Model parameters: d_model 768 ffw_size 3072 kv_size 64 n_heads 12 n_layers 15 Megatron-DeepSpeed/pretrain_gpt.py --tensor-model-parallel-size 1 --pipeline-model-parallel-size 1 --num-layers 15 --hidden-size 768 --num-attention-heads 12 --kv-channels 64 --ffn-hidden-size 3072 --seq-length 2048 --max-position-embeddings 2048 --micro-batch-size 4 --global-batch-size 256 --train-samples 15_446_035 --vocab-file gpt2/vocab.json --merge-file gpt2/merges.txt --loss-scale 12 --clip-grad 1.0 --kill-switch-path kill-switch-146m32b100mdedup --bf16 --checkpoint-activations --optimizer adam --adam-beta1 0.9 --adam-beta2 0.999 --adam-eps 1e-8 --lr 2e-4 --min-lr 2e-5 --lr-decay-style cosine --lr-decay-samples 15_446_035 --lr-warmup-samples 154_460 --clip-grad 1.0 --weight-decay 1e-1 --log-interval 10 --save-interval 1000 --eval-interval 1000 --eval-iters 1 --tensorboard-dir tensorboard_146m32b100mdedup --tensorboard-queue-size 5 --log-timers-to-tensorboard --log-batch-size-to-tensorboard --log-validation-ppl-to-tensorboard --save checkpoints_146m32b100mdedup --load checkpoints_146m32b100mdedup --train-weighted-split-paths-path train100mdedup.txt --valid-weighted-split-paths-path val.txt --data-impl mmap --deepspeed --deepspeed_config ds_configs/3326964.json --zero-stage 0 START 3326964: Thu 16 Mar 2023 11:53:48 PM EET 0: 0: 0: ======================= ROCm System Management Interface ======================= 0: ================================= Concise Info ================================= 0: GPU Temp AvgPwr SCLK MCLK Fan Perf PwrCap VRAM% GPU% 0: 0 41.0c 94.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 0: 1 46.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 0: 2 43.0c 91.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 0: 3 40.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 0: 4 44.0c 94.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 0: 5 49.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 0: 6 43.0c 90.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 0: 7 44.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 0: ================================================================================ 0: ============================= End of ROCm SMI Log ============================== 4: 4: 4: ======================= ROCm System Management Interface ======================= 4: ================================= Concise Info ================================= 4: GPU Temp AvgPwr SCLK MCLK Fan Perf PwrCap VRAM% GPU% 4: 0 50.0c 89.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 4: 1 47.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 4: 2 41.0c 90.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 4: 3 42.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 4: 4 44.0c 95.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 4: 5 49.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 4: 6 39.0c 90.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 4: 7 44.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 4: ================================================================================ 4: ============================= End of ROCm SMI Log ============================== 6: 6: 6: ======================= ROCm System Management Interface ======================= 6: ================================= Concise Info ================================= 6: GPU Temp AvgPwr SCLK MCLK Fan Perf PwrCap VRAM% GPU% 6: 0 46.0c 94.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 6: 1 45.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 6: 2 41.0c 86.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 6: 3 46.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 6: 4 41.0c 89.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 6: 5 50.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 6: 6 44.0c 79.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 6: 7 45.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 6: ================================================================================ 6: ============================= End of ROCm SMI Log ============================== 2: 2: 2: ======================= ROCm System Management Interface ======================= 2: ================================= Concise Info ================================= 2: GPU Temp AvgPwr SCLK MCLK Fan Perf PwrCap VRAM% GPU% 2: 0 43.0c 90.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 2: 1 47.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 2: 2 40.0c 89.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 2: 3 44.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 2: 4 44.0c 90.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 2: 5 46.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 2: 6 44.0c 89.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 2: 7 42.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 2: ================================================================================ 2: ============================= End of ROCm SMI Log ============================== 5: 5: 5: ======================= ROCm System Management Interface ======================= 5: ================================= Concise Info ================================= 5: GPU Temp AvgPwr SCLK MCLK Fan Perf PwrCap VRAM% GPU% 5: 0 46.0c 88.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 5: 1 50.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 5: 2 41.0c 91.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 5: 3 44.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 5: 4 42.0c 99.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 5: 5 43.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 5: 6 44.0c 87.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 5: 7 45.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 5: ================================================================================ 5: ============================= End of ROCm SMI Log ============================== 7: 7: 7: ======================= ROCm System Management Interface ======================= 7: ================================= Concise Info ================================= 7: GPU Temp AvgPwr SCLK MCLK Fan Perf PwrCap VRAM% GPU% 7: 0 44.0c 91.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 7: 1 50.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 7: 2 46.0c 92.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 7: 3 44.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 7: 4 48.0c 89.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 7: 5 46.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 7: 6 43.0c 90.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 7: 7 46.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 7: ================================================================================ 7: ============================= End of ROCm SMI Log ============================== 1: 1: 1: ======================= ROCm System Management Interface ======================= 1: ================================= Concise Info ================================= 1: GPU Temp AvgPwr SCLK MCLK Fan Perf PwrCap VRAM% GPU% 1: 0 43.0c 89.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 1: 1 48.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 1: 2 44.0c 87.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 1: 3 46.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 1: 4 48.0c 91.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 1: 5 48.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 1: 6 41.0c 87.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 1: 7 43.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 1: ================================================================================ 1: ============================= End of ROCm SMI Log ============================== 3: 3: 3: ======================= ROCm System Management Interface ======================= 3: ================================= Concise Info ================================= 3: GPU Temp AvgPwr SCLK MCLK Fan Perf PwrCap VRAM% GPU% 3: 0 46.0c 94.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 3: 1 45.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 3: 2 43.0c 85.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 3: 3 47.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 3: 4 44.0c 91.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 3: 5 42.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 3: 6 41.0c 92.0W 800Mhz 1600Mhz 0% auto 560.0W 0% 0% 3: 7 44.0c N/A 800Mhz 1600Mhz 0% auto 0.0W 0% 0% 3: ================================================================================ 3: ============================= End of ROCm SMI Log ============================== 4: Launching on nid005746 (4/8), master nid005742 port 9999, GPUs 8, CUDA: True 5: Launching on nid005747 (5/8), master nid005742 port 9999, GPUs 8, CUDA: True 0: Launching on nid005742 (0/8), master nid005742 port 9999, GPUs 8, CUDA: True 6: Launching on nid005748 (6/8), master nid005742 port 9999, GPUs 8, CUDA: True 7: Launching on nid005749 (7/8), master nid005742 port 9999, GPUs 8, CUDA: True 1: Launching on nid005743 (1/8), master nid005742 port 9999, GPUs 8, CUDA: True 2: Launching on nid005744 (2/8), master nid005742 port 9999, GPUs 8, CUDA: True 3: Launching on nid005745 (3/8), master nid005742 port 9999, GPUs 8, CUDA: True 0: using world size: 64, data-parallel-size: 64, tensor-model-parallel size: 1, pipeline-model-parallel size: 1 0: accumulate and all-reduce gradients in fp32 for bfloat16 data type. 0: using torch.bfloat16 for parameters ... 0: ------------------------ arguments ------------------------ 0: abort_on_unmet_fused_kernel_constraints ......... False 0: accumulate_allreduce_grads_in_fp32 .............. True 0: adam_beta1 ...................................... 0.9 0: adam_beta2 ...................................... 0.999 0: adam_eps ........................................ 1e-08 0: adlr_autoresume ................................. False 0: adlr_autoresume_interval ........................ 1000 0: apply_query_key_layer_scaling ................... True 0: apply_residual_connection_post_layernorm ........ False 0: attention_dropout ............................... 0.1 0: attention_softmax_in_fp32 ....................... False 0: bert_binary_head ................................ True 0: bert_load ....................................... None 0: bf16 ............................................ True 0: bias_dropout_fusion ............................. True 0: bias_gelu_fusion ................................ True 0: biencoder_projection_dim ........................ 0 0: biencoder_shared_query_context_model ............ False 0: block_data_path ................................. None 0: checkpoint_activations .......................... True 0: checkpoint_in_cpu ............................... False 0: checkpoint_num_layers ........................... 1 0: clip_grad ....................................... 1.0 0: codecarbon_dir .................................. None 0: consumed_train_samples .......................... 0 0: consumed_train_tokens ........................... 0 0: consumed_valid_samples .......................... 0 0: contigious_checkpointing ........................ False 0: cpu_optimizer ................................... False 0: cpu_torch_adam .................................. False 0: curriculum_learning ............................. False 0: data_impl ....................................... mmap 0: data_parallel_size .............................. 64 0: data_path ....................................... None 0: dataloader_type ................................. single 0: DDP_impl ........................................ local 0: decoder_seq_length .............................. None 0: deepscale ....................................... False 0: deepscale_config ................................ None 0: deepspeed ....................................... True 0: deepspeed_activation_checkpointing .............. False 0: deepspeed_config ................................ ds_configs/3326964.json 0: deepspeed_mpi ................................... False 0: distribute_checkpointed_activations ............. False 0: distributed_backend ............................. nccl 0: embed_layernorm ................................. False 0: embedding_path .................................. None 0: encoder_seq_length .............................. 2048 0: eod_mask_loss ................................... False 0: eval_interval ................................... 1000 0: eval_iters ...................................... 1 0: eval_only ....................................... None 0: evidence_data_path .............................. None 0: exit_duration_in_mins ........................... None 0: exit_interval ................................... None 0: ffn_hidden_size ................................. 3072 0: finetune ........................................ False 0: fp16 ............................................ False 0: fp16_lm_cross_entropy ........................... False 0: fp32_residual_connection ........................ False 0: gigaflos_no_embeds .............................. 0 0: global_batch_size ............................... 256 0: glu_activation .................................. None 0: hidden_dropout .................................. 0.1 0: hidden_size ..................................... 768 0: hysteresis ...................................... 2 0: ict_head_size ................................... None 0: ict_load ........................................ None 0: img_dim ......................................... 224 0: indexer_batch_size .............................. 128 0: indexer_log_interval ............................ 1000 0: inference ....................................... False 0: init_method_std ................................. 0.02 0: init_method_xavier_uniform ...................... False 0: initial_loss_scale .............................. 4294967296 0: kill_switch_path ................................ kill-switch-146m32b100mdedup 0: kv_channels ..................................... 64 0: layer_norm_fusion ............................... True 0: layernorm_epsilon ............................... 1e-05 0: lazy_mpu_init ................................... None 0: load ............................................ checkpoints_146m32b100mdedup 0: local_rank ...................................... None 0: log_batch_size_to_tensorboard ................... True 0: log_interval .................................... 10 0: log_learning_rate_to_tensorboard ................ True 0: log_level ....................................... None 0: log_level_replica ............................... None 0: log_loss_scale_to_tensorboard ................... True 0: log_num_zeros_in_grad ........................... False 0: log_params_norm ................................. False 0: log_path ........................................ None 0: log_timers_to_tensorboard ....................... True 0: log_validation_ppl_to_tensorboard ............... True 0: loss_on_targets_only ............................ False 0: loss_scale ...................................... 12.0 0: loss_scale_window ............................... 1000 0: lr .............................................. 0.0002 0: lr_decay_iters .................................. None 0: lr_decay_samples ................................ 15446035 0: lr_decay_style .................................. cosine 0: lr_decay_tokens ................................. None 0: lr_warmup_fraction .............................. None 0: lr_warmup_iters ................................. 0 0: lr_warmup_samples ............................... 154460 0: make_vocab_size_divisible_by .................... 128 0: mask_prob ....................................... 0.15 0: masked_softmax_fusion ........................... True 0: max_position_embeddings ......................... 2048 0: mean_noise_span_length .......................... None 0: memory_centric_tiled_linear ..................... False 0: merge_file ...................................... gpt2/merges.txt 0: micro_batch_size ................................ 4 0: min_loss_scale .................................. 1.0 0: min_lr .......................................... 2e-05 0: mmap_warmup ..................................... False 0: no_load_optim ................................... None 0: no_load_rng ..................................... None 0: no_save_optim ................................... None 0: no_save_rng ..................................... None 0: noise_density ................................... None 0: num_attention_heads ............................. 12 0: num_channels .................................... 3 0: num_classes ..................................... 1000 0: num_layers ...................................... 15 0: num_layers_per_virtual_pipeline_stage ........... None 0: num_workers ..................................... 2 0: onnx_safe ....................................... None 0: openai_gelu ..................................... False 0: optimizer ....................................... adam 0: optimizer_fusion ................................ True 0: override_lr_scheduler ........................... False 0: pad_vocab_size_to ............................... None 0: params_dtype .................................... torch.bfloat16 0: partition_activations ........................... False 0: patch_dim ....................................... 16 0: pipeline_model_parallel_size .................... 1 0: position_embedding_type ......................... PositionEmbeddingType.absolute 0: pp_partition_method ............................. None 0: profile_backward ................................ False 0: query_in_block_prob ............................. 0.1 0: rampup_batch_size ............................... None 0: rank ............................................ 0 0: remote_device ................................... none 0: reset_attention_mask ............................ False 0: reset_position_ids .............................. False 0: reset_progress .................................. None 0: retriever_report_topk_accuracies ................ [] 0: retriever_score_scaling ......................... False 0: retriever_seq_length ............................ 256 0: reweight_loss_based_on_position_frequency ....... False 0: sample_rate ..................................... 1.0 0: save ............................................ checkpoints_146m32b100mdedup 0: save_interval ................................... 1000 0: scatter_gather_tensors_in_pipeline .............. True 0: scattered_embeddings ............................ False 0: seed ............................................ 1234 0: seq_length ...................................... 2048 0: sgd_momentum .................................... 0.9 0: short_seq_prob .................................. 0.1 0: skip_train_iteration_range ...................... None 0: split ........................................... None 0: split_transformers .............................. False 0: sync_tp_duplicated_parameters ................... False 0: synchronize_each_layer .......................... False 0: tensor_model_parallel_size ...................... 1 0: tensorboard_dir ................................. tensorboard_146m32b100mdedup 0: tensorboard_log_interval ........................ 1 0: tensorboard_queue_size .......................... 5 0: test_weighted_split_paths ....................... None 0: test_weighted_split_paths_path .................. None 0: tile_factor ..................................... 1 0: titles_data_path ................................ None 0: tokenizer_name_or_path .......................... None 0: tokenizer_type .................................. GPT2BPETokenizer 0: train_iters ..................................... None 0: train_samples ................................... 15446035 0: train_tokens .................................... None 0: train_weighted_split_names ...................... ['train'] 0: train_weighted_split_paths ...................... [['/scratch/project_462000119/data/c4_subsampled/gpt2tok_c4_en_dedup_100M_text_document']] 0: train_weighted_split_paths_path ................. None 0: train_weighted_split_splits ..................... [['0:1']] 0: train_weighted_split_weights .................... [['1.0']] 0: universal_checkpoint ............................ False 0: use_bnb_optimizer ............................... False 0: use_checkpoint_lr_scheduler ..................... False 0: use_contiguous_buffers_in_ddp ................... True 0: use_cpu_initialization .......................... None 0: use_one_sent_docs ............................... False 0: use_pin_memory .................................. False 0: valid_num_workers ............................... 2 0: valid_weighted_split_names ...................... ['validation'] 0: valid_weighted_split_paths ...................... [['/scratch/project_462000119/data/c4_validation/gpt2tok_c4validation_rerun_text_document']] 0: valid_weighted_split_paths_path ................. None 0: valid_weighted_split_splits ..................... [['0:1']] 0: valid_weighted_split_weights .................... [['1.0']] 0: virtual_pipeline_model_parallel_size ............ None 0: vocab_extra_ids ................................. 0 0: vocab_file ...................................... gpt2/vocab.json 0: weight_decay .................................... 0.1 0: world_size ...................................... 64 0: zero_allgather_bucket_size ...................... 0.0 0: zero_contigious_gradients ....................... False 0: zero_reduce_bucket_size ......................... 0.0 0: zero_reduce_scatter ............................. False 0: zero_stage ...................................... 0 0: -------------------- end of arguments --------------------- 0: setting number of micro-batches to constant 1 0: > building GPT2BPETokenizer tokenizer ... 0: > padded vocab (size: 50257) with 47 dummy tokens (new size: 50304) 0: DeepSpeed general environment info: 0: torch install path ............... ['/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/venv/lib/python3.9/site-packages/torch'] 0: torch version .................... 1.13.0+rocm5.2 0: torch cuda version ............... None 0: torch hip version ................ 5.2.21151-afdc89f8 0: nvcc version ..................... None 0: deepspeed install path ........... ['/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/venv/lib/python3.9/site-packages/deepspeed'] 0: deepspeed info ................... 0.7.5, unknown, unknown 0: deepspeed wheel compiled w. ...... torch 1.13, hip 5.1 7: > setting tensorboard ... 0: **** Git info for Megatron: git_hash=unknown git_branch=unknown **** 0: > initializing torch distributed ... 0: [2023-03-16 23:54:34,750] [INFO] [comm.py:633:init_distributed] Initializing TorchBackend in DeepSpeed with backend nccl 0: > initializing tensor model parallel with size 1 0: > initializing pipeline model parallel with size 1 0: > setting random seeds to 1234 ... 0: > initializing model parallel cuda seeds on global rank 0, model parallel rank 0, and data parallel rank 0 with model parallel seed: 3952 and data parallel seed: 1234 0: > compiling dataset index builder ... 0: make: Entering directory '/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/data' 0: make: Nothing to be done for 'default'. 0: make: Leaving directory '/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/data' 0: >>> done with dataset index builder. Compilation time: 0.105 seconds 0: > compiling and loading fused kernels ... 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h [skipped, no changes] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/layer_norm_cuda.cpp -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/layer_norm_cuda.cpp [skipped, no changes] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h [skipped, no changes] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/layer_norm_cuda_kernel.cu -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/layer_norm_hip_kernel.hip [skipped, already hipified] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h [skipped, no changes] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h [skipped, no changes] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax_hip.h [skipped, already hipified] 0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax_hip.h [skipped, already hipified] 0: Total number of unsupported CUDA function calls: 0 0: 0: 0: Total number of replaced kernel launches: 67 0: [1/1] c++ layer_norm_hip_kernel.cuda.o layer_norm_cuda.o -shared -L/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/venv/lib/python3.9/site-packages/torch/lib -lc10 -lc10_hip -ltorch_cpu -ltorch_hip -ltorch -ltorch_python -L/pfs/lustrep2/projappl/project_462000125/samantao-public/rocm/rocm-5.2.3/lib -lamdhip64 -o fused_mix_prec_layer_norm_cuda.so 0: >>> done with compiling and loading fused kernels. Compilation time: 28.310 seconds 0: time to initialize megatron (seconds): 57.884 0: [after megatron is initialized] datetime: 2023-03-16 23:55:05 0: building GPT model ... 0: [2023-03-16 23:55:06,023] [INFO] [utils.py:827:see_memory_usage] Before Building Model 0: [2023-03-16 23:55:06,024] [INFO] [utils.py:828:see_memory_usage] MA 0.0 GB Max_MA 0.0 GB CA 0.0 GB Max_CA 0 GB 0: [2023-03-16 23:55:06,024] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 30.64 GB, percent = 6.1% 0: SEED_LAYERS=False BASE_SEED=1234 SEED_FN=None 0: Using topology: {ProcessCoord(pipe=0, data=0, model=0): 0, ProcessCoord(pipe=0, data=1, model=0): 1, ProcessCoord(pipe=0, data=2, model=0): 2, ProcessCoord(pipe=0, data=3, model=0): 3, ProcessCoord(pipe=0, data=4, model=0): 4, ProcessCoord(pipe=0, data=5, model=0): 5, ProcessCoord(pipe=0, data=6, model=0): 6, ProcessCoord(pipe=0, data=7, model=0): 7, ProcessCoord(pipe=0, data=8, model=0): 8, ProcessCoord(pipe=0, data=9, model=0): 9, ProcessCoord(pipe=0, data=10, model=0): 10, ProcessCoord(pipe=0, data=11, model=0): 11, ProcessCoord(pipe=0, data=12, model=0): 12, ProcessCoord(pipe=0, data=13, model=0): 13, ProcessCoord(pipe=0, data=14, model=0): 14, ProcessCoord(pipe=0, data=15, model=0): 15, ProcessCoord(pipe=0, data=16, model=0): 16, ProcessCoord(pipe=0, data=17, model=0): 17, ProcessCoord(pipe=0, data=18, model=0): 18, ProcessCoord(pipe=0, data=19, model=0): 19, ProcessCoord(pipe=0, data=20, model=0): 20, ProcessCoord(pipe=0, data=21, model=0): 21, ProcessCoord(pipe=0, data=22, model=0): 22, ProcessCoord(pi 0: pe=0, data=23, model=0): 23, ProcessCoord(pipe=0, data=24, model=0): 24, ProcessCoord(pipe=0, data=25, model=0): 25, ProcessCoord(pipe=0, data=26, model=0): 26, ProcessCoord(pipe=0, data=27, model=0): 27, ProcessCoord(pipe=0, data=28, model=0): 28, ProcessCoord(pipe=0, data=29, model=0): 29, ProcessCoord(pipe=0, data=30, model=0): 30, ProcessCoord(pipe=0, data=31, model=0): 31, ProcessCoord(pipe=0, data=32, model=0): 32, ProcessCoord(pipe=0, data=33, model=0): 33, ProcessCoord(pipe=0, data=34, model=0): 34, ProcessCoord(pipe=0, data=35, model=0): 35, ProcessCoord(pipe=0, data=36, model=0): 36, ProcessCoord(pipe=0, data=37, model=0): 37, ProcessCoord(pipe=0, data=38, model=0): 38, ProcessCoord(pipe=0, data=39, model=0): 39, ProcessCoord(pipe=0, data=40, model=0): 40, ProcessCoord(pipe=0, data=41, model=0): 41, ProcessCoord(pipe=0, data=42, model=0): 42, ProcessCoord(pipe=0, data=43, model=0): 43, ProcessCoord(pipe=0, data=44, model=0): 44, ProcessCoord(pipe=0, data=45, model=0): 45, ProcessCoord(pipe=0, data=4 0: 6, model=0): 46, ProcessCoord(pipe=0, data=47, model=0): 47, ProcessCoord(pipe=0, data=48, model=0): 48, ProcessCoord(pipe=0, data=49, model=0): 49, ProcessCoord(pipe=0, data=50, model=0): 50, ProcessCoord(pipe=0, data=51, model=0): 51, ProcessCoord(pipe=0, data=52, model=0): 52, ProcessCoord(pipe=0, data=53, model=0): 53, ProcessCoord(pipe=0, data=54, model=0): 54, ProcessCoord(pipe=0, data=55, model=0): 55, ProcessCoord(pipe=0, data=56, model=0): 56, ProcessCoord(pipe=0, data=57, model=0): 57, ProcessCoord(pipe=0, data=58, model=0): 58, ProcessCoord(pipe=0, data=59, model=0): 59, ProcessCoord(pipe=0, data=60, model=0): 60, ProcessCoord(pipe=0, data=61, model=0): 61, ProcessCoord(pipe=0, data=62, model=0): 62, ProcessCoord(pipe=0, data=63, model=0): 63} 0: [2023-03-16 23:55:08,039] [INFO] [module.py:366:_partition_layers] Partitioning pipeline stages with method type:transformer 0: stage=0 layers=22 0: 0: _to_float16 0: 1: EmbeddingPipe 0: 2: 0: 3: ParallelTransformerLayerPipe 0: 4: ParallelTransformerLayerPipe 0: 5: ParallelTransformerLayerPipe 0: 6: ParallelTransformerLayerPipe 0: 7: ParallelTransformerLayerPipe 0: 8: ParallelTransformerLayerPipe 0: 9: ParallelTransformerLayerPipe 0: 10: ParallelTransformerLayerPipe 0: 11: ParallelTransformerLayerPipe 0: 12: ParallelTransformerLayerPipe 0: 13: ParallelTransformerLayerPipe 0: 14: ParallelTransformerLayerPipe 0: 15: ParallelTransformerLayerPipe 0: 16: ParallelTransformerLayerPipe 0: 17: ParallelTransformerLayerPipe 0: 18: undo 0: 19: MixedFusedLayerNorm 0: 20: EmbeddingPipe 0: 21: float16_to_fp32 0: loss: CrossEntropy 0: [2023-03-16 23:55:08,383] [INFO] [utils.py:827:see_memory_usage] After Building Model 0: [2023-03-16 23:55:08,384] [INFO] [utils.py:828:see_memory_usage] MA 0.28 GB Max_MA 0.28 GB CA 0.29 GB Max_CA 0 GB 0: [2023-03-16 23:55:08,384] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 30.66 GB, percent = 6.1% 0: setting training iterations to 60336 0: > learning rate decay style: cosine 0: DeepSpeed is enabled. 0: [2023-03-16 23:55:08,386] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed info: version=0.7.5, git-hash=unknown, git-branch=unknown 0: [2023-03-16 23:55:21,573] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed Flops Profiler Enabled: False 0: [2023-03-16 23:55:21,573] [INFO] [logging.py:68:log_dist] [Rank 0] Removing param_group that has no 'params' in the client Optimizer 0: [2023-03-16 23:55:21,573] [INFO] [logging.py:68:log_dist] [Rank 0] Using client Optimizer as basic optimizer 0: [2023-03-16 23:55:21,578] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed Basic Optimizer = FusedAdam 0: [2023-03-16 23:55:21,578] [INFO] [logging.py:68:log_dist] [Rank 0] Creating BF16 optimizer 0: [2023-03-16 23:55:21,697] [INFO] [utils.py:827:see_memory_usage] begin bf16_optimizer 0: [2023-03-16 23:55:21,698] [INFO] [utils.py:828:see_memory_usage] MA 0.28 GB Max_MA 0.29 GB CA 0.31 GB Max_CA 0 GB 0: [2023-03-16 23:55:21,698] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 31.34 GB, percent = 6.2% 1: ninja: no work to do. 1: Time to load utils op: 0.3239443302154541 seconds 1: Time to load utils op: 0.3239760398864746 secondsTime to load utils op: 0.3242034912109375 seconds 1: 1: Time to load utils op: 0.32399797439575195 seconds 1: Time to load utils op: 0.34948086738586426 seconds 0: Time to 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Memory: used = 31.49 GB, percent = 6.3% 0: [2023-03-16 23:55:22,204] [INFO] [utils.py:827:see_memory_usage] after initializing group 0 0: [2023-03-16 23:55:22,205] [INFO] [utils.py:828:see_memory_usage] MA 0.62 GB Max_MA 0.62 GB CA 0.82 GB Max_CA 1 GB 0: [2023-03-16 23:55:22,205] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 31.48 GB, percent = 6.3% 0: [2023-03-16 23:55:22,311] [INFO] [utils.py:827:see_memory_usage] before initializing group 1 0: [2023-03-16 23:55:22,312] [INFO] [utils.py:828:see_memory_usage] MA 0.62 GB Max_MA 0.62 GB CA 0.82 GB Max_CA 1 GB 0: [2023-03-16 23:55:22,312] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 31.48 GB, percent = 6.3% 0: [2023-03-16 23:55:22,416] [INFO] [utils.py:827:see_memory_usage] after initializing group 1 0: [2023-03-16 23:55:22,417] [INFO] [utils.py:828:see_memory_usage] MA 0.83 GB Max_MA 0.83 GB CA 1.13 GB Max_CA 1 GB 0: [2023-03-16 23:55:22,417] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 31.48 GB, percent = 6.3% 0: [2023-03-16 23:55:22,519] [INFO] [utils.py:827:see_memory_usage] before initializing group 2 0: [2023-03-16 23:55:22,520] [INFO] [utils.py:828:see_memory_usage] MA 0.83 GB Max_MA 0.83 GB CA 1.13 GB Max_CA 1 GB 0: [2023-03-16 23:55:22,520] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 31.48 GB, percent = 6.3% 0: [2023-03-16 23:55:22,624] [INFO] [utils.py:827:see_memory_usage] after initializing group 2 0: [2023-03-16 23:55:22,625] [INFO] [utils.py:828:see_memory_usage] MA 0.83 GB Max_MA 0.83 GB CA 1.13 GB Max_CA 1 GB 0: [2023-03-16 23:55:22,625] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 31.49 GB, percent = 6.3% 0: [2023-03-16 23:55:22,727] [INFO] [utils.py:827:see_memory_usage] before initialize_optimizer 0: [2023-03-16 23:55:22,728] [INFO] [utils.py:828:see_memory_usage] MA 0.83 GB Max_MA 0.83 GB CA 1.13 GB Max_CA 1 GB 0: [2023-03-16 23:55:22,728] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 31.49 GB, percent = 6.3% 0: [2023-03-16 23:55:22,835] [INFO] [utils.py:827:see_memory_usage] end initialize_optimizer 0: [2023-03-16 23:55:22,835] [INFO] [utils.py:828:see_memory_usage] MA 0.85 GB Max_MA 0.85 GB CA 1.13 GB Max_CA 1 GB 0: [2023-03-16 23:55:22,836] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 31.49 GB, percent = 6.3% 0: [2023-03-16 23:55:22,937] [INFO] [utils.py:827:see_memory_usage] end bf16_optimizer 0: [2023-03-16 23:55:22,938] [INFO] [utils.py:828:see_memory_usage] MA 0.85 GB Max_MA 0.85 GB CA 1.13 GB Max_CA 1 GB 0: [2023-03-16 23:55:22,938] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory: used = 31.49 GB, percent = 6.3% 0: [2023-03-16 23:55:22,938] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed Final Optimizer = FusedAdam 0: [2023-03-16 23:55:22,938] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed using client LR scheduler 0: [2023-03-16 23:55:22,939] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed LR Scheduler = 0: [2023-03-16 23:55:22,939] [INFO] [logging.py:68:log_dist] [Rank 0] step=0, skipped=0, lr=[0.0, 0.0, 0.0], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 0: [2023-03-16 23:55:22,939] [INFO] [config.py:1007:print] DeepSpeedEngine configuration: 0: [2023-03-16 23:55:22,939] [INFO] [config.py:1011:print] activation_checkpointing_config { 0: "partition_activations": false, 0: "contiguous_memory_optimization": false, 0: "cpu_checkpointing": false, 0: "number_checkpoints": null, 0: "synchronize_checkpoint_boundary": false, 0: "profile": false 0: } 0: [2023-03-16 23:55:22,939] [INFO] [config.py:1011:print] aio_config ................... {'block_size': 1048576, 'queue_depth': 8, 'thread_count': 1, 'single_submit': False, 'overlap_events': True} 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] amp_enabled .................. False 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] amp_params ................... False 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] autotuning_config ............ { 0: "enabled": false, 0: "start_step": null, 0: "end_step": null, 0: "metric_path": null, 0: "arg_mappings": null, 0: "metric": "throughput", 0: "model_info": null, 0: "results_dir": "/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/autotuning_results", 0: "exps_dir": "/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/autotuning_exps", 0: "overwrite": true, 0: "fast": true, 0: "start_profile_step": 3, 0: "end_profile_step": 5, 0: "tuner_type": "gridsearch", 0: "tuner_early_stopping": 5, 0: "tuner_num_trials": 50, 0: "model_info_path": null, 0: "mp_size": 1, 0: "max_train_batch_size": null, 0: "min_train_batch_size": 1, 0: "max_train_micro_batch_size_per_gpu": 1.024000e+03, 0: "min_train_micro_batch_size_per_gpu": 1, 0: "num_tuning_micro_batch_sizes": 3 0: } 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] bfloat16_enabled ............. True 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] checkpoint_parallel_write_pipeline False 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] checkpoint_tag_validation_enabled True 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] checkpoint_tag_validation_fail False 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] comms_config ................. 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] communication_data_type ...... None 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] compression_config ........... {'weight_quantization': {'shared_parameters': {'enabled': False, 'quantizer_kernel': False, 'schedule_offset': 0, 'quantize_groups': 1, 'quantize_verbose': False, 'quantization_type': 'symmetric', 'quantize_weight_in_forward': False, 'rounding': 'nearest', 'fp16_mixed_quantize': False, 'quantize_change_ratio': 0.001}, 'different_groups': {}}, 'activation_quantization': {'shared_parameters': {'enabled': False, 'quantization_type': 'symmetric', 'range_calibration': 'dynamic', 'schedule_offset': 1000}, 'different_groups': {}}, 'sparse_pruning': {'shared_parameters': {'enabled': False, 'method': 'l1', 'schedule_offset': 1000}, 'different_groups': {}}, 'row_pruning': {'shared_parameters': {'enabled': False, 'method': 'l1', 'schedule_offset': 1000}, 'different_groups': {}}, 'head_pruning': {'shared_parameters': {'enabled': False, 'method': 'topk', 'schedule_offset': 1000}, 'different_groups': {}}, 'channel_pruning': {'shared_pa 0: rameters': {'enabled': False, 'method': 'l1', 'schedule_offset': 1000}, 'different_groups': {}}, 'layer_reduction': {'enabled': False}} 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] curriculum_enabled ........... False 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] curriculum_params ............ False 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] dataloader_drop_last ......... False 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] disable_allgather ............ False 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] dump_state ................... False 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] dynamic_loss_scale_args ...... None 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] eigenvalue_enabled ........... False 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] eigenvalue_gas_boundary_resolution 1 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] eigenvalue_layer_name ........ bert.encoder.layer 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] eigenvalue_layer_num ......... 0 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] eigenvalue_max_iter .......... 100 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] eigenvalue_stability ......... 1e-06 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] eigenvalue_tol ............... 0.01 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] eigenvalue_verbose ........... False 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] elasticity_enabled ........... False 0: [2023-03-16 23:55:22,940] [INFO] [config.py:1011:print] flops_profiler_config ........ { 0: "enabled": false, 0: "profile_step": 1, 0: "module_depth": -1, 0: "top_modules": 1, 0: "detailed": true, 0: "output_file": null 0: } 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] fp16_auto_cast ............... None 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] fp16_enabled ................. False 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] fp16_master_weights_and_gradients False 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] global_rank .................. 0 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] gradient_accumulation_steps .. 1 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] gradient_clipping ............ 1.0 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] gradient_predivide_factor .... 1.0 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] initial_dynamic_scale ........ 1 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] load_universal_checkpoint .... False 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] loss_scale ................... 1.0 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] memory_breakdown ............. False 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] monitor_config ............... 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] nebula_config ................ { 0: "enabled": false, 0: "persistent_storage_path": null, 0: "persistent_time_interval": 100, 0: "num_of_version_in_retention": 2, 0: "enable_nebula_load": true, 0: "load_path": null 0: } 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] optimizer_legacy_fusion ...... False 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] optimizer_name ............... None 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] optimizer_params ............. None 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] pipeline ..................... {'stages': 'auto', 'partition': 'best', 'seed_layers': False, 'activation_checkpoint_interval': 0} 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] pld_enabled .................. False 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] pld_params ................... False 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] prescale_gradients ........... False 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] scheduler_name ............... None 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] scheduler_params ............. None 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] sparse_attention ............. None 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] sparse_gradients_enabled ..... False 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] steps_per_print .............. 2000 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] train_batch_size ............. 256 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] train_micro_batch_size_per_gpu 4 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] use_node_local_storage ....... False 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] wall_clock_breakdown ......... False 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] world_size ................... 64 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] zero_allow_untested_optimizer False 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] zero_config .................. stage=0 contiguous_gradients=True reduce_scatter=True reduce_bucket_size=500000000 allgather_partitions=True allgather_bucket_size=500000000 overlap_comm=False load_from_fp32_weights=True elastic_checkpoint=False offload_param=None offload_optimizer=None sub_group_size=1000000000 cpu_offload_param=None cpu_offload_use_pin_memory=None cpu_offload=None prefetch_bucket_size=50000000 param_persistence_threshold=100000 model_persistence_threshold=9223372036854775807 max_live_parameters=1000000000 max_reuse_distance=1000000000 gather_16bit_weights_on_model_save=False stage3_gather_fp16_weights_on_model_save=False ignore_unused_parameters=True legacy_stage1=False round_robin_gradients=False 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] zero_enabled ................. False 0: [2023-03-16 23:55:22,941] [INFO] [config.py:1011:print] zero_optimization_stage ...... 0 0: [2023-03-16 23:55:22,941] [INFO] [config.py:996:print_user_config] json = { 0: "train_micro_batch_size_per_gpu": 4, 0: "train_batch_size": 256, 0: "gradient_clipping": 1.0, 0: "zero_optimization": { 0: "stage": 0 0: }, 0: "bf16": { 0: "enabled": true 0: }, 0: "steps_per_print": 2.000000e+03, 0: "wall_clock_breakdown": false 0: } 0: Time to load utils op: 0.0006320476531982422 seconds 0: [2023-03-16 23:55:22,942] [INFO] [engine.py:87:__init__] CONFIG: micro_batches=1 micro_batch_size=4 0: [2023-03-16 23:55:22,996] [INFO] [engine.py:145:__init__] RANK=0 STAGE=0 LAYERS=22 [0, 22) STAGE_PARAMS=146525952 (146.526M) TOTAL_PARAMS=146525952 (146.526M) UNIQUE_PARAMS=146525952 (146.526M) 0: [2023-03-16 23:55:23,009] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 6: [2023-03-16 23:55:22,986] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 6: [2023-03-16 23:55:22,986] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 6: [2023-03-16 23:55:22,986] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 0: WARNING: could not find the metadata file checkpoints_146m32b100mdedup 0: will not load any checkpoints and will start from random 4: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 4: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 4: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 6: [2023-03-16 23:55:22,986] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 0: [2023-03-16 23:55:23,009] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 2: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 2: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 2: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 4: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 0: [2023-03-16 23:55:23,009] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 2: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 6: [2023-03-16 23:55:22,986] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 6: [2023-03-16 23:55:22,986] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 7: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 7: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 7: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 1: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 1: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 1: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 0: [2023-03-16 23:55:23,009] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 4: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 4: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 7: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 1: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 0: [2023-03-16 23:55:23,009] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 2: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 5: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 5: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 5: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 0: [2023-03-16 23:55:23,009] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 7: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 7: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 5: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 3: [2023-03-16 23:55:23,102] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 3: [2023-03-16 23:55:23,102] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 3: [2023-03-16 23:55:23,102] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 2: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 6: [2023-03-16 23:55:22,986] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 6: [2023-03-16 23:55:22,986] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 5: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 3: [2023-03-16 23:55:23,102] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 5: [2023-03-16 23:55:22,925] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 3: [2023-03-16 23:55:23,102] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 3: [2023-03-16 23:55:23,102] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 7: [2023-03-16 23:55:22,926] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 4: [2023-03-16 23:55:22,926] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 1: [2023-03-16 23:55:22,926] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 0: [2023-03-16 23:55:23,010] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 7: [2023-03-16 23:55:22,926] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 0: [2023-03-16 23:55:23,010] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 4: [2023-03-16 23:55:22,926] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 1: [2023-03-16 23:55:22,926] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 2: [2023-03-16 23:55:22,926] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 2: [2023-03-16 23:55:22,926] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 3: [2023-03-16 23:55:23,103] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 3: [2023-03-16 23:55:23,103] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 5: [2023-03-16 23:55:22,926] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 5: [2023-03-16 23:55:22,926] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 1: [2023-03-16 23:55:22,926] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 1: [2023-03-16 23:55:22,926] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m32b100mdedup/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint. 7: time (ms) | load-checkpoint: 7.60 0: estimated model parameters: 0.146525952 0: estimated model parameters without embeddings: 0.106319616 0: [after model, optimizer, and learning rate scheduler are built] datetime: 2023-03-16 23:55:23 0: > building train, validation, and test datasets ... 0: > datasets target sizes (minimum size): 0: train: 15446035 0: validation: 15616 0: test: 256 0: > building train, validation, and test datasets for GPT ... 0: > building dataset index ... 0: reading sizes... 0: reading pointers... 0: reading document index... 0: creating numpy buffer of mmap... 0: creating memory view of numpy buffer... 0: > finished creating indexed dataset in 0.057401 seconds 0: number of documents: 409500 0: > dataset split: 0: train: 0: document indices in [0, 409500) total of 409500 documents 0: > WARNING: could not find index map files, building the indices on rank 0 ... 0: > last epoch number of samples (44183) is smaller than 95.0% of number of samples per epoch (48281), setting separate_last_epoch to True 0: > elasped time to build and save doc-idx mapping (seconds): 9.909901 0: using: 0: number of documents: 409500 0: number of epochs: 320 0: sequence length: 2048 0: total number of samples: 15450134 0: > elasped time to build and save sample-idx mapping (seconds): 0.448300 0: > building shuffle index with split [0, 15401852) and [15401852, 15450134) ... 0: > elasped time to build and save shuffle-idx mapping (seconds): 0.533970 0: > loading doc-idx mapping from /scratch/project_462000119/data/c4_subsampled/gpt2tok_c4_en_dedup_100M_text_document_train_indexmap_15446035ns_2048sl_1234s_doc_idx.npy 0: > loading sample-idx mapping from /scratch/project_462000119/data/c4_subsampled/gpt2tok_c4_en_dedup_100M_text_document_train_indexmap_15446035ns_2048sl_1234s_sample_idx.npy 0: > loading shuffle-idx mapping from /scratch/project_462000119/data/c4_subsampled/gpt2tok_c4_en_dedup_100M_text_document_train_indexmap_15446035ns_2048sl_1234s_shuffle_idx.npy 0: loaded indexed file in 0.035 seconds 0: total number of samples: 15450135 0: total number of epochs: 320 0: > building dataset index ... 0: reading sizes... 0: reading pointers... 0: reading document index... 0: creating numpy buffer of mmap... 0: creating memory view of numpy buffer... 0: > finished creating indexed dataset in 0.021112 seconds 0: number of documents: 364608 0: > dataset split: 0: validation: 0: document indices in [0, 364608) total of 364608 documents 0: > loading doc-idx mapping from /scratch/project_462000119/data/c4_validation/gpt2tok_c4validation_rerun_text_document_validation_indexmap_15616ns_2048sl_1234s_doc_idx.npy 0: > loading sample-idx mapping from /scratch/project_462000119/data/c4_validation/gpt2tok_c4validation_rerun_text_document_validation_indexmap_15616ns_2048sl_1234s_sample_idx.npy 0: > loading shuffle-idx mapping from /scratch/project_462000119/data/c4_validation/gpt2tok_c4validation_rerun_text_document_validation_indexmap_15616ns_2048sl_1234s_shuffle_idx.npy 0: loaded indexed file in 0.080 seconds 0: total number of samples: 84978 0: total number of epochs: 1 0: > finished creating GPT datasets ... 0: [after dataloaders are built] datetime: 2023-03-16 23:55:48 0: done with setup ... 0: training ... 0: Number of parameters: [tensor rank - pipeline rank] w/ and w/o embeddings: 7: time (ms) | model-and-optimizer-setup: 17573.73 | train/valid/test-data-iterators-setup: 23982.17 0: [000-000] 0.1465B / 0.1063B 0: [before the start of training step] datetime: 2023-03-16 23:55:48 0: [2023-03-16 23:55:48,721] [INFO] [checkpointing.py:553:forward] Activation Checkpointing Information 0: [2023-03-16 23:55:48,721] [INFO] [checkpointing.py:554:forward] ----Partition Activations False, CPU CHECKPOINTING False 0: [2023-03-16 23:55:48,721] [INFO] [checkpointing.py:557:forward] ----contiguous Memory Checkpointing False with None total layers 0: [2023-03-16 23:55:48,721] [INFO] [checkpointing.py:560:forward] ----Synchronization False 0: [2023-03-16 23:55:48,722] [INFO] [checkpointing.py:561:forward] ----Profiling time in checkpointing False 0: [Rank 0] (after 10 iterations) memory (MB) | allocated: 2728.10986328125 | max allocated: 5303.734375 | reserved: 6818.0 | max reserved: 6818.0 7: iteration 10/ 60336 | consumed samples: 2560 | consumed tokens: 5242880 | elapsed time per iteration (s): 1.37 | learning rate: 3.315E-06 | global batch size: 256 | lm loss: 1.088617E+01 | grad norm: 9.937 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 186.771 | TFLOPs: 8.72 | 7: iteration 20/ 60336 | consumed samples: 5120 | consumed tokens: 10485760 | elapsed time per iteration (s): 0.38 | learning rate: 6.630E-06 | global batch size: 256 | lm loss: 1.009664E+01 | grad norm: 3.031 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.291 | TFLOPs: 31.61 | 7: iteration 30/ 60336 | consumed samples: 7680 | consumed tokens: 15728640 | elapsed time per iteration (s): 0.40 | learning rate: 9.944E-06 | global batch size: 256 | lm loss: 9.663707E+00 | grad norm: 2.153 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 640.643 | TFLOPs: 29.90 | 7: iteration 40/ 60336 | consumed samples: 10240 | consumed tokens: 20971520 | elapsed time per iteration (s): 0.39 | learning rate: 1.326E-05 | global batch size: 256 | lm loss: 9.429287E+00 | grad norm: 1.944 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 653.712 | TFLOPs: 30.51 | 7: iteration 50/ 60336 | consumed samples: 12800 | consumed tokens: 26214400 | elapsed time per iteration (s): 0.38 | learning rate: 1.657E-05 | global batch size: 256 | lm loss: 9.170129E+00 | grad norm: 1.717 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.492 | TFLOPs: 31.48 | 7: iteration 60/ 60336 | consumed samples: 15360 | consumed tokens: 31457280 | elapsed time per iteration (s): 0.38 | learning rate: 1.989E-05 | global batch size: 256 | lm loss: 8.908842E+00 | grad norm: 1.591 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 671.442 | TFLOPs: 31.34 | 7: iteration 70/ 60336 | consumed samples: 17920 | consumed tokens: 36700160 | elapsed time per iteration (s): 0.40 | learning rate: 2.320E-05 | global batch size: 256 | lm loss: 8.652272E+00 | grad norm: 1.484 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 641.968 | TFLOPs: 29.96 | 7: iteration 80/ 60336 | consumed samples: 20480 | consumed tokens: 41943040 | elapsed time per iteration (s): 0.38 | learning rate: 2.652E-05 | global batch size: 256 | lm loss: 8.386841E+00 | grad norm: 1.429 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 668.792 | TFLOPs: 31.22 | 7: iteration 90/ 60336 | consumed samples: 23040 | consumed tokens: 47185920 | elapsed time per iteration (s): 0.39 | learning rate: 2.983E-05 | global batch size: 256 | lm loss: 8.133090E+00 | grad norm: 1.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 664.355 | TFLOPs: 31.01 | 7: iteration 100/ 60336 | consumed samples: 25600 | consumed tokens: 52428800 | elapsed time per iteration (s): 0.38 | learning rate: 3.315E-05 | global batch size: 256 | lm loss: 7.882481E+00 | grad norm: 1.150 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 666.228 | TFLOPs: 31.10 | 7: iteration 110/ 60336 | consumed samples: 28160 | consumed tokens: 57671680 | elapsed time per iteration (s): 0.40 | learning rate: 3.646E-05 | global batch size: 256 | lm loss: 7.639518E+00 | grad norm: 1.032 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 636.943 | TFLOPs: 29.73 | 7: iteration 120/ 60336 | consumed samples: 30720 | consumed tokens: 62914560 | elapsed time per iteration (s): 0.38 | learning rate: 3.978E-05 | global batch size: 256 | lm loss: 7.418621E+00 | grad norm: 0.963 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 673.749 | TFLOPs: 31.45 | 7: iteration 130/ 60336 | consumed samples: 33280 | consumed tokens: 68157440 | elapsed time per iteration (s): 0.39 | learning rate: 4.309E-05 | global batch size: 256 | lm loss: 7.223265E+00 | grad norm: 0.698 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 663.521 | TFLOPs: 30.97 | 7: iteration 140/ 60336 | consumed samples: 35840 | consumed tokens: 73400320 | elapsed time per iteration (s): 0.39 | learning rate: 4.641E-05 | global batch size: 256 | lm loss: 7.074905E+00 | grad norm: 0.610 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 654.119 | TFLOPs: 30.53 | 7: iteration 150/ 60336 | consumed samples: 38400 | consumed tokens: 78643200 | elapsed time per iteration (s): 0.38 | learning rate: 4.972E-05 | global batch size: 256 | lm loss: 6.966009E+00 | grad norm: 0.650 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 670.896 | TFLOPs: 31.31 | 7: iteration 160/ 60336 | consumed samples: 40960 | consumed tokens: 83886080 | elapsed time per iteration (s): 0.38 | learning rate: 5.304E-05 | global batch size: 256 | lm loss: 6.879594E+00 | grad norm: 1.181 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.422 | TFLOPs: 31.39 | 7: iteration 170/ 60336 | consumed samples: 43520 | consumed tokens: 89128960 | elapsed time per iteration (s): 0.38 | learning rate: 5.635E-05 | global batch size: 256 | lm loss: 6.789830E+00 | grad norm: 1.156 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.317 | TFLOPs: 31.38 | 7: iteration 180/ 60336 | consumed samples: 46080 | consumed tokens: 94371840 | elapsed time per iteration (s): 0.40 | learning rate: 5.967E-05 | global batch size: 256 | lm loss: 6.717347E+00 | grad norm: 0.437 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 635.391 | TFLOPs: 29.66 | 7: iteration 190/ 60336 | consumed samples: 48640 | consumed tokens: 99614720 | elapsed time per iteration (s): 0.38 | learning rate: 6.298E-05 | global batch size: 256 | lm loss: 6.648921E+00 | grad norm: 1.035 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.146 | TFLOPs: 31.61 | 7: iteration 200/ 60336 | consumed samples: 51200 | consumed tokens: 104857600 | elapsed time per iteration (s): 0.38 | learning rate: 6.630E-05 | global batch size: 256 | lm loss: 6.603299E+00 | grad norm: 0.891 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 665.908 | TFLOPs: 31.08 | 7: iteration 210/ 60336 | consumed samples: 53760 | consumed tokens: 110100480 | elapsed time per iteration (s): 0.38 | learning rate: 6.961E-05 | global batch size: 256 | lm loss: 6.542032E+00 | grad norm: 0.490 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.090 | TFLOPs: 31.37 | 7: iteration 220/ 60336 | consumed samples: 56320 | consumed tokens: 115343360 | elapsed time per iteration (s): 0.38 | learning rate: 7.293E-05 | global batch size: 256 | lm loss: 6.492766E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.546 | TFLOPs: 31.53 | 7: iteration 230/ 60336 | consumed samples: 58880 | consumed tokens: 120586240 | elapsed time per iteration (s): 0.39 | learning rate: 7.624E-05 | global batch size: 256 | lm loss: 6.450959E+00 | grad norm: 0.512 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 655.314 | TFLOPs: 30.59 | 7: iteration 240/ 60336 | consumed samples: 61440 | consumed tokens: 125829120 | elapsed time per iteration (s): 0.38 | learning rate: 7.955E-05 | global batch size: 256 | lm loss: 6.413988E+00 | grad norm: 0.588 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 668.822 | TFLOPs: 31.22 | 7: iteration 250/ 60336 | consumed samples: 64000 | consumed tokens: 131072000 | elapsed time per iteration (s): 0.38 | learning rate: 8.287E-05 | global batch size: 256 | lm loss: 6.392017E+00 | grad norm: 0.574 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 665.517 | TFLOPs: 31.06 | 7: iteration 260/ 60336 | consumed samples: 66560 | consumed tokens: 136314880 | elapsed time per iteration (s): 0.38 | learning rate: 8.618E-05 | global batch size: 256 | lm loss: 6.350854E+00 | grad norm: 0.701 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.672 | TFLOPs: 31.77 | 7: iteration 270/ 60336 | consumed samples: 69120 | consumed tokens: 141557760 | elapsed time per iteration (s): 0.38 | learning rate: 8.950E-05 | global batch size: 256 | lm loss: 6.331881E+00 | grad norm: 0.807 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.651 | TFLOPs: 31.68 | 7: iteration 280/ 60336 | consumed samples: 71680 | consumed tokens: 146800640 | elapsed time per iteration (s): 0.37 | learning rate: 9.281E-05 | global batch size: 256 | lm loss: 6.301292E+00 | grad norm: 0.552 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.871 | TFLOPs: 32.01 | 7: iteration 290/ 60336 | consumed samples: 74240 | consumed tokens: 152043520 | elapsed time per iteration (s): 0.38 | learning rate: 9.613E-05 | global batch size: 256 | lm loss: 6.277545E+00 | grad norm: 0.653 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 671.233 | TFLOPs: 31.33 | 7: iteration 300/ 60336 | consumed samples: 76800 | consumed tokens: 157286400 | elapsed time per iteration (s): 0.39 | learning rate: 9.944E-05 | global batch size: 256 | lm loss: 6.255546E+00 | grad norm: 0.851 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 656.900 | TFLOPs: 30.66 | 7: iteration 310/ 60336 | consumed samples: 79360 | consumed tokens: 162529280 | elapsed time per iteration (s): 0.38 | learning rate: 1.028E-04 | global batch size: 256 | lm loss: 6.229988E+00 | grad norm: 0.382 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 667.257 | TFLOPs: 31.15 | 7: iteration 320/ 60336 | consumed samples: 81920 | consumed tokens: 167772160 | elapsed time per iteration (s): 0.40 | learning rate: 1.061E-04 | global batch size: 256 | lm loss: 6.210095E+00 | grad norm: 0.516 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 638.875 | TFLOPs: 29.82 | 7: iteration 330/ 60336 | consumed samples: 84480 | consumed tokens: 173015040 | elapsed time per iteration (s): 0.38 | learning rate: 1.094E-04 | global batch size: 256 | lm loss: 6.185019E+00 | grad norm: 1.013 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 670.362 | TFLOPs: 31.29 | 7: iteration 340/ 60336 | consumed samples: 87040 | consumed tokens: 178257920 | elapsed time per iteration (s): 0.39 | learning rate: 1.127E-04 | global batch size: 256 | lm loss: 6.175906E+00 | grad norm: 0.891 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 660.238 | TFLOPs: 30.82 | 7: iteration 350/ 60336 | consumed samples: 89600 | consumed tokens: 183500800 | elapsed time per iteration (s): 0.39 | learning rate: 1.160E-04 | global batch size: 256 | lm loss: 6.146053E+00 | grad norm: 0.655 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 663.660 | TFLOPs: 30.98 | 7: iteration 360/ 60336 | consumed samples: 92160 | consumed tokens: 188743680 | elapsed time per iteration (s): 0.37 | learning rate: 1.193E-04 | global batch size: 256 | lm loss: 6.123302E+00 | grad norm: 0.795 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.524 | TFLOPs: 31.95 | 7: iteration 370/ 60336 | consumed samples: 94720 | consumed tokens: 193986560 | elapsed time per iteration (s): 0.38 | learning rate: 1.226E-04 | global batch size: 256 | lm loss: 6.108736E+00 | grad norm: 0.468 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.779 | TFLOPs: 31.50 | 7: iteration 380/ 60336 | consumed samples: 97280 | consumed tokens: 199229440 | elapsed time per iteration (s): 0.38 | learning rate: 1.260E-04 | global batch size: 256 | lm loss: 6.093089E+00 | grad norm: 0.758 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.176 | TFLOPs: 31.65 | 7: iteration 390/ 60336 | consumed samples: 99840 | consumed tokens: 204472320 | elapsed time per iteration (s): 0.39 | learning rate: 1.293E-04 | global batch size: 256 | lm loss: 6.080091E+00 | grad norm: 0.483 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 655.820 | TFLOPs: 30.61 | 7: iteration 400/ 60336 | consumed samples: 102400 | consumed tokens: 209715200 | elapsed time per iteration (s): 0.38 | learning rate: 1.326E-04 | global batch size: 256 | lm loss: 6.074319E+00 | grad norm: 0.666 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.535 | TFLOPs: 31.86 | 7: iteration 410/ 60336 | consumed samples: 104960 | consumed tokens: 214958080 | elapsed time per iteration (s): 0.37 | learning rate: 1.359E-04 | global batch size: 256 | lm loss: 6.039432E+00 | grad norm: 0.501 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.952 | TFLOPs: 32.06 | 7: iteration 420/ 60336 | consumed samples: 107520 | consumed tokens: 220200960 | elapsed time per iteration (s): 0.39 | learning rate: 1.392E-04 | global batch size: 256 | lm loss: 6.049792E+00 | grad norm: 0.824 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 656.335 | TFLOPs: 30.64 | 7: iteration 430/ 60336 | consumed samples: 110080 | consumed tokens: 225443840 | elapsed time per iteration (s): 0.39 | learning rate: 1.425E-04 | global batch size: 256 | lm loss: 6.018046E+00 | grad norm: 0.446 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 662.007 | TFLOPs: 30.90 | 7: iteration 440/ 60336 | consumed samples: 112640 | consumed tokens: 230686720 | elapsed time per iteration (s): 0.39 | learning rate: 1.459E-04 | global batch size: 256 | lm loss: 5.988829E+00 | grad norm: 0.890 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 652.637 | TFLOPs: 30.46 | 7: iteration 450/ 60336 | consumed samples: 115200 | consumed tokens: 235929600 | elapsed time per iteration (s): 0.38 | learning rate: 1.492E-04 | global batch size: 256 | lm loss: 5.994222E+00 | grad norm: 0.884 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 669.952 | TFLOPs: 31.27 | 7: iteration 460/ 60336 | consumed samples: 117760 | consumed tokens: 241172480 | elapsed time per iteration (s): 0.38 | learning rate: 1.525E-04 | global batch size: 256 | lm loss: 5.971115E+00 | grad norm: 0.633 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.249 | TFLOPs: 31.61 | 7: iteration 470/ 60336 | consumed samples: 120320 | consumed tokens: 246415360 | elapsed time per iteration (s): 0.37 | learning rate: 1.558E-04 | global batch size: 256 | lm loss: 5.932483E+00 | grad norm: 0.799 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.597 | TFLOPs: 31.91 | 7: iteration 480/ 60336 | consumed samples: 122880 | consumed tokens: 251658240 | elapsed time per iteration (s): 0.39 | learning rate: 1.591E-04 | global batch size: 256 | lm loss: 5.927373E+00 | grad norm: 1.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 661.373 | TFLOPs: 30.87 | 7: iteration 490/ 60336 | consumed samples: 125440 | consumed tokens: 256901120 | elapsed time per iteration (s): 0.39 | learning rate: 1.624E-04 | global batch size: 256 | lm loss: 5.903495E+00 | grad norm: 0.568 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 663.166 | TFLOPs: 30.95 | 7: iteration 500/ 60336 | consumed samples: 128000 | consumed tokens: 262144000 | elapsed time per iteration (s): 0.38 | learning rate: 1.657E-04 | global batch size: 256 | lm loss: 5.881294E+00 | grad norm: 0.752 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.051 | TFLOPs: 31.70 | 7: iteration 510/ 60336 | consumed samples: 130560 | consumed tokens: 267386880 | elapsed time per iteration (s): 0.38 | learning rate: 1.691E-04 | global batch size: 256 | lm loss: 5.860138E+00 | grad norm: 0.777 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 669.209 | TFLOPs: 31.24 | 7: iteration 520/ 60336 | consumed samples: 133120 | consumed tokens: 272629760 | elapsed time per iteration (s): 0.38 | learning rate: 1.724E-04 | global batch size: 256 | lm loss: 5.836321E+00 | grad norm: 0.557 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.069 | TFLOPs: 31.79 | 7: iteration 530/ 60336 | consumed samples: 135680 | consumed tokens: 277872640 | elapsed time per iteration (s): 0.38 | learning rate: 1.757E-04 | global batch size: 256 | lm loss: 5.810459E+00 | grad norm: 1.159 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 670.445 | TFLOPs: 31.29 | 7: iteration 540/ 60336 | consumed samples: 138240 | consumed tokens: 283115520 | elapsed time per iteration (s): 0.38 | learning rate: 1.790E-04 | global batch size: 256 | lm loss: 5.811021E+00 | grad norm: 1.115 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.991 | TFLOPs: 31.55 | 7: iteration 550/ 60336 | consumed samples: 140800 | consumed tokens: 288358400 | elapsed 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global batch size: 256 | lm loss: 5.232696E+00 | grad norm: 0.537 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.485 | TFLOPs: 32.37 | 7: iteration 820/ 60336 | consumed samples: 209920 | consumed tokens: 429916160 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.224263E+00 | grad norm: 0.757 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.513 | TFLOPs: 31.90 | 7: iteration 830/ 60336 | consumed samples: 212480 | consumed tokens: 435159040 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.212549E+00 | grad norm: 0.623 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.870 | TFLOPs: 31.64 | 7: iteration 840/ 60336 | consumed samples: 215040 | consumed tokens: 440401920 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.204191E+00 | grad norm: 0.746 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.437 | TFLOPs: 31.71 | 7: iteration 850/ 60336 | consumed samples: 217600 | consumed tokens: 445644800 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.181878E+00 | grad norm: 0.737 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.931 | TFLOPs: 32.39 | 7: iteration 860/ 60336 | consumed samples: 220160 | consumed tokens: 450887680 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.172092E+00 | grad norm: 0.429 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.889 | TFLOPs: 31.78 | 7: iteration 870/ 60336 | consumed samples: 222720 | consumed tokens: 456130560 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.150011E+00 | grad norm: 0.553 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.241 | TFLOPs: 31.75 | 7: iteration 880/ 60336 | consumed samples: 225280 | consumed tokens: 461373440 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.133854E+00 | grad norm: 0.442 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.337 | TFLOPs: 32.04 | 7: iteration 890/ 60336 | consumed samples: 227840 | consumed tokens: 466616320 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.114003E+00 | grad norm: 0.538 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.179 | TFLOPs: 32.07 | 7: iteration 900/ 60336 | consumed samples: 230400 | consumed tokens: 471859200 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.114041E+00 | grad norm: 0.532 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.080 | TFLOPs: 32.40 | 7: iteration 910/ 60336 | consumed samples: 232960 | consumed tokens: 477102080 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.093898E+00 | grad norm: 0.566 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.224 | TFLOPs: 32.12 | 7: iteration 920/ 60336 | consumed samples: 235520 | consumed tokens: 482344960 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.090059E+00 | grad norm: 0.642 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.297 | TFLOPs: 31.89 | 7: iteration 930/ 60336 | consumed samples: 238080 | consumed tokens: 487587840 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.087260E+00 | grad norm: 0.718 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.127 | TFLOPs: 32.03 | 7: iteration 940/ 60336 | consumed samples: 240640 | consumed tokens: 492830720 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.086162E+00 | grad norm: 0.767 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.572 | TFLOPs: 32.05 | 7: iteration 950/ 60336 | consumed samples: 243200 | consumed tokens: 498073600 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.058996E+00 | grad norm: 0.523 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.402 | TFLOPs: 32.18 | 7: iteration 960/ 60336 | consumed samples: 245760 | consumed tokens: 503316480 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.035920E+00 | grad norm: 0.421 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.631 | TFLOPs: 32.14 | 7: iteration 970/ 60336 | consumed samples: 248320 | consumed tokens: 508559360 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.033796E+00 | grad norm: 0.486 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.784 | TFLOPs: 32.38 | 7: iteration 980/ 60336 | consumed samples: 250880 | consumed tokens: 513802240 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.009305E+00 | grad norm: 0.594 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.021 | TFLOPs: 31.65 | 7: iteration 990/ 60336 | consumed samples: 253440 | consumed tokens: 519045120 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 5.005132E+00 | grad norm: 0.612 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.833 | TFLOPs: 32.39 | 7: iteration 1000/ 60336 | consumed samples: 256000 | consumed tokens: 524288000 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.990053E+00 | grad norm: 0.489 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.134 | TFLOPs: 32.12 | 7: ----------------------------------------------------------------------------------------------- 7: validation loss at iteration 1000 | lm loss value: 4.997023E+00 | lm loss PPL: 1.479720E+02 | 7: ----------------------------------------------------------------------------------------------- 0: saving checkpoint at iteration 1000 to checkpoints_146m32b100mdedup 0: [2023-03-17 00:02:18,003] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step1000 is begin to save! 0: [2023-03-17 00:02:18,064] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step1000/layer_01-model_00-model_states.pt... 0: [2023-03-17 00:02:18,152] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/layer_01-model_00-model_states.pt. 0: [2023-03-17 00:02:18,152] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step1000/layer_03-model_00-model_states.pt... 0: [2023-03-17 00:02:18,169] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/layer_03-model_00-model_states.pt. 0: [2023-03-17 00:02:18,169] [INFO] 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt 0: [2023-03-17 00:02:18,442] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 0: [2023-03-17 00:02:18,442] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:02:18,443] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 0: [2023-03-17 00:02:18,443] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 0: [2023-03-17 00:02:18,444] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:02:18,445] [INFO] 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[Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:02:18,436] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:02:18,436] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-17 00:02:18,436] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-17 00:02:18,436] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-17 00:02:18,436] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 6: [2023-03-17 00:02:18,436] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 6: [2023-03-17 00:02:18,436] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 6: [2023-03-17 00:02:18,436] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:02:18,436] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-17 00:02:18,436] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 4: [2023-03-17 00:02:18,377] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:02:18,377] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:02:18,377] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:02:18,377] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:02:18,377] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:02:18,377] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:02:18,377] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:02:18,378] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt 4: [2023-03-17 00:02:18,378] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt 4: [2023-03-17 00:02:18,378] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 4: [2023-03-17 00:02:18,378] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 4: [2023-03-17 00:02:18,378] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: 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[torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 4: [2023-03-17 00:02:18,378] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 4: [2023-03-17 00:02:18,378] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 4: [2023-03-17 00:02:18,379] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:02:18,379] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-17 00:02:18,379] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 2: [2023-03-17 00:02:18,379] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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2: [2023-03-17 00:02:18,379] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:02:18,379] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-17 00:02:18,379] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 00:02:18,379] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 2: [2023-03-17 00:02:18,379] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-17 00:02:18,379] [INFO] 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[Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:02:18,381] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 00:02:18,381] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 5: [2023-03-17 00:02:18,383] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:02:18,383] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:02:18,383] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:02:18,383] 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[Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:02:18,383] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:02:18,383] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:02:18,383] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:02:18,384] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:02:18,384] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-17 00:02:18,384] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-17 00:02:18,384] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 5: [2023-03-17 00:02:18,384] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-17 00:02:18,384] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-17 00:02:18,384] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-17 00:02:18,384] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 5: [2023-03-17 00:02:18,384] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 5: [2023-03-17 00:02:18,384] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 5: [2023-03-17 00:02:18,384] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 0: [2023-03-17 00:02:18,478] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step1000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 00:02:18,478] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now! 0: successfully saved checkpoint at iteration 1000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 480.94 7: iteration 1010/ 60336 | consumed samples: 258560 | consumed tokens: 529530880 | elapsed time per iteration (s): 0.43 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.979606E+00 | grad norm: 0.840 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 591.744 | TFLOPs: 27.62 | 7: iteration 1020/ 60336 | consumed samples: 261120 | consumed tokens: 534773760 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.991002E+00 | grad norm: 0.780 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.759 | TFLOPs: 32.06 | 7: iteration 1030/ 60336 | consumed samples: 263680 | consumed tokens: 540016640 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.974860E+00 | grad norm: 0.436 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.223 | TFLOPs: 32.40 | 7: iteration 1040/ 60336 | consumed samples: 266240 | consumed tokens: 545259520 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.954048E+00 | grad norm: 0.492 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.374 | TFLOPs: 32.41 | 7: iteration 1050/ 60336 | consumed samples: 268800 | consumed tokens: 550502400 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.933737E+00 | grad norm: 0.447 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.505 | TFLOPs: 32.42 | 7: iteration 1060/ 60336 | consumed samples: 271360 | consumed tokens: 555745280 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.930480E+00 | grad norm: 0.444 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.407 | TFLOPs: 32.09 | 7: iteration 1070/ 60336 | consumed samples: 273920 | consumed tokens: 560988160 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.925924E+00 | grad norm: 0.462 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.467 | TFLOPs: 32.14 | 7: iteration 1080/ 60336 | consumed samples: 276480 | consumed tokens: 566231040 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.904241E+00 | grad norm: 0.461 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.084 | TFLOPs: 31.93 | 7: iteration 1090/ 60336 | consumed samples: 279040 | consumed tokens: 571473920 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.885565E+00 | grad norm: 0.831 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.791 | TFLOPs: 32.29 | 7: iteration 1100/ 60336 | consumed samples: 281600 | consumed tokens: 576716800 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.894940E+00 | grad norm: 0.654 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.047 | TFLOPs: 32.16 | 7: iteration 1110/ 60336 | consumed samples: 284160 | consumed tokens: 581959680 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.872260E+00 | grad norm: 0.717 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.727 | TFLOPs: 32.15 | 7: iteration 1120/ 60336 | consumed samples: 286720 | consumed tokens: 587202560 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.863614E+00 | grad norm: 0.725 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.091 | TFLOPs: 32.40 | 7: iteration 1130/ 60336 | consumed samples: 289280 | consumed tokens: 592445440 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.848992E+00 | grad norm: 0.501 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 694.049 | TFLOPs: 32.40 | 7: iteration 1140/ 60336 | consumed samples: 291840 | consumed tokens: 597688320 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.832210E+00 | grad norm: 0.637 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.164 | TFLOPs: 31.98 | 7: iteration 1150/ 60336 | consumed samples: 294400 | consumed tokens: 602931200 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.829980E+00 | grad norm: 0.491 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.055 | TFLOPs: 32.12 | 7: iteration 1160/ 60336 | consumed samples: 296960 | consumed tokens: 608174080 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.813868E+00 | grad norm: 0.470 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.305 | TFLOPs: 32.13 | 7: iteration 1170/ 60336 | consumed samples: 299520 | consumed tokens: 613416960 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.812126E+00 | grad norm: 0.492 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.173 | TFLOPs: 32.35 | 7: iteration 1180/ 60336 | consumed samples: 302080 | consumed tokens: 618659840 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.797069E+00 | grad norm: 1.056 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.889 | TFLOPs: 32.34 | 7: iteration 1190/ 60336 | consumed samples: 304640 | consumed tokens: 623902720 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.793508E+00 | grad norm: 0.641 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.065 | TFLOPs: 32.35 | 7: iteration 1200/ 60336 | consumed samples: 307200 | consumed tokens: 629145600 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.796795E+00 | grad norm: 0.576 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.112 | TFLOPs: 32.03 | 7: iteration 1210/ 60336 | consumed samples: 309760 | consumed tokens: 634388480 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.776844E+00 | grad norm: 0.583 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.641 | TFLOPs: 32.38 | 7: iteration 1220/ 60336 | consumed samples: 312320 | consumed tokens: 639631360 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.755915E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.309 | TFLOPs: 32.13 | 7: iteration 1230/ 60336 | consumed samples: 314880 | consumed tokens: 644874240 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size: 256 | lm loss: 4.751244E+00 | grad norm: 0.489 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.069 | TFLOPs: 32.12 | 7: iteration 1240/ 60336 | consumed samples: 317440 | consumed tokens: 650117120 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.739611E+00 | grad norm: 0.404 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.001 | TFLOPs: 32.35 | 7: iteration 1250/ 60336 | consumed samples: 320000 | consumed tokens: 655360000 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.741372E+00 | grad norm: 0.543 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.298 | TFLOPs: 32.17 | 7: iteration 1260/ 60336 | consumed samples: 322560 | consumed tokens: 660602880 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.721001E+00 | grad norm: 0.524 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.593 | TFLOPs: 32.37 | 7: iteration 1270/ 60336 | consumed samples: 325120 | consumed tokens: 665845760 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.720334E+00 | grad norm: 0.479 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.694 | TFLOPs: 32.38 | 7: iteration 1280/ 60336 | consumed samples: 327680 | consumed tokens: 671088640 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.716579E+00 | grad norm: 0.740 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.437 | TFLOPs: 32.13 | 7: iteration 1290/ 60336 | consumed samples: 330240 | consumed tokens: 676331520 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.709084E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.742 | TFLOPs: 32.38 | 7: iteration 1300/ 60336 | consumed samples: 332800 | consumed tokens: 681574400 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.705245E+00 | grad norm: 0.387 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.954 | TFLOPs: 32.34 | 7: iteration 1310/ 60336 | consumed samples: 335360 | consumed tokens: 686817280 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.695485E+00 | grad norm: 0.480 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.117 | TFLOPs: 32.35 | 7: iteration 1320/ 60336 | consumed samples: 337920 | consumed tokens: 692060160 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.684855E+00 | grad norm: 0.465 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.963 | TFLOPs: 32.34 | 7: iteration 1330/ 60336 | consumed samples: 340480 | consumed tokens: 697303040 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.665979E+00 | grad norm: 0.494 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.564 | TFLOPs: 32.33 | 7: iteration 1340/ 60336 | consumed samples: 343040 | consumed tokens: 702545920 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.673659E+00 | grad norm: 0.605 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.729 | TFLOPs: 32.33 | 7: iteration 1350/ 60336 | consumed samples: 345600 | consumed tokens: 707788800 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.659202E+00 | grad norm: 0.467 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.531 | TFLOPs: 32.00 | 7: iteration 1360/ 60336 | consumed samples: 348160 | consumed tokens: 713031680 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.670628E+00 | grad norm: 0.510 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.844 | TFLOPs: 32.34 | 7: iteration 1370/ 60336 | consumed samples: 350720 | consumed tokens: 718274560 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.656583E+00 | grad norm: 0.429 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.894 | TFLOPs: 32.34 | 7: iteration 1380/ 60336 | consumed samples: 353280 | consumed tokens: 723517440 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.653578E+00 | grad norm: 0.645 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.831 | TFLOPs: 32.34 | 7: iteration 1390/ 60336 | consumed samples: 355840 | consumed tokens: 728760320 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.645324E+00 | grad norm: 0.623 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.040 | TFLOPs: 32.35 | 7: iteration 1400/ 60336 | consumed samples: 358400 | consumed tokens: 734003200 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.638210E+00 | grad norm: 0.382 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.734 | TFLOPs: 32.33 | 7: iteration 1410/ 60336 | consumed samples: 360960 | consumed tokens: 739246080 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.628839E+00 | grad norm: 0.499 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.888 | TFLOPs: 32.06 | 7: iteration 1420/ 60336 | consumed samples: 363520 | consumed tokens: 744488960 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.631482E+00 | grad norm: 0.438 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.456 | TFLOPs: 31.99 | 7: iteration 1430/ 60336 | consumed samples: 366080 | consumed tokens: 749731840 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.629514E+00 | grad norm: 0.454 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.607 | TFLOPs: 32.33 | 7: iteration 1440/ 60336 | consumed samples: 368640 | consumed tokens: 754974720 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.613202E+00 | grad norm: 0.421 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.144 | TFLOPs: 32.35 | 7: iteration 1450/ 60336 | consumed samples: 371200 | consumed tokens: 760217600 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.610958E+00 | grad norm: 0.683 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.668 | TFLOPs: 32.33 | 7: iteration 1460/ 60336 | consumed samples: 373760 | consumed tokens: 765460480 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.605634E+00 | grad norm: 0.507 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.554 | TFLOPs: 32.09 | 7: iteration 1470/ 60336 | consumed samples: 376320 | consumed tokens: 770703360 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.597804E+00 | grad norm: 0.413 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.963 | TFLOPs: 31.88 | 7: iteration 1480/ 60336 | consumed samples: 378880 | consumed tokens: 775946240 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.591070E+00 | grad norm: 0.492 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.436 | TFLOPs: 31.85 | 7: iteration 1490/ 60336 | consumed samples: 381440 | consumed tokens: 781189120 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.582561E+00 | grad norm: 0.459 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.424 | TFLOPs: 32.04 | 7: iteration 1500/ 60336 | consumed samples: 384000 | consumed tokens: 786432000 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.579415E+00 | grad norm: 0.480 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.042 | TFLOPs: 32.30 | 7: iteration 1510/ 60336 | consumed samples: 386560 | consumed tokens: 791674880 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.579065E+00 | grad norm: 0.503 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.530 | TFLOPs: 32.32 | 7: iteration 1520/ 60336 | consumed samples: 389120 | consumed tokens: 796917760 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.579675E+00 | grad norm: 0.498 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.373 | TFLOPs: 32.04 | 7: iteration 1530/ 60336 | consumed samples: 391680 | consumed tokens: 802160640 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.573394E+00 | grad norm: 0.480 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.552 | TFLOPs: 32.33 | 7: iteration 1540/ 60336 | consumed samples: 394240 | consumed tokens: 807403520 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.569744E+00 | grad norm: 0.489 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.967 | TFLOPs: 32.21 | 7: iteration 1550/ 60336 | consumed samples: 396800 | consumed tokens: 812646400 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.560145E+00 | grad norm: 0.428 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.394 | TFLOPs: 32.32 | 7: iteration 1560/ 60336 | consumed samples: 399360 | consumed tokens: 817889280 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.554771E+00 | grad norm: 0.400 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.617 | TFLOPs: 31.82 | 7: iteration 1570/ 60336 | consumed samples: 401920 | consumed tokens: 823132160 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.546709E+00 | grad norm: 0.408 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.662 | TFLOPs: 32.33 | 7: iteration 1580/ 60336 | consumed samples: 404480 | consumed tokens: 828375040 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.548389E+00 | grad norm: 0.529 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.043 | TFLOPs: 32.35 | 7: iteration 1590/ 60336 | consumed samples: 407040 | consumed tokens: 833617920 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.533719E+00 | grad norm: 0.474 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.723 | TFLOPs: 31.63 | 7: iteration 1600/ 60336 | consumed samples: 409600 | consumed tokens: 838860800 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.537037E+00 | grad norm: 0.362 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.506 | TFLOPs: 32.23 | 7: iteration 1610/ 60336 | consumed samples: 412160 | consumed tokens: 844103680 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.535733E+00 | grad norm: 0.512 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.384 | TFLOPs: 32.32 | 7: iteration 1620/ 60336 | consumed samples: 414720 | consumed tokens: 849346560 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.524632E+00 | grad norm: 0.379 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.925 | TFLOPs: 31.92 | 7: iteration 1630/ 60336 | consumed samples: 417280 | consumed tokens: 854589440 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.523327E+00 | grad norm: 0.486 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.744 | TFLOPs: 31.77 | 7: iteration 1640/ 60336 | consumed samples: 419840 | consumed tokens: 859832320 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.522377E+00 | grad norm: 0.437 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.368 | TFLOPs: 32.32 | 7: iteration 1650/ 60336 | consumed samples: 422400 | consumed tokens: 865075200 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.515581E+00 | grad norm: 0.386 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.382 | TFLOPs: 32.13 | 7: iteration 1660/ 60336 | consumed samples: 424960 | consumed tokens: 870318080 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.513360E+00 | grad norm: 0.459 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.476 | TFLOPs: 31.95 | 7: iteration 1670/ 60336 | consumed samples: 427520 | consumed tokens: 875560960 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.506981E+00 | grad norm: 0.550 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.685 | TFLOPs: 31.91 | 7: iteration 1680/ 60336 | consumed samples: 430080 | consumed tokens: 880803840 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.504974E+00 | grad norm: 0.393 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.920 | TFLOPs: 32.34 | 7: iteration 1690/ 60336 | consumed samples: 432640 | consumed tokens: 886046720 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.499326E+00 | grad norm: 0.446 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.818 | TFLOPs: 31.68 | 7: iteration 1700/ 60336 | consumed samples: 435200 | consumed tokens: 891289600 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size: 256 | lm loss: 4.492042E+00 | grad norm: 0.449 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.769 | TFLOPs: 32.34 | 7: iteration 1710/ 60336 | consumed samples: 437760 | consumed tokens: 896532480 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.495488E+00 | grad norm: 0.424 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.103 | TFLOPs: 32.02 | 7: iteration 1720/ 60336 | consumed samples: 440320 | consumed tokens: 901775360 | elapsed time per iteration (s): 0.38 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.490038E+00 | grad norm: 0.476 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.944 | TFLOPs: 31.83 | 7: iteration 1730/ 60336 | consumed samples: 442880 | consumed tokens: 907018240 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.477436E+00 | grad norm: 0.473 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.703 | TFLOPs: 32.10 | 7: iteration 1740/ 60336 | consumed samples: 445440 | consumed tokens: 912261120 | elapsed time per iteration (s): 0.38 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.482319E+00 | grad norm: 0.497 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.775 | TFLOPs: 31.50 | 7: iteration 1750/ 60336 | consumed samples: 448000 | consumed tokens: 917504000 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.478285E+00 | grad norm: 0.439 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.189 | TFLOPs: 32.03 | 7: iteration 1760/ 60336 | consumed samples: 450560 | consumed tokens: 922746880 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.478331E+00 | grad norm: 0.429 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.786 | TFLOPs: 32.29 | 7: iteration 1770/ 60336 | consumed samples: 453120 | consumed tokens: 927989760 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.470482E+00 | grad norm: 0.529 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.513 | TFLOPs: 32.32 | 7: iteration 1780/ 60336 | consumed samples: 455680 | consumed tokens: 933232640 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.472714E+00 | grad norm: 0.447 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.665 | TFLOPs: 32.33 | 7: iteration 1790/ 60336 | consumed samples: 458240 | consumed tokens: 938475520 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.464653E+00 | grad norm: 0.434 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.970 | TFLOPs: 32.35 | 7: iteration 1800/ 60336 | consumed samples: 460800 | consumed tokens: 943718400 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.455319E+00 | grad norm: 0.376 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.500 | TFLOPs: 32.32 | 7: iteration 1810/ 60336 | consumed samples: 463360 | consumed tokens: 948961280 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.455164E+00 | grad norm: 0.442 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.784 | TFLOPs: 32.34 | 7: iteration 1820/ 60336 | consumed samples: 465920 | consumed tokens: 954204160 | elapsed time per iteration (s): 0.37 | learning rate: 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iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.455048E+00 | grad norm: 0.467 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.590 | TFLOPs: 32.33 | 7: iteration 1860/ 60336 | consumed samples: 476160 | consumed tokens: 975175680 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.455027E+00 | grad norm: 0.475 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.749 | TFLOPs: 32.01 | 7: iteration 1870/ 60336 | consumed samples: 478720 | consumed tokens: 980418560 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.437912E+00 | grad norm: 0.417 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.750 | TFLOPs: 32.34 | 7: iteration 1880/ 60336 | consumed samples: 481280 | consumed 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consumed samples: 488960 | consumed tokens: 1001390080 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.422198E+00 | grad norm: 0.464 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.637 | TFLOPs: 32.10 | 7: iteration 1920/ 60336 | consumed samples: 491520 | consumed tokens: 1006632960 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.428281E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.661 | TFLOPs: 32.33 | 7: iteration 1930/ 60336 | consumed samples: 494080 | consumed tokens: 1011875840 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.425427E+00 | grad norm: 0.450 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.765 | TFLOPs: 32.34 | 7: iteration 1940/ 60336 | consumed samples: 496640 | consumed tokens: 1017118720 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.414469E+00 | grad norm: 0.436 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.024 | TFLOPs: 32.35 | 7: iteration 1950/ 60336 | consumed samples: 499200 | consumed tokens: 1022361600 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.414603E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.812 | TFLOPs: 32.29 | 7: iteration 1960/ 60336 | consumed samples: 501760 | consumed tokens: 1027604480 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.411149E+00 | grad norm: 0.447 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.674 | TFLOPs: 32.00 | 7: iteration 1970/ 60336 | consumed samples: 504320 | consumed tokens: 1032847360 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.413362E+00 | grad norm: 0.434 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.616 | TFLOPs: 32.28 | 7: iteration 1980/ 60336 | consumed samples: 506880 | consumed tokens: 1038090240 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.400945E+00 | grad norm: 0.400 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.694 | TFLOPs: 32.01 | 7: iteration 1990/ 60336 | consumed samples: 509440 | consumed tokens: 1043333120 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.410417E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.237 | TFLOPs: 32.31 | 0: [2023-03-17 00:08:29,670] [INFO] [logging.py:68:log_dist] [Rank 0] step=2000, skipped=0, lr=[0.00019975730445280135, 0.00019975730445280135, 0.00019975730445280135], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 2000/ 60336 | consumed samples: 512000 | consumed tokens: 1048576000 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.401181E+00 | grad norm: 0.438 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.205 | TFLOPs: 32.31 | 0: steps: 2000 loss: 4.4006 iter time (s): 0.379 samples/sec: 675.522 7: ----------------------------------------------------------------------------------------------- 7: validation loss at iteration 2000 | lm loss value: 4.254584E+00 | lm loss PPL: 7.042750E+01 | 7: ----------------------------------------------------------------------------------------------- 0: saving checkpoint at iteration 2000 to checkpoints_146m32b100mdedup 0: [2023-03-17 00:08:29,793] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step2000 is begin to save! 0: [2023-03-17 00:08:29,796] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step2000/layer_01-model_00-model_states.pt... 0: [2023-03-17 00:08:29,881] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/layer_01-model_00-model_states.pt. 0: [2023-03-17 00:08:29,881] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step2000/layer_03-model_00-model_states.pt... 0: [2023-03-17 00:08:29,897] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/layer_03-model_00-model_states.pt. 0: [2023-03-17 00:08:29,898] [INFO] 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-17 00:08:30,143] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 0: [2023-03-17 00:08:30,166] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:08:30,166] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:08:30,167] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 0: [2023-03-17 00:08:30,167] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 3: [2023-03-17 00:08:30,259] [INFO] 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[torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:08:30,081] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:08:30,081] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-17 00:08:30,081] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 3: [2023-03-17 00:08:30,261] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:08:30,085] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:08:30,261] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt 4: [2023-03-17 00:08:30,085] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-17 00:08:30,085] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 3: [2023-03-17 00:08:30,261] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 4: [2023-03-17 00:08:30,085] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:08:30,085] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt 4: [2023-03-17 00:08:30,085] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 6: [2023-03-17 00:08:30,146] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:08:30,146] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-17 00:08:30,146] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 2: [2023-03-17 00:08:30,086] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:08:30,086] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-17 00:08:30,086] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 7: [2023-03-17 00:08:30,086] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:08:30,086] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 7: [2023-03-17 00:08:30,086] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt 7: [2023-03-17 00:08:30,086] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 2: [2023-03-17 00:08:30,086] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero 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[INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 1: [2023-03-17 00:08:30,087] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 6: [2023-03-17 00:08:30,148] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 1: [2023-03-17 00:08:30,087] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-17 00:08:30,087] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 6: [2023-03-17 00:08:30,148] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:08:30,148] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-17 00:08:30,148] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 7: [2023-03-17 00:08:30,087] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt. 7: [2023-03-17 00:08:30,087] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 7: [2023-03-17 00:08:30,087] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 1: [2023-03-17 00:08:30,088] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:08:30,088] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-17 00:08:30,088] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 4: [2023-03-17 00:08:30,088] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:08:30,088] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-17 00:08:30,088] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 4: [2023-03-17 00:08:30,088] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:08:30,089] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero 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[Torch] Checkpoint global_step2000 is ready now! 0: [2023-03-17 00:08:30,172] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt 0: [2023-03-17 00:08:30,172] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 0: [2023-03-17 00:08:30,172] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 0: [2023-03-17 00:08:30,172] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 0: [2023-03-17 00:08:30,172] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 7: [2023-03-17 00:08:30,089] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt. 7: [2023-03-17 00:08:30,089] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-17 00:08:30,090] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 7: [2023-03-17 00:08:30,089] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt. 7: [2023-03-17 00:08:30,090] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt 7: [2023-03-17 00:08:30,090] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 1: [2023-03-17 00:08:30,090] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:08:30,090] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-17 00:08:30,090] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 6: [2023-03-17 00:08:30,150] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:08:30,150] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-17 00:08:30,151] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 1: [2023-03-17 00:08:30,090] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:08:30,090] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-17 00:08:30,090] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 6: [2023-03-17 00:08:30,151] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:08:30,151] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-17 00:08:30,151] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 4: [2023-03-17 00:08:30,091] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:08:30,151] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:08:30,091] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt 6: [2023-03-17 00:08:30,151] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 4: [2023-03-17 00:08:30,091] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 6: [2023-03-17 00:08:30,151] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 7: [2023-03-17 00:08:30,091] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-17 00:08:30,091] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-17 00:08:30,091] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 2: [2023-03-17 00:08:30,087] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:08:30,087] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 00:08:30,087] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 4: [2023-03-17 00:08:30,092] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:08:30,092] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt 4: [2023-03-17 00:08:30,092] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 4: [2023-03-17 00:08:30,092] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:08:30,092] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-17 00:08:30,092] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 2: [2023-03-17 00:08:30,092] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:08:30,092] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 2: [2023-03-17 00:08:30,092] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 7: [2023-03-17 00:08:30,092] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt. 7: [2023-03-17 00:08:30,092] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 4: [2023-03-17 00:08:30,092] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt. 7: [2023-03-17 00:08:30,093] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 4: [2023-03-17 00:08:30,093] [INFO] 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt 0: [2023-03-17 00:08:30,179] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 3: [2023-03-17 00:08:30,272] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:08:30,272] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:08:30,272] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-17 00:08:30,272] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 5: [2023-03-17 00:08:30,083] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-17 00:08:30,083] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 3: [2023-03-17 00:08:30,272] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 3: [2023-03-17 00:08:30,272] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 5: [2023-03-17 00:08:30,084] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:08:30,084] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-17 00:08:30,084] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 5: [2023-03-17 00:08:30,084] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:08:30,084] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-17 00:08:30,084] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 5: [2023-03-17 00:08:30,086] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:08:30,087] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-17 00:08:30,087] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 5: [2023-03-17 00:08:30,088] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:08:30,088] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-17 00:08:30,088] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 5: [2023-03-17 00:08:30,088] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:08:30,088] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-17 00:08:30,088] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 5: [2023-03-17 00:08:30,091] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:08:30,091] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-17 00:08:30,091] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 5: [2023-03-17 00:08:30,092] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:08:30,092] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-17 00:08:30,273] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 7: [2023-03-17 00:08:30,097] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt. 7: [2023-03-17 00:08:30,097] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt 7: [2023-03-17 00:08:30,097] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 7: [2023-03-17 00:08:30,097] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 7: [2023-03-17 00:08:30,097] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-17 00:08:30,097] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 0: [2023-03-17 00:08:30,197] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step2000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 00:08:30,197] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now! 0: successfully saved checkpoint at iteration 2000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 408.57 7: iteration 2010/ 60336 | consumed samples: 514560 | consumed tokens: 1053818880 | elapsed time per iteration (s): 0.42 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.395251E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 607.397 | TFLOPs: 28.35 | 7: iteration 2020/ 60336 | consumed samples: 517120 | consumed tokens: 1059061760 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size: 256 | lm loss: 4.397782E+00 | grad norm: 0.444 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.244 | TFLOPs: 32.36 | 7: iteration 2030/ 60336 | consumed samples: 519680 | consumed tokens: 1064304640 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.385766E+00 | grad norm: 0.415 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.901 | TFLOPs: 32.34 | 7: iteration 2040/ 60336 | consumed samples: 522240 | consumed tokens: 1069547520 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.389147E+00 | grad norm: 0.392 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.851 | TFLOPs: 32.34 | 7: iteration 2050/ 60336 | consumed samples: 524800 | consumed tokens: 1074790400 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.384960E+00 | grad norm: 0.382 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.132 | TFLOPs: 32.31 | 7: iteration 2060/ 60336 | consumed samples: 527360 | consumed tokens: 1080033280 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.392014E+00 | grad norm: 0.377 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.368 | TFLOPs: 32.32 | 7: iteration 2070/ 60336 | consumed samples: 529920 | consumed tokens: 1085276160 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.377699E+00 | grad norm: 0.442 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.486 | TFLOPs: 32.32 | 7: iteration 2080/ 60336 | consumed samples: 532480 | consumed tokens: 1090519040 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.378256E+00 | grad norm: 0.432 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.667 | TFLOPs: 32.33 | 7: iteration 2090/ 60336 | consumed samples: 535040 | consumed tokens: 1095761920 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.379850E+00 | grad norm: 0.447 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.320 | TFLOPs: 32.27 | 7: iteration 2100/ 60336 | consumed samples: 537600 | consumed tokens: 1101004800 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.370847E+00 | grad norm: 0.419 | num zeros: 0.0 | 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grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.350 | TFLOPs: 32.32 | 7: iteration 2140/ 60336 | consumed samples: 547840 | consumed tokens: 1121976320 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.372301E+00 | grad norm: 0.366 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.969 | TFLOPs: 32.02 | 7: iteration 2150/ 60336 | consumed samples: 550400 | consumed tokens: 1127219200 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.353783E+00 | grad norm: 0.470 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.214 | TFLOPs: 32.36 | 7: iteration 2160/ 60336 | consumed samples: 552960 | consumed tokens: 1132462080 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.354401E+00 | grad norm: 0.379 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.588 | TFLOPs: 32.33 | 7: iteration 2170/ 60336 | consumed samples: 555520 | consumed tokens: 1137704960 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.358656E+00 | grad norm: 0.393 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.800 | TFLOPs: 32.34 | 7: iteration 2180/ 60336 | consumed samples: 558080 | consumed tokens: 1142947840 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.347336E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.073 | TFLOPs: 32.35 | 7: iteration 2190/ 60336 | consumed samples: 560640 | consumed tokens: 1148190720 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.354145E+00 | grad norm: 0.430 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.928 | TFLOPs: 32.34 | 7: iteration 2200/ 60336 | consumed samples: 563200 | consumed tokens: 1153433600 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.347689E+00 | grad norm: 0.541 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.499 | TFLOPs: 32.14 | 7: iteration 2210/ 60336 | consumed samples: 565760 | consumed tokens: 1158676480 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size: 256 | lm loss: 4.340968E+00 | grad norm: 0.362 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.942 | TFLOPs: 32.34 | 7: iteration 2220/ 60336 | consumed samples: 568320 | consumed tokens: 1163919360 | 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norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.483 | TFLOPs: 32.32 | 7: iteration 2400/ 60336 | consumed samples: 614400 | consumed tokens: 1258291200 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.304249E+00 | grad norm: 0.425 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.347 | TFLOPs: 32.32 | 7: iteration 2410/ 60336 | consumed samples: 616960 | consumed tokens: 1263534080 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.295487E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.675 | TFLOPs: 32.33 | 7: iteration 2420/ 60336 | consumed samples: 619520 | consumed tokens: 1268776960 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.300650E+00 | grad norm: 0.371 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.518 | TFLOPs: 32.32 | 7: iteration 2430/ 60336 | consumed samples: 622080 | consumed tokens: 1274019840 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.290470E+00 | grad norm: 0.418 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.760 | TFLOPs: 32.34 | 7: iteration 2440/ 60336 | consumed samples: 624640 | consumed tokens: 1279262720 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.292054E+00 | grad norm: 0.377 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.210 | TFLOPs: 32.31 | 7: iteration 2450/ 60336 | consumed samples: 627200 | consumed tokens: 1284505600 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.292172E+00 | grad norm: 0.388 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.329 | TFLOPs: 32.32 | 7: iteration 2460/ 60336 | consumed samples: 629760 | consumed tokens: 1289748480 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.284232E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.321 | TFLOPs: 32.32 | 7: iteration 2470/ 60336 | consumed samples: 632320 | consumed tokens: 1294991360 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.280638E+00 | grad norm: 0.430 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.790 | TFLOPs: 32.29 | 7: iteration 2480/ 60336 | consumed samples: 634880 | consumed tokens: 1300234240 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.275000E+00 | grad norm: 0.419 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.044 | TFLOPs: 32.30 | 7: iteration 2490/ 60336 | consumed samples: 637440 | consumed tokens: 1305477120 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.270795E+00 | grad norm: 0.399 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.315 | TFLOPs: 32.31 | 7: iteration 2500/ 60336 | consumed samples: 640000 | consumed tokens: 1310720000 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size: 256 | lm loss: 4.273115E+00 | grad norm: 0.447 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.927 | TFLOPs: 32.30 | 7: iteration 2510/ 60336 | consumed samples: 642560 | consumed 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samples per second: 691.491 | TFLOPs: 32.28 | 7: iteration 2600/ 60336 | consumed samples: 665600 | consumed tokens: 1363148800 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 4.256142E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.202 | TFLOPs: 32.31 | 7: iteration 2610/ 60336 | consumed samples: 668160 | consumed tokens: 1368391680 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 4.259679E+00 | grad norm: 0.433 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.059 | TFLOPs: 32.30 | 7: iteration 2620/ 60336 | consumed samples: 670720 | consumed tokens: 1373634560 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 4.253266E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.679 | TFLOPs: 32.00 | 7: iteration 2630/ 60336 | consumed samples: 673280 | consumed tokens: 1378877440 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 4.253076E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.022 | TFLOPs: 32.30 | 7: iteration 2640/ 60336 | consumed samples: 675840 | consumed tokens: 1384120320 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 4.259810E+00 | grad norm: 0.451 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.556 | TFLOPs: 32.33 | 7: iteration 2650/ 60336 | consumed samples: 678400 | consumed tokens: 1389363200 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 4.254915E+00 | grad norm: 0.364 | num zeros: 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4.239883E+00 | grad norm: 0.396 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.570 | TFLOPs: 32.33 | 7: iteration 2690/ 60336 | consumed samples: 688640 | consumed tokens: 1410334720 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 4.240647E+00 | grad norm: 0.391 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.158 | TFLOPs: 32.31 | 7: iteration 2700/ 60336 | consumed samples: 691200 | consumed tokens: 1415577600 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size: 256 | lm loss: 4.232578E+00 | grad norm: 0.370 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.130 | TFLOPs: 32.31 | 7: iteration 2710/ 60336 | consumed samples: 693760 | consumed tokens: 1420820480 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size: 256 | lm loss: 4.238448E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.261 | TFLOPs: 32.03 | 7: iteration 2720/ 60336 | consumed samples: 696320 | consumed tokens: 1426063360 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size: 256 | lm loss: 4.235525E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.924 | TFLOPs: 32.16 | 7: iteration 2730/ 60336 | consumed samples: 698880 | consumed tokens: 1431306240 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size: 256 | lm loss: 4.240227E+00 | grad norm: 0.408 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.967 | TFLOPs: 32.16 | 7: iteration 2740/ 60336 | consumed samples: 701440 | consumed tokens: 1436549120 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size: 256 | lm loss: 4.235101E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.224 | TFLOPs: 32.31 | 7: iteration 2750/ 60336 | consumed samples: 704000 | consumed tokens: 1441792000 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size: 256 | lm loss: 4.224520E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.579 | TFLOPs: 32.33 | 7: iteration 2760/ 60336 | consumed samples: 706560 | consumed tokens: 1447034880 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size: 256 | lm loss: 4.224660E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.261 | TFLOPs: 32.31 | 7: iteration 2770/ 60336 | consumed samples: 709120 | consumed tokens: 1452277760 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size: 256 | lm loss: 4.227494E+00 | grad norm: 0.371 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.365 | TFLOPs: 32.32 | 7: iteration 2780/ 60336 | consumed samples: 711680 | consumed tokens: 1457520640 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size: 256 | lm loss: 4.219795E+00 | grad norm: 0.402 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.339 | TFLOPs: 32.32 | 7: iteration 2790/ 60336 | consumed samples: 714240 | consumed tokens: 1462763520 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size: 256 | lm loss: 4.229784E+00 | grad norm: 0.387 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.300 | TFLOPs: 32.31 | 7: iteration 2800/ 60336 | consumed samples: 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of nan iterations: 0 | samples per second: 692.090 | TFLOPs: 32.30 | 7: iteration 2890/ 60336 | consumed samples: 739840 | consumed tokens: 1515192320 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 4.202710E+00 | grad norm: 0.368 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.311 | TFLOPs: 31.99 | 7: iteration 2900/ 60336 | consumed samples: 742400 | consumed tokens: 1520435200 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 4.193365E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.003 | TFLOPs: 32.30 | 7: iteration 2910/ 60336 | consumed samples: 744960 | consumed tokens: 1525678080 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 4.201405E+00 | grad norm: 0.377 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.459 | TFLOPs: 32.32 | 7: iteration 2920/ 60336 | consumed samples: 747520 | consumed tokens: 1530920960 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 4.202985E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.110 | TFLOPs: 32.31 | 7: iteration 2930/ 60336 | consumed samples: 750080 | consumed tokens: 1536163840 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 4.201777E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.204 | TFLOPs: 32.31 | 7: iteration 2940/ 60336 | consumed samples: 752640 | consumed tokens: 1541406720 | elapsed time per iteration (s): 0.38 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 4.193333E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.840 | TFLOPs: 31.83 | 7: iteration 2950/ 60336 | consumed samples: 755200 | consumed tokens: 1546649600 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 4.199569E+00 | grad norm: 0.382 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.942 | TFLOPs: 32.30 | 7: iteration 2960/ 60336 | consumed samples: 757760 | consumed tokens: 1551892480 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 4.193615E+00 | grad norm: 0.375 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.385 | TFLOPs: 32.32 | 7: iteration 2970/ 60336 | consumed samples: 760320 | consumed tokens: 1557135360 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 4.193405E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.006 | TFLOPs: 32.30 | 7: iteration 2980/ 60336 | consumed samples: 762880 | consumed tokens: 1562378240 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 4.187132E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.127 | TFLOPs: 32.31 | 7: iteration 2990/ 60336 | consumed samples: 765440 | consumed tokens: 1567621120 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 4.181464E+00 | grad norm: 0.431 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.571 | TFLOPs: 32.28 | 7: iteration 3000/ 60336 | consumed samples: 768000 | consumed tokens: 1572864000 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 4.185482E+00 | grad norm: 0.460 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.924 | TFLOPs: 32.30 | 7: ----------------------------------------------------------------------------------------------- 7: validation loss at iteration 3000 | lm loss value: 4.079971E+00 | lm loss PPL: 5.914374E+01 | 7: ----------------------------------------------------------------------------------------------- 0: saving checkpoint at iteration 3000 to checkpoints_146m32b100mdedup 0: [2023-03-17 00:14:40,576] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step3000 is begin to save! 0: [2023-03-17 00:14:40,579] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step3000/layer_01-model_00-model_states.pt... 0: [2023-03-17 00:14:40,665] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-17 00:14:40,933] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 0: [2023-03-17 00:14:40,957] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:14:40,957] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 0: [2023-03-17 00:14:40,957] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 1: [2023-03-17 00:14:40,874] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:14:40,874] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero 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Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:14:40,875] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 3: [2023-03-17 00:14:41,051] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 4: [2023-03-17 00:14:40,875] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 3: [2023-03-17 00:14:41,051] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 2: [2023-03-17 00:14:40,874] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:14:40,875] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:14:40,875] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-17 00:14:40,875] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 2: [2023-03-17 00:14:40,875] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-17 00:14:40,875] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 1: [2023-03-17 00:14:40,875] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:14:40,875] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-17 00:14:40,875] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 2: [2023-03-17 00:14:40,875] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:14:40,875] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:14:40,875] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 00:14:40,875] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 00:14:40,875] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 2: [2023-03-17 00:14:40,875] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 3: [2023-03-17 00:14:41,052] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:14:40,876] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:14:41,052] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 4: [2023-03-17 00:14:40,876] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt 3: [2023-03-17 00:14:41,052] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 4: [2023-03-17 00:14:40,876] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 4: [2023-03-17 00:14:40,876] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:14:40,877] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 4: [2023-03-17 00:14:40,877] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 6: [2023-03-17 00:14:40,937] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:14:40,937] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-17 00:14:40,937] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 0: [2023-03-17 00:14:40,960] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:14:40,960] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt 0: [2023-03-17 00:14:40,961] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 1: [2023-03-17 00:14:40,878] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:14:40,878] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:14:40,878] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 1: [2023-03-17 00:14:40,878] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt 1: [2023-03-17 00:14:40,878] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 1: [2023-03-17 00:14:40,878] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 3: [2023-03-17 00:14:41,054] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:14:41,054] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:14:41,054] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:14:41,054] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt 3: [2023-03-17 00:14:41,054] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-17 00:14:41,054] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt 3: [2023-03-17 00:14:41,054] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 3: [2023-03-17 00:14:41,054] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 3: [2023-03-17 00:14:41,054] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 5: [2023-03-17 00:14:40,870] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-17 00:14:40,870] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 5: [2023-03-17 00:14:40,871] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:14:40,872] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 5: [2023-03-17 00:14:40,872] [INFO] 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checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 7: [2023-03-17 00:14:40,881] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 7: [2023-03-17 00:14:40,881] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 6: [2023-03-17 00:14:40,942] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 6: [2023-03-17 00:14:40,942] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 0: [2023-03-17 00:14:40,978] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step3000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 00:14:40,978] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now! 0: successfully saved checkpoint at iteration 3000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 406.22 7: iteration 3010/ 60336 | consumed samples: 770560 | consumed tokens: 1578106880 | elapsed time per iteration (s): 0.42 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 4.188357E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 609.694 | TFLOPs: 28.46 | 7: iteration 3020/ 60336 | consumed samples: 773120 | consumed tokens: 1583349760 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 4.184094E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.327 | TFLOPs: 32.32 | 7: iteration 3030/ 60336 | consumed samples: 775680 | consumed tokens: 1588592640 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 4.179626E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.432 | TFLOPs: 32.32 | 7: iteration 3040/ 60336 | consumed samples: 778240 | consumed tokens: 1593835520 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 4.179584E+00 | grad norm: 0.410 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.907 | TFLOPs: 32.30 | 7: iteration 3050/ 60336 | consumed samples: 780800 | consumed tokens: 1599078400 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size: 256 | lm loss: 4.176866E+00 | grad norm: 0.397 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.046 | TFLOPs: 32.30 | 7: iteration 3060/ 60336 | consumed samples: 783360 | consumed tokens: 1604321280 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 4.176760E+00 | grad norm: 0.367 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.418 | TFLOPs: 32.32 | 7: iteration 3070/ 60336 | consumed samples: 785920 | consumed tokens: 1609564160 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 4.176176E+00 | grad norm: 0.387 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.994 | TFLOPs: 32.30 | 7: iteration 3080/ 60336 | consumed samples: 788480 | consumed tokens: 1614807040 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 4.168713E+00 | grad norm: 0.399 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.343 | TFLOPs: 32.32 | 7: iteration 3090/ 60336 | consumed samples: 791040 | consumed tokens: 1620049920 | elapsed time per iteration (s): 0.38 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 4.174161E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.395 | TFLOPs: 31.62 | 7: iteration 3100/ 60336 | consumed samples: 793600 | consumed tokens: 1625292800 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 4.173829E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.389 | TFLOPs: 32.32 | 7: iteration 3110/ 60336 | consumed samples: 796160 | consumed tokens: 1630535680 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 4.164168E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.590 | TFLOPs: 32.28 | 7: iteration 3120/ 60336 | consumed samples: 798720 | consumed tokens: 1635778560 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 4.170532E+00 | grad norm: 0.417 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.674 | TFLOPs: 32.28 | 7: iteration 3130/ 60336 | consumed samples: 801280 | consumed tokens: 1641021440 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 4.168877E+00 | grad norm: 0.398 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.095 | TFLOPs: 32.12 | 7: iteration 3140/ 60336 | consumed samples: 803840 | consumed tokens: 1646264320 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 4.173238E+00 | grad norm: 0.424 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.701 | TFLOPs: 32.29 | 7: iteration 3150/ 60336 | consumed samples: 806400 | consumed tokens: 1651507200 | elapsed time 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tokens: 1667235840 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 4.158929E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.966 | TFLOPs: 32.30 | 7: iteration 3190/ 60336 | consumed samples: 816640 | consumed tokens: 1672478720 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 4.149646E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.630 | TFLOPs: 32.28 | 7: iteration 3200/ 60336 | consumed samples: 819200 | consumed tokens: 1677721600 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 4.157896E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.543 | TFLOPs: 32.28 | 7: iteration 3210/ 60336 | consumed samples: 821760 | consumed tokens: 1682964480 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size: 256 | lm loss: 4.154905E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.849 | TFLOPs: 31.97 | 7: iteration 3220/ 60336 | consumed samples: 824320 | consumed tokens: 1688207360 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 4.154841E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.277 | TFLOPs: 32.27 | 7: iteration 3230/ 60336 | consumed samples: 826880 | consumed tokens: 1693450240 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 4.142307E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.704 | TFLOPs: 32.29 | 7: iteration 3240/ 60336 | consumed samples: 829440 | consumed tokens: 1698693120 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 4.146861E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.665 | TFLOPs: 32.28 | 7: iteration 3250/ 60336 | consumed samples: 832000 | consumed tokens: 1703936000 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 4.150626E+00 | grad norm: 0.467 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.104 | TFLOPs: 32.30 | 7: iteration 3260/ 60336 | consumed samples: 834560 | consumed tokens: 1709178880 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 4.148386E+00 | grad norm: 0.400 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.977 | TFLOPs: 32.30 | 7: iteration 3270/ 60336 | consumed samples: 837120 | consumed tokens: 1714421760 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 4.153122E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.880 | TFLOPs: 32.29 | 7: iteration 3280/ 60336 | consumed samples: 839680 | consumed tokens: 1719664640 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 4.152987E+00 | grad norm: 0.464 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.237 | TFLOPs: 32.31 | 7: iteration 3290/ 60336 | consumed samples: 842240 | consumed tokens: 1724907520 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 4.147598E+00 | grad norm: 0.399 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.241 | TFLOPs: 32.31 | 7: iteration 3300/ 60336 | consumed samples: 844800 | consumed tokens: 1730150400 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 4.147573E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.032 | TFLOPs: 32.30 | 7: iteration 3310/ 60336 | consumed samples: 847360 | consumed tokens: 1735393280 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 4.133653E+00 | grad norm: 0.423 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.769 | TFLOPs: 32.29 | 7: iteration 3320/ 60336 | consumed samples: 849920 | consumed tokens: 1740636160 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 4.139901E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.601 | TFLOPs: 32.33 | 7: iteration 3330/ 60336 | consumed samples: 852480 | consumed tokens: 1745879040 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 4.147517E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.051 | TFLOPs: 32.26 | 7: iteration 3340/ 60336 | consumed samples: 855040 | consumed tokens: 1751121920 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 4.135583E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.820 | TFLOPs: 32.10 | 7: iteration 3350/ 60336 | consumed samples: 857600 | consumed tokens: 1756364800 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 4.135854E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.085 | TFLOPs: 32.30 | 7: iteration 3360/ 60336 | consumed samples: 860160 | consumed tokens: 1761607680 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size: 256 | lm loss: 4.132621E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.113 | TFLOPs: 32.31 | 7: iteration 3370/ 60336 | consumed samples: 862720 | consumed tokens: 1766850560 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 4.127160E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.102 | TFLOPs: 32.30 | 7: iteration 3380/ 60336 | consumed samples: 865280 | consumed tokens: 1772093440 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 4.129497E+00 | grad norm: 0.425 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.207 | TFLOPs: 32.31 | 7: iteration 3390/ 60336 | consumed samples: 867840 | consumed tokens: 1777336320 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 4.131570E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.505 | TFLOPs: 32.04 | 7: iteration 3400/ 60336 | consumed samples: 870400 | consumed tokens: 1782579200 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 4.121051E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.436 | TFLOPs: 32.27 | 7: iteration 3410/ 60336 | consumed samples: 872960 | consumed tokens: 1787822080 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 4.121709E+00 | grad norm: 0.378 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.702 | TFLOPs: 32.10 | 7: iteration 3420/ 60336 | consumed samples: 875520 | consumed tokens: 1793064960 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 4.125832E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.862 | TFLOPs: 32.29 | 7: iteration 3430/ 60336 | consumed samples: 878080 | consumed tokens: 1798307840 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 4.125192E+00 | grad norm: 0.370 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.290 | TFLOPs: 32.31 | 7: iteration 3440/ 60336 | consumed samples: 880640 | consumed tokens: 1803550720 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 4.116141E+00 | grad norm: 0.364 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.840 | TFLOPs: 32.29 | 7: iteration 3450/ 60336 | consumed samples: 883200 | consumed tokens: 1808793600 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 4.123326E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.100 | TFLOPs: 32.30 | 7: iteration 3460/ 60336 | consumed samples: 885760 | consumed tokens: 1814036480 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 4.114975E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.968 | TFLOPs: 32.30 | 7: iteration 3470/ 60336 | consumed samples: 888320 | consumed tokens: 1819279360 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 4.123808E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.093 | TFLOPs: 32.30 | 7: iteration 3480/ 60336 | consumed samples: 890880 | consumed tokens: 1824522240 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 4.121131E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.719 | TFLOPs: 32.29 | 7: iteration 3490/ 60336 | consumed samples: 893440 | consumed tokens: 1829765120 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 4.109324E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.252 | TFLOPs: 32.31 | 7: iteration 3500/ 60336 | consumed samples: 896000 | consumed tokens: 1835008000 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 4.107388E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.992 | TFLOPs: 32.30 | 7: iteration 3510/ 60336 | consumed samples: 898560 | consumed tokens: 1840250880 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size: 256 | lm loss: 4.109859E+00 | grad norm: 0.417 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.162 | TFLOPs: 32.26 | 7: iteration 3520/ 60336 | consumed samples: 901120 | consumed tokens: 1845493760 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 4.113031E+00 | grad norm: 0.368 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.342 | TFLOPs: 32.32 | 7: iteration 3530/ 60336 | consumed samples: 903680 | consumed tokens: 1850736640 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 4.108535E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.863 | TFLOPs: 32.29 | 7: iteration 3540/ 60336 | consumed samples: 906240 | consumed tokens: 1855979520 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 4.106169E+00 | grad norm: 0.392 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.571 | TFLOPs: 32.33 | 7: iteration 3550/ 60336 | consumed samples: 908800 | consumed tokens: 1861222400 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 4.107404E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.658 | TFLOPs: 32.33 | 7: iteration 3560/ 60336 | consumed samples: 911360 | consumed tokens: 1866465280 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 4.110953E+00 | grad norm: 0.371 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.033 | TFLOPs: 32.30 | 7: iteration 3570/ 60336 | consumed samples: 913920 | consumed tokens: 1871708160 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 4.107112E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.011 | TFLOPs: 32.30 | 7: iteration 3580/ 60336 | consumed samples: 916480 | consumed tokens: 1876951040 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 4.103958E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.786 | TFLOPs: 32.29 | 7: iteration 3590/ 60336 | consumed samples: 919040 | consumed tokens: 1882193920 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 4.103653E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.289 | TFLOPs: 32.31 | 7: iteration 3600/ 60336 | consumed samples: 921600 | consumed tokens: 1887436800 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 4.094400E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.880 | TFLOPs: 32.29 | 7: iteration 3610/ 60336 | consumed samples: 924160 | consumed tokens: 1892679680 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 4.108945E+00 | grad norm: 0.395 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.430 | TFLOPs: 31.99 | 7: iteration 3620/ 60336 | consumed samples: 926720 | consumed tokens: 1897922560 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 4.100993E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.859 | TFLOPs: 32.29 | 7: iteration 3630/ 60336 | consumed samples: 929280 | consumed tokens: 1903165440 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 4.087658E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.696 | TFLOPs: 32.29 | 7: iteration 3640/ 60336 | consumed samples: 931840 | consumed tokens: 1908408320 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size: 256 | lm loss: 4.102058E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.162 | TFLOPs: 32.21 | 7: iteration 3650/ 60336 | consumed samples: 934400 | consumed tokens: 1913651200 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 4.087297E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.220 | TFLOPs: 32.22 | 7: iteration 3660/ 60336 | consumed samples: 936960 | consumed tokens: 1918894080 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 4.101815E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.565 | TFLOPs: 32.23 | 7: iteration 3670/ 60336 | consumed samples: 939520 | consumed tokens: 1924136960 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 4.092756E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.500 | TFLOPs: 32.23 | 7: iteration 3680/ 60336 | consumed samples: 942080 | consumed tokens: 1929379840 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 4.086124E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.834 | TFLOPs: 32.20 | 7: iteration 3690/ 60336 | consumed samples: 944640 | consumed tokens: 1934622720 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 4.097206E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.636 | TFLOPs: 32.19 | 7: iteration 3700/ 60336 | consumed samples: 947200 | consumed tokens: 1939865600 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 4.085831E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.727 | TFLOPs: 32.24 | 7: iteration 3710/ 60336 | consumed samples: 949760 | consumed tokens: 1945108480 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 4.081375E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.123 | TFLOPs: 32.21 | 7: iteration 3720/ 60336 | consumed samples: 952320 | consumed tokens: 1950351360 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 4.090135E+00 | grad norm: 0.391 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.762 | TFLOPs: 32.20 | 7: iteration 3730/ 60336 | consumed samples: 954880 | consumed tokens: 1955594240 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 4.088482E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.039 | TFLOPs: 32.21 | 7: iteration 3740/ 60336 | consumed samples: 957440 | consumed tokens: 1960837120 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 4.083883E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.200 | TFLOPs: 32.22 | 7: iteration 3750/ 60336 | consumed samples: 960000 | consumed tokens: 1966080000 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size: 256 | lm loss: 4.092636E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.312 | TFLOPs: 32.22 | 7: iteration 3760/ 60336 | 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1.986E-04 | global batch size: 256 | lm loss: 4.064879E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.808 | TFLOPs: 32.29 | 7: iteration 3940/ 60336 | consumed samples: 1008640 | consumed tokens: 2065694720 | elapsed time per iteration (s): 0.37 | learning rate: 1.986E-04 | global batch size: 256 | lm loss: 4.059843E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.870 | TFLOPs: 32.20 | 7: iteration 3950/ 60336 | consumed samples: 1011200 | consumed tokens: 2070937600 | elapsed time per iteration (s): 0.37 | learning rate: 1.986E-04 | global batch size: 256 | lm loss: 4.055127E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.021 | TFLOPs: 32.30 | 7: iteration 3960/ 60336 | consumed samples: 1013760 | consumed tokens: 2076180480 | elapsed time per iteration (s): 0.37 | learning rate: 1.986E-04 | global batch size: 256 | lm loss: 4.053889E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.984 | TFLOPs: 32.30 | 7: iteration 3970/ 60336 | consumed samples: 1016320 | consumed tokens: 2081423360 | elapsed time per iteration (s): 0.37 | learning rate: 1.986E-04 | global batch size: 256 | lm loss: 4.054964E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.398 | TFLOPs: 32.23 | 7: iteration 3980/ 60336 | consumed samples: 1018880 | consumed tokens: 2086666240 | elapsed time per iteration (s): 0.37 | learning rate: 1.986E-04 | global batch size: 256 | lm loss: 4.055840E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.347 | TFLOPs: 31.99 | 7: iteration 3990/ 60336 | consumed samples: 1021440 | consumed 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----------------------------------------------------------------------------------------------- 7: validation loss at iteration 4000 | lm loss value: 4.012750E+00 | lm loss PPL: 5.529874E+01 | 7: ----------------------------------------------------------------------------------------------- 0: saving checkpoint at iteration 4000 to checkpoints_146m32b100mdedup 0: [2023-03-17 00:20:51,659] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step4000 is begin to save! 0: [2023-03-17 00:20:51,662] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step4000/layer_01-model_00-model_states.pt... 0: [2023-03-17 00:20:51,747] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/layer_01-model_00-model_states.pt. 0: [2023-03-17 00:20:51,748] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step4000/layer_03-model_00-model_states.pt... 0: 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checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:20:51,948] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 6: [2023-03-17 00:20:52,009] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 1: [2023-03-17 00:20:51,948] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 6: [2023-03-17 00:20:52,009] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 6: [2023-03-17 00:20:52,009] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:20:52,009] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-17 00:20:52,009] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 1: [2023-03-17 00:20:51,949] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:20:51,950] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-17 00:20:51,950] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 5: [2023-03-17 00:20:51,949] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:20:51,950] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:20:52,033] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:20:51,950] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-17 00:20:51,950] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 0: [2023-03-17 00:20:52,034] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:20:52,034] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt 0: [2023-03-17 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[INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 1: [2023-03-17 00:20:51,952] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 2: [2023-03-17 00:20:51,952] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 1: [2023-03-17 00:20:51,952] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 2: [2023-03-17 00:20:51,952] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:20:52,128] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:20:52,128] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:20:52,128] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 1: [2023-03-17 00:20:51,952] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:20:52,128] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 3: [2023-03-17 00:20:52,128] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 1: [2023-03-17 00:20:51,952] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 4: [2023-03-17 00:20:51,951] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:20:51,951] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:20:52,128] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 4: [2023-03-17 00:20:51,951] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt 1: [2023-03-17 00:20:51,953] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 4: [2023-03-17 00:20:51,951] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt 4: [2023-03-17 00:20:51,951] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 4: [2023-03-17 00:20:51,951] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 0: [2023-03-17 00:20:52,036] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:20:51,950] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-17 00:20:51,950] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 0: [2023-03-17 00:20:52,036] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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[INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt. 7: [2023-03-17 00:20:51,954] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 4: [2023-03-17 00:20:51,954] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 3: [2023-03-17 00:20:52,129] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt 3: [2023-03-17 00:20:52,129] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 4: [2023-03-17 00:20:51,954] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:20:52,037] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-17 00:20:52,015] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 0: [2023-03-17 00:20:52,038] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:20:51,955] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:20:52,038] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 2: [2023-03-17 00:20:51,955] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 0: [2023-03-17 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checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-17 00:20:51,959] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 3: [2023-03-17 00:20:52,135] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:20:52,135] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-17 00:20:52,135] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 2: [2023-03-17 00:20:51,959] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:20:51,960] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero 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Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:20:52,136] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-17 00:20:52,136] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-17 00:20:52,136] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 3: [2023-03-17 00:20:52,136] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 0: [2023-03-17 00:20:52,047] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 00:20:52,047] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 5: [2023-03-17 00:20:51,953] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-17 00:20:51,953] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 5: [2023-03-17 00:20:51,954] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:20:51,955] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 5: [2023-03-17 00:20:51,955] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 5: [2023-03-17 00:20:51,956] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:20:51,957] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-17 00:20:51,957] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 5: [2023-03-17 00:20:51,957] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:20:51,957] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-17 00:20:51,957] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 5: [2023-03-17 00:20:51,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:20:51,963] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-17 00:20:51,963] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 5: [2023-03-17 00:20:51,964] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:20:51,964] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step4000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-17 00:20:51,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now! 2: [2023-03-17 00:20:51,962] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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time (ms) | save-checkpoint: 403.89 7: iteration 4010/ 60336 | consumed samples: 1026560 | consumed tokens: 2102394880 | elapsed time per iteration (s): 0.43 | learning rate: 1.986E-04 | global batch size: 256 | lm loss: 4.056012E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 602.325 | TFLOPs: 28.11 | 7: iteration 4020/ 60336 | consumed samples: 1029120 | consumed tokens: 2107637760 | elapsed time per iteration (s): 0.37 | learning rate: 1.986E-04 | global batch size: 256 | lm loss: 4.046944E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.418 | TFLOPs: 32.32 | 7: iteration 4030/ 60336 | consumed samples: 1031680 | consumed tokens: 2112880640 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 4.048926E+00 | grad norm: 0.379 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.693 | TFLOPs: 32.33 | 7: iteration 4040/ 60336 | consumed samples: 1034240 | consumed tokens: 2118123520 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 4.050228E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.572 | TFLOPs: 32.33 | 7: iteration 4050/ 60336 | consumed samples: 1036800 | consumed tokens: 2123366400 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 4.048046E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.499 | TFLOPs: 32.32 | 7: iteration 4060/ 60336 | consumed samples: 1039360 | consumed tokens: 2128609280 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 4.046543E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.268 | TFLOPs: 32.31 | 7: iteration 4070/ 60336 | consumed samples: 1041920 | consumed tokens: 2133852160 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 4.047921E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.282 | TFLOPs: 32.31 | 7: iteration 4080/ 60336 | consumed samples: 1044480 | consumed tokens: 2139095040 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 4.048305E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.600 | TFLOPs: 32.33 | 7: iteration 4090/ 60336 | consumed samples: 1047040 | consumed tokens: 2144337920 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 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1.985E-04 | global batch size: 256 | lm loss: 4.043555E+00 | grad norm: 0.430 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.961 | TFLOPs: 32.30 | 7: iteration 4130/ 60336 | consumed samples: 1057280 | consumed tokens: 2165309440 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size: 256 | lm loss: 4.026294E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.835 | TFLOPs: 32.29 | 7: iteration 4140/ 60336 | consumed samples: 1059840 | consumed tokens: 2170552320 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size: 256 | lm loss: 4.041495E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.334 | TFLOPs: 32.32 | 7: iteration 4150/ 60336 | consumed samples: 1062400 | consumed tokens: 2175795200 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size: 256 | lm loss: 4.038643E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.369 | TFLOPs: 32.32 | 7: iteration 4160/ 60336 | consumed samples: 1064960 | consumed tokens: 2181038080 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size: 256 | lm loss: 4.036641E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.198 | TFLOPs: 32.31 | 7: iteration 4170/ 60336 | consumed samples: 1067520 | consumed tokens: 2186280960 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size: 256 | lm loss: 4.042632E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.454 | TFLOPs: 31.90 | 7: iteration 4180/ 60336 | consumed samples: 1070080 | consumed 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norm: 0.328 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.353 | TFLOPs: 32.27 | 7: iteration 4330/ 60336 | consumed samples: 1108480 | consumed tokens: 2270167040 | elapsed time per iteration (s): 0.37 | learning rate: 1.983E-04 | global batch size: 256 | lm loss: 4.023092E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.058 | TFLOPs: 31.98 | 7: iteration 4340/ 60336 | consumed samples: 1111040 | consumed tokens: 2275409920 | elapsed time per iteration (s): 0.37 | learning rate: 1.983E-04 | global batch size: 256 | lm loss: 4.018070E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.502 | TFLOPs: 32.04 | 7: iteration 4350/ 60336 | consumed samples: 1113600 | consumed tokens: 2280652800 | elapsed time per iteration (s): 0.37 | learning rate: 1.983E-04 | global batch size: 256 | lm loss: 4.024239E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.681 | TFLOPs: 32.10 | 7: iteration 4360/ 60336 | consumed samples: 1116160 | consumed tokens: 2285895680 | elapsed time per iteration (s): 0.37 | learning rate: 1.982E-04 | global batch size: 256 | lm loss: 4.012097E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.902 | TFLOPs: 32.30 | 7: iteration 4370/ 60336 | consumed samples: 1118720 | consumed tokens: 2291138560 | elapsed time per iteration (s): 0.37 | learning rate: 1.982E-04 | global batch size: 256 | lm loss: 4.009276E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.804 | TFLOPs: 32.29 | 7: iteration 4380/ 60336 | consumed samples: 1121280 | consumed tokens: 2296381440 | elapsed time per iteration (s): 0.37 | 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iteration 4470/ 60336 | consumed samples: 1144320 | consumed tokens: 2343567360 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size: 256 | lm loss: 4.002342E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.813 | TFLOPs: 32.29 | 7: iteration 4480/ 60336 | consumed samples: 1146880 | consumed tokens: 2348810240 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size: 256 | lm loss: 4.001486E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.323 | TFLOPs: 32.27 | 7: iteration 4490/ 60336 | consumed samples: 1149440 | consumed tokens: 2354053120 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size: 256 | lm loss: 4.007888E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.990 | TFLOPs: 32.25 | 7: iteration 4500/ 60336 | consumed samples: 1152000 | consumed tokens: 2359296000 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size: 256 | lm loss: 4.000634E+00 | grad norm: 0.371 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.431 | TFLOPs: 32.27 | 7: iteration 4510/ 60336 | consumed samples: 1154560 | consumed tokens: 2364538880 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size: 256 | lm loss: 4.002692E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.017 | TFLOPs: 32.25 | 7: iteration 4520/ 60336 | consumed samples: 1157120 | consumed tokens: 2369781760 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size: 256 | lm loss: 3.996827E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations: 0 | 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3.990687E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.583 | TFLOPs: 32.28 | 7: iteration 4590/ 60336 | consumed samples: 1175040 | consumed tokens: 2406481920 | elapsed time per iteration (s): 0.37 | learning rate: 1.980E-04 | global batch size: 256 | lm loss: 3.995550E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.713 | TFLOPs: 32.29 | 7: iteration 4600/ 60336 | consumed samples: 1177600 | consumed tokens: 2411724800 | elapsed time per iteration (s): 0.37 | learning rate: 1.980E-04 | global batch size: 256 | lm loss: 3.986679E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.662 | TFLOPs: 32.28 | 7: iteration 4610/ 60336 | consumed samples: 1180160 | consumed tokens: 2416967680 | elapsed time per iteration (s): 0.37 | learning rate: 1.980E-04 | global batch size: 256 | lm loss: 3.985062E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.499 | TFLOPs: 32.28 | 7: iteration 4620/ 60336 | consumed samples: 1182720 | consumed tokens: 2422210560 | elapsed time per iteration (s): 0.37 | learning rate: 1.980E-04 | global batch size: 256 | lm loss: 3.997893E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.394 | TFLOPs: 32.27 | 7: iteration 4630/ 60336 | consumed samples: 1185280 | consumed tokens: 2427453440 | elapsed time per iteration (s): 0.37 | learning rate: 1.980E-04 | global batch size: 256 | lm loss: 3.992740E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.576 | TFLOPs: 32.28 | 7: iteration 4640/ 60336 | consumed samples: 1187840 | consumed tokens: 2432696320 | elapsed time per iteration (s): 0.37 | learning rate: 1.980E-04 | global batch size: 256 | lm loss: 3.987007E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.864 | TFLOPs: 32.25 | 7: iteration 4650/ 60336 | consumed samples: 1190400 | consumed tokens: 2437939200 | elapsed time per iteration (s): 0.37 | learning rate: 1.980E-04 | global batch size: 256 | lm loss: 3.990964E+00 | grad norm: 0.387 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.192 | TFLOPs: 32.26 | 7: iteration 4660/ 60336 | consumed samples: 1192960 | consumed tokens: 2443182080 | elapsed time per iteration (s): 0.37 | learning rate: 1.980E-04 | global batch size: 256 | lm loss: 3.983966E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.263 | TFLOPs: 32.27 | 7: iteration 4670/ 60336 | consumed samples: 1195520 | consumed 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iterations: 0 | samples per second: 691.680 | TFLOPs: 32.29 | 7: iteration 4760/ 60336 | consumed samples: 1218560 | consumed tokens: 2495610880 | elapsed time per iteration (s): 0.37 | learning rate: 1.979E-04 | global batch size: 256 | lm loss: 3.982040E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.635 | TFLOPs: 32.28 | 7: iteration 4770/ 60336 | consumed samples: 1221120 | consumed tokens: 2500853760 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size: 256 | lm loss: 3.980833E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.317 | TFLOPs: 31.99 | 7: iteration 4780/ 60336 | consumed samples: 1223680 | consumed tokens: 2506096640 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size: 256 | lm loss: 3.976740E+00 | grad norm: 0.343 | num zeros: 0.0 | number of 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norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.568 | TFLOPs: 32.28 | 7: iteration 4820/ 60336 | consumed samples: 1233920 | consumed tokens: 2527068160 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size: 256 | lm loss: 3.974654E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.155 | TFLOPs: 32.26 | 7: iteration 4830/ 60336 | consumed samples: 1236480 | consumed tokens: 2532311040 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size: 256 | lm loss: 3.969241E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.684 | TFLOPs: 32.24 | 7: iteration 4840/ 60336 | consumed samples: 1239040 | consumed tokens: 2537553920 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size: 256 | lm loss: 3.980838E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.119 | TFLOPs: 32.26 | 7: iteration 4850/ 60336 | consumed samples: 1241600 | consumed tokens: 2542796800 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size: 256 | lm loss: 3.966759E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.667 | TFLOPs: 31.96 | 7: iteration 4860/ 60336 | consumed samples: 1244160 | consumed tokens: 2548039680 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size: 256 | lm loss: 3.968270E+00 | grad norm: 0.375 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.564 | TFLOPs: 32.28 | 7: iteration 4870/ 60336 | consumed samples: 1246720 | consumed tokens: 2553282560 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size: 256 | lm loss: 3.963531E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.227 | TFLOPs: 32.26 | 7: iteration 4880/ 60336 | consumed samples: 1249280 | consumed tokens: 2558525440 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size: 256 | lm loss: 3.968574E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.413 | TFLOPs: 32.27 | 7: iteration 4890/ 60336 | consumed samples: 1251840 | consumed tokens: 2563768320 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size: 256 | lm loss: 3.970871E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.109 | TFLOPs: 32.26 | 7: iteration 4900/ 60336 | consumed samples: 1254400 | consumed tokens: 2569011200 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size: 256 | lm loss: 3.967183E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.194 | TFLOPs: 32.26 | 7: iteration 4910/ 60336 | consumed samples: 1256960 | consumed tokens: 2574254080 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size: 256 | lm loss: 3.964418E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.574 | TFLOPs: 32.28 | 7: iteration 4920/ 60336 | consumed samples: 1259520 | consumed tokens: 2579496960 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size: 256 | lm loss: 3.962026E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.445 | TFLOPs: 32.27 | 7: iteration 4930/ 60336 | consumed samples: 1262080 | consumed tokens: 2584739840 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size: 256 | lm loss: 3.961941E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.630 | TFLOPs: 32.28 | 7: iteration 4940/ 60336 | consumed samples: 1264640 | consumed tokens: 2589982720 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size: 256 | lm loss: 3.961360E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.665 | TFLOPs: 32.28 | 7: iteration 4950/ 60336 | consumed samples: 1267200 | consumed tokens: 2595225600 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size: 256 | lm loss: 3.960762E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.788 | TFLOPs: 32.29 | 7: iteration 4960/ 60336 | consumed samples: 1269760 | consumed tokens: 2600468480 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size: 256 | lm loss: 3.959374E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.723 | TFLOPs: 32.29 | 7: iteration 4970/ 60336 | consumed samples: 1272320 | consumed tokens: 2605711360 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size: 256 | lm loss: 3.961920E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.475 | TFLOPs: 32.28 | 7: iteration 4980/ 60336 | consumed samples: 1274880 | consumed tokens: 2610954240 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size: 256 | lm loss: 3.953392E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.658 | TFLOPs: 32.28 | 7: iteration 4990/ 60336 | consumed samples: 1277440 | consumed tokens: 2616197120 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size: 256 | lm loss: 3.955454E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.899 | TFLOPs: 32.30 | 7: iteration 5000/ 60336 | consumed samples: 1280000 | consumed tokens: 2621440000 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size: 256 | lm loss: 3.953724E+00 | grad norm: 0.368 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.580 | TFLOPs: 32.28 | 7: ----------------------------------------------------------------------------------------------- 7: validation loss at iteration 5000 | lm loss value: 3.918808E+00 | lm loss PPL: 5.034043E+01 | 7: ----------------------------------------------------------------------------------------------- 0: saving checkpoint at iteration 5000 to checkpoints_146m32b100mdedup 0: [2023-03-17 00:27:02,653] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step5000 is begin to save! 0: [2023-03-17 00:27:02,657] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step5000/layer_01-model_00-model_states.pt... 0: [2023-03-17 00:27:02,742] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step5000/layer_01-model_00-model_states.pt. 0: [2023-03-17 00:27:02,742] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step5000/layer_03-model_00-model_states.pt... 0: [2023-03-17 00:27:02,758] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step5000/layer_03-model_00-model_states.pt. 0: [2023-03-17 00:27:02,759] [INFO] 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[INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step5000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:27:02,954] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step5000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-17 00:27:02,954] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now! 2: [2023-03-17 00:27:02,954] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step5000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:27:02,954] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step5000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:27:02,954] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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| global batch size: 256 | lm loss: 3.952934E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 609.253 | TFLOPs: 28.44 | 7: iteration 5020/ 60336 | consumed samples: 1285120 | consumed tokens: 2631925760 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size: 256 | lm loss: 3.958591E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.083 | TFLOPs: 32.30 | 7: iteration 5030/ 60336 | consumed samples: 1287680 | consumed tokens: 2637168640 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size: 256 | lm loss: 3.952422E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.470 | TFLOPs: 32.28 | 7: iteration 5040/ 60336 | consumed samples: 1290240 | consumed tokens: 2642411520 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size: 256 | lm loss: 3.959112E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.044 | TFLOPs: 32.26 | 7: iteration 5050/ 60336 | consumed samples: 1292800 | consumed tokens: 2647654400 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.946625E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.319 | TFLOPs: 32.27 | 7: iteration 5060/ 60336 | consumed samples: 1295360 | consumed tokens: 2652897280 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.953535E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.350 | TFLOPs: 32.27 | 7: iteration 5070/ 60336 | consumed samples: 1297920 | consumed tokens: 2658140160 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.947750E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.403 | TFLOPs: 32.27 | 7: iteration 5080/ 60336 | consumed samples: 1300480 | consumed tokens: 2663383040 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.949943E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.244 | TFLOPs: 32.26 | 7: iteration 5090/ 60336 | consumed samples: 1303040 | consumed tokens: 2668625920 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.947281E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.452 | TFLOPs: 32.27 | 7: iteration 5100/ 60336 | consumed samples: 1305600 | consumed tokens: 2673868800 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.947504E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.338 | TFLOPs: 32.27 | 7: iteration 5110/ 60336 | consumed samples: 1308160 | consumed tokens: 2679111680 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.949752E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.370 | TFLOPs: 32.27 | 7: iteration 5120/ 60336 | consumed samples: 1310720 | consumed tokens: 2684354560 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.959397E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.402 | TFLOPs: 32.27 | 7: iteration 5130/ 60336 | consumed samples: 1313280 | consumed tokens: 2689597440 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.946145E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.345 | TFLOPs: 32.27 | 7: iteration 5140/ 60336 | consumed samples: 1315840 | consumed tokens: 2694840320 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size: 256 | lm loss: 3.941601E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.404 | TFLOPs: 32.27 | 7: iteration 5150/ 60336 | consumed samples: 1318400 | consumed tokens: 2700083200 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size: 256 | lm loss: 3.944365E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.219 | TFLOPs: 32.26 | 7: iteration 5160/ 60336 | consumed samples: 1320960 | consumed tokens: 2705326080 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size: 256 | lm loss: 3.936337E+00 | grad norm: 0.387 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.171 | TFLOPs: 32.26 | 7: iteration 5170/ 60336 | consumed samples: 1323520 | consumed tokens: 2710568960 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size: 256 | lm loss: 3.945917E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.376 | TFLOPs: 32.27 | 7: iteration 5180/ 60336 | consumed samples: 1326080 | consumed tokens: 2715811840 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size: 256 | lm loss: 3.938513E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.484 | TFLOPs: 32.28 | 7: iteration 5190/ 60336 | consumed samples: 1328640 | consumed tokens: 2721054720 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size: 256 | lm loss: 3.941127E+00 | grad norm: 0.384 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.431 | TFLOPs: 32.27 | 7: iteration 5200/ 60336 | consumed samples: 1331200 | consumed tokens: 2726297600 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size: 256 | lm loss: 3.945139E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.355 | TFLOPs: 32.27 | 7: iteration 5210/ 60336 | consumed samples: 1333760 | consumed tokens: 2731540480 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size: 256 | lm loss: 3.936414E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.439 | TFLOPs: 32.27 | 7: iteration 5220/ 60336 | consumed samples: 1336320 | consumed tokens: 2736783360 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size: 256 | lm loss: 3.934464E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.232 | TFLOPs: 32.26 | 7: iteration 5230/ 60336 | consumed samples: 1338880 | consumed tokens: 2742026240 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size: 256 | lm loss: 3.938416E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.110 | TFLOPs: 32.26 | 7: iteration 5240/ 60336 | consumed samples: 1341440 | consumed tokens: 2747269120 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size: 256 | lm loss: 3.938872E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.562 | TFLOPs: 32.28 | 7: iteration 5250/ 60336 | consumed samples: 1344000 | consumed tokens: 2752512000 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size: 256 | lm loss: 3.937140E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.221 | TFLOPs: 32.26 | 7: iteration 5260/ 60336 | consumed samples: 1346560 | consumed tokens: 2757754880 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size: 256 | lm loss: 3.947245E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.489 | TFLOPs: 32.04 | 7: iteration 5270/ 60336 | consumed samples: 1349120 | consumed tokens: 2762997760 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size: 256 | lm loss: 3.930845E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.432 | TFLOPs: 32.27 | 7: iteration 5280/ 60336 | consumed samples: 1351680 | consumed tokens: 2768240640 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size: 256 | lm loss: 3.929538E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.521 | TFLOPs: 32.28 | 7: iteration 5290/ 60336 | consumed samples: 1354240 | consumed tokens: 2773483520 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size: 256 | lm loss: 3.929974E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.004 | TFLOPs: 32.25 | 7: iteration 5300/ 60336 | consumed samples: 1356800 | consumed tokens: 2778726400 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size: 256 | lm loss: 3.926696E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.562 | TFLOPs: 32.28 | 7: iteration 5310/ 60336 | consumed samples: 1359360 | consumed tokens: 2783969280 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size: 256 | lm loss: 3.929951E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.917 | TFLOPs: 32.30 | 7: iteration 5320/ 60336 | consumed samples: 1361920 | consumed tokens: 2789212160 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size: 256 | lm loss: 3.933465E+00 | grad norm: 0.418 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.506 | TFLOPs: 32.28 | 7: iteration 5330/ 60336 | consumed samples: 1364480 | consumed tokens: 2794455040 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size: 256 | lm loss: 3.936153E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.531 | TFLOPs: 32.28 | 7: iteration 5340/ 60336 | consumed samples: 1367040 | consumed tokens: 2799697920 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size: 256 | lm loss: 3.933469E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.621 | TFLOPs: 32.28 | 7: iteration 5350/ 60336 | consumed samples: 1369600 | consumed tokens: 2804940800 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size: 256 | lm loss: 3.929013E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.626 | TFLOPs: 32.28 | 7: iteration 5360/ 60336 | consumed samples: 1372160 | consumed tokens: 2810183680 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size: 256 | lm loss: 3.934629E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.400 | TFLOPs: 32.27 | 7: iteration 5370/ 60336 | consumed samples: 1374720 | consumed tokens: 2815426560 | elapsed time per iteration (s): 0.38 | learning rate: 1.972E-04 | global batch size: 256 | lm loss: 3.936393E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.108 | TFLOPs: 31.84 | 7: iteration 5380/ 60336 | consumed samples: 1377280 | consumed tokens: 2820669440 | elapsed time per iteration (s): 0.38 | learning rate: 1.972E-04 | global batch size: 256 | lm loss: 3.926765E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.657 | TFLOPs: 31.86 | 7: iteration 5390/ 60336 | consumed samples: 1379840 | consumed tokens: 2825912320 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size: 256 | lm loss: 3.922016E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.240 | TFLOPs: 32.26 | 7: iteration 5400/ 60336 | consumed samples: 1382400 | consumed tokens: 2831155200 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size: 256 | lm loss: 3.921501E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.527 | TFLOPs: 32.28 | 7: iteration 5410/ 60336 | consumed samples: 1384960 | consumed tokens: 2836398080 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size: 256 | lm loss: 3.919998E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.849 | TFLOPs: 32.25 | 7: iteration 5420/ 60336 | consumed samples: 1387520 | consumed tokens: 2841640960 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size: 256 | lm loss: 3.927532E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.768 | TFLOPs: 32.24 | 7: iteration 5430/ 60336 | consumed samples: 1390080 | consumed tokens: 2846883840 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size: 256 | lm loss: 3.921067E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.048 | TFLOPs: 32.26 | 7: iteration 5440/ 60336 | consumed samples: 1392640 | consumed tokens: 2852126720 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size: 256 | lm loss: 3.922266E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.287 | TFLOPs: 32.27 | 7: iteration 5450/ 60336 | consumed samples: 1395200 | consumed tokens: 2857369600 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size: 256 | lm loss: 3.920548E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.410 | TFLOPs: 32.27 | 7: iteration 5460/ 60336 | consumed samples: 1397760 | consumed tokens: 2862612480 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size: 256 | lm loss: 3.925003E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.711 | TFLOPs: 32.10 | 7: iteration 5470/ 60336 | consumed samples: 1400320 | consumed tokens: 2867855360 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size: 256 | lm loss: 3.919249E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.498 | TFLOPs: 32.28 | 7: iteration 5480/ 60336 | consumed samples: 1402880 | consumed tokens: 2873098240 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size: 256 | lm loss: 3.916512E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.420 | TFLOPs: 32.09 | 7: iteration 5490/ 60336 | consumed samples: 1405440 | consumed tokens: 2878341120 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size: 256 | lm loss: 3.924973E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.692 | TFLOPs: 32.29 | 7: iteration 5500/ 60336 | consumed samples: 1408000 | consumed tokens: 2883584000 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size: 256 | lm loss: 3.922104E+00 | grad norm: 0.362 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.760 | TFLOPs: 32.29 | 7: iteration 5510/ 60336 | consumed samples: 1410560 | consumed tokens: 2888826880 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size: 256 | lm loss: 3.920329E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.685 | TFLOPs: 32.29 | 7: iteration 5520/ 60336 | consumed samples: 1413120 | consumed tokens: 2894069760 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size: 256 | lm loss: 3.916024E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.782 | TFLOPs: 32.29 | 7: iteration 5530/ 60336 | consumed samples: 1415680 | consumed tokens: 2899312640 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size: 256 | lm loss: 3.910650E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.948 | TFLOPs: 32.30 | 7: iteration 5540/ 60336 | consumed samples: 1418240 | consumed tokens: 2904555520 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size: 256 | lm loss: 3.918345E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.130 | TFLOPs: 32.31 | 7: iteration 5550/ 60336 | consumed samples: 1420800 | consumed tokens: 2909798400 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size: 256 | lm loss: 3.919864E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.304 | TFLOPs: 32.31 | 7: iteration 5560/ 60336 | consumed samples: 1423360 | consumed tokens: 2915041280 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size: 256 | lm loss: 3.915529E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.456 | TFLOPs: 32.32 | 7: iteration 5570/ 60336 | consumed samples: 1425920 | consumed tokens: 2920284160 | elapsed time per iteration (s): 0.37 | learning rate: 1.969E-04 | global batch size: 256 | lm loss: 3.910088E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.273 | TFLOPs: 32.31 | 7: iteration 5580/ 60336 | consumed samples: 1428480 | consumed tokens: 2925527040 | elapsed time per iteration (s): 0.38 | learning rate: 1.969E-04 | global batch size: 256 | lm loss: 3.917260E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.367 | TFLOPs: 31.62 | 7: iteration 5590/ 60336 | consumed samples: 1431040 | consumed tokens: 2930769920 | elapsed time per iteration (s): 0.37 | learning rate: 1.969E-04 | global batch size: 256 | lm loss: 3.916661E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.462 | TFLOPs: 32.27 | 7: iteration 5600/ 60336 | consumed samples: 1433600 | consumed tokens: 2936012800 | elapsed time per iteration (s): 0.37 | learning rate: 1.969E-04 | global batch size: 256 | lm loss: 3.907516E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.179 | TFLOPs: 32.26 | 7: iteration 5610/ 60336 | consumed samples: 1436160 | consumed tokens: 2941255680 | elapsed time per iteration (s): 0.37 | learning rate: 1.969E-04 | global batch size: 256 | lm loss: 3.909569E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.549 | TFLOPs: 32.00 | 7: iteration 5620/ 60336 | consumed samples: 1438720 | consumed tokens: 2946498560 | elapsed time per iteration (s): 0.37 | learning rate: 1.969E-04 | global batch size: 256 | lm loss: 3.902021E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.206 | TFLOPs: 32.26 | 7: iteration 5630/ 60336 | consumed samples: 1441280 | consumed tokens: 2951741440 | elapsed time per iteration (s): 0.37 | learning rate: 1.969E-04 | global batch size: 256 | lm loss: 3.904995E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.098 | TFLOPs: 32.02 | 7: iteration 5640/ 60336 | consumed samples: 1443840 | consumed tokens: 2956984320 | elapsed time per iteration (s): 0.37 | learning rate: 1.969E-04 | global batch size: 256 | lm loss: 3.912511E+00 | grad norm: 0.364 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.264 | TFLOPs: 32.27 | 7: iteration 5650/ 60336 | consumed samples: 1446400 | consumed tokens: 2962227200 | elapsed time per iteration (s): 0.37 | learning rate: 1.968E-04 | global batch size: 256 | lm loss: 3.897592E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.216 | TFLOPs: 32.26 | 7: iteration 5660/ 60336 | consumed samples: 1448960 | consumed tokens: 2967470080 | elapsed time per iteration (s): 0.37 | learning rate: 1.968E-04 | global batch size: 256 | lm loss: 3.907491E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.102 | TFLOPs: 32.07 | 7: iteration 5670/ 60336 | consumed samples: 1451520 | consumed tokens: 2972712960 | elapsed time per iteration (s): 0.37 | learning rate: 1.968E-04 | global batch size: 256 | lm loss: 3.912218E+00 | grad norm: 0.330 | num zeros: 0.0 | number of 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norm: 0.340 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.927 | TFLOPs: 32.25 | 7: iteration 5710/ 60336 | consumed samples: 1461760 | consumed tokens: 2993684480 | elapsed time per iteration (s): 0.38 | learning rate: 1.968E-04 | global batch size: 256 | lm loss: 3.901765E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.612 | TFLOPs: 31.82 | 7: iteration 5720/ 60336 | consumed samples: 1464320 | consumed tokens: 2998927360 | elapsed time per iteration (s): 0.37 | learning rate: 1.968E-04 | global batch size: 256 | lm loss: 3.904612E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.167 | TFLOPs: 32.26 | 7: iteration 5730/ 60336 | consumed samples: 1466880 | consumed tokens: 3004170240 | elapsed time per iteration (s): 0.37 | learning rate: 1.967E-04 | global batch size: 256 | lm loss: 3.902794E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.096 | TFLOPs: 32.26 | 7: iteration 5740/ 60336 | consumed samples: 1469440 | consumed tokens: 3009413120 | elapsed time per iteration (s): 0.37 | learning rate: 1.967E-04 | global batch size: 256 | lm loss: 3.894008E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.043 | TFLOPs: 32.26 | 7: iteration 5750/ 60336 | consumed samples: 1472000 | consumed tokens: 3014656000 | elapsed time per iteration (s): 0.37 | learning rate: 1.967E-04 | global batch size: 256 | lm loss: 3.900576E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.017 | TFLOPs: 32.25 | 7: iteration 5760/ 60336 | consumed samples: 1474560 | consumed tokens: 3019898880 | elapsed time per iteration (s): 0.37 | 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0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.428 | TFLOPs: 32.27 | 7: iteration 5940/ 60336 | consumed samples: 1520640 | consumed tokens: 3114270720 | elapsed time per iteration (s): 0.37 | learning rate: 1.965E-04 | global batch size: 256 | lm loss: 3.878810E+00 | grad norm: 0.382 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.445 | TFLOPs: 32.27 | 7: iteration 5950/ 60336 | consumed samples: 1523200 | consumed tokens: 3119513600 | elapsed time per iteration (s): 0.37 | learning rate: 1.965E-04 | global batch size: 256 | lm loss: 3.897473E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.200 | TFLOPs: 32.26 | 7: iteration 5960/ 60336 | consumed samples: 1525760 | consumed tokens: 3124756480 | elapsed time per iteration (s): 0.37 | learning rate: 1.965E-04 | global batch size: 256 | lm loss: 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1.964E-04 | global batch size: 256 | lm loss: 3.878946E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.619 | TFLOPs: 32.28 | 0: [2023-03-17 00:33:13,770] [INFO] [logging.py:68:log_dist] [Rank 0] step=6000, skipped=0, lr=[0.00019639904904691105, 0.00019639904904691105, 0.00019639904904691105], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 6000/ 60336 | consumed samples: 1536000 | consumed tokens: 3145728000 | elapsed time per iteration (s): 0.37 | learning rate: 1.964E-04 | global batch size: 256 | lm loss: 3.884612E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.809 | TFLOPs: 32.29 | 0: steps: 6000 loss: 3.8715 iter time (s): 0.369 samples/sec: 694.472 7: ----------------------------------------------------------------------------------------------- 7: validation loss at iteration 6000 | lm loss value: 3.930842E+00 | lm loss PPL: 5.094987E+01 | 7: ----------------------------------------------------------------------------------------------- 0: saving checkpoint at iteration 6000 to checkpoints_146m32b100mdedup 0: [2023-03-17 00:33:13,893] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step6000 is begin to save! 0: [2023-03-17 00:33:13,897] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step6000/layer_01-model_00-model_states.pt... 0: [2023-03-17 00:33:13,981] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/layer_01-model_00-model_states.pt. 0: [2023-03-17 00:33:13,981] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step6000/layer_03-model_00-model_states.pt... 0: [2023-03-17 00:33:13,997] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-17 00:33:14,182] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 2: [2023-03-17 00:33:14,183] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:33:14,183] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-17 00:33:14,183] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 1: [2023-03-17 00:33:14,183] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:33:14,183] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:33:14,183] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt 1: [2023-03-17 00:33:14,183] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-17 00:33:14,183] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 1: [2023-03-17 00:33:14,183] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 4: [2023-03-17 00:33:14,183] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:33:14,184] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt 4: [2023-03-17 00:33:14,184] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 0: [2023-03-17 00:33:14,266] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:33:14,267] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 0: [2023-03-17 00:33:14,267] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 1: [2023-03-17 00:33:14,185] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:33:14,185] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:33:14,185] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 1: [2023-03-17 00:33:14,185] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 5: [2023-03-17 00:33:14,185] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 5: [2023-03-17 00:33:14,185] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 0: [2023-03-17 00:33:14,268] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:33:14,268] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt 0: [2023-03-17 00:33:14,268] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 5: [2023-03-17 00:33:14,186] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:33:14,186] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-17 00:33:14,186] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 2: [2023-03-17 00:33:14,186] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:33:14,186] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-17 00:33:14,186] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 0: [2023-03-17 00:33:14,269] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:33:14,269] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 0: [2023-03-17 00:33:14,269] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 1: [2023-03-17 00:33:14,186] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:33:14,186] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-17 00:33:14,187] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 7: [2023-03-17 00:33:14,186] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt. 7: [2023-03-17 00:33:14,187] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt. 7: [2023-03-17 00:33:14,187] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-17 00:33:14,187] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt 7: [2023-03-17 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checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:33:14,187] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-17 00:33:14,187] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 2: [2023-03-17 00:33:14,187] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:33:14,187] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 00:33:14,187] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 3: [2023-03-17 00:33:14,362] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:33:14,188] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:33:14,362] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-17 00:33:14,362] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 3: [2023-03-17 00:33:14,362] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:33:14,362] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:33:14,362] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-17 00:33:14,362] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 2: [2023-03-17 00:33:14,188] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 3: [2023-03-17 00:33:14,362] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 3: [2023-03-17 00:33:14,362] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 2: [2023-03-17 00:33:14,188] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 6: [2023-03-17 00:33:14,248] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:33:14,248] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-17 00:33:14,248] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 6: [2023-03-17 00:33:14,248] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:33:14,248] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-17 00:33:14,248] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 7: [2023-03-17 00:33:14,188] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt. 7: [2023-03-17 00:33:14,188] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt. 7: [2023-03-17 00:33:14,188] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 7: [2023-03-17 00:33:14,188] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-17 00:33:14,188] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 7: [2023-03-17 00:33:14,188] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 7: [2023-03-17 00:33:14,189] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 7: [2023-03-17 00:33:14,189] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-17 00:33:14,189] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 0: [2023-03-17 00:33:14,271] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:33:14,272] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt 0: [2023-03-17 00:33:14,272] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 6: [2023-03-17 00:33:14,249] [INFO] [torch_checkpoint_engine.py:17:save] 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[Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:33:14,364] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-17 00:33:14,364] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 3: [2023-03-17 00:33:14,364] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:33:14,364] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt 3: [2023-03-17 00:33:14,364] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 5: [2023-03-17 00:33:14,187] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-17 00:33:14,187] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 5: [2023-03-17 00:33:14,187] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:33:14,187] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-17 00:33:14,187] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 5: [2023-03-17 00:33:14,189] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:33:14,189] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-17 00:33:14,189] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 5: [2023-03-17 00:33:14,190] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:33:14,190] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-17 00:33:14,191] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 7: [2023-03-17 00:33:14,191] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-17 00:33:14,191] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-17 00:33:14,191] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 6: [2023-03-17 00:33:14,251] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:33:14,251] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-17 00:33:14,251] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 6: [2023-03-17 00:33:14,251] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:33:14,251] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-17 00:33:14,251] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 2: [2023-03-17 00:33:14,191] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:33:14,191] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-17 00:33:14,191] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 0: [2023-03-17 00:33:14,274] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:33:14,274] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 0: [2023-03-17 00:33:14,274] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 6: [2023-03-17 00:33:14,252] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:33:14,367] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:33:14,252] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 3: [2023-03-17 00:33:14,367] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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global_step6000 is ready now! 4: [2023-03-17 00:33:14,193] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:33:14,193] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt 4: [2023-03-17 00:33:14,193] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:33:14,193] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:33:14,193] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 4: [2023-03-17 00:33:14,193] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-17 00:33:14,193] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-17 00:33:14,193] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 4: [2023-03-17 00:33:14,193] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 5: [2023-03-17 00:33:14,193] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-17 00:33:14,193] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 5: [2023-03-17 00:33:14,193] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:33:14,193] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-17 00:33:14,193] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 7: [2023-03-17 00:33:14,193] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt. 7: [2023-03-17 00:33:14,194] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt 7: [2023-03-17 00:33:14,194] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 7: [2023-03-17 00:33:14,194] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt. 7: [2023-03-17 00:33:14,194] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt 7: [2023-03-17 00:33:14,194] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 1: [2023-03-17 00:33:14,194] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:33:14,194] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:33:14,194] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:33:14,194] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 1: [2023-03-17 00:33:14,194] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-17 00:33:14,194] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-17 00:33:14,194] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 1: [2023-03-17 00:33:14,194] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 1: [2023-03-17 00:33:14,194] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 3: [2023-03-17 00:33:14,372] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:33:14,372] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:33:14,372] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-17 00:33:14,372] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-17 00:33:14,372] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 3: [2023-03-17 00:33:14,372] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 6: [2023-03-17 00:33:14,259] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:33:14,259] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-17 00:33:14,259] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 6: [2023-03-17 00:33:14,260] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:33:14,260] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-17 00:33:14,260] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 0: [2023-03-17 00:33:14,293] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:33:14,293] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt 0: [2023-03-17 00:33:14,293] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 0: [2023-03-17 00:33:14,299] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step6000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 00:33:14,299] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now! 0: successfully saved checkpoint at iteration 6000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 411.26 7: iteration 6010/ 60336 | consumed samples: 1538560 | consumed tokens: 3150970880 | elapsed time per iteration (s): 0.42 | learning rate: 1.964E-04 | global batch size: 256 | lm loss: 3.885115E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 605.806 | TFLOPs: 28.28 | 7: iteration 6020/ 60336 | consumed samples: 1541120 | consumed tokens: 3156213760 | elapsed time per iteration (s): 0.37 | learning rate: 1.964E-04 | global batch size: 256 | lm loss: 3.881877E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.143 | TFLOPs: 32.26 | 7: iteration 6030/ 60336 | consumed samples: 1543680 | consumed tokens: 3161456640 | elapsed time per iteration (s): 0.37 | learning rate: 1.964E-04 | global batch size: 256 | lm loss: 3.879630E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.086 | TFLOPs: 32.26 | 7: iteration 6040/ 60336 | consumed samples: 1546240 | consumed tokens: 3166699520 | elapsed time per iteration (s): 0.37 | learning rate: 1.963E-04 | global batch size: 256 | lm loss: 3.885760E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.957 | TFLOPs: 32.25 | 7: iteration 6050/ 60336 | consumed samples: 1548800 | consumed tokens: 3171942400 | elapsed time per iteration (s): 0.37 | learning rate: 1.963E-04 | global batch size: 256 | lm loss: 3.882127E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.109 | TFLOPs: 32.26 | 7: iteration 6060/ 60336 | consumed samples: 1551360 | consumed tokens: 3177185280 | elapsed time per iteration (s): 0.37 | learning rate: 1.963E-04 | global batch size: 256 | lm loss: 3.881156E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.696 | TFLOPs: 32.24 | 7: iteration 6070/ 60336 | consumed samples: 1553920 | consumed tokens: 3182428160 | elapsed time per iteration (s): 0.37 | learning rate: 1.963E-04 | global batch size: 256 | lm loss: 3.881022E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.938 | TFLOPs: 32.25 | 7: iteration 6080/ 60336 | consumed samples: 1556480 | consumed tokens: 3187671040 | elapsed time per iteration (s): 0.37 | learning rate: 1.963E-04 | global batch size: 256 | lm loss: 3.882900E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.060 | TFLOPs: 32.26 | 7: iteration 6090/ 60336 | consumed samples: 1559040 | consumed tokens: 3192913920 | elapsed time per iteration (s): 0.37 | learning rate: 1.963E-04 | global batch size: 256 | lm loss: 3.883685E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.089 | TFLOPs: 32.16 | 7: iteration 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nan iterations: 0 | samples per second: 691.117 | TFLOPs: 32.26 | 7: iteration 6160/ 60336 | consumed samples: 1576960 | consumed tokens: 3229614080 | elapsed time per iteration (s): 0.37 | learning rate: 1.962E-04 | global batch size: 256 | lm loss: 3.878956E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.346 | TFLOPs: 32.27 | 7: iteration 6170/ 60336 | consumed samples: 1579520 | consumed tokens: 3234856960 | elapsed time per iteration (s): 0.37 | learning rate: 1.962E-04 | global batch size: 256 | lm loss: 3.868651E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.403 | TFLOPs: 32.27 | 7: iteration 6180/ 60336 | consumed samples: 1582080 | consumed tokens: 3240099840 | elapsed time per iteration (s): 0.37 | learning rate: 1.962E-04 | global batch size: 256 | lm loss: 3.867680E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.234 | TFLOPs: 32.26 | 7: iteration 6190/ 60336 | consumed samples: 1584640 | consumed tokens: 3245342720 | elapsed time per iteration (s): 0.37 | learning rate: 1.961E-04 | global batch size: 256 | lm loss: 3.874526E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.455 | TFLOPs: 32.27 | 7: iteration 6200/ 60336 | consumed samples: 1587200 | consumed tokens: 3250585600 | elapsed time per iteration (s): 0.37 | learning rate: 1.961E-04 | global batch size: 256 | lm loss: 3.874854E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.558 | TFLOPs: 32.23 | 7: iteration 6210/ 60336 | consumed samples: 1589760 | consumed tokens: 3255828480 | elapsed time per iteration (s): 0.37 | learning rate: 1.961E-04 | global batch size: 256 | lm loss: 3.866242E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.367 | TFLOPs: 32.22 | 7: iteration 6220/ 60336 | consumed samples: 1592320 | consumed tokens: 3261071360 | elapsed time per iteration (s): 0.37 | learning rate: 1.961E-04 | global batch size: 256 | lm loss: 3.874844E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.655 | TFLOPs: 32.24 | 7: iteration 6230/ 60336 | consumed samples: 1594880 | consumed tokens: 3266314240 | elapsed time per iteration (s): 0.37 | learning rate: 1.961E-04 | global batch size: 256 | lm loss: 3.873751E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.477 | TFLOPs: 32.23 | 7: iteration 6240/ 60336 | consumed samples: 1597440 | consumed tokens: 3271557120 | elapsed time per iteration (s): 0.37 | learning rate: 1.961E-04 | global batch size: 256 | lm loss: 3.859680E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.799 | TFLOPs: 32.24 | 7: iteration 6250/ 60336 | consumed samples: 1600000 | consumed tokens: 3276800000 | elapsed time per iteration (s): 0.37 | learning rate: 1.961E-04 | global batch size: 256 | lm loss: 3.866510E+00 | grad norm: 0.371 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.681 | TFLOPs: 31.91 | 7: iteration 6260/ 60336 | consumed samples: 1602560 | consumed tokens: 3282042880 | elapsed time per iteration (s): 0.37 | learning rate: 1.960E-04 | global batch size: 256 | lm loss: 3.866255E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.900 | TFLOPs: 32.25 | 7: iteration 6270/ 60336 | consumed samples: 1605120 | consumed tokens: 3287285760 | elapsed time per iteration (s): 0.37 | learning rate: 1.960E-04 | global batch size: 256 | lm loss: 3.869053E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.314 | TFLOPs: 32.27 | 7: iteration 6280/ 60336 | consumed samples: 1607680 | consumed tokens: 3292528640 | elapsed time per iteration (s): 0.37 | learning rate: 1.960E-04 | global batch size: 256 | lm loss: 3.868616E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.909 | TFLOPs: 32.25 | 7: iteration 6290/ 60336 | consumed samples: 1610240 | consumed tokens: 3297771520 | elapsed time per iteration (s): 0.37 | learning rate: 1.960E-04 | global batch size: 256 | lm loss: 3.866097E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.162 | TFLOPs: 32.26 | 7: iteration 6300/ 60336 | consumed samples: 1612800 | consumed tokens: 3303014400 | elapsed time per iteration (s): 0.37 | learning rate: 1.960E-04 | global batch size: 256 | lm loss: 3.859949E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.161 | TFLOPs: 32.26 | 7: iteration 6310/ 60336 | consumed samples: 1615360 | consumed tokens: 3308257280 | elapsed time per iteration (s): 0.37 | learning rate: 1.960E-04 | global batch size: 256 | lm loss: 3.866645E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.057 | TFLOPs: 32.26 | 7: iteration 6320/ 60336 | consumed samples: 1617920 | consumed tokens: 3313500160 | elapsed time per iteration (s): 0.37 | learning rate: 1.960E-04 | global batch size: 256 | lm loss: 3.871519E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.353 | TFLOPs: 32.27 | 7: iteration 6330/ 60336 | consumed samples: 1620480 | consumed tokens: 3318743040 | elapsed time per iteration (s): 0.37 | learning rate: 1.959E-04 | global batch size: 256 | lm loss: 3.863327E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.381 | TFLOPs: 32.27 | 7: iteration 6340/ 60336 | consumed samples: 1623040 | consumed tokens: 3323985920 | elapsed time per iteration (s): 0.37 | learning rate: 1.959E-04 | global batch size: 256 | lm loss: 3.867649E+00 | grad norm: 0.407 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.228 | TFLOPs: 32.26 | 7: iteration 6350/ 60336 | consumed samples: 1625600 | consumed tokens: 3329228800 | elapsed time per iteration (s): 0.37 | learning rate: 1.959E-04 | global batch size: 256 | lm loss: 3.864970E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.869 | TFLOPs: 32.25 | 7: iteration 6360/ 60336 | consumed samples: 1628160 | consumed tokens: 3334471680 | elapsed time per iteration (s): 0.37 | learning rate: 1.959E-04 | global batch size: 256 | lm loss: 3.855572E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.923 | TFLOPs: 32.25 | 7: iteration 6370/ 60336 | consumed samples: 1630720 | consumed tokens: 3339714560 | elapsed time per iteration (s): 0.37 | learning rate: 1.959E-04 | global batch size: 256 | lm loss: 3.857432E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.939 | TFLOPs: 32.25 | 7: iteration 6380/ 60336 | consumed samples: 1633280 | consumed tokens: 3344957440 | elapsed time per iteration (s): 0.37 | learning rate: 1.959E-04 | global batch size: 256 | lm loss: 3.858821E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.267 | TFLOPs: 32.22 | 7: iteration 6390/ 60336 | consumed samples: 1635840 | consumed tokens: 3350200320 | elapsed time per iteration (s): 0.37 | learning rate: 1.959E-04 | global batch size: 256 | lm loss: 3.859132E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.262 | TFLOPs: 32.22 | 7: iteration 6400/ 60336 | consumed samples: 1638400 | consumed tokens: 3355443200 | elapsed time per iteration (s): 0.37 | learning rate: 1.958E-04 | global batch size: 256 | lm loss: 3.863883E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.263 | TFLOPs: 32.22 | 7: iteration 6410/ 60336 | consumed samples: 1640960 | consumed tokens: 3360686080 | elapsed time per iteration (s): 0.37 | learning rate: 1.958E-04 | global batch size: 256 | lm loss: 3.855716E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.133 | TFLOPs: 32.21 | 7: iteration 6420/ 60336 | consumed samples: 1643520 | consumed tokens: 3365928960 | elapsed time per iteration (s): 0.37 | learning rate: 1.958E-04 | global batch size: 256 | lm loss: 3.851632E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.428 | TFLOPs: 32.23 | 7: iteration 6430/ 60336 | consumed samples: 1646080 | consumed tokens: 3371171840 | elapsed time per iteration (s): 0.37 | learning rate: 1.958E-04 | global batch size: 256 | lm loss: 3.854867E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.346 | TFLOPs: 32.04 | 7: iteration 6440/ 60336 | consumed samples: 1648640 | consumed tokens: 3376414720 | elapsed time per iteration (s): 0.37 | learning rate: 1.958E-04 | global batch size: 256 | lm loss: 3.854476E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.033 | TFLOPs: 31.93 | 7: iteration 6450/ 60336 | consumed samples: 1651200 | consumed tokens: 3381657600 | elapsed time per iteration (s): 0.37 | learning rate: 1.958E-04 | global batch size: 256 | lm loss: 3.854523E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.812 | TFLOPs: 32.24 | 7: iteration 6460/ 60336 | consumed samples: 1653760 | consumed tokens: 3386900480 | elapsed time per iteration (s): 0.37 | learning rate: 1.958E-04 | global batch size: 256 | lm loss: 3.857539E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.314 | TFLOPs: 32.27 | 7: iteration 6470/ 60336 | consumed samples: 1656320 | consumed tokens: 3392143360 | elapsed time per iteration (s): 0.37 | learning rate: 1.957E-04 | global batch size: 256 | lm loss: 3.850294E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.027 | TFLOPs: 32.25 | 7: iteration 6480/ 60336 | consumed samples: 1658880 | consumed tokens: 3397386240 | elapsed time per iteration (s): 0.37 | learning rate: 1.957E-04 | global batch size: 256 | lm loss: 3.852613E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.820 | TFLOPs: 32.01 | 7: iteration 6490/ 60336 | consumed samples: 1661440 | consumed tokens: 3402629120 | elapsed time per iteration (s): 0.37 | learning rate: 1.957E-04 | global batch size: 256 | lm loss: 3.859289E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.159 | TFLOPs: 32.26 | 7: iteration 6500/ 60336 | consumed samples: 1664000 | consumed tokens: 3407872000 | elapsed time per iteration (s): 0.37 | learning rate: 1.957E-04 | global batch size: 256 | lm loss: 3.851512E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.395 | TFLOPs: 32.27 | 7: iteration 6510/ 60336 | consumed samples: 1666560 | consumed tokens: 3413114880 | elapsed time per iteration (s): 0.37 | learning rate: 1.957E-04 | global batch size: 256 | lm loss: 3.847561E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.633 | TFLOPs: 32.28 | 7: iteration 6520/ 60336 | consumed samples: 1669120 | consumed tokens: 3418357760 | elapsed time per iteration (s): 0.37 | learning rate: 1.957E-04 | global batch size: 256 | lm loss: 3.858551E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.211 | TFLOPs: 32.26 | 7: iteration 6530/ 60336 | consumed samples: 1671680 | consumed tokens: 3423600640 | elapsed time per 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consumed samples: 1687040 | consumed tokens: 3455057920 | elapsed time per iteration (s): 0.37 | learning rate: 1.956E-04 | global batch size: 256 | lm loss: 3.845178E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.720 | TFLOPs: 32.24 | 7: iteration 6600/ 60336 | consumed samples: 1689600 | consumed tokens: 3460300800 | elapsed time per iteration (s): 0.37 | learning rate: 1.956E-04 | global batch size: 256 | lm loss: 3.847543E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.869 | TFLOPs: 32.25 | 7: iteration 6610/ 60336 | consumed samples: 1692160 | consumed tokens: 3465543680 | elapsed time per iteration (s): 0.37 | learning rate: 1.955E-04 | global batch size: 256 | lm loss: 3.849792E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.559 | TFLOPs: 32.23 | 7: iteration 6620/ 60336 | consumed samples: 1694720 | consumed tokens: 3470786560 | elapsed time per iteration (s): 0.37 | learning rate: 1.955E-04 | global batch size: 256 | lm loss: 3.848335E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.726 | TFLOPs: 32.24 | 7: iteration 6630/ 60336 | consumed samples: 1697280 | consumed tokens: 3476029440 | elapsed time per iteration (s): 0.37 | learning rate: 1.955E-04 | global batch size: 256 | lm loss: 3.844621E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.280 | TFLOPs: 32.22 | 7: iteration 6640/ 60336 | consumed samples: 1699840 | consumed tokens: 3481272320 | elapsed time per iteration (s): 0.37 | learning rate: 1.955E-04 | global batch size: 256 | lm loss: 3.850288E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.875 | TFLOPs: 31.97 | 7: iteration 6650/ 60336 | consumed samples: 1702400 | consumed tokens: 3486515200 | elapsed time per iteration (s): 0.37 | learning rate: 1.955E-04 | global batch size: 256 | lm loss: 3.839975E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.578 | TFLOPs: 32.23 | 7: iteration 6660/ 60336 | consumed samples: 1704960 | consumed tokens: 3491758080 | elapsed time per iteration (s): 0.37 | learning rate: 1.955E-04 | global batch size: 256 | lm loss: 3.843369E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.491 | TFLOPs: 32.23 | 7: iteration 6670/ 60336 | consumed samples: 1707520 | consumed tokens: 3497000960 | elapsed time per iteration (s): 0.37 | learning rate: 1.955E-04 | global batch size: 256 | lm loss: 3.842298E+00 | grad norm: 0.278 | num zeros: 0.0 | number of 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norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.354 | TFLOPs: 32.22 | 7: iteration 6710/ 60336 | consumed samples: 1717760 | consumed tokens: 3517972480 | elapsed time per iteration (s): 0.37 | learning rate: 1.954E-04 | global batch size: 256 | lm loss: 3.846229E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.381 | TFLOPs: 32.22 | 7: iteration 6720/ 60336 | consumed samples: 1720320 | consumed tokens: 3523215360 | elapsed time per iteration (s): 0.37 | learning rate: 1.954E-04 | global batch size: 256 | lm loss: 3.847551E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.379 | TFLOPs: 32.22 | 7: iteration 6730/ 60336 | consumed samples: 1722880 | consumed tokens: 3528458240 | elapsed time per iteration (s): 0.37 | learning rate: 1.954E-04 | global batch size: 256 | lm loss: 3.835551E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.310 | TFLOPs: 32.22 | 7: iteration 6740/ 60336 | consumed samples: 1725440 | consumed tokens: 3533701120 | elapsed time per iteration (s): 0.37 | learning rate: 1.954E-04 | global batch size: 256 | lm loss: 3.838408E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.924 | TFLOPs: 32.20 | 7: iteration 6750/ 60336 | consumed samples: 1728000 | consumed tokens: 3538944000 | elapsed time per iteration (s): 0.37 | learning rate: 1.953E-04 | global batch size: 256 | lm loss: 3.842170E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.161 | TFLOPs: 32.21 | 7: iteration 6760/ 60336 | consumed samples: 1730560 | consumed tokens: 3544186880 | elapsed time per iteration (s): 0.37 | learning rate: 1.953E-04 | global batch size: 256 | lm loss: 3.840163E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.130 | TFLOPs: 32.21 | 7: iteration 6770/ 60336 | consumed samples: 1733120 | consumed tokens: 3549429760 | elapsed time per iteration (s): 0.37 | learning rate: 1.953E-04 | global batch size: 256 | lm loss: 3.838287E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.543 | TFLOPs: 32.23 | 7: iteration 6780/ 60336 | consumed samples: 1735680 | consumed tokens: 3554672640 | elapsed time per iteration (s): 0.37 | learning rate: 1.953E-04 | global batch size: 256 | lm loss: 3.833244E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.416 | TFLOPs: 32.23 | 7: iteration 6790/ 60336 | consumed samples: 1738240 | consumed tokens: 3559915520 | elapsed time per iteration (s): 0.37 | learning rate: 1.953E-04 | global batch size: 256 | lm loss: 3.841626E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.300 | TFLOPs: 32.22 | 7: iteration 6800/ 60336 | consumed samples: 1740800 | consumed tokens: 3565158400 | elapsed time per iteration (s): 0.37 | learning rate: 1.953E-04 | global batch size: 256 | lm loss: 3.836677E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.554 | TFLOPs: 32.23 | 7: iteration 6810/ 60336 | consumed samples: 1743360 | consumed tokens: 3570401280 | elapsed time per iteration (s): 0.37 | learning rate: 1.952E-04 | global batch size: 256 | lm loss: 3.834899E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.095 | TFLOPs: 32.21 | 7: iteration 6820/ 60336 | consumed samples: 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second: 689.505 | TFLOPs: 32.18 | 7: iteration 6880/ 60336 | consumed samples: 1761280 | consumed tokens: 3607101440 | elapsed time per iteration (s): 0.37 | learning rate: 1.951E-04 | global batch size: 256 | lm loss: 3.834875E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.964 | TFLOPs: 32.25 | 7: iteration 6890/ 60336 | consumed samples: 1763840 | consumed tokens: 3612344320 | elapsed time per iteration (s): 0.37 | learning rate: 1.951E-04 | global batch size: 256 | lm loss: 3.830208E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.759 | TFLOPs: 32.24 | 7: iteration 6900/ 60336 | consumed samples: 1766400 | consumed tokens: 3617587200 | elapsed time per iteration (s): 0.37 | learning rate: 1.951E-04 | global batch size: 256 | lm loss: 3.828524E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.748 | TFLOPs: 32.24 | 7: iteration 6910/ 60336 | consumed samples: 1768960 | consumed tokens: 3622830080 | elapsed time per iteration (s): 0.37 | learning rate: 1.951E-04 | global batch size: 256 | lm loss: 3.830819E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.394 | TFLOPs: 32.27 | 7: iteration 6920/ 60336 | consumed samples: 1771520 | consumed tokens: 3628072960 | elapsed time per iteration (s): 0.37 | learning rate: 1.951E-04 | global batch size: 256 | lm loss: 3.833631E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.869 | TFLOPs: 32.25 | 7: iteration 6930/ 60336 | consumed samples: 1774080 | consumed tokens: 3633315840 | elapsed time per iteration (s): 0.37 | learning rate: 1.951E-04 | global batch size: 256 | lm loss: 3.828144E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.063 | TFLOPs: 32.26 | 7: iteration 6940/ 60336 | consumed samples: 1776640 | consumed tokens: 3638558720 | elapsed time per iteration (s): 0.37 | learning rate: 1.950E-04 | global batch size: 256 | lm loss: 3.837554E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.698 | TFLOPs: 32.24 | 7: iteration 6950/ 60336 | consumed samples: 1779200 | consumed tokens: 3643801600 | elapsed time per iteration (s): 0.37 | learning rate: 1.950E-04 | global batch size: 256 | lm loss: 3.821630E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.249 | TFLOPs: 32.26 | 7: iteration 6960/ 60336 | consumed samples: 1781760 | consumed tokens: 3649044480 | elapsed time per iteration (s): 0.38 | learning rate: 1.950E-04 | global batch size: 256 | lm loss: 3.822901E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 670.729 | TFLOPs: 31.31 | 7: iteration 6970/ 60336 | consumed samples: 1784320 | consumed tokens: 3654287360 | elapsed time per iteration (s): 0.38 | learning rate: 1.950E-04 | global batch size: 256 | lm loss: 3.827844E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.999 | TFLOPs: 31.79 | 7: iteration 6980/ 60336 | consumed samples: 1786880 | consumed tokens: 3659530240 | elapsed time per iteration (s): 0.37 | learning rate: 1.950E-04 | global batch size: 256 | lm loss: 3.828882E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.190 | TFLOPs: 32.26 | 7: iteration 6990/ 60336 | consumed samples: 1789440 | consumed tokens: 3664773120 | elapsed time per iteration (s): 0.37 | learning rate: 1.950E-04 | global batch size: 256 | lm loss: 3.827040E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.774 | TFLOPs: 32.24 | 7: iteration 7000/ 60336 | consumed samples: 1792000 | consumed tokens: 3670016000 | elapsed time per iteration (s): 0.37 | learning rate: 1.950E-04 | global batch size: 256 | lm loss: 3.830714E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.149 | TFLOPs: 32.26 | 7: ----------------------------------------------------------------------------------------------- 7: validation loss at iteration 7000 | lm loss value: 3.915216E+00 | lm loss PPL: 5.015993E+01 | 7: ----------------------------------------------------------------------------------------------- 0: saving checkpoint at iteration 7000 to checkpoints_146m32b100mdedup 0: [2023-03-17 00:39:25,388] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] 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[INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step7000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 1: [2023-03-17 00:39:25,687] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now! 6: [2023-03-17 00:39:25,748] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step7000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:39:25,748] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step7000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-17 00:39:25,748] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step7000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-17 00:39:25,748] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step7000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-17 00:39:25,748] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now! 6: [2023-03-17 00:39:25,748] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now! 2: [2023-03-17 00:39:25,689] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step7000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:39:25,689] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step7000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:39:25,689] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step7000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-17 00:39:25,689] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step7000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 2: [2023-03-17 00:39:25,689] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now! 2: [2023-03-17 00:39:25,689] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now! 4: [2023-03-17 00:39:25,689] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step7000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:39:25,689] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step7000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt 3: [2023-03-17 00:39:25,863] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step7000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:39:25,689] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint 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[torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now! 0: [2023-03-17 00:39:25,779] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step7000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:39:25,779] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step7000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 0: [2023-03-17 00:39:25,779] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now! 0: [2023-03-17 00:39:25,779] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step7000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:39:25,780] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step7000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt 0: [2023-03-17 00:39:25,780] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now! 0: [2023-03-17 00:39:25,792] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step7000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 00:39:25,792] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now! 0: successfully saved checkpoint at iteration 7000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 407.91 7: iteration 7010/ 60336 | consumed samples: 1794560 | consumed tokens: 3675258880 | elapsed time per iteration (s): 0.42 | learning rate: 1.949E-04 | global batch size: 256 | lm loss: 3.825525E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 608.985 | TFLOPs: 28.43 | 7: iteration 7020/ 60336 | consumed samples: 1797120 | consumed tokens: 3680501760 | elapsed time per iteration (s): 0.37 | learning rate: 1.949E-04 | global batch size: 256 | lm loss: 3.822961E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.214 | TFLOPs: 32.26 | 7: iteration 7030/ 60336 | consumed samples: 1799680 | consumed tokens: 3685744640 | elapsed time per iteration (s): 0.37 | learning rate: 1.949E-04 | global batch size: 256 | lm loss: 3.828633E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.928 | TFLOPs: 32.25 | 7: iteration 7040/ 60336 | consumed samples: 1802240 | consumed tokens: 3690987520 | elapsed time per iteration (s): 0.37 | learning rate: 1.949E-04 | global batch size: 256 | lm loss: 3.823505E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.866 | TFLOPs: 32.25 | 7: iteration 7050/ 60336 | consumed samples: 1804800 | consumed tokens: 3696230400 | elapsed time per iteration (s): 0.37 | learning rate: 1.949E-04 | global batch size: 256 | lm loss: 3.825449E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.801 | TFLOPs: 32.24 | 7: iteration 7060/ 60336 | consumed samples: 1807360 | consumed tokens: 3701473280 | elapsed time per iteration (s): 0.37 | learning rate: 1.949E-04 | global batch size: 256 | lm loss: 3.822098E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.762 | TFLOPs: 32.24 | 7: iteration 7070/ 60336 | consumed samples: 1809920 | consumed tokens: 3706716160 | elapsed time per iteration (s): 0.37 | learning rate: 1.948E-04 | global batch size: 256 | lm loss: 3.821575E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.557 | TFLOPs: 32.23 | 7: iteration 7080/ 60336 | consumed samples: 1812480 | consumed tokens: 3711959040 | elapsed time per iteration (s): 0.37 | learning rate: 1.948E-04 | global batch size: 256 | lm loss: 3.817599E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.931 | TFLOPs: 32.25 | 7: iteration 7090/ 60336 | consumed samples: 1815040 | consumed tokens: 3717201920 | elapsed time per iteration (s): 0.37 | learning rate: 1.948E-04 | global batch size: 256 | lm loss: 3.818464E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.695 | TFLOPs: 32.15 | 7: iteration 7100/ 60336 | consumed samples: 1817600 | consumed tokens: 3722444800 | elapsed time per iteration (s): 0.37 | learning rate: 1.948E-04 | global batch size: 256 | lm loss: 3.826830E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.002 | TFLOPs: 32.25 | 7: iteration 7110/ 60336 | consumed samples: 1820160 | consumed tokens: 3727687680 | elapsed time per iteration (s): 0.37 | learning rate: 1.948E-04 | global batch size: 256 | lm loss: 3.818524E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.817 | TFLOPs: 32.24 | 7: iteration 7120/ 60336 | consumed samples: 1822720 | consumed tokens: 3732930560 | elapsed time per iteration (s): 0.37 | learning rate: 1.948E-04 | global batch size: 256 | lm loss: 3.819287E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.378 | TFLOPs: 32.08 | 7: iteration 7130/ 60336 | consumed samples: 1825280 | consumed tokens: 3738173440 | elapsed time per iteration (s): 0.37 | learning rate: 1.947E-04 | global batch size: 256 | lm loss: 3.814596E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.697 | TFLOPs: 32.19 | 7: iteration 7140/ 60336 | consumed samples: 1827840 | consumed tokens: 3743416320 | elapsed time per iteration (s): 0.37 | learning rate: 1.947E-04 | global batch size: 256 | lm loss: 3.822351E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.418 | TFLOPs: 32.18 | 7: iteration 7150/ 60336 | consumed samples: 1830400 | consumed tokens: 3748659200 | elapsed time per iteration (s): 0.37 | learning rate: 1.947E-04 | global batch size: 256 | lm loss: 3.824766E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.441 | TFLOPs: 32.18 | 7: iteration 7160/ 60336 | consumed samples: 1832960 | consumed tokens: 3753902080 | elapsed time per iteration (s): 0.37 | learning rate: 1.947E-04 | global batch size: 256 | lm loss: 3.813593E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.920 | TFLOPs: 32.20 | 7: iteration 7170/ 60336 | consumed samples: 1835520 | consumed tokens: 3759144960 | elapsed time per iteration (s): 0.37 | learning rate: 1.947E-04 | global batch size: 256 | lm loss: 3.810665E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.547 | TFLOPs: 32.19 | 7: iteration 7180/ 60336 | consumed samples: 1838080 | consumed tokens: 3764387840 | elapsed time per iteration (s): 0.37 | learning rate: 1.947E-04 | global batch size: 256 | lm loss: 3.817379E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.576 | TFLOPs: 32.19 | 7: iteration 7190/ 60336 | consumed samples: 1840640 | consumed tokens: 3769630720 | elapsed time per iteration (s): 0.37 | learning rate: 1.947E-04 | global batch size: 256 | lm loss: 3.820165E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.892 | TFLOPs: 32.20 | 7: iteration 7200/ 60336 | consumed samples: 1843200 | consumed tokens: 3774873600 | elapsed time per iteration (s): 0.37 | learning rate: 1.946E-04 | global batch size: 256 | lm loss: 3.816497E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.577 | TFLOPs: 32.19 | 7: iteration 7210/ 60336 | consumed samples: 1845760 | consumed tokens: 3780116480 | elapsed time per iteration (s): 0.38 | learning rate: 1.946E-04 | global batch size: 256 | lm loss: 3.811704E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.919 | TFLOPs: 31.64 | 7: iteration 7220/ 60336 | consumed samples: 1848320 | consumed tokens: 3785359360 | elapsed time per iteration (s): 0.37 | learning rate: 1.946E-04 | global batch size: 256 | lm loss: 3.811172E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.552 | TFLOPs: 32.19 | 7: iteration 7230/ 60336 | consumed samples: 1850880 | consumed tokens: 3790602240 | elapsed time per iteration (s): 0.37 | learning rate: 1.946E-04 | global batch size: 256 | lm loss: 3.814600E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.359 | TFLOPs: 32.18 | 7: iteration 7240/ 60336 | consumed samples: 1853440 | consumed tokens: 3795845120 | elapsed time per iteration (s): 0.37 | learning rate: 1.946E-04 | global batch size: 256 | lm loss: 3.814462E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.816 | TFLOPs: 32.20 | 7: iteration 7250/ 60336 | consumed samples: 1856000 | consumed tokens: 3801088000 | elapsed time per iteration (s): 0.37 | learning rate: 1.946E-04 | global batch size: 256 | lm loss: 3.812615E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.165 | TFLOPs: 32.26 | 7: iteration 7260/ 60336 | consumed samples: 1858560 | consumed tokens: 3806330880 | elapsed time per iteration (s): 0.37 | learning rate: 1.945E-04 | global batch size: 256 | lm loss: 3.797529E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.722 | TFLOPs: 32.24 | 7: iteration 7270/ 60336 | consumed samples: 1861120 | consumed tokens: 3811573760 | elapsed time per iteration (s): 0.37 | learning rate: 1.945E-04 | global batch size: 256 | lm loss: 3.804776E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.161 | TFLOPs: 32.26 | 7: iteration 7280/ 60336 | consumed samples: 1863680 | consumed tokens: 3816816640 | elapsed time per iteration (s): 0.37 | learning rate: 1.945E-04 | global batch size: 256 | lm loss: 3.816373E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.843 | TFLOPs: 32.25 | 7: iteration 7290/ 60336 | consumed samples: 1866240 | consumed tokens: 3822059520 | elapsed time per iteration (s): 0.37 | learning rate: 1.945E-04 | global batch size: 256 | lm loss: 3.812335E+00 | grad norm: 0.385 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.178 | TFLOPs: 32.26 | 7: iteration 7300/ 60336 | consumed samples: 1868800 | consumed tokens: 3827302400 | elapsed time per iteration (s): 0.37 | learning rate: 1.945E-04 | global batch size: 256 | lm loss: 3.801290E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.895 | TFLOPs: 32.25 | 7: iteration 7310/ 60336 | consumed samples: 1871360 | consumed tokens: 3832545280 | elapsed time per iteration (s): 0.37 | learning rate: 1.945E-04 | global batch size: 256 | lm loss: 3.813617E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.834 | TFLOPs: 32.25 | 7: iteration 7320/ 60336 | consumed samples: 1873920 | consumed tokens: 3837788160 | elapsed time per iteration (s): 0.37 | learning rate: 1.944E-04 | global batch size: 256 | lm loss: 3.805307E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.910 | TFLOPs: 32.25 | 7: iteration 7330/ 60336 | consumed samples: 1876480 | consumed tokens: 3843031040 | elapsed time per iteration (s): 0.37 | learning rate: 1.944E-04 | global batch size: 256 | lm loss: 3.808926E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.808 | TFLOPs: 32.24 | 7: iteration 7340/ 60336 | consumed samples: 1879040 | consumed tokens: 3848273920 | elapsed time per iteration (s): 0.37 | learning rate: 1.944E-04 | global batch size: 256 | lm loss: 3.805013E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.933 | TFLOPs: 32.25 | 7: iteration 7350/ 60336 | consumed samples: 1881600 | consumed tokens: 3853516800 | elapsed time per iteration (s): 0.37 | learning rate: 1.944E-04 | global batch size: 256 | lm loss: 3.813157E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.941 | TFLOPs: 32.25 | 7: iteration 7360/ 60336 | consumed samples: 1884160 | consumed tokens: 3858759680 | elapsed time per iteration (s): 0.37 | learning rate: 1.944E-04 | global batch size: 256 | lm loss: 3.811793E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.828 | TFLOPs: 32.25 | 7: iteration 7370/ 60336 | consumed samples: 1886720 | consumed tokens: 3864002560 | elapsed time per iteration (s): 0.37 | learning rate: 1.944E-04 | global batch size: 256 | lm loss: 3.804379E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.348 | TFLOPs: 32.27 | 7: iteration 7380/ 60336 | consumed samples: 1889280 | consumed tokens: 3869245440 | elapsed time per iteration (s): 0.37 | learning rate: 1.943E-04 | global batch size: 256 | lm loss: 3.806049E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.074 | TFLOPs: 32.26 | 7: iteration 7390/ 60336 | consumed samples: 1891840 | consumed tokens: 3874488320 | elapsed time per iteration (s): 0.37 | learning rate: 1.943E-04 | global batch size: 256 | lm loss: 3.806478E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.929 | TFLOPs: 32.25 | 7: iteration 7400/ 60336 | consumed samples: 1894400 | consumed tokens: 3879731200 | elapsed time per iteration (s): 0.37 | learning rate: 1.943E-04 | global batch size: 256 | lm loss: 3.805445E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.315 | TFLOPs: 32.22 | 7: iteration 7410/ 60336 | consumed samples: 1896960 | consumed tokens: 3884974080 | elapsed time per iteration (s): 0.37 | learning rate: 1.943E-04 | global batch size: 256 | lm loss: 3.804436E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.219 | TFLOPs: 32.22 | 7: iteration 7420/ 60336 | consumed samples: 1899520 | consumed tokens: 3890216960 | elapsed time per iteration (s): 0.37 | learning rate: 1.943E-04 | global batch size: 256 | lm loss: 3.804145E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.367 | TFLOPs: 32.22 | 7: iteration 7430/ 60336 | consumed samples: 1902080 | consumed tokens: 3895459840 | elapsed time per iteration (s): 0.37 | learning rate: 1.943E-04 | global batch size: 256 | lm loss: 3.807222E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.650 | TFLOPs: 32.24 | 7: iteration 7440/ 60336 | consumed samples: 1904640 | consumed tokens: 3900702720 | elapsed time per iteration (s): 0.37 | learning rate: 1.942E-04 | global batch size: 256 | lm loss: 3.802358E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.027 | TFLOPs: 32.21 | 7: iteration 7450/ 60336 | consumed samples: 1907200 | consumed tokens: 3905945600 | elapsed time per iteration (s): 0.37 | learning rate: 1.942E-04 | global batch size: 256 | lm loss: 3.798953E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.627 | TFLOPs: 32.24 | 7: iteration 7460/ 60336 | consumed samples: 1909760 | consumed tokens: 3911188480 | elapsed time per iteration (s): 0.37 | learning rate: 1.942E-04 | global batch size: 256 | lm loss: 3.802069E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.564 | TFLOPs: 32.23 | 7: iteration 7470/ 60336 | consumed samples: 1912320 | consumed tokens: 3916431360 | elapsed time per iteration (s): 0.37 | learning rate: 1.942E-04 | global batch size: 256 | lm loss: 3.802829E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.035 | TFLOPs: 32.25 | 7: iteration 7480/ 60336 | consumed samples: 1914880 | consumed tokens: 3921674240 | elapsed time per iteration (s): 0.37 | learning rate: 1.942E-04 | global batch size: 256 | lm loss: 3.789872E+00 | grad norm: 0.384 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.774 | TFLOPs: 32.24 | 7: iteration 7490/ 60336 | consumed samples: 1917440 | consumed tokens: 3926917120 | elapsed time per iteration (s): 0.37 | learning rate: 1.942E-04 | global batch size: 256 | lm loss: 3.801044E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.575 | TFLOPs: 32.23 | 7: iteration 7500/ 60336 | consumed samples: 1920000 | consumed tokens: 3932160000 | elapsed time per iteration (s): 0.37 | learning rate: 1.941E-04 | global batch size: 256 | lm loss: 3.804586E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.826 | TFLOPs: 32.20 | 7: iteration 7510/ 60336 | consumed samples: 1922560 | consumed tokens: 3937402880 | elapsed time per iteration (s): 0.37 | learning rate: 1.941E-04 | global batch size: 256 | lm loss: 3.801297E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.890 | TFLOPs: 32.20 | 7: iteration 7520/ 60336 | consumed samples: 1925120 | consumed tokens: 3942645760 | elapsed time per iteration (s): 0.38 | learning rate: 1.941E-04 | global batch size: 256 | lm loss: 3.800461E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.943 | TFLOPs: 31.64 | 7: iteration 7530/ 60336 | consumed samples: 1927680 | consumed tokens: 3947888640 | elapsed time per iteration (s): 0.37 | learning rate: 1.941E-04 | global batch size: 256 | lm loss: 3.797945E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.059 | TFLOPs: 32.26 | 7: iteration 7540/ 60336 | consumed samples: 1930240 | consumed tokens: 3953131520 | elapsed time per iteration (s): 0.37 | learning rate: 1.941E-04 | global batch size: 256 | lm loss: 3.796862E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.855 | TFLOPs: 32.29 | 7: iteration 7550/ 60336 | consumed samples: 1932800 | consumed tokens: 3958374400 | elapsed time per iteration (s): 0.37 | learning rate: 1.941E-04 | global batch size: 256 | lm loss: 3.793981E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.591 | TFLOPs: 32.28 | 7: iteration 7560/ 60336 | consumed samples: 1935360 | consumed tokens: 3963617280 | elapsed time per iteration (s): 0.37 | learning rate: 1.940E-04 | global batch size: 256 | lm loss: 3.787201E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.156 | TFLOPs: 32.26 | 7: iteration 7570/ 60336 | consumed samples: 1937920 | consumed tokens: 3968860160 | elapsed time per iteration (s): 0.37 | learning rate: 1.940E-04 | global batch size: 256 | lm loss: 3.791678E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.804 | TFLOPs: 32.24 | 7: iteration 7580/ 60336 | consumed samples: 1940480 | consumed tokens: 3974103040 | elapsed time per iteration (s): 0.37 | learning rate: 1.940E-04 | global batch size: 256 | lm loss: 3.793398E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.129 | TFLOPs: 32.26 | 7: iteration 7590/ 60336 | consumed samples: 1943040 | consumed tokens: 3979345920 | elapsed time per iteration (s): 0.37 | learning rate: 1.940E-04 | global batch size: 256 | lm loss: 3.796484E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.634 | TFLOPs: 32.28 | 7: iteration 7600/ 60336 | consumed samples: 1945600 | consumed tokens: 3984588800 | elapsed time per iteration (s): 0.37 | learning rate: 1.940E-04 | global batch size: 256 | lm loss: 3.799915E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.294 | TFLOPs: 32.27 | 7: iteration 7610/ 60336 | consumed samples: 1948160 | consumed tokens: 3989831680 | elapsed time per iteration (s): 0.37 | learning rate: 1.940E-04 | global batch size: 256 | lm loss: 3.804121E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.460 | TFLOPs: 32.27 | 7: iteration 7620/ 60336 | consumed samples: 1950720 | consumed tokens: 3995074560 | elapsed time per iteration (s): 0.37 | learning rate: 1.939E-04 | global batch size: 256 | lm loss: 3.797641E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.040 | TFLOPs: 32.26 | 7: iteration 7630/ 60336 | consumed samples: 1953280 | consumed tokens: 4000317440 | elapsed time per iteration (s): 0.37 | learning rate: 1.939E-04 | global batch size: 256 | lm loss: 3.793827E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.106 | TFLOPs: 32.26 | 7: iteration 7640/ 60336 | consumed samples: 1955840 | consumed tokens: 4005560320 | elapsed time per iteration (s): 0.37 | learning rate: 1.939E-04 | global batch size: 256 | lm loss: 3.789428E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.458 | TFLOPs: 32.27 | 7: iteration 7650/ 60336 | consumed samples: 1958400 | consumed tokens: 4010803200 | elapsed time per iteration (s): 0.37 | learning rate: 1.939E-04 | global batch size: 256 | lm loss: 3.793126E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | 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norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.940 | TFLOPs: 32.25 | 7: iteration 7950/ 60336 | consumed samples: 2035200 | consumed tokens: 4168089600 | elapsed time per iteration (s): 0.37 | learning rate: 1.934E-04 | global batch size: 256 | lm loss: 3.775379E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.675 | TFLOPs: 32.00 | 7: iteration 7960/ 60336 | consumed samples: 2037760 | consumed tokens: 4173332480 | elapsed time per iteration (s): 0.37 | learning rate: 1.933E-04 | global batch size: 256 | lm loss: 3.777238E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.201 | TFLOPs: 32.26 | 7: iteration 7970/ 60336 | consumed samples: 2040320 | consumed tokens: 4178575360 | elapsed time per iteration (s): 0.37 | learning rate: 1.933E-04 | global batch size: 256 | lm loss: 3.777200E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.050 | TFLOPs: 32.26 | 7: iteration 7980/ 60336 | consumed samples: 2042880 | consumed tokens: 4183818240 | elapsed time per iteration (s): 0.37 | learning rate: 1.933E-04 | global batch size: 256 | lm loss: 3.776615E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.279 | TFLOPs: 32.27 | 7: iteration 7990/ 60336 | consumed samples: 2045440 | consumed tokens: 4189061120 | elapsed time per iteration (s): 0.37 | learning rate: 1.933E-04 | global batch size: 256 | lm loss: 3.776410E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.708 | TFLOPs: 32.24 | 0: [2023-03-17 00:45:36,545] [INFO] [logging.py:68:log_dist] [Rank 0] step=8000, skipped=0, lr=[0.00019327530167242664, 0.00019327530167242664, 0.00019327530167242664], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 8000/ 60336 | consumed samples: 2048000 | consumed tokens: 4194304000 | elapsed time per iteration (s): 0.37 | learning rate: 1.933E-04 | global batch size: 256 | lm loss: 3.782150E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.080 | TFLOPs: 32.26 | 0: steps: 8000 loss: 3.7729 iter time (s): 0.369 samples/sec: 694.189 7: ----------------------------------------------------------------------------------------------- 7: validation loss at iteration 8000 | lm loss value: 3.915098E+00 | lm loss PPL: 5.015398E+01 | 7: ----------------------------------------------------------------------------------------------- 0: saving checkpoint at iteration 8000 to checkpoints_146m32b100mdedup 0: [2023-03-17 00:45:36,669] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step8000 is begin to save! 0: [2023-03-17 00:45:36,673] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step8000/layer_01-model_00-model_states.pt... 0: [2023-03-17 00:45:36,757] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step8000/layer_01-model_00-model_states.pt. 0: [2023-03-17 00:45:36,757] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step8000/layer_03-model_00-model_states.pt... 0: [2023-03-17 00:45:36,773] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step8000/layer_03-model_00-model_states.pt. 0: [2023-03-17 00:45:36,773] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step8000/layer_04-model_00-model_states.pt... 0: [2023-03-17 00:45:36,789] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 4: [2023-03-17 00:45:36,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:45:36,963] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt 4: [2023-03-17 00:45:36,963] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 1: [2023-03-17 00:45:36,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:45:36,963] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-17 00:45:36,963] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 4: [2023-03-17 00:45:36,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:45:37,137] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:45:36,963] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 3: [2023-03-17 00:45:37,137] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 4: [2023-03-17 00:45:36,963] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 3: [2023-03-17 00:45:37,137] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 1: [2023-03-17 00:45:36,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:45:36,963] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-17 00:45:36,963] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 3: [2023-03-17 00:45:37,137] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:45:37,137] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-17 00:45:37,137] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 1: [2023-03-17 00:45:36,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:45:36,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:45:36,964] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 5: [2023-03-17 00:45:36,964] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 1: [2023-03-17 00:45:36,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 5: [2023-03-17 00:45:36,964] 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[INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-17 00:45:36,970] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 3: [2023-03-17 00:45:37,144] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt. 3: [2023-03-17 00:45:37,144] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt 3: [2023-03-17 00:45:37,144] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 4: [2023-03-17 00:45:36,971] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:45:36,971] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:45:36,971] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:45:36,971] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-17 00:45:36,971] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt 4: [2023-03-17 00:45:36,971] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 4: [2023-03-17 00:45:36,971] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] 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[INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 0: [2023-03-17 00:45:37,058] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt 0: [2023-03-17 00:45:37,058] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 0: [2023-03-17 00:45:37,058] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 0: [2023-03-17 00:45:37,058] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 2: [2023-03-17 00:45:36,970] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:45:36,970] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero 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[torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 0: [2023-03-17 00:45:37,073] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step8000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 00:45:37,073] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now! 0: successfully saved checkpoint at iteration 8000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 409.10 7: iteration 8010/ 60336 | consumed samples: 2050560 | consumed tokens: 4199546880 | elapsed time per iteration (s): 0.42 | learning rate: 1.933E-04 | global batch size: 256 | lm loss: 3.777169E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 606.012 | TFLOPs: 28.29 | 7: iteration 8020/ 60336 | consumed samples: 2053120 | consumed tokens: 4204789760 | elapsed time per iteration (s): 0.37 | learning rate: 1.932E-04 | global batch size: 256 | lm loss: 3.773968E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.407 | TFLOPs: 32.27 | 7: iteration 8030/ 60336 | consumed samples: 2055680 | consumed tokens: 4210032640 | elapsed time per iteration (s): 0.37 | learning rate: 1.932E-04 | global batch size: 256 | lm loss: 3.772392E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.869 | TFLOPs: 32.25 | 7: iteration 8040/ 60336 | consumed samples: 2058240 | consumed tokens: 4215275520 | elapsed time per iteration (s): 0.37 | learning rate: 1.932E-04 | global batch size: 256 | lm loss: 3.780775E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.315 | TFLOPs: 32.27 | 7: iteration 8050/ 60336 | consumed samples: 2060800 | consumed tokens: 4220518400 | elapsed time per iteration (s): 0.37 | learning rate: 1.932E-04 | global batch size: 256 | lm loss: 3.767189E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.006 | TFLOPs: 32.25 | 7: iteration 8060/ 60336 | consumed samples: 2063360 | consumed tokens: 4225761280 | elapsed time per iteration (s): 0.37 | learning rate: 1.932E-04 | global batch size: 256 | lm loss: 3.771253E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.332 | TFLOPs: 32.27 | 7: iteration 8070/ 60336 | consumed samples: 2065920 | consumed tokens: 4231004160 | elapsed time per iteration (s): 0.37 | learning rate: 1.931E-04 | global batch size: 256 | lm loss: 3.771688E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.264 | TFLOPs: 32.27 | 7: iteration 8080/ 60336 | consumed samples: 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second: 692.030 | TFLOPs: 32.30 | 7: iteration 8140/ 60336 | consumed samples: 2083840 | consumed tokens: 4267704320 | elapsed time per iteration (s): 0.37 | learning rate: 1.930E-04 | global batch size: 256 | lm loss: 3.767544E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.514 | TFLOPs: 32.28 | 7: iteration 8150/ 60336 | consumed samples: 2086400 | consumed tokens: 4272947200 | elapsed time per iteration (s): 0.37 | learning rate: 1.930E-04 | global batch size: 256 | lm loss: 3.763318E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.692 | TFLOPs: 32.29 | 7: iteration 8160/ 60336 | consumed samples: 2088960 | consumed tokens: 4278190080 | elapsed time per iteration (s): 0.37 | learning rate: 1.930E-04 | global batch size: 256 | lm loss: 3.777756E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.373 | TFLOPs: 32.27 | 7: iteration 8170/ 60336 | consumed samples: 2091520 | consumed tokens: 4283432960 | elapsed time per iteration (s): 0.37 | learning rate: 1.930E-04 | global batch size: 256 | lm loss: 3.771897E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.838 | TFLOPs: 32.25 | 7: iteration 8180/ 60336 | consumed samples: 2094080 | consumed tokens: 4288675840 | elapsed time per iteration (s): 0.37 | learning rate: 1.929E-04 | global batch size: 256 | lm loss: 3.760856E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.242 | TFLOPs: 32.26 | 7: iteration 8190/ 60336 | consumed samples: 2096640 | consumed tokens: 4293918720 | elapsed time per iteration (s): 0.37 | learning rate: 1.929E-04 | global batch size: 256 | lm loss: 3.773505E+00 | grad norm: 0.308 | num zeros: 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1.928E-04 | global batch size: 256 | lm loss: 3.763947E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.767 | TFLOPs: 32.24 | 7: iteration 8260/ 60336 | consumed samples: 2114560 | consumed tokens: 4330618880 | elapsed time per iteration (s): 0.37 | learning rate: 1.928E-04 | global batch size: 256 | lm loss: 3.773306E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.270 | TFLOPs: 32.27 | 7: iteration 8270/ 60336 | consumed samples: 2117120 | consumed tokens: 4335861760 | elapsed time per iteration (s): 0.37 | learning rate: 1.928E-04 | global batch size: 256 | lm loss: 3.767519E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.486 | TFLOPs: 32.23 | 7: iteration 8280/ 60336 | consumed samples: 2119680 | consumed tokens: 4341104640 | elapsed time per iteration (s): 0.37 | learning rate: 1.928E-04 | global batch size: 256 | lm loss: 3.773635E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.281 | TFLOPs: 32.27 | 7: iteration 8290/ 60336 | consumed samples: 2122240 | consumed tokens: 4346347520 | elapsed time per iteration (s): 0.37 | learning rate: 1.927E-04 | global batch size: 256 | lm loss: 3.764143E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.356 | TFLOPs: 32.27 | 7: iteration 8300/ 60336 | consumed samples: 2124800 | consumed tokens: 4351590400 | elapsed time per iteration (s): 0.37 | learning rate: 1.927E-04 | global batch size: 256 | lm loss: 3.762525E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.180 | TFLOPs: 32.26 | 7: iteration 8310/ 60336 | consumed samples: 2127360 | consumed tokens: 4356833280 | elapsed time per iteration (s): 0.37 | learning rate: 1.927E-04 | global batch size: 256 | lm loss: 3.765705E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.979 | TFLOPs: 32.25 | 7: iteration 8320/ 60336 | consumed samples: 2129920 | consumed tokens: 4362076160 | elapsed time per iteration (s): 0.37 | learning rate: 1.927E-04 | global batch size: 256 | lm loss: 3.762344E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.744 | TFLOPs: 32.24 | 7: iteration 8330/ 60336 | consumed samples: 2132480 | consumed tokens: 4367319040 | elapsed time per iteration (s): 0.37 | learning rate: 1.927E-04 | global batch size: 256 | lm loss: 3.757436E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.492 | TFLOPs: 32.28 | 7: iteration 8340/ 60336 | consumed samples: 2135040 | consumed tokens: 4372561920 | elapsed time per iteration (s): 0.37 | learning rate: 1.927E-04 | global batch size: 256 | lm loss: 3.760601E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.080 | TFLOPs: 32.26 | 7: iteration 8350/ 60336 | consumed samples: 2137600 | consumed tokens: 4377804800 | elapsed time per iteration (s): 0.37 | learning rate: 1.926E-04 | global batch size: 256 | lm loss: 3.764116E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.099 | TFLOPs: 32.26 | 7: iteration 8360/ 60336 | consumed samples: 2140160 | consumed tokens: 4383047680 | elapsed time per iteration (s): 0.37 | learning rate: 1.926E-04 | global batch size: 256 | lm loss: 3.763071E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.499 | TFLOPs: 32.23 | 7: iteration 8370/ 60336 | consumed samples: 2142720 | consumed tokens: 4388290560 | elapsed time per iteration (s): 0.37 | learning rate: 1.926E-04 | global batch size: 256 | lm loss: 3.753510E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.673 | TFLOPs: 32.24 | 7: iteration 8380/ 60336 | consumed samples: 2145280 | consumed tokens: 4393533440 | elapsed time per iteration (s): 0.37 | learning rate: 1.926E-04 | global batch size: 256 | lm loss: 3.763771E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.522 | TFLOPs: 32.23 | 7: iteration 8390/ 60336 | consumed samples: 2147840 | consumed tokens: 4398776320 | elapsed time per iteration (s): 0.37 | learning rate: 1.926E-04 | global batch size: 256 | lm loss: 3.760435E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.878 | TFLOPs: 32.25 | 7: iteration 8400/ 60336 | consumed samples: 2150400 | consumed tokens: 4404019200 | elapsed time per iteration (s): 0.37 | learning rate: 1.925E-04 | global batch size: 256 | lm loss: 3.760844E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.490 | TFLOPs: 32.23 | 7: iteration 8410/ 60336 | consumed samples: 2152960 | consumed tokens: 4409262080 | elapsed time per iteration (s): 0.37 | learning rate: 1.925E-04 | global batch size: 256 | lm loss: 3.759231E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.568 | TFLOPs: 32.23 | 7: iteration 8420/ 60336 | consumed samples: 2155520 | consumed tokens: 4414504960 | elapsed time per iteration (s): 0.37 | learning rate: 1.925E-04 | global batch size: 256 | lm loss: 3.756241E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.450 | TFLOPs: 32.23 | 7: iteration 8430/ 60336 | consumed samples: 2158080 | consumed tokens: 4419747840 | elapsed time per iteration (s): 0.37 | learning rate: 1.925E-04 | global batch size: 256 | lm loss: 3.760351E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.720 | TFLOPs: 32.24 | 7: iteration 8440/ 60336 | consumed samples: 2160640 | consumed tokens: 4424990720 | elapsed time per iteration (s): 0.37 | learning rate: 1.925E-04 | global batch size: 256 | lm loss: 3.759212E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.190 | TFLOPs: 32.08 | 7: iteration 8450/ 60336 | consumed samples: 2163200 | consumed tokens: 4430233600 | elapsed time per iteration (s): 0.37 | learning rate: 1.924E-04 | global batch size: 256 | lm loss: 3.757109E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.652 | TFLOPs: 32.24 | 7: iteration 8460/ 60336 | consumed samples: 2165760 | consumed tokens: 4435476480 | elapsed time per iteration (s): 0.37 | learning rate: 1.924E-04 | global batch size: 256 | lm loss: 3.752262E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.361 | TFLOPs: 32.22 | 7: iteration 8470/ 60336 | consumed samples: 2168320 | consumed tokens: 4440719360 | elapsed time per iteration (s): 0.37 | learning rate: 1.924E-04 | global batch size: 256 | lm loss: 3.753349E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.603 | TFLOPs: 32.23 | 7: iteration 8480/ 60336 | consumed samples: 2170880 | consumed tokens: 4445962240 | elapsed time per iteration (s): 0.37 | learning rate: 1.924E-04 | global batch size: 256 | lm loss: 3.753321E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.820 | TFLOPs: 32.24 | 7: iteration 8490/ 60336 | consumed samples: 2173440 | consumed tokens: 4451205120 | elapsed time per iteration (s): 0.37 | learning rate: 1.924E-04 | global batch size: 256 | lm loss: 3.752903E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.528 | TFLOPs: 32.23 | 7: iteration 8500/ 60336 | consumed samples: 2176000 | consumed tokens: 4456448000 | elapsed time per iteration (s): 0.37 | learning rate: 1.923E-04 | global batch size: 256 | lm loss: 3.749375E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.392 | TFLOPs: 32.22 | 7: iteration 8510/ 60336 | consumed samples: 2178560 | consumed tokens: 4461690880 | elapsed time per iteration (s): 0.37 | learning rate: 1.923E-04 | global batch size: 256 | lm loss: 3.759955E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.393 | TFLOPs: 32.22 | 7: iteration 8520/ 60336 | consumed samples: 2181120 | consumed tokens: 4466933760 | elapsed time per iteration (s): 0.37 | learning rate: 1.923E-04 | global batch size: 256 | lm loss: 3.760877E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.536 | TFLOPs: 32.23 | 7: iteration 8530/ 60336 | consumed samples: 2183680 | consumed tokens: 4472176640 | elapsed time per iteration (s): 0.37 | learning rate: 1.923E-04 | global batch size: 256 | lm loss: 3.751676E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.263 | TFLOPs: 32.22 | 7: iteration 8540/ 60336 | consumed samples: 2186240 | consumed tokens: 4477419520 | elapsed time per iteration (s): 0.38 | learning rate: 1.923E-04 | global batch size: 256 | lm loss: 3.762451E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.138 | TFLOPs: 31.84 | 7: iteration 8550/ 60336 | consumed samples: 2188800 | consumed tokens: 4482662400 | elapsed time per iteration (s): 0.37 | learning rate: 1.923E-04 | global batch size: 256 | lm loss: 3.751923E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.519 | TFLOPs: 32.23 | 7: iteration 8560/ 60336 | consumed samples: 2191360 | consumed tokens: 4487905280 | elapsed time per iteration (s): 0.37 | learning rate: 1.922E-04 | global batch size: 256 | lm loss: 3.751651E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.674 | TFLOPs: 32.24 | 7: iteration 8570/ 60336 | consumed samples: 2193920 | consumed tokens: 4493148160 | elapsed time per iteration (s): 0.37 | learning rate: 1.922E-04 | global batch size: 256 | lm loss: 3.760775E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.715 | TFLOPs: 32.24 | 7: iteration 8580/ 60336 | consumed samples: 2196480 | consumed tokens: 4498391040 | elapsed time per iteration (s): 0.37 | learning rate: 1.922E-04 | global batch size: 256 | lm loss: 3.754622E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.424 | TFLOPs: 32.23 | 7: iteration 8590/ 60336 | consumed samples: 2199040 | consumed tokens: 4503633920 | elapsed time per iteration (s): 0.37 | learning rate: 1.922E-04 | global batch size: 256 | lm loss: 3.748267E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.577 | TFLOPs: 32.23 | 7: iteration 8600/ 60336 | consumed samples: 2201600 | consumed tokens: 4508876800 | elapsed time per iteration (s): 0.37 | learning rate: 1.922E-04 | global batch size: 256 | lm loss: 3.751376E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.785 | TFLOPs: 32.24 | 7: iteration 8610/ 60336 | consumed samples: 2204160 | consumed tokens: 4514119680 | elapsed time per iteration (s): 0.37 | learning rate: 1.921E-04 | global batch size: 256 | lm loss: 3.746133E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.413 | TFLOPs: 32.23 | 7: iteration 8620/ 60336 | consumed samples: 2206720 | consumed tokens: 4519362560 | elapsed time per iteration (s): 0.37 | learning rate: 1.921E-04 | global batch size: 256 | lm loss: 3.749976E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.397 | TFLOPs: 32.23 | 7: iteration 8630/ 60336 | consumed samples: 2209280 | consumed tokens: 4524605440 | elapsed time per iteration (s): 0.37 | learning rate: 1.921E-04 | global batch size: 256 | lm loss: 3.752551E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.346 | TFLOPs: 32.22 | 7: iteration 8640/ 60336 | consumed samples: 2211840 | consumed tokens: 4529848320 | elapsed time per iteration (s): 0.37 | learning rate: 1.921E-04 | global batch size: 256 | lm loss: 3.746748E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.105 | TFLOPs: 32.21 | 7: iteration 8650/ 60336 | consumed samples: 2214400 | consumed tokens: 4535091200 | elapsed time per iteration (s): 0.37 | learning rate: 1.921E-04 | global batch size: 256 | lm loss: 3.760231E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.408 | TFLOPs: 32.23 | 7: iteration 8660/ 60336 | consumed samples: 2216960 | consumed tokens: 4540334080 | elapsed time per iteration (s): 0.37 | learning rate: 1.920E-04 | global batch size: 256 | lm loss: 3.750483E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.445 | TFLOPs: 32.23 | 7: iteration 8670/ 60336 | consumed samples: 2219520 | consumed tokens: 4545576960 | elapsed time per iteration (s): 0.37 | learning rate: 1.920E-04 | global batch size: 256 | lm loss: 3.750378E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.028 | TFLOPs: 32.21 | 7: iteration 8680/ 60336 | consumed samples: 2222080 | consumed tokens: 4550819840 | elapsed time per iteration (s): 0.37 | learning rate: 1.920E-04 | global batch size: 256 | lm loss: 3.759602E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.599 | TFLOPs: 32.23 | 7: iteration 8690/ 60336 | consumed samples: 2224640 | consumed tokens: 4556062720 | elapsed time per iteration (s): 0.37 | learning rate: 1.920E-04 | global batch size: 256 | lm loss: 3.744809E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.655 | TFLOPs: 32.24 | 7: iteration 8700/ 60336 | consumed samples: 2227200 | consumed tokens: 4561305600 | elapsed time per iteration (s): 0.37 | learning rate: 1.920E-04 | global batch size: 256 | lm loss: 3.750871E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.322 | TFLOPs: 32.22 | 7: iteration 8710/ 60336 | consumed samples: 2229760 | consumed tokens: 4566548480 | elapsed time per iteration (s): 0.37 | learning rate: 1.919E-04 | global batch size: 256 | lm loss: 3.750828E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.605 | TFLOPs: 31.95 | 7: iteration 8720/ 60336 | consumed samples: 2232320 | consumed tokens: 4571791360 | elapsed time per iteration (s): 0.37 | learning rate: 1.919E-04 | global batch size: 256 | lm loss: 3.745744E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.438 | TFLOPs: 32.23 | 7: iteration 8730/ 60336 | consumed samples: 2234880 | consumed tokens: 4577034240 | elapsed time per iteration (s): 0.37 | learning rate: 1.919E-04 | global batch size: 256 | lm loss: 3.745644E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.879 | TFLOPs: 32.25 | 7: iteration 8740/ 60336 | consumed samples: 2237440 | consumed tokens: 4582277120 | elapsed time per iteration (s): 0.37 | learning rate: 1.919E-04 | global batch size: 256 | lm loss: 3.744750E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.050 | TFLOPs: 32.26 | 7: iteration 8750/ 60336 | consumed samples: 2240000 | consumed tokens: 4587520000 | elapsed time per iteration (s): 0.37 | learning rate: 1.919E-04 | global batch size: 256 | lm loss: 3.743140E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.224 | TFLOPs: 32.26 | 7: iteration 8760/ 60336 | consumed samples: 2242560 | consumed tokens: 4592762880 | elapsed time per iteration (s): 0.37 | learning rate: 1.918E-04 | global batch size: 256 | lm loss: 3.748238E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.122 | TFLOPs: 32.26 | 7: iteration 8770/ 60336 | consumed samples: 2245120 | consumed tokens: 4598005760 | elapsed time per iteration (s): 0.37 | learning rate: 1.918E-04 | global batch size: 256 | lm loss: 3.744776E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.405 | TFLOPs: 32.27 | 7: iteration 8780/ 60336 | consumed samples: 2247680 | consumed tokens: 4603248640 | elapsed time per iteration (s): 0.37 | learning rate: 1.918E-04 | global batch size: 256 | lm loss: 3.751807E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.084 | TFLOPs: 32.26 | 7: iteration 8790/ 60336 | consumed samples: 2250240 | consumed tokens: 4608491520 | elapsed time per iteration (s): 0.37 | learning rate: 1.918E-04 | global batch size: 256 | lm loss: 3.735582E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.169 | TFLOPs: 32.21 | 7: iteration 8800/ 60336 | consumed samples: 2252800 | consumed tokens: 4613734400 | elapsed time per iteration (s): 0.37 | learning rate: 1.918E-04 | global batch size: 256 | lm loss: 3.750662E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.688 | TFLOPs: 32.19 | 7: iteration 8810/ 60336 | consumed samples: 2255360 | consumed tokens: 4618977280 | elapsed time per iteration (s): 0.37 | learning rate: 1.917E-04 | global batch size: 256 | lm loss: 3.745765E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.061 | TFLOPs: 32.16 | 7: iteration 8820/ 60336 | consumed samples: 2257920 | consumed tokens: 4624220160 | elapsed time per iteration (s): 0.37 | learning rate: 1.917E-04 | global batch size: 256 | lm loss: 3.745139E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.652 | TFLOPs: 32.19 | 7: iteration 8830/ 60336 | consumed samples: 2260480 | consumed tokens: 4629463040 | elapsed time per iteration (s): 0.37 | learning rate: 1.917E-04 | global batch size: 256 | lm loss: 3.742699E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.622 | TFLOPs: 32.19 | 7: iteration 8840/ 60336 | consumed samples: 2263040 | consumed tokens: 4634705920 | elapsed time per iteration (s): 0.37 | learning rate: 1.917E-04 | global batch size: 256 | lm loss: 3.738585E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.276 | TFLOPs: 32.17 | 7: iteration 8850/ 60336 | consumed samples: 2265600 | consumed tokens: 4639948800 | elapsed time per iteration (s): 0.37 | learning rate: 1.917E-04 | global batch size: 256 | lm loss: 3.746952E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.411 | TFLOPs: 32.18 | 7: iteration 8860/ 60336 | consumed samples: 2268160 | consumed tokens: 4645191680 | elapsed time per iteration (s): 0.37 | learning rate: 1.916E-04 | global batch size: 256 | lm loss: 3.735124E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.985 | TFLOPs: 32.16 | 7: iteration 8870/ 60336 | consumed samples: 2270720 | consumed tokens: 4650434560 | elapsed time per iteration (s): 0.37 | learning rate: 1.916E-04 | global batch size: 256 | lm loss: 3.744984E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.881 | TFLOPs: 32.20 | 7: iteration 8880/ 60336 | consumed samples: 2273280 | consumed tokens: 4655677440 | elapsed time per iteration (s): 0.37 | learning rate: 1.916E-04 | global batch size: 256 | lm loss: 3.746909E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.078 | TFLOPs: 32.21 | 7: iteration 8890/ 60336 | consumed samples: 2275840 | consumed tokens: 4660920320 | elapsed time per iteration (s): 0.37 | learning rate: 1.916E-04 | global batch size: 256 | lm loss: 3.741796E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.415 | TFLOPs: 32.18 | 7: iteration 8900/ 60336 | consumed samples: 2278400 | consumed tokens: 4666163200 | elapsed time per iteration (s): 0.37 | learning rate: 1.916E-04 | global batch size: 256 | lm loss: 3.747541E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.207 | TFLOPs: 32.17 | 7: iteration 8910/ 60336 | consumed samples: 2280960 | consumed tokens: 4671406080 | elapsed time per iteration (s): 0.37 | learning rate: 1.915E-04 | global batch size: 256 | lm loss: 3.735902E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.684 | TFLOPs: 31.87 | 7: iteration 8920/ 60336 | consumed samples: 2283520 | consumed tokens: 4676648960 | elapsed time per iteration (s): 0.37 | learning rate: 1.915E-04 | global batch size: 256 | lm loss: 3.744546E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.169 | TFLOPs: 32.21 | 7: iteration 8930/ 60336 | consumed samples: 2286080 | consumed tokens: 4681891840 | elapsed time per iteration (s): 0.37 | learning rate: 1.915E-04 | global batch size: 256 | lm loss: 3.746374E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.473 | TFLOPs: 32.23 | 7: iteration 8940/ 60336 | consumed samples: 2288640 | consumed tokens: 4687134720 | elapsed time per iteration (s): 0.37 | learning rate: 1.915E-04 | global batch size: 256 | lm loss: 3.740649E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.491 | TFLOPs: 32.23 | 7: iteration 8950/ 60336 | consumed samples: 2291200 | consumed tokens: 4692377600 | elapsed time per iteration (s): 0.37 | learning rate: 1.915E-04 | global batch size: 256 | lm loss: 3.743417E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.806 | TFLOPs: 32.24 | 7: iteration 8960/ 60336 | consumed samples: 2293760 | consumed tokens: 4697620480 | elapsed time per iteration (s): 0.37 | learning rate: 1.914E-04 | global batch size: 256 | lm loss: 3.744374E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.814 | TFLOPs: 32.20 | 7: iteration 8970/ 60336 | consumed samples: 2296320 | consumed tokens: 4702863360 | elapsed time per iteration (s): 0.37 | learning rate: 1.914E-04 | global batch size: 256 | lm loss: 3.738050E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.691 | TFLOPs: 32.19 | 7: iteration 8980/ 60336 | consumed samples: 2298880 | consumed tokens: 4708106240 | elapsed time per iteration (s): 0.37 | learning rate: 1.914E-04 | global batch size: 256 | lm loss: 3.737296E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.253 | TFLOPs: 32.22 | 7: iteration 8990/ 60336 | consumed samples: 2301440 | consumed tokens: 4713349120 | elapsed time per iteration (s): 0.37 | learning rate: 1.914E-04 | global batch size: 256 | lm loss: 3.736591E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.097 | TFLOPs: 32.21 | 7: iteration 9000/ 60336 | consumed samples: 2304000 | consumed tokens: 4718592000 | elapsed time per iteration (s): 0.37 | learning rate: 1.914E-04 | global batch size: 256 | lm loss: 3.739898E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.007 | TFLOPs: 32.21 | 7: ----------------------------------------------------------------------------------------------- 7: validation loss at iteration 9000 | lm loss value: 3.884787E+00 | lm loss PPL: 4.865657E+01 | 7: ----------------------------------------------------------------------------------------------- 0: saving checkpoint at iteration 9000 to checkpoints_146m32b100mdedup 0: [2023-03-17 00:51:48,014] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step9000 is begin to save! 0: [2023-03-17 00:51:48,017] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step9000/layer_01-model_00-model_states.pt... 0: [2023-03-17 00:51:48,101] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100mdedup/global_step9000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:51:48,383] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step9000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:51:48,383] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step9000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:51:48,383] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step9000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-17 00:51:48,383] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step9000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 00:51:48,383] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step9000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 00:51:48,383] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step9000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 1: [2023-03-17 00:51:48,383] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step9000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:51:48,383] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now! 2: [2023-03-17 00:51:48,383] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now! 2: [2023-03-17 00:51:48,383] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now! 2: [2023-03-17 00:51:48,383] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now! 1: [2023-03-17 00:51:48,383] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step9000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 1: [2023-03-17 00:51:48,383] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now! 4: [2023-03-17 00:51:48,385] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step9000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:51:48,385] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step9000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:51:48,385] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step9000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 4: [2023-03-17 00:51:48,385] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step9000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-17 00:51:48,385] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step9000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-17 00:51:48,385] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step9000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt 4: [2023-03-17 00:51:48,385] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now! 4: [2023-03-17 00:51:48,385] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now! 4: [2023-03-17 00:51:48,385] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now! 0: [2023-03-17 00:51:48,477] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step9000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 00:51:48,477] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now! 0: successfully saved checkpoint at iteration 9000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 468.74 7: iteration 9010/ 60336 | consumed samples: 2306560 | consumed tokens: 4723834880 | elapsed time per iteration (s): 0.43 | learning rate: 1.913E-04 | global batch size: 256 | lm loss: 3.739423E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 598.906 | TFLOPs: 27.95 | 7: iteration 9020/ 60336 | consumed samples: 2309120 | consumed tokens: 4729077760 | elapsed time per iteration (s): 0.37 | learning rate: 1.913E-04 | global batch size: 256 | lm loss: 3.738672E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.460 | TFLOPs: 32.18 | 7: iteration 9030/ 60336 | consumed samples: 2311680 | consumed tokens: 4734320640 | elapsed time per iteration (s): 0.37 | learning rate: 1.913E-04 | global batch size: 256 | lm loss: 3.741761E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.479 | TFLOPs: 32.18 | 7: iteration 9040/ 60336 | consumed samples: 2314240 | consumed tokens: 4739563520 | elapsed time per iteration (s): 0.37 | learning rate: 1.913E-04 | global batch size: 256 | lm loss: 3.729145E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.766 | TFLOPs: 32.20 | 7: iteration 9050/ 60336 | consumed samples: 2316800 | consumed tokens: 4744806400 | elapsed time per iteration (s): 0.37 | learning rate: 1.913E-04 | global batch size: 256 | lm loss: 3.734926E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.414 | TFLOPs: 32.23 | 7: iteration 9060/ 60336 | consumed samples: 2319360 | consumed tokens: 4750049280 | elapsed time per iteration (s): 0.37 | learning rate: 1.912E-04 | global batch size: 256 | lm loss: 3.736586E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.136 | TFLOPs: 32.21 | 7: iteration 9070/ 60336 | consumed samples: 2321920 | consumed tokens: 4755292160 | elapsed time per iteration (s): 0.37 | learning rate: 1.912E-04 | global batch size: 256 | lm loss: 3.742482E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.058 | TFLOPs: 32.21 | 7: iteration 9080/ 60336 | consumed samples: 2324480 | consumed tokens: 4760535040 | elapsed time per iteration (s): 0.37 | learning rate: 1.912E-04 | global batch size: 256 | lm loss: 3.730816E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.126 | TFLOPs: 32.21 | 7: iteration 9090/ 60336 | consumed samples: 2327040 | consumed tokens: 4765777920 | elapsed time per iteration (s): 0.37 | learning rate: 1.912E-04 | global batch size: 256 | lm loss: 3.734660E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.827 | TFLOPs: 32.20 | 7: iteration 9100/ 60336 | consumed samples: 2329600 | consumed tokens: 4771020800 | elapsed time per iteration (s): 0.37 | learning rate: 1.912E-04 | global batch size: 256 | lm loss: 3.733668E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.687 | TFLOPs: 32.24 | 7: iteration 9110/ 60336 | consumed samples: 2332160 | consumed tokens: 4776263680 | elapsed time per iteration (s): 0.37 | learning rate: 1.911E-04 | global batch size: 256 | lm loss: 3.738200E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.053 | TFLOPs: 32.21 | 7: iteration 9120/ 60336 | consumed samples: 2334720 | consumed tokens: 4781506560 | elapsed time per iteration (s): 0.37 | learning rate: 1.911E-04 | global batch size: 256 | lm loss: 3.727142E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.109 | TFLOPs: 32.21 | 7: iteration 9130/ 60336 | consumed samples: 2337280 | consumed tokens: 4786749440 | elapsed time per iteration (s): 0.37 | learning rate: 1.911E-04 | global batch size: 256 | lm loss: 3.728937E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.321 | TFLOPs: 32.22 | 7: iteration 9140/ 60336 | consumed samples: 2339840 | consumed tokens: 4791992320 | elapsed time per iteration (s): 0.37 | learning rate: 1.911E-04 | global batch size: 256 | lm loss: 3.728584E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.410 | TFLOPs: 32.23 | 7: iteration 9150/ 60336 | consumed samples: 2342400 | consumed tokens: 4797235200 | elapsed time per iteration (s): 0.37 | learning rate: 1.911E-04 | global batch size: 256 | lm loss: 3.721807E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.257 | TFLOPs: 32.22 | 7: iteration 9160/ 60336 | consumed samples: 2344960 | consumed tokens: 4802478080 | elapsed time per iteration (s): 0.37 | learning rate: 1.910E-04 | global batch size: 256 | lm loss: 3.732900E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.061 | TFLOPs: 32.21 | 7: iteration 9170/ 60336 | consumed samples: 2347520 | consumed tokens: 4807720960 | elapsed time per iteration (s): 0.37 | learning rate: 1.910E-04 | global batch size: 256 | lm loss: 3.728933E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.622 | TFLOPs: 32.19 | 7: iteration 9180/ 60336 | consumed samples: 2350080 | consumed tokens: 4812963840 | elapsed time per iteration (s): 0.37 | learning rate: 1.910E-04 | global batch size: 256 | lm loss: 3.729979E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.585 | TFLOPs: 32.19 | 7: iteration 9190/ 60336 | consumed samples: 2352640 | consumed tokens: 4818206720 | elapsed time per iteration (s): 0.37 | learning rate: 1.910E-04 | global batch size: 256 | lm loss: 3.730042E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.588 | TFLOPs: 32.19 | 7: iteration 9200/ 60336 | consumed samples: 2355200 | consumed tokens: 4823449600 | elapsed time per iteration (s): 0.37 | learning rate: 1.910E-04 | global batch size: 256 | lm loss: 3.732972E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.304 | TFLOPs: 32.17 | 7: iteration 9210/ 60336 | consumed samples: 2357760 | consumed tokens: 4828692480 | elapsed time per iteration (s): 0.37 | learning rate: 1.909E-04 | global batch size: 256 | lm loss: 3.725615E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.318 | TFLOPs: 32.17 | 7: iteration 9220/ 60336 | consumed samples: 2360320 | consumed tokens: 4833935360 | elapsed time per iteration (s): 0.37 | learning rate: 1.909E-04 | global batch size: 256 | lm loss: 3.726391E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.321 | TFLOPs: 32.17 | 7: iteration 9230/ 60336 | consumed samples: 2362880 | consumed tokens: 4839178240 | elapsed time per iteration (s): 0.37 | learning rate: 1.909E-04 | global batch size: 256 | lm loss: 3.726740E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.576 | TFLOPs: 32.19 | 7: iteration 9240/ 60336 | consumed samples: 2365440 | consumed tokens: 4844421120 | elapsed time per iteration (s): 0.37 | learning rate: 1.909E-04 | global batch size: 256 | lm loss: 3.725985E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.715 | TFLOPs: 32.19 | 7: iteration 9250/ 60336 | consumed samples: 2368000 | consumed tokens: 4849664000 | elapsed time per iteration (s): 0.37 | learning rate: 1.909E-04 | global batch size: 256 | lm loss: 3.730795E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.549 | TFLOPs: 32.19 | 7: iteration 9260/ 60336 | consumed samples: 2370560 | consumed tokens: 4854906880 | elapsed time per iteration (s): 0.37 | learning rate: 1.908E-04 | global batch size: 256 | lm loss: 3.726713E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.717 | TFLOPs: 32.19 | 7: iteration 9270/ 60336 | consumed samples: 2373120 | consumed tokens: 4860149760 | elapsed time per iteration (s): 0.37 | learning rate: 1.908E-04 | global batch size: 256 | lm loss: 3.728746E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.812 | TFLOPs: 32.20 | 7: iteration 9280/ 60336 | consumed samples: 2375680 | consumed tokens: 4865392640 | elapsed time per iteration (s): 0.37 | learning rate: 1.908E-04 | global batch size: 256 | lm loss: 3.723489E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.831 | TFLOPs: 32.20 | 7: iteration 9290/ 60336 | consumed samples: 2378240 | consumed tokens: 4870635520 | elapsed time per iteration (s): 0.37 | learning rate: 1.908E-04 | global batch size: 256 | lm loss: 3.725309E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.629 | TFLOPs: 32.05 | 7: iteration 9300/ 60336 | consumed samples: 2380800 | consumed tokens: 4875878400 | elapsed time per iteration (s): 0.37 | learning rate: 1.907E-04 | global batch size: 256 | lm loss: 3.729821E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.683 | TFLOPs: 32.19 | 7: iteration 9310/ 60336 | consumed samples: 2383360 | consumed tokens: 4881121280 | elapsed time per iteration (s): 0.37 | learning rate: 1.907E-04 | global batch size: 256 | lm loss: 3.718145E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.927 | TFLOPs: 32.20 | 7: iteration 9320/ 60336 | consumed samples: 2385920 | consumed tokens: 4886364160 | elapsed time per iteration (s): 0.37 | learning rate: 1.907E-04 | global batch size: 256 | lm loss: 3.728965E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.920 | TFLOPs: 32.16 | 7: iteration 9330/ 60336 | consumed samples: 2388480 | consumed tokens: 4891607040 | elapsed time per iteration (s): 0.37 | learning rate: 1.907E-04 | global batch size: 256 | lm loss: 3.726414E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.477 | TFLOPs: 32.18 | 7: iteration 9340/ 60336 | consumed samples: 2391040 | consumed tokens: 4896849920 | elapsed time per iteration (s): 0.37 | learning rate: 1.907E-04 | global batch size: 256 | lm loss: 3.722752E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.481 | TFLOPs: 32.18 | 7: iteration 9350/ 60336 | consumed samples: 2393600 | consumed tokens: 4902092800 | elapsed time per iteration (s): 0.37 | learning rate: 1.906E-04 | global batch size: 256 | lm loss: 3.725025E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.742 | TFLOPs: 32.19 | 7: iteration 9360/ 60336 | consumed samples: 2396160 | consumed tokens: 4907335680 | elapsed time per iteration (s): 0.37 | learning rate: 1.906E-04 | global batch size: 256 | lm loss: 3.727709E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.796 | TFLOPs: 32.20 | 7: iteration 9370/ 60336 | consumed samples: 2398720 | consumed tokens: 4912578560 | elapsed time per iteration (s): 0.37 | learning rate: 1.906E-04 | global batch size: 256 | lm loss: 3.722291E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.559 | TFLOPs: 32.19 | 7: iteration 9380/ 60336 | consumed samples: 2401280 | consumed tokens: 4917821440 | elapsed time per iteration (s): 0.37 | learning rate: 1.906E-04 | global batch size: 256 | lm loss: 3.724357E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.527 | TFLOPs: 32.18 | 7: iteration 9390/ 60336 | consumed samples: 2403840 | consumed tokens: 4923064320 | elapsed time per iteration (s): 0.37 | learning rate: 1.906E-04 | global batch size: 256 | lm loss: 3.731093E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.563 | TFLOPs: 32.19 | 7: iteration 9400/ 60336 | consumed samples: 2406400 | consumed tokens: 4928307200 | elapsed time per iteration (s): 0.37 | learning rate: 1.905E-04 | global batch size: 256 | lm loss: 3.722541E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.404 | TFLOPs: 32.18 | 7: iteration 9410/ 60336 | consumed samples: 2408960 | consumed tokens: 4933550080 | elapsed time per iteration (s): 0.37 | learning rate: 1.905E-04 | global batch size: 256 | lm loss: 3.728703E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.443 | TFLOPs: 32.18 | 7: iteration 9420/ 60336 | consumed samples: 2411520 | consumed tokens: 4938792960 | elapsed time per iteration (s): 0.37 | learning rate: 1.905E-04 | global batch size: 256 | lm loss: 3.724366E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.918 | TFLOPs: 32.20 | 7: iteration 9430/ 60336 | consumed samples: 2414080 | consumed tokens: 4944035840 | elapsed time per iteration (s): 0.37 | learning rate: 1.905E-04 | global batch size: 256 | lm loss: 3.718311E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.562 | TFLOPs: 32.19 | 7: iteration 9440/ 60336 | consumed samples: 2416640 | consumed tokens: 4949278720 | elapsed time per iteration (s): 0.37 | learning rate: 1.905E-04 | global batch size: 256 | lm loss: 3.729020E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.973 | TFLOPs: 32.21 | 7: iteration 9450/ 60336 | consumed samples: 2419200 | consumed tokens: 4954521600 | elapsed time per iteration (s): 0.37 | learning rate: 1.904E-04 | global batch size: 256 | lm loss: 3.719490E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.391 | TFLOPs: 32.18 | 7: iteration 9460/ 60336 | consumed samples: 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size: 256 | lm loss: 3.708681E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.198 | TFLOPs: 32.22 | 7: iteration 9870/ 60336 | consumed samples: 2526720 | consumed tokens: 5174722560 | elapsed time per iteration (s): 0.37 | learning rate: 1.895E-04 | global batch size: 256 | lm loss: 3.700569E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.097 | TFLOPs: 32.21 | 7: iteration 9880/ 60336 | consumed samples: 2529280 | consumed tokens: 5179965440 | elapsed time per iteration (s): 0.37 | learning rate: 1.895E-04 | global batch size: 256 | lm loss: 3.707024E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.858 | TFLOPs: 32.20 | 7: iteration 9890/ 60336 | consumed samples: 2531840 | consumed tokens: 5185208320 | elapsed time per iteration (s): 0.37 | learning rate: 1.895E-04 | global batch size: 256 | lm loss: 3.713174E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.209 | TFLOPs: 32.22 | 7: iteration 9900/ 60336 | consumed samples: 2534400 | consumed tokens: 5190451200 | elapsed time per iteration (s): 0.37 | learning rate: 1.895E-04 | global batch size: 256 | lm loss: 3.701921E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.167 | TFLOPs: 32.21 | 7: iteration 9910/ 60336 | consumed samples: 2536960 | consumed tokens: 5195694080 | elapsed time per iteration (s): 0.37 | learning rate: 1.894E-04 | global batch size: 256 | lm loss: 3.697631E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.132 | TFLOPs: 32.21 | 7: iteration 9920/ 60336 | consumed samples: 2539520 | consumed tokens: 5200936960 | elapsed time per iteration (s): 0.37 | learning rate: 1.894E-04 | global batch size: 256 | lm loss: 3.707161E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.139 | TFLOPs: 32.21 | 7: iteration 9930/ 60336 | consumed samples: 2542080 | consumed tokens: 5206179840 | elapsed time per iteration (s): 0.37 | learning rate: 1.894E-04 | global batch size: 256 | lm loss: 3.702530E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.036 | TFLOPs: 32.21 | 7: iteration 9940/ 60336 | consumed samples: 2544640 | consumed tokens: 5211422720 | elapsed time per iteration (s): 0.37 | learning rate: 1.894E-04 | global batch size: 256 | lm loss: 3.703072E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.053 | TFLOPs: 32.21 | 7: iteration 9950/ 60336 | consumed samples: 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iteration 9980/ 60336 | consumed samples: 2554880 | consumed tokens: 5232394240 | elapsed time per iteration (s): 0.37 | learning rate: 1.893E-04 | global batch size: 256 | lm loss: 3.705437E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.414 | TFLOPs: 32.18 | 7: iteration 9990/ 60336 | consumed samples: 2557440 | consumed tokens: 5237637120 | elapsed time per iteration (s): 0.37 | learning rate: 1.893E-04 | global batch size: 256 | lm loss: 3.694415E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.772 | TFLOPs: 32.20 | 0: [2023-03-17 00:57:59,590] [INFO] [logging.py:68:log_dist] [Rank 0] step=10000, skipped=0, lr=[0.00018923099670180827, 0.00018923099670180827, 0.00018923099670180827], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 10000/ 60336 | consumed samples: 2560000 | consumed tokens: 5242880000 | elapsed time per iteration (s): 0.37 | learning rate: 1.892E-04 | global batch size: 256 | lm loss: 3.708001E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.441 | TFLOPs: 32.23 | 0: steps: 10000 loss: 3.6872 iter time (s): 0.369 samples/sec: 693.594 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 10000 | lm loss value: 3.843940E+00 | lm loss PPL: 4.670916E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 10000 to checkpoints_146m32b100mdedup 0: [2023-03-17 00:57:59,713] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step10000 is begin to save! 0: [2023-03-17 00:57:59,717] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step10000/layer_01-model_00-model_states.pt... 0: 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checkpoints_146m32b100mdedup/global_step10000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 3: [2023-03-17 00:58:00,193] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 3: [2023-03-17 00:58:00,193] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 3: [2023-03-17 00:58:00,193] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 1: [2023-03-17 00:58:00,020] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step10000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-17 00:58:00,020] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step10000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-17 00:58:00,020] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 2: [2023-03-17 00:58:00,017] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step10000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-17 00:58:00,017] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 2: [2023-03-17 00:58:00,022] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step10000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt. 2: [2023-03-17 00:58:00,022] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step10000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-17 00:58:00,022] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 6: [2023-03-17 00:58:00,082] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step10000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-17 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checkpoints_146m32b100mdedup/global_step10000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:58:00,013] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 5: [2023-03-17 00:58:00,013] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 5: [2023-03-17 00:58:00,013] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step10000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-17 00:58:00,013] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 5: [2023-03-17 00:58:00,013] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step10000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:58:00,013] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step10000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 5: [2023-03-17 00:58:00,013] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 5: [2023-03-17 00:58:00,015] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step10000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:58:00,015] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step10000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-17 00:58:00,015] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 5: [2023-03-17 00:58:00,018] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step10000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 5: [2023-03-17 00:58:00,018] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint 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6: [2023-03-17 00:58:00,086] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 6: [2023-03-17 00:58:00,086] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 0: [2023-03-17 00:58:00,112] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step10000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 00:58:00,112] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 0: [2023-03-17 00:58:00,114] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step10000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt. 0: [2023-03-17 00:58:00,114] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step10000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt 0: [2023-03-17 00:58:00,114] [INFO] 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checkpoint saved checkpoints_146m32b100mdedup/global_step10000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-17 00:58:00,034] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 7: [2023-03-17 00:58:00,034] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 7: [2023-03-17 00:58:00,034] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 7: [2023-03-17 00:58:00,034] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now! 0: successfully saved checkpoint at iteration 10000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 411.93 7: iteration 10010/ 60336 | consumed samples: 2562560 | consumed tokens: 5248122880 | elapsed time per iteration (s): 0.42 | learning rate: 1.892E-04 | global batch size: 256 | lm loss: 3.707844E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 605.116 | TFLOPs: 28.24 | 7: iteration 10020/ 60336 | consumed samples: 2565120 | consumed tokens: 5253365760 | elapsed time per iteration (s): 0.37 | learning rate: 1.892E-04 | global batch size: 256 | lm loss: 3.710188E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.986 | TFLOPs: 32.21 | 7: iteration 10030/ 60336 | consumed samples: 2567680 | consumed tokens: 5258608640 | elapsed time per iteration (s): 0.37 | learning rate: 1.892E-04 | global batch size: 256 | lm loss: 3.699284E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.786 | TFLOPs: 32.20 | 7: iteration 10040/ 60336 | consumed samples: 2570240 | consumed tokens: 5263851520 | elapsed time per iteration (s): 0.37 | learning rate: 1.891E-04 | global batch size: 256 | lm loss: 3.703340E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.448 | TFLOPs: 32.23 | 7: iteration 10050/ 60336 | consumed samples: 2572800 | consumed tokens: 5269094400 | elapsed time per iteration (s): 0.37 | learning rate: 1.891E-04 | global batch size: 256 | lm loss: 3.701349E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.967 | TFLOPs: 32.21 | 7: iteration 10060/ 60336 | consumed samples: 2575360 | consumed tokens: 5274337280 | elapsed time per iteration (s): 0.37 | learning rate: 1.891E-04 | global batch size: 256 | lm loss: 3.703505E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.856 | TFLOPs: 32.20 | 7: iteration 10070/ 60336 | consumed samples: 2577920 | consumed tokens: 5279580160 | elapsed time per iteration (s): 0.37 | learning rate: 1.891E-04 | global batch size: 256 | lm loss: 3.706584E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.038 | TFLOPs: 32.21 | 7: iteration 10080/ 60336 | consumed samples: 2580480 | consumed tokens: 5284823040 | elapsed time per iteration (s): 0.37 | learning rate: 1.891E-04 | global batch size: 256 | lm loss: 3.704314E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.144 | TFLOPs: 32.21 | 7: iteration 10090/ 60336 | consumed samples: 2583040 | consumed tokens: 5290065920 | elapsed time per iteration (s): 0.37 | learning rate: 1.890E-04 | global batch size: 256 | lm loss: 3.702185E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.253 | TFLOPs: 32.08 | 7: iteration 10100/ 60336 | consumed samples: 2585600 | consumed tokens: 5295308800 | elapsed time per iteration (s): 0.37 | learning rate: 1.890E-04 | global batch size: 256 | lm loss: 3.703227E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.943 | TFLOPs: 32.20 | 7: iteration 10110/ 60336 | consumed samples: 2588160 | consumed tokens: 5300551680 | elapsed time per iteration (s): 0.37 | learning rate: 1.890E-04 | global batch size: 256 | lm loss: 3.699535E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.838 | TFLOPs: 32.20 | 7: iteration 10120/ 60336 | consumed samples: 2590720 | consumed tokens: 5305794560 | elapsed time per iteration (s): 0.37 | learning rate: 1.890E-04 | global batch size: 256 | lm loss: 3.706629E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.083 | TFLOPs: 32.21 | 7: iteration 10130/ 60336 | consumed samples: 2593280 | consumed tokens: 5311037440 | elapsed time per iteration (s): 0.37 | learning rate: 1.889E-04 | global batch size: 256 | lm loss: 3.697332E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.128 | TFLOPs: 32.21 | 7: iteration 10140/ 60336 | consumed samples: 2595840 | consumed tokens: 5316280320 | elapsed time per iteration (s): 0.37 | learning rate: 1.889E-04 | global batch size: 256 | lm loss: 3.698330E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.462 | TFLOPs: 31.90 | 7: iteration 10150/ 60336 | consumed samples: 2598400 | consumed tokens: 5321523200 | elapsed time per iteration (s): 0.39 | learning rate: 1.889E-04 | global batch size: 256 | lm loss: 3.698948E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 664.808 | TFLOPs: 31.03 | 7: iteration 10160/ 60336 | consumed samples: 2600960 | consumed tokens: 5326766080 | elapsed time per iteration (s): 0.37 | learning rate: 1.889E-04 | global batch size: 256 | lm loss: 3.693717E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.770 | TFLOPs: 31.87 | 7: iteration 10170/ 60336 | consumed samples: 2603520 | consumed tokens: 5332008960 | elapsed time per iteration (s): 0.38 | learning rate: 1.888E-04 | global batch size: 256 | lm loss: 3.693254E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 666.439 | TFLOPs: 31.11 | 7: iteration 10180/ 60336 | consumed samples: 2606080 | consumed tokens: 5337251840 | elapsed time per iteration (s): 0.37 | learning rate: 1.888E-04 | global batch size: 256 | lm loss: 3.691885E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.442 | TFLOPs: 32.09 | 7: iteration 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second: 672.485 | TFLOPs: 31.39 | 7: iteration 10220/ 60336 | consumed samples: 2616320 | consumed tokens: 5358223360 | elapsed time per iteration (s): 0.37 | learning rate: 1.887E-04 | global batch size: 256 | lm loss: 3.701356E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.931 | TFLOPs: 31.97 | 7: iteration 10230/ 60336 | consumed samples: 2618880 | consumed tokens: 5363466240 | elapsed time per iteration (s): 0.37 | learning rate: 1.887E-04 | global batch size: 256 | lm loss: 3.700772E+00 | grad norm: 0.386 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.285 | TFLOPs: 31.89 | 7: iteration 10240/ 60336 | consumed samples: 2621440 | consumed tokens: 5368709120 | elapsed time per iteration (s): 0.38 | learning rate: 1.887E-04 | global batch size: 256 | lm loss: 3.696769E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.323 | TFLOPs: 31.61 | 7: iteration 10250/ 60336 | consumed samples: 2624000 | consumed tokens: 5373952000 | elapsed time per iteration (s): 0.38 | learning rate: 1.887E-04 | global batch size: 256 | lm loss: 3.692617E+00 | grad norm: 0.366 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.553 | TFLOPs: 31.67 | 7: iteration 10260/ 60336 | consumed samples: 2626560 | consumed tokens: 5379194880 | elapsed time per iteration (s): 0.37 | learning rate: 1.886E-04 | global batch size: 256 | lm loss: 3.690249E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.353 | TFLOPs: 31.90 | 7: iteration 10270/ 60336 | consumed samples: 2629120 | consumed tokens: 5384437760 | elapsed time per iteration (s): 0.37 | learning rate: 1.886E-04 | global batch size: 256 | lm loss: 3.690620E+00 | grad norm: 0.283 | num zeros: 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3.691848E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.806 | TFLOPs: 32.06 | 7: iteration 10310/ 60336 | consumed samples: 2639360 | consumed tokens: 5405409280 | elapsed time per iteration (s): 0.37 | learning rate: 1.885E-04 | global batch size: 256 | lm loss: 3.688958E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.916 | TFLOPs: 32.11 | 7: iteration 10320/ 60336 | consumed samples: 2641920 | consumed tokens: 5410652160 | elapsed time per iteration (s): 0.37 | learning rate: 1.885E-04 | global batch size: 256 | lm loss: 3.697415E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.319 | TFLOPs: 32.17 | 7: iteration 10330/ 60336 | consumed samples: 2644480 | consumed tokens: 5415895040 | elapsed time per iteration (s): 0.38 | learning rate: 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second: 647.118 | TFLOPs: 30.21 | 7: iteration 10450/ 60336 | consumed samples: 2675200 | consumed tokens: 5478809600 | elapsed time per iteration (s): 0.40 | learning rate: 1.882E-04 | global batch size: 256 | lm loss: 3.695267E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 646.271 | TFLOPs: 30.17 | 7: iteration 10460/ 60336 | consumed samples: 2677760 | consumed tokens: 5484052480 | elapsed time per iteration (s): 0.40 | learning rate: 1.882E-04 | global batch size: 256 | lm loss: 3.691403E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 638.961 | TFLOPs: 29.82 | 7: iteration 10470/ 60336 | consumed samples: 2680320 | consumed tokens: 5489295360 | elapsed time per iteration (s): 0.38 | learning rate: 1.882E-04 | global batch size: 256 | lm loss: 3.689312E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 669.033 | TFLOPs: 31.23 | 7: iteration 10480/ 60336 | consumed samples: 2682880 | consumed tokens: 5494538240 | elapsed time per iteration (s): 0.38 | learning rate: 1.881E-04 | global batch size: 256 | lm loss: 3.686717E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.852 | TFLOPs: 31.69 | 7: iteration 10490/ 60336 | consumed samples: 2685440 | consumed tokens: 5499781120 | elapsed time per iteration (s): 0.38 | learning rate: 1.881E-04 | global batch size: 256 | lm loss: 3.685035E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.034 | TFLOPs: 31.55 | 7: iteration 10500/ 60336 | consumed samples: 2688000 | consumed tokens: 5505024000 | elapsed time per iteration (s): 0.38 | learning rate: 1.881E-04 | global batch size: 256 | lm loss: 3.692467E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 669.833 | TFLOPs: 31.27 | 7: iteration 10510/ 60336 | consumed samples: 2690560 | consumed tokens: 5510266880 | elapsed time per iteration (s): 0.38 | learning rate: 1.881E-04 | global batch size: 256 | lm loss: 3.697503E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.181 | TFLOPs: 31.56 | 7: iteration 10520/ 60336 | consumed samples: 2693120 | consumed tokens: 5515509760 | elapsed time per iteration (s): 0.38 | learning rate: 1.880E-04 | global batch size: 256 | lm loss: 3.683749E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.828 | TFLOPs: 31.55 | 7: iteration 10530/ 60336 | consumed samples: 2695680 | consumed tokens: 5520752640 | elapsed time per iteration (s): 0.37 | learning rate: 1.880E-04 | global batch size: 256 | lm loss: 3.694703E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.727 | TFLOPs: 32.19 | 7: iteration 10540/ 60336 | consumed samples: 2698240 | consumed tokens: 5525995520 | elapsed time per iteration (s): 0.37 | learning rate: 1.880E-04 | global batch size: 256 | lm loss: 3.694581E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.815 | TFLOPs: 31.92 | 7: iteration 10550/ 60336 | consumed samples: 2700800 | consumed tokens: 5531238400 | elapsed time per iteration (s): 0.37 | learning rate: 1.880E-04 | global batch size: 256 | lm loss: 3.692599E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.532 | TFLOPs: 32.00 | 7: iteration 10560/ 60336 | consumed samples: 2703360 | consumed tokens: 5536481280 | elapsed time per iteration (s): 0.39 | learning rate: 1.879E-04 | global batch size: 256 | lm loss: 3.687535E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 654.147 | TFLOPs: 30.53 | 7: iteration 10570/ 60336 | consumed samples: 2705920 | consumed tokens: 5541724160 | elapsed time per iteration (s): 0.37 | learning rate: 1.879E-04 | global batch size: 256 | lm loss: 3.686485E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.460 | TFLOPs: 31.99 | 7: iteration 10580/ 60336 | consumed samples: 2708480 | consumed tokens: 5546967040 | elapsed time per iteration (s): 0.37 | learning rate: 1.879E-04 | global batch size: 256 | lm loss: 3.696841E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.473 | TFLOPs: 32.04 | 7: iteration 10590/ 60336 | consumed samples: 2711040 | consumed tokens: 5552209920 | elapsed time 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consumed tokens: 5567938560 | elapsed time per iteration (s): 0.37 | learning rate: 1.878E-04 | global batch size: 256 | lm loss: 3.679424E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.516 | TFLOPs: 31.95 | 7: iteration 10630/ 60336 | consumed samples: 2721280 | consumed tokens: 5573181440 | elapsed time per iteration (s): 0.38 | learning rate: 1.878E-04 | global batch size: 256 | lm loss: 3.686095E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 671.480 | TFLOPs: 31.34 | 7: iteration 10640/ 60336 | consumed samples: 2723840 | consumed tokens: 5578424320 | elapsed time per iteration (s): 0.38 | learning rate: 1.877E-04 | global batch size: 256 | lm loss: 3.682560E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 673.468 | TFLOPs: 31.44 | 7: iteration 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second: 688.133 | TFLOPs: 32.12 | 7: iteration 10680/ 60336 | consumed samples: 2734080 | consumed tokens: 5599395840 | elapsed time per iteration (s): 0.37 | learning rate: 1.877E-04 | global batch size: 256 | lm loss: 3.681961E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.999 | TFLOPs: 31.88 | 7: iteration 10690/ 60336 | consumed samples: 2736640 | consumed tokens: 5604638720 | elapsed time per iteration (s): 0.37 | learning rate: 1.876E-04 | global batch size: 256 | lm loss: 3.690499E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.517 | TFLOPs: 32.00 | 7: iteration 10700/ 60336 | consumed samples: 2739200 | consumed tokens: 5609881600 | elapsed time per iteration (s): 0.37 | learning rate: 1.876E-04 | global batch size: 256 | lm loss: 3.682677E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.885 | TFLOPs: 32.15 | 7: iteration 10710/ 60336 | consumed samples: 2741760 | consumed tokens: 5615124480 | elapsed time per iteration (s): 0.38 | learning rate: 1.876E-04 | global batch size: 256 | lm loss: 3.689533E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.964 | TFLOPs: 31.69 | 7: iteration 10720/ 60336 | consumed samples: 2744320 | consumed tokens: 5620367360 | elapsed time per iteration (s): 0.38 | learning rate: 1.876E-04 | global batch size: 256 | lm loss: 3.676445E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.738 | TFLOPs: 31.54 | 7: iteration 10730/ 60336 | consumed samples: 2746880 | consumed tokens: 5625610240 | elapsed time per iteration (s): 0.38 | learning rate: 1.875E-04 | global batch size: 256 | lm loss: 3.686969E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.649 | TFLOPs: 31.86 | 7: iteration 10740/ 60336 | consumed samples: 2749440 | consumed tokens: 5630853120 | elapsed time per iteration (s): 0.37 | learning rate: 1.875E-04 | global batch size: 256 | lm loss: 3.677719E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.016 | TFLOPs: 31.97 | 7: iteration 10750/ 60336 | consumed samples: 2752000 | consumed tokens: 5636096000 | elapsed time per iteration (s): 0.38 | learning rate: 1.875E-04 | global batch size: 256 | lm loss: 3.684518E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.883 | TFLOPs: 31.83 | 7: iteration 10760/ 60336 | consumed samples: 2754560 | consumed tokens: 5641338880 | elapsed time per iteration (s): 0.37 | learning rate: 1.875E-04 | global batch size: 256 | lm loss: 3.682817E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.010 | TFLOPs: 32.21 | 7: iteration 10770/ 60336 | consumed samples: 2757120 | consumed tokens: 5646581760 | elapsed time per iteration (s): 0.37 | learning rate: 1.874E-04 | global batch size: 256 | lm loss: 3.682177E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.366 | TFLOPs: 32.13 | 7: iteration 10780/ 60336 | consumed samples: 2759680 | consumed tokens: 5651824640 | elapsed time per iteration (s): 0.38 | learning rate: 1.874E-04 | global batch size: 256 | lm loss: 3.681983E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.938 | TFLOPs: 31.55 | 7: iteration 10790/ 60336 | consumed samples: 2762240 | consumed tokens: 5657067520 | elapsed time per iteration (s): 0.38 | learning rate: 1.874E-04 | global batch size: 256 | lm loss: 3.679467E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.441 | TFLOPs: 31.85 | 7: iteration 10800/ 60336 | consumed samples: 2764800 | consumed tokens: 5662310400 | elapsed time per iteration (s): 0.38 | learning rate: 1.874E-04 | global batch size: 256 | lm loss: 3.679765E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 671.596 | TFLOPs: 31.35 | 7: iteration 10810/ 60336 | consumed samples: 2767360 | consumed tokens: 5667553280 | elapsed time per iteration (s): 0.37 | learning rate: 1.873E-04 | global batch size: 256 | lm loss: 3.677263E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.724 | TFLOPs: 31.96 | 7: iteration 10820/ 60336 | consumed samples: 2769920 | consumed tokens: 5672796160 | elapsed time 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consumed tokens: 5688524800 | elapsed time per iteration (s): 0.37 | learning rate: 1.872E-04 | global batch size: 256 | lm loss: 3.674151E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.627 | TFLOPs: 32.24 | 7: iteration 10860/ 60336 | consumed samples: 2780160 | consumed tokens: 5693767680 | elapsed time per iteration (s): 0.37 | learning rate: 1.872E-04 | global batch size: 256 | lm loss: 3.682215E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.866 | TFLOPs: 31.97 | 7: iteration 10870/ 60336 | consumed samples: 2782720 | consumed tokens: 5699010560 | elapsed time per iteration (s): 0.37 | learning rate: 1.872E-04 | global batch size: 256 | lm loss: 3.679893E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.943 | TFLOPs: 31.88 | 7: iteration 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second: 679.822 | TFLOPs: 31.73 | 7: iteration 10910/ 60336 | consumed samples: 2792960 | consumed tokens: 5719982080 | elapsed time per iteration (s): 0.38 | learning rate: 1.871E-04 | global batch size: 256 | lm loss: 3.678544E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 666.993 | TFLOPs: 31.13 | 7: iteration 10920/ 60336 | consumed samples: 2795520 | consumed tokens: 5725224960 | elapsed time per iteration (s): 0.38 | learning rate: 1.871E-04 | global batch size: 256 | lm loss: 3.679509E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.317 | TFLOPs: 31.85 | 7: iteration 10930/ 60336 | consumed samples: 2798080 | consumed tokens: 5730467840 | elapsed time per iteration (s): 0.39 | learning rate: 1.870E-04 | global batch size: 256 | lm loss: 3.680899E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 656.039 | TFLOPs: 30.62 | 7: iteration 10940/ 60336 | consumed samples: 2800640 | consumed tokens: 5735710720 | elapsed time per iteration (s): 0.37 | learning rate: 1.870E-04 | global batch size: 256 | lm loss: 3.677553E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.690 | TFLOPs: 31.91 | 7: iteration 10950/ 60336 | consumed samples: 2803200 | consumed tokens: 5740953600 | elapsed time per iteration (s): 0.38 | learning rate: 1.870E-04 | global batch size: 256 | lm loss: 3.673249E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 667.972 | TFLOPs: 31.18 | 7: iteration 10960/ 60336 | consumed samples: 2805760 | consumed tokens: 5746196480 | elapsed time per iteration (s): 0.38 | learning rate: 1.870E-04 | global batch size: 256 | lm loss: 3.682141E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.654 | TFLOPs: 31.82 | 7: iteration 10970/ 60336 | consumed samples: 2808320 | consumed tokens: 5751439360 | elapsed time per iteration (s): 0.38 | learning rate: 1.870E-04 | global batch size: 256 | lm loss: 3.675846E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.718 | TFLOPs: 31.49 | 7: iteration 10980/ 60336 | consumed samples: 2810880 | consumed tokens: 5756682240 | elapsed time per iteration (s): 0.37 | learning rate: 1.869E-04 | global batch size: 256 | lm loss: 3.678951E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.011 | TFLOPs: 31.97 | 7: iteration 10990/ 60336 | consumed samples: 2813440 | consumed tokens: 5761925120 | elapsed time per iteration (s): 0.37 | learning rate: 1.869E-04 | global batch size: 256 | lm loss: 3.680129E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.743 | TFLOPs: 32.01 | 7: iteration 11000/ 60336 | consumed samples: 2816000 | consumed tokens: 5767168000 | elapsed time per iteration (s): 0.38 | learning rate: 1.869E-04 | global batch size: 256 | lm loss: 3.675163E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.668 | TFLOPs: 31.49 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 11000 | lm loss value: 3.940293E+00 | lm loss PPL: 5.143367E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 11000 to checkpoints_146m32b100mdedup 0: [2023-03-17 01:04:18,648] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step11000 is begin to save! 0: [2023-03-17 01:04:18,655] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step11000/layer_01-model_00-model_states.pt... 0: [2023-03-17 01:04:18,761] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step11000/layer_01-model_00-model_states.pt. 0: [2023-03-17 01:04:18,762] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step11000/layer_03-model_00-model_states.pt... 0: [2023-03-17 01:04:18,778] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step11000/layer_03-model_00-model_states.pt. 0: [2023-03-17 01:04:18,778] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step11000/layer_04-model_00-model_states.pt... 0: [2023-03-17 01:04:18,794] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt. 0: [2023-03-17 01:04:19,058] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt. 0: [2023-03-17 01:04:19,058] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt 0: [2023-03-17 01:04:19,058] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt. 0: [2023-03-17 01:04:19,058] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt 0: [2023-03-17 01:04:19,058] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint 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checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-17 01:04:19,189] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-17 01:04:19,189] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 3: [2023-03-17 01:04:19,189] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 3: [2023-03-17 01:04:19,189] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 3: [2023-03-17 01:04:19,189] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 3: [2023-03-17 01:04:19,189] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt 3: [2023-03-17 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checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-17 01:04:19,039] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-17 01:04:19,039] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-17 01:04:19,039] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 1: [2023-03-17 01:04:19,039] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 1: [2023-03-17 01:04:19,039] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 1: [2023-03-17 01:04:19,039] [INFO] 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checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-17 01:04:19,041] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-17 01:04:19,041] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-17 01:04:19,041] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-17 01:04:19,041] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-17 01:04:19,041] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-17 01:04:19,041] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 5: [2023-03-17 01:04:19,041] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 5: [2023-03-17 01:04:19,041] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 5: [2023-03-17 01:04:19,041] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 5: [2023-03-17 01:04:19,041] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 5: [2023-03-17 01:04:19,041] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 5: [2023-03-17 01:04:19,041] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 4: [2023-03-17 01:04:19,041] 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checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt. 6: [2023-03-17 01:04:19,104] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-17 01:04:19,104] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-17 01:04:19,104] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-17 01:04:19,104] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-17 01:04:19,104] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-17 01:04:19,104] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-17 01:04:19,104] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-17 01:04:19,104] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-17 01:04:19,104] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-17 01:04:19,104] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-17 01:04:19,104] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-17 01:04:19,104] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 6: [2023-03-17 01:04:19,104] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 6: [2023-03-17 01:04:19,104] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 6: [2023-03-17 01:04:19,104] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 6: [2023-03-17 01:04:19,104] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 6: [2023-03-17 01:04:19,104] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 6: [2023-03-17 01:04:19,104] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 6: [2023-03-17 01:04:19,104] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 2: [2023-03-17 01:04:19,047] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:04:19,047] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:04:19,047] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:04:19,047] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:04:19,047] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:04:19,047] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:04:19,047] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:04:19,047] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:04:19,047] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-17 01:04:19,047] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-17 01:04:19,047] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 2: [2023-03-17 01:04:19,047] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 01:04:19,047] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-17 01:04:19,047] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-17 01:04:19,047] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-17 01:04:19,047] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step11000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 01:04:19,048] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 2: [2023-03-17 01:04:19,048] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 2: [2023-03-17 01:04:19,048] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 2: [2023-03-17 01:04:19,048] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 2: [2023-03-17 01:04:19,048] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 2: [2023-03-17 01:04:19,048] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 2: [2023-03-17 01:04:19,048] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 2: [2023-03-17 01:04:19,048] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now! 0: successfully saved checkpoint at iteration 11000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 506.79 7: iteration 11010/ 60336 | consumed samples: 2818560 | consumed tokens: 5772410880 | elapsed time per iteration (s): 0.44 | learning rate: 1.869E-04 | global batch size: 256 | lm loss: 3.674976E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 587.526 | TFLOPs: 27.42 | 7: iteration 11020/ 60336 | consumed samples: 2821120 | consumed tokens: 5777653760 | elapsed time per iteration (s): 0.37 | learning rate: 1.868E-04 | global batch size: 256 | lm loss: 3.671424E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.920 | TFLOPs: 32.02 | 7: iteration 11030/ 60336 | consumed samples: 2823680 | consumed tokens: 5782896640 | elapsed time per iteration (s): 0.37 | learning rate: 1.868E-04 | global batch size: 256 | lm loss: 3.670182E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.629 | TFLOPs: 32.24 | 7: iteration 11040/ 60336 | consumed samples: 2826240 | consumed tokens: 5788139520 | elapsed time per iteration (s): 0.38 | learning rate: 1.868E-04 | global batch size: 256 | lm loss: 3.677731E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 670.184 | TFLOPs: 31.28 | 7: iteration 11050/ 60336 | consumed samples: 2828800 | consumed tokens: 5793382400 | elapsed time per iteration (s): 0.38 | learning rate: 1.868E-04 | global batch size: 256 | lm loss: 3.670396E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 666.496 | TFLOPs: 31.11 | 7: iteration 11060/ 60336 | consumed samples: 2831360 | consumed tokens: 5798625280 | elapsed time per iteration (s): 0.37 | learning rate: 1.867E-04 | global batch size: 256 | lm loss: 3.675210E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.998 | TFLOPs: 31.88 | 7: iteration 11070/ 60336 | consumed samples: 2833920 | consumed tokens: 5803868160 | elapsed time per iteration (s): 0.38 | learning rate: 1.867E-04 | global batch size: 256 | lm loss: 3.672334E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.088 | TFLOPs: 31.56 | 7: iteration 11080/ 60336 | consumed samples: 2836480 | consumed tokens: 5809111040 | elapsed time per iteration (s): 0.37 | learning rate: 1.867E-04 | global batch size: 256 | lm loss: 3.672071E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.265 | TFLOPs: 32.22 | 7: iteration 11090/ 60336 | consumed samples: 2839040 | consumed tokens: 5814353920 | elapsed time per iteration (s): 0.38 | learning rate: 1.867E-04 | global batch size: 256 | lm loss: 3.671679E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.118 | TFLOPs: 31.84 | 7: iteration 11100/ 60336 | consumed samples: 2841600 | consumed tokens: 5819596800 | elapsed time per iteration (s): 0.37 | learning rate: 1.866E-04 | global batch size: 256 | lm loss: 3.670568E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.870 | TFLOPs: 32.20 | 7: iteration 11110/ 60336 | consumed samples: 2844160 | consumed tokens: 5824839680 | elapsed time per iteration (s): 0.38 | learning rate: 1.866E-04 | global batch size: 256 | lm loss: 3.673446E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.318 | TFLOPs: 31.52 | 7: iteration 11120/ 60336 | consumed samples: 2846720 | consumed tokens: 5830082560 | elapsed time per iteration (s): 0.38 | learning rate: 1.866E-04 | global batch size: 256 | lm loss: 3.669334E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.551 | TFLOPs: 31.86 | 7: iteration 11130/ 60336 | consumed samples: 2849280 | consumed tokens: 5835325440 | elapsed time per iteration (s): 0.37 | learning rate: 1.866E-04 | global batch size: 256 | lm loss: 3.668925E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.045 | TFLOPs: 32.21 | 7: iteration 11140/ 60336 | consumed samples: 2851840 | consumed tokens: 5840568320 | elapsed time per iteration (s): 0.37 | learning rate: 1.865E-04 | global batch size: 256 | lm loss: 3.668220E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.497 | TFLOPs: 32.18 | 7: iteration 11150/ 60336 | consumed samples: 2854400 | consumed tokens: 5845811200 | elapsed time per iteration (s): 0.37 | learning rate: 1.865E-04 | global batch size: 256 | lm loss: 3.671999E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.057 | TFLOPs: 32.21 | 7: iteration 11160/ 60336 | consumed samples: 2856960 | consumed tokens: 5851054080 | elapsed time per iteration (s): 0.37 | learning rate: 1.865E-04 | global batch size: 256 | lm loss: 3.681391E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.256 | TFLOPs: 31.94 | 7: iteration 11170/ 60336 | consumed samples: 2859520 | consumed tokens: 5856296960 | elapsed time per iteration (s): 0.37 | learning rate: 1.865E-04 | global batch size: 256 | lm loss: 3.670162E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.803 | TFLOPs: 32.20 | 7: iteration 11180/ 60336 | consumed samples: 2862080 | consumed tokens: 5861539840 | elapsed time per iteration (s): 0.37 | learning rate: 1.864E-04 | global batch size: 256 | lm loss: 3.671270E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.598 | TFLOPs: 31.91 | 7: iteration 11190/ 60336 | consumed samples: 2864640 | consumed tokens: 5866782720 | elapsed time per iteration (s): 0.37 | learning rate: 1.864E-04 | global batch size: 256 | lm loss: 3.670699E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.771 | TFLOPs: 32.20 | 7: iteration 11200/ 60336 | consumed samples: 2867200 | consumed tokens: 5872025600 | elapsed time per iteration (s): 0.38 | learning rate: 1.864E-04 | global batch size: 256 | lm loss: 3.672168E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.586 | TFLOPs: 31.67 | 7: iteration 11210/ 60336 | consumed samples: 2869760 | consumed tokens: 5877268480 | elapsed time per iteration (s): 0.37 | learning rate: 1.864E-04 | global batch size: 256 | lm loss: 3.675727E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.489 | TFLOPs: 32.18 | 7: iteration 11220/ 60336 | consumed samples: 2872320 | consumed tokens: 5882511360 | elapsed time per iteration (s): 0.37 | learning rate: 1.863E-04 | global batch size: 256 | lm loss: 3.666542E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.603 | TFLOPs: 31.95 | 7: iteration 11230/ 60336 | consumed samples: 2874880 | consumed tokens: 5887754240 | elapsed time per iteration (s): 0.38 | learning rate: 1.863E-04 | global batch size: 256 | lm loss: 3.674569E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.103 | TFLOPs: 31.65 | 7: iteration 11240/ 60336 | consumed samples: 2877440 | consumed tokens: 5892997120 | elapsed time per iteration (s): 0.37 | learning rate: 1.863E-04 | global batch size: 256 | lm loss: 3.675647E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.589 | TFLOPs: 31.95 | 7: iteration 11250/ 60336 | consumed samples: 2880000 | consumed tokens: 5898240000 | elapsed time per iteration (s): 0.37 | learning rate: 1.863E-04 | global batch size: 256 | lm loss: 3.665490E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.501 | TFLOPs: 32.18 | 7: iteration 11260/ 60336 | consumed samples: 2882560 | consumed tokens: 5903482880 | elapsed time per iteration (s): 0.37 | learning rate: 1.862E-04 | global batch size: 256 | lm loss: 3.672070E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.720 | TFLOPs: 31.91 | 7: iteration 11270/ 60336 | consumed samples: 2885120 | consumed tokens: 5908725760 | elapsed time per iteration (s): 0.37 | learning rate: 1.862E-04 | global batch size: 256 | lm loss: 3.660876E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.569 | TFLOPs: 32.19 | 7: iteration 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second: 684.368 | TFLOPs: 31.94 | 7: iteration 11310/ 60336 | consumed samples: 2895360 | consumed tokens: 5929697280 | elapsed time per iteration (s): 0.38 | learning rate: 1.861E-04 | global batch size: 256 | lm loss: 3.657378E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 673.162 | TFLOPs: 31.42 | 7: iteration 11320/ 60336 | consumed samples: 2897920 | consumed tokens: 5934940160 | elapsed time per iteration (s): 0.37 | learning rate: 1.861E-04 | global batch size: 256 | lm loss: 3.658294E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.038 | TFLOPs: 31.98 | 7: iteration 11330/ 60336 | consumed samples: 2900480 | consumed tokens: 5940183040 | elapsed time per iteration (s): 0.37 | learning rate: 1.861E-04 | global batch size: 256 | lm loss: 3.660199E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.414 | TFLOPs: 32.18 | 7: iteration 11340/ 60336 | consumed samples: 2903040 | consumed tokens: 5945425920 | elapsed time per iteration (s): 0.38 | learning rate: 1.860E-04 | global batch size: 256 | lm loss: 3.661202E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.169 | TFLOPs: 31.79 | 7: iteration 11350/ 60336 | consumed samples: 2905600 | consumed tokens: 5950668800 | elapsed time per iteration (s): 0.37 | learning rate: 1.860E-04 | global batch size: 256 | lm loss: 3.664939E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.554 | TFLOPs: 32.19 | 7: iteration 11360/ 60336 | consumed samples: 2908160 | consumed tokens: 5955911680 | elapsed time per iteration (s): 0.37 | learning rate: 1.860E-04 | global batch size: 256 | lm loss: 3.664526E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.743 | TFLOPs: 31.91 | 7: iteration 11370/ 60336 | consumed samples: 2910720 | consumed tokens: 5961154560 | elapsed time per iteration (s): 0.37 | learning rate: 1.860E-04 | global batch size: 256 | lm loss: 3.670280E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.689 | TFLOPs: 32.19 | 7: iteration 11380/ 60336 | consumed samples: 2913280 | consumed tokens: 5966397440 | elapsed time per iteration (s): 0.38 | learning rate: 1.859E-04 | global batch size: 256 | lm loss: 3.655538E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.479 | TFLOPs: 31.86 | 7: iteration 11390/ 60336 | consumed samples: 2915840 | consumed tokens: 5971640320 | elapsed time per iteration (s): 0.38 | learning rate: 1.859E-04 | global batch size: 256 | lm loss: 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1.858E-04 | global batch size: 256 | lm loss: 3.664314E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.714 | TFLOPs: 32.19 | 7: iteration 11430/ 60336 | consumed samples: 2926080 | consumed tokens: 5992611840 | elapsed time per iteration (s): 0.37 | learning rate: 1.858E-04 | global batch size: 256 | lm loss: 3.665568E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.995 | TFLOPs: 32.21 | 7: iteration 11440/ 60336 | consumed samples: 2928640 | consumed tokens: 5997854720 | elapsed time per iteration (s): 0.37 | learning rate: 1.858E-04 | global batch size: 256 | lm loss: 3.667850E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.596 | TFLOPs: 32.19 | 7: iteration 11450/ 60336 | consumed samples: 2931200 | consumed tokens: 6003097600 | elapsed time per iteration (s): 0.37 | learning rate: 1.857E-04 | global batch size: 256 | lm loss: 3.673573E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.165 | TFLOPs: 32.21 | 7: iteration 11460/ 60336 | consumed samples: 2933760 | consumed tokens: 6008340480 | elapsed time per iteration (s): 0.37 | learning rate: 1.857E-04 | global batch size: 256 | lm loss: 3.665188E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.670 | TFLOPs: 32.19 | 7: iteration 11470/ 60336 | consumed samples: 2936320 | consumed tokens: 6013583360 | elapsed time per iteration (s): 0.37 | learning rate: 1.857E-04 | global batch size: 256 | lm loss: 3.663029E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.776 | TFLOPs: 32.20 | 7: iteration 11480/ 60336 | consumed samples: 2938880 | 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number of nan iterations: 0 | samples per second: 689.736 | TFLOPs: 32.19 | 7: iteration 11570/ 60336 | consumed samples: 2961920 | consumed tokens: 6066012160 | elapsed time per iteration (s): 0.37 | learning rate: 1.854E-04 | global batch size: 256 | lm loss: 3.650637E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.797 | TFLOPs: 32.20 | 7: iteration 11580/ 60336 | consumed samples: 2964480 | consumed tokens: 6071255040 | elapsed time per iteration (s): 0.37 | learning rate: 1.854E-04 | global batch size: 256 | lm loss: 3.667151E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.055 | TFLOPs: 31.98 | 7: iteration 11590/ 60336 | consumed samples: 2967040 | consumed tokens: 6076497920 | elapsed time per iteration (s): 0.37 | learning rate: 1.854E-04 | global batch size: 256 | lm loss: 3.656129E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.574 | TFLOPs: 32.19 | 7: iteration 11600/ 60336 | consumed samples: 2969600 | consumed tokens: 6081740800 | elapsed time per iteration (s): 0.37 | learning rate: 1.854E-04 | global batch size: 256 | lm loss: 3.655488E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.822 | TFLOPs: 32.20 | 7: iteration 11610/ 60336 | consumed samples: 2972160 | consumed tokens: 6086983680 | elapsed time per iteration (s): 0.37 | learning rate: 1.853E-04 | global batch size: 256 | lm loss: 3.658727E+00 | grad norm: 0.383 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.287 | TFLOPs: 32.17 | 7: iteration 11620/ 60336 | consumed samples: 2974720 | consumed tokens: 6092226560 | elapsed time per iteration (s): 0.37 | learning rate: 1.853E-04 | global batch size: 256 | lm loss: 3.664559E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.176 | TFLOPs: 32.21 | 7: iteration 11630/ 60336 | consumed samples: 2977280 | consumed tokens: 6097469440 | elapsed time per iteration (s): 0.37 | learning rate: 1.853E-04 | global batch size: 256 | lm loss: 3.656218E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.016 | TFLOPs: 32.21 | 7: iteration 11640/ 60336 | consumed samples: 2979840 | consumed tokens: 6102712320 | elapsed time per iteration (s): 0.37 | learning rate: 1.853E-04 | global batch size: 256 | lm loss: 3.655122E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.325 | TFLOPs: 32.22 | 7: iteration 11650/ 60336 | consumed samples: 2982400 | consumed tokens: 6107955200 | elapsed time per iteration (s): 0.37 | learning rate: 1.852E-04 | global batch size: 256 | lm loss: 3.657634E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.139 | TFLOPs: 32.21 | 7: iteration 11660/ 60336 | consumed samples: 2984960 | consumed tokens: 6113198080 | elapsed time per iteration (s): 0.37 | learning rate: 1.852E-04 | global batch size: 256 | lm loss: 3.656467E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.971 | TFLOPs: 32.21 | 7: iteration 11670/ 60336 | consumed samples: 2987520 | consumed tokens: 6118440960 | elapsed time per iteration (s): 0.37 | learning rate: 1.852E-04 | global batch size: 256 | lm loss: 3.651680E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.790 | TFLOPs: 32.20 | 7: iteration 11680/ 60336 | consumed samples: 2990080 | consumed tokens: 6123683840 | elapsed time 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consumed tokens: 6139412480 | elapsed time per iteration (s): 0.37 | learning rate: 1.851E-04 | global batch size: 256 | lm loss: 3.653989E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.480 | TFLOPs: 32.18 | 7: iteration 11720/ 60336 | consumed samples: 3000320 | consumed tokens: 6144655360 | elapsed time per iteration (s): 0.37 | learning rate: 1.851E-04 | global batch size: 256 | lm loss: 3.660834E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.108 | TFLOPs: 32.21 | 7: iteration 11730/ 60336 | consumed samples: 3002880 | consumed tokens: 6149898240 | elapsed time per iteration (s): 0.37 | learning rate: 1.850E-04 | global batch size: 256 | lm loss: 3.656753E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.896 | TFLOPs: 32.20 | 7: iteration 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second: 689.824 | TFLOPs: 32.20 | 7: iteration 11770/ 60336 | consumed samples: 3013120 | consumed tokens: 6170869760 | elapsed time per iteration (s): 0.37 | learning rate: 1.849E-04 | global batch size: 256 | lm loss: 3.652772E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.411 | TFLOPs: 32.18 | 7: iteration 11780/ 60336 | consumed samples: 3015680 | consumed tokens: 6176112640 | elapsed time per iteration (s): 0.37 | learning rate: 1.849E-04 | global batch size: 256 | lm loss: 3.653414E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.674 | TFLOPs: 32.19 | 7: iteration 11790/ 60336 | consumed samples: 3018240 | consumed tokens: 6181355520 | elapsed time per iteration (s): 0.37 | learning rate: 1.849E-04 | global batch size: 256 | lm loss: 3.649455E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.509 | TFLOPs: 32.18 | 7: iteration 11800/ 60336 | consumed samples: 3020800 | consumed tokens: 6186598400 | elapsed time per iteration (s): 0.37 | learning rate: 1.848E-04 | global batch size: 256 | lm loss: 3.652450E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.605 | TFLOPs: 32.19 | 7: iteration 11810/ 60336 | consumed samples: 3023360 | consumed tokens: 6191841280 | elapsed time per iteration (s): 0.37 | learning rate: 1.848E-04 | global batch size: 256 | lm loss: 3.654196E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.920 | TFLOPs: 32.20 | 7: iteration 11820/ 60336 | consumed samples: 3025920 | consumed tokens: 6197084160 | elapsed time per iteration (s): 0.37 | learning rate: 1.848E-04 | global batch size: 256 | lm loss: 3.654373E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.656 | TFLOPs: 32.19 | 7: iteration 11830/ 60336 | consumed samples: 3028480 | consumed tokens: 6202327040 | elapsed time per iteration (s): 0.37 | learning rate: 1.848E-04 | global batch size: 256 | lm loss: 3.657502E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.489 | TFLOPs: 32.18 | 7: iteration 11840/ 60336 | consumed samples: 3031040 | consumed tokens: 6207569920 | elapsed time per iteration (s): 0.37 | learning rate: 1.847E-04 | global batch size: 256 | lm loss: 3.650907E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.571 | TFLOPs: 32.19 | 7: iteration 11850/ 60336 | consumed samples: 3033600 | consumed tokens: 6212812800 | elapsed time per iteration (s): 0.38 | learning rate: 1.847E-04 | global batch size: 256 | lm loss: 3.654388E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.586 | TFLOPs: 31.72 | 7: iteration 11860/ 60336 | consumed samples: 3036160 | consumed tokens: 6218055680 | elapsed time per iteration (s): 0.37 | learning rate: 1.847E-04 | global batch size: 256 | lm loss: 3.654733E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.796 | TFLOPs: 32.20 | 7: iteration 11870/ 60336 | consumed samples: 3038720 | consumed tokens: 6223298560 | elapsed time per iteration (s): 0.37 | learning rate: 1.847E-04 | global batch size: 256 | lm loss: 3.650501E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.744 | TFLOPs: 32.19 | 7: iteration 11880/ 60336 | consumed samples: 3041280 | consumed tokens: 6228541440 | elapsed time per iteration (s): 0.37 | learning rate: 1.846E-04 | global batch size: 256 | lm loss: 3.653776E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.837 | TFLOPs: 32.20 | 7: iteration 11890/ 60336 | consumed samples: 3043840 | consumed tokens: 6233784320 | elapsed time per iteration (s): 0.37 | learning rate: 1.846E-04 | global batch size: 256 | lm loss: 3.647631E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.773 | TFLOPs: 32.20 | 7: iteration 11900/ 60336 | consumed samples: 3046400 | consumed tokens: 6239027200 | elapsed time per iteration (s): 0.37 | learning rate: 1.846E-04 | global batch size: 256 | lm loss: 3.647405E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.994 | TFLOPs: 32.16 | 7: iteration 11910/ 60336 | consumed samples: 3048960 | consumed tokens: 6244270080 | elapsed time per iteration (s): 0.37 | learning rate: 1.846E-04 | global batch size: 256 | lm loss: 3.646812E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.375 | TFLOPs: 32.13 | 7: iteration 11920/ 60336 | consumed samples: 3051520 | consumed tokens: 6249512960 | elapsed time per iteration (s): 0.37 | learning rate: 1.845E-04 | global batch size: 256 | lm loss: 3.646405E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.206 | TFLOPs: 32.17 | 7: iteration 11930/ 60336 | consumed samples: 3054080 | consumed tokens: 6254755840 | elapsed time per iteration (s): 0.37 | learning rate: 1.845E-04 | global batch size: 256 | lm loss: 3.651183E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.155 | TFLOPs: 32.17 | 7: iteration 11940/ 60336 | consumed samples: 3056640 | consumed tokens: 6259998720 | elapsed time per iteration (s): 0.37 | learning rate: 1.845E-04 | global batch size: 256 | lm loss: 3.652277E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.944 | TFLOPs: 32.16 | 7: iteration 11950/ 60336 | consumed samples: 3059200 | consumed tokens: 6265241600 | elapsed time per iteration (s): 0.37 | learning rate: 1.844E-04 | global batch size: 256 | lm loss: 3.648332E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.358 | TFLOPs: 32.18 | 7: iteration 11960/ 60336 | consumed samples: 3061760 | consumed tokens: 6270484480 | elapsed time per iteration (s): 0.37 | learning rate: 1.844E-04 | global batch size: 256 | lm loss: 3.658379E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.011 | TFLOPs: 32.16 | 7: iteration 11970/ 60336 | consumed samples: 3064320 | consumed tokens: 6275727360 | elapsed time per iteration (s): 0.37 | learning rate: 1.844E-04 | global batch size: 256 | lm loss: 3.648959E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.518 | TFLOPs: 32.18 | 7: iteration 11980/ 60336 | consumed samples: 3066880 | consumed tokens: 6280970240 | elapsed time per iteration (s): 0.37 | learning rate: 1.844E-04 | global batch size: 256 | lm loss: 3.645583E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.245 | TFLOPs: 32.22 | 7: iteration 11990/ 60336 | consumed samples: 3069440 | consumed tokens: 6286213120 | elapsed time per iteration (s): 0.37 | learning rate: 1.843E-04 | global batch size: 256 | lm loss: 3.655244E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.328 | TFLOPs: 32.22 | 0: [2023-03-17 01:10:31,753] [INFO] [logging.py:68:log_dist] [Rank 0] step=12000, skipped=0, lr=[0.00018431084145627857, 0.00018431084145627857, 0.00018431084145627857], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 12000/ 60336 | consumed samples: 3072000 | consumed tokens: 6291456000 | elapsed time per iteration (s): 0.37 | learning rate: 1.843E-04 | global batch size: 256 | lm loss: 3.648939E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.064 | TFLOPs: 32.21 | 0: steps: 12000 loss: 3.6385 iter time (s): 0.373 samples/sec: 685.856 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 12000 | lm loss value: 3.870651E+00 | lm loss PPL: 4.797362E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 12000 to checkpoints_146m32b100mdedup 0: [2023-03-17 01:10:31,877] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step12000 is begin to save! 0: [2023-03-17 01:10:31,881] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step12000/layer_01-model_00-model_states.pt... 0: [2023-03-17 01:10:31,971] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step12000/layer_01-model_00-model_states.pt. 0: [2023-03-17 01:10:31,972] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step12000/layer_03-model_00-model_states.pt... 0: [2023-03-17 01:10:31,988] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step12000/layer_03-model_00-model_states.pt. 0: [2023-03-17 01:10:31,988] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving 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checkpoints_146m32b100mdedup/global_step12000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-17 01:10:32,185] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 1: [2023-03-17 01:10:32,185] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step12000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 1: [2023-03-17 01:10:32,185] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step12000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-17 01:10:32,185] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 1: [2023-03-17 01:10:32,185] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step12000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt. 1: [2023-03-17 01:10:32,185] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step12000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 01:10:32,188] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 5: [2023-03-17 01:10:32,184] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step12000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-17 01:10:32,184] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 5: [2023-03-17 01:10:32,186] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step12000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt. 5: [2023-03-17 01:10:32,186] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step12000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-17 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[Torch] Saved checkpoints_146m32b100mdedup/global_step12000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt. 0: [2023-03-17 01:10:32,272] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step12000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt 0: [2023-03-17 01:10:32,272] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 1: [2023-03-17 01:10:32,191] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step12000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-17 01:10:32,191] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step12000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 4: [2023-03-17 01:10:32,191] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step12000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 1: 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[Torch] Checkpoint global_step12000 is ready now! 0: [2023-03-17 01:10:32,296] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step12000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 01:10:32,296] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now! 0: successfully saved checkpoint at iteration 12000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 424.15 7: iteration 12010/ 60336 | consumed samples: 3074560 | consumed tokens: 6296698880 | elapsed time per iteration (s): 0.42 | learning rate: 1.843E-04 | global batch size: 256 | lm loss: 3.643082E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 603.044 | TFLOPs: 28.15 | 7: iteration 12020/ 60336 | consumed samples: 3077120 | consumed tokens: 6301941760 | elapsed time per iteration (s): 0.37 | learning rate: 1.843E-04 | global batch size: 256 | lm loss: 3.653065E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.099 | TFLOPs: 32.21 | 7: iteration 12030/ 60336 | consumed samples: 3079680 | consumed tokens: 6307184640 | elapsed time per iteration (s): 0.37 | learning rate: 1.842E-04 | global batch size: 256 | lm loss: 3.654218E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.644 | TFLOPs: 32.19 | 7: iteration 12040/ 60336 | consumed samples: 3082240 | consumed tokens: 6312427520 | elapsed time per iteration (s): 0.37 | learning rate: 1.842E-04 | global batch size: 256 | lm loss: 3.651331E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.145 | TFLOPs: 32.21 | 7: iteration 12050/ 60336 | consumed samples: 3084800 | consumed tokens: 6317670400 | elapsed time per iteration (s): 0.37 | learning rate: 1.842E-04 | global batch size: 256 | lm loss: 3.646151E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.042 | TFLOPs: 32.21 | 7: iteration 12060/ 60336 | consumed samples: 3087360 | consumed tokens: 6322913280 | elapsed time per iteration (s): 0.37 | learning rate: 1.842E-04 | global batch size: 256 | lm loss: 3.645406E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.824 | TFLOPs: 32.20 | 7: iteration 12070/ 60336 | consumed samples: 3089920 | consumed tokens: 6328156160 | elapsed time per iteration (s): 0.37 | learning rate: 1.841E-04 | global batch size: 256 | lm loss: 3.647311E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.492 | TFLOPs: 32.18 | 7: iteration 12080/ 60336 | consumed samples: 3092480 | consumed tokens: 6333399040 | elapsed time per iteration (s): 0.37 | learning rate: 1.841E-04 | global batch size: 256 | lm loss: 3.649707E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.610 | TFLOPs: 32.19 | 7: iteration 12090/ 60336 | consumed samples: 3095040 | consumed tokens: 6338641920 | elapsed time per iteration (s): 0.37 | learning rate: 1.841E-04 | global batch size: 256 | lm loss: 3.645142E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.603 | TFLOPs: 32.19 | 7: iteration 12100/ 60336 | consumed samples: 3097600 | consumed tokens: 6343884800 | elapsed time per iteration (s): 0.37 | learning rate: 1.840E-04 | global batch size: 256 | lm loss: 3.649327E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.853 | TFLOPs: 32.20 | 7: iteration 12110/ 60336 | consumed samples: 3100160 | consumed tokens: 6349127680 | elapsed time per iteration (s): 0.37 | learning rate: 1.840E-04 | global batch size: 256 | lm loss: 3.652952E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.415 | TFLOPs: 32.18 | 7: iteration 12120/ 60336 | consumed samples: 3102720 | consumed tokens: 6354370560 | elapsed time per iteration (s): 0.37 | learning rate: 1.840E-04 | global batch size: 256 | lm loss: 3.648166E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.962 | TFLOPs: 32.20 | 7: iteration 12130/ 60336 | consumed samples: 3105280 | consumed tokens: 6359613440 | elapsed time per iteration (s): 0.37 | learning rate: 1.840E-04 | global batch size: 256 | lm loss: 3.647700E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.741 | TFLOPs: 32.19 | 7: iteration 12140/ 60336 | consumed samples: 3107840 | consumed tokens: 6364856320 | elapsed time per iteration (s): 0.37 | learning rate: 1.839E-04 | global batch size: 256 | lm loss: 3.644469E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.671 | TFLOPs: 32.19 | 7: iteration 12150/ 60336 | consumed samples: 3110400 | consumed tokens: 6370099200 | elapsed time per iteration (s): 0.37 | learning rate: 1.839E-04 | global batch size: 256 | lm loss: 3.646494E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.746 | TFLOPs: 32.19 | 7: iteration 12160/ 60336 | consumed samples: 3112960 | consumed tokens: 6375342080 | elapsed time per iteration (s): 0.37 | learning rate: 1.839E-04 | global batch size: 256 | lm loss: 3.650826E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.667 | TFLOPs: 32.19 | 7: iteration 12170/ 60336 | consumed samples: 3115520 | consumed tokens: 6380584960 | elapsed time per iteration (s): 0.37 | learning rate: 1.839E-04 | global batch size: 256 | lm loss: 3.638604E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.518 | TFLOPs: 32.18 | 7: iteration 12180/ 60336 | consumed samples: 3118080 | consumed tokens: 6385827840 | elapsed time per iteration (s): 0.37 | learning rate: 1.838E-04 | global batch size: 256 | lm loss: 3.646644E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.914 | TFLOPs: 32.20 | 7: iteration 12190/ 60336 | consumed samples: 3120640 | consumed tokens: 6391070720 | elapsed time per iteration (s): 0.37 | learning rate: 1.838E-04 | global batch size: 256 | lm loss: 3.646114E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.889 | TFLOPs: 32.20 | 7: iteration 12200/ 60336 | consumed samples: 3123200 | consumed tokens: 6396313600 | elapsed time per iteration (s): 0.37 | learning rate: 1.838E-04 | global batch size: 256 | lm loss: 3.641165E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.906 | TFLOPs: 32.16 | 7: iteration 12210/ 60336 | consumed samples: 3125760 | consumed tokens: 6401556480 | elapsed time per iteration (s): 0.37 | learning rate: 1.837E-04 | global batch size: 256 | lm loss: 3.649673E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.864 | TFLOPs: 32.20 | 7: iteration 12220/ 60336 | consumed samples: 3128320 | consumed tokens: 6406799360 | elapsed time per iteration (s): 0.37 | learning rate: 1.837E-04 | global batch size: 256 | lm loss: 3.647170E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.367 | TFLOPs: 32.22 | 7: iteration 12230/ 60336 | consumed samples: 3130880 | consumed tokens: 6412042240 | elapsed time per iteration (s): 0.37 | learning rate: 1.837E-04 | global batch size: 256 | lm loss: 3.642736E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.135 | TFLOPs: 32.21 | 7: iteration 12240/ 60336 | consumed samples: 3133440 | consumed tokens: 6417285120 | elapsed time per iteration (s): 0.37 | learning rate: 1.837E-04 | global batch size: 256 | lm loss: 3.646721E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.906 | TFLOPs: 32.20 | 7: iteration 12250/ 60336 | consumed samples: 3136000 | consumed tokens: 6422528000 | elapsed time per iteration (s): 0.37 | learning rate: 1.836E-04 | global batch size: 256 | lm loss: 3.644571E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.031 | TFLOPs: 32.21 | 7: iteration 12260/ 60336 | consumed samples: 3138560 | consumed tokens: 6427770880 | elapsed time per iteration (s): 0.37 | learning rate: 1.836E-04 | global batch size: 256 | lm loss: 3.642547E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.946 | TFLOPs: 32.20 | 7: iteration 12270/ 60336 | consumed samples: 3141120 | consumed tokens: 6433013760 | elapsed time per iteration (s): 0.37 | learning rate: 1.836E-04 | global batch size: 256 | lm loss: 3.645755E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.117 | TFLOPs: 32.21 | 7: iteration 12280/ 60336 | consumed samples: 3143680 | consumed tokens: 6438256640 | elapsed time per iteration (s): 0.37 | learning rate: 1.836E-04 | global batch size: 256 | lm loss: 3.644293E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.914 | TFLOPs: 32.20 | 7: iteration 12290/ 60336 | consumed samples: 3146240 | consumed tokens: 6443499520 | elapsed time per iteration (s): 0.37 | learning rate: 1.835E-04 | global batch size: 256 | lm loss: 3.642352E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.961 | TFLOPs: 32.20 | 7: iteration 12300/ 60336 | consumed samples: 3148800 | consumed tokens: 6448742400 | elapsed time per iteration (s): 0.37 | learning rate: 1.835E-04 | global batch size: 256 | lm loss: 3.640583E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.948 | TFLOPs: 32.20 | 7: iteration 12310/ 60336 | consumed samples: 3151360 | consumed tokens: 6453985280 | elapsed time per iteration (s): 0.37 | learning rate: 1.835E-04 | global batch size: 256 | lm loss: 3.644752E+00 | grad norm: 0.369 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.185 | TFLOPs: 32.22 | 7: iteration 12320/ 60336 | consumed samples: 3153920 | consumed tokens: 6459228160 | elapsed time per iteration (s): 0.37 | learning rate: 1.834E-04 | global batch size: 256 | lm loss: 3.644692E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.267 | TFLOPs: 32.17 | 7: iteration 12330/ 60336 | consumed samples: 3156480 | consumed tokens: 6464471040 | elapsed time per iteration (s): 0.37 | learning rate: 1.834E-04 | global batch size: 256 | lm loss: 3.643084E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.854 | TFLOPs: 32.20 | 7: iteration 12340/ 60336 | consumed samples: 3159040 | consumed tokens: 6469713920 | elapsed time per iteration (s): 0.37 | learning rate: 1.834E-04 | global batch size: 256 | lm loss: 3.638008E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.777 | TFLOPs: 32.20 | 7: iteration 12350/ 60336 | consumed samples: 3161600 | consumed tokens: 6474956800 | elapsed time per iteration (s): 0.37 | learning rate: 1.834E-04 | global batch size: 256 | lm loss: 3.641941E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.837 | TFLOPs: 32.20 | 7: iteration 12360/ 60336 | consumed samples: 3164160 | consumed tokens: 6480199680 | elapsed time per iteration (s): 0.37 | learning rate: 1.833E-04 | global batch size: 256 | lm loss: 3.632082E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.691 | TFLOPs: 32.19 | 7: iteration 12370/ 60336 | consumed samples: 3166720 | consumed tokens: 6485442560 | elapsed time per iteration (s): 0.37 | learning rate: 1.833E-04 | global batch size: 256 | lm loss: 3.642419E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.813 | TFLOPs: 32.20 | 7: iteration 12380/ 60336 | consumed samples: 3169280 | consumed tokens: 6490685440 | elapsed time per iteration (s): 0.37 | learning rate: 1.833E-04 | global batch size: 256 | lm loss: 3.634403E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.485 | TFLOPs: 32.18 | 7: iteration 12390/ 60336 | consumed samples: 3171840 | consumed tokens: 6495928320 | elapsed time per iteration (s): 0.37 | learning rate: 1.833E-04 | global batch size: 256 | lm loss: 3.638893E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.836 | TFLOPs: 32.20 | 7: iteration 12400/ 60336 | consumed samples: 3174400 | consumed tokens: 6501171200 | elapsed time per iteration (s): 0.37 | learning rate: 1.832E-04 | global batch size: 256 | lm loss: 3.638895E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.790 | TFLOPs: 32.20 | 7: iteration 12410/ 60336 | consumed samples: 3176960 | consumed tokens: 6506414080 | elapsed time per iteration (s): 0.37 | learning rate: 1.832E-04 | global batch size: 256 | lm loss: 3.637589E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.581 | TFLOPs: 32.19 | 7: iteration 12420/ 60336 | consumed samples: 3179520 | consumed tokens: 6511656960 | elapsed time per iteration (s): 0.37 | learning rate: 1.832E-04 | global batch size: 256 | lm loss: 3.642213E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.992 | TFLOPs: 32.21 | 7: iteration 12430/ 60336 | consumed samples: 3182080 | consumed tokens: 6516899840 | elapsed time per iteration (s): 0.37 | learning rate: 1.831E-04 | global batch size: 256 | lm loss: 3.639751E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.321 | TFLOPs: 32.22 | 7: iteration 12440/ 60336 | consumed samples: 3184640 | consumed tokens: 6522142720 | elapsed time per iteration (s): 0.37 | learning rate: 1.831E-04 | global batch size: 256 | lm loss: 3.632139E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.119 | TFLOPs: 32.21 | 7: iteration 12450/ 60336 | consumed samples: 3187200 | consumed tokens: 6527385600 | elapsed time per iteration (s): 0.37 | learning rate: 1.831E-04 | global batch size: 256 | lm loss: 3.642768E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.228 | TFLOPs: 32.22 | 7: iteration 12460/ 60336 | consumed samples: 3189760 | consumed tokens: 6532628480 | elapsed time per iteration (s): 0.37 | learning rate: 1.831E-04 | global batch size: 256 | lm loss: 3.640826E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.904 | TFLOPs: 32.20 | 7: iteration 12470/ 60336 | consumed samples: 3192320 | consumed tokens: 6537871360 | elapsed time per iteration (s): 0.37 | learning rate: 1.830E-04 | global batch size: 256 | lm loss: 3.638932E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.148 | TFLOPs: 32.21 | 7: iteration 12480/ 60336 | consumed samples: 3194880 | consumed tokens: 6543114240 | elapsed time per iteration (s): 0.37 | learning rate: 1.830E-04 | global batch size: 256 | lm loss: 3.633535E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.000 | TFLOPs: 32.21 | 7: iteration 12490/ 60336 | consumed samples: 3197440 | consumed tokens: 6548357120 | elapsed time per iteration (s): 0.37 | learning rate: 1.830E-04 | global batch size: 256 | lm loss: 3.639716E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.809 | TFLOPs: 32.20 | 7: iteration 12500/ 60336 | consumed samples: 3200000 | consumed tokens: 6553600000 | elapsed time per iteration (s): 0.37 | learning rate: 1.830E-04 | global batch size: 256 | lm loss: 3.645478E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.199 | TFLOPs: 32.17 | 7: iteration 12510/ 60336 | consumed samples: 3202560 | consumed tokens: 6558842880 | elapsed time per iteration (s): 0.37 | learning rate: 1.829E-04 | global batch size: 256 | lm loss: 3.643444E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.238 | TFLOPs: 32.22 | 7: iteration 12520/ 60336 | consumed samples: 3205120 | consumed tokens: 6564085760 | elapsed time per iteration (s): 0.37 | learning rate: 1.829E-04 | global batch size: 256 | lm loss: 3.634629E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.503 | TFLOPs: 32.18 | 7: iteration 12530/ 60336 | consumed samples: 3207680 | consumed tokens: 6569328640 | elapsed time per iteration (s): 0.37 | learning rate: 1.829E-04 | global batch size: 256 | lm loss: 3.639354E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.315 | TFLOPs: 32.22 | 7: iteration 12540/ 60336 | consumed samples: 3210240 | consumed tokens: 6574571520 | elapsed time per iteration (s): 0.37 | learning rate: 1.828E-04 | global batch size: 256 | lm loss: 3.636002E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.105 | TFLOPs: 32.21 | 7: iteration 12550/ 60336 | consumed samples: 3212800 | consumed tokens: 6579814400 | elapsed time per iteration (s): 0.37 | learning rate: 1.828E-04 | global batch size: 256 | lm loss: 3.635373E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.188 | TFLOPs: 32.22 | 7: iteration 12560/ 60336 | consumed samples: 3215360 | consumed tokens: 6585057280 | elapsed time per iteration (s): 0.37 | learning rate: 1.828E-04 | global batch size: 256 | lm loss: 3.633290E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.299 | TFLOPs: 32.22 | 7: iteration 12570/ 60336 | consumed samples: 3217920 | consumed tokens: 6590300160 | elapsed time per iteration (s): 0.37 | learning rate: 1.828E-04 | global batch size: 256 | lm loss: 3.624259E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.324 | TFLOPs: 32.18 | 7: iteration 12580/ 60336 | consumed samples: 3220480 | consumed tokens: 6595543040 | elapsed time per iteration (s): 0.37 | learning rate: 1.827E-04 | global batch size: 256 | lm loss: 3.637727E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.390 | TFLOPs: 32.18 | 7: iteration 12590/ 60336 | consumed samples: 3223040 | consumed tokens: 6600785920 | elapsed time per iteration (s): 0.37 | learning rate: 1.827E-04 | global batch size: 256 | lm loss: 3.633937E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.320 | TFLOPs: 32.22 | 7: iteration 12600/ 60336 | consumed samples: 3225600 | consumed tokens: 6606028800 | elapsed time per iteration (s): 0.37 | learning rate: 1.827E-04 | global batch size: 256 | lm loss: 3.641147E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.727 | TFLOPs: 32.19 | 7: iteration 12610/ 60336 | consumed samples: 3228160 | consumed tokens: 6611271680 | elapsed time per iteration (s): 0.37 | learning rate: 1.826E-04 | global batch size: 256 | lm loss: 3.634795E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.427 | TFLOPs: 32.18 | 7: iteration 12620/ 60336 | consumed samples: 3230720 | consumed tokens: 6616514560 | elapsed time per iteration (s): 0.37 | learning rate: 1.826E-04 | global batch size: 256 | lm loss: 3.639789E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.624 | TFLOPs: 32.19 | 7: iteration 12630/ 60336 | consumed samples: 3233280 | consumed tokens: 6621757440 | elapsed time per iteration (s): 0.37 | learning rate: 1.826E-04 | global batch size: 256 | lm loss: 3.631794E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.066 | TFLOPs: 32.21 | 7: iteration 12640/ 60336 | consumed samples: 3235840 | consumed tokens: 6627000320 | elapsed time per iteration (s): 0.37 | learning rate: 1.826E-04 | global batch size: 256 | lm loss: 3.632193E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.940 | TFLOPs: 32.20 | 7: iteration 12650/ 60336 | consumed samples: 3238400 | consumed tokens: 6632243200 | elapsed time per iteration (s): 0.37 | learning rate: 1.825E-04 | global batch size: 256 | lm loss: 3.630009E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.094 | TFLOPs: 31.88 | 7: iteration 12660/ 60336 | consumed samples: 3240960 | consumed tokens: 6637486080 | elapsed time per iteration (s): 0.37 | learning rate: 1.825E-04 | global batch size: 256 | lm loss: 3.629669E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.689 | TFLOPs: 31.91 | 7: iteration 12670/ 60336 | consumed samples: 3243520 | consumed tokens: 6642728960 | elapsed time per iteration (s): 0.37 | learning rate: 1.825E-04 | global batch size: 256 | lm loss: 3.640501E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.678 | TFLOPs: 32.19 | 7: iteration 12680/ 60336 | consumed samples: 3246080 | consumed tokens: 6647971840 | elapsed time per iteration (s): 0.37 | learning rate: 1.824E-04 | global batch size: 256 | lm loss: 3.631085E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.822 | TFLOPs: 32.20 | 7: iteration 12690/ 60336 | consumed samples: 3248640 | consumed tokens: 6653214720 | elapsed time per iteration (s): 0.37 | learning rate: 1.824E-04 | global batch size: 256 | lm loss: 3.638634E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.127 | TFLOPs: 32.21 | 7: iteration 12700/ 60336 | consumed samples: 3251200 | consumed tokens: 6658457600 | elapsed time per iteration (s): 0.37 | learning rate: 1.824E-04 | global batch size: 256 | lm loss: 3.635364E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.851 | TFLOPs: 32.20 | 7: iteration 12710/ 60336 | consumed samples: 3253760 | consumed tokens: 6663700480 | elapsed time per iteration (s): 0.37 | learning rate: 1.824E-04 | global 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batch size: 256 | lm loss: 3.626787E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.090 | TFLOPs: 32.16 | 7: iteration 12950/ 60336 | consumed samples: 3315200 | consumed tokens: 6789529600 | elapsed time per iteration (s): 0.37 | learning rate: 1.817E-04 | global batch size: 256 | lm loss: 3.619183E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.878 | TFLOPs: 32.15 | 7: iteration 12960/ 60336 | consumed samples: 3317760 | consumed tokens: 6794772480 | elapsed time per iteration (s): 0.37 | learning rate: 1.817E-04 | global batch size: 256 | lm loss: 3.630319E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.340 | TFLOPs: 32.18 | 7: iteration 12970/ 60336 | consumed samples: 3320320 | consumed tokens: 6800015360 | elapsed time per iteration (s): 0.37 | learning rate: 1.816E-04 | global batch size: 256 | lm loss: 3.628058E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.402 | TFLOPs: 32.18 | 7: iteration 12980/ 60336 | consumed samples: 3322880 | consumed tokens: 6805258240 | elapsed time per iteration (s): 0.37 | learning rate: 1.816E-04 | global batch size: 256 | lm loss: 3.628765E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.924 | TFLOPs: 32.20 | 7: iteration 12990/ 60336 | consumed samples: 3325440 | consumed tokens: 6810501120 | elapsed time per iteration (s): 0.37 | learning rate: 1.816E-04 | global batch size: 256 | lm loss: 3.630473E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.099 | TFLOPs: 32.16 | 7: iteration 13000/ 60336 | consumed samples: 3328000 | consumed tokens: 6815744000 | elapsed time per iteration (s): 0.37 | learning rate: 1.815E-04 | global batch size: 256 | lm loss: 3.626131E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.808 | TFLOPs: 32.20 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 13000 | lm loss value: 3.927609E+00 | lm loss PPL: 5.078539E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 13000 to checkpoints_146m32b100mdedup 0: [2023-03-17 01:16:43,623] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step13000 is begin to save! 0: [2023-03-17 01:16:43,628] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step13000/layer_01-model_00-model_states.pt... 0: [2023-03-17 01:16:43,718] [INFO] 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[2023-03-17 01:16:44,102] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now! 3: [2023-03-17 01:16:44,102] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step13000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt. 3: [2023-03-17 01:16:44,102] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step13000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt 3: [2023-03-17 01:16:44,102] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now! 1: [2023-03-17 01:16:43,930] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step13000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 1: [2023-03-17 01:16:43,930] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step13000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-17 01:16:43,930] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now! 0: [2023-03-17 01:16:44,010] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step13000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt. 0: [2023-03-17 01:16:44,011] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step13000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 0: [2023-03-17 01:16:44,011] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now! 0: [2023-03-17 01:16:44,011] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step13000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt. 3: [2023-03-17 01:16:44,102] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step13000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt. 3: [2023-03-17 01:16:44,102] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step13000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt. 3: [2023-03-17 01:16:44,102] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step13000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-17 01:16:44,102] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step13000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-17 01:16:44,102] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now! 3: [2023-03-17 01:16:44,102] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now! 6: [2023-03-17 01:16:43,990] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step13000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-17 01:16:43,941] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now! 0: [2023-03-17 01:16:44,024] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step13000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt. 0: [2023-03-17 01:16:44,024] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step13000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 0: [2023-03-17 01:16:44,024] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now! 0: [2023-03-17 01:16:44,030] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step13000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 01:16:44,030] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now! 0: successfully saved checkpoint at iteration 13000 to checkpoints_146m32b100mdedup 7: [2023-03-17 01:16:43,934] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step13000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt. 7: [2023-03-17 01:16:43,934] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step13000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-17 01:16:43,934] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now! 7: [2023-03-17 01:16:43,936] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step13000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-17 01:16:43,936] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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per iteration (s): 0.37 | learning rate: 1.813E-04 | global batch size: 256 | lm loss: 3.619460E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.194 | TFLOPs: 32.22 | 7: iteration 13110/ 60336 | consumed samples: 3356160 | consumed tokens: 6873415680 | elapsed time per iteration (s): 0.37 | learning rate: 1.812E-04 | global batch size: 256 | lm loss: 3.626923E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.184 | TFLOPs: 32.22 | 7: iteration 13120/ 60336 | consumed samples: 3358720 | consumed tokens: 6878658560 | elapsed time per iteration (s): 0.37 | learning rate: 1.812E-04 | global batch size: 256 | lm loss: 3.619555E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.108 | TFLOPs: 32.21 | 7: iteration 13130/ 60336 | consumed samples: 3361280 | 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3.621792E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.817 | TFLOPs: 32.20 | 7: iteration 13280/ 60336 | consumed samples: 3399680 | consumed tokens: 6962544640 | elapsed time per iteration (s): 0.37 | learning rate: 1.807E-04 | global batch size: 256 | lm loss: 3.618184E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.532 | TFLOPs: 32.18 | 7: iteration 13290/ 60336 | consumed samples: 3402240 | consumed tokens: 6967787520 | elapsed time per iteration (s): 0.37 | learning rate: 1.807E-04 | global batch size: 256 | lm loss: 3.621013E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.608 | TFLOPs: 32.19 | 7: iteration 13300/ 60336 | consumed samples: 3404800 | consumed tokens: 6973030400 | elapsed time per iteration (s): 0.37 | learning rate: 1.807E-04 | global batch size: 256 | lm loss: 3.618820E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.813 | TFLOPs: 32.20 | 7: iteration 13310/ 60336 | consumed samples: 3407360 | consumed tokens: 6978273280 | elapsed time per iteration (s): 0.37 | learning rate: 1.806E-04 | global batch size: 256 | lm loss: 3.625719E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.657 | TFLOPs: 32.19 | 7: iteration 13320/ 60336 | consumed samples: 3409920 | consumed tokens: 6983516160 | elapsed time per iteration (s): 0.37 | learning rate: 1.806E-04 | global batch size: 256 | lm loss: 3.624051E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.289 | TFLOPs: 32.22 | 7: iteration 13330/ 60336 | consumed samples: 3412480 | consumed tokens: 6988759040 | elapsed time 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second: 690.051 | TFLOPs: 32.21 | 7: iteration 13650/ 60336 | consumed samples: 3494400 | consumed tokens: 7156531200 | elapsed time per iteration (s): 0.37 | learning rate: 1.796E-04 | global batch size: 256 | lm loss: 3.611527E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.056 | TFLOPs: 32.21 | 7: iteration 13660/ 60336 | consumed samples: 3496960 | consumed tokens: 7161774080 | elapsed time per iteration (s): 0.37 | learning rate: 1.796E-04 | global batch size: 256 | lm loss: 3.620704E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.339 | TFLOPs: 32.22 | 7: iteration 13670/ 60336 | consumed samples: 3499520 | consumed tokens: 7167016960 | elapsed time per iteration (s): 0.37 | learning rate: 1.796E-04 | global batch size: 256 | lm loss: 3.606243E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.289 | TFLOPs: 32.22 | 7: iteration 13680/ 60336 | consumed samples: 3502080 | consumed tokens: 7172259840 | elapsed time per iteration (s): 0.37 | learning rate: 1.795E-04 | global batch size: 256 | lm loss: 3.619483E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.033 | TFLOPs: 32.21 | 7: iteration 13690/ 60336 | consumed samples: 3504640 | consumed tokens: 7177502720 | elapsed time per iteration (s): 0.37 | learning rate: 1.795E-04 | global batch size: 256 | lm loss: 3.611238E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.372 | TFLOPs: 32.22 | 7: iteration 13700/ 60336 | consumed samples: 3507200 | consumed tokens: 7182745600 | elapsed time per iteration (s): 0.37 | learning rate: 1.795E-04 | global batch size: 256 | lm loss: 3.611002E+00 | grad norm: 0.273 | num zeros: 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3.613582E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.297 | TFLOPs: 31.80 | 7: iteration 13740/ 60336 | consumed samples: 3517440 | consumed tokens: 7203717120 | elapsed time per iteration (s): 0.37 | learning rate: 1.794E-04 | global batch size: 256 | lm loss: 3.608252E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.362 | TFLOPs: 32.22 | 7: iteration 13750/ 60336 | consumed samples: 3520000 | consumed tokens: 7208960000 | elapsed time per iteration (s): 0.37 | learning rate: 1.793E-04 | global batch size: 256 | lm loss: 3.610775E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.783 | TFLOPs: 32.20 | 7: iteration 13760/ 60336 | consumed samples: 3522560 | consumed tokens: 7214202880 | elapsed time per iteration (s): 0.37 | learning rate: 1.793E-04 | global batch size: 256 | lm loss: 3.617891E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.942 | TFLOPs: 32.20 | 7: iteration 13770/ 60336 | consumed samples: 3525120 | consumed tokens: 7219445760 | elapsed time per iteration (s): 0.37 | learning rate: 1.793E-04 | global batch size: 256 | lm loss: 3.611637E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.256 | TFLOPs: 32.22 | 7: iteration 13780/ 60336 | consumed samples: 3527680 | consumed tokens: 7224688640 | elapsed time per iteration (s): 0.37 | learning rate: 1.792E-04 | global batch size: 256 | lm loss: 3.609657E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.074 | TFLOPs: 32.21 | 7: iteration 13790/ 60336 | consumed samples: 3530240 | consumed tokens: 7229931520 | elapsed time 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second: 688.666 | TFLOPs: 32.14 | 7: iteration 13880/ 60336 | consumed samples: 3553280 | consumed tokens: 7277117440 | elapsed time per iteration (s): 0.37 | learning rate: 1.789E-04 | global batch size: 256 | lm loss: 3.612379E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.731 | TFLOPs: 32.15 | 7: iteration 13890/ 60336 | consumed samples: 3555840 | consumed tokens: 7282360320 | elapsed time per iteration (s): 0.37 | learning rate: 1.789E-04 | global batch size: 256 | lm loss: 3.608609E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.538 | TFLOPs: 32.14 | 7: iteration 13900/ 60336 | consumed samples: 3558400 | consumed tokens: 7287603200 | elapsed time per iteration (s): 0.37 | learning rate: 1.789E-04 | global batch size: 256 | lm loss: 3.606012E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | 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0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.823 | TFLOPs: 32.15 | 7: iteration 13940/ 60336 | consumed samples: 3568640 | consumed tokens: 7308574720 | elapsed time per iteration (s): 0.37 | learning rate: 1.788E-04 | global batch size: 256 | lm loss: 3.610858E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.492 | TFLOPs: 32.14 | 7: iteration 13950/ 60336 | consumed samples: 3571200 | consumed tokens: 7313817600 | elapsed time per iteration (s): 0.37 | learning rate: 1.787E-04 | global batch size: 256 | lm loss: 3.608047E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.203 | TFLOPs: 32.17 | 7: iteration 13960/ 60336 | consumed samples: 3573760 | consumed tokens: 7319060480 | elapsed time per iteration (s): 0.37 | learning rate: 1.787E-04 | global batch size: 256 | lm loss: 3.610091E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.362 | TFLOPs: 32.18 | 7: iteration 13970/ 60336 | consumed samples: 3576320 | consumed tokens: 7324303360 | elapsed time per iteration (s): 0.37 | learning rate: 1.787E-04 | global batch size: 256 | lm loss: 3.601153E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.258 | TFLOPs: 32.17 | 7: iteration 13980/ 60336 | consumed samples: 3578880 | consumed tokens: 7329546240 | elapsed time per iteration (s): 0.37 | learning rate: 1.786E-04 | global batch size: 256 | lm loss: 3.603323E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.468 | TFLOPs: 32.18 | 7: iteration 13990/ 60336 | consumed samples: 3581440 | consumed tokens: 7334789120 | elapsed time per iteration (s): 0.37 | learning rate: 1.786E-04 | global batch size: 256 | lm loss: 3.599255E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.972 | TFLOPs: 32.21 | 0: [2023-03-17 01:22:55,265] [INFO] [logging.py:68:log_dist] [Rank 0] step=14000, skipped=0, lr=[0.0001785692252468874, 0.0001785692252468874, 0.0001785692252468874], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 14000/ 60336 | consumed samples: 3584000 | consumed tokens: 7340032000 | elapsed time per iteration (s): 0.37 | learning rate: 1.786E-04 | global batch size: 256 | lm loss: 3.602518E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.874 | TFLOPs: 32.20 | 0: steps: 14000 loss: 3.6016 iter time (s): 0.369 samples/sec: 693.527 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 14000 | lm loss value: 3.881278E+00 | lm loss PPL: 4.848615E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 14000 to checkpoints_146m32b100mdedup 0: [2023-03-17 01:22:55,389] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step14000 is begin to save! 0: [2023-03-17 01:22:55,392] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step14000/layer_01-model_00-model_states.pt... 0: [2023-03-17 01:22:55,479] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step14000/layer_01-model_00-model_states.pt. 0: [2023-03-17 01:22:55,480] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step14000/layer_03-model_00-model_states.pt... 0: [2023-03-17 01:22:55,496] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[2023-03-17 01:22:55,692] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now! 1: [2023-03-17 01:22:55,692] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 1: [2023-03-17 01:22:55,692] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now! 1: [2023-03-17 01:22:55,692] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-17 01:22:55,692] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now! 1: [2023-03-17 01:22:55,692] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt. 1: [2023-03-17 01:22:55,693] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 1: [2023-03-17 01:22:55,693] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now! 5: [2023-03-17 01:22:55,689] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-17 01:22:55,689] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now! 5: [2023-03-17 01:22:55,690] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 5: [2023-03-17 01:22:55,690] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-17 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[INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 3: [2023-03-17 01:22:55,875] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-17 01:22:55,875] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 3: [2023-03-17 01:22:55,875] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-17 01:22:55,875] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-17 01:22:55,875] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 3: [2023-03-17 01:22:55,875] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now! 3: [2023-03-17 01:22:55,875] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now! 3: [2023-03-17 01:22:55,875] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now! 7: [2023-03-17 01:22:55,701] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt 7: [2023-03-17 01:22:55,701] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now! 6: [2023-03-17 01:22:55,763] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-17 01:22:55,763] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-17 01:22:55,763] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now! 7: [2023-03-17 01:22:55,704] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 7: [2023-03-17 01:22:55,704] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-17 01:22:55,704] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now! 0: [2023-03-17 01:22:55,798] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step14000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 01:22:55,798] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now! 0: successfully saved checkpoint at iteration 14000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 413.74 7: iteration 14010/ 60336 | consumed samples: 3586560 | consumed tokens: 7345274880 | elapsed time per iteration (s): 0.42 | learning rate: 1.785E-04 | global batch size: 256 | lm loss: 3.613272E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 603.868 | TFLOPs: 28.19 | 7: iteration 14020/ 60336 | consumed samples: 3589120 | consumed tokens: 7350517760 | elapsed time per iteration (s): 0.37 | learning rate: 1.785E-04 | global batch size: 256 | lm loss: 3.607252E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.926 | TFLOPs: 32.20 | 7: iteration 14030/ 60336 | consumed samples: 3591680 | consumed tokens: 7355760640 | elapsed time per iteration (s): 0.37 | learning rate: 1.785E-04 | global batch size: 256 | lm loss: 3.609111E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.668 | TFLOPs: 32.19 | 7: iteration 14040/ 60336 | consumed samples: 3594240 | consumed tokens: 7361003520 | elapsed time per iteration (s): 0.37 | learning rate: 1.784E-04 | global batch size: 256 | lm loss: 3.606100E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.612 | TFLOPs: 32.19 | 7: iteration 14050/ 60336 | consumed samples: 3596800 | consumed tokens: 7366246400 | elapsed time per iteration (s): 0.37 | learning rate: 1.784E-04 | global batch size: 256 | lm loss: 3.599731E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.653 | TFLOPs: 32.19 | 7: iteration 14060/ 60336 | consumed samples: 3599360 | consumed tokens: 7371489280 | elapsed time per iteration (s): 0.37 | learning rate: 1.784E-04 | global batch size: 256 | lm loss: 3.610405E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.087 | TFLOPs: 32.21 | 7: iteration 14070/ 60336 | consumed samples: 3601920 | consumed tokens: 7376732160 | elapsed time per iteration (s): 0.37 | learning rate: 1.784E-04 | global batch size: 256 | lm loss: 3.612289E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.929 | TFLOPs: 32.20 | 7: iteration 14080/ 60336 | consumed samples: 3604480 | consumed tokens: 7381975040 | elapsed time per iteration (s): 0.37 | learning rate: 1.783E-04 | global batch size: 256 | lm loss: 3.602815E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.302 | TFLOPs: 32.17 | 7: iteration 14090/ 60336 | consumed samples: 3607040 | consumed tokens: 7387217920 | elapsed time per iteration (s): 0.37 | learning rate: 1.783E-04 | global batch size: 256 | lm loss: 3.604562E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.199 | TFLOPs: 32.17 | 7: iteration 14100/ 60336 | consumed samples: 3609600 | consumed tokens: 7392460800 | elapsed time per iteration (s): 0.37 | learning rate: 1.783E-04 | global batch size: 256 | lm loss: 3.611134E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.246 | TFLOPs: 32.17 | 7: iteration 14110/ 60336 | consumed samples: 3612160 | consumed tokens: 7397703680 | elapsed time per iteration (s): 0.37 | learning rate: 1.782E-04 | global batch size: 256 | lm loss: 3.604824E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.441 | TFLOPs: 32.18 | 7: iteration 14120/ 60336 | consumed samples: 3614720 | consumed tokens: 7402946560 | elapsed time per iteration (s): 0.37 | learning rate: 1.782E-04 | global batch size: 256 | lm loss: 3.605349E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.064 | TFLOPs: 32.16 | 7: iteration 14130/ 60336 | consumed samples: 3617280 | consumed tokens: 7408189440 | elapsed time per iteration (s): 0.37 | learning rate: 1.782E-04 | global batch size: 256 | lm loss: 3.609564E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.463 | TFLOPs: 32.18 | 7: iteration 14140/ 60336 | consumed samples: 3619840 | consumed tokens: 7413432320 | elapsed time per iteration (s): 0.37 | learning rate: 1.781E-04 | global batch size: 256 | lm loss: 3.599813E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.289 | TFLOPs: 32.17 | 7: iteration 14150/ 60336 | consumed samples: 3622400 | consumed tokens: 7418675200 | elapsed time per iteration (s): 0.37 | learning rate: 1.781E-04 | global batch size: 256 | lm loss: 3.605679E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.773 | TFLOPs: 32.20 | 7: iteration 14160/ 60336 | consumed samples: 3624960 | consumed tokens: 7423918080 | elapsed time per iteration (s): 0.37 | learning rate: 1.781E-04 | global batch size: 256 | lm loss: 3.607019E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.549 | TFLOPs: 32.19 | 7: iteration 14170/ 60336 | consumed samples: 3627520 | consumed tokens: 7429160960 | elapsed time per iteration (s): 0.37 | learning rate: 1.780E-04 | global batch size: 256 | lm loss: 3.601434E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.313 | TFLOPs: 32.17 | 7: iteration 14180/ 60336 | consumed samples: 3630080 | consumed tokens: 7434403840 | elapsed time per iteration (s): 0.37 | learning rate: 1.780E-04 | global batch size: 256 | lm loss: 3.606598E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.225 | TFLOPs: 32.17 | 7: iteration 14190/ 60336 | consumed samples: 3632640 | consumed tokens: 7439646720 | elapsed time per iteration (s): 0.37 | learning rate: 1.780E-04 | global batch size: 256 | lm loss: 3.603147E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.726 | TFLOPs: 32.19 | 7: iteration 14200/ 60336 | consumed samples: 3635200 | consumed tokens: 7444889600 | elapsed time per iteration (s): 0.37 | learning rate: 1.780E-04 | global batch size: 256 | lm loss: 3.602433E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.343 | TFLOPs: 31.99 | 7: iteration 14210/ 60336 | consumed samples: 3637760 | consumed tokens: 7450132480 | elapsed time per iteration (s): 0.37 | learning rate: 1.779E-04 | global batch size: 256 | lm loss: 3.604029E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.956 | TFLOPs: 32.20 | 7: iteration 14220/ 60336 | consumed samples: 3640320 | consumed tokens: 7455375360 | elapsed time per iteration (s): 0.37 | learning rate: 1.779E-04 | global batch size: 256 | lm loss: 3.608871E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.805 | TFLOPs: 32.20 | 7: iteration 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second: 676.674 | TFLOPs: 31.58 | 7: iteration 14260/ 60336 | consumed samples: 3650560 | consumed tokens: 7476346880 | elapsed time per iteration (s): 0.37 | learning rate: 1.778E-04 | global batch size: 256 | lm loss: 3.605045E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.275 | TFLOPs: 32.22 | 7: iteration 14270/ 60336 | consumed samples: 3653120 | consumed tokens: 7481589760 | elapsed time per iteration (s): 0.37 | learning rate: 1.777E-04 | global batch size: 256 | lm loss: 3.602159E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.686 | TFLOPs: 32.10 | 7: iteration 14280/ 60336 | consumed samples: 3655680 | consumed tokens: 7486832640 | elapsed time per iteration (s): 0.37 | learning rate: 1.777E-04 | global batch size: 256 | lm loss: 3.604557E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.393 | TFLOPs: 32.22 | 7: iteration 14290/ 60336 | consumed samples: 3658240 | consumed tokens: 7492075520 | elapsed time per iteration (s): 0.37 | learning rate: 1.777E-04 | global batch size: 256 | lm loss: 3.606944E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.574 | TFLOPs: 32.23 | 7: iteration 14300/ 60336 | consumed samples: 3660800 | consumed tokens: 7497318400 | elapsed time per iteration (s): 0.37 | learning rate: 1.776E-04 | global batch size: 256 | lm loss: 3.604403E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.760 | TFLOPs: 32.06 | 7: iteration 14310/ 60336 | consumed samples: 3663360 | consumed tokens: 7502561280 | elapsed time per iteration (s): 0.37 | learning rate: 1.776E-04 | global batch size: 256 | lm loss: 3.594327E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.079 | TFLOPs: 32.21 | 7: iteration 14320/ 60336 | consumed samples: 3665920 | consumed tokens: 7507804160 | elapsed time per iteration (s): 0.37 | learning rate: 1.776E-04 | global batch size: 256 | lm loss: 3.606029E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.986 | TFLOPs: 32.21 | 7: iteration 14330/ 60336 | consumed samples: 3668480 | consumed tokens: 7513047040 | elapsed time per iteration (s): 0.37 | learning rate: 1.775E-04 | global batch size: 256 | lm loss: 3.600951E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.792 | TFLOPs: 32.20 | 7: iteration 14340/ 60336 | consumed samples: 3671040 | consumed tokens: 7518289920 | elapsed time per iteration (s): 0.37 | learning rate: 1.775E-04 | global batch size: 256 | lm loss: 3.598822E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.693 | TFLOPs: 31.91 | 7: iteration 14350/ 60336 | consumed samples: 3673600 | consumed tokens: 7523532800 | elapsed time per iteration (s): 0.37 | learning rate: 1.775E-04 | global batch size: 256 | lm loss: 3.608720E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.579 | TFLOPs: 32.14 | 7: iteration 14360/ 60336 | consumed samples: 3676160 | consumed tokens: 7528775680 | elapsed time per iteration (s): 0.37 | learning rate: 1.775E-04 | global batch size: 256 | lm loss: 3.602919E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.148 | TFLOPs: 32.17 | 7: iteration 14370/ 60336 | consumed samples: 3678720 | consumed tokens: 7534018560 | elapsed time per iteration (s): 0.37 | learning rate: 1.774E-04 | global batch size: 256 | lm loss: 3.590132E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.037 | TFLOPs: 32.21 | 7: iteration 14380/ 60336 | consumed samples: 3681280 | consumed tokens: 7539261440 | elapsed time per iteration (s): 0.37 | learning rate: 1.774E-04 | global batch size: 256 | lm loss: 3.593090E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.102 | TFLOPs: 32.21 | 7: iteration 14390/ 60336 | consumed samples: 3683840 | consumed tokens: 7544504320 | elapsed time per iteration (s): 0.37 | learning rate: 1.774E-04 | global batch size: 256 | lm loss: 3.597370E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.915 | TFLOPs: 32.20 | 7: iteration 14400/ 60336 | consumed samples: 3686400 | consumed tokens: 7549747200 | elapsed time per iteration (s): 0.37 | learning rate: 1.773E-04 | global batch size: 256 | lm loss: 3.602213E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.971 | TFLOPs: 32.21 | 7: iteration 14410/ 60336 | consumed samples: 3688960 | consumed tokens: 7554990080 | elapsed time per iteration (s): 0.37 | learning rate: 1.773E-04 | global batch size: 256 | lm loss: 3.599885E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.991 | TFLOPs: 32.21 | 7: iteration 14420/ 60336 | consumed samples: 3691520 | consumed tokens: 7560232960 | elapsed time per iteration (s): 0.37 | learning rate: 1.773E-04 | global batch size: 256 | lm loss: 3.596836E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.800 | TFLOPs: 32.20 | 7: iteration 14430/ 60336 | consumed samples: 3694080 | consumed tokens: 7565475840 | elapsed time per iteration (s): 0.37 | learning rate: 1.772E-04 | global batch size: 256 | lm loss: 3.598190E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.735 | TFLOPs: 32.19 | 7: iteration 14440/ 60336 | consumed samples: 3696640 | consumed tokens: 7570718720 | elapsed time per iteration (s): 0.37 | learning rate: 1.772E-04 | global batch size: 256 | lm loss: 3.602530E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.419 | TFLOPs: 32.18 | 7: iteration 14450/ 60336 | consumed samples: 3699200 | consumed tokens: 7575961600 | elapsed time per iteration (s): 0.37 | learning rate: 1.772E-04 | global batch size: 256 | lm loss: 3.596252E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.315 | TFLOPs: 32.17 | 7: iteration 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second: 689.566 | TFLOPs: 32.19 | 7: iteration 14490/ 60336 | consumed samples: 3709440 | consumed tokens: 7596933120 | elapsed time per iteration (s): 0.37 | learning rate: 1.770E-04 | global batch size: 256 | lm loss: 3.602419E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.313 | TFLOPs: 32.17 | 7: iteration 14500/ 60336 | consumed samples: 3712000 | consumed tokens: 7602176000 | elapsed time per iteration (s): 0.37 | learning rate: 1.770E-04 | global batch size: 256 | lm loss: 3.600385E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.065 | TFLOPs: 32.16 | 7: iteration 14510/ 60336 | consumed samples: 3714560 | consumed tokens: 7607418880 | elapsed time per iteration (s): 0.37 | learning rate: 1.770E-04 | global batch size: 256 | lm loss: 3.601066E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.445 | TFLOPs: 32.18 | 7: iteration 14520/ 60336 | consumed samples: 3717120 | consumed tokens: 7612661760 | elapsed time per iteration (s): 0.37 | learning rate: 1.769E-04 | global batch size: 256 | lm loss: 3.591782E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.799 | TFLOPs: 32.20 | 7: iteration 14530/ 60336 | consumed samples: 3719680 | consumed tokens: 7617904640 | elapsed time per iteration (s): 0.37 | learning rate: 1.769E-04 | global batch size: 256 | lm loss: 3.601147E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.891 | TFLOPs: 32.20 | 7: iteration 14540/ 60336 | consumed samples: 3722240 | consumed tokens: 7623147520 | elapsed time per iteration (s): 0.37 | learning rate: 1.769E-04 | global batch size: 256 | lm loss: 3.599227E+00 | grad norm: 0.294 | num zeros: 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0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.691 | TFLOPs: 32.19 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 15000 | lm loss value: 3.914216E+00 | lm loss PPL: 5.010975E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 15000 to checkpoints_146m32b100mdedup 0: [2023-03-17 01:29:07,421] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step15000 is begin to save! 0: [2023-03-17 01:29:07,424] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step15000/layer_01-model_00-model_states.pt... 0: [2023-03-17 01:29:07,510] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step15000/layer_01-model_00-model_states.pt. 0: [2023-03-17 01:29:07,510] [INFO] 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt 1: [2023-03-17 01:29:07,718] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 2: [2023-03-17 01:29:07,718] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 2: [2023-03-17 01:29:07,718] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 7: [2023-03-17 01:29:07,718] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 0: [2023-03-17 01:29:07,798] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt. 4: [2023-03-17 01:29:07,718] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[2023-03-17 01:29:07,724] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 01:29:07,724] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:29:07,724] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 6: [2023-03-17 01:29:07,783] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:29:07,724] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 2: [2023-03-17 01:29:07,724] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 2: [2023-03-17 01:29:07,724] [INFO] 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01:29:07,725] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 4: [2023-03-17 01:29:07,725] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt 5: [2023-03-17 01:29:07,725] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt. 4: [2023-03-17 01:29:07,725] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 6: [2023-03-17 01:29:07,784] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 5: [2023-03-17 01:29:07,725] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 4: [2023-03-17 01:29:07,725] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 7: [2023-03-17 01:29:07,725] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt. 7: [2023-03-17 01:29:07,725] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 6: [2023-03-17 01:29:07,784] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 7: [2023-03-17 01:29:07,725] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt. 7: [2023-03-17 01:29:07,725] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 5: [2023-03-17 01:29:07,725] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 6: [2023-03-17 01:29:07,784] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 7: [2023-03-17 01:29:07,725] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-17 01:29:07,725] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-17 01:29:07,725] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 7: [2023-03-17 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bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-17 01:29:07,906] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 3: [2023-03-17 01:29:07,907] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 3: [2023-03-17 01:29:07,907] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-17 01:29:07,907] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 3: [2023-03-17 01:29:07,907] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 3: [2023-03-17 01:29:07,907] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-17 01:29:07,907] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 1: [2023-03-17 01:29:07,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt. 1: [2023-03-17 01:29:07,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt. 1: [2023-03-17 01:29:07,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 1: [2023-03-17 01:29:07,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-17 01:29:07,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 1: [2023-03-17 01:29:07,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 0: [2023-03-17 01:29:07,822] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step15000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 01:29:07,822] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now! 0: successfully saved checkpoint at iteration 15000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 408.36 7: iteration 15010/ 60336 | consumed samples: 3842560 | consumed tokens: 7869562880 | elapsed time per iteration (s): 0.42 | learning rate: 1.754E-04 | global batch size: 256 | lm loss: 3.595981E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 607.502 | TFLOPs: 28.36 | 7: iteration 15020/ 60336 | consumed samples: 3845120 | consumed tokens: 7874805760 | elapsed time per iteration (s): 0.37 | learning rate: 1.753E-04 | global batch size: 256 | lm loss: 3.590772E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.842 | TFLOPs: 32.20 | 7: iteration 15030/ 60336 | consumed samples: 3847680 | consumed tokens: 7880048640 | elapsed time per iteration (s): 0.37 | learning rate: 1.753E-04 | global batch size: 256 | lm loss: 3.589933E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.437 | TFLOPs: 32.18 | 7: iteration 15040/ 60336 | consumed samples: 3850240 | consumed tokens: 7885291520 | elapsed time per iteration (s): 0.37 | learning rate: 1.753E-04 | global batch size: 256 | lm loss: 3.588356E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.861 | TFLOPs: 32.20 | 7: iteration 15050/ 60336 | consumed samples: 3852800 | consumed tokens: 7890534400 | elapsed time per iteration (s): 0.37 | learning rate: 1.752E-04 | global batch size: 256 | lm loss: 3.585331E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.037 | TFLOPs: 32.16 | 7: iteration 15060/ 60336 | consumed samples: 3855360 | consumed tokens: 7895777280 | elapsed time per iteration (s): 0.37 | learning rate: 1.752E-04 | global batch size: 256 | lm loss: 3.584729E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.894 | TFLOPs: 32.16 | 7: iteration 15070/ 60336 | consumed samples: 3857920 | consumed tokens: 7901020160 | elapsed time per iteration (s): 0.37 | learning rate: 1.752E-04 | global batch size: 256 | lm loss: 3.591193E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.740 | TFLOPs: 32.15 | 7: iteration 15080/ 60336 | consumed samples: 3860480 | consumed tokens: 7906263040 | elapsed time per iteration (s): 0.37 | learning rate: 1.751E-04 | global batch size: 256 | lm loss: 3.589487E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.982 | TFLOPs: 32.16 | 7: iteration 15090/ 60336 | consumed samples: 3863040 | consumed tokens: 7911505920 | elapsed time per iteration (s): 0.37 | learning rate: 1.751E-04 | global batch size: 256 | lm loss: 3.592817E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.928 | TFLOPs: 32.16 | 7: iteration 15100/ 60336 | consumed samples: 3865600 | consumed tokens: 7916748800 | elapsed time per iteration (s): 0.37 | learning rate: 1.751E-04 | global batch size: 256 | lm loss: 3.590606E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.882 | TFLOPs: 32.20 | 7: iteration 15110/ 60336 | consumed samples: 3868160 | consumed tokens: 7921991680 | elapsed time per iteration (s): 0.37 | learning rate: 1.751E-04 | global batch size: 256 | lm loss: 3.588835E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.521 | TFLOPs: 32.18 | 7: iteration 15120/ 60336 | consumed samples: 3870720 | consumed tokens: 7927234560 | elapsed time per iteration (s): 0.37 | learning rate: 1.750E-04 | global batch size: 256 | lm loss: 3.586559E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.781 | TFLOPs: 32.20 | 7: iteration 15130/ 60336 | consumed samples: 3873280 | consumed tokens: 7932477440 | elapsed time per iteration (s): 0.37 | learning rate: 1.750E-04 | global batch size: 256 | lm loss: 3.589226E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.296 | TFLOPs: 32.17 | 7: iteration 15140/ 60336 | consumed samples: 3875840 | consumed tokens: 7937720320 | elapsed time per iteration (s): 0.37 | learning rate: 1.750E-04 | global batch size: 256 | lm loss: 3.588816E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.248 | TFLOPs: 32.17 | 7: iteration 15150/ 60336 | consumed samples: 3878400 | consumed tokens: 7942963200 | elapsed time per iteration (s): 0.37 | learning rate: 1.749E-04 | global batch size: 256 | lm loss: 3.590792E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.963 | TFLOPs: 32.16 | 7: iteration 15160/ 60336 | consumed samples: 3880960 | consumed tokens: 7948206080 | elapsed time per iteration (s): 0.37 | learning rate: 1.749E-04 | global batch size: 256 | lm loss: 3.597416E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.691 | TFLOPs: 32.19 | 7: iteration 15170/ 60336 | consumed samples: 3883520 | consumed tokens: 7953448960 | elapsed time per iteration (s): 0.37 | learning rate: 1.749E-04 | global batch size: 256 | lm loss: 3.586314E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.521 | TFLOPs: 32.18 | 7: iteration 15180/ 60336 | consumed samples: 3886080 | consumed tokens: 7958691840 | elapsed time per iteration (s): 0.37 | learning rate: 1.748E-04 | global batch size: 256 | lm loss: 3.583789E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.940 | TFLOPs: 32.20 | 7: iteration 15190/ 60336 | consumed samples: 3888640 | consumed tokens: 7963934720 | elapsed time per iteration (s): 0.37 | learning rate: 1.748E-04 | global batch size: 256 | lm loss: 3.584832E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.017 | TFLOPs: 32.21 | 7: iteration 15200/ 60336 | consumed samples: 3891200 | consumed tokens: 7969177600 | elapsed time per iteration (s): 0.37 | learning rate: 1.748E-04 | global batch size: 256 | lm loss: 3.585650E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.018 | TFLOPs: 32.21 | 7: iteration 15210/ 60336 | consumed samples: 3893760 | consumed tokens: 7974420480 | elapsed time per iteration (s): 0.37 | learning rate: 1.747E-04 | global batch size: 256 | lm loss: 3.580394E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.794 | TFLOPs: 32.20 | 7: iteration 15220/ 60336 | consumed samples: 3896320 | consumed tokens: 7979663360 | elapsed time per iteration (s): 0.37 | learning rate: 1.747E-04 | global batch size: 256 | lm loss: 3.591226E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.918 | TFLOPs: 32.20 | 7: iteration 15230/ 60336 | consumed samples: 3898880 | consumed tokens: 7984906240 | elapsed time per iteration (s): 0.37 | learning rate: 1.747E-04 | global batch size: 256 | lm loss: 3.589091E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.840 | TFLOPs: 32.20 | 7: iteration 15240/ 60336 | consumed samples: 3901440 | consumed tokens: 7990149120 | elapsed time per iteration (s): 0.37 | learning rate: 1.746E-04 | global batch size: 256 | lm loss: 3.590904E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.710 | TFLOPs: 32.19 | 7: iteration 15250/ 60336 | consumed samples: 3904000 | consumed tokens: 7995392000 | elapsed time per iteration (s): 0.37 | learning rate: 1.746E-04 | global batch size: 256 | lm loss: 3.585342E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.650 | TFLOPs: 32.19 | 7: iteration 15260/ 60336 | consumed samples: 3906560 | consumed tokens: 8000634880 | elapsed time per iteration (s): 0.37 | learning rate: 1.746E-04 | global batch size: 256 | lm loss: 3.578687E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.063 | TFLOPs: 32.21 | 7: iteration 15270/ 60336 | consumed samples: 3909120 | consumed tokens: 8005877760 | elapsed time per iteration (s): 0.37 | learning rate: 1.745E-04 | global batch size: 256 | lm loss: 3.587687E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.891 | TFLOPs: 32.20 | 7: iteration 15280/ 60336 | consumed samples: 3911680 | consumed tokens: 8011120640 | elapsed time per iteration (s): 0.37 | learning rate: 1.745E-04 | global batch size: 256 | lm loss: 3.590500E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.929 | TFLOPs: 32.20 | 7: iteration 15290/ 60336 | consumed samples: 3914240 | consumed tokens: 8016363520 | elapsed time per iteration (s): 0.37 | learning rate: 1.745E-04 | global batch size: 256 | lm loss: 3.598047E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.877 | TFLOPs: 32.20 | 7: iteration 15300/ 60336 | consumed samples: 3916800 | consumed tokens: 8021606400 | elapsed time per iteration (s): 0.37 | learning rate: 1.744E-04 | global batch size: 256 | lm loss: 3.587500E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.857 | TFLOPs: 32.20 | 7: iteration 15310/ 60336 | consumed samples: 3919360 | consumed tokens: 8026849280 | elapsed time per iteration (s): 0.37 | learning rate: 1.744E-04 | global batch size: 256 | lm loss: 3.585743E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.673 | TFLOPs: 32.19 | 7: iteration 15320/ 60336 | consumed samples: 3921920 | consumed tokens: 8032092160 | elapsed time per iteration (s): 0.37 | learning rate: 1.744E-04 | global batch size: 256 | lm loss: 3.586568E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.295 | TFLOPs: 31.99 | 7: iteration 15330/ 60336 | consumed samples: 3924480 | consumed tokens: 8037335040 | elapsed time per iteration (s): 0.37 | learning rate: 1.743E-04 | global batch size: 256 | lm loss: 3.592126E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.089 | TFLOPs: 32.16 | 7: iteration 15340/ 60336 | consumed samples: 3927040 | consumed tokens: 8042577920 | elapsed time per iteration (s): 0.37 | learning rate: 1.743E-04 | global batch size: 256 | lm loss: 3.576751E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.792 | TFLOPs: 32.06 | 7: iteration 15350/ 60336 | consumed samples: 3929600 | consumed tokens: 8047820800 | elapsed time per iteration (s): 0.37 | learning rate: 1.743E-04 | global batch size: 256 | lm loss: 3.584133E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.140 | TFLOPs: 32.17 | 7: iteration 15360/ 60336 | consumed samples: 3932160 | consumed tokens: 8053063680 | elapsed time per iteration (s): 0.37 | learning rate: 1.742E-04 | global batch size: 256 | lm loss: 3.583767E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.504 | TFLOPs: 32.04 | 7: iteration 15370/ 60336 | consumed samples: 3934720 | consumed tokens: 8058306560 | elapsed time per iteration (s): 0.37 | learning rate: 1.742E-04 | global batch size: 256 | lm loss: 3.584555E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.710 | TFLOPs: 32.19 | 7: iteration 15380/ 60336 | consumed samples: 3937280 | consumed tokens: 8063549440 | elapsed time per iteration (s): 0.37 | learning rate: 1.742E-04 | global batch size: 256 | lm loss: 3.587321E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.469 | TFLOPs: 32.18 | 7: iteration 15390/ 60336 | consumed samples: 3939840 | consumed tokens: 8068792320 | elapsed time per iteration (s): 0.37 | learning rate: 1.741E-04 | global batch size: 256 | lm loss: 3.584733E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.211 | TFLOPs: 32.17 | 7: iteration 15400/ 60336 | consumed samples: 3942400 | consumed tokens: 8074035200 | elapsed time per iteration (s): 0.37 | learning rate: 1.741E-04 | global batch size: 256 | lm loss: 3.586113E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.040 | TFLOPs: 32.16 | 7: iteration 15410/ 60336 | consumed samples: 3944960 | consumed tokens: 8079278080 | elapsed time per iteration (s): 0.37 | learning rate: 1.741E-04 | global batch size: 256 | lm loss: 3.584509E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.544 | TFLOPs: 32.19 | 7: iteration 15420/ 60336 | consumed samples: 3947520 | consumed tokens: 8084520960 | elapsed time per iteration (s): 0.37 | learning rate: 1.740E-04 | global batch size: 256 | lm loss: 3.582058E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.048 | TFLOPs: 32.21 | 7: iteration 15430/ 60336 | consumed samples: 3950080 | consumed tokens: 8089763840 | elapsed time per iteration (s): 0.37 | learning rate: 1.740E-04 | global batch size: 256 | lm loss: 3.580351E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.950 | TFLOPs: 32.20 | 7: iteration 15440/ 60336 | consumed samples: 3952640 | consumed tokens: 8095006720 | elapsed time per iteration (s): 0.37 | learning rate: 1.740E-04 | global batch size: 256 | lm loss: 3.579885E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.882 | TFLOPs: 32.20 | 7: iteration 15450/ 60336 | consumed samples: 3955200 | consumed tokens: 8100249600 | elapsed time per iteration (s): 0.37 | learning rate: 1.739E-04 | global batch size: 256 | lm loss: 3.584045E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.726 | TFLOPs: 32.19 | 7: iteration 15460/ 60336 | consumed samples: 3957760 | consumed tokens: 8105492480 | elapsed time per iteration (s): 0.37 | learning rate: 1.739E-04 | global batch size: 256 | lm loss: 3.582608E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.813 | TFLOPs: 32.20 | 7: iteration 15470/ 60336 | consumed samples: 3960320 | consumed tokens: 8110735360 | elapsed time per iteration (s): 0.37 | learning rate: 1.739E-04 | global batch size: 256 | lm loss: 3.579289E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.802 | TFLOPs: 32.20 | 7: iteration 15480/ 60336 | consumed samples: 3962880 | consumed tokens: 8115978240 | elapsed time per iteration (s): 0.37 | learning rate: 1.738E-04 | global batch size: 256 | lm loss: 3.577606E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.764 | TFLOPs: 32.20 | 7: iteration 15490/ 60336 | consumed samples: 3965440 | consumed tokens: 8121221120 | elapsed time per iteration (s): 0.38 | learning rate: 1.738E-04 | global batch size: 256 | lm loss: 3.584159E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.124 | TFLOPs: 31.75 | 7: iteration 15500/ 60336 | consumed samples: 3968000 | consumed tokens: 8126464000 | elapsed time per iteration (s): 0.38 | learning rate: 1.738E-04 | global batch size: 256 | lm loss: 3.587999E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.522 | TFLOPs: 31.86 | 7: iteration 15510/ 60336 | consumed samples: 3970560 | consumed tokens: 8131706880 | elapsed time per iteration (s): 0.37 | learning rate: 1.737E-04 | global batch size: 256 | lm loss: 3.579081E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.923 | TFLOPs: 32.20 | 7: iteration 15520/ 60336 | consumed samples: 3973120 | consumed tokens: 8136949760 | elapsed time per iteration (s): 0.37 | learning rate: 1.737E-04 | global batch size: 256 | lm loss: 3.587307E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.872 | TFLOPs: 32.20 | 7: iteration 15530/ 60336 | consumed samples: 3975680 | consumed tokens: 8142192640 | elapsed time per iteration (s): 0.37 | learning rate: 1.737E-04 | global batch size: 256 | lm loss: 3.581695E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.876 | TFLOPs: 32.20 | 7: iteration 15540/ 60336 | consumed samples: 3978240 | consumed tokens: 8147435520 | elapsed time per iteration (s): 0.37 | learning rate: 1.736E-04 | global batch size: 256 | lm loss: 3.590813E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.675 | TFLOPs: 32.19 | 7: iteration 15550/ 60336 | consumed samples: 3980800 | consumed tokens: 8152678400 | elapsed time per iteration (s): 0.37 | learning rate: 1.736E-04 | global batch size: 256 | lm loss: 3.582898E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.601 | TFLOPs: 32.19 | 7: iteration 15560/ 60336 | consumed samples: 3983360 | consumed tokens: 8157921280 | elapsed time per iteration (s): 0.37 | learning rate: 1.736E-04 | global batch size: 256 | lm loss: 3.583630E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.522 | TFLOPs: 32.18 | 7: iteration 15570/ 60336 | consumed samples: 3985920 | consumed tokens: 8163164160 | elapsed time per iteration (s): 0.37 | learning rate: 1.735E-04 | global batch size: 256 | lm loss: 3.587054E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.409 | TFLOPs: 32.18 | 7: iteration 15580/ 60336 | consumed samples: 3988480 | consumed tokens: 8168407040 | elapsed time per iteration (s): 0.37 | learning rate: 1.735E-04 | global batch size: 256 | lm loss: 3.575549E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.867 | TFLOPs: 32.15 | 7: iteration 15590/ 60336 | consumed samples: 3991040 | consumed tokens: 8173649920 | elapsed time per iteration (s): 0.37 | learning rate: 1.735E-04 | global batch size: 256 | lm loss: 3.581540E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.036 | TFLOPs: 32.16 | 7: iteration 15600/ 60336 | consumed samples: 3993600 | consumed tokens: 8178892800 | elapsed time per iteration (s): 0.37 | learning rate: 1.734E-04 | global batch size: 256 | lm loss: 3.580003E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.041 | TFLOPs: 32.16 | 7: iteration 15610/ 60336 | consumed samples: 3996160 | consumed tokens: 8184135680 | elapsed time per iteration (s): 0.37 | learning rate: 1.734E-04 | global batch size: 256 | lm loss: 3.580986E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.542 | TFLOPs: 32.19 | 7: iteration 15620/ 60336 | consumed samples: 3998720 | consumed tokens: 8189378560 | elapsed time per iteration (s): 0.37 | learning rate: 1.734E-04 | global batch size: 256 | lm loss: 3.582560E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.278 | TFLOPs: 32.17 | 7: iteration 15630/ 60336 | consumed samples: 4001280 | consumed tokens: 8194621440 | elapsed time per iteration (s): 0.37 | learning rate: 1.733E-04 | global batch size: 256 | lm loss: 3.576071E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.175 | TFLOPs: 32.17 | 7: iteration 15640/ 60336 | consumed samples: 4003840 | consumed tokens: 8199864320 | elapsed time per iteration (s): 0.37 | learning rate: 1.733E-04 | global batch size: 256 | lm loss: 3.582110E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.284 | TFLOPs: 32.17 | 7: iteration 15650/ 60336 | consumed samples: 4006400 | consumed tokens: 8205107200 | elapsed time per iteration (s): 0.37 | learning rate: 1.733E-04 | global batch size: 256 | lm loss: 3.581824E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.278 | TFLOPs: 32.17 | 7: iteration 15660/ 60336 | consumed samples: 4008960 | consumed tokens: 8210350080 | elapsed time per iteration (s): 0.37 | learning rate: 1.732E-04 | global batch size: 256 | lm loss: 3.574042E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.106 | TFLOPs: 32.16 | 7: iteration 15670/ 60336 | consumed samples: 4011520 | consumed tokens: 8215592960 | elapsed time per iteration (s): 0.37 | learning rate: 1.732E-04 | global batch size: 256 | lm loss: 3.577961E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.995 | TFLOPs: 32.16 | 7: iteration 15680/ 60336 | consumed samples: 4014080 | consumed tokens: 8220835840 | elapsed time per iteration (s): 0.37 | learning rate: 1.732E-04 | global batch size: 256 | lm loss: 3.581587E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.180 | TFLOPs: 32.17 | 7: iteration 15690/ 60336 | consumed samples: 4016640 | consumed tokens: 8226078720 | elapsed time per iteration (s): 0.37 | learning rate: 1.731E-04 | global batch size: 256 | lm loss: 3.583580E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.919 | TFLOPs: 32.16 | 7: iteration 15700/ 60336 | consumed samples: 4019200 | consumed tokens: 8231321600 | elapsed time per iteration (s): 0.37 | learning rate: 1.731E-04 | global batch size: 256 | lm loss: 3.578894E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.225 | TFLOPs: 32.17 | 7: iteration 15710/ 60336 | consumed samples: 4021760 | consumed tokens: 8236564480 | elapsed time per iteration (s): 0.37 | learning rate: 1.731E-04 | global batch size: 256 | lm loss: 3.579104E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.863 | TFLOPs: 32.15 | 7: iteration 15720/ 60336 | consumed samples: 4024320 | consumed tokens: 8241807360 | elapsed time per iteration (s): 0.37 | learning rate: 1.730E-04 | global batch size: 256 | lm loss: 3.573702E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.257 | TFLOPs: 32.17 | 7: iteration 15730/ 60336 | consumed samples: 4026880 | consumed tokens: 8247050240 | elapsed time per iteration (s): 0.37 | learning rate: 1.730E-04 | global batch size: 256 | lm loss: 3.578592E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.007 | TFLOPs: 32.16 | 7: iteration 15740/ 60336 | consumed samples: 4029440 | consumed tokens: 8252293120 | elapsed time per iteration (s): 0.37 | learning rate: 1.730E-04 | global batch size: 256 | lm loss: 3.581122E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.911 | TFLOPs: 32.16 | 7: iteration 15750/ 60336 | consumed samples: 4032000 | consumed tokens: 8257536000 | elapsed time per iteration (s): 0.37 | learning rate: 1.729E-04 | global batch size: 256 | lm loss: 3.583845E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.135 | TFLOPs: 32.17 | 7: iteration 15760/ 60336 | consumed samples: 4034560 | consumed tokens: 8262778880 | elapsed time per iteration (s): 0.37 | learning rate: 1.729E-04 | global batch size: 256 | lm loss: 3.579859E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.340 | TFLOPs: 32.18 | 7: iteration 15770/ 60336 | consumed samples: 4037120 | consumed tokens: 8268021760 | elapsed time per iteration (s): 0.37 | learning rate: 1.729E-04 | global batch size: 256 | lm loss: 3.576152E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.402 | TFLOPs: 32.18 | 7: iteration 15780/ 60336 | consumed samples: 4039680 | consumed tokens: 8273264640 | elapsed time per iteration (s): 0.37 | learning rate: 1.728E-04 | global batch size: 256 | lm loss: 3.572778E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.394 | TFLOPs: 32.18 | 7: iteration 15790/ 60336 | consumed samples: 4042240 | consumed tokens: 8278507520 | elapsed time per iteration (s): 0.37 | learning rate: 1.728E-04 | global batch size: 256 | lm loss: 3.580743E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.022 | TFLOPs: 32.16 | 7: iteration 15800/ 60336 | consumed samples: 4044800 | consumed tokens: 8283750400 | elapsed time per iteration (s): 0.37 | learning rate: 1.728E-04 | global batch size: 256 | lm loss: 3.573816E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.278 | TFLOPs: 32.17 | 7: iteration 15810/ 60336 | consumed samples: 4047360 | consumed tokens: 8288993280 | elapsed time per iteration (s): 0.38 | learning rate: 1.727E-04 | global batch size: 256 | lm loss: 3.580042E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.598 | TFLOPs: 31.86 | 7: iteration 15820/ 60336 | consumed samples: 4049920 | consumed tokens: 8294236160 | elapsed time per iteration (s): 0.37 | learning rate: 1.727E-04 | global batch size: 256 | lm loss: 3.572658E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.388 | TFLOPs: 32.18 | 7: iteration 15830/ 60336 | consumed samples: 4052480 | consumed tokens: 8299479040 | elapsed time per iteration (s): 0.38 | learning rate: 1.726E-04 | global batch size: 256 | lm loss: 3.574521E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.036 | TFLOPs: 31.74 | 7: iteration 15840/ 60336 | consumed samples: 4055040 | consumed tokens: 8304721920 | elapsed time per iteration (s): 0.37 | learning rate: 1.726E-04 | global batch size: 256 | lm loss: 3.570621E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.928 | TFLOPs: 32.16 | 7: iteration 15850/ 60336 | consumed samples: 4057600 | consumed tokens: 8309964800 | elapsed time per iteration (s): 0.37 | learning rate: 1.726E-04 | global batch size: 256 | lm loss: 3.574500E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.962 | TFLOPs: 32.16 | 7: iteration 15860/ 60336 | consumed samples: 4060160 | consumed tokens: 8315207680 | elapsed time per iteration (s): 0.37 | learning rate: 1.725E-04 | global batch size: 256 | lm loss: 3.572051E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.800 | TFLOPs: 32.15 | 7: iteration 15870/ 60336 | consumed samples: 4062720 | consumed tokens: 8320450560 | elapsed time per iteration (s): 0.37 | learning rate: 1.725E-04 | global batch size: 256 | lm loss: 3.579830E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.998 | TFLOPs: 32.16 | 7: iteration 15880/ 60336 | consumed samples: 4065280 | consumed tokens: 8325693440 | elapsed time per iteration (s): 0.37 | learning rate: 1.725E-04 | global batch size: 256 | lm loss: 3.581039E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.943 | TFLOPs: 32.16 | 7: iteration 15890/ 60336 | consumed samples: 4067840 | consumed tokens: 8330936320 | elapsed time per iteration (s): 0.37 | learning rate: 1.724E-04 | global batch size: 256 | lm loss: 3.579942E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.510 | TFLOPs: 32.04 | 7: iteration 15900/ 60336 | consumed samples: 4070400 | consumed tokens: 8336179200 | elapsed time per iteration (s): 0.37 | learning rate: 1.724E-04 | global batch size: 256 | lm loss: 3.583929E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.089 | TFLOPs: 32.16 | 7: iteration 15910/ 60336 | consumed samples: 4072960 | consumed tokens: 8341422080 | elapsed time per iteration (s): 0.37 | learning rate: 1.724E-04 | global batch size: 256 | lm loss: 3.576159E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.665 | TFLOPs: 32.19 | 7: iteration 15920/ 60336 | consumed samples: 4075520 | consumed tokens: 8346664960 | elapsed time per iteration (s): 0.37 | learning rate: 1.723E-04 | global batch size: 256 | lm loss: 3.576089E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.642 | TFLOPs: 32.19 | 7: iteration 15930/ 60336 | consumed samples: 4078080 | consumed tokens: 8351907840 | elapsed time per iteration (s): 0.37 | learning rate: 1.723E-04 | global batch size: 256 | lm loss: 3.576929E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.736 | TFLOPs: 32.19 | 7: iteration 15940/ 60336 | consumed samples: 4080640 | consumed tokens: 8357150720 | elapsed time per iteration (s): 0.37 | learning rate: 1.723E-04 | global batch size: 256 | lm loss: 3.570650E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.724 | TFLOPs: 32.19 | 7: iteration 15950/ 60336 | consumed samples: 4083200 | consumed tokens: 8362393600 | elapsed time per iteration (s): 0.37 | learning rate: 1.722E-04 | global batch size: 256 | lm loss: 3.576134E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.966 | TFLOPs: 32.21 | 7: iteration 15960/ 60336 | consumed samples: 4085760 | consumed tokens: 8367636480 | elapsed time per iteration (s): 0.37 | learning rate: 1.722E-04 | global batch size: 256 | lm loss: 3.569621E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.943 | TFLOPs: 32.20 | 7: iteration 15970/ 60336 | consumed samples: 4088320 | consumed tokens: 8372879360 | elapsed time per iteration (s): 0.37 | learning rate: 1.722E-04 | global batch size: 256 | lm loss: 3.576174E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.885 | TFLOPs: 32.20 | 7: iteration 15980/ 60336 | consumed samples: 4090880 | consumed tokens: 8378122240 | elapsed time per iteration (s): 0.37 | learning rate: 1.721E-04 | global batch size: 256 | lm loss: 3.578152E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.057 | TFLOPs: 32.21 | 7: iteration 15990/ 60336 | consumed samples: 4093440 | consumed tokens: 8383365120 | elapsed time per iteration (s): 0.37 | learning rate: 1.721E-04 | global batch size: 256 | lm loss: 3.572983E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.169 | TFLOPs: 32.21 | 0: [2023-03-17 01:35:19,363] [INFO] [logging.py:68:log_dist] [Rank 0] step=16000, skipped=0, lr=[0.00017206961813389868, 0.00017206961813389868, 0.00017206961813389868], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 16000/ 60336 | consumed samples: 4096000 | consumed tokens: 8388608000 | elapsed time per iteration (s): 0.37 | learning rate: 1.721E-04 | global batch size: 256 | lm loss: 3.581522E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.955 | TFLOPs: 32.20 | 0: steps: 16000 loss: 3.5819 iter time (s): 0.369 samples/sec: 692.846 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 16000 | lm loss value: 3.936589E+00 | lm loss PPL: 5.124351E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 16000 to checkpoints_146m32b100mdedup 0: [2023-03-17 01:35:19,487] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step16000 is begin to save! 0: [2023-03-17 01:35:19,491] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step16000/layer_01-model_00-model_states.pt... 0: [2023-03-17 01:35:19,576] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/layer_01-model_00-model_states.pt. 0: [2023-03-17 01:35:19,576] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step16000/layer_03-model_00-model_states.pt... 0: [2023-03-17 01:35:19,592] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt. 4: [2023-03-17 01:35:19,785] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 3: [2023-03-17 01:35:19,956] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-17 01:35:19,956] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 3: [2023-03-17 01:35:19,956] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 3: [2023-03-17 01:35:19,956] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 3: [2023-03-17 01:35:19,956] [INFO] 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 7: [2023-03-17 01:35:19,787] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt 1: [2023-03-17 01:35:19,787] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 7: [2023-03-17 01:35:19,787] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 6: [2023-03-17 01:35:19,846] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 6: [2023-03-17 01:35:19,846] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-17 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saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-17 01:35:19,848] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 2: [2023-03-17 01:35:19,789] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:35:19,789] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-17 01:35:19,789] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 2: [2023-03-17 01:35:19,789] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt. 1: [2023-03-17 01:35:19,789] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-17 01:35:19,789] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-17 01:35:19,789] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt 0: [2023-03-17 01:35:19,869] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt 2: [2023-03-17 01:35:19,789] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 1: [2023-03-17 01:35:19,789] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 1: [2023-03-17 01:35:19,789] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 0: [2023-03-17 01:35:19,869] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 1: [2023-03-17 01:35:19,789] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 1: [2023-03-17 01:35:19,789] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 2: [2023-03-17 01:35:19,789] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt. 1: [2023-03-17 01:35:19,789] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-17 01:35:19,789] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 2: [2023-03-17 01:35:19,789] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 1: [2023-03-17 01:35:19,789] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:35:19,789] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 1: [2023-03-17 01:35:19,789] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 1: [2023-03-17 01:35:19,789] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 4: [2023-03-17 01:35:19,789] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 4: [2023-03-17 01:35:19,790] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 0: [2023-03-17 01:35:19,869] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt. 4: [2023-03-17 01:35:19,790] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 0: [2023-03-17 01:35:19,869] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt. 0: [2023-03-17 01:35:19,869] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 0: [2023-03-17 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checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt 0: [2023-03-17 01:35:19,870] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt 2: [2023-03-17 01:35:19,790] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 0: [2023-03-17 01:35:19,870] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 0: [2023-03-17 01:35:19,870] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 2: [2023-03-17 01:35:19,791] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:35:19,791] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-17 01:35:19,791] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 0: [2023-03-17 01:35:19,871] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt. 4: [2023-03-17 01:35:19,791] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 5: [2023-03-17 01:35:19,787] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt. 5: [2023-03-17 01:35:19,787] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt. 5: [2023-03-17 01:35:19,787] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 0: [2023-03-17 01:35:19,871] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 5: [2023-03-17 01:35:19,787] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 4: [2023-03-17 01:35:19,791] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt 5: [2023-03-17 01:35:19,787] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 5: [2023-03-17 01:35:19,787] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 5: 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-17 01:35:19,791] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 5: [2023-03-17 01:35:19,791] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 5: [2023-03-17 01:35:19,792] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 5: [2023-03-17 01:35:19,792] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-17 01:35:19,792] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 5: [2023-03-17 01:35:19,792] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 5: [2023-03-17 01:35:19,792] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 0: [2023-03-17 01:35:19,871] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt. 0: [2023-03-17 01:35:19,871] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt 6: [2023-03-17 01:35:19,851] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 0: [2023-03-17 01:35:19,871] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint 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checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt. 1: [2023-03-17 01:35:19,792] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-17 01:35:19,792] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 7: [2023-03-17 01:35:19,792] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt. 7: [2023-03-17 01:35:19,792] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 6: [2023-03-17 01:35:19,852] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 7: [2023-03-17 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[INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:35:19,795] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-17 01:35:19,795] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 7: [2023-03-17 01:35:19,795] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt. 7: [2023-03-17 01:35:19,795] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt 7: [2023-03-17 01:35:19,795] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 7: [2023-03-17 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[2023-03-17 01:35:19,970] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 3: [2023-03-17 01:35:19,970] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-17 01:35:19,970] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt. 3: [2023-03-17 01:35:19,970] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 3: [2023-03-17 01:35:19,970] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt 3: [2023-03-17 01:35:19,970] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 3: [2023-03-17 01:35:19,972] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 3: [2023-03-17 01:35:19,972] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-17 01:35:19,972] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt. 3: [2023-03-17 01:35:19,972] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt. 0: [2023-03-17 01:35:19,880] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt. 0: [2023-03-17 01:35:19,881] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 3: [2023-03-17 01:35:19,972] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-17 01:35:19,972] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-17 01:35:19,972] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-17 01:35:19,972] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt 0: [2023-03-17 01:35:19,881] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 3: [2023-03-17 01:35:19,972] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 3: [2023-03-17 01:35:19,972] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 3: [2023-03-17 01:35:19,972] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 3: [2023-03-17 01:35:19,972] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 1: [2023-03-17 01:35:19,802] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt. 1: [2023-03-17 01:35:19,802] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-17 01:35:19,802] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 0: [2023-03-17 01:35:19,897] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step16000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 01:35:19,897] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now! 0: successfully saved checkpoint at iteration 16000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 413.79 7: iteration 16010/ 60336 | consumed samples: 4098560 | consumed tokens: 8393850880 | elapsed time per iteration (s): 0.42 | learning rate: 1.720E-04 | global batch size: 256 | lm loss: 3.570248E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 604.019 | TFLOPs: 28.19 | 7: iteration 16020/ 60336 | consumed samples: 4101120 | consumed tokens: 8399093760 | elapsed time per iteration (s): 0.37 | learning rate: 1.720E-04 | global batch size: 256 | lm loss: 3.573649E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.863 | TFLOPs: 32.20 | 7: iteration 16030/ 60336 | consumed samples: 4103680 | consumed tokens: 8404336640 | elapsed time per iteration (s): 0.37 | learning rate: 1.720E-04 | global batch size: 256 | lm loss: 3.575914E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.813 | TFLOPs: 32.20 | 7: iteration 16040/ 60336 | consumed samples: 4106240 | consumed tokens: 8409579520 | elapsed time per iteration (s): 0.37 | learning rate: 1.719E-04 | global batch size: 256 | lm loss: 3.575935E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.855 | TFLOPs: 32.20 | 7: iteration 16050/ 60336 | consumed samples: 4108800 | consumed tokens: 8414822400 | elapsed time per iteration (s): 0.37 | learning rate: 1.719E-04 | global batch size: 256 | lm loss: 3.572412E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.946 | TFLOPs: 32.20 | 7: iteration 16060/ 60336 | consumed samples: 4111360 | consumed tokens: 8420065280 | elapsed time per iteration (s): 0.37 | learning rate: 1.719E-04 | global batch size: 256 | lm loss: 3.575246E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.224 | TFLOPs: 32.22 | 7: iteration 16070/ 60336 | consumed samples: 4113920 | consumed tokens: 8425308160 | elapsed time per iteration (s): 0.37 | learning rate: 1.718E-04 | global batch size: 256 | lm loss: 3.570329E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.752 | TFLOPs: 32.20 | 7: iteration 16080/ 60336 | consumed samples: 4116480 | consumed tokens: 8430551040 | elapsed time per iteration (s): 0.37 | learning rate: 1.718E-04 | global batch size: 256 | lm loss: 3.578762E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.778 | TFLOPs: 32.20 | 7: iteration 16090/ 60336 | consumed samples: 4119040 | consumed tokens: 8435793920 | elapsed time per iteration (s): 0.37 | learning rate: 1.718E-04 | global batch size: 256 | lm loss: 3.573861E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.032 | TFLOPs: 32.21 | 7: iteration 16100/ 60336 | consumed samples: 4121600 | consumed tokens: 8441036800 | elapsed time per iteration (s): 0.37 | learning rate: 1.717E-04 | global batch size: 256 | lm loss: 3.579425E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.951 | TFLOPs: 32.20 | 7: iteration 16110/ 60336 | consumed samples: 4124160 | consumed tokens: 8446279680 | elapsed time per iteration (s): 0.37 | learning rate: 1.717E-04 | global batch size: 256 | lm loss: 3.570424E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.959 | TFLOPs: 32.20 | 7: iteration 16120/ 60336 | consumed samples: 4126720 | consumed tokens: 8451522560 | elapsed time per iteration (s): 0.37 | learning rate: 1.717E-04 | global batch size: 256 | lm loss: 3.571669E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.923 | TFLOPs: 32.20 | 7: iteration 16130/ 60336 | consumed samples: 4129280 | consumed tokens: 8456765440 | elapsed time per iteration (s): 0.37 | learning rate: 1.716E-04 | global batch size: 256 | lm loss: 3.570690E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.769 | TFLOPs: 32.20 | 7: iteration 16140/ 60336 | consumed samples: 4131840 | consumed tokens: 8462008320 | elapsed time per iteration (s): 0.37 | learning rate: 1.716E-04 | global batch size: 256 | lm loss: 3.576255E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.734 | TFLOPs: 32.19 | 7: iteration 16150/ 60336 | consumed samples: 4134400 | consumed tokens: 8467251200 | elapsed time per iteration (s): 0.37 | learning rate: 1.716E-04 | global batch size: 256 | lm loss: 3.567131E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.567 | TFLOPs: 32.19 | 7: iteration 16160/ 60336 | consumed samples: 4136960 | consumed tokens: 8472494080 | elapsed time per iteration (s): 0.37 | learning rate: 1.715E-04 | global batch size: 256 | lm loss: 3.577024E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.932 | TFLOPs: 32.20 | 7: iteration 16170/ 60336 | consumed samples: 4139520 | consumed tokens: 8477736960 | elapsed time per iteration (s): 0.37 | learning rate: 1.715E-04 | global batch size: 256 | lm loss: 3.570710E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.776 | TFLOPs: 32.20 | 7: iteration 16180/ 60336 | consumed samples: 4142080 | consumed tokens: 8482979840 | elapsed time per iteration (s): 0.37 | learning rate: 1.714E-04 | global batch size: 256 | lm loss: 3.576124E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.649 | TFLOPs: 32.19 | 7: iteration 16190/ 60336 | consumed samples: 4144640 | consumed tokens: 8488222720 | elapsed time per iteration (s): 0.37 | learning rate: 1.714E-04 | global batch size: 256 | lm loss: 3.571487E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.576 | TFLOPs: 32.19 | 7: iteration 16200/ 60336 | consumed samples: 4147200 | consumed tokens: 8493465600 | elapsed time per iteration (s): 0.37 | learning rate: 1.714E-04 | global batch size: 256 | lm loss: 3.571128E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.202 | TFLOPs: 32.17 | 7: iteration 16210/ 60336 | consumed samples: 4149760 | consumed tokens: 8498708480 | elapsed time per iteration (s): 0.37 | learning rate: 1.713E-04 | global batch size: 256 | lm loss: 3.571883E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.499 | TFLOPs: 32.00 | 7: iteration 16220/ 60336 | consumed samples: 4152320 | consumed tokens: 8503951360 | elapsed time per iteration (s): 0.37 | learning rate: 1.713E-04 | global batch size: 256 | lm loss: 3.572266E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.584 | TFLOPs: 32.19 | 7: iteration 16230/ 60336 | consumed samples: 4154880 | consumed tokens: 8509194240 | elapsed time per iteration (s): 0.37 | learning rate: 1.713E-04 | global batch size: 256 | lm loss: 3.574494E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.602 | TFLOPs: 32.19 | 7: iteration 16240/ 60336 | consumed samples: 4157440 | consumed tokens: 8514437120 | elapsed time per iteration (s): 0.37 | learning rate: 1.712E-04 | global batch size: 256 | lm loss: 3.565667E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.700 | TFLOPs: 32.19 | 7: iteration 16250/ 60336 | consumed samples: 4160000 | consumed tokens: 8519680000 | elapsed time per iteration (s): 0.37 | learning rate: 1.712E-04 | global batch size: 256 | lm loss: 3.567583E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.567 | TFLOPs: 32.19 | 7: iteration 16260/ 60336 | consumed samples: 4162560 | consumed tokens: 8524922880 | elapsed time per iteration (s): 0.37 | learning rate: 1.712E-04 | global batch size: 256 | lm loss: 3.568320E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.596 | TFLOPs: 32.19 | 7: iteration 16270/ 60336 | consumed samples: 4165120 | consumed tokens: 8530165760 | elapsed time per iteration (s): 0.37 | learning rate: 1.711E-04 | global batch size: 256 | lm loss: 3.567434E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.030 | TFLOPs: 32.16 | 7: iteration 16280/ 60336 | consumed samples: 4167680 | consumed tokens: 8535408640 | elapsed time per iteration (s): 0.37 | learning rate: 1.711E-04 | global batch size: 256 | lm loss: 3.566088E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.442 | TFLOPs: 32.18 | 7: iteration 16290/ 60336 | consumed samples: 4170240 | consumed tokens: 8540651520 | elapsed time per iteration (s): 0.37 | learning rate: 1.711E-04 | global batch size: 256 | lm loss: 3.572333E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.437 | TFLOPs: 32.18 | 7: iteration 16300/ 60336 | consumed samples: 4172800 | consumed tokens: 8545894400 | elapsed time per iteration (s): 0.37 | learning rate: 1.710E-04 | global batch size: 256 | lm loss: 3.567352E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.473 | TFLOPs: 32.18 | 7: iteration 16310/ 60336 | consumed samples: 4175360 | consumed tokens: 8551137280 | elapsed time per iteration (s): 0.37 | learning rate: 1.710E-04 | global batch size: 256 | lm loss: 3.571360E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.394 | TFLOPs: 32.18 | 7: iteration 16320/ 60336 | consumed samples: 4177920 | consumed tokens: 8556380160 | elapsed time per iteration (s): 0.37 | learning rate: 1.710E-04 | global batch size: 256 | lm loss: 3.572488E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.796 | TFLOPs: 32.20 | 7: iteration 16330/ 60336 | consumed samples: 4180480 | consumed tokens: 8561623040 | elapsed time per iteration (s): 0.37 | learning rate: 1.709E-04 | global batch size: 256 | lm loss: 3.561726E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.689 | TFLOPs: 32.19 | 7: iteration 16340/ 60336 | consumed samples: 4183040 | consumed tokens: 8566865920 | elapsed time per iteration (s): 0.37 | learning rate: 1.709E-04 | global batch size: 256 | lm loss: 3.571458E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.562 | TFLOPs: 32.19 | 7: iteration 16350/ 60336 | consumed samples: 4185600 | consumed tokens: 8572108800 | elapsed time per iteration (s): 0.37 | learning rate: 1.709E-04 | global batch size: 256 | lm loss: 3.580515E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.714 | TFLOPs: 32.19 | 7: iteration 16360/ 60336 | consumed samples: 4188160 | consumed tokens: 8577351680 | elapsed time per iteration (s): 0.37 | learning rate: 1.708E-04 | global batch size: 256 | lm loss: 3.569508E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.069 | TFLOPs: 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| samples per second: 689.238 | TFLOPs: 32.17 | 7: iteration 16400/ 60336 | consumed samples: 4198400 | consumed tokens: 8598323200 | elapsed time per iteration (s): 0.37 | learning rate: 1.707E-04 | global batch size: 256 | lm loss: 3.571975E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.712 | TFLOPs: 32.19 | 7: iteration 16410/ 60336 | consumed samples: 4200960 | consumed tokens: 8603566080 | elapsed time per iteration (s): 0.37 | learning rate: 1.706E-04 | global batch size: 256 | lm loss: 3.564378E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.632 | TFLOPs: 32.19 | 7: iteration 16420/ 60336 | consumed samples: 4203520 | consumed tokens: 8608808960 | elapsed time per iteration (s): 0.37 | learning rate: 1.706E-04 | global batch size: 256 | lm loss: 3.576173E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped 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256 | lm loss: 3.564538E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.825 | TFLOPs: 32.20 | 7: iteration 16490/ 60336 | consumed samples: 4221440 | consumed tokens: 8645509120 | elapsed time per iteration (s): 0.37 | learning rate: 1.704E-04 | global batch size: 256 | lm loss: 3.569934E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.497 | TFLOPs: 32.18 | 7: iteration 16500/ 60336 | consumed samples: 4224000 | consumed tokens: 8650752000 | elapsed time per iteration (s): 0.37 | learning rate: 1.703E-04 | global batch size: 256 | lm loss: 3.569809E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.812 | TFLOPs: 32.20 | 7: iteration 16510/ 60336 | consumed samples: 4226560 | consumed tokens: 8655994880 | elapsed time per iteration (s): 0.37 | learning rate: 1.703E-04 | global batch size: 256 | lm loss: 3.565129E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.828 | TFLOPs: 32.20 | 7: iteration 16520/ 60336 | consumed samples: 4229120 | consumed tokens: 8661237760 | elapsed time per iteration (s): 0.37 | learning rate: 1.703E-04 | global batch size: 256 | lm loss: 3.568501E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.577 | TFLOPs: 32.19 | 7: iteration 16530/ 60336 | consumed samples: 4231680 | consumed tokens: 8666480640 | elapsed time per iteration (s): 0.37 | learning rate: 1.702E-04 | global batch size: 256 | lm loss: 3.572029E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.472 | TFLOPs: 32.18 | 7: iteration 16540/ 60336 | consumed samples: 4234240 | consumed tokens: 8671723520 | elapsed time per iteration (s): 0.37 | learning rate: 1.702E-04 | global batch size: 256 | lm loss: 3.564680E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.182 | TFLOPs: 32.17 | 7: iteration 16550/ 60336 | consumed samples: 4236800 | consumed tokens: 8676966400 | elapsed time per iteration (s): 0.37 | learning rate: 1.702E-04 | global batch size: 256 | lm loss: 3.567960E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.317 | TFLOPs: 32.17 | 7: iteration 16560/ 60336 | consumed samples: 4239360 | consumed tokens: 8682209280 | elapsed time per iteration (s): 0.37 | learning rate: 1.701E-04 | global batch size: 256 | lm loss: 3.567337E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.151 | TFLOPs: 32.17 | 7: iteration 16570/ 60336 | consumed 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| samples per second: 689.680 | TFLOPs: 32.19 | 7: iteration 16630/ 60336 | consumed samples: 4257280 | consumed tokens: 8718909440 | elapsed time per iteration (s): 0.37 | learning rate: 1.699E-04 | global batch size: 256 | lm loss: 3.563420E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.351 | TFLOPs: 32.18 | 7: iteration 16640/ 60336 | consumed samples: 4259840 | consumed tokens: 8724152320 | elapsed time per iteration (s): 0.37 | learning rate: 1.698E-04 | global batch size: 256 | lm loss: 3.573764E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.589 | TFLOPs: 32.19 | 7: iteration 16650/ 60336 | consumed samples: 4262400 | consumed tokens: 8729395200 | elapsed time per iteration (s): 0.37 | learning rate: 1.698E-04 | global batch size: 256 | lm loss: 3.564530E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped 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256 | lm loss: 3.569978E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.537 | TFLOPs: 32.23 | 7: iteration 16720/ 60336 | consumed samples: 4280320 | consumed tokens: 8766095360 | elapsed time per iteration (s): 0.37 | learning rate: 1.696E-04 | global batch size: 256 | lm loss: 3.564672E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.598 | TFLOPs: 32.19 | 7: iteration 16730/ 60336 | consumed samples: 4282880 | consumed tokens: 8771338240 | elapsed time per iteration (s): 0.37 | learning rate: 1.695E-04 | global batch size: 256 | lm loss: 3.568744E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.973 | TFLOPs: 32.16 | 7: iteration 16740/ 60336 | consumed samples: 4285440 | consumed tokens: 8776581120 | elapsed time per iteration (s): 0.37 | learning rate: 1.695E-04 | global batch size: 256 | lm loss: 3.561231E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.021 | TFLOPs: 32.16 | 7: iteration 16750/ 60336 | consumed samples: 4288000 | consumed tokens: 8781824000 | elapsed time per iteration (s): 0.37 | learning rate: 1.695E-04 | global batch size: 256 | lm loss: 3.563271E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.706 | TFLOPs: 32.19 | 7: iteration 16760/ 60336 | consumed samples: 4290560 | consumed tokens: 8787066880 | elapsed time per iteration (s): 0.37 | learning rate: 1.694E-04 | global batch size: 256 | lm loss: 3.560902E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.349 | TFLOPs: 32.18 | 7: iteration 16770/ 60336 | consumed samples: 4293120 | consumed tokens: 8792309760 | elapsed time per iteration (s): 0.37 | learning rate: 1.694E-04 | global batch size: 256 | lm loss: 3.563825E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.386 | TFLOPs: 32.18 | 7: iteration 16780/ 60336 | consumed samples: 4295680 | consumed tokens: 8797552640 | elapsed time per iteration (s): 0.37 | learning rate: 1.693E-04 | global batch size: 256 | lm loss: 3.568544E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.894 | TFLOPs: 32.16 | 7: iteration 16790/ 60336 | consumed samples: 4298240 | consumed tokens: 8802795520 | elapsed time per iteration (s): 0.37 | learning rate: 1.693E-04 | global batch size: 256 | lm loss: 3.561345E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.204 | TFLOPs: 32.17 | 7: iteration 16800/ 60336 | consumed 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| samples per second: 689.657 | TFLOPs: 32.19 | 7: iteration 16860/ 60336 | consumed samples: 4316160 | consumed tokens: 8839495680 | elapsed time per iteration (s): 0.37 | learning rate: 1.691E-04 | global batch size: 256 | lm loss: 3.558909E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.417 | TFLOPs: 32.18 | 7: iteration 16870/ 60336 | consumed samples: 4318720 | consumed tokens: 8844738560 | elapsed time per iteration (s): 0.37 | learning rate: 1.690E-04 | global batch size: 256 | lm loss: 3.562191E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.606 | TFLOPs: 32.19 | 7: iteration 16880/ 60336 | consumed samples: 4321280 | consumed tokens: 8849981440 | elapsed time per iteration (s): 0.37 | learning rate: 1.690E-04 | global batch size: 256 | lm loss: 3.556365E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped 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0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.700 | TFLOPs: 32.19 | 7: iteration 16920/ 60336 | consumed samples: 4331520 | consumed tokens: 8870952960 | elapsed time per iteration (s): 0.37 | learning rate: 1.688E-04 | global batch size: 256 | lm loss: 3.562943E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.517 | TFLOPs: 32.18 | 7: iteration 16930/ 60336 | consumed samples: 4334080 | consumed tokens: 8876195840 | elapsed time per iteration (s): 0.37 | learning rate: 1.688E-04 | global batch size: 256 | lm loss: 3.564668E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.857 | TFLOPs: 32.20 | 7: iteration 16940/ 60336 | consumed samples: 4336640 | consumed tokens: 8881438720 | elapsed time per iteration (s): 0.37 | learning rate: 1.688E-04 | global batch size: 256 | lm loss: 3.559558E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.693 | TFLOPs: 32.19 | 7: iteration 16950/ 60336 | consumed samples: 4339200 | consumed tokens: 8886681600 | elapsed time per iteration (s): 0.37 | learning rate: 1.687E-04 | global batch size: 256 | lm loss: 3.565421E+00 | grad norm: 0.411 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.620 | TFLOPs: 32.19 | 7: iteration 16960/ 60336 | consumed samples: 4341760 | consumed tokens: 8891924480 | elapsed time per iteration (s): 0.37 | learning rate: 1.687E-04 | global batch size: 256 | lm loss: 3.560869E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.565 | TFLOPs: 32.19 | 7: iteration 16970/ 60336 | consumed samples: 4344320 | consumed tokens: 8897167360 | elapsed time per iteration (s): 0.37 | learning rate: 1.687E-04 | global batch size: 256 | lm loss: 3.566830E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.850 | TFLOPs: 32.20 | 7: iteration 16980/ 60336 | consumed samples: 4346880 | consumed tokens: 8902410240 | elapsed time per iteration (s): 0.37 | learning rate: 1.686E-04 | global batch size: 256 | lm loss: 3.561612E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.499 | TFLOPs: 32.18 | 7: iteration 16990/ 60336 | consumed samples: 4349440 | consumed tokens: 8907653120 | elapsed time per iteration (s): 0.37 | learning rate: 1.686E-04 | global batch size: 256 | lm loss: 3.562068E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.122 | TFLOPs: 32.17 | 7: iteration 17000/ 60336 | consumed samples: 4352000 | consumed tokens: 8912896000 | elapsed time per iteration (s): 0.37 | learning rate: 1.686E-04 | global batch size: 256 | lm loss: 3.562853E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.452 | TFLOPs: 32.13 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 17000 | lm loss value: 3.872178E+00 | lm loss PPL: 4.804691E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 17000 to checkpoints_146m32b100mdedup 0: [2023-03-17 01:41:31,336] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step17000 is begin to save! 0: [2023-03-17 01:41:31,339] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step17000/layer_01-model_00-model_states.pt... 0: [2023-03-17 01:41:31,424] [INFO] [torch_checkpoint_engine.py:17:save] 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checkpoints_146m32b100mdedup/global_step17000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 4: [2023-03-17 01:41:31,643] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now! 4: [2023-03-17 01:41:31,643] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now! 4: [2023-03-17 01:41:31,643] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now! 7: [2023-03-17 01:41:31,643] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step17000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-17 01:41:31,643] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now! 1: [2023-03-17 01:41:31,644] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step17000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt. 1: [2023-03-17 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0: [2023-03-17 01:41:31,725] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step17000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt 0: [2023-03-17 01:41:31,725] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now! 0: [2023-03-17 01:41:31,726] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step17000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt. 0: [2023-03-17 01:41:31,726] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step17000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 0: [2023-03-17 01:41:31,726] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now! 6: [2023-03-17 01:41:31,706] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[2023-03-17 01:41:31,643] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step17000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 5: [2023-03-17 01:41:31,643] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now! 5: [2023-03-17 01:41:31,643] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step17000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-17 01:41:31,643] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step17000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 5: [2023-03-17 01:41:31,643] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now! 5: [2023-03-17 01:41:31,643] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now! 2: [2023-03-17 01:41:31,648] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step17000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:41:31,649] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step17000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-17 01:41:31,649] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now! 0: [2023-03-17 01:41:31,736] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step17000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 01:41:31,736] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now! 0: successfully saved checkpoint at iteration 17000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 412.08 7: iteration 17010/ 60336 | consumed samples: 4354560 | consumed tokens: 8918138880 | elapsed time per iteration (s): 0.42 | learning rate: 1.685E-04 | global batch size: 256 | lm loss: 3.560123E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 606.627 | TFLOPs: 28.32 | 7: iteration 17020/ 60336 | consumed samples: 4357120 | consumed tokens: 8923381760 | elapsed time per iteration (s): 0.37 | learning rate: 1.685E-04 | global batch size: 256 | lm loss: 3.556552E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.033 | TFLOPs: 32.16 | 7: iteration 17030/ 60336 | consumed samples: 4359680 | consumed tokens: 8928624640 | elapsed time per iteration (s): 0.37 | learning rate: 1.684E-04 | global batch size: 256 | lm loss: 3.556738E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.861 | TFLOPs: 32.15 | 7: iteration 17040/ 60336 | consumed samples: 4362240 | consumed tokens: 8933867520 | elapsed time per iteration (s): 0.37 | learning rate: 1.684E-04 | global batch size: 256 | lm loss: 3.562337E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.006 | TFLOPs: 32.16 | 7: iteration 17050/ 60336 | consumed samples: 4364800 | consumed tokens: 8939110400 | elapsed time per iteration (s): 0.37 | learning rate: 1.684E-04 | global batch size: 256 | lm loss: 3.553831E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.733 | TFLOPs: 32.15 | 7: iteration 17060/ 60336 | consumed samples: 4367360 | consumed tokens: 8944353280 | elapsed time per iteration (s): 0.37 | learning rate: 1.683E-04 | global batch size: 256 | lm loss: 3.557846E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.825 | TFLOPs: 32.15 | 7: iteration 17070/ 60336 | consumed samples: 4369920 | consumed tokens: 8949596160 | elapsed time per iteration (s): 0.37 | learning rate: 1.683E-04 | global batch size: 256 | lm loss: 3.561362E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.166 | TFLOPs: 32.17 | 7: iteration 17080/ 60336 | consumed samples: 4372480 | consumed tokens: 8954839040 | elapsed time per iteration (s): 0.37 | learning rate: 1.683E-04 | global batch size: 256 | lm loss: 3.553091E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.122 | TFLOPs: 32.17 | 7: iteration 17090/ 60336 | consumed samples: 4375040 | consumed tokens: 8960081920 | elapsed time per iteration (s): 0.38 | learning rate: 1.682E-04 | global batch size: 256 | lm loss: 3.560444E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.039 | TFLOPs: 31.65 | 7: iteration 17100/ 60336 | consumed samples: 4377600 | consumed tokens: 8965324800 | elapsed time per iteration (s): 0.37 | learning rate: 1.682E-04 | global batch size: 256 | lm loss: 3.561803E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.404 | TFLOPs: 32.18 | 7: iteration 17110/ 60336 | consumed samples: 4380160 | consumed tokens: 8970567680 | elapsed time per iteration (s): 0.37 | learning rate: 1.682E-04 | global batch size: 256 | lm loss: 3.562047E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.771 | TFLOPs: 32.15 | 7: iteration 17120/ 60336 | consumed samples: 4382720 | consumed tokens: 8975810560 | elapsed time per iteration (s): 0.37 | learning rate: 1.681E-04 | global batch size: 256 | lm loss: 3.558203E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.790 | TFLOPs: 32.15 | 7: iteration 17130/ 60336 | consumed samples: 4385280 | consumed tokens: 8981053440 | elapsed time per iteration (s): 0.37 | learning rate: 1.681E-04 | global batch size: 256 | lm loss: 3.558651E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.890 | TFLOPs: 32.15 | 7: iteration 17140/ 60336 | consumed samples: 4387840 | consumed tokens: 8986296320 | elapsed time per iteration (s): 0.37 | learning rate: 1.681E-04 | global batch size: 256 | lm loss: 3.561219E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.460 | TFLOPs: 32.13 | 7: iteration 17150/ 60336 | consumed samples: 4390400 | consumed tokens: 8991539200 | elapsed time per iteration (s): 0.37 | learning rate: 1.680E-04 | global batch size: 256 | lm loss: 3.555552E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.807 | TFLOPs: 32.15 | 7: iteration 17160/ 60336 | consumed samples: 4392960 | consumed tokens: 8996782080 | elapsed time per iteration (s): 0.37 | learning rate: 1.680E-04 | global batch size: 256 | lm loss: 3.560777E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.208 | TFLOPs: 32.17 | 7: iteration 17170/ 60336 | consumed samples: 4395520 | consumed tokens: 9002024960 | elapsed time per iteration (s): 0.37 | learning rate: 1.679E-04 | global batch size: 256 | lm loss: 3.560432E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.827 | TFLOPs: 32.15 | 7: iteration 17180/ 60336 | consumed samples: 4398080 | consumed tokens: 9007267840 | elapsed time per iteration (s): 0.37 | learning rate: 1.679E-04 | global batch size: 256 | lm loss: 3.560745E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.894 | TFLOPs: 32.16 | 7: iteration 17190/ 60336 | consumed samples: 4400640 | consumed tokens: 9012510720 | elapsed time per iteration (s): 0.37 | learning rate: 1.679E-04 | global batch size: 256 | lm loss: 3.565575E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.787 | TFLOPs: 32.15 | 7: iteration 17200/ 60336 | consumed samples: 4403200 | consumed tokens: 9017753600 | elapsed time per iteration (s): 0.37 | learning rate: 1.678E-04 | global batch size: 256 | lm loss: 3.566388E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.598 | TFLOPs: 32.14 | 7: iteration 17210/ 60336 | consumed samples: 4405760 | consumed tokens: 9022996480 | elapsed time per iteration (s): 0.38 | learning rate: 1.678E-04 | global batch size: 256 | lm loss: 3.556637E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.534 | TFLOPs: 31.67 | 7: iteration 17220/ 60336 | consumed samples: 4408320 | consumed tokens: 9028239360 | elapsed time per iteration (s): 0.37 | learning rate: 1.678E-04 | global batch size: 256 | lm loss: 3.558678E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.991 | TFLOPs: 32.16 | 7: iteration 17230/ 60336 | consumed samples: 4410880 | consumed tokens: 9033482240 | elapsed time per iteration (s): 0.37 | learning rate: 1.677E-04 | global batch size: 256 | lm loss: 3.555864E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.594 | TFLOPs: 32.14 | 7: iteration 17240/ 60336 | consumed samples: 4413440 | consumed tokens: 9038725120 | elapsed time per iteration (s): 0.37 | learning rate: 1.677E-04 | global batch size: 256 | lm loss: 3.555868E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.134 | TFLOPs: 32.17 | 7: iteration 17250/ 60336 | consumed samples: 4416000 | consumed tokens: 9043968000 | elapsed time per iteration (s): 0.37 | learning rate: 1.677E-04 | global batch size: 256 | lm loss: 3.559148E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.124 | TFLOPs: 32.17 | 7: iteration 17260/ 60336 | consumed samples: 4418560 | consumed tokens: 9049210880 | elapsed time per iteration (s): 0.37 | learning rate: 1.676E-04 | global batch size: 256 | lm loss: 3.556941E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.114 | TFLOPs: 32.17 | 7: iteration 17270/ 60336 | consumed samples: 4421120 | consumed tokens: 9054453760 | elapsed time per iteration (s): 0.37 | learning rate: 1.676E-04 | global batch size: 256 | lm loss: 3.559436E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.761 | TFLOPs: 32.15 | 7: iteration 17280/ 60336 | consumed samples: 4423680 | consumed tokens: 9059696640 | elapsed time per iteration (s): 0.37 | learning rate: 1.675E-04 | global batch size: 256 | lm loss: 3.560873E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.823 | TFLOPs: 32.15 | 7: iteration 17290/ 60336 | consumed samples: 4426240 | consumed tokens: 9064939520 | elapsed time per iteration (s): 0.37 | learning rate: 1.675E-04 | global batch size: 256 | lm loss: 3.548134E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.864 | TFLOPs: 32.15 | 7: iteration 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second: 688.928 | TFLOPs: 32.16 | 7: iteration 17330/ 60336 | consumed samples: 4436480 | consumed tokens: 9085911040 | elapsed time per iteration (s): 0.37 | learning rate: 1.674E-04 | global batch size: 256 | lm loss: 3.554879E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.049 | TFLOPs: 32.16 | 7: iteration 17340/ 60336 | consumed samples: 4439040 | consumed tokens: 9091153920 | elapsed time per iteration (s): 0.37 | learning rate: 1.673E-04 | global batch size: 256 | lm loss: 3.551661E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.137 | TFLOPs: 32.17 | 7: iteration 17350/ 60336 | consumed samples: 4441600 | consumed tokens: 9096396800 | elapsed time per iteration (s): 0.37 | learning rate: 1.673E-04 | global batch size: 256 | lm loss: 3.556424E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.260 | TFLOPs: 32.17 | 7: iteration 17360/ 60336 | consumed samples: 4444160 | consumed tokens: 9101639680 | elapsed time per iteration (s): 0.37 | learning rate: 1.673E-04 | global batch size: 256 | lm loss: 3.545516E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.327 | TFLOPs: 32.18 | 7: iteration 17370/ 60336 | consumed samples: 4446720 | consumed tokens: 9106882560 | elapsed time per iteration (s): 0.37 | learning rate: 1.672E-04 | global batch size: 256 | lm loss: 3.555886E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.140 | TFLOPs: 32.17 | 7: iteration 17380/ 60336 | consumed samples: 4449280 | consumed tokens: 9112125440 | elapsed time per iteration (s): 0.37 | learning rate: 1.672E-04 | global batch size: 256 | lm loss: 3.555868E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.307 | TFLOPs: 32.17 | 7: iteration 17390/ 60336 | consumed samples: 4451840 | consumed tokens: 9117368320 | elapsed time per iteration (s): 0.37 | learning rate: 1.671E-04 | global batch size: 256 | lm loss: 3.557730E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.373 | TFLOPs: 32.18 | 7: iteration 17400/ 60336 | consumed samples: 4454400 | consumed tokens: 9122611200 | elapsed time per iteration (s): 0.37 | learning rate: 1.671E-04 | global batch size: 256 | lm loss: 3.548611E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.374 | TFLOPs: 32.18 | 7: iteration 17410/ 60336 | consumed samples: 4456960 | consumed tokens: 9127854080 | elapsed time per iteration (s): 0.37 | learning rate: 1.671E-04 | global batch size: 256 | lm loss: 3.559097E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.316 | TFLOPs: 32.17 | 7: iteration 17420/ 60336 | consumed samples: 4459520 | consumed tokens: 9133096960 | elapsed time per iteration (s): 0.37 | learning rate: 1.670E-04 | global batch size: 256 | lm loss: 3.556522E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.453 | TFLOPs: 32.18 | 7: iteration 17430/ 60336 | consumed samples: 4462080 | consumed tokens: 9138339840 | elapsed time per iteration (s): 0.37 | learning rate: 1.670E-04 | global batch size: 256 | lm loss: 3.552922E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.198 | TFLOPs: 32.17 | 7: iteration 17440/ 60336 | consumed samples: 4464640 | consumed tokens: 9143582720 | elapsed time per iteration (s): 0.37 | learning rate: 1.670E-04 | global batch size: 256 | lm loss: 3.556341E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.371 | TFLOPs: 32.18 | 7: iteration 17450/ 60336 | consumed samples: 4467200 | consumed tokens: 9148825600 | elapsed time per iteration (s): 0.37 | learning rate: 1.669E-04 | global batch size: 256 | lm loss: 3.556092E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.510 | TFLOPs: 32.18 | 7: iteration 17460/ 60336 | consumed samples: 4469760 | consumed tokens: 9154068480 | elapsed time per iteration (s): 0.37 | learning rate: 1.669E-04 | global batch size: 256 | lm loss: 3.547535E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.426 | TFLOPs: 32.18 | 7: iteration 17470/ 60336 | consumed samples: 4472320 | consumed tokens: 9159311360 | elapsed time per iteration (s): 0.37 | learning rate: 1.669E-04 | global batch size: 256 | lm loss: 3.550709E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.274 | TFLOPs: 32.17 | 7: iteration 17480/ 60336 | consumed samples: 4474880 | consumed tokens: 9164554240 | elapsed time per iteration (s): 0.37 | learning rate: 1.668E-04 | global batch size: 256 | lm loss: 3.554850E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.539 | TFLOPs: 32.19 | 7: iteration 17490/ 60336 | consumed samples: 4477440 | consumed tokens: 9169797120 | elapsed time per iteration (s): 0.37 | learning rate: 1.668E-04 | global batch size: 256 | lm loss: 3.551915E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.555 | TFLOPs: 32.19 | 7: iteration 17500/ 60336 | consumed samples: 4480000 | consumed tokens: 9175040000 | elapsed time per iteration (s): 0.37 | learning rate: 1.667E-04 | global batch size: 256 | lm loss: 3.549714E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.485 | TFLOPs: 32.18 | 7: iteration 17510/ 60336 | consumed samples: 4482560 | consumed tokens: 9180282880 | elapsed time per iteration (s): 0.37 | learning rate: 1.667E-04 | global batch size: 256 | lm loss: 3.554810E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.432 | TFLOPs: 32.18 | 7: iteration 17520/ 60336 | consumed samples: 4485120 | consumed tokens: 9185525760 | elapsed time per iteration (s): 0.37 | learning rate: 1.667E-04 | global batch size: 256 | lm loss: 3.557647E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.347 | TFLOPs: 32.18 | 7: iteration 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second: 689.879 | TFLOPs: 32.20 | 7: iteration 17560/ 60336 | consumed samples: 4495360 | consumed tokens: 9206497280 | elapsed time per iteration (s): 0.37 | learning rate: 1.665E-04 | global batch size: 256 | lm loss: 3.556186E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.091 | TFLOPs: 32.16 | 7: iteration 17570/ 60336 | consumed samples: 4497920 | consumed tokens: 9211740160 | elapsed time per iteration (s): 0.37 | learning rate: 1.665E-04 | global batch size: 256 | lm loss: 3.549879E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.462 | TFLOPs: 32.18 | 7: iteration 17580/ 60336 | consumed samples: 4500480 | consumed tokens: 9216983040 | elapsed time per iteration (s): 0.37 | learning rate: 1.664E-04 | global batch size: 256 | lm loss: 3.556495E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.252 | TFLOPs: 32.17 | 7: iteration 17590/ 60336 | consumed samples: 4503040 | consumed tokens: 9222225920 | elapsed time per iteration (s): 0.37 | learning rate: 1.664E-04 | global batch size: 256 | lm loss: 3.545467E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.459 | TFLOPs: 32.18 | 7: iteration 17600/ 60336 | consumed samples: 4505600 | consumed tokens: 9227468800 | elapsed time per iteration (s): 0.37 | learning rate: 1.664E-04 | global batch size: 256 | lm loss: 3.556364E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.588 | TFLOPs: 32.19 | 7: iteration 17610/ 60336 | consumed samples: 4508160 | consumed tokens: 9232711680 | elapsed time per iteration (s): 0.37 | learning rate: 1.663E-04 | global batch size: 256 | lm loss: 3.556835E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.724 | TFLOPs: 32.19 | 7: iteration 17620/ 60336 | consumed samples: 4510720 | consumed tokens: 9237954560 | elapsed time per iteration (s): 0.37 | learning rate: 1.663E-04 | global batch size: 256 | lm loss: 3.543320E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.594 | TFLOPs: 32.19 | 7: iteration 17630/ 60336 | consumed samples: 4513280 | consumed tokens: 9243197440 | elapsed time per iteration (s): 0.37 | learning rate: 1.663E-04 | global batch size: 256 | lm loss: 3.551301E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.590 | TFLOPs: 32.19 | 7: iteration 17640/ 60336 | consumed samples: 4515840 | consumed tokens: 9248440320 | elapsed time per iteration (s): 0.38 | learning rate: 1.662E-04 | global batch size: 256 | lm loss: 3.554015E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.527 | TFLOPs: 31.67 | 7: iteration 17650/ 60336 | consumed samples: 4518400 | consumed tokens: 9253683200 | elapsed time per iteration (s): 0.37 | learning rate: 1.662E-04 | global batch size: 256 | lm loss: 3.554973E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.066 | TFLOPs: 32.21 | 7: iteration 17660/ 60336 | consumed samples: 4520960 | consumed tokens: 9258926080 | elapsed time per iteration (s): 0.37 | learning rate: 1.662E-04 | global batch size: 256 | lm loss: 3.547045E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.113 | TFLOPs: 32.21 | 7: iteration 17670/ 60336 | consumed samples: 4523520 | consumed tokens: 9264168960 | elapsed time per iteration (s): 0.37 | learning rate: 1.661E-04 | global batch size: 256 | lm loss: 3.543230E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.614 | TFLOPs: 32.19 | 7: iteration 17680/ 60336 | consumed samples: 4526080 | consumed tokens: 9269411840 | elapsed time per iteration (s): 0.37 | learning rate: 1.661E-04 | global batch size: 256 | lm loss: 3.551158E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.325 | TFLOPs: 32.18 | 7: iteration 17690/ 60336 | consumed samples: 4528640 | consumed tokens: 9274654720 | elapsed time per iteration (s): 0.37 | learning rate: 1.660E-04 | global batch size: 256 | lm loss: 3.555294E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.645 | TFLOPs: 32.19 | 7: iteration 17700/ 60336 | consumed samples: 4531200 | consumed tokens: 9279897600 | elapsed time per iteration (s): 0.37 | learning rate: 1.660E-04 | global batch size: 256 | lm loss: 3.554750E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.677 | TFLOPs: 32.19 | 7: iteration 17710/ 60336 | consumed samples: 4533760 | consumed tokens: 9285140480 | elapsed time per iteration (s): 0.37 | learning rate: 1.660E-04 | global batch size: 256 | lm loss: 3.550521E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.519 | TFLOPs: 32.18 | 7: iteration 17720/ 60336 | consumed samples: 4536320 | consumed tokens: 9290383360 | elapsed time per iteration (s): 0.37 | learning rate: 1.659E-04 | global batch size: 256 | lm loss: 3.548852E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.683 | TFLOPs: 32.19 | 7: iteration 17730/ 60336 | consumed samples: 4538880 | 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per iteration (s): 0.37 | learning rate: 1.651E-04 | global batch size: 256 | lm loss: 3.544891E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.352 | TFLOPs: 32.22 | 7: iteration 17940/ 60336 | consumed samples: 4592640 | consumed tokens: 9405726720 | elapsed time per iteration (s): 0.37 | learning rate: 1.651E-04 | global batch size: 256 | lm loss: 3.544424E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.054 | TFLOPs: 32.21 | 7: iteration 17950/ 60336 | consumed samples: 4595200 | consumed tokens: 9410969600 | elapsed time per iteration (s): 0.37 | learning rate: 1.651E-04 | global batch size: 256 | lm loss: 3.552732E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.253 | TFLOPs: 32.22 | 7: iteration 17960/ 60336 | consumed samples: 4597760 | 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------------------------------------------------------------------------------------------------ 7: validation loss at iteration 18000 | lm loss value: 3.881416E+00 | lm loss PPL: 4.849282E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 18000 to checkpoints_146m32b100mdedup 0: [2023-03-17 01:47:43,379] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step18000 is begin to save! 0: [2023-03-17 01:47:43,382] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step18000/layer_01-model_00-model_states.pt... 0: [2023-03-17 01:47:43,467] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/layer_01-model_00-model_states.pt. 0: [2023-03-17 01:47:43,468] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step18000/layer_03-model_00-model_states.pt... 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checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt 4: [2023-03-17 01:47:43,682] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 7: [2023-03-17 01:47:43,683] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt. 7: [2023-03-17 01:47:43,683] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt 7: [2023-03-17 01:47:43,683] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 7: [2023-03-17 01:47:43,684] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt. 7: [2023-03-17 01:47:43,684] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-17 01:47:43,684] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 1: [2023-03-17 01:47:43,684] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt. 1: [2023-03-17 01:47:43,685] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-17 01:47:43,685] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 1: [2023-03-17 01:47:43,685] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 1: [2023-03-17 01:47:43,685] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-17 01:47:43,685] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 0: [2023-03-17 01:47:43,764] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt. 3: [2023-03-17 01:47:43,855] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt. 3: [2023-03-17 01:47:43,855] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-17 01:47:43,855] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 0: [2023-03-17 01:47:43,764] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] 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checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 0: [2023-03-17 01:47:43,764] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 3: [2023-03-17 01:47:43,856] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 6: [2023-03-17 01:47:43,744] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 6: [2023-03-17 01:47:43,744] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 6: [2023-03-17 01:47:43,744] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-17 01:47:43,744] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 5: [2023-03-17 01:47:43,686] 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checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 3: [2023-03-17 01:47:43,859] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 1: [2023-03-17 01:47:43,689] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt. 1: [2023-03-17 01:47:43,689] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt 1: [2023-03-17 01:47:43,689] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 0: [2023-03-17 01:47:43,768] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt. 0: [2023-03-17 01:47:43,768] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint 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[INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 7: [2023-03-17 01:47:43,690] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 4: [2023-03-17 01:47:43,690] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 4: [2023-03-17 01:47:43,690] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 7: [2023-03-17 01:47:43,690] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 6: [2023-03-17 01:47:43,749] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-17 01:47:43,749] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-17 01:47:43,749] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 3: [2023-03-17 01:47:43,861] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-17 01:47:43,861] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-17 01:47:43,861] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 6: [2023-03-17 01:47:43,750] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-17 01:47:43,750] [INFO] 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[INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-17 01:47:43,692] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 6: [2023-03-17 01:47:43,751] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt. 6: [2023-03-17 01:47:43,751] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-17 01:47:43,751] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 0: [2023-03-17 01:47:43,771] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt. 0: [2023-03-17 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[2023-03-17 01:47:43,693] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt. 4: [2023-03-17 01:47:43,693] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-17 01:47:43,693] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-17 01:47:43,693] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 4: [2023-03-17 01:47:43,693] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 4: [2023-03-17 01:47:43,694] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[2023-03-17 01:47:43,694] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt 5: [2023-03-17 01:47:43,695] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 0: [2023-03-17 01:47:43,774] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt. 4: [2023-03-17 01:47:43,694] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 0: [2023-03-17 01:47:43,774] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt 0: [2023-03-17 01:47:43,774] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 4: [2023-03-17 01:47:43,695] [INFO] 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[INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:47:43,689] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-17 01:47:43,689] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 2: [2023-03-17 01:47:43,699] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:47:43,699] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:47:43,699] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:47:43,699] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-17 01:47:43,699] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 01:47:43,699] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 01:47:43,699] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 2: [2023-03-17 01:47:43,699] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 2: [2023-03-17 01:47:43,699] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 0: [2023-03-17 01:47:43,780] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step18000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 01:47:43,780] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now! 0: successfully saved checkpoint at iteration 18000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 420.37 7: iteration 18010/ 60336 | consumed samples: 4610560 | consumed tokens: 9442426880 | elapsed time per iteration (s): 0.42 | learning rate: 1.648E-04 | global batch size: 256 | lm loss: 3.549685E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 603.468 | TFLOPs: 28.17 | 7: iteration 18020/ 60336 | consumed samples: 4613120 | consumed tokens: 9447669760 | elapsed time per iteration (s): 0.37 | learning rate: 1.648E-04 | global batch size: 256 | lm loss: 3.548747E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.977 | TFLOPs: 32.21 | 7: iteration 18030/ 60336 | consumed samples: 4615680 | consumed tokens: 9452912640 | elapsed time per iteration (s): 0.37 | learning rate: 1.648E-04 | global batch size: 256 | lm loss: 3.554193E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.433 | TFLOPs: 32.18 | 7: iteration 18040/ 60336 | consumed samples: 4618240 | consumed tokens: 9458155520 | elapsed time per iteration (s): 0.37 | learning rate: 1.647E-04 | global batch size: 256 | lm loss: 3.547738E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.446 | TFLOPs: 32.18 | 7: iteration 18050/ 60336 | consumed samples: 4620800 | consumed tokens: 9463398400 | elapsed time per iteration (s): 0.37 | learning rate: 1.647E-04 | global batch size: 256 | lm loss: 3.545979E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.593 | TFLOPs: 32.19 | 7: iteration 18060/ 60336 | consumed samples: 4623360 | consumed tokens: 9468641280 | elapsed time per iteration (s): 0.37 | learning rate: 1.647E-04 | global batch size: 256 | lm loss: 3.546032E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.541 | TFLOPs: 32.19 | 7: iteration 18070/ 60336 | consumed samples: 4625920 | consumed tokens: 9473884160 | elapsed time per iteration (s): 0.37 | learning rate: 1.646E-04 | global batch size: 256 | lm loss: 3.541493E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.387 | TFLOPs: 32.18 | 7: iteration 18080/ 60336 | consumed samples: 4628480 | consumed tokens: 9479127040 | elapsed time per iteration (s): 0.37 | learning rate: 1.646E-04 | global batch size: 256 | lm loss: 3.543752E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.946 | TFLOPs: 32.20 | 7: iteration 18090/ 60336 | consumed samples: 4631040 | consumed tokens: 9484369920 | elapsed time per iteration (s): 0.37 | learning rate: 1.645E-04 | global batch size: 256 | lm loss: 3.542530E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.692 | TFLOPs: 32.19 | 7: iteration 18100/ 60336 | consumed samples: 4633600 | consumed tokens: 9489612800 | elapsed time per iteration (s): 0.37 | learning rate: 1.645E-04 | global batch size: 256 | lm loss: 3.549084E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.452 | 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iterations: 0 | samples per second: 689.663 | TFLOPs: 32.19 | 7: iteration 18140/ 60336 | consumed samples: 4643840 | consumed tokens: 9510584320 | elapsed time per iteration (s): 0.37 | learning rate: 1.644E-04 | global batch size: 256 | lm loss: 3.542917E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.754 | TFLOPs: 32.20 | 7: iteration 18150/ 60336 | consumed samples: 4646400 | consumed tokens: 9515827200 | elapsed time per iteration (s): 0.37 | learning rate: 1.643E-04 | global batch size: 256 | lm loss: 3.545972E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.078 | TFLOPs: 32.16 | 7: iteration 18160/ 60336 | consumed samples: 4648960 | consumed tokens: 9521070080 | elapsed time per iteration (s): 0.37 | learning rate: 1.643E-04 | global batch size: 256 | lm loss: 3.543781E+00 | grad norm: 0.284 | num zeros: 0.0 | number 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grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.552 | TFLOPs: 32.19 | 7: iteration 18200/ 60336 | consumed samples: 4659200 | consumed tokens: 9542041600 | elapsed time per iteration (s): 0.37 | learning rate: 1.641E-04 | global batch size: 256 | lm loss: 3.539475E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.698 | TFLOPs: 32.19 | 7: iteration 18210/ 60336 | consumed samples: 4661760 | consumed tokens: 9547284480 | elapsed time per iteration (s): 0.37 | learning rate: 1.641E-04 | global batch size: 256 | lm loss: 3.542565E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.822 | TFLOPs: 32.20 | 7: iteration 18220/ 60336 | consumed samples: 4664320 | consumed tokens: 9552527360 | elapsed time per iteration (s): 0.37 | learning rate: 1.641E-04 | global 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0.37 | learning rate: 1.639E-04 | global batch size: 256 | lm loss: 3.543531E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.010 | TFLOPs: 32.16 | 7: iteration 18260/ 60336 | consumed samples: 4674560 | consumed tokens: 9573498880 | elapsed time per iteration (s): 0.37 | learning rate: 1.639E-04 | global batch size: 256 | lm loss: 3.543476E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.403 | TFLOPs: 32.18 | 7: iteration 18270/ 60336 | consumed samples: 4677120 | consumed tokens: 9578741760 | elapsed time per iteration (s): 0.37 | learning rate: 1.639E-04 | global batch size: 256 | lm loss: 3.545513E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.462 | TFLOPs: 32.18 | 7: iteration 18280/ 60336 | consumed samples: 4679680 | consumed tokens: 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consumed samples: 4687360 | consumed tokens: 9599713280 | elapsed time per iteration (s): 0.37 | learning rate: 1.637E-04 | global batch size: 256 | lm loss: 3.542540E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.564 | TFLOPs: 32.19 | 7: iteration 18320/ 60336 | consumed samples: 4689920 | consumed tokens: 9604956160 | elapsed time per iteration (s): 0.37 | learning rate: 1.637E-04 | global batch size: 256 | lm loss: 3.539450E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.680 | TFLOPs: 32.19 | 7: iteration 18330/ 60336 | consumed samples: 4692480 | consumed tokens: 9610199040 | elapsed time per iteration (s): 0.37 | learning rate: 1.636E-04 | global batch size: 256 | lm loss: 3.537706E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.743 | TFLOPs: 32.19 | 7: iteration 18340/ 60336 | consumed samples: 4695040 | consumed tokens: 9615441920 | elapsed time per iteration (s): 0.37 | learning rate: 1.636E-04 | global batch size: 256 | lm loss: 3.540865E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.897 | TFLOPs: 32.20 | 7: iteration 18350/ 60336 | consumed samples: 4697600 | consumed tokens: 9620684800 | elapsed time per iteration (s): 0.37 | learning rate: 1.636E-04 | global batch size: 256 | lm loss: 3.540854E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.583 | TFLOPs: 32.19 | 7: iteration 18360/ 60336 | consumed samples: 4700160 | consumed tokens: 9625927680 | elapsed time per iteration (s): 0.37 | learning rate: 1.635E-04 | global batch size: 256 | lm loss: 3.545361E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.793 | TFLOPs: 32.20 | 7: iteration 18370/ 60336 | consumed samples: 4702720 | consumed tokens: 9631170560 | elapsed time per iteration (s): 0.37 | learning rate: 1.635E-04 | global batch size: 256 | lm loss: 3.540017E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.066 | TFLOPs: 32.16 | 7: iteration 18380/ 60336 | consumed samples: 4705280 | consumed tokens: 9636413440 | elapsed time per iteration (s): 0.37 | learning rate: 1.634E-04 | global batch size: 256 | lm loss: 3.551886E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.163 | TFLOPs: 32.17 | 7: iteration 18390/ 60336 | consumed samples: 4707840 | consumed tokens: 9641656320 | elapsed time per iteration (s): 0.37 | learning rate: 1.634E-04 | global batch size: 256 | lm loss: 3.544722E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.234 | TFLOPs: 32.17 | 7: iteration 18400/ 60336 | consumed samples: 4710400 | consumed tokens: 9646899200 | elapsed time per iteration (s): 0.37 | learning rate: 1.634E-04 | global batch size: 256 | lm loss: 3.544589E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.136 | TFLOPs: 32.17 | 7: iteration 18410/ 60336 | consumed samples: 4712960 | consumed tokens: 9652142080 | elapsed time per iteration (s): 0.37 | learning rate: 1.633E-04 | global batch size: 256 | lm loss: 3.537694E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.238 | TFLOPs: 32.17 | 7: iteration 18420/ 60336 | consumed samples: 4715520 | consumed tokens: 9657384960 | elapsed time per iteration (s): 0.37 | learning rate: 1.633E-04 | global batch size: 256 | lm loss: 3.541145E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.889 | TFLOPs: 32.15 | 7: iteration 18430/ 60336 | consumed samples: 4718080 | consumed tokens: 9662627840 | elapsed time per iteration (s): 0.37 | learning rate: 1.633E-04 | global batch size: 256 | lm loss: 3.538691E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.931 | TFLOPs: 32.16 | 7: iteration 18440/ 60336 | consumed samples: 4720640 | consumed tokens: 9667870720 | elapsed time per iteration (s): 0.37 | learning rate: 1.632E-04 | global batch size: 256 | lm loss: 3.541279E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.623 | TFLOPs: 32.14 | 7: iteration 18450/ 60336 | consumed samples: 4723200 | consumed tokens: 9673113600 | elapsed time per iteration (s): 0.37 | learning rate: 1.632E-04 | global batch size: 256 | lm loss: 3.539333E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.469 | TFLOPs: 32.18 | 7: iteration 18460/ 60336 | consumed samples: 4725760 | consumed tokens: 9678356480 | elapsed time per iteration (s): 0.37 | learning rate: 1.631E-04 | global batch size: 256 | lm loss: 3.543366E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.377 | TFLOPs: 32.18 | 7: iteration 18470/ 60336 | consumed samples: 4728320 | consumed tokens: 9683599360 | elapsed time per iteration (s): 0.37 | learning rate: 1.631E-04 | global batch size: 256 | lm loss: 3.531822E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.471 | TFLOPs: 32.18 | 7: iteration 18480/ 60336 | consumed samples: 4730880 | consumed tokens: 9688842240 | elapsed time per iteration (s): 0.37 | learning rate: 1.631E-04 | global batch size: 256 | lm loss: 3.542222E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.923 | TFLOPs: 32.20 | 7: iteration 18490/ 60336 | consumed samples: 4733440 | consumed tokens: 9694085120 | elapsed time per iteration (s): 0.37 | learning rate: 1.630E-04 | global batch size: 256 | lm loss: 3.536564E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.495 | TFLOPs: 32.18 | 7: iteration 18500/ 60336 | consumed samples: 4736000 | consumed tokens: 9699328000 | elapsed time per iteration (s): 0.37 | learning rate: 1.630E-04 | global batch size: 256 | lm loss: 3.541435E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.433 | TFLOPs: 32.18 | 7: iteration 18510/ 60336 | consumed samples: 4738560 | consumed tokens: 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consumed samples: 4746240 | consumed tokens: 9720299520 | elapsed time per iteration (s): 0.37 | learning rate: 1.628E-04 | global batch size: 256 | lm loss: 3.536811E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.497 | TFLOPs: 32.18 | 7: iteration 18550/ 60336 | consumed samples: 4748800 | consumed tokens: 9725542400 | elapsed time per iteration (s): 0.37 | learning rate: 1.628E-04 | global batch size: 256 | lm loss: 3.548988E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.364 | TFLOPs: 32.18 | 7: iteration 18560/ 60336 | consumed samples: 4751360 | consumed tokens: 9730785280 | elapsed time per iteration (s): 0.37 | learning rate: 1.628E-04 | global batch size: 256 | lm loss: 3.538740E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.798 | TFLOPs: 32.20 | 7: iteration 18570/ 60336 | consumed samples: 4753920 | consumed tokens: 9736028160 | elapsed time per iteration (s): 0.37 | learning rate: 1.627E-04 | global batch size: 256 | lm loss: 3.543909E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.553 | TFLOPs: 32.19 | 7: iteration 18580/ 60336 | consumed samples: 4756480 | consumed tokens: 9741271040 | elapsed time per iteration (s): 0.37 | learning rate: 1.627E-04 | global batch size: 256 | lm loss: 3.539863E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.986 | TFLOPs: 32.16 | 7: iteration 18590/ 60336 | consumed samples: 4759040 | consumed tokens: 9746513920 | elapsed time per iteration (s): 0.37 | learning rate: 1.626E-04 | global batch size: 256 | lm loss: 3.542426E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.632 | TFLOPs: 32.19 | 7: iteration 18600/ 60336 | consumed samples: 4761600 | consumed tokens: 9751756800 | elapsed time per iteration (s): 0.37 | learning rate: 1.626E-04 | global batch size: 256 | lm loss: 3.530919E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.514 | TFLOPs: 32.18 | 7: iteration 18610/ 60336 | consumed samples: 4764160 | consumed tokens: 9756999680 | elapsed time per iteration (s): 0.37 | learning rate: 1.626E-04 | global batch size: 256 | lm loss: 3.535016E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.154 | TFLOPs: 32.17 | 7: iteration 18620/ 60336 | consumed samples: 4766720 | consumed tokens: 9762242560 | elapsed time per iteration (s): 0.37 | learning rate: 1.625E-04 | global batch size: 256 | lm loss: 3.535437E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.472 | TFLOPs: 32.18 | 7: iteration 18630/ 60336 | consumed samples: 4769280 | consumed tokens: 9767485440 | elapsed time per iteration (s): 0.37 | learning rate: 1.625E-04 | global batch size: 256 | lm loss: 3.543344E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.705 | TFLOPs: 32.19 | 7: iteration 18640/ 60336 | consumed samples: 4771840 | consumed tokens: 9772728320 | elapsed time per iteration (s): 0.37 | learning rate: 1.625E-04 | global batch size: 256 | lm loss: 3.539933E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.470 | TFLOPs: 32.18 | 7: iteration 18650/ 60336 | consumed samples: 4774400 | consumed tokens: 9777971200 | elapsed time per iteration (s): 0.37 | learning rate: 1.624E-04 | global batch size: 256 | lm loss: 3.534114E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.580 | TFLOPs: 32.19 | 7: iteration 18660/ 60336 | consumed samples: 4776960 | consumed tokens: 9783214080 | elapsed time per iteration (s): 0.37 | learning rate: 1.624E-04 | global batch size: 256 | lm loss: 3.538325E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.305 | TFLOPs: 32.17 | 7: iteration 18670/ 60336 | consumed samples: 4779520 | consumed tokens: 9788456960 | elapsed time per iteration (s): 0.37 | learning rate: 1.623E-04 | global batch size: 256 | lm loss: 3.533762E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.248 | TFLOPs: 32.17 | 7: iteration 18680/ 60336 | consumed samples: 4782080 | consumed tokens: 9793699840 | elapsed time per iteration (s): 0.37 | learning rate: 1.623E-04 | global batch size: 256 | lm loss: 3.538945E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.494 | TFLOPs: 32.18 | 7: iteration 18690/ 60336 | consumed samples: 4784640 | consumed tokens: 9798942720 | elapsed time per iteration (s): 0.37 | learning rate: 1.623E-04 | global batch size: 256 | lm loss: 3.544301E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.259 | TFLOPs: 32.17 | 7: iteration 18700/ 60336 | consumed samples: 4787200 | consumed tokens: 9804185600 | elapsed time per iteration (s): 0.37 | learning rate: 1.622E-04 | global batch size: 256 | lm loss: 3.531350E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.456 | TFLOPs: 32.18 | 7: iteration 18710/ 60336 | consumed samples: 4789760 | consumed tokens: 9809428480 | elapsed time per iteration (s): 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consumed samples: 4805120 | consumed tokens: 9840885760 | elapsed time per iteration (s): 0.37 | learning rate: 1.620E-04 | global batch size: 256 | lm loss: 3.537991E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.497 | TFLOPs: 32.18 | 7: iteration 18780/ 60336 | consumed samples: 4807680 | consumed tokens: 9846128640 | elapsed time per iteration (s): 0.37 | learning rate: 1.619E-04 | global batch size: 256 | lm loss: 3.543614E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.993 | TFLOPs: 32.16 | 7: iteration 18790/ 60336 | consumed samples: 4810240 | consumed tokens: 9851371520 | elapsed time per iteration (s): 0.37 | learning rate: 1.619E-04 | global batch size: 256 | lm loss: 3.536435E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.355 | 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iterations: 0 | samples per second: 689.103 | TFLOPs: 32.16 | 7: iteration 18830/ 60336 | consumed samples: 4820480 | consumed tokens: 9872343040 | elapsed time per iteration (s): 0.37 | learning rate: 1.617E-04 | global batch size: 256 | lm loss: 3.543316E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.860 | TFLOPs: 32.15 | 7: iteration 18840/ 60336 | consumed samples: 4823040 | consumed tokens: 9877585920 | elapsed time per iteration (s): 0.37 | learning rate: 1.617E-04 | global batch size: 256 | lm loss: 3.535311E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.050 | TFLOPs: 32.16 | 7: iteration 18850/ 60336 | consumed samples: 4825600 | consumed tokens: 9882828800 | elapsed time per iteration (s): 0.37 | learning rate: 1.616E-04 | global batch size: 256 | lm loss: 3.530682E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.850 | TFLOPs: 32.15 | 7: iteration 18860/ 60336 | consumed samples: 4828160 | consumed tokens: 9888071680 | elapsed time per iteration (s): 0.37 | learning rate: 1.616E-04 | global batch size: 256 | lm loss: 3.533699E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.050 | TFLOPs: 32.16 | 7: iteration 18870/ 60336 | consumed samples: 4830720 | consumed tokens: 9893314560 | elapsed time per iteration (s): 0.37 | learning rate: 1.616E-04 | global batch size: 256 | lm loss: 3.539022E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.004 | TFLOPs: 32.16 | 7: iteration 18880/ 60336 | consumed samples: 4833280 | consumed tokens: 9898557440 | elapsed time per iteration (s): 0.37 | learning rate: 1.615E-04 | global batch size: 256 | lm loss: 3.533061E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.082 | TFLOPs: 32.16 | 7: iteration 18890/ 60336 | consumed samples: 4835840 | consumed tokens: 9903800320 | elapsed time per iteration (s): 0.37 | learning rate: 1.615E-04 | global batch size: 256 | lm loss: 3.535345E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.247 | TFLOPs: 32.17 | 7: iteration 18900/ 60336 | consumed samples: 4838400 | consumed tokens: 9909043200 | elapsed time per iteration (s): 0.37 | learning rate: 1.614E-04 | global batch size: 256 | lm loss: 3.527224E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.022 | TFLOPs: 32.16 | 7: iteration 18910/ 60336 | consumed samples: 4840960 | consumed tokens: 9914286080 | elapsed time per iteration (s): 0.37 | learning rate: 1.614E-04 | global batch size: 256 | lm loss: 3.536609E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.935 | TFLOPs: 32.16 | 7: iteration 18920/ 60336 | consumed samples: 4843520 | consumed tokens: 9919528960 | elapsed time per iteration (s): 0.37 | learning rate: 1.614E-04 | global batch size: 256 | lm loss: 3.534396E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.010 | TFLOPs: 32.16 | 7: iteration 18930/ 60336 | consumed samples: 4846080 | consumed tokens: 9924771840 | elapsed time per iteration (s): 0.37 | learning rate: 1.613E-04 | global batch size: 256 | lm loss: 3.540181E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.032 | TFLOPs: 32.16 | 7: iteration 18940/ 60336 | consumed samples: 4848640 | consumed tokens: 9930014720 | elapsed time per iteration (s): 0.37 | learning rate: 1.613E-04 | global batch size: 256 | lm loss: 3.536639E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.116 | TFLOPs: 32.17 | 7: iteration 18950/ 60336 | consumed samples: 4851200 | consumed tokens: 9935257600 | elapsed time per iteration (s): 0.37 | learning rate: 1.613E-04 | global batch size: 256 | lm loss: 3.540741E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.022 | TFLOPs: 32.16 | 7: iteration 18960/ 60336 | consumed samples: 4853760 | consumed tokens: 9940500480 | elapsed time per iteration (s): 0.37 | learning rate: 1.612E-04 | global batch size: 256 | lm loss: 3.531508E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.577 | TFLOPs: 32.14 | 7: iteration 18970/ 60336 | consumed samples: 4856320 | consumed tokens: 9945743360 | elapsed time per iteration (s): 0.37 | learning rate: 1.612E-04 | global batch size: 256 | lm loss: 3.539159E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.627 | TFLOPs: 32.14 | 7: iteration 18980/ 60336 | consumed samples: 4858880 | consumed tokens: 9950986240 | elapsed time per iteration (s): 0.37 | learning rate: 1.611E-04 | global batch size: 256 | lm loss: 3.531948E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.321 | TFLOPs: 31.89 | 7: iteration 18990/ 60336 | consumed samples: 4861440 | consumed tokens: 9956229120 | elapsed time per iteration (s): 0.37 | learning rate: 1.611E-04 | global batch size: 256 | lm loss: 3.537458E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.589 | TFLOPs: 32.14 | 7: iteration 19000/ 60336 | consumed samples: 4864000 | consumed tokens: 9961472000 | elapsed time per iteration (s): 0.37 | learning rate: 1.611E-04 | global batch size: 256 | lm loss: 3.534012E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.107 | TFLOPs: 32.16 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 19000 | lm loss value: 3.879593E+00 | lm loss PPL: 4.840451E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 19000 to checkpoints_146m32b100mdedup 0: [2023-03-17 01:53:55,327] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step19000 is begin to save! 0: [2023-03-17 01:53:55,330] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step19000/layer_01-model_00-model_states.pt... 0: [2023-03-17 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[Torch] Saved checkpoints_146m32b100mdedup/global_step19000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt. 2: [2023-03-17 01:53:55,629] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step19000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-17 01:53:55,630] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now! 4: [2023-03-17 01:53:55,630] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step19000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-17 01:53:55,630] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step19000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-17 01:53:55,630] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now! 6: [2023-03-17 01:53:55,689] [INFO] 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[Torch] Saved checkpoints_146m32b100mdedup/global_step19000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt. 0: [2023-03-17 01:53:55,710] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step19000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt 0: [2023-03-17 01:53:55,710] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now! 4: [2023-03-17 01:53:55,632] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step19000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt. 6: [2023-03-17 01:53:55,690] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now! 4: [2023-03-17 01:53:55,632] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step19000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 4: [2023-03-17 01:53:55,632] [INFO] [engine.py:3213:_save_zero_checkpoint] 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[INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step19000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 5: [2023-03-17 01:53:55,630] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step19000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 5: [2023-03-17 01:53:55,630] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now! 5: [2023-03-17 01:53:55,631] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step19000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 5: [2023-03-17 01:53:55,631] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step19000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-17 01:53:55,631] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now! 5: [2023-03-17 01:53:55,633] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step19000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 5: [2023-03-17 01:53:55,634] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step19000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-17 01:53:55,634] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now! 0: [2023-03-17 01:53:55,730] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step19000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 01:53:55,731] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now! 0: successfully saved checkpoint at iteration 19000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 410.29 7: iteration 19010/ 60336 | consumed samples: 4866560 | consumed tokens: 9966714880 | elapsed time per iteration (s): 0.42 | learning rate: 1.610E-04 | global batch size: 256 | lm loss: 3.536509E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 606.473 | TFLOPs: 28.31 | 7: iteration 19020/ 60336 | consumed samples: 4869120 | consumed tokens: 9971957760 | elapsed time per iteration (s): 0.37 | learning rate: 1.610E-04 | global batch size: 256 | lm loss: 3.540326E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.698 | TFLOPs: 32.15 | 7: iteration 19030/ 60336 | consumed samples: 4871680 | consumed tokens: 9977200640 | elapsed time per iteration (s): 0.37 | learning rate: 1.609E-04 | global batch size: 256 | lm loss: 3.536573E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.713 | TFLOPs: 32.15 | 7: iteration 19040/ 60336 | consumed samples: 4874240 | consumed tokens: 9982443520 | elapsed time per iteration (s): 0.37 | learning rate: 1.609E-04 | global batch size: 256 | lm loss: 3.532934E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.753 | TFLOPs: 32.15 | 7: iteration 19050/ 60336 | consumed samples: 4876800 | consumed tokens: 9987686400 | elapsed time per iteration (s): 0.37 | learning rate: 1.609E-04 | global batch size: 256 | lm loss: 3.532387E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.244 | TFLOPs: 32.17 | 7: iteration 19060/ 60336 | consumed samples: 4879360 | consumed tokens: 9992929280 | elapsed time per iteration (s): 0.37 | learning rate: 1.608E-04 | global batch size: 256 | lm loss: 3.531230E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.399 | TFLOPs: 32.18 | 7: iteration 19070/ 60336 | consumed samples: 4881920 | consumed tokens: 9998172160 | elapsed time per iteration (s): 0.37 | learning rate: 1.608E-04 | global batch size: 256 | lm loss: 3.532471E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.620 | TFLOPs: 32.19 | 7: iteration 19080/ 60336 | consumed samples: 4884480 | consumed tokens: 10003415040 | elapsed time per iteration (s): 0.37 | learning rate: 1.607E-04 | global batch size: 256 | lm loss: 3.530096E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.504 | TFLOPs: 32.18 | 7: iteration 19090/ 60336 | consumed samples: 4887040 | consumed tokens: 10008657920 | elapsed time per iteration (s): 0.37 | learning rate: 1.607E-04 | global batch size: 256 | lm loss: 3.533583E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.808 | TFLOPs: 32.20 | 7: iteration 19100/ 60336 | consumed samples: 4889600 | consumed tokens: 10013900800 | elapsed time per iteration (s): 0.37 | learning rate: 1.607E-04 | global batch size: 256 | lm loss: 3.526224E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.161 | TFLOPs: 32.17 | 7: iteration 19110/ 60336 | consumed samples: 4892160 | consumed tokens: 10019143680 | elapsed time per iteration (s): 0.38 | learning rate: 1.606E-04 | global batch size: 256 | lm loss: 3.533641E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.340 | TFLOPs: 31.80 | 7: iteration 19120/ 60336 | consumed samples: 4894720 | consumed tokens: 10024386560 | elapsed time per iteration (s): 0.37 | learning rate: 1.606E-04 | global batch size: 256 | lm loss: 3.531129E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.719 | TFLOPs: 32.19 | 7: iteration 19130/ 60336 | consumed samples: 4897280 | consumed tokens: 10029629440 | elapsed time per iteration (s): 0.37 | learning rate: 1.606E-04 | global batch size: 256 | lm loss: 3.531113E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.627 | TFLOPs: 32.19 | 7: iteration 19140/ 60336 | consumed samples: 4899840 | consumed tokens: 10034872320 | elapsed time per iteration (s): 0.37 | learning rate: 1.605E-04 | global batch size: 256 | lm loss: 3.535672E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.414 | TFLOPs: 32.18 | 7: iteration 19150/ 60336 | consumed samples: 4902400 | consumed tokens: 10040115200 | elapsed time per iteration (s): 0.37 | learning rate: 1.605E-04 | global batch size: 256 | lm loss: 3.526772E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.182 | TFLOPs: 32.17 | 7: iteration 19160/ 60336 | consumed samples: 4904960 | consumed tokens: 10045358080 | elapsed time per iteration (s): 0.37 | learning rate: 1.604E-04 | global batch size: 256 | lm loss: 3.529966E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.291 | TFLOPs: 32.17 | 7: iteration 19170/ 60336 | consumed samples: 4907520 | consumed tokens: 10050600960 | elapsed time per iteration (s): 0.37 | learning rate: 1.604E-04 | global batch size: 256 | lm loss: 3.536600E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.412 | TFLOPs: 32.18 | 7: iteration 19180/ 60336 | consumed samples: 4910080 | consumed tokens: 10055843840 | elapsed time per iteration (s): 0.37 | learning rate: 1.604E-04 | global batch size: 256 | lm loss: 3.533091E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.088 | TFLOPs: 32.16 | 7: iteration 19190/ 60336 | consumed samples: 4912640 | consumed tokens: 10061086720 | elapsed time per iteration (s): 0.37 | learning rate: 1.603E-04 | global batch size: 256 | lm loss: 3.530816E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.246 | TFLOPs: 32.17 | 7: iteration 19200/ 60336 | consumed samples: 4915200 | consumed tokens: 10066329600 | elapsed time per iteration (s): 0.37 | learning rate: 1.603E-04 | global batch size: 256 | lm loss: 3.527866E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.209 | TFLOPs: 32.17 | 7: iteration 19210/ 60336 | consumed samples: 4917760 | consumed tokens: 10071572480 | elapsed time per iteration (s): 0.37 | learning rate: 1.602E-04 | global batch size: 256 | lm loss: 3.530411E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.253 | TFLOPs: 32.17 | 7: iteration 19220/ 60336 | consumed samples: 4920320 | consumed tokens: 10076815360 | elapsed time per iteration (s): 0.37 | learning rate: 1.602E-04 | global batch size: 256 | lm loss: 3.534688E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.587 | TFLOPs: 32.19 | 7: iteration 19230/ 60336 | consumed samples: 4922880 | consumed tokens: 10082058240 | elapsed time per iteration (s): 0.37 | learning rate: 1.602E-04 | global batch size: 256 | lm loss: 3.538561E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.005 | TFLOPs: 32.16 | 7: iteration 19240/ 60336 | consumed samples: 4925440 | consumed tokens: 10087301120 | elapsed time per iteration (s): 0.37 | learning rate: 1.601E-04 | global batch size: 256 | lm loss: 3.530318E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.235 | TFLOPs: 32.17 | 7: iteration 19250/ 60336 | consumed samples: 4928000 | consumed tokens: 10092544000 | elapsed time per iteration (s): 0.37 | learning rate: 1.601E-04 | global batch size: 256 | lm loss: 3.538380E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.999 | TFLOPs: 32.16 | 7: iteration 19260/ 60336 | consumed samples: 4930560 | consumed tokens: 10097786880 | elapsed time per iteration (s): 0.37 | learning rate: 1.600E-04 | global batch size: 256 | lm loss: 3.532792E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.492 | TFLOPs: 32.18 | 7: iteration 19270/ 60336 | consumed samples: 4933120 | consumed tokens: 10103029760 | elapsed time per iteration (s): 0.37 | learning rate: 1.600E-04 | global batch size: 256 | lm loss: 3.527483E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.374 | TFLOPs: 32.18 | 7: iteration 19280/ 60336 | consumed samples: 4935680 | consumed tokens: 10108272640 | elapsed time per iteration (s): 0.37 | learning rate: 1.600E-04 | global batch size: 256 | lm loss: 3.531402E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.518 | TFLOPs: 32.18 | 7: iteration 19290/ 60336 | consumed samples: 4938240 | consumed tokens: 10113515520 | elapsed time per iteration (s): 0.37 | learning rate: 1.599E-04 | global batch size: 256 | lm loss: 3.534634E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.876 | TFLOPs: 31.92 | 7: iteration 19300/ 60336 | consumed samples: 4940800 | consumed tokens: 10118758400 | elapsed time per iteration (s): 0.37 | learning rate: 1.599E-04 | global batch size: 256 | lm loss: 3.524295E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.455 | TFLOPs: 31.95 | 7: iteration 19310/ 60336 | consumed samples: 4943360 | consumed tokens: 10124001280 | elapsed time per iteration (s): 0.37 | learning rate: 1.598E-04 | global batch size: 256 | lm loss: 3.533547E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.158 | TFLOPs: 32.17 | 7: iteration 19320/ 60336 | consumed samples: 4945920 | consumed tokens: 10129244160 | elapsed time per iteration (s): 0.37 | learning rate: 1.598E-04 | global batch size: 256 | lm loss: 3.528631E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.942 | TFLOPs: 32.16 | 7: iteration 19330/ 60336 | consumed samples: 4948480 | consumed tokens: 10134487040 | elapsed time per iteration (s): 0.37 | learning rate: 1.598E-04 | global batch size: 256 | lm loss: 3.530777E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.081 | TFLOPs: 32.16 | 7: iteration 19340/ 60336 | consumed samples: 4951040 | consumed tokens: 10139729920 | elapsed time per iteration (s): 0.37 | learning rate: 1.597E-04 | global batch size: 256 | lm loss: 3.531809E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.472 | TFLOPs: 32.18 | 7: iteration 19350/ 60336 | consumed samples: 4953600 | consumed tokens: 10144972800 | elapsed time per iteration (s): 0.37 | learning rate: 1.597E-04 | global batch size: 256 | lm loss: 3.522515E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.216 | TFLOPs: 32.17 | 7: iteration 19360/ 60336 | consumed samples: 4956160 | consumed tokens: 10150215680 | elapsed time per iteration (s): 0.37 | learning rate: 1.596E-04 | global batch size: 256 | lm loss: 3.525665E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.132 | TFLOPs: 32.17 | 7: iteration 19370/ 60336 | consumed samples: 4958720 | consumed tokens: 10155458560 | elapsed time per iteration (s): 0.37 | learning rate: 1.596E-04 | global batch size: 256 | lm loss: 3.532407E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.998 | TFLOPs: 32.16 | 7: iteration 19380/ 60336 | consumed samples: 4961280 | consumed tokens: 10160701440 | elapsed time per iteration (s): 0.37 | learning rate: 1.596E-04 | global batch size: 256 | lm loss: 3.533985E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.679 | TFLOPs: 32.14 | 7: iteration 19390/ 60336 | consumed samples: 4963840 | consumed tokens: 10165944320 | elapsed time per iteration (s): 0.37 | learning rate: 1.595E-04 | global batch size: 256 | lm loss: 3.530706E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.978 | TFLOPs: 32.16 | 7: iteration 19400/ 60336 | consumed samples: 4966400 | consumed tokens: 10171187200 | elapsed time per iteration (s): 0.37 | learning rate: 1.595E-04 | global batch size: 256 | lm loss: 3.528886E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.364 | TFLOPs: 32.18 | 7: iteration 19410/ 60336 | consumed samples: 4968960 | consumed tokens: 10176430080 | elapsed time per iteration (s): 0.37 | learning rate: 1.594E-04 | global batch size: 256 | lm loss: 3.526392E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.124 | TFLOPs: 32.17 | 7: iteration 19420/ 60336 | consumed samples: 4971520 | consumed tokens: 10181672960 | elapsed time per iteration (s): 0.37 | learning rate: 1.594E-04 | global batch size: 256 | lm loss: 3.525454E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.357 | TFLOPs: 32.18 | 7: iteration 19430/ 60336 | consumed samples: 4974080 | consumed tokens: 10186915840 | elapsed time per iteration (s): 0.37 | learning rate: 1.594E-04 | global batch size: 256 | lm loss: 3.526027E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.469 | TFLOPs: 31.90 | 7: iteration 19440/ 60336 | consumed samples: 4976640 | consumed tokens: 10192158720 | elapsed time per iteration (s): 0.37 | learning rate: 1.593E-04 | global batch size: 256 | lm loss: 3.525704E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.902 | TFLOPs: 32.16 | 7: iteration 19450/ 60336 | consumed samples: 4979200 | consumed tokens: 10197401600 | elapsed time per iteration (s): 0.37 | learning rate: 1.593E-04 | global batch size: 256 | lm loss: 3.527596E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.028 | TFLOPs: 32.16 | 7: iteration 19460/ 60336 | consumed samples: 4981760 | consumed tokens: 10202644480 | elapsed time per iteration (s): 0.37 | learning rate: 1.593E-04 | global batch size: 256 | lm loss: 3.529482E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.298 | TFLOPs: 32.17 | 7: iteration 19470/ 60336 | consumed samples: 4984320 | consumed tokens: 10207887360 | elapsed time per iteration (s): 0.37 | learning rate: 1.592E-04 | global batch size: 256 | lm loss: 3.528357E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.460 | TFLOPs: 32.18 | 7: iteration 19480/ 60336 | consumed samples: 4986880 | consumed tokens: 10213130240 | elapsed time per iteration (s): 0.37 | learning rate: 1.592E-04 | global batch size: 256 | lm loss: 3.529476E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.333 | TFLOPs: 31.99 | 7: iteration 19490/ 60336 | consumed samples: 4989440 | consumed tokens: 10218373120 | elapsed time per iteration (s): 0.37 | learning rate: 1.591E-04 | global batch size: 256 | lm loss: 3.529060E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.862 | TFLOPs: 32.15 | 7: iteration 19500/ 60336 | consumed samples: 4992000 | consumed tokens: 10223616000 | elapsed time per iteration (s): 0.37 | learning rate: 1.591E-04 | global batch size: 256 | lm loss: 3.527314E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.185 | TFLOPs: 32.17 | 7: iteration 19510/ 60336 | consumed samples: 4994560 | consumed tokens: 10228858880 | elapsed time per iteration (s): 0.37 | learning rate: 1.591E-04 | global batch size: 256 | lm loss: 3.527351E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.276 | TFLOPs: 32.17 | 7: iteration 19520/ 60336 | consumed samples: 4997120 | consumed tokens: 10234101760 | elapsed time per iteration (s): 0.37 | learning rate: 1.590E-04 | global batch size: 256 | lm loss: 3.519412E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.294 | TFLOPs: 32.17 | 7: iteration 19530/ 60336 | consumed samples: 4999680 | consumed tokens: 10239344640 | elapsed time per iteration (s): 0.37 | learning rate: 1.590E-04 | global batch size: 256 | lm loss: 3.532276E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.988 | TFLOPs: 32.16 | 7: iteration 19540/ 60336 | consumed samples: 5002240 | consumed tokens: 10244587520 | elapsed time per iteration (s): 0.37 | learning rate: 1.589E-04 | global batch size: 256 | lm loss: 3.523661E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.215 | TFLOPs: 32.17 | 7: iteration 19550/ 60336 | consumed samples: 5004800 | consumed tokens: 10249830400 | elapsed time per iteration (s): 0.37 | learning rate: 1.589E-04 | global batch size: 256 | lm loss: 3.528145E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.115 | TFLOPs: 32.17 | 7: iteration 19560/ 60336 | consumed samples: 5007360 | consumed tokens: 10255073280 | elapsed time per iteration (s): 0.37 | learning rate: 1.589E-04 | global batch size: 256 | lm loss: 3.520486E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.169 | TFLOPs: 32.17 | 7: iteration 19570/ 60336 | consumed samples: 5009920 | consumed tokens: 10260316160 | elapsed time per iteration (s): 0.37 | learning rate: 1.588E-04 | global batch size: 256 | lm loss: 3.521845E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.118 | TFLOPs: 32.17 | 7: iteration 19580/ 60336 | consumed samples: 5012480 | consumed tokens: 10265559040 | elapsed time per iteration (s): 0.37 | learning rate: 1.588E-04 | global batch size: 256 | lm loss: 3.530794E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.406 | TFLOPs: 32.18 | 7: iteration 19590/ 60336 | consumed samples: 5015040 | consumed tokens: 10270801920 | elapsed time per iteration (s): 0.37 | learning rate: 1.587E-04 | global batch size: 256 | lm loss: 3.522573E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.036 | TFLOPs: 32.16 | 7: iteration 19600/ 60336 | consumed samples: 5017600 | consumed tokens: 10276044800 | elapsed time per iteration (s): 0.37 | learning rate: 1.587E-04 | global batch size: 256 | lm loss: 3.525772E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.854 | TFLOPs: 32.15 | 7: iteration 19610/ 60336 | consumed samples: 5020160 | consumed tokens: 10281287680 | elapsed time per iteration (s): 0.37 | learning rate: 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iterations: 0 | samples per second: 688.954 | TFLOPs: 32.16 | 7: iteration 19960/ 60336 | consumed samples: 5109760 | consumed tokens: 10464788480 | elapsed time per iteration (s): 0.37 | learning rate: 1.573E-04 | global batch size: 256 | lm loss: 3.518364E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.348 | TFLOPs: 32.13 | 7: iteration 19970/ 60336 | consumed samples: 5112320 | consumed tokens: 10470031360 | elapsed time per iteration (s): 0.37 | learning rate: 1.572E-04 | global batch size: 256 | lm loss: 3.521793E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.872 | TFLOPs: 32.15 | 7: iteration 19980/ 60336 | consumed samples: 5114880 | consumed tokens: 10475274240 | elapsed time per iteration (s): 0.37 | learning rate: 1.572E-04 | global batch size: 256 | lm loss: 3.521637E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.855 | TFLOPs: 32.15 | 7: iteration 19990/ 60336 | consumed samples: 5117440 | consumed tokens: 10480517120 | elapsed time per iteration (s): 0.37 | learning rate: 1.571E-04 | global batch size: 256 | lm loss: 3.513511E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.778 | TFLOPs: 32.15 | 0: [2023-03-17 02:00:07,362] [INFO] [logging.py:68:log_dist] [Rank 0] step=20000, skipped=0, lr=[0.0001570914128216334, 0.0001570914128216334, 0.0001570914128216334], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 20000/ 60336 | consumed samples: 5120000 | consumed tokens: 10485760000 | elapsed time per iteration (s): 0.37 | learning rate: 1.571E-04 | global batch size: 256 | lm loss: 3.522529E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.949 | TFLOPs: 32.16 | 0: steps: 20000 loss: 3.5340 iter time (s): 0.369 samples/sec: 692.911 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 20000 | lm loss value: 3.913542E+00 | lm loss PPL: 5.007602E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 20000 to checkpoints_146m32b100mdedup 0: [2023-03-17 02:00:07,486] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step20000 is begin to save! 0: [2023-03-17 02:00:07,490] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step20000/layer_01-model_00-model_states.pt... 0: [2023-03-17 02:00:07,574] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/layer_01-model_00-model_states.pt. 0: [2023-03-17 02:00:07,574] [INFO] 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checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:00:07,781] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt 4: [2023-03-17 02:00:07,781] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 3: [2023-03-17 02:00:07,951] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-17 02:00:07,951] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-17 02:00:07,951] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 1: [2023-03-17 02:00:07,782] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] 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02:00:07,783] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 02:00:07,783] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 2: [2023-03-17 02:00:07,783] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 6: [2023-03-17 02:00:07,842] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:00:07,842] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-17 02:00:07,842] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 3: [2023-03-17 02:00:07,953] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt. 3: [2023-03-17 02:00:07,953] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-17 02:00:07,953] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 0: [2023-03-17 02:00:07,862] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt. 0: [2023-03-17 02:00:07,862] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt. 0: [2023-03-17 02:00:07,862] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 0: [2023-03-17 02:00:07,862] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 6: [2023-03-17 02:00:07,842] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:00:07,842] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 7: [2023-03-17 02:00:07,784] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:00:07,842] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 7: [2023-03-17 02:00:07,784] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint 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bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt 7: [2023-03-17 02:00:07,785] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 7: [2023-03-17 02:00:07,786] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt. 7: [2023-03-17 02:00:07,786] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-17 02:00:07,786] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 5: [2023-03-17 02:00:07,786] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 5: [2023-03-17 02:00:07,786] [INFO] 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checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 0: [2023-03-17 02:00:07,865] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 3: [2023-03-17 02:00:07,956] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-17 02:00:07,956] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-17 02:00:07,956] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 3: [2023-03-17 02:00:07,956] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 6: [2023-03-17 02:00:07,845] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-17 02:00:07,789] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 2: [2023-03-17 02:00:07,789] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 2: [2023-03-17 02:00:07,789] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 2: [2023-03-17 02:00:07,789] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 6: [2023-03-17 02:00:07,848] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:00:07,848] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-17 02:00:07,848] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 0: [2023-03-17 02:00:07,868] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt. 0: [2023-03-17 02:00:07,868] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 0: [2023-03-17 02:00:07,868] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 3: [2023-03-17 02:00:07,959] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 3: [2023-03-17 02:00:07,959] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 3: [2023-03-17 02:00:07,959] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 1: [2023-03-17 02:00:07,790] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt. 1: [2023-03-17 02:00:07,790] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 1: [2023-03-17 02:00:07,790] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 1: [2023-03-17 02:00:07,790] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt. 1: [2023-03-17 02:00:07,791] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero 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bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 1: [2023-03-17 02:00:07,791] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:00:07,784] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 1: [2023-03-17 02:00:07,791] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 4: [2023-03-17 02:00:07,785] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:00:07,786] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt. 4: [2023-03-17 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-17 02:00:07,787] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 4: [2023-03-17 02:00:07,791] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:00:07,791] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-17 02:00:07,791] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 1: [2023-03-17 02:00:07,791] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt. 1: [2023-03-17 02:00:07,791] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-17 02:00:07,791] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 4: [2023-03-17 02:00:07,792] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:00:07,792] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt 4: [2023-03-17 02:00:07,792] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 6: [2023-03-17 02:00:07,851] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:00:07,851] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-17 02:00:07,851] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 1: [2023-03-17 02:00:07,794] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt. 1: [2023-03-17 02:00:07,794] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-17 02:00:07,794] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 1: [2023-03-17 02:00:07,794] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-17 02:00:07,794] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 1: [2023-03-17 02:00:07,794] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 7: [2023-03-17 02:00:07,788] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt 7: [2023-03-17 02:00:07,788] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 7: [2023-03-17 02:00:07,788] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-17 02:00:07,788] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-17 02:00:07,788] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 7: [2023-03-17 02:00:07,790] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt. 7: [2023-03-17 02:00:07,790] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt. 7: [2023-03-17 02:00:07,790] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-17 02:00:07,790] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 7: [2023-03-17 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bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt 0: [2023-03-17 02:00:07,874] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 2: [2023-03-17 02:00:07,798] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:00:07,798] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:00:07,798] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-17 02:00:07,798] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-17 02:00:07,798] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 2: [2023-03-17 02:00:07,798] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 3: [2023-03-17 02:00:07,967] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt. 3: [2023-03-17 02:00:07,967] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-17 02:00:07,967] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 0: [2023-03-17 02:00:07,881] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 02:00:07,882] [INFO] 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[INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 5: [2023-03-17 02:00:07,789] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 5: [2023-03-17 02:00:07,789] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-17 02:00:07,789] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now! 5: [2023-03-17 02:00:07,794] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 5: [2023-03-17 02:00:07,794] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step20000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-17 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iterations: 0 | number of nan iterations: 0 | samples per second: 604.459 | TFLOPs: 28.21 | 7: iteration 20020/ 60336 | consumed samples: 5125120 | consumed tokens: 10496245760 | elapsed time per iteration (s): 0.37 | learning rate: 1.570E-04 | global batch size: 256 | lm loss: 3.519396E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.059 | TFLOPs: 32.16 | 7: iteration 20030/ 60336 | consumed samples: 5127680 | consumed tokens: 10501488640 | elapsed time per iteration (s): 0.37 | learning rate: 1.570E-04 | global batch size: 256 | lm loss: 3.523175E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.121 | TFLOPs: 32.17 | 7: iteration 20040/ 60336 | consumed samples: 5130240 | consumed tokens: 10506731520 | elapsed time per iteration (s): 0.37 | learning rate: 1.569E-04 | global batch size: 256 | lm loss: 3.512964E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.192 | TFLOPs: 32.17 | 7: iteration 20050/ 60336 | consumed samples: 5132800 | consumed tokens: 10511974400 | elapsed time per iteration (s): 0.37 | learning rate: 1.569E-04 | global batch size: 256 | lm loss: 3.511994E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.925 | TFLOPs: 32.16 | 7: iteration 20060/ 60336 | consumed samples: 5135360 | consumed tokens: 10517217280 | elapsed time per iteration (s): 0.37 | learning rate: 1.568E-04 | global batch size: 256 | lm loss: 3.516558E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.922 | TFLOPs: 32.16 | 7: iteration 20070/ 60336 | consumed samples: 5137920 | consumed tokens: 10522460160 | elapsed time per iteration (s): 0.37 | learning rate: 1.568E-04 | global batch size: 256 | lm loss: 3.519969E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.395 | TFLOPs: 32.18 | 7: iteration 20080/ 60336 | consumed samples: 5140480 | consumed tokens: 10527703040 | elapsed time per iteration (s): 0.37 | learning rate: 1.568E-04 | global batch size: 256 | lm loss: 3.528582E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.888 | TFLOPs: 32.15 | 7: iteration 20090/ 60336 | consumed samples: 5143040 | consumed tokens: 10532945920 | elapsed time per iteration (s): 0.37 | learning rate: 1.567E-04 | global batch size: 256 | lm loss: 3.524752E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.172 | TFLOPs: 32.17 | 7: iteration 20100/ 60336 | consumed samples: 5145600 | consumed tokens: 10538188800 | elapsed time per iteration (s): 0.37 | learning rate: 1.567E-04 | global batch size: 256 | lm loss: 3.523087E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.115 | TFLOPs: 32.17 | 7: iteration 20110/ 60336 | consumed samples: 5148160 | consumed tokens: 10543431680 | elapsed time per iteration (s): 0.37 | learning rate: 1.566E-04 | global batch size: 256 | lm loss: 3.518980E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.272 | TFLOPs: 32.17 | 7: iteration 20120/ 60336 | consumed samples: 5150720 | consumed tokens: 10548674560 | elapsed time per iteration (s): 0.37 | learning rate: 1.566E-04 | global batch size: 256 | lm loss: 3.532222E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.090 | TFLOPs: 32.16 | 7: iteration 20130/ 60336 | consumed samples: 5153280 | consumed tokens: 10553917440 | elapsed time per iteration (s): 0.37 | learning rate: 1.566E-04 | global batch size: 256 | lm loss: 3.519921E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.189 | TFLOPs: 32.17 | 7: iteration 20140/ 60336 | consumed samples: 5155840 | consumed tokens: 10559160320 | elapsed time per iteration (s): 0.37 | learning rate: 1.565E-04 | global batch size: 256 | lm loss: 3.514163E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.137 | TFLOPs: 32.17 | 7: iteration 20150/ 60336 | consumed samples: 5158400 | consumed tokens: 10564403200 | elapsed time per iteration (s): 0.37 | learning rate: 1.565E-04 | global batch size: 256 | lm loss: 3.521356E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.139 | TFLOPs: 32.17 | 7: iteration 20160/ 60336 | consumed samples: 5160960 | consumed tokens: 10569646080 | elapsed time per iteration (s): 0.37 | learning rate: 1.564E-04 | global batch size: 256 | lm loss: 3.525193E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.894 | TFLOPs: 32.16 | 7: iteration 20170/ 60336 | consumed samples: 5163520 | consumed tokens: 10574888960 | elapsed time per iteration (s): 0.37 | learning rate: 1.564E-04 | global batch size: 256 | lm loss: 3.516535E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.424 | TFLOPs: 32.18 | 7: iteration 20180/ 60336 | consumed samples: 5166080 | consumed tokens: 10580131840 | elapsed time per iteration (s): 0.37 | learning rate: 1.564E-04 | global batch size: 256 | lm loss: 3.518010E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.525 | 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iterations: 0 | samples per second: 689.843 | TFLOPs: 32.20 | 7: iteration 20220/ 60336 | consumed samples: 5176320 | consumed tokens: 10601103360 | elapsed time per iteration (s): 0.37 | learning rate: 1.562E-04 | global batch size: 256 | lm loss: 3.520534E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.856 | TFLOPs: 32.20 | 7: iteration 20230/ 60336 | consumed samples: 5178880 | consumed tokens: 10606346240 | elapsed time per iteration (s): 0.37 | learning rate: 1.562E-04 | global batch size: 256 | lm loss: 3.515942E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.016 | TFLOPs: 32.21 | 7: iteration 20240/ 60336 | consumed samples: 5181440 | consumed tokens: 10611589120 | elapsed time per iteration (s): 0.37 | learning rate: 1.561E-04 | global batch size: 256 | lm loss: 3.509939E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.620 | TFLOPs: 32.19 | 7: iteration 20250/ 60336 | consumed samples: 5184000 | consumed tokens: 10616832000 | elapsed time per iteration (s): 0.37 | learning rate: 1.561E-04 | global batch size: 256 | lm loss: 3.522569E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.582 | TFLOPs: 32.19 | 7: iteration 20260/ 60336 | consumed samples: 5186560 | consumed tokens: 10622074880 | elapsed time per iteration (s): 0.37 | learning rate: 1.560E-04 | global batch size: 256 | lm loss: 3.513708E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.693 | TFLOPs: 32.19 | 7: iteration 20270/ 60336 | consumed samples: 5189120 | consumed tokens: 10627317760 | elapsed time per iteration (s): 0.37 | learning rate: 1.560E-04 | global batch size: 256 | lm loss: 3.521083E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.971 | TFLOPs: 32.21 | 7: iteration 20280/ 60336 | consumed samples: 5191680 | consumed tokens: 10632560640 | elapsed time per iteration (s): 0.37 | learning rate: 1.560E-04 | global batch size: 256 | lm loss: 3.520433E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.157 | TFLOPs: 32.21 | 7: iteration 20290/ 60336 | consumed samples: 5194240 | consumed tokens: 10637803520 | elapsed time per iteration (s): 0.37 | learning rate: 1.559E-04 | global batch size: 256 | lm loss: 3.516341E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.146 | TFLOPs: 32.21 | 7: iteration 20300/ 60336 | consumed samples: 5196800 | consumed tokens: 10643046400 | elapsed time per iteration (s): 0.37 | learning rate: 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iteration 20390/ 60336 | consumed samples: 5219840 | consumed tokens: 10690232320 | elapsed time per iteration (s): 0.37 | learning rate: 1.555E-04 | global batch size: 256 | lm loss: 3.515302E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.656 | TFLOPs: 32.19 | 7: iteration 20400/ 60336 | consumed samples: 5222400 | consumed tokens: 10695475200 | elapsed time per iteration (s): 0.37 | learning rate: 1.555E-04 | global batch size: 256 | lm loss: 3.519620E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.237 | TFLOPs: 32.17 | 7: iteration 20410/ 60336 | consumed samples: 5224960 | consumed tokens: 10700718080 | elapsed time per iteration (s): 0.37 | learning rate: 1.554E-04 | global batch size: 256 | lm loss: 3.517670E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.667 | TFLOPs: 32.19 | 7: iteration 20420/ 60336 | consumed samples: 5227520 | consumed tokens: 10705960960 | elapsed time per iteration (s): 0.37 | learning rate: 1.554E-04 | global batch size: 256 | lm loss: 3.520999E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.728 | TFLOPs: 32.19 | 7: iteration 20430/ 60336 | consumed samples: 5230080 | consumed tokens: 10711203840 | elapsed time per iteration (s): 0.37 | learning rate: 1.553E-04 | global batch size: 256 | lm loss: 3.507946E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.125 | TFLOPs: 32.21 | 7: iteration 20440/ 60336 | consumed samples: 5232640 | consumed tokens: 10716446720 | elapsed time per iteration (s): 0.37 | learning rate: 1.553E-04 | global batch size: 256 | lm loss: 3.519228E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped 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size: 256 | lm loss: 3.520025E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.565 | TFLOPs: 32.19 | 7: iteration 20510/ 60336 | consumed samples: 5250560 | consumed tokens: 10753146880 | elapsed time per iteration (s): 0.37 | learning rate: 1.550E-04 | global batch size: 256 | lm loss: 3.517844E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.346 | TFLOPs: 32.18 | 7: iteration 20520/ 60336 | consumed samples: 5253120 | consumed tokens: 10758389760 | elapsed time per iteration (s): 0.37 | learning rate: 1.550E-04 | global batch size: 256 | lm loss: 3.524096E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.765 | TFLOPs: 32.20 | 7: iteration 20530/ 60336 | consumed samples: 5255680 | consumed tokens: 10763632640 | elapsed time per iteration (s): 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consumed samples: 5271040 | consumed tokens: 10795089920 | elapsed time per iteration (s): 0.37 | learning rate: 1.547E-04 | global batch size: 256 | lm loss: 3.518179E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.049 | TFLOPs: 32.21 | 7: iteration 20600/ 60336 | consumed samples: 5273600 | consumed tokens: 10800332800 | elapsed time per iteration (s): 0.37 | learning rate: 1.546E-04 | global batch size: 256 | lm loss: 3.520879E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.207 | TFLOPs: 32.22 | 7: iteration 20610/ 60336 | consumed samples: 5276160 | consumed tokens: 10805575680 | elapsed time per iteration (s): 0.37 | learning rate: 1.546E-04 | global batch size: 256 | lm loss: 3.514738E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.621 | TFLOPs: 32.19 | 7: iteration 20620/ 60336 | consumed samples: 5278720 | consumed tokens: 10810818560 | elapsed time per iteration (s): 0.37 | learning rate: 1.546E-04 | global batch size: 256 | lm loss: 3.508885E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.919 | TFLOPs: 32.20 | 7: iteration 20630/ 60336 | consumed samples: 5281280 | consumed tokens: 10816061440 | elapsed time per iteration (s): 0.37 | learning rate: 1.545E-04 | global batch size: 256 | lm loss: 3.516591E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.043 | TFLOPs: 31.93 | 7: iteration 20640/ 60336 | consumed samples: 5283840 | consumed tokens: 10821304320 | elapsed time per iteration (s): 0.37 | learning rate: 1.545E-04 | global batch size: 256 | lm loss: 3.520520E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.394 | TFLOPs: 32.04 | 7: iteration 20650/ 60336 | consumed samples: 5286400 | consumed tokens: 10826547200 | elapsed time per iteration (s): 0.37 | learning rate: 1.544E-04 | global batch size: 256 | lm loss: 3.518353E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.750 | TFLOPs: 32.01 | 7: iteration 20660/ 60336 | consumed samples: 5288960 | consumed tokens: 10831790080 | elapsed time per iteration (s): 0.38 | learning rate: 1.544E-04 | global batch size: 256 | lm loss: 3.517621E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.879 | TFLOPs: 31.83 | 7: iteration 20670/ 60336 | consumed samples: 5291520 | consumed tokens: 10837032960 | elapsed time per iteration (s): 0.37 | learning rate: 1.544E-04 | global batch size: 256 | lm loss: 3.514733E+00 | grad norm: 0.281 | num zeros: 0.0 | 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3.506110E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 668.883 | TFLOPs: 31.22 | 7: iteration 20710/ 60336 | consumed samples: 5301760 | consumed tokens: 10858004480 | elapsed time per iteration (s): 0.38 | learning rate: 1.542E-04 | global batch size: 256 | lm loss: 3.506852E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 666.941 | TFLOPs: 31.13 | 7: iteration 20720/ 60336 | consumed samples: 5304320 | consumed tokens: 10863247360 | elapsed time per iteration (s): 0.39 | learning rate: 1.542E-04 | global batch size: 256 | lm loss: 3.515249E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 657.436 | TFLOPs: 30.69 | 7: iteration 20730/ 60336 | consumed samples: 5306880 | consumed tokens: 10868490240 | elapsed time per iteration (s): 0.38 | learning rate: 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time per iteration (s): 0.39 | learning rate: 1.540E-04 | global batch size: 256 | lm loss: 3.512368E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 662.171 | TFLOPs: 30.91 | 7: iteration 20770/ 60336 | consumed samples: 5317120 | consumed tokens: 10889461760 | elapsed time per iteration (s): 0.39 | learning rate: 1.539E-04 | global batch size: 256 | lm loss: 3.512371E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 658.422 | TFLOPs: 30.73 | 7: iteration 20780/ 60336 | consumed samples: 5319680 | consumed tokens: 10894704640 | elapsed time per iteration (s): 0.37 | learning rate: 1.539E-04 | global batch size: 256 | lm loss: 3.509693E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.878 | TFLOPs: 31.92 | 7: iteration 20790/ 60336 | consumed samples: 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iteration 20820/ 60336 | consumed samples: 5329920 | consumed tokens: 10915676160 | elapsed time per iteration (s): 0.38 | learning rate: 1.537E-04 | global batch size: 256 | lm loss: 3.520393E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.812 | TFLOPs: 31.59 | 7: iteration 20830/ 60336 | consumed samples: 5332480 | consumed tokens: 10920919040 | elapsed time per iteration (s): 0.40 | learning rate: 1.537E-04 | global batch size: 256 | lm loss: 3.506448E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 644.590 | TFLOPs: 30.09 | 7: iteration 20840/ 60336 | consumed samples: 5335040 | consumed tokens: 10926161920 | elapsed time per iteration (s): 0.38 | learning rate: 1.537E-04 | global batch size: 256 | lm loss: 3.511649E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.204 | TFLOPs: 31.56 | 7: iteration 20850/ 60336 | consumed samples: 5337600 | consumed tokens: 10931404800 | elapsed time per iteration (s): 0.38 | learning rate: 1.536E-04 | global batch size: 256 | lm loss: 3.507611E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 668.796 | TFLOPs: 31.22 | 7: iteration 20860/ 60336 | consumed samples: 5340160 | consumed tokens: 10936647680 | elapsed time per iteration (s): 0.37 | learning rate: 1.536E-04 | global batch size: 256 | lm loss: 3.511225E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.726 | TFLOPs: 31.87 | 7: iteration 20870/ 60336 | consumed samples: 5342720 | consumed tokens: 10941890560 | elapsed time per iteration (s): 0.37 | learning rate: 1.535E-04 | global batch size: 256 | lm loss: 3.517719E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.178 | TFLOPs: 31.89 | 7: iteration 20880/ 60336 | consumed samples: 5345280 | consumed tokens: 10947133440 | elapsed time per iteration (s): 0.38 | learning rate: 1.535E-04 | global batch size: 256 | lm loss: 3.510341E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 671.663 | TFLOPs: 31.35 | 7: iteration 20890/ 60336 | consumed samples: 5347840 | consumed tokens: 10952376320 | elapsed time per iteration (s): 0.39 | learning rate: 1.535E-04 | global batch size: 256 | lm loss: 3.508741E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 655.864 | TFLOPs: 30.61 | 7: iteration 20900/ 60336 | consumed samples: 5350400 | consumed tokens: 10957619200 | elapsed time per iteration (s): 0.38 | learning rate: 1.534E-04 | global batch size: 256 | lm loss: 3.505397E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.573 | TFLOPs: 31.58 | 7: iteration 20910/ 60336 | consumed samples: 5352960 | consumed tokens: 10962862080 | elapsed time per iteration (s): 0.38 | learning rate: 1.534E-04 | global batch size: 256 | lm loss: 3.513080E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.776 | TFLOPs: 31.73 | 7: iteration 20920/ 60336 | consumed samples: 5355520 | consumed tokens: 10968104960 | elapsed time per iteration (s): 0.37 | learning rate: 1.533E-04 | global batch size: 256 | lm loss: 3.508821E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.958 | TFLOPs: 31.92 | 7: iteration 20930/ 60336 | consumed samples: 5358080 | consumed tokens: 10973347840 | elapsed time per iteration (s): 0.39 | learning rate: 1.533E-04 | global batch size: 256 | lm loss: 3.511980E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 658.068 | TFLOPs: 30.72 | 7: iteration 20940/ 60336 | consumed samples: 5360640 | consumed tokens: 10978590720 | elapsed time per iteration (s): 0.38 | learning rate: 1.532E-04 | global batch size: 256 | lm loss: 3.518055E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 667.654 | TFLOPs: 31.16 | 7: iteration 20950/ 60336 | consumed samples: 5363200 | consumed tokens: 10983833600 | elapsed time per iteration (s): 0.38 | learning rate: 1.532E-04 | global batch size: 256 | lm loss: 3.517457E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 669.566 | TFLOPs: 31.25 | 7: iteration 20960/ 60336 | consumed samples: 5365760 | consumed tokens: 10989076480 | elapsed time per iteration (s): 0.38 | learning rate: 1.532E-04 | global batch size: 256 | lm loss: 3.515177E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.329 | TFLOPs: 31.85 | 7: iteration 20970/ 60336 | consumed samples: 5368320 | consumed tokens: 10994319360 | elapsed time per iteration (s): 0.38 | learning rate: 1.531E-04 | global batch size: 256 | lm loss: 3.514659E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.256 | TFLOPs: 31.61 | 7: iteration 20980/ 60336 | consumed samples: 5370880 | consumed tokens: 10999562240 | elapsed time per iteration (s): 0.38 | learning rate: 1.531E-04 | global batch size: 256 | lm loss: 3.510641E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.157 | TFLOPs: 31.75 | 7: iteration 20990/ 60336 | consumed samples: 5373440 | consumed tokens: 11004805120 | elapsed time per iteration (s): 0.38 | learning rate: 1.530E-04 | global batch size: 256 | lm loss: 3.508378E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.947 | TFLOPs: 31.50 | 7: iteration 21000/ 60336 | consumed samples: 5376000 | consumed tokens: 11010048000 | elapsed time per iteration (s): 0.37 | learning rate: 1.530E-04 | global batch size: 256 | lm loss: 3.513356E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.197 | TFLOPs: 32.17 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 21000 | lm loss value: 3.905921E+00 | lm loss PPL: 4.969584E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 21000 to checkpoints_146m32b100mdedup 0: [2023-03-17 02:06:23,054] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step21000 is begin to save! 0: [2023-03-17 02:06:23,059] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step21000/layer_01-model_00-model_states.pt... 0: [2023-03-17 02:06:23,161] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step21000/layer_01-model_00-model_states.pt. 0: [2023-03-17 02:06:23,161] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step21000/layer_03-model_00-model_states.pt... 0: [2023-03-17 02:06:23,178] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step21000/layer_03-model_00-model_states.pt. 0: [2023-03-17 02:06:23,178] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step21000/layer_04-model_00-model_states.pt... 0: [2023-03-17 02:06:23,193] 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[Torch] Saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt. 0: [2023-03-17 02:06:23,455] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 0: [2023-03-17 02:06:23,455] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 3: [2023-03-17 02:06:23,546] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 0: [2023-03-17 02:06:23,455] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt. 0: [2023-03-17 02:06:23,456] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt 0: [2023-03-17 02:06:23,456] [INFO] 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checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 7: [2023-03-17 02:06:23,410] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt 7: [2023-03-17 02:06:23,411] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 7: [2023-03-17 02:06:23,410] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 7: [2023-03-17 02:06:23,410] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt 7: [2023-03-17 02:06:23,410] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-17 02:06:23,411] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-17 02:06:23,411] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt 7: [2023-03-17 02:06:23,411] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-17 02:06:23,411] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 7: [2023-03-17 02:06:23,411] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 7: [2023-03-17 02:06:23,411] [INFO] 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checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-17 02:06:23,413] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt 4: [2023-03-17 02:06:23,413] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-17 02:06:23,413] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 4: [2023-03-17 02:06:23,413] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 4: [2023-03-17 02:06:23,413] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 4: [2023-03-17 02:06:23,413] [INFO] 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checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-17 02:06:23,415] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-17 02:06:23,415] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 1: [2023-03-17 02:06:23,415] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 1: [2023-03-17 02:06:23,415] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 1: [2023-03-17 02:06:23,415] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 1: [2023-03-17 02:06:23,415] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 1: [2023-03-17 02:06:23,415] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 1: [2023-03-17 02:06:23,415] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 1: [2023-03-17 02:06:23,415] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 2: [2023-03-17 02:06:23,421] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:06:23,421] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:06:23,421] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:06:23,421] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:06:23,421] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:06:23,421] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-17 02:06:23,421] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-17 02:06:23,421] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-17 02:06:23,421] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 02:06:23,421] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-17 02:06:23,421] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 2: [2023-03-17 02:06:23,421] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 2: [2023-03-17 02:06:23,421] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 2: [2023-03-17 02:06:23,421] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 2: [2023-03-17 02:06:23,421] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 2: [2023-03-17 02:06:23,422] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:06:23,422] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:06:23,422] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:06:23,422] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-17 02:06:23,422] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 2: [2023-03-17 02:06:23,422] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step21000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 02:06:23,422] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 2: [2023-03-17 02:06:23,422] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 2: [2023-03-17 02:06:23,422] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now! 0: successfully saved checkpoint at iteration 21000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 455.03 7: iteration 21010/ 60336 | consumed samples: 5378560 | consumed tokens: 11015290880 | elapsed time per iteration (s): 0.43 | learning rate: 1.530E-04 | global batch size: 256 | lm loss: 3.513834E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 601.119 | TFLOPs: 28.06 | 7: iteration 21020/ 60336 | consumed samples: 5381120 | consumed tokens: 11020533760 | elapsed time per iteration (s): 0.38 | learning rate: 1.529E-04 | global batch size: 256 | lm loss: 3.517272E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.394 | TFLOPs: 31.85 | 7: iteration 21030/ 60336 | consumed samples: 5383680 | consumed tokens: 11025776640 | elapsed time per iteration (s): 0.38 | learning rate: 1.529E-04 | global batch size: 256 | lm loss: 3.513963E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.806 | TFLOPs: 31.50 | 7: iteration 21040/ 60336 | consumed samples: 5386240 | consumed tokens: 11031019520 | elapsed time per iteration (s): 0.38 | learning rate: 1.528E-04 | global batch size: 256 | lm loss: 3.513614E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.739 | TFLOPs: 31.49 | 7: iteration 21050/ 60336 | consumed samples: 5388800 | consumed tokens: 11036262400 | elapsed time per iteration (s): 0.38 | learning rate: 1.528E-04 | global batch size: 256 | lm loss: 3.514850E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.549 | TFLOPs: 31.67 | 7: iteration 21060/ 60336 | consumed samples: 5391360 | consumed tokens: 11041505280 | elapsed time per iteration (s): 0.39 | learning rate: 1.527E-04 | global batch size: 256 | lm loss: 3.506741E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 660.696 | TFLOPs: 30.84 | 7: iteration 21070/ 60336 | consumed samples: 5393920 | consumed tokens: 11046748160 | elapsed time per iteration (s): 0.38 | learning rate: 1.527E-04 | global batch size: 256 | lm loss: 3.513706E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.759 | TFLOPs: 31.73 | 7: iteration 21080/ 60336 | consumed samples: 5396480 | consumed tokens: 11051991040 | elapsed time per iteration (s): 0.38 | learning rate: 1.527E-04 | global batch size: 256 | lm loss: 3.512345E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.497 | TFLOPs: 31.86 | 7: iteration 21090/ 60336 | consumed samples: 5399040 | consumed tokens: 11057233920 | elapsed time per iteration (s): 0.38 | learning rate: 1.526E-04 | global batch size: 256 | lm loss: 3.510080E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 673.052 | TFLOPs: 31.42 | 7: iteration 21100/ 60336 | consumed samples: 5401600 | consumed tokens: 11062476800 | elapsed time per iteration (s): 0.37 | learning rate: 1.526E-04 | global batch size: 256 | lm loss: 3.508298E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.935 | TFLOPs: 32.20 | 7: iteration 21110/ 60336 | consumed samples: 5404160 | consumed tokens: 11067719680 | elapsed time per iteration (s): 0.38 | learning rate: 1.525E-04 | global batch size: 256 | lm loss: 3.510332E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.410 | TFLOPs: 31.57 | 7: iteration 21120/ 60336 | consumed samples: 5406720 | consumed tokens: 11072962560 | elapsed time per iteration (s): 0.38 | learning rate: 1.525E-04 | global batch size: 256 | lm loss: 3.518185E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.359 | TFLOPs: 31.38 | 7: iteration 21130/ 60336 | consumed samples: 5409280 | consumed tokens: 11078205440 | elapsed time per iteration (s): 0.38 | learning rate: 1.525E-04 | global batch size: 256 | lm loss: 3.509917E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.529 | TFLOPs: 31.72 | 7: iteration 21140/ 60336 | consumed samples: 5411840 | consumed tokens: 11083448320 | elapsed time per iteration (s): 0.38 | learning rate: 1.524E-04 | global batch size: 256 | lm loss: 3.513312E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.539 | TFLOPs: 31.53 | 7: iteration 21150/ 60336 | consumed samples: 5414400 | consumed tokens: 11088691200 | elapsed time per iteration (s): 0.38 | learning rate: 1.524E-04 | global batch size: 256 | lm loss: 3.513177E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.547 | TFLOPs: 31.58 | 7: iteration 21160/ 60336 | consumed samples: 5416960 | consumed tokens: 11093934080 | elapsed time per iteration (s): 0.38 | learning rate: 1.523E-04 | global batch size: 256 | lm loss: 3.505552E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.443 | TFLOPs: 31.62 | 7: iteration 21170/ 60336 | consumed samples: 5419520 | consumed tokens: 11099176960 | elapsed time per iteration (s): 0.38 | learning rate: 1.523E-04 | global batch size: 256 | lm loss: 3.517682E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.486 | TFLOPs: 31.67 | 7: iteration 21180/ 60336 | consumed samples: 5422080 | consumed tokens: 11104419840 | elapsed time per iteration (s): 0.37 | learning rate: 1.522E-04 | global batch size: 256 | lm loss: 3.510507E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.753 | TFLOPs: 31.87 | 7: iteration 21190/ 60336 | consumed samples: 5424640 | consumed tokens: 11109662720 | elapsed time per iteration (s): 0.38 | learning rate: 1.522E-04 | global batch size: 256 | lm loss: 3.513749E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.177 | TFLOPs: 31.84 | 7: iteration 21200/ 60336 | consumed samples: 5427200 | consumed tokens: 11114905600 | elapsed time per iteration (s): 0.38 | learning rate: 1.522E-04 | global batch size: 256 | lm loss: 3.516556E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.359 | TFLOPs: 31.85 | 7: iteration 21210/ 60336 | consumed samples: 5429760 | consumed tokens: 11120148480 | elapsed time per iteration (s): 0.38 | learning rate: 1.521E-04 | global batch size: 256 | lm loss: 3.504065E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.536 | TFLOPs: 31.48 | 7: iteration 21220/ 60336 | consumed samples: 5432320 | consumed tokens: 11125391360 | elapsed time per iteration (s): 0.37 | learning rate: 1.521E-04 | global batch size: 256 | lm loss: 3.507042E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.112 | TFLOPs: 31.89 | 7: iteration 21230/ 60336 | consumed samples: 5434880 | consumed tokens: 11130634240 | elapsed time per iteration (s): 0.38 | learning rate: 1.520E-04 | global batch size: 256 | lm loss: 3.506236E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.090 | TFLOPs: 31.60 | 7: iteration 21240/ 60336 | consumed samples: 5437440 | consumed tokens: 11135877120 | elapsed time per iteration (s): 0.38 | learning rate: 1.520E-04 | global batch size: 256 | lm loss: 3.507339E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.540 | TFLOPs: 31.49 | 7: iteration 21250/ 60336 | consumed samples: 5440000 | consumed tokens: 11141120000 | elapsed time per iteration (s): 0.37 | learning rate: 1.520E-04 | global batch size: 256 | lm loss: 3.508876E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.341 | TFLOPs: 32.18 | 7: iteration 21260/ 60336 | consumed samples: 5442560 | consumed tokens: 11146362880 | elapsed time per iteration (s): 0.38 | learning rate: 1.519E-04 | global batch size: 256 | lm loss: 3.505856E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 673.429 | TFLOPs: 31.43 | 7: iteration 21270/ 60336 | consumed samples: 5445120 | consumed tokens: 11151605760 | elapsed time per iteration (s): 0.38 | learning rate: 1.519E-04 | global batch size: 256 | lm loss: 3.508460E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.979 | TFLOPs: 31.83 | 7: iteration 21280/ 60336 | consumed samples: 5447680 | consumed tokens: 11156848640 | elapsed time per iteration (s): 0.38 | learning rate: 1.518E-04 | global batch size: 256 | lm loss: 3.506185E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.430 | TFLOPs: 31.71 | 7: iteration 21290/ 60336 | consumed samples: 5450240 | consumed tokens: 11162091520 | elapsed time per iteration (s): 0.37 | learning rate: 1.518E-04 | global batch size: 256 | lm loss: 3.511248E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.722 | TFLOPs: 32.19 | 7: iteration 21300/ 60336 | consumed samples: 5452800 | consumed tokens: 11167334400 | elapsed time per iteration (s): 0.37 | learning rate: 1.517E-04 | global batch size: 256 | lm loss: 3.508100E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.391 | TFLOPs: 32.08 | 7: iteration 21310/ 60336 | consumed samples: 5455360 | consumed tokens: 11172577280 | elapsed time per iteration (s): 0.38 | learning rate: 1.517E-04 | global batch size: 256 | lm loss: 3.509507E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 670.404 | TFLOPs: 31.29 | 7: iteration 21320/ 60336 | consumed samples: 5457920 | consumed tokens: 11177820160 | elapsed time per iteration (s): 0.37 | learning rate: 1.517E-04 | global batch size: 256 | lm loss: 3.506289E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.899 | TFLOPs: 32.06 | 7: iteration 21330/ 60336 | consumed samples: 5460480 | consumed tokens: 11183063040 | elapsed time per iteration (s): 0.38 | learning rate: 1.516E-04 | global batch size: 256 | lm loss: 3.510180E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.796 | TFLOPs: 31.68 | 7: iteration 21340/ 60336 | consumed samples: 5463040 | consumed tokens: 11188305920 | elapsed time per iteration (s): 0.38 | learning rate: 1.516E-04 | global batch size: 256 | lm loss: 3.510474E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.451 | TFLOPs: 31.71 | 7: iteration 21350/ 60336 | consumed samples: 5465600 | consumed tokens: 11193548800 | elapsed time per iteration (s): 0.37 | learning rate: 1.515E-04 | global batch size: 256 | lm loss: 3.514115E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.949 | TFLOPs: 32.11 | 7: iteration 21360/ 60336 | consumed samples: 5468160 | consumed tokens: 11198791680 | elapsed time per iteration (s): 0.38 | learning rate: 1.515E-04 | global batch size: 256 | lm loss: 3.506170E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.905 | TFLOPs: 31.74 | 7: iteration 21370/ 60336 | consumed samples: 5470720 | consumed tokens: 11204034560 | elapsed time per iteration (s): 0.38 | learning rate: 1.514E-04 | global batch size: 256 | lm loss: 3.502065E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.914 | TFLOPs: 31.69 | 7: iteration 21380/ 60336 | consumed samples: 5473280 | consumed tokens: 11209277440 | elapsed time per iteration (s): 0.37 | learning rate: 1.514E-04 | global batch size: 256 | lm loss: 3.505711E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.338 | TFLOPs: 31.90 | 7: iteration 21390/ 60336 | consumed samples: 5475840 | consumed tokens: 11214520320 | elapsed time per iteration (s): 0.38 | learning rate: 1.514E-04 | global batch size: 256 | lm loss: 3.509742E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.709 | TFLOPs: 31.49 | 7: iteration 21400/ 60336 | consumed samples: 5478400 | consumed tokens: 11219763200 | elapsed time per iteration (s): 0.37 | learning rate: 1.513E-04 | global batch size: 256 | lm loss: 3.513212E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.639 | TFLOPs: 31.91 | 7: iteration 21410/ 60336 | consumed samples: 5480960 | consumed tokens: 11225006080 | elapsed time per iteration (s): 0.37 | learning rate: 1.513E-04 | global batch size: 256 | lm loss: 3.516129E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.068 | TFLOPs: 32.16 | 7: iteration 21420/ 60336 | consumed samples: 5483520 | consumed tokens: 11230248960 | elapsed time per iteration (s): 0.38 | learning rate: 1.512E-04 | global batch size: 256 | lm loss: 3.508988E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.403 | TFLOPs: 31.62 | 7: iteration 21430/ 60336 | consumed samples: 5486080 | consumed tokens: 11235491840 | elapsed time per iteration (s): 0.37 | learning rate: 1.512E-04 | global batch size: 256 | lm loss: 3.506976E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.209 | TFLOPs: 31.94 | 7: iteration 21440/ 60336 | consumed samples: 5488640 | consumed tokens: 11240734720 | elapsed time per iteration (s): 0.37 | learning rate: 1.512E-04 | global batch size: 256 | lm loss: 3.504893E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.175 | TFLOPs: 31.93 | 7: iteration 21450/ 60336 | consumed samples: 5491200 | consumed tokens: 11245977600 | elapsed time per iteration (s): 0.38 | learning rate: 1.511E-04 | global batch size: 256 | lm loss: 3.507136E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.071 | TFLOPs: 31.84 | 7: iteration 21460/ 60336 | consumed samples: 5493760 | consumed tokens: 11251220480 | elapsed time per iteration (s): 0.37 | learning rate: 1.511E-04 | global batch size: 256 | lm loss: 3.501722E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.516 | TFLOPs: 32.18 | 7: iteration 21470/ 60336 | consumed samples: 5496320 | consumed tokens: 11256463360 | elapsed time per iteration (s): 0.38 | learning rate: 1.510E-04 | global batch size: 256 | lm loss: 3.498075E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.727 | TFLOPs: 31.82 | 7: iteration 21480/ 60336 | consumed samples: 5498880 | consumed tokens: 11261706240 | elapsed time per iteration (s): 0.38 | learning rate: 1.510E-04 | global batch size: 256 | lm loss: 3.505942E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.020 | TFLOPs: 31.60 | 7: iteration 21490/ 60336 | consumed samples: 5501440 | consumed tokens: 11266949120 | elapsed time per iteration (s): 0.39 | learning rate: 1.509E-04 | global batch size: 256 | lm loss: 3.508074E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 648.561 | TFLOPs: 30.27 | 7: iteration 21500/ 60336 | consumed samples: 5504000 | consumed tokens: 11272192000 | elapsed time per iteration (s): 0.37 | learning rate: 1.509E-04 | global batch size: 256 | lm loss: 3.508997E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.967 | TFLOPs: 32.21 | 7: iteration 21510/ 60336 | consumed samples: 5506560 | consumed tokens: 11277434880 | elapsed time per iteration (s): 0.37 | learning rate: 1.509E-04 | global batch size: 256 | lm loss: 3.508717E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.463 | TFLOPs: 32.04 | 7: iteration 21520/ 60336 | consumed samples: 5509120 | consumed tokens: 11282677760 | elapsed time per iteration (s): 0.37 | learning rate: 1.508E-04 | global batch size: 256 | lm loss: 3.503563E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.431 | TFLOPs: 32.04 | 7: iteration 21530/ 60336 | consumed samples: 5511680 | consumed tokens: 11287920640 | elapsed time per iteration (s): 0.37 | learning rate: 1.508E-04 | global batch size: 256 | lm loss: 3.509845E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped 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time per iteration (s): 0.37 | learning rate: 1.494E-04 | global batch size: 256 | lm loss: 3.496550E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.499 | TFLOPs: 32.23 | 7: iteration 21860/ 60336 | consumed samples: 5596160 | consumed tokens: 11460935680 | elapsed time per iteration (s): 0.37 | learning rate: 1.494E-04 | global batch size: 256 | lm loss: 3.497917E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.684 | TFLOPs: 32.24 | 7: iteration 21870/ 60336 | consumed samples: 5598720 | consumed tokens: 11466178560 | elapsed time per iteration (s): 0.37 | learning rate: 1.493E-04 | global batch size: 256 | lm loss: 3.499997E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.421 | TFLOPs: 31.99 | 7: iteration 21880/ 60336 | consumed samples: 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iteration 21910/ 60336 | consumed samples: 5608960 | consumed tokens: 11487150080 | elapsed time per iteration (s): 0.37 | learning rate: 1.492E-04 | global batch size: 256 | lm loss: 3.494323E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.424 | TFLOPs: 32.18 | 7: iteration 21920/ 60336 | consumed samples: 5611520 | consumed tokens: 11492392960 | elapsed time per iteration (s): 0.37 | learning rate: 1.491E-04 | global batch size: 256 | lm loss: 3.508202E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.625 | TFLOPs: 32.24 | 7: iteration 21930/ 60336 | consumed samples: 5614080 | consumed tokens: 11497635840 | elapsed time per iteration (s): 0.37 | learning rate: 1.491E-04 | global batch size: 256 | lm loss: 3.505288E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.803 | TFLOPs: 32.10 | 7: iteration 21940/ 60336 | consumed samples: 5616640 | consumed tokens: 11502878720 | elapsed time per iteration (s): 0.38 | learning rate: 1.490E-04 | global batch size: 256 | lm loss: 3.508738E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.196 | TFLOPs: 31.56 | 7: iteration 21950/ 60336 | consumed samples: 5619200 | consumed tokens: 11508121600 | elapsed time per iteration (s): 0.37 | learning rate: 1.490E-04 | global batch size: 256 | lm loss: 3.499501E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.275 | TFLOPs: 32.13 | 7: iteration 21960/ 60336 | consumed samples: 5621760 | consumed tokens: 11513364480 | elapsed time per iteration (s): 0.41 | learning rate: 1.489E-04 | global batch size: 256 | lm loss: 3.508724E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 631.797 | TFLOPs: 29.49 | 7: iteration 21970/ 60336 | consumed samples: 5624320 | consumed tokens: 11518607360 | elapsed time per iteration (s): 0.37 | learning rate: 1.489E-04 | global batch size: 256 | lm loss: 3.500513E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.911 | TFLOPs: 32.20 | 7: iteration 21980/ 60336 | consumed samples: 5626880 | consumed tokens: 11523850240 | elapsed time per iteration (s): 0.38 | learning rate: 1.489E-04 | global batch size: 256 | lm loss: 3.503677E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.618 | TFLOPs: 31.54 | 7: iteration 21990/ 60336 | consumed samples: 5629440 | consumed tokens: 11529093120 | elapsed time per iteration (s): 0.37 | learning rate: 1.488E-04 | global batch size: 256 | lm loss: 3.508376E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.982 | TFLOPs: 32.21 | 0: [2023-03-17 02:12:38,840] [INFO] [logging.py:68:log_dist] [Rank 0] step=22000, skipped=0, lr=[0.00014877838953352202, 0.00014877838953352202, 0.00014877838953352202], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 22000/ 60336 | consumed samples: 5632000 | consumed tokens: 11534336000 | elapsed time per iteration (s): 0.37 | learning rate: 1.488E-04 | global batch size: 256 | lm loss: 3.505539E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.458 | TFLOPs: 32.18 | 0: steps: 22000 loss: 3.5196 iter time (s): 0.374 samples/sec: 684.893 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 22000 | lm loss value: 3.929052E+00 | lm loss PPL: 5.085873E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 22000 to checkpoints_146m32b100mdedup 0: [2023-03-17 02:12:38,968] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step22000 is begin to save! 0: [2023-03-17 02:12:38,971] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step22000/layer_01-model_00-model_states.pt... 0: [2023-03-17 02:12:39,058] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step22000/layer_01-model_00-model_states.pt. 0: [2023-03-17 02:12:39,059] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step22000/layer_03-model_00-model_states.pt... 0: [2023-03-17 02:12:39,075] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step22000/layer_03-model_00-model_states.pt. 0: [2023-03-17 02:12:39,075] 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checkpoints_146m32b100mdedup/global_step22000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt. 0: [2023-03-17 02:12:39,346] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 0: [2023-03-17 02:12:39,346] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step22000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 0: [2023-03-17 02:12:39,346] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now! 0: [2023-03-17 02:12:39,346] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step22000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt. 0: [2023-03-17 02:12:39,347] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step22000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt. 0: [2023-03-17 02:12:39,347] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint 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iterations: 0 | number of nan iterations: 0 | samples per second: 599.636 | TFLOPs: 27.99 | 7: iteration 22020/ 60336 | consumed samples: 5637120 | consumed tokens: 11544821760 | elapsed time per iteration (s): 0.37 | learning rate: 1.487E-04 | global batch size: 256 | lm loss: 3.507034E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.368 | TFLOPs: 31.90 | 7: iteration 22030/ 60336 | consumed samples: 5639680 | consumed tokens: 11550064640 | elapsed time per iteration (s): 0.38 | learning rate: 1.487E-04 | global batch size: 256 | lm loss: 3.502466E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.128 | TFLOPs: 31.61 | 7: iteration 22040/ 60336 | consumed samples: 5642240 | consumed tokens: 11555307520 | elapsed time per iteration (s): 0.37 | learning rate: 1.486E-04 | global batch size: 256 | lm loss: 3.504679E+00 | grad norm: 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size: 256 | lm loss: 3.504599E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.638 | TFLOPs: 32.24 | 7: iteration 22080/ 60336 | consumed samples: 5652480 | consumed tokens: 11576279040 | elapsed time per iteration (s): 0.37 | learning rate: 1.484E-04 | global batch size: 256 | lm loss: 3.501874E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.884 | TFLOPs: 32.20 | 7: iteration 22090/ 60336 | consumed samples: 5655040 | consumed tokens: 11581521920 | elapsed time per iteration (s): 0.37 | learning rate: 1.484E-04 | global batch size: 256 | lm loss: 3.499516E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.905 | TFLOPs: 32.11 | 7: iteration 22100/ 60336 | consumed samples: 5657600 | consumed tokens: 11586764800 | elapsed time per iteration (s): 0.37 | learning rate: 1.484E-04 | global batch size: 256 | lm loss: 3.503193E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.304 | TFLOPs: 32.22 | 7: iteration 22110/ 60336 | consumed samples: 5660160 | consumed tokens: 11592007680 | elapsed time per iteration (s): 0.38 | learning rate: 1.483E-04 | global batch size: 256 | lm loss: 3.499152E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.188 | TFLOPs: 31.61 | 7: iteration 22120/ 60336 | consumed samples: 5662720 | consumed tokens: 11597250560 | elapsed time per iteration (s): 0.37 | learning rate: 1.483E-04 | global batch size: 256 | lm loss: 3.500631E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.475 | TFLOPs: 32.23 | 7: iteration 22130/ 60336 | consumed samples: 5665280 | consumed tokens: 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consumed samples: 5672960 | consumed tokens: 11618222080 | elapsed time per iteration (s): 0.37 | learning rate: 1.481E-04 | global batch size: 256 | lm loss: 3.504831E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.405 | TFLOPs: 32.23 | 7: iteration 22170/ 60336 | consumed samples: 5675520 | consumed tokens: 11623464960 | elapsed time per iteration (s): 0.37 | learning rate: 1.481E-04 | global batch size: 256 | lm loss: 3.505497E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.126 | TFLOPs: 32.21 | 7: iteration 22180/ 60336 | consumed samples: 5678080 | consumed tokens: 11628707840 | elapsed time per iteration (s): 0.37 | learning rate: 1.480E-04 | global batch size: 256 | lm loss: 3.498995E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.396 | TFLOPs: 32.23 | 7: iteration 22190/ 60336 | consumed samples: 5680640 | consumed tokens: 11633950720 | elapsed time per iteration (s): 0.37 | learning rate: 1.480E-04 | global batch size: 256 | lm loss: 3.498743E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.278 | TFLOPs: 32.22 | 7: iteration 22200/ 60336 | consumed samples: 5683200 | consumed tokens: 11639193600 | elapsed time per iteration (s): 0.37 | learning rate: 1.479E-04 | global batch size: 256 | lm loss: 3.508154E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.067 | TFLOPs: 32.07 | 7: iteration 22210/ 60336 | consumed samples: 5685760 | consumed tokens: 11644436480 | elapsed time per iteration (s): 0.37 | learning rate: 1.479E-04 | global batch size: 256 | lm loss: 3.499814E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.209 | TFLOPs: 32.22 | 7: iteration 22220/ 60336 | consumed samples: 5688320 | consumed tokens: 11649679360 | elapsed time per iteration (s): 0.37 | learning rate: 1.478E-04 | global batch size: 256 | lm loss: 3.500788E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.356 | TFLOPs: 32.22 | 7: iteration 22230/ 60336 | consumed samples: 5690880 | consumed tokens: 11654922240 | elapsed time per iteration (s): 0.37 | learning rate: 1.478E-04 | global batch size: 256 | lm loss: 3.502935E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.421 | TFLOPs: 32.23 | 7: iteration 22240/ 60336 | consumed samples: 5693440 | consumed tokens: 11660165120 | elapsed time per iteration (s): 0.37 | learning rate: 1.478E-04 | global batch size: 256 | lm loss: 3.507750E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.238 | TFLOPs: 32.22 | 7: iteration 22250/ 60336 | consumed samples: 5696000 | consumed tokens: 11665408000 | elapsed time per iteration (s): 0.37 | learning rate: 1.477E-04 | global batch size: 256 | lm loss: 3.502365E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.480 | TFLOPs: 32.23 | 7: iteration 22260/ 60336 | consumed samples: 5698560 | consumed tokens: 11670650880 | elapsed time per iteration (s): 0.37 | learning rate: 1.477E-04 | global batch size: 256 | lm loss: 3.502696E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.891 | TFLOPs: 32.15 | 7: iteration 22270/ 60336 | consumed samples: 5701120 | consumed tokens: 11675893760 | elapsed time per iteration (s): 0.37 | learning rate: 1.476E-04 | global batch size: 256 | lm loss: 3.498837E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.365 | TFLOPs: 31.94 | 7: iteration 22280/ 60336 | consumed samples: 5703680 | consumed tokens: 11681136640 | elapsed time per iteration (s): 0.37 | learning rate: 1.476E-04 | global batch size: 256 | lm loss: 3.505645E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.064 | TFLOPs: 31.98 | 7: iteration 22290/ 60336 | consumed samples: 5706240 | consumed tokens: 11686379520 | elapsed time per iteration (s): 0.37 | learning rate: 1.475E-04 | global batch size: 256 | lm loss: 3.502951E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.122 | TFLOPs: 32.21 | 7: iteration 22300/ 60336 | consumed samples: 5708800 | consumed tokens: 11691622400 | elapsed time per iteration (s): 0.37 | learning rate: 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iteration 22390/ 60336 | consumed samples: 5731840 | consumed tokens: 11738808320 | elapsed time per iteration (s): 0.37 | learning rate: 1.471E-04 | global batch size: 256 | lm loss: 3.509853E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.704 | TFLOPs: 32.19 | 7: iteration 22400/ 60336 | consumed samples: 5734400 | consumed tokens: 11744051200 | elapsed time per iteration (s): 0.37 | learning rate: 1.471E-04 | global batch size: 256 | lm loss: 3.497431E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.633 | TFLOPs: 32.19 | 7: iteration 22410/ 60336 | consumed samples: 5736960 | consumed tokens: 11749294080 | elapsed time per iteration (s): 0.37 | learning rate: 1.470E-04 | global batch size: 256 | lm loss: 3.497278E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.673 | TFLOPs: 32.19 | 7: iteration 22420/ 60336 | consumed samples: 5739520 | consumed tokens: 11754536960 | elapsed time per iteration (s): 0.37 | learning rate: 1.470E-04 | global batch size: 256 | lm loss: 3.495667E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.327 | TFLOPs: 32.18 | 7: iteration 22430/ 60336 | consumed samples: 5742080 | consumed tokens: 11759779840 | elapsed time per iteration (s): 0.37 | learning rate: 1.469E-04 | global batch size: 256 | lm loss: 3.502731E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.674 | TFLOPs: 31.96 | 7: iteration 22440/ 60336 | consumed samples: 5744640 | consumed tokens: 11765022720 | elapsed time per iteration (s): 0.37 | learning rate: 1.469E-04 | global batch size: 256 | lm loss: 3.495626E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.892 | TFLOPs: 32.20 | 7: iteration 22450/ 60336 | consumed samples: 5747200 | consumed tokens: 11770265600 | elapsed time per iteration (s): 0.37 | learning rate: 1.468E-04 | global batch size: 256 | lm loss: 3.497521E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.589 | TFLOPs: 32.14 | 7: iteration 22460/ 60336 | consumed samples: 5749760 | consumed tokens: 11775508480 | elapsed time per iteration (s): 0.37 | learning rate: 1.468E-04 | global batch size: 256 | lm loss: 3.495574E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.840 | TFLOPs: 32.11 | 7: iteration 22470/ 60336 | consumed samples: 5752320 | consumed tokens: 11780751360 | elapsed time per iteration (s): 0.37 | learning rate: 1.468E-04 | global batch size: 256 | lm loss: 3.495523E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.720 | TFLOPs: 32.10 | 7: iteration 22480/ 60336 | consumed samples: 5754880 | consumed tokens: 11785994240 | elapsed time per iteration (s): 0.37 | learning rate: 1.467E-04 | global batch size: 256 | lm loss: 3.500375E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.363 | TFLOPs: 32.13 | 7: iteration 22490/ 60336 | consumed samples: 5757440 | consumed tokens: 11791237120 | elapsed time per iteration (s): 0.37 | learning rate: 1.467E-04 | global batch size: 256 | lm loss: 3.493570E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.906 | TFLOPs: 32.11 | 7: iteration 22500/ 60336 | consumed samples: 5760000 | consumed tokens: 11796480000 | elapsed time per iteration (s): 0.37 | learning rate: 1.466E-04 | global batch size: 256 | lm loss: 3.494781E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.144 | TFLOPs: 32.07 | 7: iteration 22510/ 60336 | consumed samples: 5762560 | consumed tokens: 11801722880 | elapsed time per iteration (s): 0.38 | learning rate: 1.466E-04 | global batch size: 256 | lm loss: 3.495259E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.432 | TFLOPs: 31.81 | 7: iteration 22520/ 60336 | consumed samples: 5765120 | consumed tokens: 11806965760 | elapsed time per iteration (s): 0.37 | learning rate: 1.465E-04 | global batch size: 256 | lm loss: 3.496844E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.618 | TFLOPs: 32.14 | 7: iteration 22530/ 60336 | consumed samples: 5767680 | consumed tokens: 11812208640 | elapsed time per iteration (s): 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consumed samples: 5783040 | consumed tokens: 11843665920 | elapsed time per iteration (s): 0.37 | learning rate: 1.462E-04 | global batch size: 256 | lm loss: 3.494067E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.502 | TFLOPs: 32.14 | 7: iteration 22600/ 60336 | consumed samples: 5785600 | consumed tokens: 11848908800 | elapsed time per iteration (s): 0.37 | learning rate: 1.462E-04 | global batch size: 256 | lm loss: 3.497926E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.151 | TFLOPs: 32.12 | 7: iteration 22610/ 60336 | consumed samples: 5788160 | consumed tokens: 11854151680 | elapsed time per iteration (s): 0.37 | learning rate: 1.462E-04 | global batch size: 256 | lm loss: 3.498493E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.419 | TFLOPs: 32.13 | 7: iteration 22620/ 60336 | consumed samples: 5790720 | consumed tokens: 11859394560 | elapsed time per iteration (s): 0.37 | learning rate: 1.461E-04 | global batch size: 256 | lm loss: 3.497427E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.130 | TFLOPs: 32.12 | 7: iteration 22630/ 60336 | consumed samples: 5793280 | consumed tokens: 11864637440 | elapsed time per iteration (s): 0.37 | learning rate: 1.461E-04 | global batch size: 256 | lm loss: 3.495276E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.416 | TFLOPs: 32.13 | 7: iteration 22640/ 60336 | consumed samples: 5795840 | consumed tokens: 11869880320 | elapsed time per iteration (s): 0.37 | learning rate: 1.460E-04 | global batch size: 256 | lm loss: 3.494491E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.680 | TFLOPs: 32.15 | 7: iteration 22650/ 60336 | consumed samples: 5798400 | consumed tokens: 11875123200 | elapsed time per iteration (s): 0.37 | learning rate: 1.460E-04 | global batch size: 256 | lm loss: 3.500780E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.289 | TFLOPs: 32.13 | 7: iteration 22660/ 60336 | consumed samples: 5800960 | consumed tokens: 11880366080 | elapsed time per iteration (s): 0.37 | learning rate: 1.459E-04 | global batch size: 256 | lm loss: 3.492453E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.026 | TFLOPs: 32.11 | 7: iteration 22670/ 60336 | consumed samples: 5803520 | consumed tokens: 11885608960 | elapsed time per iteration (s): 0.37 | learning rate: 1.459E-04 | global batch size: 256 | lm loss: 3.502469E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.557 | TFLOPs: 32.14 | 7: iteration 22680/ 60336 | consumed samples: 5806080 | consumed tokens: 11890851840 | elapsed time per iteration (s): 0.37 | learning rate: 1.458E-04 | global batch size: 256 | lm loss: 3.499900E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.598 | TFLOPs: 32.14 | 7: iteration 22690/ 60336 | consumed samples: 5808640 | consumed tokens: 11896094720 | elapsed time per iteration (s): 0.37 | learning rate: 1.458E-04 | global batch size: 256 | lm loss: 3.493104E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.356 | TFLOPs: 32.13 | 7: iteration 22700/ 60336 | consumed samples: 5811200 | consumed tokens: 11901337600 | elapsed time per iteration (s): 0.37 | learning rate: 1.458E-04 | global batch size: 256 | lm loss: 3.503993E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.545 | TFLOPs: 32.14 | 7: iteration 22710/ 60336 | consumed samples: 5813760 | consumed tokens: 11906580480 | elapsed time per iteration (s): 0.37 | learning rate: 1.457E-04 | global batch size: 256 | lm loss: 3.499586E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.557 | TFLOPs: 32.14 | 7: iteration 22720/ 60336 | consumed samples: 5816320 | consumed tokens: 11911823360 | elapsed time per iteration (s): 0.37 | learning rate: 1.457E-04 | global batch size: 256 | lm loss: 3.490653E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.762 | TFLOPs: 32.15 | 7: iteration 22730/ 60336 | consumed samples: 5818880 | consumed tokens: 11917066240 | elapsed time per iteration (s): 0.37 | learning rate: 1.456E-04 | global batch size: 256 | lm loss: 3.495574E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.214 | TFLOPs: 32.12 | 7: iteration 22740/ 60336 | consumed samples: 5821440 | consumed tokens: 11922309120 | elapsed time per iteration (s): 0.37 | learning rate: 1.456E-04 | global batch size: 256 | lm loss: 3.492039E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.202 | TFLOPs: 32.12 | 7: iteration 22750/ 60336 | consumed samples: 5824000 | consumed tokens: 11927552000 | elapsed time per iteration (s): 0.37 | learning rate: 1.455E-04 | global batch size: 256 | lm loss: 3.496949E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.447 | TFLOPs: 32.13 | 7: iteration 22760/ 60336 | consumed samples: 5826560 | consumed tokens: 11932794880 | elapsed time per iteration (s): 0.37 | learning rate: 1.455E-04 | global batch size: 256 | lm loss: 3.490717E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.623 | TFLOPs: 32.14 | 7: iteration 22770/ 60336 | consumed samples: 5829120 | consumed tokens: 11938037760 | elapsed time per iteration (s): 0.37 | learning rate: 1.455E-04 | global batch size: 256 | lm loss: 3.490438E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.730 | TFLOPs: 32.15 | 7: iteration 22780/ 60336 | consumed samples: 5831680 | consumed tokens: 11943280640 | elapsed time per iteration (s): 0.37 | learning rate: 1.454E-04 | global batch size: 256 | lm loss: 3.497120E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.451 | TFLOPs: 32.13 | 7: iteration 22790/ 60336 | consumed samples: 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size: 256 | lm loss: 3.494205E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.467 | TFLOPs: 32.14 | 7: iteration 22940/ 60336 | consumed samples: 5872640 | consumed tokens: 12027166720 | elapsed time per iteration (s): 0.37 | learning rate: 1.447E-04 | global batch size: 256 | lm loss: 3.485300E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.770 | TFLOPs: 32.15 | 7: iteration 22950/ 60336 | consumed samples: 5875200 | consumed tokens: 12032409600 | elapsed time per iteration (s): 0.37 | learning rate: 1.447E-04 | global batch size: 256 | lm loss: 3.498807E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.087 | TFLOPs: 32.16 | 7: iteration 22960/ 60336 | consumed samples: 5877760 | consumed tokens: 12037652480 | elapsed time per iteration (s): 0.37 | learning rate: 1.446E-04 | global batch size: 256 | lm loss: 3.490678E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.560 | TFLOPs: 32.19 | 7: iteration 22970/ 60336 | consumed samples: 5880320 | consumed tokens: 12042895360 | elapsed time per iteration (s): 0.37 | learning rate: 1.446E-04 | global batch size: 256 | lm loss: 3.488408E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.679 | TFLOPs: 32.19 | 7: iteration 22980/ 60336 | consumed samples: 5882880 | consumed tokens: 12048138240 | elapsed time per iteration (s): 0.37 | learning rate: 1.445E-04 | global batch size: 256 | lm loss: 3.493154E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.088 | TFLOPs: 32.21 | 7: iteration 22990/ 60336 | consumed samples: 5885440 | consumed tokens: 12053381120 | elapsed time per iteration (s): 0.37 | learning rate: 1.445E-04 | global batch size: 256 | lm loss: 3.495382E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.960 | TFLOPs: 32.20 | 7: iteration 23000/ 60336 | consumed samples: 5888000 | consumed tokens: 12058624000 | elapsed time per iteration (s): 0.37 | learning rate: 1.445E-04 | global batch size: 256 | lm loss: 3.493937E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.220 | TFLOPs: 31.94 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 23000 | lm loss value: 3.915422E+00 | lm loss PPL: 5.017023E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 23000 to checkpoints_146m32b100mdedup 0: [2023-03-17 02:18:51,453] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step23000 is begin to save! 0: [2023-03-17 02:18:51,457] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step23000/layer_01-model_00-model_states.pt... 0: [2023-03-17 02:18:51,550] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step23000/layer_01-model_00-model_states.pt. 0: [2023-03-17 02:18:51,550] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step23000/layer_03-model_00-model_states.pt... 0: [2023-03-17 02:18:51,566] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step23000/layer_03-model_00-model_states.pt. 0: [2023-03-17 02:18:51,566] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step23000/layer_04-model_00-model_states.pt... 0: [2023-03-17 02:18:51,582] 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[2023-03-17 02:18:51,762] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt 4: [2023-03-17 02:18:51,762] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 4: [2023-03-17 02:18:51,762] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt 4: [2023-03-17 02:18:51,762] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 5: [2023-03-17 02:18:51,763] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 0: [2023-03-17 02:18:51,841] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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Saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 3: [2023-03-17 02:18:51,932] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 6: [2023-03-17 02:18:51,822] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:18:51,822] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-17 02:18:51,823] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-17 02:18:51,823] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 6: [2023-03-17 02:18:51,823] [INFO] [torch_checkpoint_engine.py:27:commit] 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[INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 0: [2023-03-17 02:18:51,851] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt. 0: [2023-03-17 02:18:51,851] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 0: [2023-03-17 02:18:51,851] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 4: [2023-03-17 02:18:51,774] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:18:51,774] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-17 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checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 2: [2023-03-17 02:18:51,775] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 02:18:51,775] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-17 02:18:51,775] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-17 02:18:51,775] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 2: [2023-03-17 02:18:51,775] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 2: [2023-03-17 02:18:51,775] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 2: [2023-03-17 02:18:51,775] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 2: [2023-03-17 02:18:51,775] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:18:51,775] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:18:51,775] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:18:51,775] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-17 02:18:51,775] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-17 02:18:51,775] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-17 02:18:51,775] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 2: [2023-03-17 02:18:51,775] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 2: [2023-03-17 02:18:51,775] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 2: [2023-03-17 02:18:51,775] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:18:51,775] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 02:18:51,775] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 4: [2023-03-17 02:18:51,775] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:18:51,775] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:18:51,775] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-17 02:18:51,775] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 4: [2023-03-17 02:18:51,775] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 4: [2023-03-17 02:18:51,775] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 7: [2023-03-17 02:18:51,775] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-17 02:18:51,775] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt. 7: [2023-03-17 02:18:51,775] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-17 02:18:51,776] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt 7: [2023-03-17 02:18:51,776] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 7: [2023-03-17 02:18:51,776] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 6: [2023-03-17 02:18:51,835] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:18:51,835] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-17 02:18:51,835] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 0: [2023-03-17 02:18:51,867] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step23000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 02:18:51,867] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now! 0: successfully saved checkpoint at iteration 23000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 417.43 7: iteration 23010/ 60336 | consumed samples: 5890560 | consumed tokens: 12063866880 | elapsed time per iteration (s): 0.42 | learning rate: 1.444E-04 | global batch size: 256 | lm loss: 3.502393E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 606.662 | TFLOPs: 28.32 | 7: iteration 23020/ 60336 | consumed samples: 5893120 | consumed tokens: 12069109760 | elapsed time per iteration (s): 0.37 | learning rate: 1.444E-04 | global batch size: 256 | lm loss: 3.490219E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.643 | TFLOPs: 32.19 | 7: iteration 23030/ 60336 | consumed samples: 5895680 | consumed tokens: 12074352640 | elapsed time per iteration (s): 0.37 | learning rate: 1.443E-04 | global batch size: 256 | lm loss: 3.494951E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.954 | TFLOPs: 32.20 | 7: iteration 23040/ 60336 | consumed samples: 5898240 | consumed tokens: 12079595520 | elapsed time per iteration (s): 0.37 | learning rate: 1.443E-04 | global batch size: 256 | lm loss: 3.495449E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.782 | TFLOPs: 32.15 | 7: iteration 23050/ 60336 | consumed samples: 5900800 | consumed tokens: 12084838400 | elapsed time per iteration (s): 0.37 | learning rate: 1.442E-04 | global batch size: 256 | lm loss: 3.498837E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.491 | TFLOPs: 32.14 | 7: iteration 23060/ 60336 | consumed samples: 5903360 | consumed tokens: 12090081280 | elapsed time per iteration (s): 0.37 | learning rate: 1.442E-04 | global batch size: 256 | lm loss: 3.497793E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.784 | TFLOPs: 31.96 | 7: iteration 23070/ 60336 | consumed samples: 5905920 | consumed tokens: 12095324160 | elapsed time per iteration (s): 0.37 | learning rate: 1.441E-04 | global batch size: 256 | lm loss: 3.491171E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.903 | TFLOPs: 32.16 | 7: iteration 23080/ 60336 | consumed samples: 5908480 | consumed tokens: 12100567040 | elapsed time per iteration (s): 0.37 | learning rate: 1.441E-04 | global batch size: 256 | lm loss: 3.493945E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.823 | TFLOPs: 32.15 | 7: iteration 23090/ 60336 | consumed samples: 5911040 | consumed tokens: 12105809920 | elapsed time per iteration (s): 0.37 | learning rate: 1.441E-04 | global batch size: 256 | lm loss: 3.491262E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.693 | TFLOPs: 32.15 | 7: iteration 23100/ 60336 | consumed samples: 5913600 | consumed tokens: 12111052800 | elapsed time per iteration (s): 0.37 | learning rate: 1.440E-04 | global batch size: 256 | lm loss: 3.499728E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.797 | TFLOPs: 32.15 | 7: iteration 23110/ 60336 | consumed samples: 5916160 | consumed tokens: 12116295680 | elapsed time per iteration (s): 0.37 | learning rate: 1.440E-04 | global batch size: 256 | lm loss: 3.492922E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.532 | TFLOPs: 32.14 | 7: iteration 23120/ 60336 | consumed samples: 5918720 | consumed tokens: 12121538560 | elapsed time per iteration (s): 0.37 | learning rate: 1.439E-04 | global batch size: 256 | lm loss: 3.489922E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.790 | TFLOPs: 32.15 | 7: iteration 23130/ 60336 | consumed samples: 5921280 | consumed tokens: 12126781440 | elapsed time per iteration (s): 0.37 | learning rate: 1.439E-04 | global batch size: 256 | lm loss: 3.494756E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.724 | TFLOPs: 32.15 | 7: iteration 23140/ 60336 | consumed samples: 5923840 | consumed tokens: 12132024320 | elapsed time per iteration (s): 0.37 | learning rate: 1.438E-04 | global batch size: 256 | lm loss: 3.490569E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.547 | TFLOPs: 32.14 | 7: iteration 23150/ 60336 | consumed samples: 5926400 | consumed tokens: 12137267200 | elapsed time per iteration (s): 0.37 | learning rate: 1.438E-04 | global batch size: 256 | lm loss: 3.497136E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.937 | TFLOPs: 32.16 | 7: iteration 23160/ 60336 | consumed samples: 5928960 | consumed tokens: 12142510080 | elapsed time per iteration (s): 0.37 | learning rate: 1.438E-04 | global batch size: 256 | lm loss: 3.494450E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.864 | TFLOPs: 32.15 | 7: iteration 23170/ 60336 | consumed samples: 5931520 | consumed tokens: 12147752960 | elapsed time per iteration (s): 0.37 | learning rate: 1.437E-04 | global batch size: 256 | lm loss: 3.491107E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.586 | TFLOPs: 32.14 | 7: iteration 23180/ 60336 | consumed samples: 5934080 | consumed tokens: 12152995840 | elapsed time per iteration (s): 0.37 | learning rate: 1.437E-04 | global batch size: 256 | lm loss: 3.497883E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.771 | TFLOPs: 32.15 | 7: iteration 23190/ 60336 | consumed samples: 5936640 | consumed tokens: 12158238720 | elapsed time per iteration (s): 0.37 | learning rate: 1.436E-04 | global batch size: 256 | lm loss: 3.491241E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.632 | TFLOPs: 32.14 | 7: iteration 23200/ 60336 | consumed samples: 5939200 | consumed tokens: 12163481600 | elapsed time per iteration (s): 0.37 | learning rate: 1.436E-04 | global batch size: 256 | lm loss: 3.491278E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.637 | TFLOPs: 32.14 | 7: iteration 23210/ 60336 | consumed samples: 5941760 | consumed tokens: 12168724480 | elapsed time per iteration (s): 0.37 | learning rate: 1.435E-04 | global batch size: 256 | lm loss: 3.495041E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.476 | TFLOPs: 32.14 | 7: iteration 23220/ 60336 | consumed samples: 5944320 | consumed tokens: 12173967360 | elapsed time per iteration (s): 0.37 | learning rate: 1.435E-04 | global batch size: 256 | lm loss: 3.499209E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.154 | 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iterations: 0 | samples per second: 688.408 | TFLOPs: 32.13 | 7: iteration 23260/ 60336 | consumed samples: 5954560 | consumed tokens: 12194938880 | elapsed time per iteration (s): 0.37 | learning rate: 1.433E-04 | global batch size: 256 | lm loss: 3.486237E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.101 | TFLOPs: 32.12 | 7: iteration 23270/ 60336 | consumed samples: 5957120 | consumed tokens: 12200181760 | elapsed time per iteration (s): 0.37 | learning rate: 1.433E-04 | global batch size: 256 | lm loss: 3.490314E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.775 | TFLOPs: 32.15 | 7: iteration 23280/ 60336 | consumed samples: 5959680 | consumed tokens: 12205424640 | elapsed time per iteration (s): 0.38 | learning rate: 1.432E-04 | global batch size: 256 | lm loss: 3.487352E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.843 | TFLOPs: 31.50 | 7: iteration 23290/ 60336 | consumed samples: 5962240 | consumed tokens: 12210667520 | elapsed time per iteration (s): 0.37 | learning rate: 1.432E-04 | global batch size: 256 | lm loss: 3.490854E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.382 | TFLOPs: 32.13 | 7: iteration 23300/ 60336 | consumed samples: 5964800 | consumed tokens: 12215910400 | elapsed time per iteration (s): 0.37 | learning rate: 1.431E-04 | global batch size: 256 | lm loss: 3.494091E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.315 | TFLOPs: 32.13 | 7: iteration 23310/ 60336 | consumed samples: 5967360 | consumed tokens: 12221153280 | elapsed time per iteration (s): 0.37 | learning rate: 1.431E-04 | global batch size: 256 | lm loss: 3.491293E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.771 | TFLOPs: 32.15 | 7: iteration 23320/ 60336 | consumed samples: 5969920 | consumed tokens: 12226396160 | elapsed time per iteration (s): 0.37 | learning rate: 1.431E-04 | global batch size: 256 | lm loss: 3.485952E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.123 | TFLOPs: 32.17 | 7: iteration 23330/ 60336 | consumed samples: 5972480 | consumed tokens: 12231639040 | elapsed time per iteration (s): 0.37 | learning rate: 1.430E-04 | global batch size: 256 | lm loss: 3.487218E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.958 | TFLOPs: 32.16 | 7: iteration 23340/ 60336 | consumed samples: 5975040 | consumed tokens: 12236881920 | elapsed time per iteration (s): 0.37 | learning rate: 1.430E-04 | global batch size: 256 | lm loss: 3.489504E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.508 | TFLOPs: 32.18 | 7: iteration 23350/ 60336 | consumed samples: 5977600 | consumed tokens: 12242124800 | elapsed time per iteration (s): 0.37 | learning rate: 1.429E-04 | global batch size: 256 | lm loss: 3.490137E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.543 | TFLOPs: 32.19 | 7: iteration 23360/ 60336 | consumed samples: 5980160 | consumed tokens: 12247367680 | elapsed time per iteration (s): 0.37 | learning rate: 1.429E-04 | global batch size: 256 | lm loss: 3.484673E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.545 | TFLOPs: 32.19 | 7: iteration 23370/ 60336 | consumed samples: 5982720 | consumed tokens: 12252610560 | elapsed time per iteration (s): 0.37 | learning rate: 1.428E-04 | global batch size: 256 | lm loss: 3.495098E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.878 | TFLOPs: 32.20 | 7: iteration 23380/ 60336 | consumed samples: 5985280 | consumed tokens: 12257853440 | elapsed time per iteration (s): 0.37 | learning rate: 1.428E-04 | global batch size: 256 | lm loss: 3.493033E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.507 | TFLOPs: 32.18 | 7: iteration 23390/ 60336 | consumed samples: 5987840 | consumed tokens: 12263096320 | elapsed time per iteration (s): 0.37 | learning rate: 1.427E-04 | global batch size: 256 | lm loss: 3.491750E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.293 | TFLOPs: 32.17 | 7: iteration 23400/ 60336 | consumed samples: 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iteration 23430/ 60336 | consumed samples: 5998080 | consumed tokens: 12284067840 | elapsed time per iteration (s): 0.37 | learning rate: 1.426E-04 | global batch size: 256 | lm loss: 3.488691E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.166 | TFLOPs: 32.17 | 7: iteration 23440/ 60336 | consumed samples: 6000640 | consumed tokens: 12289310720 | elapsed time per iteration (s): 0.37 | learning rate: 1.425E-04 | global batch size: 256 | lm loss: 3.494066E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.619 | TFLOPs: 32.19 | 7: iteration 23450/ 60336 | consumed samples: 6003200 | consumed tokens: 12294553600 | elapsed time per iteration (s): 0.37 | learning rate: 1.425E-04 | global batch size: 256 | lm loss: 3.491739E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.728 | TFLOPs: 32.19 | 7: iteration 23460/ 60336 | consumed samples: 6005760 | consumed tokens: 12299796480 | elapsed time per iteration (s): 0.37 | learning rate: 1.424E-04 | global batch size: 256 | lm loss: 3.483728E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.614 | TFLOPs: 32.19 | 7: iteration 23470/ 60336 | consumed samples: 6008320 | consumed tokens: 12305039360 | elapsed time per iteration (s): 0.37 | learning rate: 1.424E-04 | global batch size: 256 | lm loss: 3.485804E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.595 | TFLOPs: 32.19 | 7: iteration 23480/ 60336 | consumed samples: 6010880 | consumed tokens: 12310282240 | elapsed time per iteration (s): 0.37 | learning rate: 1.423E-04 | global batch size: 256 | lm loss: 3.489066E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.443 | TFLOPs: 32.18 | 7: iteration 23490/ 60336 | consumed samples: 6013440 | consumed tokens: 12315525120 | elapsed time per iteration (s): 0.37 | learning rate: 1.423E-04 | global batch size: 256 | lm loss: 3.490019E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.116 | TFLOPs: 32.17 | 7: iteration 23500/ 60336 | consumed samples: 6016000 | consumed tokens: 12320768000 | elapsed time per iteration (s): 0.37 | learning rate: 1.423E-04 | global batch size: 256 | lm loss: 3.483658E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.335 | TFLOPs: 32.18 | 7: iteration 23510/ 60336 | consumed samples: 6018560 | consumed tokens: 12326010880 | elapsed time per iteration (s): 0.37 | learning rate: 1.422E-04 | global batch size: 256 | lm loss: 3.479345E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.447 | TFLOPs: 32.18 | 7: iteration 23520/ 60336 | consumed samples: 6021120 | consumed tokens: 12331253760 | elapsed time per iteration (s): 0.37 | learning rate: 1.422E-04 | global batch size: 256 | lm loss: 3.493670E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.743 | TFLOPs: 32.19 | 7: iteration 23530/ 60336 | consumed samples: 6023680 | consumed tokens: 12336496640 | elapsed time per iteration (s): 0.37 | learning rate: 1.421E-04 | global batch size: 256 | lm loss: 3.491544E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.342 | TFLOPs: 32.18 | 7: iteration 23540/ 60336 | consumed samples: 6026240 | consumed tokens: 12341739520 | elapsed time per iteration (s): 0.37 | learning rate: 1.421E-04 | global batch size: 256 | lm loss: 3.482020E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.527 | TFLOPs: 32.18 | 7: iteration 23550/ 60336 | consumed samples: 6028800 | consumed tokens: 12346982400 | elapsed time per iteration (s): 0.37 | learning rate: 1.420E-04 | global batch size: 256 | lm loss: 3.486035E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.448 | TFLOPs: 32.18 | 7: iteration 23560/ 60336 | consumed samples: 6031360 | consumed tokens: 12352225280 | elapsed time per iteration (s): 0.37 | learning rate: 1.420E-04 | global batch size: 256 | lm loss: 3.487823E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.526 | TFLOPs: 32.18 | 7: iteration 23570/ 60336 | consumed samples: 6033920 | consumed tokens: 12357468160 | elapsed time per iteration (s): 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consumed samples: 6049280 | consumed tokens: 12388925440 | elapsed time per iteration (s): 0.37 | learning rate: 1.417E-04 | global batch size: 256 | lm loss: 3.485227E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.028 | TFLOPs: 32.21 | 7: iteration 23640/ 60336 | consumed samples: 6051840 | consumed tokens: 12394168320 | elapsed time per iteration (s): 0.37 | learning rate: 1.416E-04 | global batch size: 256 | lm loss: 3.482634E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.727 | TFLOPs: 32.19 | 7: iteration 23650/ 60336 | consumed samples: 6054400 | consumed tokens: 12399411200 | elapsed time per iteration (s): 0.37 | learning rate: 1.416E-04 | global batch size: 256 | lm loss: 3.488376E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.243 | 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iterations: 0 | samples per second: 690.143 | TFLOPs: 32.21 | 7: iteration 23690/ 60336 | consumed samples: 6064640 | consumed tokens: 12420382720 | elapsed time per iteration (s): 0.37 | learning rate: 1.414E-04 | global batch size: 256 | lm loss: 3.490061E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.986 | TFLOPs: 32.21 | 7: iteration 23700/ 60336 | consumed samples: 6067200 | consumed tokens: 12425625600 | elapsed time per iteration (s): 0.37 | learning rate: 1.414E-04 | global batch size: 256 | lm loss: 3.488287E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.077 | TFLOPs: 32.21 | 7: iteration 23710/ 60336 | consumed samples: 6069760 | consumed tokens: 12430868480 | elapsed time per iteration (s): 0.37 | learning rate: 1.413E-04 | global batch size: 256 | lm loss: 3.476516E+00 | grad norm: 0.245 | num zeros: 0.0 | 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1.411E-04 | global batch size: 256 | lm loss: 3.483512E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.708 | TFLOPs: 32.24 | 7: iteration 23780/ 60336 | consumed samples: 6087680 | consumed tokens: 12467568640 | elapsed time per iteration (s): 0.37 | learning rate: 1.410E-04 | global batch size: 256 | lm loss: 3.487801E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.514 | TFLOPs: 32.23 | 7: iteration 23790/ 60336 | consumed samples: 6090240 | consumed tokens: 12472811520 | elapsed time per iteration (s): 0.37 | learning rate: 1.410E-04 | global batch size: 256 | lm loss: 3.484884E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.483 | TFLOPs: 32.23 | 7: iteration 23800/ 60336 | consumed samples: 6092800 | consumed tokens: 12478054400 | elapsed time per iteration (s): 0.37 | learning rate: 1.409E-04 | global batch size: 256 | lm loss: 3.477486E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.348 | TFLOPs: 32.22 | 7: iteration 23810/ 60336 | consumed samples: 6095360 | consumed tokens: 12483297280 | elapsed time per iteration (s): 0.37 | learning rate: 1.409E-04 | global batch size: 256 | lm loss: 3.485298E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.322 | TFLOPs: 32.22 | 7: iteration 23820/ 60336 | consumed samples: 6097920 | consumed tokens: 12488540160 | elapsed time per iteration (s): 0.37 | learning rate: 1.408E-04 | global batch size: 256 | lm loss: 3.484909E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.402 | TFLOPs: 32.23 | 7: iteration 23830/ 60336 | consumed samples: 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samples per second: 690.295 | TFLOPs: 32.22 | 7: iteration 23890/ 60336 | consumed samples: 6115840 | consumed tokens: 12525240320 | elapsed time per iteration (s): 0.37 | learning rate: 1.405E-04 | global batch size: 256 | lm loss: 3.489295E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.384 | TFLOPs: 32.22 | 7: iteration 23900/ 60336 | consumed samples: 6118400 | consumed tokens: 12530483200 | elapsed time per iteration (s): 0.37 | learning rate: 1.405E-04 | global batch size: 256 | lm loss: 3.479681E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.151 | TFLOPs: 32.03 | 7: iteration 23910/ 60336 | consumed samples: 6120960 | consumed tokens: 12535726080 | elapsed time per iteration (s): 0.37 | learning rate: 1.404E-04 | global batch size: 256 | lm loss: 3.485100E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.524 | TFLOPs: 32.23 | 7: iteration 23920/ 60336 | consumed samples: 6123520 | consumed tokens: 12540968960 | elapsed time per iteration (s): 0.37 | learning rate: 1.404E-04 | global batch size: 256 | lm loss: 3.484038E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.899 | TFLOPs: 32.06 | 7: iteration 23930/ 60336 | consumed samples: 6126080 | consumed tokens: 12546211840 | elapsed time per iteration (s): 0.37 | learning rate: 1.403E-04 | global batch size: 256 | lm loss: 3.480747E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.687 | TFLOPs: 32.24 | 7: iteration 23940/ 60336 | consumed samples: 6128640 | consumed tokens: 12551454720 | elapsed time per iteration (s): 0.37 | learning rate: 1.403E-04 | global batch size: 256 | lm loss: 3.484960E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.408 | TFLOPs: 32.23 | 7: iteration 23950/ 60336 | consumed samples: 6131200 | consumed tokens: 12556697600 | elapsed time per iteration (s): 0.37 | learning rate: 1.403E-04 | global batch size: 256 | lm loss: 3.481954E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.127 | TFLOPs: 32.21 | 7: iteration 23960/ 60336 | consumed samples: 6133760 | consumed tokens: 12561940480 | elapsed time per iteration (s): 0.37 | learning rate: 1.402E-04 | global batch size: 256 | lm loss: 3.487691E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.838 | TFLOPs: 32.25 | 7: iteration 23970/ 60336 | consumed samples: 6136320 | consumed tokens: 12567183360 | elapsed time per iteration (s): 0.37 | learning rate: 1.402E-04 | global batch size: 256 | lm loss: 3.489880E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.523 | TFLOPs: 32.23 | 7: iteration 23980/ 60336 | consumed samples: 6138880 | consumed tokens: 12572426240 | elapsed time per iteration (s): 0.37 | learning rate: 1.401E-04 | global batch size: 256 | lm loss: 3.478003E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.913 | TFLOPs: 32.25 | 7: iteration 23990/ 60336 | consumed samples: 6141440 | consumed tokens: 12577669120 | elapsed time per iteration (s): 0.37 | learning rate: 1.401E-04 | global batch size: 256 | lm loss: 3.479956E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.742 | TFLOPs: 32.24 | 0: [2023-03-17 02:25:03,257] [INFO] [logging.py:68:log_dist] [Rank 0] step=24000, skipped=0, lr=[0.00014003669483463215, 0.00014003669483463215, 0.00014003669483463215], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 24000/ 60336 | consumed samples: 6144000 | consumed tokens: 12582912000 | elapsed time per iteration (s): 0.37 | learning rate: 1.400E-04 | global batch size: 256 | lm loss: 3.485689E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.002 | TFLOPs: 32.25 | 0: steps: 24000 loss: 3.4782 iter time (s): 0.370 samples/sec: 691.406 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 24000 | lm loss value: 3.941110E+00 | lm loss PPL: 5.147570E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 24000 to checkpoints_146m32b100mdedup 0: [2023-03-17 02:25:03,382] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step24000 is begin 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checkpoints_146m32b100mdedup/global_step24000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 1: [2023-03-17 02:25:03,690] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step24000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 4: [2023-03-17 02:25:03,691] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 1: [2023-03-17 02:25:03,691] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 0: [2023-03-17 02:25:03,768] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step24000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt. 0: [2023-03-17 02:25:03,768] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step24000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 0: [2023-03-17 02:25:03,768] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] 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[INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 3: [2023-03-17 02:25:03,861] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step24000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt. 3: [2023-03-17 02:25:03,861] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step24000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-17 02:25:03,861] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step24000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-17 02:25:03,861] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step24000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-17 02:25:03,861] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 3: [2023-03-17 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checkpoints_146m32b100mdedup/global_step24000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-17 02:25:03,698] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step24000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:25:03,698] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 2: [2023-03-17 02:25:03,698] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step24000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 02:25:03,698] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 5: [2023-03-17 02:25:03,688] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step24000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 5: [2023-03-17 02:25:03,688] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint 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bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step24000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-17 02:25:03,761] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 6: [2023-03-17 02:25:03,761] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 6: [2023-03-17 02:25:03,761] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 6: [2023-03-17 02:25:03,761] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 0: [2023-03-17 02:25:03,787] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step24000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 02:25:03,787] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now! 0: successfully saved checkpoint at iteration 24000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 412.35 7: iteration 24010/ 60336 | consumed samples: 6146560 | consumed tokens: 12588154880 | elapsed time per iteration (s): 0.42 | learning rate: 1.400E-04 | global batch size: 256 | lm loss: 3.484906E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 604.899 | TFLOPs: 28.23 | 7: iteration 24020/ 60336 | consumed samples: 6149120 | consumed tokens: 12593397760 | elapsed time per iteration (s): 0.37 | learning rate: 1.399E-04 | global batch size: 256 | lm loss: 3.484295E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.751 | TFLOPs: 32.24 | 7: iteration 24030/ 60336 | consumed samples: 6151680 | consumed tokens: 12598640640 | elapsed time per iteration (s): 0.37 | learning rate: 1.399E-04 | global batch size: 256 | lm loss: 3.485152E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.957 | TFLOPs: 32.25 | 7: iteration 24040/ 60336 | consumed samples: 6154240 | consumed tokens: 12603883520 | elapsed time per iteration (s): 0.37 | learning rate: 1.399E-04 | global batch size: 256 | lm loss: 3.487051E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.026 | TFLOPs: 32.25 | 7: iteration 24050/ 60336 | consumed samples: 6156800 | consumed tokens: 12609126400 | elapsed time per iteration (s): 0.37 | learning rate: 1.398E-04 | global batch size: 256 | lm loss: 3.482229E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.793 | TFLOPs: 32.24 | 7: iteration 24060/ 60336 | consumed samples: 6159360 | consumed tokens: 12614369280 | elapsed time per iteration (s): 0.37 | learning rate: 1.398E-04 | global batch size: 256 | lm loss: 3.483850E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.936 | TFLOPs: 32.25 | 7: iteration 24070/ 60336 | consumed samples: 6161920 | consumed tokens: 12619612160 | elapsed time per iteration (s): 0.37 | learning rate: 1.397E-04 | global batch size: 256 | lm loss: 3.491111E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.841 | TFLOPs: 32.25 | 7: iteration 24080/ 60336 | consumed samples: 6164480 | consumed tokens: 12624855040 | elapsed time per iteration (s): 0.37 | learning rate: 1.397E-04 | global batch size: 256 | lm loss: 3.477854E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.930 | TFLOPs: 32.25 | 7: iteration 24090/ 60336 | consumed samples: 6167040 | consumed tokens: 12630097920 | elapsed time per iteration (s): 0.37 | learning rate: 1.396E-04 | global batch size: 256 | lm loss: 3.485642E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.857 | TFLOPs: 31.87 | 7: iteration 24100/ 60336 | consumed samples: 6169600 | consumed tokens: 12635340800 | elapsed time per iteration (s): 0.37 | learning rate: 1.396E-04 | global batch size: 256 | lm loss: 3.475339E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.664 | TFLOPs: 32.24 | 7: iteration 24110/ 60336 | consumed samples: 6172160 | consumed tokens: 12640583680 | elapsed time per iteration (s): 0.37 | learning rate: 1.395E-04 | global batch size: 256 | lm loss: 3.482314E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.616 | TFLOPs: 32.24 | 7: iteration 24120/ 60336 | consumed samples: 6174720 | consumed tokens: 12645826560 | elapsed time per iteration (s): 0.37 | learning rate: 1.395E-04 | global batch size: 256 | lm loss: 3.480293E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.964 | TFLOPs: 32.20 | 7: iteration 24130/ 60336 | consumed samples: 6177280 | consumed tokens: 12651069440 | elapsed time per iteration (s): 0.37 | learning rate: 1.395E-04 | global batch size: 256 | lm loss: 3.486230E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.274 | TFLOPs: 32.17 | 7: iteration 24140/ 60336 | consumed samples: 6179840 | consumed tokens: 12656312320 | elapsed time per iteration (s): 0.37 | learning rate: 1.394E-04 | global batch size: 256 | lm loss: 3.481399E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.286 | TFLOPs: 32.17 | 7: iteration 24150/ 60336 | consumed samples: 6182400 | consumed tokens: 12661555200 | elapsed time per iteration (s): 0.37 | learning rate: 1.394E-04 | global batch size: 256 | lm loss: 3.485298E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.396 | TFLOPs: 32.18 | 7: iteration 24160/ 60336 | consumed samples: 6184960 | consumed tokens: 12666798080 | elapsed time per iteration (s): 0.37 | learning rate: 1.393E-04 | global batch size: 256 | lm loss: 3.480790E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.422 | TFLOPs: 32.18 | 7: iteration 24170/ 60336 | consumed samples: 6187520 | consumed tokens: 12672040960 | elapsed time per iteration (s): 0.37 | learning rate: 1.393E-04 | global batch size: 256 | lm loss: 3.478533E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.265 | TFLOPs: 32.17 | 7: iteration 24180/ 60336 | consumed samples: 6190080 | consumed tokens: 12677283840 | elapsed time per iteration (s): 0.37 | learning rate: 1.392E-04 | global batch size: 256 | lm loss: 3.482197E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.314 | TFLOPs: 32.17 | 7: iteration 24190/ 60336 | consumed samples: 6192640 | consumed tokens: 12682526720 | elapsed time per iteration (s): 0.37 | learning rate: 1.392E-04 | global batch size: 256 | lm loss: 3.486740E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.662 | TFLOPs: 32.19 | 7: iteration 24200/ 60336 | consumed samples: 6195200 | consumed tokens: 12687769600 | elapsed time per iteration (s): 0.37 | learning rate: 1.391E-04 | global batch size: 256 | lm loss: 3.478957E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.704 | TFLOPs: 32.24 | 7: iteration 24210/ 60336 | consumed samples: 6197760 | consumed tokens: 12693012480 | elapsed time per iteration (s): 0.37 | learning rate: 1.391E-04 | global batch size: 256 | lm loss: 3.479647E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.033 | TFLOPs: 32.21 | 7: iteration 24220/ 60336 | consumed samples: 6200320 | consumed tokens: 12698255360 | elapsed time per iteration (s): 0.37 | learning rate: 1.391E-04 | global batch size: 256 | lm loss: 3.481274E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.166 | TFLOPs: 32.21 | 7: iteration 24230/ 60336 | consumed samples: 6202880 | consumed tokens: 12703498240 | elapsed time per iteration (s): 0.37 | learning rate: 1.390E-04 | global batch size: 256 | lm loss: 3.487790E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.106 | TFLOPs: 32.21 | 7: iteration 24240/ 60336 | consumed samples: 6205440 | consumed tokens: 12708741120 | elapsed time per iteration (s): 0.37 | learning rate: 1.390E-04 | global batch size: 256 | lm loss: 3.481354E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.067 | TFLOPs: 32.21 | 7: iteration 24250/ 60336 | consumed samples: 6208000 | consumed tokens: 12713984000 | elapsed time per iteration (s): 0.37 | learning rate: 1.389E-04 | global batch size: 256 | lm loss: 3.483848E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.191 | TFLOPs: 32.22 | 7: iteration 24260/ 60336 | consumed samples: 6210560 | consumed tokens: 12719226880 | elapsed time per iteration (s): 0.37 | learning rate: 1.389E-04 | global batch size: 256 | lm loss: 3.479573E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.164 | TFLOPs: 32.21 | 7: iteration 24270/ 60336 | consumed samples: 6213120 | consumed tokens: 12724469760 | elapsed time per iteration (s): 0.37 | learning rate: 1.388E-04 | global batch size: 256 | lm loss: 3.485393E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.298 | TFLOPs: 32.22 | 7: iteration 24280/ 60336 | consumed samples: 6215680 | consumed tokens: 12729712640 | elapsed time per iteration (s): 0.37 | learning rate: 1.388E-04 | global batch size: 256 | lm loss: 3.486128E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.044 | TFLOPs: 32.21 | 7: iteration 24290/ 60336 | consumed samples: 6218240 | consumed tokens: 12734955520 | elapsed time per iteration (s): 0.37 | learning rate: 1.387E-04 | global batch size: 256 | lm loss: 3.480783E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.995 | TFLOPs: 32.21 | 7: iteration 24300/ 60336 | consumed samples: 6220800 | consumed tokens: 12740198400 | elapsed time per iteration (s): 0.37 | learning rate: 1.387E-04 | global batch size: 256 | lm loss: 3.484200E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.132 | TFLOPs: 32.21 | 7: iteration 24310/ 60336 | consumed samples: 6223360 | consumed tokens: 12745441280 | elapsed time per iteration (s): 0.37 | learning rate: 1.386E-04 | global batch size: 256 | lm loss: 3.481026E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.638 | TFLOPs: 32.00 | 7: iteration 24320/ 60336 | consumed samples: 6225920 | consumed tokens: 12750684160 | elapsed time per iteration (s): 0.37 | learning rate: 1.386E-04 | global batch size: 256 | lm loss: 3.483146E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.119 | TFLOPs: 32.21 | 7: iteration 24330/ 60336 | consumed samples: 6228480 | consumed tokens: 12755927040 | elapsed time per iteration (s): 0.37 | learning rate: 1.386E-04 | global batch size: 256 | lm loss: 3.481548E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.243 | TFLOPs: 32.22 | 7: iteration 24340/ 60336 | consumed samples: 6231040 | consumed tokens: 12761169920 | elapsed time per iteration (s): 0.37 | learning rate: 1.385E-04 | global batch size: 256 | lm loss: 3.484478E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.049 | TFLOPs: 32.21 | 7: iteration 24350/ 60336 | consumed samples: 6233600 | consumed tokens: 12766412800 | elapsed time per iteration (s): 0.37 | learning rate: 1.385E-04 | global batch size: 256 | lm loss: 3.488021E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.082 | TFLOPs: 32.21 | 7: iteration 24360/ 60336 | consumed samples: 6236160 | consumed tokens: 12771655680 | elapsed time per iteration (s): 0.37 | learning rate: 1.384E-04 | global batch size: 256 | lm loss: 3.485616E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.340 | TFLOPs: 32.22 | 7: iteration 24370/ 60336 | consumed samples: 6238720 | consumed tokens: 12776898560 | elapsed time per iteration (s): 0.37 | learning rate: 1.384E-04 | global batch size: 256 | lm loss: 3.478426E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.389 | TFLOPs: 32.22 | 7: iteration 24380/ 60336 | consumed samples: 6241280 | consumed tokens: 12782141440 | elapsed time per iteration (s): 0.37 | learning rate: 1.383E-04 | global batch size: 256 | lm loss: 3.479126E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.637 | TFLOPs: 32.24 | 7: iteration 24390/ 60336 | consumed samples: 6243840 | consumed tokens: 12787384320 | elapsed time per iteration (s): 0.37 | learning rate: 1.383E-04 | global batch size: 256 | lm loss: 3.482885E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.284 | TFLOPs: 32.17 | 7: iteration 24400/ 60336 | consumed samples: 6246400 | consumed tokens: 12792627200 | elapsed time per iteration (s): 0.37 | learning rate: 1.382E-04 | global batch size: 256 | lm loss: 3.483725E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.456 | TFLOPs: 32.18 | 7: iteration 24410/ 60336 | consumed samples: 6248960 | consumed tokens: 12797870080 | elapsed time per iteration (s): 0.37 | learning rate: 1.382E-04 | global batch size: 256 | lm loss: 3.479137E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.221 | TFLOPs: 32.17 | 7: iteration 24420/ 60336 | consumed samples: 6251520 | consumed tokens: 12803112960 | elapsed time per iteration (s): 0.37 | learning rate: 1.382E-04 | global batch size: 256 | lm loss: 3.478883E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.453 | TFLOPs: 32.18 | 7: iteration 24430/ 60336 | consumed samples: 6254080 | consumed tokens: 12808355840 | elapsed time per iteration (s): 0.37 | learning rate: 1.381E-04 | global batch size: 256 | lm loss: 3.475502E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.168 | TFLOPs: 32.17 | 7: iteration 24440/ 60336 | consumed samples: 6256640 | consumed tokens: 12813598720 | elapsed time per iteration (s): 0.37 | learning rate: 1.381E-04 | global batch size: 256 | lm loss: 3.473980E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.629 | TFLOPs: 32.19 | 7: iteration 24450/ 60336 | consumed samples: 6259200 | consumed tokens: 12818841600 | elapsed time per iteration (s): 0.37 | learning rate: 1.380E-04 | global batch size: 256 | lm loss: 3.478446E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.305 | TFLOPs: 32.17 | 7: iteration 24460/ 60336 | consumed samples: 6261760 | consumed tokens: 12824084480 | elapsed time per iteration (s): 0.37 | learning rate: 1.380E-04 | global batch size: 256 | lm loss: 3.478421E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.415 | TFLOPs: 32.18 | 7: iteration 24470/ 60336 | consumed samples: 6264320 | consumed tokens: 12829327360 | elapsed time per iteration (s): 0.37 | learning rate: 1.379E-04 | global batch size: 256 | lm loss: 3.484241E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.310 | TFLOPs: 32.17 | 7: iteration 24480/ 60336 | consumed samples: 6266880 | consumed tokens: 12834570240 | elapsed time per iteration (s): 0.37 | learning rate: 1.379E-04 | global batch size: 256 | lm loss: 3.481599E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.278 | TFLOPs: 32.17 | 7: iteration 24490/ 60336 | consumed samples: 6269440 | consumed tokens: 12839813120 | elapsed time per iteration (s): 0.37 | learning rate: 1.378E-04 | global batch size: 256 | lm loss: 3.484106E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.719 | TFLOPs: 32.15 | 7: iteration 24500/ 60336 | consumed samples: 6272000 | consumed tokens: 12845056000 | elapsed time per iteration (s): 0.37 | learning rate: 1.378E-04 | global batch size: 256 | lm loss: 3.479092E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.388 | TFLOPs: 32.18 | 7: iteration 24510/ 60336 | consumed samples: 6274560 | consumed tokens: 12850298880 | elapsed time per iteration (s): 0.37 | learning rate: 1.378E-04 | global batch size: 256 | lm loss: 3.476305E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.253 | TFLOPs: 32.17 | 7: iteration 24520/ 60336 | consumed samples: 6277120 | consumed tokens: 12855541760 | elapsed time per iteration (s): 0.37 | learning rate: 1.377E-04 | global batch size: 256 | lm loss: 3.473522E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.873 | TFLOPs: 32.15 | 7: iteration 24530/ 60336 | consumed samples: 6279680 | consumed tokens: 12860784640 | elapsed time per iteration (s): 0.37 | learning rate: 1.377E-04 | global batch size: 256 | lm loss: 3.477791E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.757 | TFLOPs: 32.15 | 7: iteration 24540/ 60336 | consumed samples: 6282240 | consumed tokens: 12866027520 | elapsed time per iteration (s): 0.37 | learning rate: 1.376E-04 | global batch size: 256 | lm loss: 3.477011E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.950 | TFLOPs: 32.16 | 7: iteration 24550/ 60336 | consumed samples: 6284800 | consumed tokens: 12871270400 | elapsed time per iteration (s): 0.37 | learning rate: 1.376E-04 | global batch size: 256 | lm loss: 3.475050E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.047 | TFLOPs: 32.16 | 7: iteration 24560/ 60336 | consumed samples: 6287360 | consumed tokens: 12876513280 | elapsed time per iteration (s): 0.37 | learning rate: 1.375E-04 | global batch size: 256 | lm loss: 3.480686E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.878 | TFLOPs: 31.92 | 7: iteration 24570/ 60336 | consumed samples: 6289920 | consumed tokens: 12881756160 | elapsed time per iteration (s): 0.37 | learning rate: 1.375E-04 | global batch size: 256 | lm loss: 3.476163E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.774 | TFLOPs: 32.15 | 7: iteration 24580/ 60336 | consumed samples: 6292480 | consumed tokens: 12886999040 | elapsed time per iteration (s): 0.37 | learning rate: 1.374E-04 | global batch size: 256 | lm loss: 3.473328E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.460 | TFLOPs: 31.99 | 7: iteration 24590/ 60336 | consumed samples: 6295040 | consumed tokens: 12892241920 | elapsed time per iteration (s): 0.37 | learning rate: 1.374E-04 | global batch size: 256 | lm loss: 3.475247E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.775 | TFLOPs: 32.15 | 7: iteration 24600/ 60336 | consumed samples: 6297600 | consumed tokens: 12897484800 | elapsed time per iteration (s): 0.37 | learning rate: 1.373E-04 | global batch size: 256 | lm loss: 3.485340E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.912 | TFLOPs: 32.16 | 7: iteration 24610/ 60336 | consumed samples: 6300160 | consumed tokens: 12902727680 | elapsed time per iteration (s): 0.37 | learning rate: 1.373E-04 | global batch size: 256 | lm loss: 3.481181E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.808 | TFLOPs: 32.15 | 7: iteration 24620/ 60336 | consumed samples: 6302720 | consumed tokens: 12907970560 | elapsed time per iteration (s): 0.37 | learning rate: 1.373E-04 | global batch size: 256 | lm loss: 3.480898E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.491 | TFLOPs: 32.14 | 7: iteration 24630/ 60336 | consumed samples: 6305280 | consumed tokens: 12913213440 | elapsed time per iteration (s): 0.37 | learning rate: 1.372E-04 | global batch size: 256 | lm loss: 3.475879E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.767 | TFLOPs: 32.15 | 7: iteration 24640/ 60336 | consumed samples: 6307840 | consumed tokens: 12918456320 | elapsed time per iteration (s): 0.37 | learning rate: 1.372E-04 | global batch size: 256 | lm loss: 3.473726E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.754 | TFLOPs: 32.15 | 7: iteration 24650/ 60336 | consumed samples: 6310400 | consumed tokens: 12923699200 | elapsed time per iteration (s): 0.37 | learning rate: 1.371E-04 | global batch size: 256 | lm loss: 3.476664E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.891 | TFLOPs: 32.15 | 7: iteration 24660/ 60336 | consumed samples: 6312960 | consumed tokens: 12928942080 | elapsed time per iteration (s): 0.37 | learning rate: 1.371E-04 | global batch size: 256 | lm loss: 3.475185E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped 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------------------------------------------------------------------------------------------------ 7: validation loss at iteration 25000 | lm loss value: 3.864149E+00 | lm loss PPL: 4.766269E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 25000 to checkpoints_146m32b100mdedup 0: [2023-03-17 02:31:15,278] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step25000 is begin to save! 0: [2023-03-17 02:31:15,281] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step25000/layer_01-model_00-model_states.pt... 0: [2023-03-17 02:31:15,367] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/layer_01-model_00-model_states.pt. 0: [2023-03-17 02:31:15,367] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step25000/layer_03-model_00-model_states.pt... 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checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 02:31:15,579] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 2: [2023-03-17 02:31:15,579] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:31:15,579] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-17 02:31:15,579] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 7: [2023-03-17 02:31:15,579] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:31:15,580] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:31:15,581] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 3: [2023-03-17 02:31:15,748] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:31:15,581] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 3: [2023-03-17 02:31:15,748] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-17 02:31:15,748] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 0: [2023-03-17 02:31:15,658] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt. 0: [2023-03-17 02:31:15,658] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt 0: [2023-03-17 02:31:15,658] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 0: [2023-03-17 02:31:15,658] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt. 0: [2023-03-17 02:31:15,658] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 0: [2023-03-17 02:31:15,659] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 2: [2023-03-17 02:31:15,582] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 7: [2023-03-17 02:31:15,579] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt 2: [2023-03-17 02:31:15,582] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 7: [2023-03-17 02:31:15,579] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 7: [2023-03-17 02:31:15,581] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-17 02:31:15,581] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 2: [2023-03-17 02:31:15,582] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 7: [2023-03-17 02:31:15,581] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 7: [2023-03-17 02:31:15,581] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt. 7: [2023-03-17 02:31:15,581] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt 7: [2023-03-17 02:31:15,581] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 1: [2023-03-17 02:31:15,582] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[Torch] Checkpoint global_step25000 is ready now! 4: [2023-03-17 02:31:15,592] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:31:15,592] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt 4: [2023-03-17 02:31:15,592] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 4: [2023-03-17 02:31:15,592] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:31:15,592] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:31:15,592] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:31:15,592] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-17 02:31:15,592] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-17 02:31:15,592] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:31:15,592] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:31:15,592] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 4: [2023-03-17 02:31:15,592] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-17 02:31:15,592] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 4: [2023-03-17 02:31:15,592] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-17 02:31:15,592] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 4: [2023-03-17 02:31:15,592] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 4: [2023-03-17 02:31:15,592] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 4: [2023-03-17 02:31:15,592] [INFO] 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[INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 1: [2023-03-17 02:31:15,595] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt. 1: [2023-03-17 02:31:15,595] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 1: [2023-03-17 02:31:15,595] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-17 02:31:15,595] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-17 02:31:15,595] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 1: [2023-03-17 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[2023-03-17 02:31:15,601] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-17 02:31:15,601] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 5: [2023-03-17 02:31:15,601] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 5: [2023-03-17 02:31:15,601] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 5: [2023-03-17 02:31:15,601] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-17 02:31:15,601] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 5: [2023-03-17 02:31:15,601] [INFO] 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checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 5: [2023-03-17 02:31:15,604] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 5: [2023-03-17 02:31:15,604] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-17 02:31:15,604] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-17 02:31:15,604] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-17 02:31:15,604] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step25000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-17 02:31:15,604] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 5: [2023-03-17 02:31:15,604] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 5: [2023-03-17 02:31:15,604] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 5: [2023-03-17 02:31:15,604] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now! 0: successfully saved checkpoint at iteration 25000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 412.75 7: iteration 25010/ 60336 | consumed samples: 6402560 | consumed tokens: 13112442880 | elapsed time per iteration (s): 0.42 | learning rate: 1.355E-04 | global batch size: 256 | lm loss: 3.465940E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 606.990 | TFLOPs: 28.33 | 7: iteration 25020/ 60336 | consumed samples: 6405120 | consumed tokens: 13117685760 | elapsed time per iteration (s): 0.37 | learning rate: 1.354E-04 | global batch size: 256 | lm loss: 3.476311E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.890 | TFLOPs: 32.20 | 7: iteration 25030/ 60336 | consumed samples: 6407680 | consumed tokens: 13122928640 | elapsed time per iteration (s): 0.37 | learning rate: 1.354E-04 | global batch size: 256 | lm loss: 3.476255E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.790 | TFLOPs: 31.96 | 7: iteration 25040/ 60336 | consumed samples: 6410240 | consumed tokens: 13128171520 | elapsed time per iteration (s): 0.37 | learning rate: 1.354E-04 | global batch size: 256 | lm loss: 3.477039E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.504 | TFLOPs: 32.14 | 7: iteration 25050/ 60336 | consumed samples: 6412800 | consumed tokens: 13133414400 | elapsed time per iteration (s): 0.37 | learning rate: 1.353E-04 | global batch size: 256 | lm loss: 3.476508E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.009 | TFLOPs: 32.21 | 7: iteration 25060/ 60336 | consumed samples: 6415360 | consumed tokens: 13138657280 | elapsed time per iteration (s): 0.37 | learning rate: 1.353E-04 | global batch size: 256 | lm loss: 3.478574E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.450 | TFLOPs: 32.18 | 7: iteration 25070/ 60336 | consumed samples: 6417920 | consumed tokens: 13143900160 | elapsed time per iteration (s): 0.37 | learning rate: 1.352E-04 | global batch size: 256 | lm loss: 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1.351E-04 | global batch size: 256 | lm loss: 3.472742E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.942 | TFLOPs: 32.20 | 7: iteration 25110/ 60336 | consumed samples: 6428160 | consumed tokens: 13164871680 | elapsed time per iteration (s): 0.37 | learning rate: 1.350E-04 | global batch size: 256 | lm loss: 3.475172E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.636 | TFLOPs: 32.19 | 7: iteration 25120/ 60336 | consumed samples: 6430720 | consumed tokens: 13170114560 | elapsed time per iteration (s): 0.37 | learning rate: 1.350E-04 | global batch size: 256 | lm loss: 3.469116E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.994 | TFLOPs: 32.21 | 7: iteration 25130/ 60336 | consumed samples: 6433280 | consumed tokens: 13175357440 | elapsed time per iteration (s): 0.37 | learning rate: 1.349E-04 | global batch size: 256 | lm loss: 3.470000E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.640 | TFLOPs: 32.19 | 7: iteration 25140/ 60336 | consumed samples: 6435840 | consumed tokens: 13180600320 | elapsed time per iteration (s): 0.37 | learning rate: 1.349E-04 | global batch size: 256 | lm loss: 3.473475E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.866 | TFLOPs: 32.20 | 7: iteration 25150/ 60336 | consumed samples: 6438400 | consumed tokens: 13185843200 | elapsed time per iteration (s): 0.37 | learning rate: 1.349E-04 | global batch size: 256 | lm loss: 3.475858E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.632 | TFLOPs: 32.19 | 7: iteration 25160/ 60336 | consumed samples: 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iterations: 0 | number of nan iterations: 0 | samples per second: 690.062 | TFLOPs: 32.21 | 7: iteration 25250/ 60336 | consumed samples: 6464000 | consumed tokens: 13238272000 | elapsed time per iteration (s): 0.37 | learning rate: 1.344E-04 | global batch size: 256 | lm loss: 3.468916E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.041 | TFLOPs: 32.21 | 7: iteration 25260/ 60336 | consumed samples: 6466560 | consumed tokens: 13243514880 | elapsed time per iteration (s): 0.37 | learning rate: 1.344E-04 | global batch size: 256 | lm loss: 3.471034E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.084 | TFLOPs: 32.21 | 7: iteration 25270/ 60336 | consumed samples: 6469120 | consumed tokens: 13248757760 | elapsed time per iteration (s): 0.37 | learning rate: 1.343E-04 | global batch size: 256 | lm loss: 3.467347E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.430 | TFLOPs: 31.99 | 7: iteration 25280/ 60336 | consumed samples: 6471680 | consumed tokens: 13254000640 | elapsed time per iteration (s): 0.37 | learning rate: 1.343E-04 | global batch size: 256 | lm loss: 3.471501E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.097 | TFLOPs: 32.21 | 7: iteration 25290/ 60336 | consumed samples: 6474240 | consumed tokens: 13259243520 | elapsed time per iteration (s): 0.37 | learning rate: 1.342E-04 | global batch size: 256 | lm loss: 3.474850E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.681 | TFLOPs: 32.24 | 7: iteration 25300/ 60336 | consumed samples: 6476800 | consumed tokens: 13264486400 | elapsed time per iteration (s): 0.37 | learning rate: 1.342E-04 | global batch size: 256 | lm loss: 3.472312E+00 | grad norm: 0.383 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.080 | TFLOPs: 32.21 | 7: iteration 25310/ 60336 | consumed samples: 6479360 | consumed tokens: 13269729280 | elapsed time per iteration (s): 0.37 | learning rate: 1.341E-04 | global batch size: 256 | lm loss: 3.471604E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.338 | TFLOPs: 32.22 | 7: iteration 25320/ 60336 | consumed samples: 6481920 | consumed tokens: 13274972160 | elapsed time per iteration (s): 0.37 | learning rate: 1.341E-04 | global batch size: 256 | lm loss: 3.466532E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.137 | TFLOPs: 32.21 | 7: iteration 25330/ 60336 | consumed samples: 6484480 | consumed tokens: 13280215040 | elapsed time per iteration (s): 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consumed samples: 6499840 | consumed tokens: 13311672320 | elapsed time per iteration (s): 0.37 | learning rate: 1.338E-04 | global batch size: 256 | lm loss: 3.469465E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.616 | TFLOPs: 32.19 | 7: iteration 25400/ 60336 | consumed samples: 6502400 | consumed tokens: 13316915200 | elapsed time per iteration (s): 0.37 | learning rate: 1.337E-04 | global batch size: 256 | lm loss: 3.470309E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.741 | TFLOPs: 32.19 | 7: iteration 25410/ 60336 | consumed samples: 6504960 | consumed tokens: 13322158080 | elapsed time per iteration (s): 0.37 | learning rate: 1.337E-04 | global batch size: 256 | lm loss: 3.476046E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.689 | TFLOPs: 32.19 | 7: iteration 25420/ 60336 | consumed samples: 6507520 | consumed tokens: 13327400960 | elapsed time per iteration (s): 0.37 | learning rate: 1.336E-04 | global batch size: 256 | lm loss: 3.468485E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.407 | TFLOPs: 32.18 | 7: iteration 25430/ 60336 | consumed samples: 6510080 | consumed tokens: 13332643840 | elapsed time per iteration (s): 0.37 | learning rate: 1.336E-04 | global batch size: 256 | lm loss: 3.471355E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.812 | TFLOPs: 32.20 | 7: iteration 25440/ 60336 | consumed samples: 6512640 | consumed tokens: 13337886720 | elapsed time per iteration (s): 0.37 | learning rate: 1.335E-04 | global batch size: 256 | lm loss: 3.477805E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.075 | TFLOPs: 32.21 | 7: iteration 25450/ 60336 | consumed samples: 6515200 | consumed tokens: 13343129600 | elapsed time per iteration (s): 0.37 | learning rate: 1.335E-04 | global batch size: 256 | lm loss: 3.471278E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.787 | TFLOPs: 32.20 | 7: iteration 25460/ 60336 | consumed samples: 6517760 | consumed tokens: 13348372480 | elapsed time per iteration (s): 0.37 | learning rate: 1.334E-04 | global batch size: 256 | lm loss: 3.470327E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.425 | TFLOPs: 32.18 | 7: iteration 25470/ 60336 | consumed samples: 6520320 | consumed tokens: 13353615360 | elapsed time per iteration (s): 0.37 | learning rate: 1.334E-04 | global batch size: 256 | lm loss: 3.469856E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.875 | TFLOPs: 32.15 | 7: iteration 25480/ 60336 | consumed samples: 6522880 | consumed tokens: 13358858240 | elapsed time per iteration (s): 0.37 | learning rate: 1.333E-04 | global batch size: 256 | lm loss: 3.478130E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.922 | TFLOPs: 32.16 | 7: iteration 25490/ 60336 | consumed samples: 6525440 | consumed tokens: 13364101120 | elapsed time per iteration (s): 0.37 | learning rate: 1.333E-04 | global batch size: 256 | lm loss: 3.468838E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.515 | TFLOPs: 32.18 | 7: iteration 25500/ 60336 | consumed samples: 6528000 | consumed tokens: 13369344000 | elapsed time per iteration (s): 0.37 | learning rate: 1.333E-04 | global batch size: 256 | lm loss: 3.474501E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.615 | TFLOPs: 32.19 | 7: iteration 25510/ 60336 | consumed samples: 6530560 | consumed tokens: 13374586880 | elapsed time per iteration (s): 0.37 | learning rate: 1.332E-04 | global batch size: 256 | lm loss: 3.466077E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.271 | TFLOPs: 32.17 | 7: iteration 25520/ 60336 | consumed samples: 6533120 | consumed tokens: 13379829760 | elapsed time per iteration (s): 0.37 | learning rate: 1.332E-04 | global batch size: 256 | lm loss: 3.470226E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.606 | TFLOPs: 32.19 | 7: iteration 25530/ 60336 | consumed samples: 6535680 | consumed tokens: 13385072640 | elapsed time per iteration (s): 0.37 | learning rate: 1.331E-04 | global batch size: 256 | lm loss: 3.475563E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.078 | TFLOPs: 32.21 | 7: iteration 25540/ 60336 | consumed samples: 6538240 | consumed tokens: 13390315520 | elapsed time per iteration (s): 0.37 | learning rate: 1.331E-04 | global batch size: 256 | lm loss: 3.466823E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.075 | TFLOPs: 32.07 | 7: iteration 25550/ 60336 | consumed samples: 6540800 | consumed tokens: 13395558400 | elapsed time per iteration (s): 0.37 | learning rate: 1.330E-04 | global batch size: 256 | lm loss: 3.470182E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.320 | TFLOPs: 31.99 | 7: iteration 25560/ 60336 | consumed samples: 6543360 | consumed tokens: 13400801280 | elapsed time per iteration (s): 0.37 | learning rate: 1.330E-04 | global batch size: 256 | lm loss: 3.474047E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.641 | TFLOPs: 32.24 | 7: iteration 25570/ 60336 | consumed samples: 6545920 | consumed tokens: 13406044160 | elapsed time per iteration (s): 0.39 | learning rate: 1.329E-04 | global batch size: 256 | lm loss: 3.471434E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 663.537 | TFLOPs: 30.97 | 7: iteration 25580/ 60336 | consumed samples: 6548480 | consumed tokens: 13411287040 | elapsed time per iteration (s): 0.37 | learning rate: 1.329E-04 | global batch size: 256 | lm loss: 3.476277E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.585 | TFLOPs: 32.23 | 7: iteration 25590/ 60336 | consumed samples: 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iteration 25620/ 60336 | consumed samples: 6558720 | consumed tokens: 13432258560 | elapsed time per iteration (s): 0.37 | learning rate: 1.327E-04 | global batch size: 256 | lm loss: 3.468920E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.520 | TFLOPs: 32.23 | 7: iteration 25630/ 60336 | consumed samples: 6561280 | consumed tokens: 13437501440 | elapsed time per iteration (s): 0.37 | learning rate: 1.327E-04 | global batch size: 256 | lm loss: 3.469156E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.146 | TFLOPs: 32.21 | 7: iteration 25640/ 60336 | consumed samples: 6563840 | consumed tokens: 13442744320 | elapsed time per iteration (s): 0.37 | learning rate: 1.326E-04 | global batch size: 256 | lm loss: 3.476324E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.030 | TFLOPs: 32.21 | 7: iteration 25650/ 60336 | consumed samples: 6566400 | consumed tokens: 13447987200 | elapsed time per iteration (s): 0.37 | learning rate: 1.326E-04 | global batch size: 256 | lm loss: 3.467060E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.005 | TFLOPs: 32.21 | 7: iteration 25660/ 60336 | consumed samples: 6568960 | consumed tokens: 13453230080 | elapsed time per iteration (s): 0.37 | learning rate: 1.325E-04 | global batch size: 256 | lm loss: 3.470477E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.797 | TFLOPs: 32.24 | 7: iteration 25670/ 60336 | consumed samples: 6571520 | consumed tokens: 13458472960 | elapsed time per iteration (s): 0.37 | learning rate: 1.325E-04 | global batch size: 256 | lm loss: 3.477709E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.246 | TFLOPs: 32.22 | 7: iteration 25680/ 60336 | consumed samples: 6574080 | consumed tokens: 13463715840 | elapsed time per iteration (s): 0.37 | learning rate: 1.324E-04 | global batch size: 256 | lm loss: 3.468366E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.312 | TFLOPs: 32.22 | 7: iteration 25690/ 60336 | consumed samples: 6576640 | consumed tokens: 13468958720 | elapsed time per iteration (s): 0.37 | learning rate: 1.324E-04 | global batch size: 256 | lm loss: 3.476826E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.609 | TFLOPs: 32.24 | 7: iteration 25700/ 60336 | consumed samples: 6579200 | consumed tokens: 13474201600 | elapsed time per iteration (s): 0.37 | learning rate: 1.323E-04 | global batch size: 256 | lm loss: 3.475637E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.265 | TFLOPs: 32.22 | 7: iteration 25710/ 60336 | consumed samples: 6581760 | consumed tokens: 13479444480 | elapsed time per iteration (s): 0.37 | learning rate: 1.323E-04 | global batch size: 256 | lm loss: 3.471239E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.531 | TFLOPs: 32.23 | 7: iteration 25720/ 60336 | consumed samples: 6584320 | consumed tokens: 13484687360 | elapsed time per iteration (s): 0.37 | learning rate: 1.322E-04 | global batch size: 256 | lm loss: 3.466528E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.563 | TFLOPs: 32.23 | 7: iteration 25730/ 60336 | consumed samples: 6586880 | consumed tokens: 13489930240 | elapsed time per iteration (s): 0.37 | learning rate: 1.322E-04 | global batch size: 256 | lm loss: 3.464895E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.495 | TFLOPs: 32.23 | 7: iteration 25740/ 60336 | consumed samples: 6589440 | consumed tokens: 13495173120 | elapsed time per iteration (s): 0.37 | learning rate: 1.322E-04 | global batch size: 256 | lm loss: 3.483408E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.317 | TFLOPs: 32.22 | 7: iteration 25750/ 60336 | consumed samples: 6592000 | consumed tokens: 13500416000 | elapsed time per iteration (s): 0.37 | learning rate: 1.321E-04 | global batch size: 256 | lm loss: 3.467624E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.536 | TFLOPs: 32.23 | 7: iteration 25760/ 60336 | consumed samples: 6594560 | consumed tokens: 13505658880 | elapsed time per iteration (s): 0.37 | learning rate: 1.321E-04 | global batch size: 256 | lm loss: 3.471342E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.242 | TFLOPs: 32.22 | 7: iteration 25770/ 60336 | consumed samples: 6597120 | consumed tokens: 13510901760 | elapsed time per iteration (s): 0.37 | learning rate: 1.320E-04 | global batch size: 256 | lm loss: 3.464621E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.605 | TFLOPs: 32.23 | 7: iteration 25780/ 60336 | consumed samples: 6599680 | consumed tokens: 13516144640 | elapsed time per iteration (s): 0.37 | learning rate: 1.320E-04 | global batch size: 256 | lm loss: 3.460192E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.227 | TFLOPs: 32.22 | 7: iteration 25790/ 60336 | consumed samples: 6602240 | consumed tokens: 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consumed samples: 6609920 | consumed tokens: 13537116160 | elapsed time per iteration (s): 0.37 | learning rate: 1.318E-04 | global batch size: 256 | lm loss: 3.465093E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.677 | TFLOPs: 32.24 | 7: iteration 25830/ 60336 | consumed samples: 6612480 | consumed tokens: 13542359040 | elapsed time per iteration (s): 0.37 | learning rate: 1.317E-04 | global batch size: 256 | lm loss: 3.468540E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.329 | TFLOPs: 32.22 | 7: iteration 25840/ 60336 | consumed samples: 6615040 | consumed tokens: 13547601920 | elapsed time per iteration (s): 0.37 | learning rate: 1.317E-04 | global batch size: 256 | lm loss: 3.467767E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.757 | TFLOPs: 32.24 | 7: iteration 25850/ 60336 | consumed samples: 6617600 | consumed tokens: 13552844800 | elapsed time per iteration (s): 0.37 | learning rate: 1.317E-04 | global batch size: 256 | lm loss: 3.470804E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.255 | TFLOPs: 32.22 | 7: iteration 25860/ 60336 | consumed samples: 6620160 | consumed tokens: 13558087680 | elapsed time per iteration (s): 0.37 | learning rate: 1.316E-04 | global batch size: 256 | lm loss: 3.472479E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.233 | TFLOPs: 32.22 | 7: iteration 25870/ 60336 | consumed samples: 6622720 | consumed tokens: 13563330560 | elapsed time per iteration (s): 0.37 | learning rate: 1.316E-04 | global batch size: 256 | lm loss: 3.457553E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.675 | TFLOPs: 32.19 | 7: iteration 25880/ 60336 | consumed samples: 6625280 | consumed tokens: 13568573440 | elapsed time per iteration (s): 0.37 | learning rate: 1.315E-04 | global batch size: 256 | lm loss: 3.467584E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.676 | TFLOPs: 32.19 | 7: iteration 25890/ 60336 | consumed samples: 6627840 | consumed tokens: 13573816320 | elapsed time per iteration (s): 0.37 | learning rate: 1.315E-04 | global batch size: 256 | lm loss: 3.465608E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.917 | TFLOPs: 32.20 | 7: iteration 25900/ 60336 | consumed samples: 6630400 | consumed tokens: 13579059200 | elapsed time per iteration (s): 0.37 | learning rate: 1.314E-04 | global batch size: 256 | lm loss: 3.464583E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.671 | TFLOPs: 32.19 | 7: iteration 25910/ 60336 | consumed samples: 6632960 | consumed tokens: 13584302080 | elapsed time per iteration (s): 0.37 | learning rate: 1.314E-04 | global batch size: 256 | lm loss: 3.470567E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.501 | TFLOPs: 32.18 | 7: iteration 25920/ 60336 | consumed samples: 6635520 | consumed tokens: 13589544960 | elapsed time per iteration (s): 0.37 | learning rate: 1.313E-04 | global batch size: 256 | lm loss: 3.469076E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.654 | TFLOPs: 32.19 | 7: iteration 25930/ 60336 | consumed samples: 6638080 | consumed tokens: 13594787840 | elapsed time per iteration (s): 0.37 | learning rate: 1.313E-04 | global batch size: 256 | lm loss: 3.469629E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.760 | TFLOPs: 32.20 | 7: iteration 25940/ 60336 | consumed samples: 6640640 | consumed tokens: 13600030720 | elapsed time per iteration (s): 0.37 | learning rate: 1.312E-04 | global batch size: 256 | lm loss: 3.463890E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.687 | TFLOPs: 32.19 | 7: iteration 25950/ 60336 | consumed samples: 6643200 | consumed tokens: 13605273600 | elapsed time per iteration (s): 0.37 | learning rate: 1.312E-04 | global batch size: 256 | lm loss: 3.467664E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.667 | TFLOPs: 32.19 | 7: iteration 25960/ 60336 | consumed samples: 6645760 | consumed tokens: 13610516480 | elapsed time per iteration (s): 0.37 | learning rate: 1.311E-04 | global batch size: 256 | lm loss: 3.463998E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.673 | TFLOPs: 32.19 | 7: iteration 25970/ 60336 | consumed samples: 6648320 | consumed tokens: 13615759360 | elapsed time per iteration (s): 0.37 | learning rate: 1.311E-04 | global batch size: 256 | lm loss: 3.464163E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.796 | TFLOPs: 32.20 | 7: iteration 25980/ 60336 | consumed samples: 6650880 | consumed tokens: 13621002240 | elapsed time per iteration (s): 0.37 | learning rate: 1.311E-04 | global batch size: 256 | lm loss: 3.468763E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.490 | TFLOPs: 32.14 | 7: iteration 25990/ 60336 | consumed samples: 6653440 | consumed tokens: 13626245120 | elapsed time per iteration (s): 0.37 | learning rate: 1.310E-04 | global batch size: 256 | lm loss: 3.467550E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.674 | TFLOPs: 32.14 | 0: [2023-03-17 02:37:26,957] [INFO] [logging.py:68:log_dist] [Rank 0] step=26000, skipped=0, lr=[0.00013096296282050622, 0.00013096296282050622, 0.00013096296282050622], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 26000/ 60336 | consumed samples: 6656000 | consumed tokens: 13631488000 | elapsed time per iteration (s): 0.37 | learning rate: 1.310E-04 | global batch size: 256 | lm loss: 3.464546E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.363 | TFLOPs: 32.13 | 0: steps: 26000 loss: 3.4583 iter time (s): 0.370 samples/sec: 692.035 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 26000 | lm loss value: 3.925521E+00 | lm loss PPL: 5.067947E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 26000 to checkpoints_146m32b100mdedup 0: [2023-03-17 02:37:27,101] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step26000 is begin to save! 0: [2023-03-17 02:37:27,105] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step26000/layer_01-model_00-model_states.pt... 0: [2023-03-17 02:37:27,190] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step26000/layer_01-model_00-model_states.pt. 0: [2023-03-17 02:37:27,191] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step26000/layer_03-model_00-model_states.pt... 0: [2023-03-17 02:37:27,208] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-17 02:37:27,404] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 7: [2023-03-17 02:37:27,405] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt. 1: [2023-03-17 02:37:27,407] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-17 02:37:27,407] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-17 02:37:27,407] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 3: [2023-03-17 02:37:27,574] [INFO] 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[torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 6: [2023-03-17 02:37:27,496] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:37:27,496] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:37:27,496] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:37:27,496] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:37:27,496] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:37:27,496] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:37:27,496] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-17 02:37:27,496] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-17 02:37:27,496] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-17 02:37:27,496] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-17 02:37:27,496] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-17 02:37:27,496] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-17 02:37:27,496] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:37:27,496] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 6: [2023-03-17 02:37:27,496] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 6: [2023-03-17 02:37:27,496] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 6: [2023-03-17 02:37:27,496] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 6: [2023-03-17 02:37:27,496] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 6: [2023-03-17 02:37:27,496] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 6: [2023-03-17 02:37:27,496] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-17 02:37:27,496] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 6: [2023-03-17 02:37:27,496] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:37:27,496] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step26000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-17 02:37:27,496] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now! 0: successfully saved checkpoint at iteration 26000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 438.36 7: iteration 26010/ 60336 | consumed samples: 6658560 | consumed tokens: 13636730880 | elapsed time per iteration (s): 0.43 | learning rate: 1.309E-04 | global batch size: 256 | lm loss: 3.471276E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 600.120 | TFLOPs: 28.01 | 7: iteration 26020/ 60336 | consumed samples: 6661120 | consumed tokens: 13641973760 | elapsed time per iteration (s): 0.37 | learning rate: 1.309E-04 | global batch size: 256 | lm loss: 3.470167E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.666 | TFLOPs: 32.14 | 7: iteration 26030/ 60336 | consumed samples: 6663680 | consumed tokens: 13647216640 | elapsed time per iteration (s): 0.37 | learning rate: 1.308E-04 | global batch size: 256 | lm loss: 3.464190E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.879 | TFLOPs: 32.15 | 7: iteration 26040/ 60336 | consumed samples: 6666240 | consumed tokens: 13652459520 | elapsed time per iteration (s): 0.37 | learning rate: 1.308E-04 | global batch size: 256 | lm loss: 3.472318E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.906 | TFLOPs: 32.16 | 7: iteration 26050/ 60336 | consumed samples: 6668800 | consumed tokens: 13657702400 | elapsed time per iteration (s): 0.37 | learning rate: 1.307E-04 | global batch size: 256 | lm loss: 3.467688E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.564 | TFLOPs: 32.14 | 7: iteration 26060/ 60336 | consumed samples: 6671360 | consumed tokens: 13662945280 | elapsed time per iteration (s): 0.37 | learning rate: 1.307E-04 | global batch size: 256 | lm loss: 3.462366E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.800 | TFLOPs: 32.15 | 7: iteration 26070/ 60336 | consumed samples: 6673920 | consumed tokens: 13668188160 | elapsed time per iteration (s): 0.37 | learning rate: 1.306E-04 | global batch size: 256 | lm loss: 3.467239E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.733 | TFLOPs: 32.15 | 7: iteration 26080/ 60336 | consumed samples: 6676480 | consumed tokens: 13673431040 | elapsed time per iteration (s): 0.37 | learning rate: 1.306E-04 | global batch size: 256 | lm loss: 3.467647E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.783 | TFLOPs: 32.15 | 7: iteration 26090/ 60336 | consumed samples: 6679040 | consumed tokens: 13678673920 | elapsed time per iteration (s): 0.37 | learning rate: 1.305E-04 | global batch size: 256 | lm loss: 3.462419E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.759 | TFLOPs: 32.15 | 7: iteration 26100/ 60336 | consumed samples: 6681600 | consumed tokens: 13683916800 | elapsed time per iteration (s): 0.37 | learning rate: 1.305E-04 | global batch size: 256 | lm loss: 3.469836E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.788 | TFLOPs: 32.15 | 7: iteration 26110/ 60336 | consumed samples: 6684160 | consumed tokens: 13689159680 | elapsed time per iteration (s): 0.37 | learning rate: 1.305E-04 | global batch size: 256 | lm loss: 3.459834E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.773 | TFLOPs: 32.15 | 7: iteration 26120/ 60336 | consumed samples: 6686720 | consumed tokens: 13694402560 | elapsed time per iteration (s): 0.37 | learning rate: 1.304E-04 | global batch size: 256 | lm loss: 3.475964E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.294 | TFLOPs: 32.17 | 7: iteration 26130/ 60336 | consumed samples: 6689280 | consumed tokens: 13699645440 | elapsed time per iteration (s): 0.37 | learning rate: 1.304E-04 | global batch size: 256 | lm loss: 3.470360E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.967 | TFLOPs: 32.16 | 7: iteration 26140/ 60336 | consumed samples: 6691840 | consumed tokens: 13704888320 | elapsed time per iteration (s): 0.37 | learning rate: 1.303E-04 | global batch size: 256 | lm loss: 3.470316E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.829 | TFLOPs: 32.15 | 7: iteration 26150/ 60336 | consumed samples: 6694400 | consumed tokens: 13710131200 | elapsed time per iteration (s): 0.37 | learning rate: 1.303E-04 | global batch size: 256 | lm loss: 3.468433E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.084 | TFLOPs: 32.16 | 7: iteration 26160/ 60336 | consumed samples: 6696960 | consumed tokens: 13715374080 | elapsed time per iteration (s): 0.37 | learning rate: 1.302E-04 | global batch size: 256 | lm loss: 3.467883E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.017 | TFLOPs: 32.16 | 7: iteration 26170/ 60336 | consumed samples: 6699520 | consumed tokens: 13720616960 | elapsed time per iteration (s): 0.37 | learning rate: 1.302E-04 | global batch size: 256 | lm loss: 3.465282E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.868 | TFLOPs: 32.15 | 7: iteration 26180/ 60336 | consumed samples: 6702080 | consumed tokens: 13725859840 | elapsed time per iteration (s): 0.37 | learning rate: 1.301E-04 | global batch size: 256 | lm loss: 3.468831E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.734 | TFLOPs: 32.15 | 7: iteration 26190/ 60336 | consumed samples: 6704640 | consumed tokens: 13731102720 | elapsed time per iteration (s): 0.37 | learning rate: 1.301E-04 | global batch size: 256 | lm loss: 3.463459E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.151 | TFLOPs: 32.17 | 7: iteration 26200/ 60336 | consumed samples: 6707200 | consumed tokens: 13736345600 | elapsed time per iteration (s): 0.37 | learning rate: 1.300E-04 | global batch size: 256 | lm loss: 3.471181E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.217 | TFLOPs: 32.17 | 7: iteration 26210/ 60336 | consumed samples: 6709760 | consumed tokens: 13741588480 | elapsed time per iteration (s): 0.37 | learning rate: 1.300E-04 | global batch size: 256 | lm loss: 3.466120E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.183 | TFLOPs: 32.17 | 7: iteration 26220/ 60336 | consumed samples: 6712320 | consumed tokens: 13746831360 | elapsed time per iteration (s): 0.37 | learning rate: 1.299E-04 | global batch size: 256 | lm loss: 3.468075E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.079 | TFLOPs: 32.16 | 7: iteration 26230/ 60336 | consumed samples: 6714880 | consumed tokens: 13752074240 | elapsed time per iteration (s): 0.37 | learning rate: 1.299E-04 | global batch size: 256 | lm loss: 3.459613E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.945 | TFLOPs: 32.16 | 7: iteration 26240/ 60336 | consumed samples: 6717440 | consumed tokens: 13757317120 | elapsed time per iteration (s): 0.37 | learning rate: 1.299E-04 | global batch size: 256 | lm loss: 3.460245E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.233 | TFLOPs: 31.94 | 7: iteration 26250/ 60336 | consumed samples: 6720000 | consumed tokens: 13762560000 | elapsed time per iteration (s): 0.37 | learning rate: 1.298E-04 | global batch size: 256 | lm loss: 3.467316E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.884 | TFLOPs: 31.87 | 7: iteration 26260/ 60336 | consumed samples: 6722560 | consumed tokens: 13767802880 | elapsed time per iteration (s): 0.37 | learning rate: 1.298E-04 | global batch size: 256 | lm loss: 3.465640E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.415 | TFLOPs: 32.13 | 7: iteration 26270/ 60336 | consumed samples: 6725120 | consumed tokens: 13773045760 | elapsed time per iteration (s): 0.37 | learning rate: 1.297E-04 | global batch size: 256 | lm loss: 3.466243E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.439 | TFLOPs: 32.13 | 7: iteration 26280/ 60336 | consumed samples: 6727680 | consumed tokens: 13778288640 | elapsed time per iteration (s): 0.37 | learning rate: 1.297E-04 | global batch size: 256 | lm loss: 3.471844E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.078 | TFLOPs: 32.21 | 7: iteration 26290/ 60336 | consumed samples: 6730240 | consumed tokens: 13783531520 | elapsed time per iteration (s): 0.37 | learning rate: 1.296E-04 | global batch size: 256 | lm loss: 3.466278E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.636 | TFLOPs: 32.24 | 7: iteration 26300/ 60336 | consumed samples: 6732800 | consumed tokens: 13788774400 | elapsed time per iteration (s): 0.37 | learning rate: 1.296E-04 | global batch size: 256 | lm loss: 3.467157E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.488 | TFLOPs: 32.23 | 7: iteration 26310/ 60336 | consumed samples: 6735360 | consumed tokens: 13794017280 | elapsed time per iteration (s): 0.37 | learning rate: 1.295E-04 | global batch size: 256 | lm loss: 3.467042E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.493 | TFLOPs: 32.23 | 7: iteration 26320/ 60336 | consumed samples: 6737920 | consumed tokens: 13799260160 | elapsed time per iteration (s): 0.37 | learning rate: 1.295E-04 | global batch size: 256 | lm loss: 3.462187E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.411 | TFLOPs: 32.23 | 7: iteration 26330/ 60336 | consumed samples: 6740480 | consumed tokens: 13804503040 | elapsed time per iteration (s): 0.37 | learning rate: 1.294E-04 | global batch size: 256 | lm loss: 3.466852E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.603 | TFLOPs: 32.23 | 7: iteration 26340/ 60336 | consumed samples: 6743040 | consumed tokens: 13809745920 | elapsed time per iteration (s): 0.37 | learning rate: 1.294E-04 | global batch size: 256 | lm loss: 3.460021E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.610 | TFLOPs: 32.24 | 7: iteration 26350/ 60336 | consumed samples: 6745600 | consumed tokens: 13814988800 | elapsed time per iteration (s): 0.37 | learning rate: 1.293E-04 | global batch size: 256 | lm loss: 3.473370E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.717 | TFLOPs: 32.19 | 7: iteration 26360/ 60336 | consumed samples: 6748160 | consumed tokens: 13820231680 | elapsed time per iteration (s): 0.37 | learning rate: 1.293E-04 | global batch size: 256 | lm loss: 3.465429E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.906 | TFLOPs: 32.20 | 7: iteration 26370/ 60336 | consumed samples: 6750720 | consumed tokens: 13825474560 | elapsed time per iteration (s): 0.37 | learning rate: 1.293E-04 | global batch size: 256 | lm loss: 3.471557E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.495 | TFLOPs: 32.23 | 7: iteration 26380/ 60336 | consumed samples: 6753280 | consumed tokens: 13830717440 | elapsed time per iteration (s): 0.37 | learning rate: 1.292E-04 | global batch size: 256 | lm loss: 3.464952E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.969 | TFLOPs: 32.21 | 7: iteration 26390/ 60336 | consumed samples: 6755840 | consumed tokens: 13835960320 | elapsed time per iteration (s): 0.37 | learning rate: 1.292E-04 | global batch size: 256 | lm loss: 3.463240E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.993 | TFLOPs: 32.21 | 7: iteration 26400/ 60336 | consumed samples: 6758400 | consumed tokens: 13841203200 | elapsed time per iteration (s): 0.37 | learning rate: 1.291E-04 | global batch size: 256 | lm loss: 3.465163E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.551 | TFLOPs: 32.19 | 7: iteration 26410/ 60336 | consumed samples: 6760960 | consumed tokens: 13846446080 | elapsed time per iteration (s): 0.37 | learning rate: 1.291E-04 | global batch size: 256 | lm loss: 3.466044E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.489 | TFLOPs: 32.18 | 7: iteration 26420/ 60336 | consumed samples: 6763520 | consumed tokens: 13851688960 | elapsed time per iteration (s): 0.37 | learning rate: 1.290E-04 | global batch size: 256 | lm loss: 3.469467E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.530 | TFLOPs: 32.18 | 7: iteration 26430/ 60336 | consumed samples: 6766080 | consumed tokens: 13856931840 | elapsed time per iteration (s): 0.37 | learning rate: 1.290E-04 | global batch size: 256 | lm loss: 3.468614E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.675 | TFLOPs: 32.14 | 7: iteration 26440/ 60336 | consumed samples: 6768640 | consumed tokens: 13862174720 | elapsed time per iteration (s): 0.37 | learning rate: 1.289E-04 | global batch size: 256 | lm loss: 3.465457E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.679 | TFLOPs: 32.19 | 7: iteration 26450/ 60336 | consumed samples: 6771200 | consumed tokens: 13867417600 | elapsed time per iteration (s): 0.37 | learning rate: 1.289E-04 | global batch size: 256 | lm loss: 3.468777E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.611 | TFLOPs: 32.19 | 7: iteration 26460/ 60336 | consumed samples: 6773760 | consumed tokens: 13872660480 | elapsed time per iteration (s): 0.37 | learning rate: 1.288E-04 | global batch size: 256 | lm loss: 3.465831E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.220 | TFLOPs: 32.17 | 7: iteration 26470/ 60336 | consumed samples: 6776320 | consumed tokens: 13877903360 | elapsed time per iteration (s): 0.37 | learning rate: 1.288E-04 | global batch size: 256 | lm loss: 3.467608E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.498 | TFLOPs: 32.18 | 7: iteration 26480/ 60336 | consumed samples: 6778880 | consumed tokens: 13883146240 | elapsed time per iteration (s): 0.37 | learning rate: 1.287E-04 | global batch size: 256 | lm loss: 3.459573E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.719 | TFLOPs: 32.19 | 7: iteration 26490/ 60336 | consumed samples: 6781440 | consumed tokens: 13888389120 | elapsed time per iteration (s): 0.37 | learning rate: 1.287E-04 | global batch size: 256 | lm loss: 3.463297E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.732 | TFLOPs: 32.19 | 7: iteration 26500/ 60336 | consumed samples: 6784000 | consumed tokens: 13893632000 | elapsed time per iteration (s): 0.37 | learning rate: 1.287E-04 | global batch size: 256 | lm loss: 3.464944E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.970 | TFLOPs: 32.21 | 7: iteration 26510/ 60336 | consumed samples: 6786560 | consumed tokens: 13898874880 | elapsed time per iteration (s): 0.37 | learning rate: 1.286E-04 | global batch size: 256 | lm loss: 3.467368E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.306 | TFLOPs: 31.89 | 7: iteration 26520/ 60336 | consumed samples: 6789120 | consumed tokens: 13904117760 | elapsed time per iteration (s): 0.37 | learning rate: 1.286E-04 | global batch size: 256 | lm loss: 3.454950E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.983 | TFLOPs: 32.16 | 7: iteration 26530/ 60336 | consumed samples: 6791680 | consumed tokens: 13909360640 | elapsed time per iteration (s): 0.37 | learning rate: 1.285E-04 | global batch size: 256 | lm loss: 3.466202E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.210 | TFLOPs: 32.17 | 7: iteration 26540/ 60336 | consumed samples: 6794240 | consumed tokens: 13914603520 | elapsed time per iteration (s): 0.37 | learning rate: 1.285E-04 | global batch size: 256 | lm loss: 3.469423E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.560 | TFLOPs: 32.19 | 7: iteration 26550/ 60336 | consumed samples: 6796800 | consumed tokens: 13919846400 | elapsed time per iteration (s): 0.37 | learning rate: 1.284E-04 | global batch size: 256 | lm loss: 3.467847E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.456 | TFLOPs: 32.18 | 7: iteration 26560/ 60336 | consumed samples: 6799360 | consumed tokens: 13925089280 | elapsed time per iteration (s): 0.37 | learning rate: 1.284E-04 | global batch size: 256 | lm loss: 3.463624E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.389 | TFLOPs: 32.18 | 7: iteration 26570/ 60336 | consumed samples: 6801920 | consumed tokens: 13930332160 | elapsed time per iteration (s): 0.37 | learning rate: 1.283E-04 | global batch size: 256 | lm loss: 3.467304E+00 | grad norm: 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0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.385 | TFLOPs: 32.22 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 27000 | lm loss value: 3.939358E+00 | lm loss PPL: 5.138561E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 27000 to checkpoints_146m32b100mdedup 0: [2023-03-17 02:43:39,164] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step27000 is begin to save! 0: [2023-03-17 02:43:39,167] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step27000/layer_01-model_00-model_states.pt... 0: [2023-03-17 02:43:39,252] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step27000/layer_01-model_00-model_states.pt. 0: [2023-03-17 02:43:39,253] 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checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt. 1: [2023-03-17 02:43:39,461] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 1: [2023-03-17 02:43:39,461] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 5: [2023-03-17 02:43:39,463] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt. 3: [2023-03-17 02:43:39,630] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 3: [2023-03-17 02:43:39,630] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 3: [2023-03-17 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[Torch] Saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:43:39,528] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 4: [2023-03-17 02:43:39,470] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt 6: [2023-03-17 02:43:39,528] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 4: [2023-03-17 02:43:39,470] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 6: [2023-03-17 02:43:39,528] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:43:39,528] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-17 02:43:39,529] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 4: [2023-03-17 02:43:39,472] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:43:39,472] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:43:39,472] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-17 02:43:39,472] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 4: [2023-03-17 02:43:39,472] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 4: [2023-03-17 02:43:39,472] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 1: [2023-03-17 02:43:39,473] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt. 1: [2023-03-17 02:43:39,473] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 3: [2023-03-17 02:43:39,640] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 3: [2023-03-17 02:43:39,640] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 1: [2023-03-17 02:43:39,473] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt. 3: [2023-03-17 02:43:39,640] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-17 02:43:39,640] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 1: [2023-03-17 02:43:39,473] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 1: [2023-03-17 02:43:39,473] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 3: [2023-03-17 02:43:39,640] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 3: [2023-03-17 02:43:39,640] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 1: [2023-03-17 02:43:39,473] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 6: [2023-03-17 02:43:39,531] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:43:39,531] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-17 02:43:39,531] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 0: [2023-03-17 02:43:39,551] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt 0: [2023-03-17 02:43:39,551] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 0: [2023-03-17 02:43:39,551] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 0: [2023-03-17 02:43:39,551] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 7: [2023-03-17 02:43:39,476] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-17 02:43:39,476] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-17 02:43:39,476] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 7: [2023-03-17 02:43:39,477] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt. 7: [2023-03-17 02:43:39,477] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 7: [2023-03-17 02:43:39,477] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-17 02:43:39,477] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-17 02:43:39,477] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 7: [2023-03-17 02:43:39,477] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 2: [2023-03-17 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[torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 5: [2023-03-17 02:43:39,481] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-17 02:43:39,481] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 0: [2023-03-17 02:43:39,568] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step27000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 02:43:39,568] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now! 0: successfully saved checkpoint at iteration 27000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 409.86 7: iteration 27010/ 60336 | consumed samples: 6914560 | consumed tokens: 14161018880 | elapsed time per iteration (s): 0.42 | learning rate: 1.263E-04 | global batch size: 256 | lm loss: 3.462509E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 607.916 | TFLOPs: 28.38 | 7: iteration 27020/ 60336 | consumed samples: 6917120 | consumed tokens: 14166261760 | elapsed time per iteration (s): 0.37 | learning rate: 1.262E-04 | global batch size: 256 | lm loss: 3.454701E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.823 | TFLOPs: 32.25 | 7: iteration 27030/ 60336 | consumed samples: 6919680 | consumed tokens: 14171504640 | elapsed time per iteration (s): 0.37 | learning rate: 1.262E-04 | global batch size: 256 | lm loss: 3.455734E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.473 | TFLOPs: 32.23 | 7: iteration 27040/ 60336 | consumed samples: 6922240 | consumed tokens: 14176747520 | elapsed time per iteration (s): 0.37 | learning rate: 1.261E-04 | global batch size: 256 | lm loss: 3.454148E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.843 | TFLOPs: 32.25 | 7: iteration 27050/ 60336 | consumed samples: 6924800 | consumed tokens: 14181990400 | elapsed time per iteration (s): 0.37 | learning rate: 1.261E-04 | global batch size: 256 | lm loss: 3.456759E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.484 | TFLOPs: 32.23 | 7: iteration 27060/ 60336 | consumed samples: 6927360 | consumed tokens: 14187233280 | elapsed time per iteration (s): 0.37 | learning rate: 1.261E-04 | global batch size: 256 | lm loss: 3.467033E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.607 | TFLOPs: 32.23 | 7: iteration 27070/ 60336 | consumed samples: 6929920 | consumed tokens: 14192476160 | elapsed time per iteration (s): 0.37 | learning rate: 1.260E-04 | global batch size: 256 | lm loss: 3.458606E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.541 | TFLOPs: 32.23 | 7: iteration 27080/ 60336 | consumed samples: 6932480 | consumed tokens: 14197719040 | elapsed time per iteration (s): 0.37 | learning rate: 1.260E-04 | global batch size: 256 | lm loss: 3.458993E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.203 | TFLOPs: 32.22 | 7: iteration 27090/ 60336 | consumed samples: 6935040 | consumed tokens: 14202961920 | elapsed time per iteration (s): 0.37 | learning rate: 1.259E-04 | global batch size: 256 | lm loss: 3.459571E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.443 | TFLOPs: 32.23 | 7: iteration 27100/ 60336 | consumed samples: 6937600 | consumed tokens: 14208204800 | elapsed time per iteration (s): 0.37 | learning rate: 1.259E-04 | global batch size: 256 | lm loss: 3.459222E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.178 | TFLOPs: 32.21 | 7: iteration 27110/ 60336 | consumed samples: 6940160 | consumed tokens: 14213447680 | elapsed time per iteration (s): 0.37 | learning rate: 1.258E-04 | global batch size: 256 | lm loss: 3.463846E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.371 | TFLOPs: 32.22 | 7: iteration 27120/ 60336 | consumed samples: 6942720 | consumed tokens: 14218690560 | elapsed time per iteration (s): 0.37 | learning rate: 1.258E-04 | global batch size: 256 | lm loss: 3.455857E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.288 | TFLOPs: 32.22 | 7: iteration 27130/ 60336 | consumed samples: 6945280 | consumed tokens: 14223933440 | elapsed time per iteration (s): 0.37 | learning rate: 1.257E-04 | global batch size: 256 | lm loss: 3.458196E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.449 | TFLOPs: 32.23 | 7: iteration 27140/ 60336 | consumed samples: 6947840 | consumed tokens: 14229176320 | elapsed time per iteration (s): 0.37 | learning rate: 1.257E-04 | global batch size: 256 | lm loss: 3.454859E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.330 | TFLOPs: 32.22 | 7: iteration 27150/ 60336 | consumed samples: 6950400 | consumed tokens: 14234419200 | elapsed time per iteration (s): 0.37 | learning rate: 1.256E-04 | global batch size: 256 | lm loss: 3.461605E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.103 | TFLOPs: 32.02 | 7: iteration 27160/ 60336 | consumed samples: 6952960 | consumed tokens: 14239662080 | elapsed time per iteration (s): 0.37 | learning rate: 1.256E-04 | global batch size: 256 | lm loss: 3.463185E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.509 | TFLOPs: 32.23 | 7: iteration 27170/ 60336 | consumed samples: 6955520 | consumed tokens: 14244904960 | elapsed time per iteration (s): 0.37 | learning rate: 1.255E-04 | global batch size: 256 | lm loss: 3.461643E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.503 | TFLOPs: 32.23 | 7: iteration 27180/ 60336 | consumed samples: 6958080 | consumed tokens: 14250147840 | elapsed time per iteration (s): 0.37 | learning rate: 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iteration 27270/ 60336 | consumed samples: 6981120 | consumed tokens: 14297333760 | elapsed time per iteration (s): 0.37 | learning rate: 1.251E-04 | global batch size: 256 | lm loss: 3.459068E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.467 | TFLOPs: 32.23 | 7: iteration 27280/ 60336 | consumed samples: 6983680 | consumed tokens: 14302576640 | elapsed time per iteration (s): 0.37 | learning rate: 1.250E-04 | global batch size: 256 | lm loss: 3.458447E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.286 | TFLOPs: 32.22 | 7: iteration 27290/ 60336 | consumed samples: 6986240 | consumed tokens: 14307819520 | elapsed time per iteration (s): 0.37 | learning rate: 1.250E-04 | global batch size: 256 | lm loss: 3.459031E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.348 | TFLOPs: 32.22 | 7: iteration 27300/ 60336 | consumed samples: 6988800 | consumed tokens: 14313062400 | elapsed time per iteration (s): 0.37 | learning rate: 1.249E-04 | global batch size: 256 | lm loss: 3.459913E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.950 | TFLOPs: 32.20 | 7: iteration 27310/ 60336 | consumed samples: 6991360 | consumed tokens: 14318305280 | elapsed time per iteration (s): 0.37 | learning rate: 1.249E-04 | global batch size: 256 | lm loss: 3.458893E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.374 | TFLOPs: 32.22 | 7: iteration 27320/ 60336 | consumed samples: 6993920 | consumed tokens: 14323548160 | elapsed time per iteration (s): 0.37 | learning rate: 1.248E-04 | global batch size: 256 | lm loss: 3.456821E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.965 | TFLOPs: 32.21 | 7: iteration 27330/ 60336 | consumed samples: 6996480 | consumed tokens: 14328791040 | elapsed time per iteration (s): 0.37 | learning rate: 1.248E-04 | global batch size: 256 | lm loss: 3.455819E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.543 | TFLOPs: 32.23 | 7: iteration 27340/ 60336 | consumed samples: 6999040 | consumed tokens: 14334033920 | elapsed time per iteration (s): 0.37 | learning rate: 1.247E-04 | global batch size: 256 | lm loss: 3.460510E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.002 | TFLOPs: 32.21 | 7: iteration 27350/ 60336 | consumed samples: 7001600 | consumed tokens: 14339276800 | elapsed time per iteration (s): 0.37 | learning rate: 1.247E-04 | global batch size: 256 | lm loss: 3.459871E+00 | grad norm: 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size: 256 | lm loss: 3.463703E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.173 | TFLOPs: 32.21 | 7: iteration 27390/ 60336 | consumed samples: 7011840 | consumed tokens: 14360248320 | elapsed time per iteration (s): 0.37 | learning rate: 1.245E-04 | global batch size: 256 | lm loss: 3.462707E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.109 | TFLOPs: 32.21 | 7: iteration 27400/ 60336 | consumed samples: 7014400 | consumed tokens: 14365491200 | elapsed time per iteration (s): 0.37 | learning rate: 1.245E-04 | global batch size: 256 | lm loss: 3.460264E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.240 | TFLOPs: 32.22 | 7: iteration 27410/ 60336 | consumed samples: 7016960 | consumed tokens: 14370734080 | elapsed time per iteration (s): 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consumed samples: 7032320 | consumed tokens: 14402191360 | elapsed time per iteration (s): 0.37 | learning rate: 1.241E-04 | global batch size: 256 | lm loss: 3.457813E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.199 | TFLOPs: 32.22 | 7: iteration 27480/ 60336 | consumed samples: 7034880 | consumed tokens: 14407434240 | elapsed time per iteration (s): 0.37 | learning rate: 1.241E-04 | global batch size: 256 | lm loss: 3.457208E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.072 | TFLOPs: 32.21 | 7: iteration 27490/ 60336 | consumed samples: 7037440 | consumed tokens: 14412677120 | elapsed time per iteration (s): 0.37 | learning rate: 1.240E-04 | global batch size: 256 | lm loss: 3.461584E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.225 | TFLOPs: 32.22 | 7: iteration 27500/ 60336 | consumed samples: 7040000 | consumed tokens: 14417920000 | elapsed time per iteration (s): 0.37 | learning rate: 1.240E-04 | global batch size: 256 | lm loss: 3.453197E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.733 | TFLOPs: 32.19 | 7: iteration 27510/ 60336 | consumed samples: 7042560 | consumed tokens: 14423162880 | elapsed time per iteration (s): 0.37 | learning rate: 1.240E-04 | global batch size: 256 | lm loss: 3.463227E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.369 | TFLOPs: 32.22 | 7: iteration 27520/ 60336 | consumed samples: 7045120 | consumed tokens: 14428405760 | elapsed time per iteration (s): 0.37 | learning rate: 1.239E-04 | global batch size: 256 | lm loss: 3.460668E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.347 | TFLOPs: 32.22 | 7: iteration 27530/ 60336 | consumed samples: 7047680 | consumed tokens: 14433648640 | elapsed time per iteration (s): 0.37 | learning rate: 1.239E-04 | global batch size: 256 | lm loss: 3.462986E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.429 | TFLOPs: 31.95 | 7: iteration 27540/ 60336 | consumed samples: 7050240 | consumed tokens: 14438891520 | elapsed time per iteration (s): 0.37 | learning rate: 1.238E-04 | global batch size: 256 | lm loss: 3.460701E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.350 | TFLOPs: 32.22 | 7: iteration 27550/ 60336 | consumed samples: 7052800 | consumed tokens: 14444134400 | elapsed time per iteration (s): 0.37 | learning rate: 1.238E-04 | global batch size: 256 | lm loss: 3.454678E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.166 | TFLOPs: 32.21 | 7: iteration 27560/ 60336 | consumed samples: 7055360 | consumed tokens: 14449377280 | elapsed time per iteration (s): 0.37 | learning rate: 1.237E-04 | global batch size: 256 | lm loss: 3.453314E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.931 | TFLOPs: 32.20 | 7: iteration 27570/ 60336 | consumed samples: 7057920 | consumed tokens: 14454620160 | elapsed time per iteration (s): 0.37 | learning rate: 1.237E-04 | global batch size: 256 | lm loss: 3.459890E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.234 | TFLOPs: 32.22 | 7: iteration 27580/ 60336 | consumed samples: 7060480 | consumed tokens: 14459863040 | elapsed time per iteration (s): 0.37 | learning rate: 1.236E-04 | global batch size: 256 | lm loss: 3.463235E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.510 | TFLOPs: 32.18 | 7: iteration 27590/ 60336 | consumed samples: 7063040 | consumed tokens: 14465105920 | elapsed time per iteration (s): 0.37 | learning rate: 1.236E-04 | global batch size: 256 | lm loss: 3.452906E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.766 | TFLOPs: 32.20 | 7: iteration 27600/ 60336 | consumed samples: 7065600 | consumed tokens: 14470348800 | elapsed time per iteration (s): 0.37 | learning rate: 1.235E-04 | global batch size: 256 | lm loss: 3.453721E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.006 | TFLOPs: 32.21 | 7: iteration 27610/ 60336 | consumed samples: 7068160 | consumed tokens: 14475591680 | elapsed time per iteration (s): 0.37 | learning rate: 1.235E-04 | global batch size: 256 | lm loss: 3.455027E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.031 | TFLOPs: 32.21 | 7: iteration 27620/ 60336 | consumed samples: 7070720 | consumed tokens: 14480834560 | elapsed time per iteration (s): 0.37 | learning rate: 1.234E-04 | global batch size: 256 | lm loss: 3.456143E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.779 | TFLOPs: 32.20 | 7: iteration 27630/ 60336 | consumed samples: 7073280 | consumed tokens: 14486077440 | elapsed time per iteration (s): 0.37 | learning rate: 1.234E-04 | global batch size: 256 | lm loss: 3.456030E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.808 | TFLOPs: 32.20 | 7: iteration 27640/ 60336 | consumed samples: 7075840 | consumed tokens: 14491320320 | elapsed time per iteration (s): 0.37 | learning rate: 1.233E-04 | global batch size: 256 | lm loss: 3.453403E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.956 | TFLOPs: 32.20 | 7: iteration 27650/ 60336 | consumed samples: 7078400 | consumed tokens: 14496563200 | elapsed time per iteration (s): 0.37 | learning rate: 1.233E-04 | global batch size: 256 | lm loss: 3.463843E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.646 | TFLOPs: 32.19 | 7: iteration 27660/ 60336 | consumed samples: 7080960 | consumed tokens: 14501806080 | elapsed time per iteration (s): 0.37 | learning rate: 1.233E-04 | global batch size: 256 | lm loss: 3.459723E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.812 | TFLOPs: 32.20 | 7: iteration 27670/ 60336 | consumed samples: 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iteration 27700/ 60336 | consumed samples: 7091200 | consumed tokens: 14522777600 | elapsed time per iteration (s): 0.37 | learning rate: 1.231E-04 | global batch size: 256 | lm loss: 3.456758E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.625 | TFLOPs: 32.14 | 7: iteration 27710/ 60336 | consumed samples: 7093760 | consumed tokens: 14528020480 | elapsed time per iteration (s): 0.37 | learning rate: 1.230E-04 | global batch size: 256 | lm loss: 3.454848E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.679 | TFLOPs: 32.14 | 7: iteration 27720/ 60336 | consumed samples: 7096320 | consumed tokens: 14533263360 | elapsed time per iteration (s): 0.37 | learning rate: 1.230E-04 | global batch size: 256 | lm loss: 3.458628E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.968 | TFLOPs: 32.16 | 7: iteration 27730/ 60336 | consumed samples: 7098880 | consumed tokens: 14538506240 | elapsed time per iteration (s): 0.37 | learning rate: 1.229E-04 | global batch size: 256 | lm loss: 3.451712E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.225 | TFLOPs: 32.22 | 7: iteration 27740/ 60336 | consumed samples: 7101440 | consumed tokens: 14543749120 | elapsed time per iteration (s): 0.37 | learning rate: 1.229E-04 | global batch size: 256 | lm loss: 3.456664E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.388 | TFLOPs: 32.18 | 7: iteration 27750/ 60336 | consumed samples: 7104000 | consumed tokens: 14548992000 | elapsed time per iteration (s): 0.37 | learning rate: 1.228E-04 | global batch size: 256 | lm loss: 3.458277E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.624 | TFLOPs: 32.19 | 7: iteration 27760/ 60336 | consumed samples: 7106560 | consumed tokens: 14554234880 | elapsed time per iteration (s): 0.37 | learning rate: 1.228E-04 | global batch size: 256 | lm loss: 3.459726E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.651 | TFLOPs: 32.19 | 7: iteration 27770/ 60336 | consumed samples: 7109120 | consumed tokens: 14559477760 | elapsed time per iteration (s): 0.37 | learning rate: 1.227E-04 | global batch size: 256 | lm loss: 3.455651E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.107 | TFLOPs: 32.21 | 7: iteration 27780/ 60336 | consumed samples: 7111680 | consumed tokens: 14564720640 | elapsed time per iteration (s): 0.37 | learning rate: 1.227E-04 | global batch size: 256 | lm loss: 3.454767E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.839 | TFLOPs: 32.20 | 7: iteration 27790/ 60336 | consumed samples: 7114240 | consumed tokens: 14569963520 | elapsed time per iteration (s): 0.37 | learning rate: 1.226E-04 | global batch size: 256 | lm loss: 3.450172E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.648 | TFLOPs: 32.19 | 7: iteration 27800/ 60336 | consumed samples: 7116800 | consumed tokens: 14575206400 | elapsed time per iteration (s): 0.37 | learning rate: 1.226E-04 | global batch size: 256 | lm loss: 3.454398E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.103 | TFLOPs: 32.21 | 7: iteration 27810/ 60336 | consumed samples: 7119360 | consumed tokens: 14580449280 | elapsed time per iteration (s): 0.37 | learning rate: 1.225E-04 | global batch size: 256 | lm loss: 3.457080E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.544 | TFLOPs: 32.23 | 7: iteration 27820/ 60336 | consumed samples: 7121920 | consumed tokens: 14585692160 | elapsed time per iteration (s): 0.37 | learning rate: 1.225E-04 | global batch size: 256 | lm loss: 3.452589E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.347 | TFLOPs: 32.22 | 7: iteration 27830/ 60336 | consumed samples: 7124480 | consumed tokens: 14590935040 | elapsed time per iteration (s): 0.37 | learning rate: 1.225E-04 | global batch size: 256 | lm loss: 3.459039E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.064 | TFLOPs: 32.21 | 7: iteration 27840/ 60336 | consumed samples: 7127040 | consumed tokens: 14596177920 | elapsed time per iteration (s): 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iterations: 0 | samples per second: 689.927 | TFLOPs: 32.20 | 7: iteration 27960/ 60336 | consumed samples: 7157760 | consumed tokens: 14659092480 | elapsed time per iteration (s): 0.37 | learning rate: 1.218E-04 | global batch size: 256 | lm loss: 3.451148E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.885 | TFLOPs: 32.20 | 7: iteration 27970/ 60336 | consumed samples: 7160320 | consumed tokens: 14664335360 | elapsed time per iteration (s): 0.37 | learning rate: 1.218E-04 | global batch size: 256 | lm loss: 3.459838E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.982 | TFLOPs: 32.21 | 7: iteration 27980/ 60336 | consumed samples: 7162880 | consumed tokens: 14669578240 | elapsed time per iteration (s): 0.37 | learning rate: 1.218E-04 | global batch size: 256 | lm loss: 3.447431E+00 | grad norm: 0.269 | num zeros: 0.0 | 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690.108 | TFLOPs: 32.21 | 0: steps: 28000 loss: 3.4532 iter time (s): 0.370 samples/sec: 692.254 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 28000 | lm loss value: 3.937367E+00 | lm loss PPL: 5.128342E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 28000 to checkpoints_146m32b100mdedup 0: [2023-03-17 02:49:50,809] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step28000 is begin to save! 0: [2023-03-17 02:49:50,812] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step28000/layer_01-model_00-model_states.pt... 0: [2023-03-17 02:49:50,897] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step28000/layer_01-model_00-model_states.pt. 0: [2023-03-17 02:49:50,897] [INFO] 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6: [2023-03-17 02:49:51,165] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 6: [2023-03-17 02:49:51,165] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:49:51,165] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-17 02:49:51,165] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 0: [2023-03-17 02:49:51,183] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt. 1: [2023-03-17 02:49:51,107] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt. 1: 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[2023-03-17 02:49:51,114] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 4: [2023-03-17 02:49:51,114] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-17 02:49:51,114] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 4: [2023-03-17 02:49:51,114] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:49:51,114] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 4: [2023-03-17 02:49:51,114] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 3: [2023-03-17 02:49:51,284] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt. 3: [2023-03-17 02:49:51,284] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-17 02:49:51,284] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 3: [2023-03-17 02:49:51,284] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt 3: [2023-03-17 02:49:51,284] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-17 02:49:51,284] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-17 02:49:51,284] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 3: [2023-03-17 02:49:51,284] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 3: [2023-03-17 02:49:51,284] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 7: [2023-03-17 02:49:51,119] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 0: [2023-03-17 02:49:51,195] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 02:49:51,196] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 7: [2023-03-17 02:49:51,119] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-17 02:49:51,119] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 3: [2023-03-17 02:49:51,286] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt. 3: [2023-03-17 02:49:51,287] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-17 02:49:51,287] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 3: [2023-03-17 02:49:51,287] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 3: [2023-03-17 02:49:51,287] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 3: [2023-03-17 02:49:51,287] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 2: [2023-03-17 02:49:51,120] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:49:51,121] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-17 02:49:51,121] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 2: [2023-03-17 02:49:51,123] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:49:51,123] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 02:49:51,123] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 4: [2023-03-17 02:49:51,124] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:49:51,124] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step28000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-17 02:49:51,125] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now! 0: successfully saved checkpoint at iteration 28000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 401.93 7: iteration 28010/ 60336 | consumed samples: 7170560 | consumed tokens: 14685306880 | elapsed time per iteration (s): 0.42 | learning rate: 1.216E-04 | global batch size: 256 | lm loss: 3.455963E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 605.637 | TFLOPs: 28.27 | 7: iteration 28020/ 60336 | consumed samples: 7173120 | consumed tokens: 14690549760 | elapsed time per iteration (s): 0.37 | learning rate: 1.216E-04 | global batch size: 256 | lm loss: 3.455530E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.590 | TFLOPs: 32.23 | 7: iteration 28030/ 60336 | consumed samples: 7175680 | consumed tokens: 14695792640 | elapsed time per iteration (s): 0.37 | learning rate: 1.215E-04 | global batch size: 256 | lm loss: 3.454187E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.583 | TFLOPs: 32.23 | 7: iteration 28040/ 60336 | consumed samples: 7178240 | consumed tokens: 14701035520 | elapsed time per iteration (s): 0.37 | learning rate: 1.215E-04 | global batch size: 256 | lm loss: 3.451543E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.417 | TFLOPs: 32.23 | 7: iteration 28050/ 60336 | consumed samples: 7180800 | consumed tokens: 14706278400 | elapsed time per iteration (s): 0.37 | learning rate: 1.214E-04 | global batch size: 256 | lm loss: 3.455926E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.607 | TFLOPs: 32.23 | 7: iteration 28060/ 60336 | consumed samples: 7183360 | consumed tokens: 14711521280 | elapsed time per iteration (s): 0.37 | learning rate: 1.214E-04 | global batch size: 256 | lm loss: 3.451994E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.402 | TFLOPs: 32.23 | 7: iteration 28070/ 60336 | consumed samples: 7185920 | consumed tokens: 14716764160 | elapsed time per iteration (s): 0.37 | learning rate: 1.213E-04 | global batch size: 256 | lm loss: 3.453774E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.772 | TFLOPs: 32.24 | 7: iteration 28080/ 60336 | consumed samples: 7188480 | consumed tokens: 14722007040 | elapsed time per iteration (s): 0.37 | learning rate: 1.213E-04 | global batch size: 256 | lm loss: 3.455310E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.359 | TFLOPs: 32.22 | 7: iteration 28090/ 60336 | consumed samples: 7191040 | consumed tokens: 14727249920 | elapsed time per iteration (s): 0.37 | learning rate: 1.212E-04 | global batch size: 256 | lm loss: 3.449243E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.310 | TFLOPs: 32.22 | 7: iteration 28100/ 60336 | consumed samples: 7193600 | consumed tokens: 14732492800 | elapsed time per iteration (s): 0.37 | learning rate: 1.212E-04 | global batch size: 256 | lm loss: 3.456818E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.428 | TFLOPs: 32.23 | 7: iteration 28110/ 60336 | consumed samples: 7196160 | consumed tokens: 14737735680 | elapsed time per iteration (s): 0.37 | learning rate: 1.211E-04 | global batch size: 256 | lm loss: 3.452351E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.815 | TFLOPs: 32.20 | 7: iteration 28120/ 60336 | consumed samples: 7198720 | consumed tokens: 14742978560 | elapsed time per iteration (s): 0.37 | learning rate: 1.211E-04 | global batch size: 256 | lm loss: 3.459853E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.491 | TFLOPs: 32.18 | 7: iteration 28130/ 60336 | consumed samples: 7201280 | consumed tokens: 14748221440 | elapsed time per iteration (s): 0.37 | learning rate: 1.210E-04 | global batch size: 256 | lm loss: 3.452678E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.909 | TFLOPs: 32.20 | 7: iteration 28140/ 60336 | consumed samples: 7203840 | consumed tokens: 14753464320 | elapsed time per iteration (s): 0.37 | learning rate: 1.210E-04 | global batch size: 256 | lm loss: 3.453563E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.658 | TFLOPs: 32.19 | 7: iteration 28150/ 60336 | consumed samples: 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iteration 28180/ 60336 | consumed samples: 7214080 | consumed tokens: 14774435840 | elapsed time per iteration (s): 0.37 | learning rate: 1.208E-04 | global batch size: 256 | lm loss: 3.448159E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.056 | TFLOPs: 32.16 | 7: iteration 28190/ 60336 | consumed samples: 7216640 | consumed tokens: 14779678720 | elapsed time per iteration (s): 0.37 | learning rate: 1.208E-04 | global batch size: 256 | lm loss: 3.453428E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.957 | TFLOPs: 32.11 | 7: iteration 28200/ 60336 | consumed samples: 7219200 | consumed tokens: 14784921600 | elapsed time per iteration (s): 0.37 | learning rate: 1.207E-04 | global batch size: 256 | lm loss: 3.458717E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.363 | TFLOPs: 32.13 | 7: iteration 28210/ 60336 | consumed samples: 7221760 | consumed tokens: 14790164480 | elapsed time per iteration (s): 0.37 | learning rate: 1.207E-04 | global batch size: 256 | lm loss: 3.452819E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.479 | TFLOPs: 32.14 | 7: iteration 28220/ 60336 | consumed samples: 7224320 | consumed tokens: 14795407360 | elapsed time per iteration (s): 0.37 | learning rate: 1.206E-04 | global batch size: 256 | lm loss: 3.446165E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.957 | TFLOPs: 32.16 | 7: iteration 28230/ 60336 | consumed samples: 7226880 | consumed tokens: 14800650240 | elapsed time per iteration (s): 0.37 | learning rate: 1.206E-04 | global batch size: 256 | lm loss: 3.451321E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.141 | TFLOPs: 32.17 | 7: iteration 28240/ 60336 | consumed samples: 7229440 | consumed tokens: 14805893120 | elapsed time per iteration (s): 0.37 | learning rate: 1.205E-04 | global batch size: 256 | lm loss: 3.449197E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.962 | TFLOPs: 32.20 | 7: iteration 28250/ 60336 | consumed samples: 7232000 | consumed tokens: 14811136000 | elapsed time per iteration (s): 0.37 | learning rate: 1.205E-04 | global batch size: 256 | lm loss: 3.449339E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.395 | TFLOPs: 32.23 | 7: iteration 28260/ 60336 | consumed samples: 7234560 | consumed tokens: 14816378880 | elapsed time per iteration (s): 0.37 | learning rate: 1.204E-04 | global batch size: 256 | lm loss: 3.447116E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.919 | TFLOPs: 32.20 | 7: iteration 28270/ 60336 | consumed samples: 7237120 | consumed tokens: 14821621760 | elapsed time per iteration (s): 0.37 | learning rate: 1.204E-04 | global batch size: 256 | lm loss: 3.458955E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.905 | TFLOPs: 32.20 | 7: iteration 28280/ 60336 | consumed samples: 7239680 | consumed tokens: 14826864640 | elapsed time per iteration (s): 0.37 | learning rate: 1.203E-04 | global batch size: 256 | lm loss: 3.456424E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.941 | TFLOPs: 32.20 | 7: iteration 28290/ 60336 | consumed samples: 7242240 | consumed tokens: 14832107520 | elapsed time per iteration (s): 0.37 | learning rate: 1.203E-04 | global batch size: 256 | lm loss: 3.453429E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.705 | TFLOPs: 32.19 | 7: iteration 28300/ 60336 | consumed samples: 7244800 | consumed tokens: 14837350400 | elapsed time per iteration (s): 0.37 | learning rate: 1.202E-04 | global batch size: 256 | lm loss: 3.454200E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.522 | TFLOPs: 32.18 | 7: iteration 28310/ 60336 | consumed samples: 7247360 | consumed tokens: 14842593280 | elapsed time per iteration (s): 0.37 | learning rate: 1.202E-04 | global batch size: 256 | lm loss: 3.453304E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.055 | TFLOPs: 31.88 | 7: iteration 28320/ 60336 | consumed samples: 7249920 | consumed tokens: 14847836160 | elapsed time per iteration (s): 0.37 | learning rate: 1.202E-04 | global batch size: 256 | lm loss: 3.455558E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.694 | TFLOPs: 32.15 | 7: iteration 28330/ 60336 | consumed samples: 7252480 | consumed tokens: 14853079040 | elapsed time per iteration (s): 0.37 | learning rate: 1.201E-04 | global batch size: 256 | lm loss: 3.453610E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.052 | TFLOPs: 32.12 | 7: iteration 28340/ 60336 | consumed samples: 7255040 | consumed tokens: 14858321920 | elapsed time per iteration (s): 0.37 | learning rate: 1.201E-04 | global batch size: 256 | lm loss: 3.453581E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.087 | TFLOPs: 32.21 | 7: iteration 28350/ 60336 | consumed samples: 7257600 | consumed tokens: 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consumed samples: 7265280 | consumed tokens: 14879293440 | elapsed time per iteration (s): 0.38 | learning rate: 1.199E-04 | global batch size: 256 | lm loss: 3.452028E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.528 | TFLOPs: 31.72 | 7: iteration 28390/ 60336 | consumed samples: 7267840 | consumed tokens: 14884536320 | elapsed time per iteration (s): 0.37 | learning rate: 1.198E-04 | global batch size: 256 | lm loss: 3.451522E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.042 | TFLOPs: 32.21 | 7: iteration 28400/ 60336 | consumed samples: 7270400 | consumed tokens: 14889779200 | elapsed time per iteration (s): 0.37 | learning rate: 1.198E-04 | global batch size: 256 | lm loss: 3.449851E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.019 | TFLOPs: 32.21 | 7: iteration 28410/ 60336 | consumed samples: 7272960 | consumed tokens: 14895022080 | elapsed time per iteration (s): 0.37 | learning rate: 1.197E-04 | global batch size: 256 | lm loss: 3.447099E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.158 | TFLOPs: 32.21 | 7: iteration 28420/ 60336 | consumed samples: 7275520 | consumed tokens: 14900264960 | elapsed time per iteration (s): 0.37 | learning rate: 1.197E-04 | global batch size: 256 | lm loss: 3.455899E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.238 | TFLOPs: 32.22 | 7: iteration 28430/ 60336 | consumed samples: 7278080 | consumed tokens: 14905507840 | elapsed time per iteration (s): 0.37 | learning rate: 1.196E-04 | global batch size: 256 | lm loss: 3.449506E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.664 | TFLOPs: 32.19 | 7: iteration 28440/ 60336 | consumed samples: 7280640 | consumed tokens: 14910750720 | elapsed time per iteration (s): 0.37 | learning rate: 1.196E-04 | global batch size: 256 | lm loss: 3.449579E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.994 | TFLOPs: 32.21 | 7: iteration 28450/ 60336 | consumed samples: 7283200 | consumed tokens: 14915993600 | elapsed time per iteration (s): 0.37 | learning rate: 1.195E-04 | global batch size: 256 | lm loss: 3.453049E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.380 | TFLOPs: 32.22 | 7: iteration 28460/ 60336 | consumed samples: 7285760 | consumed tokens: 14921236480 | elapsed time per iteration (s): 0.37 | learning rate: 1.195E-04 | global batch size: 256 | lm loss: 3.452884E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.539 | TFLOPs: 32.23 | 7: iteration 28470/ 60336 | consumed samples: 7288320 | consumed tokens: 14926479360 | elapsed time per iteration (s): 0.37 | learning rate: 1.194E-04 | global batch size: 256 | lm loss: 3.448895E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.637 | TFLOPs: 32.05 | 7: iteration 28480/ 60336 | consumed samples: 7290880 | consumed tokens: 14931722240 | elapsed time per iteration (s): 0.37 | learning rate: 1.194E-04 | global batch size: 256 | lm loss: 3.456961E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.026 | TFLOPs: 32.21 | 7: iteration 28490/ 60336 | consumed samples: 7293440 | consumed tokens: 14936965120 | elapsed time per iteration (s): 0.37 | learning rate: 1.194E-04 | global batch size: 256 | lm loss: 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iteration 28610/ 60336 | consumed samples: 7324160 | consumed tokens: 14999879680 | elapsed time per iteration (s): 0.37 | learning rate: 1.188E-04 | global batch size: 256 | lm loss: 3.448094E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.417 | TFLOPs: 32.23 | 7: iteration 28620/ 60336 | consumed samples: 7326720 | consumed tokens: 15005122560 | elapsed time per iteration (s): 0.37 | learning rate: 1.187E-04 | global batch size: 256 | lm loss: 3.452496E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.492 | TFLOPs: 32.23 | 7: iteration 28630/ 60336 | consumed samples: 7329280 | consumed tokens: 15010365440 | elapsed time per iteration (s): 0.37 | learning rate: 1.187E-04 | global batch size: 256 | lm loss: 3.443620E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | 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1.172E-04 | global batch size: 256 | lm loss: 3.445138E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.646 | TFLOPs: 32.24 | 7: iteration 28960/ 60336 | consumed samples: 7413760 | consumed tokens: 15183380480 | elapsed time per iteration (s): 0.37 | learning rate: 1.171E-04 | global batch size: 256 | lm loss: 3.449224E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.635 | TFLOPs: 32.24 | 7: iteration 28970/ 60336 | consumed samples: 7416320 | consumed tokens: 15188623360 | elapsed time per iteration (s): 0.37 | learning rate: 1.171E-04 | global batch size: 256 | lm loss: 3.451249E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.687 | TFLOPs: 32.24 | 7: iteration 28980/ 60336 | consumed samples: 7418880 | consumed tokens: 15193866240 | elapsed time per iteration (s): 0.37 | learning rate: 1.170E-04 | global batch size: 256 | lm loss: 3.447312E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.496 | TFLOPs: 32.23 | 7: iteration 28990/ 60336 | consumed samples: 7421440 | consumed tokens: 15199109120 | elapsed time per iteration (s): 0.37 | learning rate: 1.170E-04 | global batch size: 256 | lm loss: 3.446331E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.330 | TFLOPs: 32.22 | 7: iteration 29000/ 60336 | consumed samples: 7424000 | consumed tokens: 15204352000 | elapsed time per iteration (s): 0.37 | learning rate: 1.169E-04 | global batch size: 256 | lm loss: 3.443063E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.221 | TFLOPs: 32.22 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 29000 | lm loss value: 3.876272E+00 | lm loss PPL: 4.824402E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 29000 to checkpoints_146m32b100mdedup 0: [2023-03-17 02:56:02,528] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step29000 is begin to save! 0: [2023-03-17 02:56:02,533] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step29000/layer_01-model_00-model_states.pt... 0: [2023-03-17 02:56:02,617] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step29000/layer_01-model_00-model_states.pt. 0: [2023-03-17 02:56:02,617] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step29000/layer_03-model_00-model_states.pt... 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[INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt. 1: [2023-03-17 02:56:02,833] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-17 02:56:02,833] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-17 02:56:02,833] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 1: [2023-03-17 02:56:02,833] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 1: [2023-03-17 02:56:02,833] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-17 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checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-17 02:56:02,832] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 5: [2023-03-17 02:56:02,834] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 5: [2023-03-17 02:56:02,835] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-17 02:56:02,835] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 5: [2023-03-17 02:56:02,835] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 5: [2023-03-17 02:56:02,835] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-17 02:56:02,835] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 5: [2023-03-17 02:56:02,835] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 5: [2023-03-17 02:56:02,835] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 5: [2023-03-17 02:56:02,835] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 2: [2023-03-17 02:56:02,833] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:56:02,833] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:56:02,833] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-17 02:56:02,833] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-17 02:56:02,833] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 2: [2023-03-17 02:56:02,833] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 2: [2023-03-17 02:56:02,836] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt. 2: [2023-03-17 02:56:02,836] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] 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[Torch] Saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:56:02,836] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 4: [2023-03-17 02:56:02,836] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-17 02:56:02,836] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt 4: [2023-03-17 02:56:02,836] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 4: [2023-03-17 02:56:02,836] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready 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[2023-03-17 02:56:02,841] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 7: [2023-03-17 02:56:02,841] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 7: [2023-03-17 02:56:02,841] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt. 7: [2023-03-17 02:56:02,841] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 7: [2023-03-17 02:56:02,841] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-17 02:56:02,841] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-17 02:56:03,008] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 3: [2023-03-17 02:56:03,008] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 6: [2023-03-17 02:56:02,900] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:56:02,900] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-17 02:56:02,900] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-17 02:56:02,900] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero 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checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 02:56:02,841] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-17 02:56:02,841] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 02:56:02,841] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 2: [2023-03-17 02:56:02,841] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 2: [2023-03-17 02:56:02,841] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 2: [2023-03-17 02:56:02,841] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 0: [2023-03-17 02:56:02,934] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step29000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 02:56:02,934] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now! 0: successfully saved checkpoint at iteration 29000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 411.63 7: iteration 29010/ 60336 | consumed samples: 7426560 | consumed tokens: 15209594880 | elapsed time per iteration (s): 0.42 | learning rate: 1.169E-04 | global batch size: 256 | lm loss: 3.447366E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 607.623 | TFLOPs: 28.36 | 7: iteration 29020/ 60336 | consumed samples: 7429120 | consumed tokens: 15214837760 | elapsed time per iteration (s): 0.37 | learning rate: 1.169E-04 | global batch size: 256 | lm loss: 3.448075E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.609 | TFLOPs: 32.24 | 7: iteration 29030/ 60336 | consumed samples: 7431680 | consumed tokens: 15220080640 | elapsed time per iteration (s): 0.37 | learning rate: 1.168E-04 | global batch size: 256 | lm loss: 3.447017E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.620 | TFLOPs: 32.24 | 7: iteration 29040/ 60336 | consumed samples: 7434240 | consumed tokens: 15225323520 | elapsed time per iteration (s): 0.37 | learning rate: 1.168E-04 | global batch size: 256 | lm loss: 3.459431E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.544 | TFLOPs: 32.23 | 7: iteration 29050/ 60336 | consumed samples: 7436800 | consumed tokens: 15230566400 | elapsed time per iteration (s): 0.38 | learning rate: 1.167E-04 | global batch size: 256 | lm loss: 3.445714E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.469 | TFLOPs: 31.62 | 7: iteration 29060/ 60336 | consumed samples: 7439360 | consumed tokens: 15235809280 | elapsed time per iteration (s): 0.37 | learning rate: 1.167E-04 | global batch size: 256 | lm loss: 3.443226E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.528 | TFLOPs: 32.23 | 7: iteration 29070/ 60336 | consumed samples: 7441920 | consumed tokens: 15241052160 | elapsed time per iteration (s): 0.37 | learning rate: 1.166E-04 | global batch size: 256 | lm loss: 3.450538E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.397 | TFLOPs: 32.04 | 7: iteration 29080/ 60336 | consumed samples: 7444480 | consumed tokens: 15246295040 | elapsed time per iteration (s): 0.37 | learning rate: 1.166E-04 | global batch size: 256 | lm loss: 3.453014E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.480 | TFLOPs: 32.04 | 7: iteration 29090/ 60336 | consumed samples: 7447040 | consumed tokens: 15251537920 | elapsed time per iteration (s): 0.37 | learning rate: 1.165E-04 | global batch size: 256 | lm loss: 3.440901E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.647 | TFLOPs: 31.91 | 7: iteration 29100/ 60336 | consumed samples: 7449600 | consumed tokens: 15256780800 | elapsed time per iteration (s): 0.37 | learning rate: 1.165E-04 | global batch size: 256 | lm loss: 3.442385E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.226 | TFLOPs: 32.22 | 7: iteration 29110/ 60336 | consumed samples: 7452160 | consumed tokens: 15262023680 | elapsed time per iteration (s): 0.37 | learning rate: 1.164E-04 | global batch size: 256 | lm loss: 3.451114E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.485 | TFLOPs: 32.23 | 7: iteration 29120/ 60336 | consumed samples: 7454720 | consumed tokens: 15267266560 | elapsed time per iteration (s): 0.37 | learning rate: 1.164E-04 | global batch size: 256 | lm loss: 3.450352E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.561 | TFLOPs: 32.23 | 7: iteration 29130/ 60336 | consumed samples: 7457280 | consumed tokens: 15272509440 | elapsed time per iteration (s): 0.37 | learning rate: 1.163E-04 | global batch size: 256 | lm loss: 3.445208E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.572 | TFLOPs: 32.23 | 7: iteration 29140/ 60336 | consumed samples: 7459840 | consumed tokens: 15277752320 | elapsed time per iteration (s): 0.37 | learning rate: 1.163E-04 | global batch size: 256 | lm loss: 3.441753E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.560 | TFLOPs: 32.05 | 7: iteration 29150/ 60336 | consumed samples: 7462400 | consumed tokens: 15282995200 | elapsed time per iteration (s): 0.37 | learning rate: 1.162E-04 | global batch size: 256 | lm loss: 3.454772E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.354 | TFLOPs: 32.22 | 7: iteration 29160/ 60336 | consumed samples: 7464960 | consumed tokens: 15288238080 | elapsed time per iteration (s): 0.38 | learning rate: 1.162E-04 | global batch size: 256 | lm loss: 3.450890E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.401 | TFLOPs: 31.81 | 7: iteration 29170/ 60336 | consumed samples: 7467520 | consumed tokens: 15293480960 | elapsed time per iteration (s): 0.37 | learning rate: 1.161E-04 | global batch size: 256 | lm loss: 3.443716E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.733 | TFLOPs: 32.01 | 7: iteration 29180/ 60336 | consumed samples: 7470080 | consumed tokens: 15298723840 | elapsed time per iteration (s): 0.37 | learning rate: 1.161E-04 | global batch size: 256 | lm loss: 3.452271E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.963 | TFLOPs: 32.20 | 7: iteration 29190/ 60336 | consumed samples: 7472640 | consumed tokens: 15303966720 | elapsed time per iteration (s): 0.37 | learning rate: 1.161E-04 | global batch size: 256 | lm loss: 3.444598E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.942 | TFLOPs: 32.20 | 7: iteration 29200/ 60336 | consumed samples: 7475200 | consumed tokens: 15309209600 | elapsed time per iteration (s): 0.37 | learning rate: 1.160E-04 | global batch size: 256 | lm loss: 3.443066E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.566 | TFLOPs: 32.19 | 7: iteration 29210/ 60336 | consumed samples: 7477760 | consumed tokens: 15314452480 | elapsed time per iteration (s): 0.37 | learning rate: 1.160E-04 | global batch size: 256 | lm loss: 3.443382E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.016 | TFLOPs: 32.21 | 7: iteration 29220/ 60336 | consumed samples: 7480320 | consumed tokens: 15319695360 | elapsed time per iteration (s): 0.37 | learning rate: 1.159E-04 | global batch size: 256 | lm loss: 3.436833E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.914 | TFLOPs: 32.20 | 7: iteration 29230/ 60336 | consumed samples: 7482880 | consumed tokens: 15324938240 | elapsed time per iteration (s): 0.37 | learning rate: 1.159E-04 | global batch size: 256 | lm loss: 3.445695E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.997 | TFLOPs: 32.21 | 7: iteration 29240/ 60336 | consumed samples: 7485440 | consumed tokens: 15330181120 | elapsed time per iteration (s): 0.37 | learning rate: 1.158E-04 | global batch size: 256 | lm loss: 3.444363E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.033 | TFLOPs: 32.21 | 7: iteration 29250/ 60336 | consumed samples: 7488000 | consumed tokens: 15335424000 | elapsed time per iteration (s): 0.37 | learning rate: 1.158E-04 | global batch size: 256 | lm loss: 3.447551E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.115 | TFLOPs: 32.21 | 7: iteration 29260/ 60336 | consumed samples: 7490560 | consumed tokens: 15340666880 | elapsed time per iteration (s): 0.37 | learning rate: 1.157E-04 | global batch size: 256 | lm loss: 3.439522E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.278 | TFLOPs: 32.22 | 7: iteration 29270/ 60336 | consumed samples: 7493120 | consumed tokens: 15345909760 | elapsed time per iteration (s): 0.37 | learning rate: 1.157E-04 | global batch size: 256 | lm loss: 3.444712E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.385 | TFLOPs: 32.22 | 7: iteration 29280/ 60336 | consumed samples: 7495680 | consumed tokens: 15351152640 | elapsed time per iteration (s): 0.37 | learning rate: 1.156E-04 | global batch size: 256 | lm loss: 3.446684E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.413 | TFLOPs: 32.23 | 7: iteration 29290/ 60336 | consumed samples: 7498240 | consumed tokens: 15356395520 | elapsed time per iteration (s): 0.37 | learning rate: 1.156E-04 | global batch size: 256 | lm loss: 3.448830E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.334 | TFLOPs: 32.22 | 7: iteration 29300/ 60336 | consumed samples: 7500800 | consumed tokens: 15361638400 | elapsed time per iteration (s): 0.37 | learning rate: 1.155E-04 | global batch size: 256 | lm loss: 3.448021E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.251 | TFLOPs: 32.22 | 7: iteration 29310/ 60336 | consumed samples: 7503360 | consumed tokens: 15366881280 | elapsed time per iteration (s): 0.37 | learning rate: 1.155E-04 | global batch size: 256 | lm loss: 3.448209E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.227 | TFLOPs: 32.22 | 7: iteration 29320/ 60336 | consumed samples: 7505920 | consumed tokens: 15372124160 | elapsed time per iteration (s): 0.37 | learning rate: 1.154E-04 | global batch size: 256 | lm loss: 3.438746E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.138 | TFLOPs: 32.21 | 7: iteration 29330/ 60336 | consumed samples: 7508480 | consumed tokens: 15377367040 | elapsed time per iteration (s): 0.37 | learning rate: 1.154E-04 | global batch size: 256 | lm loss: 3.446068E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.317 | TFLOPs: 32.22 | 7: iteration 29340/ 60336 | consumed samples: 7511040 | consumed tokens: 15382609920 | elapsed time per iteration (s): 0.37 | learning rate: 1.153E-04 | global batch size: 256 | lm loss: 3.440478E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.008 | TFLOPs: 32.21 | 7: iteration 29350/ 60336 | consumed samples: 7513600 | consumed tokens: 15387852800 | elapsed time per iteration (s): 0.37 | learning rate: 1.153E-04 | global batch size: 256 | lm loss: 3.446363E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.011 | TFLOPs: 32.21 | 7: iteration 29360/ 60336 | consumed samples: 7516160 | consumed tokens: 15393095680 | elapsed time per iteration (s): 0.37 | learning rate: 1.152E-04 | global batch size: 256 | lm loss: 3.448229E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.104 | TFLOPs: 32.21 | 7: iteration 29370/ 60336 | consumed samples: 7518720 | consumed tokens: 15398338560 | elapsed time per iteration (s): 0.37 | learning rate: 1.152E-04 | global batch size: 256 | lm loss: 3.442718E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.223 | TFLOPs: 32.22 | 7: iteration 29380/ 60336 | consumed samples: 7521280 | consumed tokens: 15403581440 | elapsed time per iteration (s): 0.37 | learning rate: 1.152E-04 | global batch size: 256 | lm loss: 3.440289E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.149 | TFLOPs: 32.21 | 7: iteration 29390/ 60336 | consumed samples: 7523840 | consumed tokens: 15408824320 | elapsed time per iteration (s): 0.37 | learning rate: 1.151E-04 | global batch size: 256 | lm loss: 3.451144E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.168 | TFLOPs: 32.21 | 7: iteration 29400/ 60336 | consumed samples: 7526400 | consumed tokens: 15414067200 | elapsed time per iteration (s): 0.37 | learning rate: 1.151E-04 | global batch size: 256 | lm loss: 3.443275E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.262 | TFLOPs: 32.22 | 7: iteration 29410/ 60336 | consumed samples: 7528960 | consumed tokens: 15419310080 | elapsed time per iteration (s): 0.37 | learning rate: 1.150E-04 | global batch size: 256 | lm loss: 3.443672E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.201 | TFLOPs: 32.22 | 7: iteration 29420/ 60336 | consumed samples: 7531520 | consumed tokens: 15424552960 | elapsed time per iteration (s): 0.37 | learning rate: 1.150E-04 | global batch size: 256 | lm loss: 3.442002E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.182 | TFLOPs: 32.22 | 7: iteration 29430/ 60336 | consumed samples: 7534080 | consumed tokens: 15429795840 | elapsed time per iteration (s): 0.37 | learning rate: 1.149E-04 | global batch size: 256 | lm loss: 3.448074E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.911 | TFLOPs: 32.20 | 7: iteration 29440/ 60336 | consumed samples: 7536640 | consumed tokens: 15435038720 | elapsed time per iteration (s): 0.37 | learning rate: 1.149E-04 | global batch size: 256 | lm loss: 3.448897E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.158 | TFLOPs: 32.21 | 7: iteration 29450/ 60336 | consumed samples: 7539200 | consumed tokens: 15440281600 | elapsed time per iteration (s): 0.37 | learning rate: 1.148E-04 | global batch size: 256 | lm loss: 3.446146E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.744 | TFLOPs: 32.19 | 7: iteration 29460/ 60336 | consumed samples: 7541760 | consumed tokens: 15445524480 | elapsed time per iteration (s): 0.37 | learning rate: 1.148E-04 | global batch size: 256 | lm loss: 3.447097E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.199 | TFLOPs: 32.22 | 7: iteration 29470/ 60336 | consumed samples: 7544320 | consumed tokens: 15450767360 | elapsed time per iteration (s): 0.37 | learning rate: 1.147E-04 | global batch size: 256 | lm loss: 3.449103E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.874 | TFLOPs: 32.20 | 7: iteration 29480/ 60336 | consumed samples: 7546880 | consumed tokens: 15456010240 | elapsed time per iteration (s): 0.37 | learning rate: 1.147E-04 | global batch size: 256 | lm loss: 3.439981E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.777 | TFLOPs: 32.20 | 7: iteration 29490/ 60336 | consumed samples: 7549440 | consumed tokens: 15461253120 | elapsed time per iteration (s): 0.37 | learning rate: 1.146E-04 | global batch size: 256 | lm loss: 3.447691E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.063 | TFLOPs: 32.21 | 7: iteration 29500/ 60336 | consumed samples: 7552000 | consumed tokens: 15466496000 | elapsed time per iteration (s): 0.37 | learning rate: 1.146E-04 | global batch size: 256 | lm loss: 3.441888E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.844 | TFLOPs: 32.20 | 7: iteration 29510/ 60336 | consumed samples: 7554560 | consumed tokens: 15471738880 | elapsed time per iteration (s): 0.37 | learning rate: 1.145E-04 | global batch size: 256 | lm loss: 3.449335E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.021 | TFLOPs: 31.97 | 7: iteration 29520/ 60336 | consumed samples: 7557120 | consumed tokens: 15476981760 | elapsed time per iteration (s): 0.37 | learning rate: 1.145E-04 | global batch size: 256 | lm loss: 3.443180E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.718 | TFLOPs: 32.19 | 7: iteration 29530/ 60336 | consumed samples: 7559680 | consumed tokens: 15482224640 | elapsed time per iteration (s): 0.37 | learning rate: 1.144E-04 | global batch size: 256 | lm loss: 3.448566E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.853 | TFLOPs: 32.20 | 7: iteration 29540/ 60336 | consumed samples: 7562240 | consumed tokens: 15487467520 | elapsed time per iteration (s): 0.37 | learning rate: 1.144E-04 | global batch size: 256 | lm loss: 3.444140E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.043 | TFLOPs: 32.21 | 7: iteration 29550/ 60336 | consumed samples: 7564800 | consumed tokens: 15492710400 | elapsed time per iteration (s): 0.37 | learning rate: 1.144E-04 | global batch size: 256 | lm loss: 3.449490E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.714 | TFLOPs: 32.19 | 7: iteration 29560/ 60336 | consumed samples: 7567360 | consumed tokens: 15497953280 | elapsed time per iteration (s): 0.37 | learning rate: 1.143E-04 | global batch size: 256 | lm loss: 3.440996E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.767 | TFLOPs: 32.20 | 7: iteration 29570/ 60336 | consumed samples: 7569920 | consumed tokens: 15503196160 | elapsed time per iteration (s): 0.37 | learning rate: 1.143E-04 | global batch size: 256 | lm loss: 3.447242E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.586 | TFLOPs: 32.09 | 7: iteration 29580/ 60336 | consumed samples: 7572480 | consumed tokens: 15508439040 | elapsed time per iteration (s): 0.37 | learning rate: 1.142E-04 | global batch size: 256 | lm loss: 3.450000E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.588 | TFLOPs: 32.19 | 7: iteration 29590/ 60336 | consumed samples: 7575040 | consumed tokens: 15513681920 | elapsed time per iteration (s): 0.37 | learning rate: 1.142E-04 | global batch size: 256 | lm loss: 3.442846E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.029 | TFLOPs: 32.21 | 7: iteration 29600/ 60336 | consumed samples: 7577600 | consumed tokens: 15518924800 | elapsed time per iteration (s): 0.37 | learning rate: 1.141E-04 | global batch size: 256 | lm loss: 3.448299E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.967 | TFLOPs: 32.21 | 7: iteration 29610/ 60336 | consumed samples: 7580160 | consumed tokens: 15524167680 | elapsed time per iteration (s): 0.37 | learning rate: 1.141E-04 | global batch size: 256 | lm loss: 3.442912E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.065 | TFLOPs: 32.21 | 7: iteration 29620/ 60336 | consumed samples: 7582720 | consumed tokens: 15529410560 | elapsed time per iteration (s): 0.37 | learning rate: 1.140E-04 | global batch size: 256 | lm loss: 3.441887E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.197 | TFLOPs: 32.22 | 7: iteration 29630/ 60336 | consumed samples: 7585280 | consumed tokens: 15534653440 | elapsed time per iteration (s): 0.37 | learning rate: 1.140E-04 | global batch size: 256 | lm loss: 3.444887E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.226 | TFLOPs: 31.89 | 7: iteration 29640/ 60336 | consumed samples: 7587840 | consumed tokens: 15539896320 | elapsed time per iteration (s): 0.37 | learning rate: 1.139E-04 | global batch size: 256 | lm loss: 3.440937E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.547 | TFLOPs: 32.23 | 7: iteration 29650/ 60336 | consumed samples: 7590400 | consumed tokens: 15545139200 | elapsed time per iteration (s): 0.37 | learning rate: 1.139E-04 | global batch size: 256 | lm loss: 3.448968E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.063 | TFLOPs: 32.21 | 7: iteration 29660/ 60336 | consumed samples: 7592960 | consumed tokens: 15550382080 | elapsed time per iteration (s): 0.37 | learning rate: 1.138E-04 | global batch size: 256 | lm loss: 3.449332E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.799 | TFLOPs: 32.20 | 7: iteration 29670/ 60336 | consumed samples: 7595520 | consumed tokens: 15555624960 | elapsed time per iteration (s): 0.37 | learning rate: 1.138E-04 | global batch size: 256 | lm loss: 3.442952E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.482 | TFLOPs: 32.04 | 7: iteration 29680/ 60336 | consumed samples: 7598080 | consumed tokens: 15560867840 | elapsed time per iteration (s): 0.37 | learning rate: 1.137E-04 | global batch size: 256 | lm loss: 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size: 256 | lm loss: 3.446980E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.073 | TFLOPs: 32.21 | 7: iteration 29920/ 60336 | consumed samples: 7659520 | consumed tokens: 15686696960 | elapsed time per iteration (s): 0.37 | learning rate: 1.126E-04 | global batch size: 256 | lm loss: 3.443068E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.060 | TFLOPs: 32.21 | 7: iteration 29930/ 60336 | consumed samples: 7662080 | consumed tokens: 15691939840 | elapsed time per iteration (s): 0.37 | learning rate: 1.126E-04 | global batch size: 256 | lm loss: 3.440921E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.137 | TFLOPs: 32.21 | 7: iteration 29940/ 60336 | consumed samples: 7664640 | consumed tokens: 15697182720 | elapsed time per iteration (s): 0.37 | learning rate: 1.125E-04 | global batch size: 256 | lm loss: 3.441290E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.050 | TFLOPs: 32.21 | 7: iteration 29950/ 60336 | consumed samples: 7667200 | consumed tokens: 15702425600 | elapsed time per iteration (s): 0.37 | learning rate: 1.125E-04 | global batch size: 256 | lm loss: 3.441327E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.214 | TFLOPs: 32.22 | 7: iteration 29960/ 60336 | consumed samples: 7669760 | consumed tokens: 15707668480 | elapsed time per iteration (s): 0.37 | learning rate: 1.124E-04 | global batch size: 256 | lm loss: 3.436538E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.192 | TFLOPs: 32.22 | 7: iteration 29970/ 60336 | consumed samples: 7672320 | consumed tokens: 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[INFO] [logging.py:68:log_dist] [Rank 0] step=30000, skipped=0, lr=[0.0001122231667715846, 0.0001122231667715846, 0.0001122231667715846], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 30000/ 60336 | consumed samples: 7680000 | consumed tokens: 15728640000 | elapsed time per iteration (s): 0.37 | learning rate: 1.122E-04 | global batch size: 256 | lm loss: 3.446835E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.389 | TFLOPs: 32.22 | 0: steps: 30000 loss: 3.4433 iter time (s): 0.370 samples/sec: 692.076 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 30000 | lm loss value: 3.923930E+00 | lm loss PPL: 5.059893E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 30000 to checkpoints_146m32b100mdedup 0: [2023-03-17 03:02:14,482] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step30000 is begin to save! 0: [2023-03-17 03:02:14,486] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step30000/layer_01-model_00-model_states.pt... 0: [2023-03-17 03:02:14,570] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/layer_01-model_00-model_states.pt. 0: [2023-03-17 03:02:14,571] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step30000/layer_03-model_00-model_states.pt... 0: [2023-03-17 03:02:14,587] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/layer_03-model_00-model_states.pt. 0: [2023-03-17 03:02:14,587] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step30000/layer_04-model_00-model_states.pt... 0: [2023-03-17 03:02:14,603] [INFO] 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[INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt 7: [2023-03-17 03:02:14,780] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 0: [2023-03-17 03:02:14,856] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt. 0: [2023-03-17 03:02:14,856] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 0: [2023-03-17 03:02:14,856] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 1: [2023-03-17 03:02:14,782] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt. 1: [2023-03-17 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[2023-03-17 03:02:14,783] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-17 03:02:14,783] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 7: [2023-03-17 03:02:14,783] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt. 7: [2023-03-17 03:02:14,783] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-17 03:02:14,783] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 3: [2023-03-17 03:02:14,948] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-17 03:02:14,955] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 1: [2023-03-17 03:02:14,789] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt. 1: [2023-03-17 03:02:14,790] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 1: [2023-03-17 03:02:14,790] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 3: [2023-03-17 03:02:14,955] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt. 3: [2023-03-17 03:02:14,955] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-17 03:02:14,955] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 6: [2023-03-17 03:02:14,850] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-17 03:02:14,850] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-17 03:02:14,850] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 2: [2023-03-17 03:02:14,787] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 2: [2023-03-17 03:02:14,787] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 03:02:14,787] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 7: [2023-03-17 03:02:14,793] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt. 7: [2023-03-17 03:02:14,793] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt 7: [2023-03-17 03:02:14,793] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 2: [2023-03-17 03:02:14,793] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 7: [2023-03-17 03:02:14,793] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 2: [2023-03-17 03:02:14,793] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-17 03:02:14,793] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-17 03:02:14,793] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 7: [2023-03-17 03:02:14,793] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 2: [2023-03-17 03:02:14,793] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 7: [2023-03-17 03:02:14,794] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 2: [2023-03-17 03:02:14,794] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 5: [2023-03-17 03:02:14,786] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-17 03:02:14,786] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 5: [2023-03-17 03:02:14,786] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 5: [2023-03-17 03:02:14,786] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-17 03:02:14,786] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 5: [2023-03-17 03:02:14,786] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 5: [2023-03-17 03:02:14,786] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-17 03:02:14,786] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 5: [2023-03-17 03:02:14,787] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt. 5: [2023-03-17 03:02:14,787] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-17 03:02:14,787] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 5: [2023-03-17 03:02:14,797] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 5: [2023-03-17 03:02:14,797] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt. 5: [2023-03-17 03:02:14,797] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-17 03:02:14,797] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-17 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Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-17 03:02:14,798] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt. 4: [2023-03-17 03:02:14,798] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt 4: [2023-03-17 03:02:14,798] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-17 03:02:14,798] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 4: [2023-03-17 03:02:14,798] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 4: [2023-03-17 03:02:14,798] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 4: [2023-03-17 03:02:14,798] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 3: [2023-03-17 03:02:14,964] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-17 03:02:14,964] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-17 03:02:14,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 0: [2023-03-17 03:02:14,885] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step30000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 03:02:14,885] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now! 0: successfully saved checkpoint at iteration 30000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 408.12 7: iteration 30010/ 60336 | consumed samples: 7682560 | consumed tokens: 15733882880 | elapsed time per iteration (s): 0.43 | learning rate: 1.122E-04 | global batch size: 256 | lm loss: 3.445224E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 600.376 | TFLOPs: 28.02 | 7: iteration 30020/ 60336 | consumed samples: 7685120 | consumed tokens: 15739125760 | elapsed time per iteration (s): 0.37 | learning rate: 1.121E-04 | global batch size: 256 | lm loss: 3.434579E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.000 | TFLOPs: 32.21 | 7: iteration 30030/ 60336 | consumed samples: 7687680 | consumed tokens: 15744368640 | elapsed time per iteration (s): 0.37 | learning rate: 1.121E-04 | global batch size: 256 | lm loss: 3.439209E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.289 | TFLOPs: 32.22 | 7: iteration 30040/ 60336 | consumed samples: 7690240 | consumed tokens: 15749611520 | elapsed time per iteration (s): 0.37 | learning rate: 1.120E-04 | global batch size: 256 | lm loss: 3.441452E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.078 | TFLOPs: 32.21 | 7: iteration 30050/ 60336 | consumed samples: 7692800 | consumed tokens: 15754854400 | elapsed time per iteration (s): 0.37 | learning rate: 1.120E-04 | global batch size: 256 | lm loss: 3.437518E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.269 | TFLOPs: 32.22 | 7: iteration 30060/ 60336 | consumed samples: 7695360 | consumed tokens: 15760097280 | elapsed time per iteration (s): 0.37 | learning rate: 1.119E-04 | global batch size: 256 | lm loss: 3.439225E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.258 | TFLOPs: 32.22 | 7: iteration 30070/ 60336 | consumed samples: 7697920 | consumed tokens: 15765340160 | elapsed time per iteration (s): 0.37 | learning rate: 1.119E-04 | global batch size: 256 | lm loss: 3.444278E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.593 | TFLOPs: 32.23 | 7: iteration 30080/ 60336 | consumed samples: 7700480 | consumed tokens: 15770583040 | elapsed time per iteration (s): 0.37 | learning rate: 1.118E-04 | global batch size: 256 | lm loss: 3.441830E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.229 | TFLOPs: 32.22 | 7: iteration 30090/ 60336 | consumed samples: 7703040 | consumed tokens: 15775825920 | elapsed time per iteration (s): 0.37 | learning rate: 1.118E-04 | global batch size: 256 | lm loss: 3.440371E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.408 | TFLOPs: 32.23 | 7: iteration 30100/ 60336 | consumed samples: 7705600 | consumed tokens: 15781068800 | elapsed time per iteration (s): 0.37 | learning rate: 1.117E-04 | global batch size: 256 | lm loss: 3.442841E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.074 | TFLOPs: 32.21 | 7: iteration 30110/ 60336 | consumed samples: 7708160 | consumed tokens: 15786311680 | elapsed time per iteration (s): 0.37 | learning rate: 1.117E-04 | global batch size: 256 | lm loss: 3.443645E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.410 | TFLOPs: 32.18 | 7: iteration 30120/ 60336 | consumed samples: 7710720 | consumed tokens: 15791554560 | elapsed time per iteration (s): 0.37 | learning rate: 1.117E-04 | global batch size: 256 | lm loss: 3.447185E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.376 | TFLOPs: 32.18 | 7: iteration 30130/ 60336 | consumed samples: 7713280 | consumed tokens: 15796797440 | elapsed time per iteration (s): 0.37 | learning rate: 1.116E-04 | global batch size: 256 | lm loss: 3.441887E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.280 | TFLOPs: 32.17 | 7: iteration 30140/ 60336 | consumed samples: 7715840 | consumed tokens: 15802040320 | elapsed time per iteration (s): 0.37 | learning rate: 1.116E-04 | global batch size: 256 | lm loss: 3.433126E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.316 | TFLOPs: 32.17 | 7: iteration 30150/ 60336 | consumed samples: 7718400 | consumed tokens: 15807283200 | elapsed time per iteration (s): 0.37 | learning rate: 1.115E-04 | global batch size: 256 | lm loss: 3.434882E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.581 | TFLOPs: 32.19 | 7: iteration 30160/ 60336 | consumed samples: 7720960 | consumed tokens: 15812526080 | elapsed time per iteration (s): 0.37 | learning rate: 1.115E-04 | global batch size: 256 | lm loss: 3.437944E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.604 | TFLOPs: 32.19 | 7: iteration 30170/ 60336 | consumed samples: 7723520 | consumed tokens: 15817768960 | elapsed time per iteration (s): 0.37 | learning rate: 1.114E-04 | global batch size: 256 | lm loss: 3.438367E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.846 | TFLOPs: 32.20 | 7: iteration 30180/ 60336 | consumed samples: 7726080 | consumed tokens: 15823011840 | elapsed time per iteration (s): 0.37 | learning rate: 1.114E-04 | global batch size: 256 | lm loss: 3.441101E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.849 | TFLOPs: 32.20 | 7: iteration 30190/ 60336 | consumed samples: 7728640 | consumed tokens: 15828254720 | elapsed time per iteration (s): 0.37 | learning rate: 1.113E-04 | global batch size: 256 | lm loss: 3.442895E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.803 | TFLOPs: 32.20 | 7: iteration 30200/ 60336 | consumed samples: 7731200 | consumed tokens: 15833497600 | elapsed time per iteration (s): 0.37 | learning rate: 1.113E-04 | global batch size: 256 | lm loss: 3.446419E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.990 | TFLOPs: 32.21 | 7: iteration 30210/ 60336 | consumed samples: 7733760 | consumed tokens: 15838740480 | elapsed time per iteration (s): 0.37 | learning rate: 1.112E-04 | global batch size: 256 | lm loss: 3.438198E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.282 | TFLOPs: 32.22 | 7: iteration 30220/ 60336 | consumed samples: 7736320 | consumed tokens: 15843983360 | elapsed time per iteration (s): 0.37 | learning rate: 1.112E-04 | global batch size: 256 | lm loss: 3.437974E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.210 | TFLOPs: 32.22 | 7: iteration 30230/ 60336 | consumed samples: 7738880 | consumed tokens: 15849226240 | elapsed time per iteration (s): 0.37 | learning rate: 1.111E-04 | global batch size: 256 | lm loss: 3.436623E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.201 | TFLOPs: 32.22 | 7: iteration 30240/ 60336 | consumed samples: 7741440 | consumed tokens: 15854469120 | elapsed time per iteration (s): 0.37 | learning rate: 1.111E-04 | global batch size: 256 | lm loss: 3.441385E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.003 | TFLOPs: 32.21 | 7: iteration 30250/ 60336 | consumed samples: 7744000 | consumed tokens: 15859712000 | elapsed time per iteration (s): 0.37 | learning rate: 1.110E-04 | global batch size: 256 | lm loss: 3.437840E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.652 | TFLOPs: 32.19 | 7: iteration 30260/ 60336 | consumed samples: 7746560 | consumed tokens: 15864954880 | elapsed time per iteration (s): 0.37 | learning rate: 1.110E-04 | global batch size: 256 | lm loss: 3.447434E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.194 | TFLOPs: 32.22 | 7: iteration 30270/ 60336 | consumed samples: 7749120 | consumed tokens: 15870197760 | elapsed time per iteration (s): 0.37 | learning rate: 1.109E-04 | global batch size: 256 | lm loss: 3.442706E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.296 | TFLOPs: 32.22 | 7: iteration 30280/ 60336 | consumed samples: 7751680 | consumed tokens: 15875440640 | elapsed time per iteration (s): 0.37 | learning rate: 1.109E-04 | global batch size: 256 | lm loss: 3.439737E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.934 | TFLOPs: 32.20 | 7: iteration 30290/ 60336 | consumed samples: 7754240 | consumed tokens: 15880683520 | elapsed time per iteration (s): 0.37 | learning rate: 1.109E-04 | global batch size: 256 | lm loss: 3.443472E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.131 | TFLOPs: 32.21 | 7: iteration 30300/ 60336 | consumed samples: 7756800 | consumed tokens: 15885926400 | elapsed time per iteration (s): 0.37 | learning rate: 1.108E-04 | global batch size: 256 | lm loss: 3.438114E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.243 | TFLOPs: 32.22 | 7: iteration 30310/ 60336 | consumed samples: 7759360 | consumed tokens: 15891169280 | elapsed time per iteration (s): 0.37 | learning rate: 1.108E-04 | global batch size: 256 | lm loss: 3.434693E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.209 | TFLOPs: 32.22 | 7: iteration 30320/ 60336 | consumed samples: 7761920 | consumed tokens: 15896412160 | elapsed time per iteration (s): 0.37 | learning rate: 1.107E-04 | global batch size: 256 | lm loss: 3.437531E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.377 | TFLOPs: 32.22 | 7: iteration 30330/ 60336 | consumed samples: 7764480 | consumed tokens: 15901655040 | elapsed time per iteration (s): 0.37 | learning rate: 1.107E-04 | global batch size: 256 | lm loss: 3.437730E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.156 | TFLOPs: 32.21 | 7: iteration 30340/ 60336 | consumed samples: 7767040 | consumed tokens: 15906897920 | elapsed time per iteration (s): 0.37 | learning rate: 1.106E-04 | global batch size: 256 | lm loss: 3.436388E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.287 | TFLOPs: 32.22 | 7: iteration 30350/ 60336 | consumed samples: 7769600 | consumed tokens: 15912140800 | elapsed time per iteration (s): 0.37 | learning rate: 1.106E-04 | global batch size: 256 | lm loss: 3.441616E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.672 | TFLOPs: 32.19 | 7: iteration 30360/ 60336 | consumed samples: 7772160 | consumed tokens: 15917383680 | elapsed time per iteration (s): 0.38 | learning rate: 1.105E-04 | global batch size: 256 | lm loss: 3.442061E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.119 | TFLOPs: 31.61 | 7: iteration 30370/ 60336 | consumed samples: 7774720 | consumed tokens: 15922626560 | elapsed time per iteration (s): 0.37 | learning rate: 1.105E-04 | global batch size: 256 | lm loss: 3.436707E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.795 | TFLOPs: 32.01 | 7: iteration 30380/ 60336 | consumed samples: 7777280 | consumed tokens: 15927869440 | elapsed time per iteration (s): 0.37 | learning rate: 1.104E-04 | global batch size: 256 | lm loss: 3.444435E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.293 | TFLOPs: 32.03 | 7: iteration 30390/ 60336 | consumed samples: 7779840 | consumed tokens: 15933112320 | elapsed time per iteration (s): 0.37 | learning rate: 1.104E-04 | global batch size: 256 | lm loss: 3.450857E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.534 | TFLOPs: 32.09 | 7: iteration 30400/ 60336 | consumed samples: 7782400 | consumed tokens: 15938355200 | elapsed time per iteration (s): 0.37 | learning rate: 1.103E-04 | global batch size: 256 | lm loss: 3.440412E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.047 | TFLOPs: 32.21 | 7: iteration 30410/ 60336 | consumed samples: 7784960 | consumed tokens: 15943598080 | elapsed time per iteration (s): 0.37 | learning rate: 1.103E-04 | global batch size: 256 | lm loss: 3.440718E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.772 | TFLOPs: 32.20 | 7: iteration 30420/ 60336 | consumed samples: 7787520 | consumed tokens: 15948840960 | elapsed time per iteration (s): 0.37 | learning rate: 1.102E-04 | global batch size: 256 | lm loss: 3.444666E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.273 | TFLOPs: 31.99 | 7: iteration 30430/ 60336 | consumed samples: 7790080 | consumed tokens: 15954083840 | elapsed time per iteration (s): 0.37 | learning rate: 1.102E-04 | global batch size: 256 | lm loss: 3.449804E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.838 | TFLOPs: 32.20 | 7: iteration 30440/ 60336 | consumed samples: 7792640 | consumed tokens: 15959326720 | elapsed time per iteration (s): 0.37 | learning rate: 1.101E-04 | global batch size: 256 | lm loss: 3.439579E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.014 | TFLOPs: 31.93 | 7: iteration 30450/ 60336 | consumed samples: 7795200 | consumed tokens: 15964569600 | elapsed time per iteration (s): 0.37 | learning rate: 1.101E-04 | global batch size: 256 | lm loss: 3.441142E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.378 | TFLOPs: 32.22 | 7: iteration 30460/ 60336 | consumed samples: 7797760 | consumed tokens: 15969812480 | elapsed time per iteration (s): 0.37 | learning rate: 1.100E-04 | global batch size: 256 | lm loss: 3.440689E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.186 | TFLOPs: 32.22 | 7: iteration 30470/ 60336 | consumed samples: 7800320 | consumed tokens: 15975055360 | elapsed time per iteration (s): 0.37 | learning rate: 1.100E-04 | global batch size: 256 | lm loss: 3.445150E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.962 | TFLOPs: 32.20 | 7: iteration 30480/ 60336 | consumed samples: 7802880 | consumed tokens: 15980298240 | elapsed time per iteration (s): 0.37 | learning rate: 1.100E-04 | global batch size: 256 | lm loss: 3.441123E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.243 | TFLOPs: 32.22 | 7: iteration 30490/ 60336 | consumed samples: 7805440 | consumed tokens: 15985541120 | elapsed time per iteration (s): 0.37 | learning rate: 1.099E-04 | global batch size: 256 | lm loss: 3.442706E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.063 | TFLOPs: 32.21 | 7: iteration 30500/ 60336 | consumed samples: 7808000 | consumed tokens: 15990784000 | elapsed time per iteration (s): 0.37 | learning rate: 1.099E-04 | global batch size: 256 | lm loss: 3.436987E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.417 | TFLOPs: 32.23 | 7: iteration 30510/ 60336 | consumed samples: 7810560 | consumed tokens: 15996026880 | elapsed time per iteration (s): 0.37 | learning rate: 1.098E-04 | global batch size: 256 | lm loss: 3.438446E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.329 | TFLOPs: 32.22 | 7: iteration 30520/ 60336 | consumed samples: 7813120 | consumed tokens: 16001269760 | elapsed time per iteration (s): 0.37 | learning rate: 1.098E-04 | global batch size: 256 | lm loss: 3.440226E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.661 | TFLOPs: 32.24 | 7: iteration 30530/ 60336 | consumed samples: 7815680 | consumed tokens: 16006512640 | elapsed time per iteration (s): 0.37 | learning rate: 1.097E-04 | global batch size: 256 | lm loss: 3.440988E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.258 | TFLOPs: 32.22 | 7: iteration 30540/ 60336 | consumed samples: 7818240 | consumed tokens: 16011755520 | elapsed time per iteration (s): 0.37 | learning rate: 1.097E-04 | global batch size: 256 | lm loss: 3.441240E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.401 | TFLOPs: 32.23 | 7: iteration 30550/ 60336 | consumed samples: 7820800 | consumed tokens: 16016998400 | elapsed time per iteration (s): 0.37 | learning rate: 1.096E-04 | global batch size: 256 | lm loss: 3.436700E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.958 | TFLOPs: 32.20 | 7: iteration 30560/ 60336 | consumed samples: 7823360 | consumed tokens: 16022241280 | elapsed time per iteration (s): 0.37 | learning rate: 1.096E-04 | global batch size: 256 | lm loss: 3.450031E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.880 | TFLOPs: 31.92 | 7: iteration 30570/ 60336 | consumed samples: 7825920 | consumed tokens: 16027484160 | elapsed time per iteration (s): 0.37 | learning rate: 1.095E-04 | global batch size: 256 | lm loss: 3.446372E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.104 | TFLOPs: 32.02 | 7: iteration 30580/ 60336 | consumed samples: 7828480 | consumed tokens: 16032727040 | elapsed time per iteration (s): 0.37 | learning rate: 1.095E-04 | global batch size: 256 | lm loss: 3.437320E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.619 | TFLOPs: 32.19 | 7: iteration 30590/ 60336 | consumed samples: 7831040 | consumed tokens: 16037969920 | elapsed time per iteration (s): 0.37 | learning rate: 1.094E-04 | global batch size: 256 | lm loss: 3.433446E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.045 | TFLOPs: 32.12 | 7: iteration 30600/ 60336 | consumed samples: 7833600 | consumed tokens: 16043212800 | elapsed time per iteration (s): 0.37 | learning rate: 1.094E-04 | global batch size: 256 | lm loss: 3.437310E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.701 | TFLOPs: 32.24 | 7: iteration 30610/ 60336 | consumed samples: 7836160 | consumed tokens: 16048455680 | elapsed time per iteration (s): 0.37 | learning rate: 1.093E-04 | global batch size: 256 | lm loss: 3.441718E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.787 | TFLOPs: 32.24 | 7: iteration 30620/ 60336 | consumed samples: 7838720 | consumed tokens: 16053698560 | elapsed time per iteration (s): 0.37 | learning rate: 1.093E-04 | global batch size: 256 | lm loss: 3.443410E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.641 | TFLOPs: 32.24 | 7: iteration 30630/ 60336 | consumed samples: 7841280 | consumed tokens: 16058941440 | elapsed time per iteration (s): 0.37 | learning rate: 1.092E-04 | global batch size: 256 | lm loss: 3.443448E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.446 | TFLOPs: 32.23 | 7: iteration 30640/ 60336 | consumed samples: 7843840 | consumed tokens: 16064184320 | elapsed time per iteration (s): 0.37 | learning rate: 1.092E-04 | global batch size: 256 | lm loss: 3.434868E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.485 | TFLOPs: 32.23 | 7: iteration 30650/ 60336 | consumed samples: 7846400 | consumed tokens: 16069427200 | elapsed time per iteration (s): 0.37 | learning rate: 1.091E-04 | global batch size: 256 | lm loss: 3.439420E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.510 | TFLOPs: 32.23 | 7: iteration 30660/ 60336 | consumed samples: 7848960 | consumed tokens: 16074670080 | elapsed time per iteration (s): 0.37 | learning rate: 1.091E-04 | global batch size: 256 | lm loss: 3.443272E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.673 | TFLOPs: 32.24 | 7: iteration 30670/ 60336 | consumed samples: 7851520 | consumed tokens: 16079912960 | elapsed time per iteration (s): 0.37 | learning rate: 1.091E-04 | global batch size: 256 | lm loss: 3.440751E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.396 | TFLOPs: 32.23 | 7: iteration 30680/ 60336 | consumed samples: 7854080 | consumed tokens: 16085155840 | elapsed time per iteration (s): 0.37 | learning rate: 1.090E-04 | global batch size: 256 | lm loss: 3.430621E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.673 | TFLOPs: 32.24 | 7: iteration 30690/ 60336 | consumed samples: 7856640 | consumed tokens: 16090398720 | elapsed time per iteration (s): 0.37 | learning rate: 1.090E-04 | global batch size: 256 | lm loss: 3.440179E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.546 | TFLOPs: 32.23 | 7: iteration 30700/ 60336 | consumed samples: 7859200 | consumed tokens: 16095641600 | elapsed time per iteration (s): 0.37 | learning rate: 1.089E-04 | global batch size: 256 | lm loss: 3.436137E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.476 | TFLOPs: 32.23 | 7: iteration 30710/ 60336 | consumed samples: 7861760 | consumed tokens: 16100884480 | elapsed time per iteration (s): 0.37 | learning rate: 1.089E-04 | global batch size: 256 | lm loss: 3.443524E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.508 | TFLOPs: 32.23 | 7: iteration 30720/ 60336 | consumed samples: 7864320 | consumed tokens: 16106127360 | elapsed time per iteration (s): 0.37 | learning rate: 1.088E-04 | global batch size: 256 | lm loss: 3.436509E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.665 | TFLOPs: 32.24 | 7: iteration 30730/ 60336 | consumed samples: 7866880 | consumed tokens: 16111370240 | elapsed time per iteration (s): 0.37 | learning rate: 1.088E-04 | global batch size: 256 | lm loss: 3.434979E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.992 | TFLOPs: 32.25 | 7: iteration 30740/ 60336 | consumed samples: 7869440 | consumed tokens: 16116613120 | elapsed time per iteration (s): 0.37 | learning rate: 1.087E-04 | global batch size: 256 | lm loss: 3.437414E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.606 | TFLOPs: 32.23 | 7: iteration 30750/ 60336 | consumed samples: 7872000 | consumed tokens: 16121856000 | elapsed time per iteration (s): 0.37 | learning rate: 1.087E-04 | global batch size: 256 | lm loss: 3.441052E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.530 | TFLOPs: 32.23 | 7: iteration 30760/ 60336 | consumed samples: 7874560 | consumed tokens: 16127098880 | elapsed time per iteration (s): 0.37 | learning rate: 1.086E-04 | global batch size: 256 | lm loss: 3.439205E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.187 | TFLOPs: 31.94 | 7: iteration 30770/ 60336 | consumed samples: 7877120 | consumed tokens: 16132341760 | elapsed time per iteration (s): 0.37 | learning rate: 1.086E-04 | global batch size: 256 | lm loss: 3.437022E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.600 | TFLOPs: 32.23 | 7: iteration 30780/ 60336 | consumed samples: 7879680 | consumed tokens: 16137584640 | elapsed time per iteration (s): 0.37 | learning rate: 1.085E-04 | global batch size: 256 | lm loss: 3.438547E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.651 | TFLOPs: 32.24 | 7: iteration 30790/ 60336 | consumed samples: 7882240 | consumed tokens: 16142827520 | elapsed time per iteration (s): 0.37 | learning rate: 1.085E-04 | global batch size: 256 | lm loss: 3.440688E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.471 | TFLOPs: 32.23 | 7: iteration 30800/ 60336 | consumed samples: 7884800 | consumed tokens: 16148070400 | elapsed time per iteration (s): 0.37 | learning rate: 1.084E-04 | global batch size: 256 | lm loss: 3.439666E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.374 | TFLOPs: 32.22 | 7: iteration 30810/ 60336 | consumed samples: 7887360 | consumed tokens: 16153313280 | elapsed time per iteration (s): 0.37 | learning rate: 1.084E-04 | global batch size: 256 | lm loss: 3.440150E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.423 | TFLOPs: 32.23 | 7: iteration 30820/ 60336 | consumed samples: 7889920 | consumed tokens: 16158556160 | elapsed time per iteration (s): 0.37 | learning rate: 1.083E-04 | global batch size: 256 | lm loss: 3.434721E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.159 | TFLOPs: 32.21 | 7: iteration 30830/ 60336 | consumed samples: 7892480 | consumed tokens: 16163799040 | elapsed time per iteration (s): 0.37 | learning rate: 1.083E-04 | global batch size: 256 | lm loss: 3.440812E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.309 | TFLOPs: 32.22 | 7: iteration 30840/ 60336 | consumed samples: 7895040 | consumed tokens: 16169041920 | elapsed time per iteration (s): 0.37 | learning rate: 1.082E-04 | global batch size: 256 | lm loss: 3.432713E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.696 | TFLOPs: 32.24 | 7: iteration 30850/ 60336 | consumed samples: 7897600 | consumed tokens: 16174284800 | elapsed time per iteration (s): 0.37 | learning rate: 1.082E-04 | global batch size: 256 | lm loss: 3.434708E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.567 | TFLOPs: 32.23 | 7: iteration 30860/ 60336 | consumed samples: 7900160 | consumed tokens: 16179527680 | elapsed time per iteration (s): 0.37 | learning rate: 1.082E-04 | global batch size: 256 | lm loss: 3.436623E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.521 | TFLOPs: 32.23 | 7: iteration 30870/ 60336 | consumed samples: 7902720 | consumed tokens: 16184770560 | elapsed time per iteration (s): 0.37 | learning rate: 1.081E-04 | global batch size: 256 | lm loss: 3.439997E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.451 | TFLOPs: 32.23 | 7: iteration 30880/ 60336 | consumed samples: 7905280 | consumed tokens: 16190013440 | elapsed time per iteration (s): 0.37 | learning rate: 1.081E-04 | global batch size: 256 | lm loss: 3.437148E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.618 | TFLOPs: 32.24 | 7: iteration 30890/ 60336 | consumed samples: 7907840 | consumed tokens: 16195256320 | elapsed time per iteration (s): 0.37 | learning rate: 1.080E-04 | global batch size: 256 | lm loss: 3.442413E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.558 | TFLOPs: 32.23 | 7: iteration 30900/ 60336 | consumed samples: 7910400 | consumed tokens: 16200499200 | elapsed time per iteration (s): 0.37 | learning rate: 1.080E-04 | global batch size: 256 | lm loss: 3.434128E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.786 | TFLOPs: 32.24 | 7: iteration 30910/ 60336 | consumed samples: 7912960 | consumed tokens: 16205742080 | elapsed time per iteration (s): 0.37 | learning rate: 1.079E-04 | global batch size: 256 | lm loss: 3.439800E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.590 | TFLOPs: 32.23 | 7: iteration 30920/ 60336 | consumed samples: 7915520 | consumed tokens: 16210984960 | elapsed time per iteration (s): 0.37 | learning rate: 1.079E-04 | global batch size: 256 | lm loss: 3.433127E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.881 | TFLOPs: 32.25 | 7: iteration 30930/ 60336 | consumed samples: 7918080 | consumed tokens: 16216227840 | elapsed time per iteration (s): 0.37 | learning rate: 1.078E-04 | global batch size: 256 | lm loss: 3.437838E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.597 | TFLOPs: 32.23 | 7: iteration 30940/ 60336 | consumed samples: 7920640 | consumed tokens: 16221470720 | elapsed time per iteration (s): 0.37 | learning rate: 1.078E-04 | global batch size: 256 | lm loss: 3.440703E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.344 | TFLOPs: 32.22 | 7: iteration 30950/ 60336 | consumed samples: 7923200 | consumed tokens: 16226713600 | elapsed time per iteration (s): 0.37 | learning rate: 1.077E-04 | global batch size: 256 | lm loss: 3.442311E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.717 | TFLOPs: 32.24 | 7: iteration 30960/ 60336 | consumed samples: 7925760 | consumed tokens: 16231956480 | elapsed time per iteration (s): 0.37 | learning rate: 1.077E-04 | global batch size: 256 | lm loss: 3.437583E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.463 | TFLOPs: 32.23 | 7: iteration 30970/ 60336 | consumed samples: 7928320 | consumed tokens: 16237199360 | elapsed time per iteration (s): 0.37 | learning rate: 1.076E-04 | global batch size: 256 | lm loss: 3.433846E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.329 | TFLOPs: 32.22 | 7: iteration 30980/ 60336 | consumed samples: 7930880 | consumed tokens: 16242442240 | elapsed time per iteration (s): 0.37 | learning rate: 1.076E-04 | global batch size: 256 | lm loss: 3.436681E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.798 | TFLOPs: 32.24 | 7: iteration 30990/ 60336 | consumed samples: 7933440 | consumed tokens: 16247685120 | elapsed time per iteration (s): 0.37 | learning rate: 1.075E-04 | global batch size: 256 | lm loss: 3.432476E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.732 | TFLOPs: 32.24 | 7: iteration 31000/ 60336 | consumed samples: 7936000 | consumed tokens: 16252928000 | elapsed time per iteration (s): 0.37 | learning rate: 1.075E-04 | global batch size: 256 | lm loss: 3.436375E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.294 | TFLOPs: 32.22 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 31000 | lm loss value: 3.900474E+00 | lm loss PPL: 4.942589E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 31000 to checkpoints_146m32b100mdedup 0: [2023-03-17 03:08:26,181] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step31000 is begin to save! 0: [2023-03-17 03:08:26,184] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step31000/layer_01-model_00-model_states.pt... 0: [2023-03-17 03:08:26,270] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step31000/layer_01-model_00-model_states.pt. 0: [2023-03-17 03:08:26,271] [INFO] 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[INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 3: [2023-03-17 03:08:26,648] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt 3: [2023-03-17 03:08:26,648] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 3: [2023-03-17 03:08:26,648] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 3: [2023-03-17 03:08:26,648] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 3: [2023-03-17 03:08:26,648] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 3: [2023-03-17 03:08:26,648] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-17 03:08:26,648] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 1: [2023-03-17 03:08:26,483] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 1: [2023-03-17 03:08:26,483] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-17 03:08:26,483] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 1: [2023-03-17 03:08:26,484] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt. 1: [2023-03-17 03:08:26,484] [INFO] 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checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 5: [2023-03-17 03:08:26,484] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-17 03:08:26,484] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 5: [2023-03-17 03:08:26,484] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 5: [2023-03-17 03:08:26,484] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-17 03:08:26,484] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 5: [2023-03-17 03:08:26,486] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt. 5: [2023-03-17 03:08:26,486] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-17 03:08:26,486] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 5: [2023-03-17 03:08:26,491] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 2: [2023-03-17 03:08:26,491] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 03:08:26,491] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 2: [2023-03-17 03:08:26,491] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt. 2: [2023-03-17 03:08:26,491] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-17 03:08:26,491] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-17 03:08:26,491] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-17 03:08:26,491] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-17 03:08:26,491] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 2: [2023-03-17 03:08:26,491] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 2: [2023-03-17 03:08:26,491] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-17 03:08:26,491] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 5: [2023-03-17 03:08:26,492] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-17 03:08:26,492] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 3: [2023-03-17 03:08:26,664] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-17 03:08:26,664] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-17 03:08:26,664] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 0: [2023-03-17 03:08:26,579] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step31000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 03:08:26,579] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now! 0: successfully saved checkpoint at iteration 31000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 403.86 7: iteration 31010/ 60336 | consumed samples: 7938560 | consumed tokens: 16258170880 | elapsed time per iteration (s): 0.42 | learning rate: 1.074E-04 | global batch size: 256 | lm loss: 3.441073E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 608.913 | TFLOPs: 28.42 | 7: iteration 31020/ 60336 | consumed samples: 7941120 | consumed tokens: 16263413760 | elapsed time per iteration (s): 0.37 | learning rate: 1.074E-04 | global batch size: 256 | lm loss: 3.441123E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.313 | TFLOPs: 32.22 | 7: iteration 31030/ 60336 | consumed samples: 7943680 | consumed tokens: 16268656640 | elapsed time per iteration (s): 0.37 | learning rate: 1.073E-04 | global batch size: 256 | lm loss: 3.436167E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.039 | TFLOPs: 32.21 | 7: iteration 31040/ 60336 | consumed samples: 7946240 | consumed tokens: 16273899520 | elapsed time per iteration (s): 0.37 | learning rate: 1.073E-04 | global batch size: 256 | lm loss: 3.436480E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.591 | TFLOPs: 32.14 | 7: iteration 31050/ 60336 | consumed samples: 7948800 | consumed tokens: 16279142400 | elapsed time per iteration (s): 0.37 | learning rate: 1.073E-04 | global batch size: 256 | lm loss: 3.429686E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.611 | TFLOPs: 32.14 | 7: iteration 31060/ 60336 | consumed samples: 7951360 | consumed tokens: 16284385280 | elapsed time per iteration (s): 0.37 | learning rate: 1.072E-04 | global batch size: 256 | lm loss: 3.437189E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.851 | TFLOPs: 32.15 | 7: iteration 31070/ 60336 | consumed samples: 7953920 | consumed tokens: 16289628160 | elapsed time per iteration (s): 0.37 | learning rate: 1.072E-04 | global batch size: 256 | lm loss: 3.434401E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.423 | TFLOPs: 32.13 | 7: iteration 31080/ 60336 | consumed samples: 7956480 | consumed tokens: 16294871040 | elapsed time per iteration (s): 0.37 | learning rate: 1.071E-04 | global batch size: 256 | lm loss: 3.441316E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.273 | TFLOPs: 32.13 | 7: iteration 31090/ 60336 | consumed samples: 7959040 | consumed tokens: 16300113920 | elapsed time per iteration (s): 0.37 | learning rate: 1.071E-04 | global batch size: 256 | lm loss: 3.433881E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.474 | TFLOPs: 32.14 | 7: iteration 31100/ 60336 | consumed samples: 7961600 | consumed tokens: 16305356800 | elapsed time per iteration (s): 0.37 | learning rate: 1.070E-04 | global batch size: 256 | lm loss: 3.441484E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.328 | TFLOPs: 32.04 | 7: iteration 31110/ 60336 | consumed samples: 7964160 | consumed tokens: 16310599680 | elapsed time per iteration (s): 0.37 | learning rate: 1.070E-04 | global batch size: 256 | lm loss: 3.433887E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.754 | TFLOPs: 31.92 | 7: iteration 31120/ 60336 | consumed samples: 7966720 | consumed tokens: 16315842560 | elapsed time per iteration (s): 0.38 | learning rate: 1.069E-04 | global batch size: 256 | lm loss: 3.437307E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.272 | TFLOPs: 31.61 | 7: iteration 31130/ 60336 | consumed samples: 7969280 | consumed tokens: 16321085440 | elapsed time per iteration (s): 0.37 | learning rate: 1.069E-04 | global batch size: 256 | lm loss: 3.431640E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.766 | TFLOPs: 32.10 | 7: iteration 31140/ 60336 | consumed samples: 7971840 | consumed tokens: 16326328320 | elapsed time per iteration (s): 0.37 | learning rate: 1.068E-04 | global batch size: 256 | lm loss: 3.439044E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.086 | TFLOPs: 32.12 | 7: iteration 31150/ 60336 | consumed samples: 7974400 | consumed tokens: 16331571200 | elapsed time per iteration (s): 0.37 | learning rate: 1.068E-04 | global batch size: 256 | lm loss: 3.437087E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.758 | TFLOPs: 32.15 | 7: iteration 31160/ 60336 | consumed samples: 7976960 | consumed tokens: 16336814080 | elapsed time per iteration (s): 0.37 | learning rate: 1.067E-04 | global batch size: 256 | lm loss: 3.425577E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.394 | TFLOPs: 31.90 | 7: iteration 31170/ 60336 | consumed samples: 7979520 | consumed tokens: 16342056960 | elapsed time per iteration (s): 0.38 | learning rate: 1.067E-04 | global batch size: 256 | lm loss: 3.438704E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 670.768 | TFLOPs: 31.31 | 7: iteration 31180/ 60336 | consumed samples: 7982080 | consumed tokens: 16347299840 | elapsed time per iteration (s): 0.37 | learning rate: 1.066E-04 | global batch size: 256 | lm loss: 3.427445E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.858 | TFLOPs: 32.01 | 7: iteration 31190/ 60336 | consumed samples: 7984640 | consumed tokens: 16352542720 | elapsed time per iteration (s): 0.38 | learning rate: 1.066E-04 | global batch size: 256 | lm loss: 3.434867E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.270 | TFLOPs: 31.71 | 7: iteration 31200/ 60336 | consumed samples: 7987200 | consumed tokens: 16357785600 | elapsed time per iteration (s): 0.38 | learning rate: 1.065E-04 | global batch size: 256 | lm loss: 3.438176E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.847 | TFLOPs: 31.78 | 7: iteration 31210/ 60336 | consumed samples: 7989760 | consumed tokens: 16363028480 | elapsed time per iteration (s): 0.38 | learning rate: 1.065E-04 | global batch size: 256 | lm loss: 3.439048E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 671.363 | TFLOPs: 31.34 | 7: iteration 31220/ 60336 | consumed samples: 7992320 | consumed tokens: 16368271360 | elapsed time per iteration (s): 0.38 | learning rate: 1.064E-04 | global batch size: 256 | lm loss: 3.435236E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.571 | TFLOPs: 31.49 | 7: iteration 31230/ 60336 | consumed samples: 7994880 | consumed tokens: 16373514240 | elapsed time per iteration (s): 0.38 | learning rate: 1.064E-04 | global batch size: 256 | lm loss: 3.436534E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.006 | TFLOPs: 31.51 | 7: iteration 31240/ 60336 | consumed samples: 7997440 | consumed tokens: 16378757120 | elapsed time per iteration (s): 0.38 | learning rate: 1.064E-04 | global batch size: 256 | lm loss: 3.440174E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.187 | TFLOPs: 31.84 | 7: iteration 31250/ 60336 | consumed samples: 8000000 | consumed tokens: 16384000000 | elapsed time per iteration (s): 0.38 | learning rate: 1.063E-04 | global batch size: 256 | lm loss: 3.435435E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.082 | TFLOPs: 31.37 | 7: iteration 31260/ 60336 | consumed samples: 8002560 | consumed tokens: 16389242880 | elapsed time per iteration (s): 0.38 | learning rate: 1.063E-04 | global batch size: 256 | lm loss: 3.435102E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.661 | TFLOPs: 31.49 | 7: iteration 31270/ 60336 | consumed samples: 8005120 | consumed tokens: 16394485760 | elapsed time per iteration (s): 0.39 | learning rate: 1.062E-04 | global batch size: 256 | lm loss: 3.430864E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 662.824 | TFLOPs: 30.94 | 7: iteration 31280/ 60336 | consumed samples: 8007680 | consumed tokens: 16399728640 | elapsed time per iteration (s): 0.38 | learning rate: 1.062E-04 | global batch size: 256 | lm loss: 3.427682E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.167 | TFLOPs: 31.65 | 7: iteration 31290/ 60336 | consumed samples: 8010240 | consumed tokens: 16404971520 | elapsed time per iteration (s): 0.38 | learning rate: 1.061E-04 | global batch size: 256 | lm loss: 3.431415E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 668.263 | TFLOPs: 31.19 | 7: iteration 31300/ 60336 | consumed samples: 8012800 | consumed tokens: 16410214400 | elapsed time per iteration (s): 0.38 | learning rate: 1.061E-04 | global batch size: 256 | lm loss: 3.438206E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 670.338 | TFLOPs: 31.29 | 7: iteration 31310/ 60336 | consumed samples: 8015360 | consumed tokens: 16415457280 | elapsed time per iteration (s): 0.38 | learning rate: 1.060E-04 | global batch size: 256 | lm loss: 3.433206E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.830 | TFLOPs: 31.50 | 7: iteration 31320/ 60336 | consumed samples: 8017920 | consumed tokens: 16420700160 | elapsed time per iteration (s): 0.38 | learning rate: 1.060E-04 | global batch size: 256 | lm loss: 3.435694E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.151 | TFLOPs: 31.51 | 7: iteration 31330/ 60336 | consumed samples: 8020480 | consumed tokens: 16425943040 | elapsed time per iteration (s): 0.37 | learning rate: 1.059E-04 | global batch size: 256 | lm loss: 3.443484E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.373 | TFLOPs: 31.94 | 7: iteration 31340/ 60336 | consumed samples: 8023040 | consumed tokens: 16431185920 | elapsed time per iteration (s): 0.39 | learning rate: 1.059E-04 | global batch size: 256 | lm loss: 3.432626E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 662.718 | TFLOPs: 30.93 | 7: iteration 31350/ 60336 | consumed samples: 8025600 | consumed tokens: 16436428800 | elapsed time per iteration (s): 0.38 | learning rate: 1.058E-04 | global batch size: 256 | lm loss: 3.430592E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.526 | TFLOPs: 31.48 | 7: iteration 31360/ 60336 | consumed samples: 8028160 | consumed tokens: 16441671680 | elapsed time per iteration (s): 0.38 | learning rate: 1.058E-04 | global batch size: 256 | lm loss: 3.431878E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.711 | TFLOPs: 31.73 | 7: iteration 31370/ 60336 | consumed samples: 8030720 | consumed tokens: 16446914560 | elapsed time per iteration (s): 0.37 | learning rate: 1.057E-04 | global batch size: 256 | lm loss: 3.431687E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.206 | TFLOPs: 32.17 | 7: iteration 31380/ 60336 | consumed samples: 8033280 | consumed tokens: 16452157440 | elapsed time per iteration (s): 0.38 | learning rate: 1.057E-04 | global batch size: 256 | lm loss: 3.432142E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 665.311 | TFLOPs: 31.05 | 7: iteration 31390/ 60336 | consumed samples: 8035840 | consumed tokens: 16457400320 | elapsed time per iteration (s): 0.38 | learning rate: 1.056E-04 | global batch size: 256 | lm loss: 3.433969E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 669.119 | TFLOPs: 31.23 | 7: iteration 31400/ 60336 | consumed samples: 8038400 | consumed tokens: 16462643200 | elapsed time per iteration (s): 0.38 | learning rate: 1.056E-04 | global batch size: 256 | lm loss: 3.432270E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.546 | TFLOPs: 31.53 | 7: iteration 31410/ 60336 | consumed samples: 8040960 | consumed tokens: 16467886080 | elapsed time per iteration (s): 0.37 | learning rate: 1.056E-04 | global batch size: 256 | lm loss: 3.423886E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.752 | TFLOPs: 32.20 | 7: iteration 31420/ 60336 | consumed samples: 8043520 | consumed tokens: 16473128960 | elapsed time per iteration (s): 0.38 | learning rate: 1.055E-04 | global batch size: 256 | lm loss: 3.435173E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.485 | TFLOPs: 31.72 | 7: iteration 31430/ 60336 | consumed samples: 8046080 | consumed tokens: 16478371840 | elapsed time per iteration (s): 0.38 | learning rate: 1.055E-04 | global batch size: 256 | lm loss: 3.434949E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.473 | TFLOPs: 31.58 | 7: iteration 31440/ 60336 | consumed samples: 8048640 | consumed tokens: 16483614720 | elapsed time per iteration (s): 0.37 | learning rate: 1.054E-04 | global batch size: 256 | lm loss: 3.435844E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.214 | TFLOPs: 32.17 | 7: iteration 31450/ 60336 | consumed samples: 8051200 | consumed tokens: 16488857600 | elapsed time per iteration (s): 0.38 | learning rate: 1.054E-04 | global batch size: 256 | lm loss: 3.430015E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.006 | TFLOPs: 31.83 | 7: iteration 31460/ 60336 | consumed samples: 8053760 | consumed tokens: 16494100480 | elapsed time per iteration (s): 0.38 | learning rate: 1.053E-04 | global batch size: 256 | lm loss: 3.430770E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.427 | TFLOPs: 31.81 | 7: iteration 31470/ 60336 | consumed samples: 8056320 | consumed tokens: 16499343360 | elapsed time per iteration (s): 0.37 | learning rate: 1.053E-04 | global batch size: 256 | lm loss: 3.433673E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.018 | TFLOPs: 31.93 | 7: iteration 31480/ 60336 | consumed samples: 8058880 | consumed tokens: 16504586240 | elapsed time per iteration (s): 0.38 | learning rate: 1.052E-04 | global batch size: 256 | lm loss: 3.430642E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.108 | TFLOPs: 31.37 | 7: iteration 31490/ 60336 | consumed samples: 8061440 | consumed tokens: 16509829120 | elapsed time per iteration (s): 0.37 | learning rate: 1.052E-04 | global batch size: 256 | lm loss: 3.430212E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.942 | TFLOPs: 31.88 | 7: iteration 31500/ 60336 | consumed samples: 8064000 | consumed tokens: 16515072000 | elapsed time per iteration (s): 0.37 | learning rate: 1.051E-04 | global batch size: 256 | lm loss: 3.432230E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.884 | TFLOPs: 31.92 | 7: iteration 31510/ 60336 | consumed samples: 8066560 | consumed tokens: 16520314880 | elapsed time per iteration (s): 0.38 | learning rate: 1.051E-04 | global batch size: 256 | lm loss: 3.431608E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.449 | TFLOPs: 31.71 | 7: iteration 31520/ 60336 | consumed samples: 8069120 | consumed tokens: 16525557760 | elapsed time per iteration (s): 0.38 | learning rate: 1.050E-04 | global batch size: 256 | lm loss: 3.427362E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 670.816 | TFLOPs: 31.31 | 7: iteration 31530/ 60336 | consumed samples: 8071680 | consumed tokens: 16530800640 | elapsed time per iteration (s): 0.38 | learning rate: 1.050E-04 | global batch size: 256 | lm loss: 3.436457E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.590 | TFLOPs: 31.53 | 7: iteration 31540/ 60336 | consumed samples: 8074240 | consumed tokens: 16536043520 | elapsed time per iteration (s): 0.38 | learning rate: 1.049E-04 | global batch size: 256 | lm loss: 3.434750E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.524 | TFLOPs: 31.81 | 7: iteration 31550/ 60336 | consumed samples: 8076800 | consumed tokens: 16541286400 | elapsed time per iteration (s): 0.38 | learning rate: 1.049E-04 | global batch size: 256 | lm loss: 3.431254E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.983 | TFLOPs: 31.55 | 7: iteration 31560/ 60336 | consumed samples: 8079360 | consumed tokens: 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1.040E-04 | global batch size: 256 | lm loss: 3.429821E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.311 | TFLOPs: 32.17 | 7: iteration 31740/ 60336 | consumed samples: 8125440 | consumed tokens: 16640901120 | elapsed time per iteration (s): 0.37 | learning rate: 1.040E-04 | global batch size: 256 | lm loss: 3.421749E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.393 | TFLOPs: 31.94 | 7: iteration 31750/ 60336 | consumed samples: 8128000 | consumed tokens: 16646144000 | elapsed time per iteration (s): 0.37 | learning rate: 1.039E-04 | global batch size: 256 | lm loss: 3.427687E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.682 | TFLOPs: 32.15 | 7: iteration 31760/ 60336 | consumed samples: 8130560 | consumed tokens: 16651386880 | elapsed time per iteration (s): 0.37 | learning rate: 1.039E-04 | global batch size: 256 | lm loss: 3.429913E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.588 | TFLOPs: 32.14 | 7: iteration 31770/ 60336 | consumed samples: 8133120 | consumed tokens: 16656629760 | elapsed time per iteration (s): 0.38 | learning rate: 1.038E-04 | global batch size: 256 | lm loss: 3.431893E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.612 | TFLOPs: 31.40 | 7: iteration 31780/ 60336 | consumed samples: 8135680 | consumed tokens: 16661872640 | elapsed time per iteration (s): 0.37 | learning rate: 1.038E-04 | global batch size: 256 | lm loss: 3.431461E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.503 | TFLOPs: 31.95 | 7: iteration 31790/ 60336 | consumed samples: 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iteration 31820/ 60336 | consumed samples: 8145920 | consumed tokens: 16682844160 | elapsed time per iteration (s): 0.38 | learning rate: 1.036E-04 | global batch size: 256 | lm loss: 3.431169E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.260 | TFLOPs: 31.52 | 7: iteration 31830/ 60336 | consumed samples: 8148480 | consumed tokens: 16688087040 | elapsed time per iteration (s): 0.38 | learning rate: 1.036E-04 | global batch size: 256 | lm loss: 3.430315E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.295 | TFLOPs: 31.38 | 7: iteration 31840/ 60336 | consumed samples: 8151040 | consumed tokens: 16693329920 | elapsed time per iteration (s): 0.38 | learning rate: 1.035E-04 | global batch size: 256 | lm loss: 3.436786E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | 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iterations: 0 | number of nan iterations: 0 | samples per second: 674.770 | TFLOPs: 31.50 | 7: iteration 31880/ 60336 | consumed samples: 8161280 | consumed tokens: 16714301440 | elapsed time per iteration (s): 0.37 | learning rate: 1.033E-04 | global batch size: 256 | lm loss: 3.424592E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.388 | TFLOPs: 32.08 | 7: iteration 31890/ 60336 | consumed samples: 8163840 | consumed tokens: 16719544320 | elapsed time per iteration (s): 0.37 | learning rate: 1.033E-04 | global batch size: 256 | lm loss: 3.431331E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.472 | TFLOPs: 32.09 | 7: iteration 31900/ 60336 | consumed samples: 8166400 | consumed tokens: 16724787200 | elapsed time per iteration (s): 0.38 | learning rate: 1.032E-04 | global batch size: 256 | lm loss: 3.429273E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.496 | TFLOPs: 31.48 | 7: iteration 31910/ 60336 | consumed samples: 8168960 | consumed tokens: 16730030080 | elapsed time per iteration (s): 0.38 | learning rate: 1.032E-04 | global batch size: 256 | lm loss: 3.427757E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.654 | TFLOPs: 31.63 | 7: iteration 31920/ 60336 | consumed samples: 8171520 | consumed tokens: 16735272960 | elapsed time per iteration (s): 0.37 | learning rate: 1.031E-04 | global batch size: 256 | lm loss: 3.438411E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.379 | TFLOPs: 31.94 | 7: iteration 31930/ 60336 | consumed samples: 8174080 | consumed tokens: 16740515840 | elapsed time per iteration (s): 0.38 | learning rate: 1.031E-04 | global batch size: 256 | lm loss: 3.428222E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.315 | TFLOPs: 31.85 | 7: iteration 31940/ 60336 | consumed samples: 8176640 | consumed tokens: 16745758720 | elapsed time per iteration (s): 0.38 | learning rate: 1.030E-04 | global batch size: 256 | lm loss: 3.426413E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.041 | TFLOPs: 31.51 | 7: iteration 31950/ 60336 | consumed samples: 8179200 | consumed tokens: 16751001600 | elapsed time per iteration (s): 0.38 | learning rate: 1.030E-04 | global batch size: 256 | lm loss: 3.432335E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.383 | TFLOPs: 31.80 | 7: iteration 31960/ 60336 | consumed samples: 8181760 | consumed tokens: 16756244480 | elapsed time per iteration (s): 0.38 | learning rate: 1.030E-04 | global batch size: 256 | lm loss: 3.428074E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.402 | TFLOPs: 31.85 | 7: iteration 31970/ 60336 | consumed samples: 8184320 | consumed tokens: 16761487360 | elapsed time per iteration (s): 0.38 | learning rate: 1.029E-04 | global batch size: 256 | lm loss: 3.429483E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.239 | TFLOPs: 31.70 | 7: iteration 31980/ 60336 | consumed samples: 8186880 | consumed tokens: 16766730240 | elapsed time per iteration (s): 0.38 | learning rate: 1.029E-04 | global batch size: 256 | lm loss: 3.435238E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.726 | TFLOPs: 31.59 | 7: iteration 31990/ 60336 | consumed samples: 8189440 | consumed tokens: 16771973120 | elapsed time per iteration (s): 0.37 | learning rate: 1.028E-04 | global batch size: 256 | lm loss: 3.430478E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.921 | TFLOPs: 32.06 | 0: [2023-03-17 03:14:43,483] [INFO] [logging.py:68:log_dist] [Rank 0] step=32000, skipped=0, lr=[0.00010276425973599967, 0.00010276425973599967, 0.00010276425973599967], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 32000/ 60336 | consumed samples: 8192000 | consumed tokens: 16777216000 | elapsed time per iteration (s): 0.38 | learning rate: 1.028E-04 | global batch size: 256 | lm loss: 3.426467E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.784 | TFLOPs: 31.68 | 0: steps: 32000 loss: 3.4248 iter time (s): 0.372 samples/sec: 687.497 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 32000 | lm loss value: 3.915568E+00 | lm loss PPL: 5.017757E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 32000 to checkpoints_146m32b100mdedup 0: [2023-03-17 03:14:43,634] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step32000 is begin to save! 0: [2023-03-17 03:14:43,638] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step32000/layer_01-model_00-model_states.pt... 0: [2023-03-17 03:14:43,738] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step32000/layer_01-model_00-model_states.pt. 0: [2023-03-17 03:14:43,738] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step32000/layer_03-model_00-model_states.pt... 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bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step32000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt 4: [2023-03-17 03:14:43,959] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now! 4: [2023-03-17 03:14:43,960] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step32000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 4: [2023-03-17 03:14:43,960] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step32000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-17 03:14:43,960] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now! 4: [2023-03-17 03:14:43,965] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step32000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt. 4: [2023-03-17 03:14:43,966] [INFO] 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[Torch] Saved checkpoints_146m32b100mdedup/global_step32000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-17 03:14:43,990] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now! 2: [2023-03-17 03:14:43,990] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now! 2: [2023-03-17 03:14:43,990] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step32000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 03:14:43,990] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step32000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-17 03:14:43,990] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step32000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-17 03:14:43,990] [INFO] 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bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step32000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-17 03:14:43,991] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now! 7: [2023-03-17 03:14:43,991] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step32000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 7: [2023-03-17 03:14:43,991] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step32000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-17 03:14:43,991] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now! 7: [2023-03-17 03:14:43,994] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step32000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-17 03:14:43,994] [INFO] 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[2023-03-17 03:14:44,002] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step32000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-17 03:14:44,002] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now! 5: [2023-03-17 03:14:44,002] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step32000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt. 5: [2023-03-17 03:14:44,003] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step32000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-17 03:14:44,003] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now! 5: [2023-03-17 03:14:44,003] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 550.848 | TFLOPs: 25.71 | 7: iteration 32020/ 60336 | consumed samples: 8197120 | consumed tokens: 16787701760 | elapsed time per iteration (s): 0.38 | learning rate: 1.027E-04 | global batch size: 256 | lm loss: 3.428680E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.755 | TFLOPs: 31.73 | 7: iteration 32030/ 60336 | consumed samples: 8199680 | consumed tokens: 16792944640 | elapsed time per iteration (s): 0.38 | learning rate: 1.026E-04 | global batch size: 256 | lm loss: 3.430783E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.464 | TFLOPs: 31.67 | 7: iteration 32040/ 60336 | consumed samples: 8202240 | consumed tokens: 16798187520 | elapsed time per iteration (s): 0.37 | learning rate: 1.026E-04 | global batch size: 256 | lm loss: 3.428281E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.822 | TFLOPs: 31.92 | 7: iteration 32050/ 60336 | consumed samples: 8204800 | consumed tokens: 16803430400 | elapsed time per iteration (s): 0.37 | learning rate: 1.025E-04 | global batch size: 256 | lm loss: 3.428145E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.666 | TFLOPs: 31.96 | 7: iteration 32060/ 60336 | consumed samples: 8207360 | consumed tokens: 16808673280 | elapsed time per iteration (s): 0.38 | learning rate: 1.025E-04 | global batch size: 256 | lm loss: 3.436494E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 666.030 | TFLOPs: 31.09 | 7: iteration 32070/ 60336 | consumed samples: 8209920 | consumed tokens: 16813916160 | elapsed time per iteration (s): 0.38 | learning rate: 1.024E-04 | global batch size: 256 | lm loss: 3.432140E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.392 | TFLOPs: 31.71 | 7: iteration 32080/ 60336 | consumed samples: 8212480 | consumed tokens: 16819159040 | elapsed time per iteration (s): 0.38 | learning rate: 1.024E-04 | global batch size: 256 | lm loss: 3.426665E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.328 | TFLOPs: 31.38 | 7: iteration 32090/ 60336 | consumed samples: 8215040 | consumed tokens: 16824401920 | elapsed time per iteration (s): 0.37 | learning rate: 1.023E-04 | global batch size: 256 | lm loss: 3.433672E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.717 | TFLOPs: 32.24 | 7: iteration 32100/ 60336 | consumed samples: 8217600 | consumed tokens: 16829644800 | elapsed time per iteration (s): 0.37 | learning rate: 1.023E-04 | global batch size: 256 | lm loss: 3.427859E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.492 | TFLOPs: 32.23 | 7: iteration 32110/ 60336 | consumed samples: 8220160 | consumed tokens: 16834887680 | elapsed time per iteration (s): 0.37 | learning rate: 1.022E-04 | global batch size: 256 | lm loss: 3.434539E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.777 | TFLOPs: 31.92 | 7: iteration 32120/ 60336 | consumed samples: 8222720 | consumed tokens: 16840130560 | elapsed time per iteration (s): 0.37 | learning rate: 1.022E-04 | global batch size: 256 | lm loss: 3.423734E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.257 | TFLOPs: 31.99 | 7: iteration 32130/ 60336 | consumed samples: 8225280 | consumed tokens: 16845373440 | elapsed time per iteration (s): 0.37 | learning rate: 1.022E-04 | global batch size: 256 | lm loss: 3.428863E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.336 | TFLOPs: 31.94 | 7: iteration 32140/ 60336 | consumed samples: 8227840 | consumed tokens: 16850616320 | elapsed time per iteration (s): 0.38 | learning rate: 1.021E-04 | global batch size: 256 | lm loss: 3.428651E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.490 | TFLOPs: 31.72 | 7: iteration 32150/ 60336 | consumed samples: 8230400 | consumed tokens: 16855859200 | elapsed time per iteration (s): 0.38 | learning rate: 1.021E-04 | global batch size: 256 | lm loss: 3.433404E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.078 | TFLOPs: 31.84 | 7: iteration 32160/ 60336 | consumed samples: 8232960 | consumed tokens: 16861102080 | elapsed time per iteration (s): 0.38 | learning rate: 1.020E-04 | global batch size: 256 | lm loss: 3.434970E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.474 | TFLOPs: 31.53 | 7: iteration 32170/ 60336 | consumed samples: 8235520 | consumed tokens: 16866344960 | elapsed time per iteration (s): 0.37 | learning rate: 1.020E-04 | global batch size: 256 | lm loss: 3.429016E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.475 | TFLOPs: 31.90 | 7: iteration 32180/ 60336 | consumed samples: 8238080 | consumed tokens: 16871587840 | elapsed time per iteration (s): 0.38 | learning rate: 1.019E-04 | global batch size: 256 | lm loss: 3.433413E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number 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3.424273E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.456 | TFLOPs: 32.18 | 7: iteration 32250/ 60336 | consumed samples: 8256000 | consumed tokens: 16908288000 | elapsed time per iteration (s): 0.37 | learning rate: 1.016E-04 | global batch size: 256 | lm loss: 3.432873E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.583 | TFLOPs: 31.95 | 7: iteration 32260/ 60336 | consumed samples: 8258560 | consumed tokens: 16913530880 | elapsed time per iteration (s): 0.37 | learning rate: 1.015E-04 | global batch size: 256 | lm loss: 3.429886E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.343 | TFLOPs: 32.04 | 7: iteration 32270/ 60336 | consumed samples: 8261120 | consumed tokens: 16918773760 | elapsed time per iteration (s): 0.38 | learning rate: 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iteration 32360/ 60336 | consumed samples: 8284160 | consumed tokens: 16965959680 | elapsed time per iteration (s): 0.37 | learning rate: 1.011E-04 | global batch size: 256 | lm loss: 3.419818E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.170 | TFLOPs: 32.17 | 7: iteration 32370/ 60336 | consumed samples: 8286720 | consumed tokens: 16971202560 | elapsed time per iteration (s): 0.37 | learning rate: 1.010E-04 | global batch size: 256 | lm loss: 3.428292E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.244 | TFLOPs: 31.89 | 7: iteration 32380/ 60336 | consumed samples: 8289280 | consumed tokens: 16976445440 | elapsed time per iteration (s): 0.39 | learning rate: 1.010E-04 | global batch size: 256 | lm loss: 3.434727E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 651.344 | TFLOPs: 30.40 | 7: iteration 32390/ 60336 | consumed samples: 8291840 | consumed tokens: 16981688320 | elapsed time per iteration (s): 0.37 | learning rate: 1.009E-04 | global batch size: 256 | lm loss: 3.431286E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.795 | TFLOPs: 31.92 | 7: iteration 32400/ 60336 | consumed samples: 8294400 | consumed tokens: 16986931200 | elapsed time per iteration (s): 0.39 | learning rate: 1.009E-04 | global batch size: 256 | lm loss: 3.426322E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 663.293 | TFLOPs: 30.96 | 7: iteration 32410/ 60336 | consumed samples: 8296960 | consumed tokens: 16992174080 | elapsed time per iteration (s): 0.38 | learning rate: 1.008E-04 | global batch size: 256 | lm loss: 3.434922E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.401 | TFLOPs: 31.62 | 7: iteration 32420/ 60336 | consumed samples: 8299520 | consumed tokens: 16997416960 | elapsed time per iteration (s): 0.38 | learning rate: 1.008E-04 | global batch size: 256 | lm loss: 3.426533E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.714 | TFLOPs: 31.63 | 7: iteration 32430/ 60336 | consumed samples: 8302080 | consumed tokens: 17002659840 | elapsed time per iteration (s): 0.41 | learning rate: 1.007E-04 | global batch size: 256 | lm loss: 3.434448E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 619.623 | TFLOPs: 28.92 | 7: iteration 32440/ 60336 | consumed samples: 8304640 | consumed tokens: 17007902720 | elapsed time per iteration (s): 0.37 | learning rate: 1.007E-04 | global batch size: 256 | lm loss: 3.426926E+00 | grad norm: 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size: 256 | lm loss: 3.427809E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 671.140 | TFLOPs: 31.33 | 7: iteration 32480/ 60336 | consumed samples: 8314880 | consumed tokens: 17028874240 | elapsed time per iteration (s): 0.37 | learning rate: 1.005E-04 | global batch size: 256 | lm loss: 3.420753E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.072 | TFLOPs: 31.93 | 7: iteration 32490/ 60336 | consumed samples: 8317440 | consumed tokens: 17034117120 | elapsed time per iteration (s): 0.38 | learning rate: 1.005E-04 | global batch size: 256 | lm loss: 3.429541E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.798 | TFLOPs: 31.73 | 7: iteration 32500/ 60336 | consumed samples: 8320000 | consumed tokens: 17039360000 | elapsed time per iteration (s): 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TFLOPs: 32.20 | 7: iteration 32590/ 60336 | consumed samples: 8343040 | consumed tokens: 17086545920 | elapsed time per iteration (s): 0.38 | learning rate: 9.998E-05 | global batch size: 256 | lm loss: 3.433975E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.589 | TFLOPs: 31.67 | 7: iteration 32600/ 60336 | consumed samples: 8345600 | consumed tokens: 17091788800 | elapsed time per iteration (s): 0.38 | learning rate: 9.994E-05 | global batch size: 256 | lm loss: 3.428910E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.757 | TFLOPs: 31.73 | 7: iteration 32610/ 60336 | consumed samples: 8348160 | consumed tokens: 17097031680 | elapsed time per iteration (s): 0.37 | learning rate: 9.989E-05 | global batch size: 256 | lm loss: 3.435319E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.199 | TFLOPs: 32.22 | 7: iteration 32620/ 60336 | consumed samples: 8350720 | consumed tokens: 17102274560 | elapsed time per iteration (s): 0.37 | learning rate: 9.984E-05 | global batch size: 256 | lm loss: 3.419522E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.952 | TFLOPs: 31.92 | 7: iteration 32630/ 60336 | consumed samples: 8353280 | consumed tokens: 17107517440 | elapsed time per iteration (s): 0.38 | learning rate: 9.980E-05 | global batch size: 256 | lm loss: 3.429202E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.006 | TFLOPs: 31.46 | 7: iteration 32640/ 60336 | consumed samples: 8355840 | consumed tokens: 17112760320 | elapsed time per iteration (s): 0.38 | learning rate: 9.975E-05 | global batch size: 256 | lm loss: 3.424540E+00 | grad norm: 0.253 | num zeros: 0.0 | 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3.421623E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.230 | TFLOPs: 31.94 | 7: iteration 32680/ 60336 | consumed samples: 8366080 | consumed tokens: 17133731840 | elapsed time per iteration (s): 0.37 | learning rate: 9.956E-05 | global batch size: 256 | lm loss: 3.423687E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.997 | TFLOPs: 31.93 | 7: iteration 32690/ 60336 | consumed samples: 8368640 | consumed tokens: 17138974720 | elapsed time per iteration (s): 0.37 | learning rate: 9.951E-05 | global batch size: 256 | lm loss: 3.431664E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.753 | TFLOPs: 32.20 | 7: iteration 32700/ 60336 | consumed samples: 8371200 | consumed tokens: 17144217600 | elapsed time per iteration (s): 0.37 | learning rate: 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time per iteration (s): 0.38 | learning rate: 9.933E-05 | global batch size: 256 | lm loss: 3.428526E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.914 | TFLOPs: 31.64 | 7: iteration 32740/ 60336 | consumed samples: 8381440 | consumed tokens: 17165189120 | elapsed time per iteration (s): 0.37 | learning rate: 9.928E-05 | global batch size: 256 | lm loss: 3.427794E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.998 | TFLOPs: 32.02 | 7: iteration 32750/ 60336 | consumed samples: 8384000 | consumed tokens: 17170432000 | elapsed time per iteration (s): 0.37 | learning rate: 9.923E-05 | global batch size: 256 | lm loss: 3.426517E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.479 | TFLOPs: 32.18 | 7: iteration 32760/ 60336 | consumed samples: 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iteration 32790/ 60336 | consumed samples: 8394240 | consumed tokens: 17191403520 | elapsed time per iteration (s): 0.38 | learning rate: 9.904E-05 | global batch size: 256 | lm loss: 3.426214E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.540 | TFLOPs: 31.39 | 7: iteration 32800/ 60336 | consumed samples: 8396800 | consumed tokens: 17196646400 | elapsed time per iteration (s): 0.38 | learning rate: 9.900E-05 | global batch size: 256 | lm loss: 3.427016E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.702 | TFLOPs: 31.68 | 7: iteration 32810/ 60336 | consumed samples: 8399360 | consumed tokens: 17201889280 | elapsed time per iteration (s): 0.37 | learning rate: 9.895E-05 | global batch size: 256 | lm loss: 3.430234E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.586 | TFLOPs: 32.19 | 7: iteration 32820/ 60336 | consumed samples: 8401920 | consumed tokens: 17207132160 | elapsed time per iteration (s): 0.38 | learning rate: 9.890E-05 | global batch size: 256 | lm loss: 3.421440E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.435 | TFLOPs: 31.85 | 7: iteration 32830/ 60336 | consumed samples: 8404480 | consumed tokens: 17212375040 | elapsed time per iteration (s): 0.37 | learning rate: 9.886E-05 | global batch size: 256 | lm loss: 3.431924E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.142 | TFLOPs: 31.93 | 7: iteration 32840/ 60336 | consumed samples: 8407040 | consumed tokens: 17217617920 | elapsed time per iteration (s): 0.38 | learning rate: 9.881E-05 | global batch size: 256 | lm loss: 3.423487E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.273 | TFLOPs: 31.66 | 7: iteration 32850/ 60336 | consumed samples: 8409600 | consumed tokens: 17222860800 | elapsed time per iteration (s): 0.37 | learning rate: 9.876E-05 | global batch size: 256 | lm loss: 3.428309E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.099 | TFLOPs: 32.16 | 7: iteration 32860/ 60336 | consumed samples: 8412160 | consumed tokens: 17228103680 | elapsed time per iteration (s): 0.38 | learning rate: 9.872E-05 | global batch size: 256 | lm loss: 3.421758E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.211 | TFLOPs: 31.75 | 7: iteration 32870/ 60336 | consumed samples: 8414720 | consumed tokens: 17233346560 | elapsed time per iteration (s): 0.37 | learning rate: 9.867E-05 | global batch size: 256 | lm loss: 3.430065E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.946 | TFLOPs: 31.92 | 7: iteration 32880/ 60336 | consumed samples: 8417280 | consumed tokens: 17238589440 | elapsed time per iteration (s): 0.38 | learning rate: 9.862E-05 | global batch size: 256 | lm loss: 3.425420E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.384 | TFLOPs: 31.62 | 7: iteration 32890/ 60336 | consumed samples: 8419840 | consumed tokens: 17243832320 | elapsed time per iteration (s): 0.37 | learning rate: 9.857E-05 | global batch size: 256 | lm loss: 3.426027E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.666 | TFLOPs: 32.19 | 7: iteration 32900/ 60336 | consumed samples: 8422400 | consumed tokens: 17249075200 | elapsed time per iteration (s): 0.38 | learning rate: 9.853E-05 | global batch size: 256 | lm loss: 3.425319E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.609 | TFLOPs: 31.86 | 7: iteration 32910/ 60336 | consumed samples: 8424960 | consumed tokens: 17254318080 | elapsed time per iteration (s): 0.37 | learning rate: 9.848E-05 | global batch size: 256 | lm loss: 3.426690E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.524 | TFLOPs: 31.90 | 7: iteration 32920/ 60336 | consumed samples: 8427520 | consumed tokens: 17259560960 | elapsed time per iteration (s): 0.38 | learning rate: 9.843E-05 | global batch size: 256 | lm loss: 3.423051E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 673.876 | TFLOPs: 31.45 | 7: iteration 32930/ 60336 | consumed samples: 8430080 | consumed tokens: 17264803840 | elapsed time per iteration (s): 0.37 | learning rate: 9.839E-05 | global batch size: 256 | lm loss: 3.429806E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.516 | TFLOPs: 32.18 | 7: iteration 32940/ 60336 | consumed samples: 8432640 | consumed tokens: 17270046720 | elapsed time per iteration (s): 0.37 | learning rate: 9.834E-05 | global batch size: 256 | lm loss: 3.422199E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.194 | TFLOPs: 31.94 | 7: iteration 32950/ 60336 | consumed samples: 8435200 | consumed tokens: 17275289600 | elapsed time per iteration (s): 0.37 | learning rate: 9.829E-05 | global batch size: 256 | lm loss: 3.429050E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.544 | TFLOPs: 31.91 | 7: iteration 32960/ 60336 | consumed samples: 8437760 | consumed tokens: 17280532480 | elapsed time per iteration (s): 0.38 | learning rate: 9.825E-05 | global batch size: 256 | lm loss: 3.427261E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.546 | TFLOPs: 31.67 | 7: iteration 32970/ 60336 | consumed samples: 8440320 | consumed tokens: 17285775360 | elapsed time per iteration (s): 0.37 | learning rate: 9.820E-05 | global batch size: 256 | lm loss: 3.426863E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.934 | TFLOPs: 32.16 | 7: iteration 32980/ 60336 | consumed samples: 8442880 | consumed tokens: 17291018240 | elapsed time per iteration (s): 0.37 | learning rate: 9.815E-05 | global batch size: 256 | lm loss: 3.422583E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.102 | TFLOPs: 32.16 | 7: iteration 32990/ 60336 | consumed samples: 8445440 | consumed tokens: 17296261120 | elapsed time per iteration (s): 0.37 | learning rate: 9.811E-05 | global batch size: 256 | lm loss: 3.422618E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.301 | TFLOPs: 32.17 | 7: iteration 33000/ 60336 | consumed samples: 8448000 | consumed tokens: 17301504000 | elapsed time per iteration (s): 0.38 | learning rate: 9.806E-05 | global batch size: 256 | lm loss: 3.424971E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.470 | TFLOPs: 31.86 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 33000 | lm loss value: 3.925340E+00 | lm loss PPL: 5.067031E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 33000 to checkpoints_146m32b100mdedup 0: [2023-03-17 03:21:00,182] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step33000 is begin to save! 0: [2023-03-17 03:21:00,186] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step33000/layer_01-model_00-model_states.pt... 0: [2023-03-17 03:21:00,277] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/layer_01-model_00-model_states.pt. 0: [2023-03-17 03:21:00,278] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step33000/layer_03-model_00-model_states.pt... 0: [2023-03-17 03:21:00,294] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/layer_03-model_00-model_states.pt. 0: [2023-03-17 03:21:00,294] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving 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[INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 0: [2023-03-17 03:21:00,566] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 6: [2023-03-17 03:21:00,551] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-17 03:21:00,551] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-17 03:21:00,551] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-17 03:21:00,551] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 6: [2023-03-17 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checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 6: [2023-03-17 03:21:00,554] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 1: [2023-03-17 03:21:00,496] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 1: [2023-03-17 03:21:00,496] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 3: [2023-03-17 03:21:00,675] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 3: [2023-03-17 03:21:00,675] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt. 3: [2023-03-17 03:21:00,675] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-17 03:21:00,525] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 3: [2023-03-17 03:21:00,689] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt 2: [2023-03-17 03:21:00,525] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 2: [2023-03-17 03:21:00,525] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 3: [2023-03-17 03:21:00,689] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 2: [2023-03-17 03:21:00,525] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 2: [2023-03-17 03:21:00,525] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-17 03:21:00,527] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-17 03:21:00,527] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 7: [2023-03-17 03:21:00,527] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 7: [2023-03-17 03:21:00,527] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 7: [2023-03-17 03:21:00,529] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt. 7: [2023-03-17 03:21:00,529] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt 7: [2023-03-17 03:21:00,529] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 7: [2023-03-17 03:21:00,530] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt. 7: [2023-03-17 03:21:00,530] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt. 7: [2023-03-17 03:21:00,530] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt. 7: [2023-03-17 03:21:00,530] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-17 03:21:00,530] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 7: [2023-03-17 03:21:00,530] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt 7: [2023-03-17 03:21:00,530] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 7: [2023-03-17 03:21:00,530] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 7: [2023-03-17 03:21:00,530] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-17 03:21:00,530] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-17 03:21:00,530] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 7: [2023-03-17 03:21:00,530] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 4: [2023-03-17 03:21:00,538] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt. 4: [2023-03-17 03:21:00,538] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt. 4: [2023-03-17 03:21:00,538] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 4: [2023-03-17 03:21:00,538] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt 4: [2023-03-17 03:21:00,538] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 4: [2023-03-17 03:21:00,538] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 4: [2023-03-17 03:21:00,538] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 4: [2023-03-17 03:21:00,538] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt 4: [2023-03-17 03:21:00,538] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 4: [2023-03-17 03:21:00,538] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-17 03:21:00,538] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 4: [2023-03-17 03:21:00,538] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 4: [2023-03-17 03:21:00,538] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt. 4: [2023-03-17 03:21:00,538] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-17 03:21:00,538] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt. 4: [2023-03-17 03:21:00,538] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt. 4: [2023-03-17 03:21:00,538] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt 4: [2023-03-17 03:21:00,538] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 4: [2023-03-17 03:21:00,538] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-17 03:21:00,538] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-17 03:21:00,538] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step33000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-17 03:21:00,538] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 4: [2023-03-17 03:21:00,538] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 4: [2023-03-17 03:21:00,538] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now! 0: successfully saved checkpoint at iteration 33000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 438.06 7: iteration 33010/ 60336 | consumed samples: 8450560 | consumed tokens: 17306746880 | elapsed time per iteration (s): 0.42 | learning rate: 9.801E-05 | global batch size: 256 | lm loss: 3.423774E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 603.647 | TFLOPs: 28.18 | 7: iteration 33020/ 60336 | consumed samples: 8453120 | consumed tokens: 17311989760 | elapsed time per iteration (s): 0.37 | learning rate: 9.796E-05 | global batch size: 256 | lm loss: 3.416999E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.301 | TFLOPs: 31.94 | 7: iteration 33030/ 60336 | consumed samples: 8455680 | consumed tokens: 17317232640 | elapsed time per iteration (s): 0.38 | learning rate: 9.792E-05 | global batch size: 256 | lm loss: 3.431806E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.471 | TFLOPs: 31.67 | 7: iteration 33040/ 60336 | consumed samples: 8458240 | consumed tokens: 17322475520 | elapsed time per iteration (s): 0.37 | learning rate: 9.787E-05 | global batch size: 256 | lm loss: 3.425212E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.851 | TFLOPs: 31.87 | 7: iteration 33050/ 60336 | consumed samples: 8460800 | consumed tokens: 17327718400 | elapsed time per iteration (s): 0.38 | learning rate: 9.782E-05 | global batch size: 256 | lm loss: 3.421732E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.557 | TFLOPs: 31.77 | 7: iteration 33060/ 60336 | consumed samples: 8463360 | consumed tokens: 17332961280 | elapsed time per iteration (s): 0.37 | learning rate: 9.778E-05 | global batch size: 256 | lm loss: 3.420176E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.465 | TFLOPs: 31.99 | 7: iteration 33070/ 60336 | consumed samples: 8465920 | consumed tokens: 17338204160 | elapsed time per iteration (s): 0.38 | learning rate: 9.773E-05 | global batch size: 256 | lm loss: 3.427034E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.992 | TFLOPs: 31.74 | 7: iteration 33080/ 60336 | consumed samples: 8468480 | consumed tokens: 17343447040 | elapsed time per iteration (s): 0.38 | learning rate: 9.768E-05 | global batch size: 256 | lm loss: 3.422057E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.506 | TFLOPs: 31.86 | 7: iteration 33090/ 60336 | consumed samples: 8471040 | consumed tokens: 17348689920 | elapsed time per iteration (s): 0.37 | learning rate: 9.764E-05 | global batch size: 256 | lm loss: 3.421906E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.216 | TFLOPs: 32.17 | 7: iteration 33100/ 60336 | consumed samples: 8473600 | consumed tokens: 17353932800 | elapsed time per iteration (s): 0.37 | learning rate: 9.759E-05 | global batch size: 256 | lm loss: 3.426099E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.021 | TFLOPs: 32.11 | 7: iteration 33110/ 60336 | consumed samples: 8476160 | consumed tokens: 17359175680 | elapsed time per iteration (s): 0.37 | learning rate: 9.754E-05 | global batch size: 256 | lm loss: 3.424978E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.991 | TFLOPs: 32.16 | 7: iteration 33120/ 60336 | consumed samples: 8478720 | consumed tokens: 17364418560 | elapsed time per iteration (s): 0.37 | learning rate: 9.750E-05 | global batch size: 256 | lm loss: 3.421885E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.781 | TFLOPs: 31.92 | 7: iteration 33130/ 60336 | consumed samples: 8481280 | consumed tokens: 17369661440 | elapsed time per iteration (s): 0.37 | learning rate: 9.745E-05 | global batch size: 256 | lm loss: 3.428531E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.380 | TFLOPs: 32.18 | 7: iteration 33140/ 60336 | consumed samples: 8483840 | consumed tokens: 17374904320 | elapsed time per iteration (s): 0.37 | learning rate: 9.740E-05 | global batch size: 256 | lm loss: 3.418951E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.862 | TFLOPs: 31.87 | 7: iteration 33150/ 60336 | consumed samples: 8486400 | consumed tokens: 17380147200 | elapsed time per iteration (s): 0.37 | learning rate: 9.735E-05 | global batch size: 256 | lm loss: 3.422072E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.346 | TFLOPs: 31.94 | 7: iteration 33160/ 60336 | consumed samples: 8488960 | consumed tokens: 17385390080 | elapsed time per iteration (s): 0.37 | learning rate: 9.731E-05 | global batch size: 256 | lm loss: 3.425742E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.488 | TFLOPs: 32.18 | 7: iteration 33170/ 60336 | consumed samples: 8491520 | consumed tokens: 17390632960 | elapsed time per iteration (s): 0.37 | learning rate: 9.726E-05 | global batch size: 256 | lm loss: 3.428034E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.363 | TFLOPs: 32.18 | 7: iteration 33180/ 60336 | consumed samples: 8494080 | consumed tokens: 17395875840 | elapsed time per iteration (s): 0.38 | learning rate: 9.721E-05 | global batch size: 256 | lm loss: 3.421817E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.720 | TFLOPs: 31.82 | 7: iteration 33190/ 60336 | consumed samples: 8496640 | consumed tokens: 17401118720 | elapsed time per iteration (s): 0.37 | learning rate: 9.717E-05 | global batch size: 256 | lm loss: 3.422602E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.708 | TFLOPs: 32.15 | 7: iteration 33200/ 60336 | consumed samples: 8499200 | consumed tokens: 17406361600 | elapsed time per iteration (s): 0.37 | learning rate: 9.712E-05 | global batch size: 256 | lm loss: 3.426026E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.093 | TFLOPs: 32.16 | 7: iteration 33210/ 60336 | consumed samples: 8501760 | consumed tokens: 17411604480 | elapsed time per iteration (s): 0.37 | learning rate: 9.707E-05 | global batch size: 256 | lm loss: 3.426294E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.249 | TFLOPs: 32.17 | 7: iteration 33220/ 60336 | consumed samples: 8504320 | consumed tokens: 17416847360 | elapsed time per iteration (s): 0.37 | learning rate: 9.703E-05 | global batch size: 256 | lm loss: 3.425860E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.772 | TFLOPs: 32.15 | 7: iteration 33230/ 60336 | consumed samples: 8506880 | consumed tokens: 17422090240 | elapsed time per iteration (s): 0.38 | learning rate: 9.698E-05 | global batch size: 256 | lm loss: 3.419969E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.279 | TFLOPs: 31.85 | 7: iteration 33240/ 60336 | consumed samples: 8509440 | consumed tokens: 17427333120 | elapsed time per iteration (s): 0.37 | learning rate: 9.693E-05 | global batch size: 256 | lm loss: 3.427980E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.704 | TFLOPs: 32.19 | 7: iteration 33250/ 60336 | consumed samples: 8512000 | consumed tokens: 17432576000 | elapsed time per iteration (s): 0.37 | learning rate: 9.689E-05 | global batch size: 256 | lm loss: 3.421705E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.404 | TFLOPs: 31.95 | 7: iteration 33260/ 60336 | consumed samples: 8514560 | consumed tokens: 17437818880 | elapsed time per iteration (s): 0.37 | learning rate: 9.684E-05 | global batch size: 256 | lm loss: 3.423856E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.545 | TFLOPs: 32.23 | 7: iteration 33270/ 60336 | consumed samples: 8517120 | consumed tokens: 17443061760 | elapsed time per iteration (s): 0.37 | learning rate: 9.679E-05 | global batch size: 256 | lm loss: 3.424897E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.542 | TFLOPs: 32.23 | 7: iteration 33280/ 60336 | consumed samples: 8519680 | consumed tokens: 17448304640 | elapsed time per iteration (s): 0.37 | learning rate: 9.675E-05 | global batch size: 256 | lm loss: 3.424803E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.042 | TFLOPs: 31.98 | 7: iteration 33290/ 60336 | consumed samples: 8522240 | consumed tokens: 17453547520 | elapsed time per iteration (s): 0.37 | learning rate: 9.670E-05 | global batch size: 256 | lm loss: 3.423626E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.554 | TFLOPs: 32.23 | 7: iteration 33300/ 60336 | consumed samples: 8524800 | consumed tokens: 17458790400 | elapsed time per iteration (s): 0.37 | learning rate: 9.665E-05 | global batch size: 256 | lm loss: 3.423093E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.602 | TFLOPs: 32.23 | 7: iteration 33310/ 60336 | consumed samples: 8527360 | consumed tokens: 17464033280 | elapsed time per iteration (s): 0.37 | learning rate: 9.661E-05 | global batch size: 256 | lm loss: 3.422471E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.575 | TFLOPs: 32.23 | 7: iteration 33320/ 60336 | consumed samples: 8529920 | consumed tokens: 17469276160 | elapsed time per iteration (s): 0.37 | learning rate: 9.656E-05 | global batch size: 256 | lm loss: 3.430815E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.772 | TFLOPs: 32.24 | 7: iteration 33330/ 60336 | consumed samples: 8532480 | consumed tokens: 17474519040 | elapsed time per iteration (s): 0.37 | learning rate: 9.651E-05 | global batch size: 256 | lm loss: 3.421095E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.461 | TFLOPs: 31.95 | 7: iteration 33340/ 60336 | consumed samples: 8535040 | consumed tokens: 17479761920 | elapsed time per iteration (s): 0.37 | learning rate: 9.647E-05 | global batch size: 256 | lm loss: 3.422521E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.363 | TFLOPs: 31.90 | 7: iteration 33350/ 60336 | consumed samples: 8537600 | consumed tokens: 17485004800 | elapsed time per iteration (s): 0.37 | learning rate: 9.642E-05 | global batch size: 256 | lm loss: 3.413439E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.984 | TFLOPs: 32.16 | 7: iteration 33360/ 60336 | consumed samples: 8540160 | consumed tokens: 17490247680 | elapsed time per iteration (s): 0.37 | learning rate: 9.637E-05 | global batch size: 256 | lm loss: 3.431466E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.586 | TFLOPs: 32.19 | 7: iteration 33370/ 60336 | consumed samples: 8542720 | consumed tokens: 17495490560 | elapsed time per iteration (s): 0.37 | learning rate: 9.632E-05 | global batch size: 256 | lm loss: 3.422018E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.259 | TFLOPs: 32.17 | 7: iteration 33380/ 60336 | consumed samples: 8545280 | consumed tokens: 17500733440 | elapsed time per iteration (s): 0.37 | learning rate: 9.628E-05 | global batch size: 256 | lm loss: 3.426049E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.314 | TFLOPs: 32.17 | 7: iteration 33390/ 60336 | consumed samples: 8547840 | consumed tokens: 17505976320 | elapsed time per iteration (s): 0.37 | learning rate: 9.623E-05 | global batch size: 256 | lm loss: 3.423162E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.137 | TFLOPs: 32.17 | 7: iteration 33400/ 60336 | consumed samples: 8550400 | consumed tokens: 17511219200 | elapsed time per iteration (s): 0.38 | learning rate: 9.618E-05 | global batch size: 256 | lm loss: 3.428834E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.733 | TFLOPs: 31.68 | 7: iteration 33410/ 60336 | consumed samples: 8552960 | consumed tokens: 17516462080 | elapsed time per iteration (s): 0.37 | learning rate: 9.614E-05 | global batch size: 256 | lm loss: 3.421996E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.675 | TFLOPs: 32.19 | 7: iteration 33420/ 60336 | consumed samples: 8555520 | consumed tokens: 17521704960 | elapsed time per iteration (s): 0.37 | learning rate: 9.609E-05 | global batch size: 256 | lm loss: 3.431068E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.721 | TFLOPs: 32.19 | 7: iteration 33430/ 60336 | consumed samples: 8558080 | consumed tokens: 17526947840 | elapsed time per iteration (s): 0.37 | learning rate: 9.604E-05 | global batch size: 256 | lm loss: 3.427191E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.700 | TFLOPs: 32.19 | 7: iteration 33440/ 60336 | consumed samples: 8560640 | consumed tokens: 17532190720 | elapsed time per iteration (s): 0.37 | learning rate: 9.600E-05 | global batch size: 256 | lm loss: 3.416156E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.808 | TFLOPs: 32.20 | 7: iteration 33450/ 60336 | consumed samples: 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iteration 33480/ 60336 | consumed samples: 8570880 | consumed tokens: 17553162240 | elapsed time per iteration (s): 0.37 | learning rate: 9.581E-05 | global batch size: 256 | lm loss: 3.426857E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.611 | TFLOPs: 32.19 | 7: iteration 33490/ 60336 | consumed samples: 8573440 | consumed tokens: 17558405120 | elapsed time per iteration (s): 0.37 | learning rate: 9.576E-05 | global batch size: 256 | lm loss: 3.425018E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.401 | TFLOPs: 32.18 | 7: iteration 33500/ 60336 | consumed samples: 8576000 | consumed tokens: 17563648000 | elapsed time per iteration (s): 0.37 | learning rate: 9.572E-05 | global batch size: 256 | lm loss: 3.423806E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.059 | TFLOPs: 32.21 | 7: iteration 33510/ 60336 | consumed samples: 8578560 | consumed tokens: 17568890880 | elapsed time per iteration (s): 0.37 | learning rate: 9.567E-05 | global batch size: 256 | lm loss: 3.426978E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.380 | TFLOPs: 32.18 | 7: iteration 33520/ 60336 | consumed samples: 8581120 | consumed tokens: 17574133760 | elapsed time per iteration (s): 0.37 | learning rate: 9.562E-05 | global batch size: 256 | lm loss: 3.422614E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.581 | TFLOPs: 32.23 | 7: iteration 33530/ 60336 | consumed samples: 8583680 | consumed tokens: 17579376640 | elapsed time per iteration (s): 0.37 | learning rate: 9.558E-05 | global batch size: 256 | lm loss: 3.422384E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped 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size: 256 | lm loss: 3.425561E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.630 | TFLOPs: 32.24 | 7: iteration 33600/ 60336 | consumed samples: 8601600 | consumed tokens: 17616076800 | elapsed time per iteration (s): 0.37 | learning rate: 9.525E-05 | global batch size: 256 | lm loss: 3.417010E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.072 | TFLOPs: 32.26 | 7: iteration 33610/ 60336 | consumed samples: 8604160 | consumed tokens: 17621319680 | elapsed time per iteration (s): 0.37 | learning rate: 9.520E-05 | global batch size: 256 | lm loss: 3.424018E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.630 | TFLOPs: 32.24 | 7: iteration 33620/ 60336 | consumed samples: 8606720 | consumed tokens: 17626562560 | elapsed time per iteration (s): 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consumed samples: 8622080 | consumed tokens: 17658019840 | elapsed time per iteration (s): 0.37 | learning rate: 9.488E-05 | global batch size: 256 | lm loss: 3.421735E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.561 | TFLOPs: 32.19 | 7: iteration 33690/ 60336 | consumed samples: 8624640 | consumed tokens: 17663262720 | elapsed time per iteration (s): 0.37 | learning rate: 9.483E-05 | global batch size: 256 | lm loss: 3.429752E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.723 | TFLOPs: 32.19 | 7: iteration 33700/ 60336 | consumed samples: 8627200 | consumed tokens: 17668505600 | elapsed time per iteration (s): 0.37 | learning rate: 9.478E-05 | global batch size: 256 | lm loss: 3.419998E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.445 | 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iterations: 0 | samples per second: 690.145 | TFLOPs: 32.21 | 7: iteration 33740/ 60336 | consumed samples: 8637440 | consumed tokens: 17689477120 | elapsed time per iteration (s): 0.37 | learning rate: 9.460E-05 | global batch size: 256 | lm loss: 3.418446E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.150 | TFLOPs: 32.21 | 7: iteration 33750/ 60336 | consumed samples: 8640000 | consumed tokens: 17694720000 | elapsed time per iteration (s): 0.37 | learning rate: 9.455E-05 | global batch size: 256 | lm loss: 3.422795E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.104 | TFLOPs: 32.21 | 7: iteration 33760/ 60336 | consumed samples: 8642560 | consumed tokens: 17699962880 | elapsed time per iteration (s): 0.37 | learning rate: 9.450E-05 | global batch size: 256 | lm loss: 3.420461E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.979 | TFLOPs: 32.16 | 7: iteration 33770/ 60336 | consumed samples: 8645120 | consumed tokens: 17705205760 | elapsed time per iteration (s): 0.37 | learning rate: 9.446E-05 | global batch size: 256 | lm loss: 3.417878E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.084 | TFLOPs: 32.16 | 7: iteration 33780/ 60336 | consumed samples: 8647680 | consumed tokens: 17710448640 | elapsed time per iteration (s): 0.37 | learning rate: 9.441E-05 | global batch size: 256 | lm loss: 3.414931E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.229 | TFLOPs: 32.17 | 7: iteration 33790/ 60336 | consumed samples: 8650240 | consumed tokens: 17715691520 | elapsed time per iteration (s): 0.37 | learning rate: 9.436E-05 | global batch size: 256 | lm loss: 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time per iteration (s): 0.37 | learning rate: 9.408E-05 | global batch size: 256 | lm loss: 3.418047E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.239 | TFLOPs: 32.22 | 7: iteration 33860/ 60336 | consumed samples: 8668160 | consumed tokens: 17752391680 | elapsed time per iteration (s): 0.37 | learning rate: 9.404E-05 | global batch size: 256 | lm loss: 3.423606E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.312 | TFLOPs: 32.22 | 7: iteration 33870/ 60336 | consumed samples: 8670720 | consumed tokens: 17757634560 | elapsed time per iteration (s): 0.37 | learning rate: 9.399E-05 | global batch size: 256 | lm loss: 3.418654E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.013 | TFLOPs: 32.21 | 7: iteration 33880/ 60336 | consumed samples: 8673280 | consumed tokens: 17762877440 | elapsed time per iteration (s): 0.37 | learning rate: 9.394E-05 | global batch size: 256 | lm loss: 3.412762E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.741 | TFLOPs: 32.19 | 7: iteration 33890/ 60336 | consumed samples: 8675840 | consumed tokens: 17768120320 | elapsed time per iteration (s): 0.37 | learning rate: 9.390E-05 | global batch size: 256 | lm loss: 3.420945E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.181 | TFLOPs: 32.22 | 7: iteration 33900/ 60336 | consumed samples: 8678400 | consumed tokens: 17773363200 | elapsed time per iteration (s): 0.37 | learning rate: 9.385E-05 | global batch size: 256 | lm loss: 3.418152E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.564 | TFLOPs: 32.19 | 7: iteration 33910/ 60336 | consumed samples: 8680960 | consumed tokens: 17778606080 | elapsed time per iteration (s): 0.37 | learning rate: 9.380E-05 | global batch size: 256 | lm loss: 3.419240E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.677 | TFLOPs: 32.24 | 7: iteration 33920/ 60336 | consumed samples: 8683520 | consumed tokens: 17783848960 | elapsed time per iteration (s): 0.37 | learning rate: 9.376E-05 | global batch size: 256 | lm loss: 3.421365E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.467 | TFLOPs: 32.23 | 7: iteration 33930/ 60336 | consumed samples: 8686080 | consumed tokens: 17789091840 | elapsed time per iteration (s): 0.37 | learning rate: 9.371E-05 | global batch size: 256 | lm loss: 3.421701E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.623 | TFLOPs: 32.19 | 7: iteration 33940/ 60336 | consumed samples: 8688640 | consumed tokens: 17794334720 | elapsed time per iteration (s): 0.37 | learning rate: 9.366E-05 | global batch size: 256 | lm loss: 3.422955E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.437 | TFLOPs: 32.18 | 7: iteration 33950/ 60336 | consumed samples: 8691200 | consumed tokens: 17799577600 | elapsed time per iteration (s): 0.37 | learning rate: 9.362E-05 | global batch size: 256 | lm loss: 3.415671E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.899 | TFLOPs: 32.20 | 7: iteration 33960/ 60336 | consumed samples: 8693760 | consumed tokens: 17804820480 | elapsed time per iteration (s): 0.37 | learning rate: 9.357E-05 | global batch size: 256 | lm loss: 3.419708E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.735 | TFLOPs: 32.19 | 7: iteration 33970/ 60336 | consumed samples: 8696320 | consumed tokens: 17810063360 | elapsed time per iteration (s): 0.37 | learning rate: 9.352E-05 | global batch size: 256 | lm loss: 3.422710E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.337 | TFLOPs: 31.90 | 7: iteration 33980/ 60336 | consumed samples: 8698880 | consumed tokens: 17815306240 | elapsed time per iteration (s): 0.37 | learning rate: 9.348E-05 | global batch size: 256 | lm loss: 3.415545E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.360 | TFLOPs: 32.22 | 7: iteration 33990/ 60336 | consumed samples: 8701440 | consumed tokens: 17820549120 | elapsed time per iteration (s): 0.38 | learning rate: 9.343E-05 | global batch size: 256 | lm loss: 3.420095E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.078 | TFLOPs: 31.65 | 0: [2023-03-17 03:27:12,629] [INFO] [logging.py:68:log_dist] [Rank 0] step=34000, skipped=0, lr=[9.33853393895039e-05, 9.33853393895039e-05, 9.33853393895039e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 34000/ 60336 | consumed samples: 8704000 | consumed tokens: 17825792000 | elapsed time per iteration (s): 0.37 | learning rate: 9.339E-05 | global batch size: 256 | lm loss: 3.423378E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.179 | TFLOPs: 31.89 | 0: steps: 34000 loss: 3.4006 iter time (s): 0.372 samples/sec: 687.434 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 34000 | lm loss value: 3.956572E+00 | lm loss PPL: 5.227780E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 34000 to checkpoints_146m32b100mdedup 0: [2023-03-17 03:27:12,753] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step34000 is begin to save! 0: [2023-03-17 03:27:12,756] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step34000/layer_01-model_00-model_states.pt... 0: [2023-03-17 03:27:12,851] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step34000/layer_01-model_00-model_states.pt. 0: [2023-03-17 03:27:12,852] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step34000/layer_03-model_00-model_states.pt... 0: [2023-03-17 03:27:12,867] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step34000/layer_03-model_00-model_states.pt. 0: [2023-03-17 03:27:12,868] 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bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step34000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-17 03:27:13,071] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step34000 is ready now! 1: [2023-03-17 03:27:13,071] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step34000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-17 03:27:13,071] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step34000 is ready now! 7: [2023-03-17 03:27:13,071] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step34000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt. 7: [2023-03-17 03:27:13,071] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step34000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 7: [2023-03-17 03:27:13,071] [INFO] 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[INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step34000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-17 03:27:13,079] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step34000 is ready now! 7: [2023-03-17 03:27:13,079] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step34000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-17 03:27:13,079] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step34000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-17 03:27:13,079] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step34000 is ready now! 7: [2023-03-17 03:27:13,079] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step34000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt. 7: [2023-03-17 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[Torch] Saved checkpoints_146m32b100mdedup/global_step34000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-17 03:27:13,141] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step34000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-17 03:27:13,141] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step34000 is ready now! 6: [2023-03-17 03:27:13,141] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step34000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-17 03:27:13,141] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step34000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-17 03:27:13,141] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step34000 is ready now! 6: [2023-03-17 03:27:13,141] [INFO] 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now! 3: [2023-03-17 03:27:13,263] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step34000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt 3: [2023-03-17 03:27:13,263] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step34000 is ready now! 3: [2023-03-17 03:27:13,263] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step34000 is ready now! 3: [2023-03-17 03:27:13,263] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step34000 is ready now! 3: [2023-03-17 03:27:13,263] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step34000 is ready now! 3: [2023-03-17 03:27:13,263] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step34000 is ready now! 3: [2023-03-17 03:27:13,263] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step34000 is ready now! 3: [2023-03-17 03:27:13,263] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step34000 is ready now! 0: successfully saved checkpoint at iteration 34000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 426.91 7: iteration 34010/ 60336 | consumed samples: 8706560 | consumed tokens: 17831034880 | elapsed time per iteration (s): 0.43 | learning rate: 9.334E-05 | global batch size: 256 | lm loss: 3.414322E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 602.230 | TFLOPs: 28.11 | 7: iteration 34020/ 60336 | consumed samples: 8709120 | consumed tokens: 17836277760 | elapsed time per iteration (s): 0.37 | learning rate: 9.329E-05 | global batch size: 256 | lm loss: 3.417807E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.705 | TFLOPs: 32.19 | 7: iteration 34030/ 60336 | consumed samples: 8711680 | consumed tokens: 17841520640 | elapsed time per iteration (s): 0.37 | learning rate: 9.325E-05 | global batch size: 256 | lm loss: 3.426563E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.475 | TFLOPs: 32.18 | 7: iteration 34040/ 60336 | consumed samples: 8714240 | consumed tokens: 17846763520 | elapsed time per iteration (s): 0.37 | learning rate: 9.320E-05 | global batch size: 256 | lm loss: 3.423325E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.093 | TFLOPs: 32.21 | 7: iteration 34050/ 60336 | consumed samples: 8716800 | consumed tokens: 17852006400 | elapsed time per iteration (s): 0.37 | learning rate: 9.315E-05 | global batch size: 256 | lm loss: 3.425659E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.824 | TFLOPs: 32.20 | 7: iteration 34060/ 60336 | consumed samples: 8719360 | consumed tokens: 17857249280 | elapsed time per iteration (s): 0.38 | learning rate: 9.311E-05 | global batch size: 256 | lm loss: 3.424614E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.142 | TFLOPs: 31.84 | 7: iteration 34070/ 60336 | consumed samples: 8721920 | consumed tokens: 17862492160 | elapsed time per iteration (s): 0.37 | learning rate: 9.306E-05 | global batch size: 256 | lm loss: 3.415897E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.150 | TFLOPs: 32.21 | 7: iteration 34080/ 60336 | consumed samples: 8724480 | consumed tokens: 17867735040 | elapsed time per iteration (s): 0.37 | learning rate: 9.301E-05 | global batch size: 256 | lm loss: 3.425706E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.942 | TFLOPs: 32.20 | 7: iteration 34090/ 60336 | consumed samples: 8727040 | consumed tokens: 17872977920 | elapsed time per iteration (s): 0.37 | learning rate: 9.297E-05 | global batch size: 256 | lm loss: 3.422112E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.034 | TFLOPs: 32.21 | 7: iteration 34100/ 60336 | consumed samples: 8729600 | consumed tokens: 17878220800 | elapsed time per iteration (s): 0.37 | learning rate: 9.292E-05 | global batch size: 256 | lm loss: 3.426086E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.150 | TFLOPs: 32.21 | 7: iteration 34110/ 60336 | consumed samples: 8732160 | consumed tokens: 17883463680 | elapsed time per iteration (s): 0.37 | learning rate: 9.287E-05 | global batch size: 256 | lm loss: 3.420506E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.443 | TFLOPs: 32.23 | 7: iteration 34120/ 60336 | consumed samples: 8734720 | consumed tokens: 17888706560 | elapsed time per iteration (s): 0.37 | learning rate: 9.283E-05 | global batch size: 256 | lm loss: 3.419326E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.993 | TFLOPs: 32.21 | 7: iteration 34130/ 60336 | consumed samples: 8737280 | consumed tokens: 17893949440 | elapsed time per iteration (s): 0.37 | learning rate: 9.278E-05 | global batch size: 256 | lm loss: 3.416308E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.768 | TFLOPs: 32.20 | 7: iteration 34140/ 60336 | consumed samples: 8739840 | consumed tokens: 17899192320 | elapsed time per iteration (s): 0.37 | learning rate: 9.273E-05 | global batch size: 256 | lm loss: 3.411107E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.986 | TFLOPs: 32.21 | 7: iteration 34150/ 60336 | consumed samples: 8742400 | consumed tokens: 17904435200 | elapsed time per iteration (s): 0.37 | learning rate: 9.269E-05 | global batch size: 256 | lm loss: 3.418531E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.683 | TFLOPs: 32.19 | 7: iteration 34160/ 60336 | consumed samples: 8744960 | consumed tokens: 17909678080 | elapsed time per iteration (s): 0.37 | learning rate: 9.264E-05 | global batch size: 256 | lm loss: 3.411800E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.646 | TFLOPs: 32.19 | 7: iteration 34170/ 60336 | consumed samples: 8747520 | consumed tokens: 17914920960 | elapsed time per iteration (s): 0.37 | learning rate: 9.260E-05 | global batch size: 256 | lm loss: 3.431857E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.120 | TFLOPs: 32.21 | 7: iteration 34180/ 60336 | consumed samples: 8750080 | consumed tokens: 17920163840 | elapsed time per iteration (s): 0.37 | learning rate: 9.255E-05 | global batch size: 256 | lm loss: 3.416957E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.162 | TFLOPs: 32.21 | 7: iteration 34190/ 60336 | consumed samples: 8752640 | consumed tokens: 17925406720 | elapsed time per iteration (s): 0.37 | learning rate: 9.250E-05 | global batch size: 256 | lm loss: 3.415627E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.963 | TFLOPs: 32.20 | 7: iteration 34200/ 60336 | consumed samples: 8755200 | consumed tokens: 17930649600 | elapsed time per iteration (s): 0.37 | learning rate: 9.246E-05 | global batch size: 256 | lm loss: 3.419868E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.342 | TFLOPs: 32.22 | 7: iteration 34210/ 60336 | consumed samples: 8757760 | consumed tokens: 17935892480 | elapsed time per iteration (s): 0.37 | learning rate: 9.241E-05 | global batch size: 256 | lm loss: 3.425155E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.440 | TFLOPs: 32.23 | 7: iteration 34220/ 60336 | consumed samples: 8760320 | consumed tokens: 17941135360 | elapsed time per iteration (s): 0.37 | learning rate: 9.236E-05 | global batch size: 256 | lm loss: 3.423522E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.274 | TFLOPs: 32.22 | 7: iteration 34230/ 60336 | consumed samples: 8762880 | consumed tokens: 17946378240 | elapsed time per iteration (s): 0.37 | learning rate: 9.232E-05 | global batch size: 256 | lm loss: 3.418490E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.386 | TFLOPs: 32.22 | 7: iteration 34240/ 60336 | consumed samples: 8765440 | consumed tokens: 17951621120 | elapsed time per iteration (s): 0.37 | learning rate: 9.227E-05 | global batch size: 256 | lm loss: 3.412777E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.085 | TFLOPs: 32.21 | 7: iteration 34250/ 60336 | consumed samples: 8768000 | consumed tokens: 17956864000 | elapsed time per iteration (s): 0.37 | learning rate: 9.222E-05 | global batch size: 256 | lm loss: 3.421568E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.355 | TFLOPs: 32.22 | 7: iteration 34260/ 60336 | consumed samples: 8770560 | consumed tokens: 17962106880 | elapsed time per iteration (s): 0.37 | learning rate: 9.218E-05 | global batch size: 256 | lm loss: 3.424724E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.166 | TFLOPs: 32.21 | 7: iteration 34270/ 60336 | consumed samples: 8773120 | consumed tokens: 17967349760 | elapsed time per iteration (s): 0.37 | learning rate: 9.213E-05 | global batch size: 256 | lm loss: 3.427474E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.676 | TFLOPs: 32.19 | 7: iteration 34280/ 60336 | consumed samples: 8775680 | consumed tokens: 17972592640 | elapsed time per iteration (s): 0.37 | learning rate: 9.208E-05 | global batch size: 256 | lm loss: 3.422707E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.928 | TFLOPs: 32.20 | 7: iteration 34290/ 60336 | consumed samples: 8778240 | consumed tokens: 17977835520 | elapsed time per iteration (s): 0.37 | learning rate: 9.204E-05 | global batch size: 256 | lm loss: 3.420929E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.291 | TFLOPs: 32.22 | 7: iteration 34300/ 60336 | consumed samples: 8780800 | consumed tokens: 17983078400 | elapsed time per iteration (s): 0.37 | learning rate: 9.199E-05 | global batch size: 256 | lm loss: 3.421062E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.441 | TFLOPs: 32.23 | 7: iteration 34310/ 60336 | consumed samples: 8783360 | consumed tokens: 17988321280 | elapsed time per iteration (s): 0.37 | learning rate: 9.195E-05 | global batch size: 256 | lm loss: 3.420942E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.300 | TFLOPs: 32.22 | 7: iteration 34320/ 60336 | consumed samples: 8785920 | consumed tokens: 17993564160 | elapsed time per iteration (s): 0.37 | learning rate: 9.190E-05 | global batch size: 256 | lm loss: 3.419214E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.787 | TFLOPs: 32.20 | 7: iteration 34330/ 60336 | consumed samples: 8788480 | consumed tokens: 17998807040 | elapsed time per iteration (s): 0.37 | learning rate: 9.185E-05 | global batch size: 256 | lm loss: 3.419501E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.648 | TFLOPs: 32.19 | 7: iteration 34340/ 60336 | consumed samples: 8791040 | consumed tokens: 18004049920 | elapsed time per iteration (s): 0.37 | learning rate: 9.181E-05 | global batch size: 256 | lm loss: 3.421037E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.208 | TFLOPs: 32.17 | 7: iteration 34350/ 60336 | consumed samples: 8793600 | consumed tokens: 18009292800 | elapsed time per iteration (s): 0.37 | learning rate: 9.176E-05 | global batch size: 256 | lm loss: 3.418722E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.298 | TFLOPs: 32.17 | 7: iteration 34360/ 60336 | consumed samples: 8796160 | consumed tokens: 18014535680 | elapsed time per iteration (s): 0.37 | learning rate: 9.171E-05 | global batch size: 256 | lm loss: 3.420306E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.323 | TFLOPs: 32.18 | 7: iteration 34370/ 60336 | consumed samples: 8798720 | consumed tokens: 18019778560 | elapsed time per iteration (s): 0.37 | learning rate: 9.167E-05 | global batch size: 256 | lm loss: 3.426195E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.975 | TFLOPs: 32.16 | 7: iteration 34380/ 60336 | consumed samples: 8801280 | consumed tokens: 18025021440 | elapsed time per iteration (s): 0.37 | learning rate: 9.162E-05 | global batch size: 256 | lm loss: 3.420080E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.451 | TFLOPs: 32.18 | 7: iteration 34390/ 60336 | consumed samples: 8803840 | consumed tokens: 18030264320 | elapsed time per iteration (s): 0.37 | learning rate: 9.157E-05 | global batch size: 256 | lm loss: 3.426326E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.995 | TFLOPs: 32.11 | 7: iteration 34400/ 60336 | consumed samples: 8806400 | consumed tokens: 18035507200 | elapsed time per iteration (s): 0.37 | learning rate: 9.153E-05 | global batch size: 256 | lm loss: 3.425659E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.109 | TFLOPs: 32.21 | 7: iteration 34410/ 60336 | consumed samples: 8808960 | consumed tokens: 18040750080 | elapsed time per iteration (s): 0.37 | learning rate: 9.148E-05 | global batch size: 256 | lm loss: 3.425388E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.262 | TFLOPs: 32.22 | 7: iteration 34420/ 60336 | consumed samples: 8811520 | consumed tokens: 18045992960 | elapsed time per iteration (s): 0.37 | learning rate: 9.144E-05 | global batch size: 256 | lm loss: 3.422328E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.702 | TFLOPs: 32.24 | 7: iteration 34430/ 60336 | consumed samples: 8814080 | consumed tokens: 18051235840 | elapsed time per iteration (s): 0.37 | learning rate: 9.139E-05 | global batch size: 256 | lm loss: 3.420588E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.815 | TFLOPs: 32.24 | 7: iteration 34440/ 60336 | consumed samples: 8816640 | consumed tokens: 18056478720 | elapsed time per iteration (s): 0.37 | learning rate: 9.134E-05 | global batch size: 256 | lm loss: 3.418380E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.855 | TFLOPs: 32.25 | 7: iteration 34450/ 60336 | consumed samples: 8819200 | consumed tokens: 18061721600 | elapsed time per iteration (s): 0.37 | learning rate: 9.130E-05 | global batch size: 256 | lm loss: 3.419315E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.789 | TFLOPs: 32.24 | 7: iteration 34460/ 60336 | consumed samples: 8821760 | consumed tokens: 18066964480 | elapsed time per iteration (s): 0.37 | learning rate: 9.125E-05 | global batch size: 256 | lm loss: 3.418739E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.999 | TFLOPs: 32.25 | 7: iteration 34470/ 60336 | consumed samples: 8824320 | consumed tokens: 18072207360 | elapsed time per iteration (s): 0.37 | learning rate: 9.120E-05 | global batch size: 256 | lm loss: 3.413331E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.083 | TFLOPs: 32.26 | 7: iteration 34480/ 60336 | consumed samples: 8826880 | consumed tokens: 18077450240 | elapsed time per iteration (s): 0.37 | learning rate: 9.116E-05 | global batch size: 256 | lm loss: 3.419659E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.744 | TFLOPs: 32.24 | 7: iteration 34490/ 60336 | consumed samples: 8829440 | consumed tokens: 18082693120 | elapsed time per iteration (s): 0.37 | learning rate: 9.111E-05 | global batch size: 256 | lm loss: 3.419192E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.925 | TFLOPs: 32.25 | 7: iteration 34500/ 60336 | consumed samples: 8832000 | consumed tokens: 18087936000 | elapsed time per iteration (s): 0.37 | learning rate: 9.107E-05 | global batch size: 256 | lm loss: 3.414209E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.970 | TFLOPs: 32.25 | 7: iteration 34510/ 60336 | consumed samples: 8834560 | consumed tokens: 18093178880 | elapsed time per iteration (s): 0.37 | learning rate: 9.102E-05 | global batch size: 256 | lm loss: 3.420682E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.763 | TFLOPs: 32.24 | 7: iteration 34520/ 60336 | consumed samples: 8837120 | consumed tokens: 18098421760 | elapsed time per iteration (s): 0.37 | learning rate: 9.097E-05 | global batch size: 256 | lm loss: 3.420146E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.841 | TFLOPs: 32.25 | 7: iteration 34530/ 60336 | consumed samples: 8839680 | consumed tokens: 18103664640 | elapsed time per iteration (s): 0.38 | learning rate: 9.093E-05 | global batch size: 256 | lm loss: 3.411012E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.461 | TFLOPs: 31.81 | 7: iteration 34540/ 60336 | consumed samples: 8842240 | consumed tokens: 18108907520 | elapsed time per iteration (s): 0.37 | learning rate: 9.088E-05 | global batch size: 256 | lm loss: 3.419279E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.755 | TFLOPs: 32.24 | 7: iteration 34550/ 60336 | consumed samples: 8844800 | consumed tokens: 18114150400 | elapsed time per iteration (s): 0.37 | learning rate: 9.083E-05 | global batch size: 256 | lm loss: 3.421082E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.972 | TFLOPs: 32.25 | 7: iteration 34560/ 60336 | consumed samples: 8847360 | consumed tokens: 18119393280 | elapsed time per iteration (s): 0.37 | learning rate: 9.079E-05 | global batch size: 256 | lm loss: 3.413340E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.350 | TFLOPs: 32.04 | 7: iteration 34570/ 60336 | consumed samples: 8849920 | consumed tokens: 18124636160 | elapsed time per iteration (s): 0.37 | learning rate: 9.074E-05 | global batch size: 256 | lm loss: 3.419627E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.915 | TFLOPs: 32.02 | 7: iteration 34580/ 60336 | consumed samples: 8852480 | consumed tokens: 18129879040 | elapsed time per iteration (s): 0.37 | learning rate: 9.070E-05 | global batch size: 256 | lm loss: 3.415916E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.835 | TFLOPs: 32.20 | 7: iteration 34590/ 60336 | consumed samples: 8855040 | consumed tokens: 18135121920 | elapsed time per iteration (s): 0.37 | learning rate: 9.065E-05 | global batch size: 256 | lm loss: 3.414985E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.812 | TFLOPs: 32.20 | 7: iteration 34600/ 60336 | consumed samples: 8857600 | consumed tokens: 18140364800 | elapsed time per iteration (s): 0.37 | learning rate: 9.060E-05 | global batch size: 256 | lm loss: 3.420444E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.829 | TFLOPs: 32.20 | 7: iteration 34610/ 60336 | consumed samples: 8860160 | consumed tokens: 18145607680 | elapsed time per iteration (s): 0.37 | learning rate: 9.056E-05 | global batch size: 256 | lm loss: 3.416578E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.021 | TFLOPs: 32.21 | 7: iteration 34620/ 60336 | consumed samples: 8862720 | consumed tokens: 18150850560 | elapsed time per iteration (s): 0.37 | learning rate: 9.051E-05 | global batch size: 256 | lm loss: 3.411535E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.408 | TFLOPs: 32.23 | 7: iteration 34630/ 60336 | consumed samples: 8865280 | consumed tokens: 18156093440 | elapsed time per iteration (s): 0.37 | learning rate: 9.046E-05 | global batch size: 256 | lm loss: 3.419339E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.336 | TFLOPs: 32.22 | 7: iteration 34640/ 60336 | consumed samples: 8867840 | consumed tokens: 18161336320 | elapsed time per iteration (s): 0.37 | learning rate: 9.042E-05 | global batch size: 256 | lm loss: 3.416357E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.375 | TFLOPs: 32.22 | 7: iteration 34650/ 60336 | consumed samples: 8870400 | consumed tokens: 18166579200 | elapsed time per iteration (s): 0.37 | learning rate: 9.037E-05 | global batch size: 256 | lm loss: 3.421475E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.796 | TFLOPs: 32.24 | 7: iteration 34660/ 60336 | consumed samples: 8872960 | consumed tokens: 18171822080 | elapsed time per iteration (s): 0.37 | learning rate: 9.033E-05 | global batch size: 256 | lm loss: 3.419281E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.401 | TFLOPs: 32.23 | 7: iteration 34670/ 60336 | consumed samples: 8875520 | consumed tokens: 18177064960 | elapsed time per iteration (s): 0.37 | learning rate: 9.028E-05 | global batch size: 256 | lm loss: 3.417385E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.813 | TFLOPs: 32.24 | 7: iteration 34680/ 60336 | consumed samples: 8878080 | consumed tokens: 18182307840 | elapsed time per iteration (s): 0.37 | learning rate: 9.023E-05 | global batch size: 256 | lm loss: 3.415973E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.452 | TFLOPs: 32.23 | 7: iteration 34690/ 60336 | consumed samples: 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0.37 | learning rate: 8.940E-05 | global batch size: 256 | lm loss: 3.418358E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.854 | TFLOPs: 32.20 | 7: iteration 34870/ 60336 | consumed samples: 8926720 | consumed tokens: 18281922560 | elapsed time per iteration (s): 0.37 | learning rate: 8.936E-05 | global batch size: 256 | lm loss: 3.417735E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.554 | TFLOPs: 32.23 | 7: iteration 34880/ 60336 | consumed samples: 8929280 | consumed tokens: 18287165440 | elapsed time per iteration (s): 0.37 | learning rate: 8.931E-05 | global batch size: 256 | lm loss: 3.415851E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.086 | TFLOPs: 32.21 | 7: iteration 34890/ 60336 | consumed samples: 8931840 | consumed tokens: 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consumed samples: 8939520 | consumed tokens: 18308136960 | elapsed time per iteration (s): 0.37 | learning rate: 8.913E-05 | global batch size: 256 | lm loss: 3.414583E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.350 | TFLOPs: 32.22 | 7: iteration 34930/ 60336 | consumed samples: 8942080 | consumed tokens: 18313379840 | elapsed time per iteration (s): 0.37 | learning rate: 8.908E-05 | global batch size: 256 | lm loss: 3.415530E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.607 | TFLOPs: 32.19 | 7: iteration 34940/ 60336 | consumed samples: 8944640 | consumed tokens: 18318622720 | elapsed time per iteration (s): 0.37 | learning rate: 8.903E-05 | global batch size: 256 | lm loss: 3.414506E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.816 | 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iterations: 0 | samples per second: 690.198 | TFLOPs: 32.22 | 7: iteration 34980/ 60336 | consumed samples: 8954880 | consumed tokens: 18339594240 | elapsed time per iteration (s): 0.37 | learning rate: 8.885E-05 | global batch size: 256 | lm loss: 3.410749E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.032 | TFLOPs: 32.21 | 7: iteration 34990/ 60336 | consumed samples: 8957440 | consumed tokens: 18344837120 | elapsed time per iteration (s): 0.37 | learning rate: 8.880E-05 | global batch size: 256 | lm loss: 3.414786E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.319 | TFLOPs: 32.22 | 7: iteration 35000/ 60336 | consumed samples: 8960000 | consumed tokens: 18350080000 | elapsed time per iteration (s): 0.37 | learning rate: 8.876E-05 | global batch size: 256 | lm loss: 3.424746E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.374 | TFLOPs: 32.22 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 35000 | lm loss value: 3.940277E+00 | lm loss PPL: 5.143283E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 35000 to checkpoints_146m32b100mdedup 0: [2023-03-17 03:33:24,338] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step35000 is begin to save! 0: [2023-03-17 03:33:24,341] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step35000/layer_01-model_00-model_states.pt... 0: [2023-03-17 03:33:24,433] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step35000/layer_01-model_00-model_states.pt. 0: [2023-03-17 03:33:24,433] [INFO] 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 0: [2023-03-17 03:33:24,719] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 0: [2023-03-17 03:33:24,719] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 1: [2023-03-17 03:33:24,645] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 2: [2023-03-17 03:33:24,645] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 5: [2023-03-17 03:33:24,646] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 5: [2023-03-17 03:33:24,646] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-17 03:33:24,646] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 0: [2023-03-17 03:33:24,720] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt. 0: [2023-03-17 03:33:24,720] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt. 0: [2023-03-17 03:33:24,720] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt 0: [2023-03-17 03:33:24,720] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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[torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 2: [2023-03-17 03:33:24,655] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 2: [2023-03-17 03:33:24,655] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 2: [2023-03-17 03:33:24,655] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 2: [2023-03-17 03:33:24,655] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-17 03:33:24,655] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 0: [2023-03-17 03:33:24,728] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt. 2: [2023-03-17 03:33:24,655] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 2: [2023-03-17 03:33:24,655] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 0: [2023-03-17 03:33:24,729] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 0: [2023-03-17 03:33:24,729] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 7: [2023-03-17 03:33:24,655] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 7: [2023-03-17 03:33:24,655] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-17 03:33:24,655] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 7: [2023-03-17 03:33:24,656] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt. 7: [2023-03-17 03:33:24,656] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-17 03:33:24,656] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 0: [2023-03-17 03:33:24,729] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt. 0: [2023-03-17 03:33:24,729] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 5: [2023-03-17 03:33:24,658] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 5: [2023-03-17 03:33:24,658] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-17 03:33:24,658] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 1: [2023-03-17 03:33:24,660] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt. 1: [2023-03-17 03:33:24,660] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt. 1: [2023-03-17 03:33:24,660] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt 1: [2023-03-17 03:33:24,660] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-17 03:33:24,660] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 1: [2023-03-17 03:33:24,660] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now! 1: [2023-03-17 03:33:24,660] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-17 03:33:24,660] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step35000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-17 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iterations: 0 | number of nan iterations: 0 | samples per second: 607.059 | TFLOPs: 28.34 | 7: iteration 35020/ 60336 | consumed samples: 8965120 | consumed tokens: 18360565760 | elapsed time per iteration (s): 0.37 | learning rate: 8.867E-05 | global batch size: 256 | lm loss: 3.417242E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.737 | TFLOPs: 32.19 | 7: iteration 35030/ 60336 | consumed samples: 8967680 | consumed tokens: 18365808640 | elapsed time per iteration (s): 0.37 | learning rate: 8.862E-05 | global batch size: 256 | lm loss: 3.416845E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.550 | TFLOPs: 32.19 | 7: iteration 35040/ 60336 | consumed samples: 8970240 | consumed tokens: 18371051520 | elapsed time per iteration (s): 0.37 | learning rate: 8.857E-05 | global batch size: 256 | lm loss: 3.418940E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.717 | TFLOPs: 32.01 | 7: iteration 35050/ 60336 | consumed samples: 8972800 | consumed tokens: 18376294400 | elapsed time per iteration (s): 0.37 | learning rate: 8.853E-05 | global batch size: 256 | lm loss: 3.415813E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.980 | TFLOPs: 32.16 | 7: iteration 35060/ 60336 | consumed samples: 8975360 | consumed tokens: 18381537280 | elapsed time per iteration (s): 0.37 | learning rate: 8.848E-05 | global batch size: 256 | lm loss: 3.420839E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.348 | TFLOPs: 32.22 | 7: iteration 35070/ 60336 | consumed samples: 8977920 | consumed tokens: 18386780160 | elapsed time per iteration (s): 0.37 | learning rate: 8.844E-05 | global batch size: 256 | lm loss: 3.412712E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.125 | TFLOPs: 32.12 | 7: iteration 35080/ 60336 | consumed samples: 8980480 | consumed tokens: 18392023040 | elapsed time per iteration (s): 0.37 | learning rate: 8.839E-05 | global batch size: 256 | lm loss: 3.420710E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.157 | TFLOPs: 32.03 | 7: iteration 35090/ 60336 | consumed samples: 8983040 | consumed tokens: 18397265920 | elapsed time per iteration (s): 0.37 | learning rate: 8.834E-05 | global batch size: 256 | lm loss: 3.416432E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.594 | TFLOPs: 32.23 | 7: iteration 35100/ 60336 | consumed samples: 8985600 | consumed tokens: 18402508800 | elapsed time per iteration (s): 0.37 | learning rate: 8.830E-05 | global batch size: 256 | lm loss: 3.413071E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.491 | TFLOPs: 32.23 | 7: iteration 35110/ 60336 | consumed samples: 8988160 | consumed tokens: 18407751680 | elapsed time per iteration (s): 0.37 | learning rate: 8.825E-05 | global batch size: 256 | lm loss: 3.411705E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.693 | TFLOPs: 32.24 | 7: iteration 35120/ 60336 | consumed samples: 8990720 | consumed tokens: 18412994560 | elapsed time per iteration (s): 0.37 | learning rate: 8.821E-05 | global batch size: 256 | lm loss: 3.417886E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.111 | TFLOPs: 32.21 | 7: iteration 35130/ 60336 | consumed samples: 8993280 | consumed tokens: 18418237440 | elapsed time per iteration (s): 0.37 | learning rate: 8.816E-05 | global batch size: 256 | lm loss: 3.415805E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.169 | TFLOPs: 32.21 | 7: iteration 35140/ 60336 | consumed samples: 8995840 | consumed tokens: 18423480320 | elapsed time per iteration (s): 0.37 | learning rate: 8.811E-05 | global batch size: 256 | lm loss: 3.419915E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.549 | TFLOPs: 32.23 | 7: iteration 35150/ 60336 | consumed samples: 8998400 | consumed tokens: 18428723200 | elapsed time per iteration (s): 0.37 | learning rate: 8.807E-05 | global batch size: 256 | lm loss: 3.410153E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.561 | TFLOPs: 32.23 | 7: iteration 35160/ 60336 | consumed samples: 9000960 | consumed tokens: 18433966080 | elapsed time per iteration (s): 0.37 | learning rate: 8.802E-05 | global batch size: 256 | lm loss: 3.414041E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.670 | TFLOPs: 32.24 | 7: iteration 35170/ 60336 | consumed samples: 9003520 | consumed tokens: 18439208960 | elapsed time per iteration (s): 0.37 | learning rate: 8.798E-05 | global batch size: 256 | lm loss: 3.415274E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.620 | TFLOPs: 32.24 | 7: iteration 35180/ 60336 | consumed samples: 9006080 | consumed tokens: 18444451840 | elapsed time per iteration (s): 0.37 | learning rate: 8.793E-05 | global batch size: 256 | lm loss: 3.418837E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.491 | 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iterations: 0 | samples per second: 690.378 | TFLOPs: 32.22 | 7: iteration 35220/ 60336 | consumed samples: 9016320 | consumed tokens: 18465423360 | elapsed time per iteration (s): 0.37 | learning rate: 8.775E-05 | global batch size: 256 | lm loss: 3.408793E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.133 | TFLOPs: 32.12 | 7: iteration 35230/ 60336 | consumed samples: 9018880 | consumed tokens: 18470666240 | elapsed time per iteration (s): 0.37 | learning rate: 8.770E-05 | global batch size: 256 | lm loss: 3.411175E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.063 | TFLOPs: 31.93 | 7: iteration 35240/ 60336 | consumed samples: 9021440 | consumed tokens: 18475909120 | elapsed time per iteration (s): 0.37 | learning rate: 8.766E-05 | global batch size: 256 | lm loss: 3.415831E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.567 | TFLOPs: 32.23 | 7: iteration 35250/ 60336 | consumed samples: 9024000 | consumed tokens: 18481152000 | elapsed time per iteration (s): 0.37 | learning rate: 8.761E-05 | global batch size: 256 | lm loss: 3.412454E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.183 | TFLOPs: 32.17 | 7: iteration 35260/ 60336 | consumed samples: 9026560 | consumed tokens: 18486394880 | elapsed time per iteration (s): 0.37 | learning rate: 8.756E-05 | global batch size: 256 | lm loss: 3.412781E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.281 | TFLOPs: 32.17 | 7: iteration 35270/ 60336 | consumed samples: 9029120 | consumed tokens: 18491637760 | elapsed time per iteration (s): 0.37 | learning rate: 8.752E-05 | global batch size: 256 | lm loss: 3.414990E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.703 | TFLOPs: 32.01 | 7: iteration 35280/ 60336 | consumed samples: 9031680 | consumed tokens: 18496880640 | elapsed time per iteration (s): 0.37 | learning rate: 8.747E-05 | global batch size: 256 | lm loss: 3.417023E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.272 | TFLOPs: 32.17 | 7: iteration 35290/ 60336 | consumed samples: 9034240 | consumed tokens: 18502123520 | elapsed time per iteration (s): 0.37 | learning rate: 8.743E-05 | global batch size: 256 | lm loss: 3.412483E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.916 | TFLOPs: 32.11 | 7: iteration 35300/ 60336 | consumed samples: 9036800 | consumed tokens: 18507366400 | elapsed time per iteration (s): 0.37 | learning rate: 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iteration 35390/ 60336 | consumed samples: 9059840 | consumed tokens: 18554552320 | elapsed time per iteration (s): 0.37 | learning rate: 8.697E-05 | global batch size: 256 | lm loss: 3.415228E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.590 | TFLOPs: 32.14 | 7: iteration 35400/ 60336 | consumed samples: 9062400 | consumed tokens: 18559795200 | elapsed time per iteration (s): 0.37 | learning rate: 8.692E-05 | global batch size: 256 | lm loss: 3.410249E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.322 | TFLOPs: 32.17 | 7: iteration 35410/ 60336 | consumed samples: 9064960 | consumed tokens: 18565038080 | elapsed time per iteration (s): 0.37 | learning rate: 8.688E-05 | global batch size: 256 | lm loss: 3.410955E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.092 | TFLOPs: 32.16 | 7: iteration 35420/ 60336 | consumed samples: 9067520 | consumed tokens: 18570280960 | elapsed time per iteration (s): 0.37 | learning rate: 8.683E-05 | global batch size: 256 | lm loss: 3.419767E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.522 | TFLOPs: 32.18 | 7: iteration 35430/ 60336 | consumed samples: 9070080 | consumed tokens: 18575523840 | elapsed time per iteration (s): 0.37 | learning rate: 8.679E-05 | global batch size: 256 | lm loss: 3.421973E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.165 | TFLOPs: 32.17 | 7: iteration 35440/ 60336 | consumed samples: 9072640 | consumed tokens: 18580766720 | elapsed time per iteration (s): 0.37 | learning rate: 8.674E-05 | global batch size: 256 | lm loss: 3.408633E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped 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size: 256 | lm loss: 3.418916E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.108 | TFLOPs: 32.07 | 7: iteration 35510/ 60336 | consumed samples: 9090560 | consumed tokens: 18617466880 | elapsed time per iteration (s): 0.37 | learning rate: 8.642E-05 | global batch size: 256 | lm loss: 3.415671E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.549 | TFLOPs: 32.19 | 7: iteration 35520/ 60336 | consumed samples: 9093120 | consumed tokens: 18622709760 | elapsed time per iteration (s): 0.37 | learning rate: 8.637E-05 | global batch size: 256 | lm loss: 3.410236E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.736 | TFLOPs: 32.19 | 7: iteration 35530/ 60336 | consumed samples: 9095680 | consumed tokens: 18627952640 | elapsed time per iteration (s): 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consumed samples: 9111040 | consumed tokens: 18659409920 | elapsed time per iteration (s): 0.37 | learning rate: 8.606E-05 | global batch size: 256 | lm loss: 3.406330E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.645 | TFLOPs: 32.19 | 7: iteration 35600/ 60336 | consumed samples: 9113600 | consumed tokens: 18664652800 | elapsed time per iteration (s): 0.37 | learning rate: 8.601E-05 | global batch size: 256 | lm loss: 3.415950E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.599 | TFLOPs: 32.19 | 7: iteration 35610/ 60336 | consumed samples: 9116160 | consumed tokens: 18669895680 | elapsed time per iteration (s): 0.37 | learning rate: 8.596E-05 | global batch size: 256 | lm loss: 3.415109E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.220 | TFLOPs: 32.12 | 7: iteration 35620/ 60336 | consumed samples: 9118720 | consumed tokens: 18675138560 | elapsed time per iteration (s): 0.37 | learning rate: 8.592E-05 | global batch size: 256 | lm loss: 3.413852E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.341 | TFLOPs: 32.18 | 7: iteration 35630/ 60336 | consumed samples: 9121280 | consumed tokens: 18680381440 | elapsed time per iteration (s): 0.37 | learning rate: 8.587E-05 | global batch size: 256 | lm loss: 3.413930E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.655 | TFLOPs: 32.19 | 7: iteration 35640/ 60336 | consumed samples: 9123840 | consumed tokens: 18685624320 | elapsed time per iteration (s): 0.37 | learning rate: 8.583E-05 | global batch size: 256 | lm loss: 3.413892E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.120 | TFLOPs: 32.21 | 7: iteration 35650/ 60336 | consumed samples: 9126400 | consumed tokens: 18690867200 | elapsed time per iteration (s): 0.37 | learning rate: 8.578E-05 | global batch size: 256 | lm loss: 3.416994E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.161 | TFLOPs: 32.21 | 7: iteration 35660/ 60336 | consumed samples: 9128960 | consumed tokens: 18696110080 | elapsed time per iteration (s): 0.37 | learning rate: 8.574E-05 | global batch size: 256 | lm loss: 3.414220E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.571 | TFLOPs: 32.19 | 7: iteration 35670/ 60336 | consumed samples: 9131520 | consumed tokens: 18701352960 | elapsed time per iteration (s): 0.37 | learning rate: 8.569E-05 | global batch size: 256 | lm loss: 3.419724E+00 | grad norm: 0.265 | num zeros: 0.0 | 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8.542E-05 | global batch size: 256 | lm loss: 3.410232E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.214 | TFLOPs: 32.17 | 7: iteration 35740/ 60336 | consumed samples: 9149440 | consumed tokens: 18738053120 | elapsed time per iteration (s): 0.37 | learning rate: 8.537E-05 | global batch size: 256 | lm loss: 3.406026E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.802 | TFLOPs: 32.15 | 7: iteration 35750/ 60336 | consumed samples: 9152000 | consumed tokens: 18743296000 | elapsed time per iteration (s): 0.37 | learning rate: 8.533E-05 | global batch size: 256 | lm loss: 3.412720E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.452 | TFLOPs: 32.13 | 7: iteration 35760/ 60336 | consumed samples: 9154560 | consumed tokens: 18748538880 | elapsed time per iteration (s): 0.37 | learning rate: 8.528E-05 | global batch size: 256 | lm loss: 3.412400E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.730 | TFLOPs: 32.15 | 7: iteration 35770/ 60336 | consumed samples: 9157120 | consumed tokens: 18753781760 | elapsed time per iteration (s): 0.37 | learning rate: 8.523E-05 | global batch size: 256 | lm loss: 3.413325E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.620 | TFLOPs: 32.14 | 7: iteration 35780/ 60336 | consumed samples: 9159680 | consumed tokens: 18759024640 | elapsed time per iteration (s): 0.37 | learning rate: 8.519E-05 | global batch size: 256 | lm loss: 3.412893E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.871 | TFLOPs: 32.15 | 7: iteration 35790/ 60336 | consumed samples: 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iteration 35820/ 60336 | consumed samples: 9169920 | consumed tokens: 18779996160 | elapsed time per iteration (s): 0.37 | learning rate: 8.501E-05 | global batch size: 256 | lm loss: 3.411861E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.603 | TFLOPs: 32.14 | 7: iteration 35830/ 60336 | consumed samples: 9172480 | consumed tokens: 18785239040 | elapsed time per iteration (s): 0.37 | learning rate: 8.496E-05 | global batch size: 256 | lm loss: 3.408376E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.872 | TFLOPs: 32.15 | 7: iteration 35840/ 60336 | consumed samples: 9175040 | consumed tokens: 18790481920 | elapsed time per iteration (s): 0.37 | learning rate: 8.492E-05 | global batch size: 256 | lm loss: 3.408356E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.877 | TFLOPs: 32.15 | 7: iteration 35850/ 60336 | consumed samples: 9177600 | consumed tokens: 18795724800 | elapsed time per iteration (s): 0.37 | learning rate: 8.487E-05 | global batch size: 256 | lm loss: 3.408865E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.666 | TFLOPs: 32.14 | 7: iteration 35860/ 60336 | consumed samples: 9180160 | consumed tokens: 18800967680 | elapsed time per iteration (s): 0.37 | learning rate: 8.483E-05 | global batch size: 256 | lm loss: 3.410886E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.478 | TFLOPs: 32.14 | 7: iteration 35870/ 60336 | consumed samples: 9182720 | consumed tokens: 18806210560 | elapsed time per iteration (s): 0.37 | learning rate: 8.478E-05 | global batch size: 256 | lm loss: 3.411543E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.530 | TFLOPs: 32.14 | 7: iteration 35880/ 60336 | consumed samples: 9185280 | consumed tokens: 18811453440 | elapsed time per iteration (s): 0.37 | learning rate: 8.473E-05 | global batch size: 256 | lm loss: 3.415501E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.645 | TFLOPs: 32.14 | 7: iteration 35890/ 60336 | consumed samples: 9187840 | consumed tokens: 18816696320 | elapsed time per iteration (s): 0.37 | learning rate: 8.469E-05 | global batch size: 256 | lm loss: 3.408365E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.592 | TFLOPs: 32.14 | 7: iteration 35900/ 60336 | consumed samples: 9190400 | consumed tokens: 18821939200 | elapsed time per iteration (s): 0.37 | learning rate: 8.464E-05 | global batch size: 256 | lm loss: 3.410440E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.408 | TFLOPs: 32.13 | 7: iteration 35910/ 60336 | consumed samples: 9192960 | consumed tokens: 18827182080 | elapsed time per iteration (s): 0.37 | learning rate: 8.460E-05 | global batch size: 256 | lm loss: 3.409818E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.356 | TFLOPs: 32.13 | 7: iteration 35920/ 60336 | consumed samples: 9195520 | consumed tokens: 18832424960 | elapsed time per iteration (s): 0.37 | learning rate: 8.455E-05 | global batch size: 256 | lm loss: 3.413325E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.354 | TFLOPs: 32.13 | 7: iteration 35930/ 60336 | consumed samples: 9198080 | consumed tokens: 18837667840 | elapsed time per iteration (s): 0.37 | learning rate: 8.451E-05 | global batch size: 256 | lm loss: 3.409843E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.781 | TFLOPs: 32.15 | 7: iteration 35940/ 60336 | consumed samples: 9200640 | consumed tokens: 18842910720 | elapsed time per iteration (s): 0.37 | learning rate: 8.446E-05 | global batch size: 256 | lm loss: 3.416100E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.114 | TFLOPs: 32.12 | 7: iteration 35950/ 60336 | consumed samples: 9203200 | consumed tokens: 18848153600 | elapsed time per iteration (s): 0.37 | learning rate: 8.442E-05 | global batch size: 256 | lm loss: 3.411694E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.733 | TFLOPs: 32.15 | 7: iteration 35960/ 60336 | consumed samples: 9205760 | consumed tokens: 18853396480 | elapsed time per iteration (s): 0.37 | learning rate: 8.437E-05 | global batch size: 256 | lm loss: 3.417150E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.286 | TFLOPs: 32.13 | 7: iteration 35970/ 60336 | consumed samples: 9208320 | consumed tokens: 18858639360 | elapsed time per iteration (s): 0.37 | learning rate: 8.433E-05 | global batch size: 256 | lm loss: 3.412158E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.498 | TFLOPs: 32.14 | 7: iteration 35980/ 60336 | consumed samples: 9210880 | consumed tokens: 18863882240 | elapsed time per iteration (s): 0.37 | learning rate: 8.428E-05 | global batch size: 256 | lm loss: 3.421016E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.137 | TFLOPs: 32.17 | 7: iteration 35990/ 60336 | consumed samples: 9213440 | consumed tokens: 18869125120 | elapsed time per iteration (s): 0.37 | learning rate: 8.424E-05 | global batch size: 256 | lm loss: 3.412827E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.461 | TFLOPs: 32.13 | 0: [2023-03-17 03:39:36,374] [INFO] [logging.py:68:log_dist] [Rank 0] step=36000, skipped=0, lr=[8.419008396796206e-05, 8.419008396796206e-05, 8.419008396796206e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 36000/ 60336 | consumed samples: 9216000 | consumed tokens: 18874368000 | elapsed time per iteration (s): 0.37 | learning rate: 8.419E-05 | global batch size: 256 | lm loss: 3.413820E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.805 | TFLOPs: 32.15 | 0: steps: 36000 loss: 3.3993 iter time (s): 0.370 samples/sec: 692.373 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 36000 | lm loss value: 4.002614E+00 | lm loss PPL: 5.474106E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 36000 to checkpoints_146m32b100mdedup 0: [2023-03-17 03:39:36,500] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step36000 is begin to save! 0: [2023-03-17 03:39:36,503] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step36000/layer_01-model_00-model_states.pt... 0: [2023-03-17 03:39:36,593] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step36000/layer_01-model_00-model_states.pt. 0: [2023-03-17 03:39:36,593] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step36000/layer_03-model_00-model_states.pt... 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checkpoints_146m32b100mdedup/global_step36000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 6: [2023-03-17 03:39:36,891] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step36000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-17 03:39:36,891] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step36000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-17 03:39:36,891] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step36000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-17 03:39:36,891] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step36000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-17 03:39:36,891] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step36000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-17 03:39:36,891] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step36000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-17 03:39:36,891] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step36000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-17 03:39:36,891] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step36000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-17 03:39:36,891] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step36000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-17 03:39:36,891] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step36000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-17 03:39:36,891] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now! 6: [2023-03-17 03:39:36,891] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now! 6: [2023-03-17 03:39:36,891] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now! 6: [2023-03-17 03:39:36,891] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now! 6: [2023-03-17 03:39:36,891] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now! 6: [2023-03-17 03:39:36,891] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now! 6: [2023-03-17 03:39:36,891] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now! 6: [2023-03-17 03:39:36,891] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now! 0: [2023-03-17 03:39:36,913] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step36000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 03:39:36,913] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now! 0: successfully saved checkpoint at iteration 36000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 418.11 7: iteration 36010/ 60336 | consumed samples: 9218560 | consumed tokens: 18879610880 | elapsed time per iteration (s): 0.43 | learning rate: 8.414E-05 | global batch size: 256 | lm loss: 3.410458E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 601.448 | TFLOPs: 28.07 | 7: iteration 36020/ 60336 | consumed samples: 9221120 | consumed tokens: 18884853760 | elapsed time per iteration (s): 0.37 | learning rate: 8.410E-05 | global batch size: 256 | lm loss: 3.411339E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.528 | TFLOPs: 32.14 | 7: iteration 36030/ 60336 | consumed samples: 9223680 | consumed tokens: 18890096640 | elapsed time per iteration (s): 0.37 | learning rate: 8.405E-05 | global batch size: 256 | lm loss: 3.406202E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.711 | TFLOPs: 32.15 | 7: iteration 36040/ 60336 | consumed samples: 9226240 | consumed tokens: 18895339520 | elapsed time per iteration (s): 0.37 | learning rate: 8.401E-05 | global batch size: 256 | lm loss: 3.410497E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.493 | TFLOPs: 31.95 | 7: iteration 36050/ 60336 | consumed samples: 9228800 | consumed tokens: 18900582400 | elapsed time per iteration (s): 0.37 | learning rate: 8.396E-05 | global batch size: 256 | lm loss: 3.406346E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.823 | TFLOPs: 32.15 | 7: iteration 36060/ 60336 | consumed samples: 9231360 | consumed tokens: 18905825280 | elapsed time per iteration (s): 0.37 | learning rate: 8.392E-05 | global batch size: 256 | lm loss: 3.409270E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.037 | TFLOPs: 32.16 | 7: iteration 36070/ 60336 | consumed samples: 9233920 | consumed tokens: 18911068160 | elapsed time per iteration (s): 0.37 | learning rate: 8.387E-05 | global batch size: 256 | lm loss: 3.420641E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.683 | TFLOPs: 32.15 | 7: iteration 36080/ 60336 | consumed samples: 9236480 | consumed tokens: 18916311040 | elapsed time per iteration (s): 0.37 | learning rate: 8.383E-05 | global batch size: 256 | lm loss: 3.413841E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.722 | TFLOPs: 32.15 | 7: iteration 36090/ 60336 | consumed samples: 9239040 | consumed tokens: 18921553920 | elapsed time per iteration (s): 0.37 | learning rate: 8.378E-05 | global batch size: 256 | lm loss: 3.412624E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.464 | TFLOPs: 32.13 | 7: iteration 36100/ 60336 | consumed samples: 9241600 | consumed tokens: 18926796800 | elapsed time per iteration (s): 0.37 | learning rate: 8.374E-05 | global batch size: 256 | lm loss: 3.413924E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.607 | TFLOPs: 32.14 | 7: iteration 36110/ 60336 | consumed samples: 9244160 | consumed tokens: 18932039680 | elapsed time per iteration (s): 0.37 | learning rate: 8.369E-05 | global batch size: 256 | lm loss: 3.407591E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.765 | TFLOPs: 32.15 | 7: iteration 36120/ 60336 | consumed samples: 9246720 | consumed tokens: 18937282560 | elapsed time per iteration (s): 0.37 | learning rate: 8.365E-05 | global batch size: 256 | lm loss: 3.404688E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.609 | TFLOPs: 32.14 | 7: iteration 36130/ 60336 | consumed samples: 9249280 | consumed tokens: 18942525440 | elapsed time per iteration (s): 0.37 | learning rate: 8.360E-05 | global batch size: 256 | lm loss: 3.413267E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.050 | TFLOPs: 32.12 | 7: iteration 36140/ 60336 | consumed samples: 9251840 | consumed tokens: 18947768320 | elapsed time per iteration (s): 0.37 | learning rate: 8.356E-05 | global batch size: 256 | lm loss: 3.409091E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.132 | TFLOPs: 32.12 | 7: iteration 36150/ 60336 | consumed samples: 9254400 | consumed tokens: 18953011200 | elapsed time per iteration (s): 0.37 | learning rate: 8.351E-05 | global batch size: 256 | lm loss: 3.408116E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.785 | TFLOPs: 32.10 | 7: iteration 36160/ 60336 | consumed samples: 9256960 | consumed tokens: 18958254080 | elapsed time per iteration (s): 0.37 | learning rate: 8.347E-05 | global batch size: 256 | lm loss: 3.406944E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.982 | TFLOPs: 32.11 | 7: iteration 36170/ 60336 | consumed samples: 9259520 | consumed tokens: 18963496960 | elapsed time per iteration (s): 0.37 | learning rate: 8.342E-05 | global batch size: 256 | lm loss: 3.409235E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.032 | TFLOPs: 32.11 | 7: iteration 36180/ 60336 | consumed samples: 9262080 | consumed tokens: 18968739840 | elapsed time per iteration (s): 0.37 | learning rate: 8.338E-05 | global batch size: 256 | lm loss: 3.410662E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.213 | TFLOPs: 32.12 | 7: iteration 36190/ 60336 | consumed samples: 9264640 | consumed tokens: 18973982720 | elapsed time per iteration (s): 0.37 | learning rate: 8.333E-05 | global batch size: 256 | lm loss: 3.417581E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.357 | TFLOPs: 32.13 | 7: iteration 36200/ 60336 | consumed samples: 9267200 | consumed tokens: 18979225600 | elapsed time per iteration (s): 0.37 | learning rate: 8.328E-05 | global batch size: 256 | lm loss: 3.414342E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.239 | TFLOPs: 32.12 | 7: iteration 36210/ 60336 | consumed samples: 9269760 | consumed tokens: 18984468480 | elapsed time per iteration (s): 0.37 | learning rate: 8.324E-05 | global batch size: 256 | lm loss: 3.401070E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.563 | TFLOPs: 32.14 | 7: iteration 36220/ 60336 | consumed samples: 9272320 | consumed tokens: 18989711360 | elapsed time per iteration (s): 0.37 | learning rate: 8.319E-05 | global batch size: 256 | lm loss: 3.414138E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.273 | TFLOPs: 32.13 | 7: iteration 36230/ 60336 | consumed samples: 9274880 | consumed tokens: 18994954240 | elapsed time per iteration (s): 0.37 | learning rate: 8.315E-05 | global batch size: 256 | lm loss: 3.407197E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.693 | TFLOPs: 32.15 | 7: iteration 36240/ 60336 | consumed samples: 9277440 | consumed tokens: 19000197120 | elapsed time per iteration (s): 0.37 | learning rate: 8.310E-05 | global batch size: 256 | lm loss: 3.403881E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.938 | TFLOPs: 32.16 | 7: iteration 36250/ 60336 | consumed samples: 9280000 | consumed tokens: 19005440000 | elapsed time per iteration (s): 0.37 | learning rate: 8.306E-05 | global batch size: 256 | lm loss: 3.410372E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.537 | TFLOPs: 32.14 | 7: iteration 36260/ 60336 | consumed samples: 9282560 | consumed tokens: 19010682880 | elapsed time per iteration (s): 0.37 | learning rate: 8.301E-05 | global batch size: 256 | lm loss: 3.410292E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.420 | TFLOPs: 32.13 | 7: iteration 36270/ 60336 | consumed samples: 9285120 | consumed tokens: 19015925760 | elapsed time per iteration (s): 0.37 | learning rate: 8.297E-05 | global batch size: 256 | lm loss: 3.408302E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.885 | TFLOPs: 32.11 | 7: iteration 36280/ 60336 | consumed samples: 9287680 | consumed tokens: 19021168640 | elapsed time per iteration (s): 0.37 | learning rate: 8.292E-05 | global batch size: 256 | lm loss: 3.406563E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.953 | TFLOPs: 32.11 | 7: iteration 36290/ 60336 | consumed samples: 9290240 | consumed tokens: 19026411520 | elapsed time per iteration (s): 0.38 | learning rate: 8.288E-05 | global batch size: 256 | lm loss: 3.414046E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.576 | TFLOPs: 31.53 | 7: iteration 36300/ 60336 | consumed samples: 9292800 | consumed tokens: 19031654400 | elapsed time per iteration (s): 0.37 | learning rate: 8.283E-05 | global batch size: 256 | lm loss: 3.410564E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.449 | TFLOPs: 32.13 | 7: iteration 36310/ 60336 | consumed samples: 9295360 | consumed tokens: 19036897280 | elapsed time per iteration (s): 0.37 | learning rate: 8.279E-05 | global batch size: 256 | lm loss: 3.409621E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.266 | TFLOPs: 32.13 | 7: iteration 36320/ 60336 | consumed samples: 9297920 | consumed tokens: 19042140160 | elapsed time per iteration (s): 0.37 | learning rate: 8.274E-05 | global batch size: 256 | lm loss: 3.404852E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.097 | TFLOPs: 32.12 | 7: iteration 36330/ 60336 | consumed samples: 9300480 | consumed tokens: 19047383040 | elapsed time per iteration (s): 0.37 | learning rate: 8.270E-05 | global batch size: 256 | lm loss: 3.411627E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.689 | TFLOPs: 32.10 | 7: iteration 36340/ 60336 | consumed samples: 9303040 | consumed tokens: 19052625920 | elapsed time per iteration (s): 0.37 | learning rate: 8.265E-05 | global batch size: 256 | lm loss: 3.409681E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.917 | TFLOPs: 32.11 | 7: iteration 36350/ 60336 | consumed samples: 9305600 | consumed tokens: 19057868800 | elapsed time per iteration (s): 0.37 | learning rate: 8.261E-05 | global batch size: 256 | lm loss: 3.405569E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.857 | TFLOPs: 32.11 | 7: iteration 36360/ 60336 | consumed samples: 9308160 | consumed tokens: 19063111680 | elapsed time per iteration (s): 0.37 | learning rate: 8.256E-05 | global batch size: 256 | lm loss: 3.407600E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.772 | TFLOPs: 32.15 | 7: iteration 36370/ 60336 | consumed samples: 9310720 | consumed tokens: 19068354560 | elapsed time per iteration (s): 0.37 | learning rate: 8.252E-05 | global batch size: 256 | lm loss: 3.407236E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.785 | TFLOPs: 32.15 | 7: iteration 36380/ 60336 | consumed samples: 9313280 | consumed tokens: 19073597440 | elapsed time per iteration (s): 0.37 | learning rate: 8.247E-05 | global batch size: 256 | lm loss: 3.405194E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.314 | TFLOPs: 32.13 | 7: iteration 36390/ 60336 | consumed samples: 9315840 | consumed tokens: 19078840320 | elapsed time per iteration (s): 0.37 | learning rate: 8.243E-05 | global batch size: 256 | lm loss: 3.414992E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.158 | TFLOPs: 32.17 | 7: iteration 36400/ 60336 | consumed samples: 9318400 | consumed tokens: 19084083200 | elapsed time per iteration (s): 0.37 | learning rate: 8.238E-05 | global batch size: 256 | lm loss: 3.411722E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.629 | TFLOPs: 32.19 | 7: iteration 36410/ 60336 | consumed samples: 9320960 | consumed tokens: 19089326080 | elapsed time per iteration (s): 0.37 | learning rate: 8.234E-05 | global batch size: 256 | lm loss: 3.407456E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.882 | TFLOPs: 32.15 | 7: iteration 36420/ 60336 | consumed samples: 9323520 | consumed tokens: 19094568960 | elapsed time per iteration (s): 0.37 | learning rate: 8.229E-05 | global batch size: 256 | lm loss: 3.413889E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.990 | TFLOPs: 32.16 | 7: iteration 36430/ 60336 | consumed samples: 9326080 | consumed tokens: 19099811840 | elapsed time per iteration (s): 0.37 | learning rate: 8.225E-05 | global batch size: 256 | lm loss: 3.402816E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.000 | TFLOPs: 32.16 | 7: iteration 36440/ 60336 | consumed samples: 9328640 | consumed tokens: 19105054720 | elapsed time per iteration (s): 0.37 | learning rate: 8.220E-05 | global batch size: 256 | lm loss: 3.405689E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.675 | TFLOPs: 32.14 | 7: iteration 36450/ 60336 | consumed samples: 9331200 | consumed tokens: 19110297600 | elapsed time per iteration (s): 0.37 | learning rate: 8.216E-05 | global batch size: 256 | lm loss: 3.403218E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.558 | TFLOPs: 32.19 | 7: iteration 36460/ 60336 | consumed samples: 9333760 | consumed tokens: 19115540480 | elapsed time per iteration (s): 0.37 | learning rate: 8.211E-05 | global batch size: 256 | lm loss: 3.411837E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.215 | TFLOPs: 32.17 | 7: iteration 36470/ 60336 | consumed samples: 9336320 | consumed tokens: 19120783360 | elapsed time per iteration (s): 0.37 | learning rate: 8.207E-05 | global batch size: 256 | lm loss: 3.408421E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.025 | TFLOPs: 32.16 | 7: iteration 36480/ 60336 | consumed samples: 9338880 | consumed tokens: 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consumed samples: 9346560 | consumed tokens: 19141754880 | elapsed time per iteration (s): 0.37 | learning rate: 8.189E-05 | global batch size: 256 | lm loss: 3.402791E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.796 | TFLOPs: 32.20 | 7: iteration 36520/ 60336 | consumed samples: 9349120 | consumed tokens: 19146997760 | elapsed time per iteration (s): 0.37 | learning rate: 8.184E-05 | global batch size: 256 | lm loss: 3.413702E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.498 | TFLOPs: 32.18 | 7: iteration 36530/ 60336 | consumed samples: 9351680 | consumed tokens: 19152240640 | elapsed time per iteration (s): 0.37 | learning rate: 8.180E-05 | global batch size: 256 | lm loss: 3.405502E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.571 | 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iterations: 0 | samples per second: 688.952 | TFLOPs: 32.16 | 7: iteration 37000/ 60336 | consumed samples: 9472000 | consumed tokens: 19398656000 | elapsed time per iteration (s): 0.37 | learning rate: 7.969E-05 | global batch size: 256 | lm loss: 3.409272E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.029 | TFLOPs: 32.16 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 37000 | lm loss value: 3.962671E+00 | lm loss PPL: 5.259760E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 37000 to checkpoints_146m32b100mdedup 0: [2023-03-17 03:45:48,981] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step37000 is begin to save! 0: [2023-03-17 03:45:48,985] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving 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[INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step37000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 7: [2023-03-17 03:45:49,297] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step37000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt. 7: [2023-03-17 03:45:49,297] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step37000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 5: [2023-03-17 03:45:49,295] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step37000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-17 03:45:49,295] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now! 5: [2023-03-17 03:45:49,296] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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03:45:49,391] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now! 0: successfully saved checkpoint at iteration 37000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 433.38 7: iteration 37010/ 60336 | consumed samples: 9474560 | consumed tokens: 19403898880 | elapsed time per iteration (s): 0.43 | learning rate: 7.965E-05 | global batch size: 256 | lm loss: 3.399882E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 600.562 | TFLOPs: 28.03 | 7: iteration 37020/ 60336 | consumed samples: 9477120 | consumed tokens: 19409141760 | elapsed time per iteration (s): 0.37 | learning rate: 7.960E-05 | global batch size: 256 | lm loss: 3.405169E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.032 | TFLOPs: 32.16 | 7: iteration 37030/ 60336 | consumed samples: 9479680 | consumed tokens: 19414384640 | elapsed time per iteration (s): 0.37 | learning rate: 7.956E-05 | global batch size: 256 | lm loss: 3.406994E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.748 | TFLOPs: 31.87 | 7: iteration 37040/ 60336 | consumed samples: 9482240 | consumed tokens: 19419627520 | elapsed time per iteration (s): 0.38 | learning rate: 7.951E-05 | global batch size: 256 | lm loss: 3.410019E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.402 | TFLOPs: 31.85 | 7: iteration 37050/ 60336 | consumed samples: 9484800 | consumed tokens: 19424870400 | elapsed time per iteration (s): 0.37 | learning rate: 7.947E-05 | global batch size: 256 | lm loss: 3.399773E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.415 | TFLOPs: 32.18 | 7: iteration 37060/ 60336 | consumed samples: 9487360 | consumed tokens: 19430113280 | elapsed time per iteration (s): 0.37 | learning rate: 7.943E-05 | global batch size: 256 | lm loss: 3.409660E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.172 | TFLOPs: 32.17 | 7: iteration 37070/ 60336 | consumed samples: 9489920 | consumed tokens: 19435356160 | elapsed time per iteration (s): 0.37 | learning rate: 7.938E-05 | global batch size: 256 | lm loss: 3.407885E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.074 | TFLOPs: 32.16 | 7: iteration 37080/ 60336 | consumed samples: 9492480 | consumed tokens: 19440599040 | elapsed time per iteration (s): 0.37 | learning rate: 7.934E-05 | global batch size: 256 | lm loss: 3.410028E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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of nan iterations: 0 | samples per second: 681.577 | TFLOPs: 31.81 | 7: iteration 37120/ 60336 | consumed samples: 9502720 | consumed tokens: 19461570560 | elapsed time per iteration (s): 0.37 | learning rate: 7.916E-05 | global batch size: 256 | lm loss: 3.407124E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.039 | TFLOPs: 31.88 | 7: iteration 37130/ 60336 | consumed samples: 9505280 | consumed tokens: 19466813440 | elapsed time per iteration (s): 0.37 | learning rate: 7.911E-05 | global batch size: 256 | lm loss: 3.412235E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.924 | TFLOPs: 31.92 | 7: iteration 37140/ 60336 | consumed samples: 9507840 | consumed tokens: 19472056320 | elapsed time per iteration (s): 0.37 | learning rate: 7.907E-05 | global batch size: 256 | lm loss: 3.403659E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.217 | TFLOPs: 31.89 | 7: iteration 37150/ 60336 | consumed samples: 9510400 | consumed tokens: 19477299200 | elapsed time per iteration (s): 0.37 | learning rate: 7.903E-05 | global batch size: 256 | lm loss: 3.415531E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.068 | TFLOPs: 32.21 | 7: iteration 37160/ 60336 | consumed samples: 9512960 | consumed tokens: 19482542080 | elapsed time per iteration (s): 0.37 | learning rate: 7.898E-05 | global batch size: 256 | lm loss: 3.407425E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.610 | TFLOPs: 31.91 | 7: iteration 37170/ 60336 | consumed samples: 9515520 | consumed tokens: 19487784960 | elapsed time per iteration (s): 0.37 | learning rate: 7.894E-05 | global batch size: 256 | lm loss: 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iteration 37290/ 60336 | consumed samples: 9546240 | consumed tokens: 19550699520 | elapsed time per iteration (s): 0.37 | learning rate: 7.840E-05 | global batch size: 256 | lm loss: 3.409835E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.985 | TFLOPs: 32.21 | 7: iteration 37300/ 60336 | consumed samples: 9548800 | consumed tokens: 19555942400 | elapsed time per iteration (s): 0.37 | learning rate: 7.836E-05 | global batch size: 256 | lm loss: 3.403698E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.499 | TFLOPs: 32.18 | 7: iteration 37310/ 60336 | consumed samples: 9551360 | consumed tokens: 19561185280 | elapsed time per iteration (s): 0.37 | learning rate: 7.832E-05 | global batch size: 256 | lm loss: 3.399419E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.455 | TFLOPs: 32.18 | 7: iteration 37320/ 60336 | consumed samples: 9553920 | consumed tokens: 19566428160 | elapsed time per iteration (s): 0.37 | learning rate: 7.827E-05 | global batch size: 256 | lm loss: 3.397639E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.430 | TFLOPs: 32.13 | 7: iteration 37330/ 60336 | consumed samples: 9556480 | consumed tokens: 19571671040 | elapsed time per iteration (s): 0.37 | learning rate: 7.823E-05 | global batch size: 256 | lm loss: 3.407353E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.896 | TFLOPs: 32.11 | 7: iteration 37340/ 60336 | consumed samples: 9559040 | consumed tokens: 19576913920 | elapsed time per iteration (s): 0.37 | learning rate: 7.818E-05 | global batch size: 256 | lm loss: 3.411666E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped 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size: 256 | lm loss: 3.403036E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.026 | TFLOPs: 32.16 | 7: iteration 37410/ 60336 | consumed samples: 9576960 | consumed tokens: 19613614080 | elapsed time per iteration (s): 0.37 | learning rate: 7.787E-05 | global batch size: 256 | lm loss: 3.403239E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.840 | TFLOPs: 32.15 | 7: iteration 37420/ 60336 | consumed samples: 9579520 | consumed tokens: 19618856960 | elapsed time per iteration (s): 0.37 | learning rate: 7.783E-05 | global batch size: 256 | lm loss: 3.405891E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.613 | TFLOPs: 32.14 | 7: iteration 37430/ 60336 | consumed samples: 9582080 | consumed tokens: 19624099840 | elapsed time per iteration (s): 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TFLOPs: 32.16 | 7: iteration 37520/ 60336 | consumed samples: 9605120 | consumed tokens: 19671285760 | elapsed time per iteration (s): 0.37 | learning rate: 7.739E-05 | global batch size: 256 | lm loss: 3.404470E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.230 | TFLOPs: 32.17 | 7: iteration 37530/ 60336 | consumed samples: 9607680 | consumed tokens: 19676528640 | elapsed time per iteration (s): 0.37 | learning rate: 7.734E-05 | global batch size: 256 | lm loss: 3.406763E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.411 | TFLOPs: 31.95 | 7: iteration 37540/ 60336 | consumed samples: 9610240 | consumed tokens: 19681771520 | elapsed time per iteration (s): 0.37 | learning rate: 7.730E-05 | global batch size: 256 | lm loss: 3.405950E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan 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number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.976 | TFLOPs: 32.16 | 7: iteration 37580/ 60336 | consumed samples: 9620480 | consumed tokens: 19702743040 | elapsed time per iteration (s): 0.37 | learning rate: 7.712E-05 | global batch size: 256 | lm loss: 3.402859E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.963 | TFLOPs: 32.16 | 7: iteration 37590/ 60336 | consumed samples: 9623040 | consumed tokens: 19707985920 | elapsed time per iteration (s): 0.37 | learning rate: 7.708E-05 | global batch size: 256 | lm loss: 3.406066E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.830 | TFLOPs: 32.15 | 7: iteration 37600/ 60336 | consumed samples: 9625600 | consumed tokens: 19713228800 | elapsed time per iteration (s): 0.37 | learning rate: 7.703E-05 | global batch size: 256 | lm loss: 3.409581E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.238 | TFLOPs: 32.17 | 7: iteration 37610/ 60336 | consumed samples: 9628160 | consumed tokens: 19718471680 | elapsed time per iteration (s): 0.37 | learning rate: 7.699E-05 | global batch size: 256 | lm loss: 3.405469E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.154 | TFLOPs: 32.17 | 7: iteration 37620/ 60336 | consumed samples: 9630720 | consumed tokens: 19723714560 | elapsed time per iteration (s): 0.37 | learning rate: 7.695E-05 | global batch size: 256 | lm loss: 3.397033E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.428 | TFLOPs: 32.18 | 7: iteration 37630/ 60336 | consumed samples: 9633280 | consumed tokens: 19728957440 | elapsed time per iteration (s): 0.37 | learning rate: 7.690E-05 | global batch size: 256 | lm loss: 3.402661E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.954 | TFLOPs: 32.16 | 7: iteration 37640/ 60336 | consumed samples: 9635840 | consumed tokens: 19734200320 | elapsed time per iteration (s): 0.37 | learning rate: 7.686E-05 | global batch size: 256 | lm loss: 3.408160E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.150 | TFLOPs: 32.17 | 7: iteration 37650/ 60336 | consumed samples: 9638400 | consumed tokens: 19739443200 | elapsed time per iteration (s): 0.37 | learning rate: 7.681E-05 | global batch size: 256 | lm loss: 3.401715E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.356 | TFLOPs: 32.18 | 7: iteration 37660/ 60336 | consumed samples: 9640960 | consumed tokens: 19744686080 | elapsed 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iteration 37720/ 60336 | consumed samples: 9656320 | consumed tokens: 19776143360 | elapsed time per iteration (s): 0.37 | learning rate: 7.651E-05 | global batch size: 256 | lm loss: 3.404309E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.075 | TFLOPs: 32.16 | 7: iteration 37730/ 60336 | consumed samples: 9658880 | consumed tokens: 19781386240 | elapsed time per iteration (s): 0.37 | learning rate: 7.646E-05 | global batch size: 256 | lm loss: 3.402608E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.335 | TFLOPs: 32.18 | 7: iteration 37740/ 60336 | consumed samples: 9661440 | consumed tokens: 19786629120 | elapsed time per iteration (s): 0.37 | learning rate: 7.642E-05 | global batch size: 256 | lm loss: 3.405873E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.469 | TFLOPs: 32.18 | 7: iteration 37750/ 60336 | consumed samples: 9664000 | consumed tokens: 19791872000 | elapsed time per iteration (s): 0.37 | learning rate: 7.637E-05 | global batch size: 256 | lm loss: 3.405655E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.139 | TFLOPs: 32.17 | 7: iteration 37760/ 60336 | consumed samples: 9666560 | consumed tokens: 19797114880 | elapsed time per iteration (s): 0.37 | learning rate: 7.633E-05 | global batch size: 256 | lm loss: 3.403843E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.995 | TFLOPs: 32.16 | 7: iteration 37770/ 60336 | consumed samples: 9669120 | consumed tokens: 19802357760 | elapsed time per iteration (s): 0.37 | learning rate: 7.629E-05 | global batch size: 256 | lm loss: 3.397449E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.265 | TFLOPs: 32.17 | 7: iteration 37780/ 60336 | consumed samples: 9671680 | consumed tokens: 19807600640 | elapsed time per iteration (s): 0.37 | learning rate: 7.624E-05 | global batch size: 256 | lm loss: 3.408923E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.040 | TFLOPs: 32.16 | 7: iteration 37790/ 60336 | consumed samples: 9674240 | consumed tokens: 19812843520 | elapsed time per iteration (s): 0.37 | learning rate: 7.620E-05 | global batch size: 256 | lm loss: 3.400518E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.587 | TFLOPs: 32.19 | 7: iteration 37800/ 60336 | consumed samples: 9676800 | consumed tokens: 19818086400 | elapsed time per iteration (s): 0.37 | learning rate: 7.616E-05 | global batch size: 256 | lm loss: 3.399628E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.897 | TFLOPs: 32.20 | 7: iteration 37810/ 60336 | consumed samples: 9679360 | consumed tokens: 19823329280 | elapsed time per iteration (s): 0.37 | learning rate: 7.611E-05 | global batch size: 256 | lm loss: 3.398857E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.576 | TFLOPs: 32.19 | 7: iteration 37820/ 60336 | consumed samples: 9681920 | consumed tokens: 19828572160 | elapsed time per iteration (s): 0.37 | learning rate: 7.607E-05 | global batch size: 256 | lm loss: 3.404290E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.028 | TFLOPs: 32.21 | 7: iteration 37830/ 60336 | consumed samples: 9684480 | consumed tokens: 19833815040 | elapsed time per iteration (s): 0.37 | learning rate: 7.602E-05 | global batch size: 256 | lm loss: 3.409712E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.797 | TFLOPs: 32.20 | 7: iteration 37840/ 60336 | consumed samples: 9687040 | consumed tokens: 19839057920 | elapsed time per iteration (s): 0.37 | learning rate: 7.598E-05 | global batch size: 256 | lm loss: 3.399977E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.037 | TFLOPs: 32.21 | 7: iteration 37850/ 60336 | consumed samples: 9689600 | consumed tokens: 19844300800 | elapsed time per iteration (s): 0.37 | learning rate: 7.594E-05 | global batch size: 256 | lm loss: 3.405285E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.728 | TFLOPs: 32.19 | 7: iteration 37860/ 60336 | consumed samples: 9692160 | consumed tokens: 19849543680 | elapsed time per iteration (s): 0.37 | learning rate: 7.589E-05 | global batch size: 256 | lm loss: 3.401158E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.039 | TFLOPs: 32.21 | 7: iteration 37870/ 60336 | consumed samples: 9694720 | consumed tokens: 19854786560 | elapsed time per iteration (s): 0.37 | learning rate: 7.585E-05 | global batch size: 256 | lm loss: 3.405769E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.689 | TFLOPs: 32.19 | 7: iteration 37880/ 60336 | consumed samples: 9697280 | consumed tokens: 19860029440 | elapsed time per iteration (s): 0.37 | learning rate: 7.580E-05 | global batch size: 256 | lm loss: 3.399526E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.773 | TFLOPs: 32.20 | 7: iteration 37890/ 60336 | consumed samples: 9699840 | consumed tokens: 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consumed samples: 9707520 | consumed tokens: 19881000960 | elapsed time per iteration (s): 0.37 | learning rate: 7.563E-05 | global batch size: 256 | lm loss: 3.394589E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.626 | TFLOPs: 32.19 | 7: iteration 37930/ 60336 | consumed samples: 9710080 | consumed tokens: 19886243840 | elapsed time per iteration (s): 0.37 | learning rate: 7.559E-05 | global batch size: 256 | lm loss: 3.409637E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.020 | TFLOPs: 32.21 | 7: iteration 37940/ 60336 | consumed samples: 9712640 | consumed tokens: 19891486720 | elapsed time per iteration (s): 0.37 | learning rate: 7.554E-05 | global batch size: 256 | lm loss: 3.400172E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.908 | 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iterations: 0 | samples per second: 690.149 | TFLOPs: 32.21 | 7: iteration 37980/ 60336 | consumed samples: 9722880 | consumed tokens: 19912458240 | elapsed time per iteration (s): 0.37 | learning rate: 7.537E-05 | global batch size: 256 | lm loss: 3.403852E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.889 | TFLOPs: 32.20 | 7: iteration 37990/ 60336 | consumed samples: 9725440 | consumed tokens: 19917701120 | elapsed time per iteration (s): 0.37 | learning rate: 7.532E-05 | global batch size: 256 | lm loss: 3.400096E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.109 | TFLOPs: 32.21 | 0: [2023-03-17 03:52:01,294] [INFO] [logging.py:68:log_dist] [Rank 0] step=38000, skipped=0, lr=[7.528014140367449e-05, 7.528014140367449e-05, 7.528014140367449e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 38000/ 60336 | consumed samples: 9728000 | consumed tokens: 19922944000 | elapsed time per iteration (s): 0.37 | learning rate: 7.528E-05 | global batch size: 256 | lm loss: 3.404525E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.978 | TFLOPs: 32.21 | 0: steps: 38000 loss: 3.4085 iter time (s): 0.371 samples/sec: 690.932 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 38000 | lm loss value: 3.943411E+00 | lm loss PPL: 5.159431E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 38000 to checkpoints_146m32b100mdedup 0: [2023-03-17 03:52:01,419] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step38000 is begin to save! 0: [2023-03-17 03:52:01,423] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving 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[INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 0: [2023-03-17 03:52:01,797] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 1: [2023-03-17 03:52:01,725] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt. 1: [2023-03-17 03:52:01,726] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 1: [2023-03-17 03:52:01,726] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 6: [2023-03-17 03:52:01,783] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-17 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now! 7: [2023-03-17 03:52:01,743] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt 7: [2023-03-17 03:52:01,743] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 7: [2023-03-17 03:52:01,743] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 7: [2023-03-17 03:52:01,743] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 7: [2023-03-17 03:52:01,743] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt 7: [2023-03-17 03:52:01,743] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 7: [2023-03-17 03:52:01,743] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint 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[INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-17 03:52:01,739] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 2: [2023-03-17 03:52:01,739] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 2: [2023-03-17 03:52:01,739] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-17 03:52:01,739] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt. 2: [2023-03-17 03:52:01,740] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 2: [2023-03-17 03:52:01,740] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 03:52:01,740] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 2: [2023-03-17 03:52:01,743] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 2: [2023-03-17 03:52:01,743] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-17 03:52:01,743] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-17 03:52:01,743] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt. 2: [2023-03-17 03:52:01,743] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 2: [2023-03-17 03:52:01,743] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-17 03:52:01,743] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 2: [2023-03-17 03:52:01,743] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-17 03:52:01,743] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 03:52:01,743] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 2: [2023-03-17 03:52:01,743] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 2: [2023-03-17 03:52:01,743] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 2: [2023-03-17 03:52:01,747] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-17 03:52:01,747] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step38000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-17 03:52:01,747] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step38000 is ready now! 0: successfully saved checkpoint at iteration 38000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 405.88 7: iteration 38010/ 60336 | consumed samples: 9730560 | consumed tokens: 19928186880 | elapsed time per iteration (s): 0.42 | learning rate: 7.524E-05 | global batch size: 256 | lm loss: 3.404271E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 604.538 | TFLOPs: 28.22 | 7: iteration 38020/ 60336 | consumed samples: 9733120 | consumed tokens: 19933429760 | elapsed time per iteration (s): 0.37 | learning rate: 7.519E-05 | global batch size: 256 | lm loss: 3.406233E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.201 | TFLOPs: 32.22 | 7: iteration 38030/ 60336 | consumed samples: 9735680 | consumed tokens: 19938672640 | elapsed time per iteration (s): 0.37 | learning rate: 7.515E-05 | global batch size: 256 | lm loss: 3.403299E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.171 | TFLOPs: 32.07 | 7: iteration 38040/ 60336 | consumed samples: 9738240 | consumed tokens: 19943915520 | elapsed time per iteration (s): 0.37 | learning rate: 7.511E-05 | global batch size: 256 | lm loss: 3.405050E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.286 | TFLOPs: 32.22 | 7: iteration 38050/ 60336 | consumed samples: 9740800 | consumed tokens: 19949158400 | elapsed time per iteration (s): 0.37 | learning rate: 7.506E-05 | global batch size: 256 | lm loss: 3.398538E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.669 | TFLOPs: 32.19 | 7: iteration 38060/ 60336 | consumed samples: 9743360 | consumed tokens: 19954401280 | elapsed time per iteration (s): 0.37 | learning rate: 7.502E-05 | global batch size: 256 | lm loss: 3.403641E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.568 | TFLOPs: 31.95 | 7: iteration 38070/ 60336 | consumed samples: 9745920 | consumed tokens: 19959644160 | elapsed time per iteration (s): 0.37 | learning rate: 7.497E-05 | global batch size: 256 | lm loss: 3.400149E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.894 | TFLOPs: 32.20 | 7: iteration 38080/ 60336 | consumed samples: 9748480 | consumed tokens: 19964887040 | elapsed time per iteration (s): 0.37 | learning rate: 7.493E-05 | global batch size: 256 | lm loss: 3.402625E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.094 | TFLOPs: 32.21 | 7: iteration 38090/ 60336 | consumed samples: 9751040 | consumed tokens: 19970129920 | elapsed time per iteration (s): 0.37 | learning rate: 7.489E-05 | global batch size: 256 | lm loss: 3.406152E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.456 | TFLOPs: 32.18 | 7: iteration 38100/ 60336 | consumed samples: 9753600 | consumed tokens: 19975372800 | elapsed time per iteration (s): 0.37 | learning rate: 7.484E-05 | global batch size: 256 | lm loss: 3.397208E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.362 | TFLOPs: 32.18 | 7: iteration 38110/ 60336 | consumed samples: 9756160 | consumed tokens: 19980615680 | elapsed time per iteration (s): 0.37 | learning rate: 7.480E-05 | global batch size: 256 | lm loss: 3.401138E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.030 | TFLOPs: 32.21 | 7: iteration 38120/ 60336 | consumed samples: 9758720 | consumed tokens: 19985858560 | elapsed time per iteration (s): 0.37 | learning rate: 7.476E-05 | global batch size: 256 | lm loss: 3.404967E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.263 | TFLOPs: 32.22 | 7: iteration 38130/ 60336 | consumed samples: 9761280 | consumed tokens: 19991101440 | elapsed time per iteration (s): 0.37 | learning rate: 7.471E-05 | global batch size: 256 | lm loss: 3.404325E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.855 | TFLOPs: 32.20 | 7: iteration 38140/ 60336 | consumed samples: 9763840 | consumed tokens: 19996344320 | elapsed time per iteration (s): 0.37 | learning rate: 7.467E-05 | global batch size: 256 | lm loss: 3.402850E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.602 | TFLOPs: 32.19 | 7: iteration 38150/ 60336 | consumed samples: 9766400 | consumed tokens: 20001587200 | elapsed time per iteration (s): 0.37 | learning rate: 7.463E-05 | global batch size: 256 | lm loss: 3.403231E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.521 | TFLOPs: 32.18 | 7: iteration 38160/ 60336 | consumed samples: 9768960 | consumed tokens: 20006830080 | elapsed time per iteration (s): 0.37 | learning rate: 7.458E-05 | global batch size: 256 | lm loss: 3.397761E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.636 | TFLOPs: 32.19 | 7: iteration 38170/ 60336 | consumed samples: 9771520 | consumed tokens: 20012072960 | elapsed time per iteration (s): 0.37 | learning rate: 7.454E-05 | global batch size: 256 | lm loss: 3.397914E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.136 | TFLOPs: 32.21 | 7: iteration 38180/ 60336 | consumed samples: 9774080 | consumed tokens: 20017315840 | elapsed time per iteration (s): 0.37 | learning rate: 7.450E-05 | global batch size: 256 | lm loss: 3.403862E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.050 | TFLOPs: 32.21 | 7: iteration 38190/ 60336 | consumed samples: 9776640 | consumed tokens: 20022558720 | elapsed time per iteration (s): 0.37 | learning rate: 7.445E-05 | global batch size: 256 | lm loss: 3.402164E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.000 | TFLOPs: 32.25 | 7: iteration 38200/ 60336 | consumed samples: 9779200 | consumed tokens: 20027801600 | elapsed time per iteration (s): 0.37 | learning rate: 7.441E-05 | global batch size: 256 | lm loss: 3.400510E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.855 | TFLOPs: 32.25 | 7: iteration 38210/ 60336 | consumed samples: 9781760 | consumed tokens: 20033044480 | elapsed time per iteration (s): 0.37 | learning rate: 7.437E-05 | global batch size: 256 | lm loss: 3.402164E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.901 | TFLOPs: 32.25 | 7: iteration 38220/ 60336 | consumed samples: 9784320 | consumed tokens: 20038287360 | elapsed time per iteration (s): 0.37 | learning rate: 7.432E-05 | global batch size: 256 | lm loss: 3.399818E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.739 | TFLOPs: 32.24 | 7: iteration 38230/ 60336 | consumed samples: 9786880 | consumed tokens: 20043530240 | elapsed time per iteration (s): 0.37 | learning rate: 7.428E-05 | global batch size: 256 | lm loss: 3.393966E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.708 | 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iterations: 0 | samples per second: 690.160 | TFLOPs: 32.21 | 7: iteration 38270/ 60336 | consumed samples: 9797120 | consumed tokens: 20064501760 | elapsed time per iteration (s): 0.37 | learning rate: 7.410E-05 | global batch size: 256 | lm loss: 3.404807E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.381 | TFLOPs: 32.22 | 7: iteration 38280/ 60336 | consumed samples: 9799680 | consumed tokens: 20069744640 | elapsed time per iteration (s): 0.37 | learning rate: 7.406E-05 | global batch size: 256 | lm loss: 3.405870E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.363 | TFLOPs: 32.22 | 7: iteration 38290/ 60336 | consumed samples: 9802240 | consumed tokens: 20074987520 | elapsed time per iteration (s): 0.37 | learning rate: 7.402E-05 | global batch size: 256 | lm loss: 3.401487E+00 | grad norm: 0.241 | num zeros: 0.0 | 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3.398896E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.709 | TFLOPs: 32.24 | 7: iteration 38330/ 60336 | consumed samples: 9812480 | consumed tokens: 20095959040 | elapsed time per iteration (s): 0.37 | learning rate: 7.384E-05 | global batch size: 256 | lm loss: 3.395725E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.717 | TFLOPs: 32.24 | 7: iteration 38340/ 60336 | consumed samples: 9815040 | consumed tokens: 20101201920 | elapsed time per iteration (s): 0.37 | learning rate: 7.380E-05 | global batch size: 256 | lm loss: 3.399483E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.818 | TFLOPs: 32.24 | 7: iteration 38350/ 60336 | consumed samples: 9817600 | consumed tokens: 20106444800 | elapsed time per iteration (s): 0.37 | learning rate: 7.376E-05 | global batch size: 256 | lm loss: 3.410222E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.902 | TFLOPs: 32.25 | 7: iteration 38360/ 60336 | consumed samples: 9820160 | consumed tokens: 20111687680 | elapsed time per iteration (s): 0.37 | learning rate: 7.371E-05 | global batch size: 256 | lm loss: 3.403996E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.860 | TFLOPs: 32.01 | 7: iteration 38370/ 60336 | consumed samples: 9822720 | consumed tokens: 20116930560 | elapsed time per iteration (s): 0.37 | learning rate: 7.367E-05 | global batch size: 256 | lm loss: 3.404233E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.760 | TFLOPs: 32.24 | 7: iteration 38380/ 60336 | consumed samples: 9825280 | consumed tokens: 20122173440 | elapsed time per iteration (s): 0.37 | learning rate: 7.363E-05 | global batch size: 256 | lm loss: 3.407785E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.641 | TFLOPs: 32.24 | 7: iteration 38390/ 60336 | consumed samples: 9827840 | consumed tokens: 20127416320 | elapsed time per iteration (s): 0.37 | learning rate: 7.358E-05 | global batch size: 256 | lm loss: 3.406301E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.841 | TFLOPs: 32.25 | 7: iteration 38400/ 60336 | consumed samples: 9830400 | consumed tokens: 20132659200 | elapsed time per iteration (s): 0.37 | learning rate: 7.354E-05 | global batch size: 256 | lm loss: 3.397664E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.610 | TFLOPs: 32.24 | 7: iteration 38410/ 60336 | consumed samples: 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iteration 38440/ 60336 | consumed samples: 9840640 | consumed tokens: 20153630720 | elapsed time per iteration (s): 0.37 | learning rate: 7.337E-05 | global batch size: 256 | lm loss: 3.400595E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.466 | TFLOPs: 32.23 | 7: iteration 38450/ 60336 | consumed samples: 9843200 | consumed tokens: 20158873600 | elapsed time per iteration (s): 0.37 | learning rate: 7.332E-05 | global batch size: 256 | lm loss: 3.400611E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.494 | TFLOPs: 32.23 | 7: iteration 38460/ 60336 | consumed samples: 9845760 | consumed tokens: 20164116480 | elapsed time per iteration (s): 0.37 | learning rate: 7.328E-05 | global batch size: 256 | lm loss: 3.400629E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.933 | TFLOPs: 32.25 | 7: iteration 38470/ 60336 | consumed samples: 9848320 | consumed tokens: 20169359360 | elapsed time per iteration (s): 0.37 | learning rate: 7.324E-05 | global batch size: 256 | lm loss: 3.402626E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.656 | TFLOPs: 32.24 | 7: iteration 38480/ 60336 | consumed samples: 9850880 | consumed tokens: 20174602240 | elapsed time per iteration (s): 0.37 | learning rate: 7.320E-05 | global batch size: 256 | lm loss: 3.402000E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.857 | TFLOPs: 32.25 | 7: iteration 38490/ 60336 | consumed samples: 9853440 | consumed tokens: 20179845120 | elapsed time per iteration (s): 0.37 | learning rate: 7.315E-05 | global batch size: 256 | lm loss: 3.406932E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.844 | TFLOPs: 32.25 | 7: iteration 38500/ 60336 | consumed samples: 9856000 | consumed tokens: 20185088000 | elapsed time per iteration (s): 0.37 | learning rate: 7.311E-05 | global batch size: 256 | lm loss: 3.397534E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.793 | TFLOPs: 32.24 | 7: iteration 38510/ 60336 | consumed samples: 9858560 | consumed tokens: 20190330880 | elapsed time per iteration (s): 0.37 | learning rate: 7.307E-05 | global batch size: 256 | lm loss: 3.397312E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.332 | TFLOPs: 32.22 | 7: iteration 38520/ 60336 | consumed samples: 9861120 | consumed tokens: 20195573760 | elapsed time per iteration (s): 0.37 | learning rate: 7.302E-05 | global batch size: 256 | lm loss: 3.397833E+00 | grad norm: 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size: 256 | lm loss: 3.401826E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 673.939 | TFLOPs: 31.46 | 7: iteration 38560/ 60336 | consumed samples: 9871360 | consumed tokens: 20216545280 | elapsed time per iteration (s): 0.37 | learning rate: 7.285E-05 | global batch size: 256 | lm loss: 3.399393E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.037 | TFLOPs: 32.21 | 7: iteration 38570/ 60336 | consumed samples: 9873920 | consumed tokens: 20221788160 | elapsed time per iteration (s): 0.37 | learning rate: 7.281E-05 | global batch size: 256 | lm loss: 3.401205E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.240 | TFLOPs: 32.22 | 7: iteration 38580/ 60336 | consumed samples: 9876480 | consumed tokens: 20227031040 | elapsed time per iteration (s): 0.37 | learning rate: 7.276E-05 | global batch size: 256 | lm loss: 3.392620E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.102 | TFLOPs: 32.02 | 7: iteration 38590/ 60336 | consumed samples: 9879040 | consumed tokens: 20232273920 | elapsed time per iteration (s): 0.37 | learning rate: 7.272E-05 | global batch size: 256 | lm loss: 3.396132E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.944 | TFLOPs: 32.20 | 7: iteration 38600/ 60336 | consumed samples: 9881600 | consumed tokens: 20237516800 | elapsed time per iteration (s): 0.37 | learning rate: 7.268E-05 | global batch size: 256 | lm loss: 3.399844E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.602 | TFLOPs: 32.23 | 7: iteration 38610/ 60336 | consumed samples: 9884160 | consumed tokens: 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7.190E-05 | global batch size: 256 | lm loss: 3.398396E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.377 | TFLOPs: 32.22 | 7: iteration 38790/ 60336 | consumed samples: 9930240 | consumed tokens: 20337131520 | elapsed time per iteration (s): 0.37 | learning rate: 7.186E-05 | global batch size: 256 | lm loss: 3.400576E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.918 | TFLOPs: 32.20 | 7: iteration 38800/ 60336 | consumed samples: 9932800 | consumed tokens: 20342374400 | elapsed time per iteration (s): 0.37 | learning rate: 7.182E-05 | global batch size: 256 | lm loss: 3.397240E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.238 | TFLOPs: 32.22 | 7: iteration 38810/ 60336 | consumed samples: 9935360 | consumed tokens: 20347617280 | elapsed time per iteration (s): 0.37 | learning rate: 7.178E-05 | global batch size: 256 | lm loss: 3.401711E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.549 | TFLOPs: 32.23 | 7: iteration 38820/ 60336 | consumed samples: 9937920 | consumed tokens: 20352860160 | elapsed time per iteration (s): 0.37 | learning rate: 7.173E-05 | global batch size: 256 | lm loss: 3.393825E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.535 | TFLOPs: 32.23 | 7: iteration 38830/ 60336 | consumed samples: 9940480 | consumed tokens: 20358103040 | elapsed time per iteration (s): 0.37 | learning rate: 7.169E-05 | global batch size: 256 | lm loss: 3.399814E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.296 | TFLOPs: 32.22 | 7: iteration 38840/ 60336 | consumed samples: 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samples per second: 689.905 | TFLOPs: 32.20 | 7: iteration 38900/ 60336 | consumed samples: 9958400 | consumed tokens: 20394803200 | elapsed time per iteration (s): 0.37 | learning rate: 7.139E-05 | global batch size: 256 | lm loss: 3.404108E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.220 | TFLOPs: 32.22 | 7: iteration 38910/ 60336 | consumed samples: 9960960 | consumed tokens: 20400046080 | elapsed time per iteration (s): 0.37 | learning rate: 7.135E-05 | global batch size: 256 | lm loss: 3.407734E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.296 | TFLOPs: 32.22 | 7: iteration 38920/ 60336 | consumed samples: 9963520 | consumed tokens: 20405288960 | elapsed time per iteration (s): 0.37 | learning rate: 7.130E-05 | global batch size: 256 | lm loss: 3.401052E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.462 | TFLOPs: 32.23 | 7: iteration 38930/ 60336 | consumed samples: 9966080 | consumed tokens: 20410531840 | elapsed time per iteration (s): 0.37 | learning rate: 7.126E-05 | global batch size: 256 | lm loss: 3.394223E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.526 | TFLOPs: 32.23 | 7: iteration 38940/ 60336 | consumed samples: 9968640 | consumed tokens: 20415774720 | elapsed time per iteration (s): 0.37 | learning rate: 7.122E-05 | global batch size: 256 | lm loss: 3.398146E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.817 | TFLOPs: 32.24 | 7: iteration 38950/ 60336 | consumed samples: 9971200 | consumed tokens: 20421017600 | elapsed time per iteration (s): 0.37 | learning rate: 7.118E-05 | global batch size: 256 | lm loss: 3.395996E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.670 | TFLOPs: 32.24 | 7: iteration 38960/ 60336 | consumed samples: 9973760 | consumed tokens: 20426260480 | elapsed time per iteration (s): 0.37 | learning rate: 7.113E-05 | global batch size: 256 | lm loss: 3.402011E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.094 | TFLOPs: 32.21 | 7: iteration 38970/ 60336 | consumed samples: 9976320 | consumed tokens: 20431503360 | elapsed time per iteration (s): 0.37 | learning rate: 7.109E-05 | global batch size: 256 | lm loss: 3.399940E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.051 | TFLOPs: 32.16 | 7: iteration 38980/ 60336 | consumed samples: 9978880 | consumed tokens: 20436746240 | elapsed time per iteration (s): 0.37 | learning rate: 7.105E-05 | global batch size: 256 | lm loss: 3.395610E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.909 | TFLOPs: 32.16 | 7: iteration 38990/ 60336 | consumed samples: 9981440 | consumed tokens: 20441989120 | elapsed time per iteration (s): 0.37 | learning rate: 7.101E-05 | global batch size: 256 | lm loss: 3.402201E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.459 | TFLOPs: 32.18 | 7: iteration 39000/ 60336 | consumed samples: 9984000 | consumed tokens: 20447232000 | elapsed time per iteration (s): 0.37 | learning rate: 7.096E-05 | global batch size: 256 | lm loss: 3.398010E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.366 | TFLOPs: 32.18 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 39000 | lm loss value: 3.960147E+00 | lm loss PPL: 5.246502E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 39000 to checkpoints_146m32b100mdedup 0: [2023-03-17 03:58:12,929] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step39000 is begin to save! 0: [2023-03-17 03:58:12,932] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step39000/layer_01-model_00-model_states.pt... 0: [2023-03-17 03:58:13,018] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step39000/layer_01-model_00-model_states.pt. 0: [2023-03-17 03:58:13,018] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step39000/layer_03-model_00-model_states.pt... 0: [2023-03-17 03:58:13,034] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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03:58:13,241] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step39000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-17 03:58:13,241] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step39000 is ready now! 0: [2023-03-17 03:58:13,316] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step39000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt. 0: [2023-03-17 03:58:13,316] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step39000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt 0: [2023-03-17 03:58:13,316] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step39000 is ready now! 0: [2023-03-17 03:58:13,328] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step39000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 03:58:13,328] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step39000 is ready now! 0: successfully saved checkpoint at iteration 39000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 403.33 7: iteration 39010/ 60336 | consumed samples: 9986560 | consumed tokens: 20452474880 | elapsed time per iteration (s): 0.42 | learning rate: 7.092E-05 | global batch size: 256 | lm loss: 3.399590E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 607.872 | TFLOPs: 28.37 | 7: iteration 39020/ 60336 | consumed samples: 9989120 | consumed tokens: 20457717760 | elapsed time per iteration (s): 0.37 | learning rate: 7.088E-05 | global batch size: 256 | lm loss: 3.392360E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.345 | TFLOPs: 32.18 | 7: iteration 39030/ 60336 | consumed samples: 9991680 | consumed tokens: 20462960640 | elapsed time per iteration (s): 0.37 | learning rate: 7.084E-05 | global batch size: 256 | lm loss: 3.397826E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.636 | TFLOPs: 32.19 | 7: iteration 39040/ 60336 | consumed samples: 9994240 | consumed tokens: 20468203520 | elapsed time per iteration (s): 0.37 | learning rate: 7.079E-05 | global batch size: 256 | lm loss: 3.402702E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.185 | TFLOPs: 32.17 | 7: iteration 39050/ 60336 | consumed samples: 9996800 | consumed tokens: 20473446400 | elapsed time per iteration (s): 0.37 | learning rate: 7.075E-05 | global batch size: 256 | lm loss: 3.407545E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.339 | TFLOPs: 32.18 | 7: iteration 39060/ 60336 | consumed samples: 9999360 | consumed tokens: 20478689280 | elapsed time per iteration (s): 0.37 | learning rate: 7.071E-05 | global batch size: 256 | lm loss: 3.399126E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.671 | TFLOPs: 32.19 | 7: iteration 39070/ 60336 | consumed samples: 10001920 | consumed tokens: 20483932160 | elapsed time per iteration (s): 0.37 | learning rate: 7.066E-05 | global batch size: 256 | lm loss: 3.396375E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.201 | TFLOPs: 32.17 | 7: iteration 39080/ 60336 | consumed samples: 10004480 | consumed tokens: 20489175040 | elapsed time per iteration (s): 0.37 | learning rate: 7.062E-05 | global batch size: 256 | lm loss: 3.398230E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.863 | TFLOPs: 32.20 | 7: iteration 39090/ 60336 | consumed samples: 10007040 | consumed tokens: 20494417920 | elapsed time per iteration (s): 0.37 | learning rate: 7.058E-05 | global batch size: 256 | lm loss: 3.395784E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.176 | TFLOPs: 32.17 | 7: iteration 39100/ 60336 | consumed samples: 10009600 | consumed tokens: 20499660800 | elapsed time per iteration (s): 0.37 | learning rate: 7.054E-05 | global batch size: 256 | lm loss: 3.398537E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.259 | TFLOPs: 32.17 | 7: iteration 39110/ 60336 | consumed samples: 10012160 | consumed tokens: 20504903680 | elapsed time per iteration (s): 0.37 | learning rate: 7.049E-05 | global batch size: 256 | lm loss: 3.397458E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.449 | TFLOPs: 32.18 | 7: iteration 39120/ 60336 | consumed samples: 10014720 | consumed tokens: 20510146560 | elapsed time per iteration (s): 0.37 | learning rate: 7.045E-05 | global batch size: 256 | lm loss: 3.395436E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.330 | TFLOPs: 32.18 | 7: iteration 39130/ 60336 | consumed samples: 10017280 | consumed tokens: 20515389440 | elapsed time per iteration (s): 0.37 | learning rate: 7.041E-05 | global batch size: 256 | lm loss: 3.403423E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.619 | TFLOPs: 32.19 | 7: iteration 39140/ 60336 | consumed samples: 10019840 | consumed tokens: 20520632320 | elapsed time per iteration (s): 0.37 | learning rate: 7.037E-05 | global batch size: 256 | lm loss: 3.402467E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.122 | TFLOPs: 32.17 | 7: iteration 39150/ 60336 | consumed samples: 10022400 | consumed tokens: 20525875200 | elapsed time per iteration (s): 0.37 | learning rate: 7.032E-05 | global batch size: 256 | lm loss: 3.403652E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.246 | TFLOPs: 32.17 | 7: iteration 39160/ 60336 | consumed samples: 10024960 | consumed tokens: 20531118080 | elapsed time per iteration (s): 0.37 | learning rate: 7.028E-05 | global batch size: 256 | lm loss: 3.399699E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.309 | TFLOPs: 32.17 | 7: iteration 39170/ 60336 | consumed samples: 10027520 | consumed tokens: 20536360960 | elapsed time per iteration (s): 0.37 | learning rate: 7.024E-05 | global batch size: 256 | lm loss: 3.392695E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.233 | TFLOPs: 32.17 | 7: iteration 39180/ 60336 | consumed samples: 10030080 | consumed tokens: 20541603840 | elapsed time per iteration (s): 0.37 | learning rate: 7.020E-05 | global batch size: 256 | lm loss: 3.402533E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.184 | TFLOPs: 32.17 | 7: iteration 39190/ 60336 | consumed samples: 10032640 | consumed tokens: 20546846720 | elapsed time per iteration (s): 0.37 | learning rate: 7.015E-05 | global batch size: 256 | lm loss: 3.397137E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.207 | TFLOPs: 32.17 | 7: iteration 39200/ 60336 | consumed samples: 10035200 | consumed tokens: 20552089600 | elapsed time per iteration (s): 0.37 | learning rate: 7.011E-05 | global batch size: 256 | lm loss: 3.399647E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.286 | TFLOPs: 32.17 | 7: iteration 39210/ 60336 | consumed samples: 10037760 | consumed tokens: 20557332480 | elapsed time per iteration (s): 0.37 | learning rate: 7.007E-05 | global batch size: 256 | lm loss: 3.402274E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.389 | TFLOPs: 32.18 | 7: iteration 39220/ 60336 | consumed samples: 10040320 | consumed tokens: 20562575360 | elapsed time per iteration (s): 0.37 | learning rate: 7.003E-05 | global batch size: 256 | lm loss: 3.398235E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.467 | TFLOPs: 32.18 | 7: iteration 39230/ 60336 | consumed samples: 10042880 | consumed tokens: 20567818240 | elapsed time per iteration (s): 0.37 | learning rate: 6.999E-05 | global batch size: 256 | lm loss: 3.403401E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.849 | TFLOPs: 32.15 | 7: iteration 39240/ 60336 | consumed samples: 10045440 | consumed tokens: 20573061120 | elapsed time per iteration (s): 0.37 | learning rate: 6.994E-05 | global batch size: 256 | lm loss: 3.404339E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.191 | TFLOPs: 32.17 | 7: iteration 39250/ 60336 | consumed samples: 10048000 | consumed tokens: 20578304000 | elapsed time per iteration (s): 0.37 | learning rate: 6.990E-05 | global batch size: 256 | lm loss: 3.396077E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.698 | TFLOPs: 31.96 | 7: iteration 39260/ 60336 | consumed samples: 10050560 | consumed tokens: 20583546880 | elapsed time per iteration (s): 0.37 | learning rate: 6.986E-05 | global batch size: 256 | lm loss: 3.400938E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.141 | TFLOPs: 32.17 | 7: iteration 39270/ 60336 | consumed samples: 10053120 | consumed tokens: 20588789760 | elapsed time per iteration (s): 0.37 | learning rate: 6.982E-05 | global batch size: 256 | lm loss: 3.394357E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.339 | TFLOPs: 32.18 | 7: iteration 39280/ 60336 | consumed samples: 10055680 | consumed tokens: 20594032640 | elapsed time per iteration (s): 0.37 | learning rate: 6.977E-05 | global batch size: 256 | lm loss: 3.396616E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.795 | TFLOPs: 32.15 | 7: iteration 39290/ 60336 | consumed samples: 10058240 | consumed tokens: 20599275520 | elapsed time per iteration (s): 0.37 | learning rate: 6.973E-05 | global batch size: 256 | lm loss: 3.397768E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.014 | TFLOPs: 32.16 | 7: iteration 39300/ 60336 | consumed samples: 10060800 | consumed tokens: 20604518400 | elapsed time per iteration (s): 0.37 | learning rate: 6.969E-05 | global batch size: 256 | lm loss: 3.396781E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.313 | TFLOPs: 32.17 | 7: iteration 39310/ 60336 | consumed samples: 10063360 | consumed tokens: 20609761280 | elapsed time per iteration (s): 0.37 | learning rate: 6.965E-05 | global batch size: 256 | lm loss: 3.394760E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.301 | TFLOPs: 32.17 | 7: iteration 39320/ 60336 | consumed samples: 10065920 | consumed tokens: 20615004160 | elapsed time per iteration (s): 0.37 | learning rate: 6.960E-05 | global batch size: 256 | lm loss: 3.399947E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.543 | TFLOPs: 32.19 | 7: iteration 39330/ 60336 | consumed samples: 10068480 | consumed tokens: 20620247040 | elapsed time per iteration (s): 0.37 | learning rate: 6.956E-05 | global batch size: 256 | lm loss: 3.392217E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.409 | TFLOPs: 32.18 | 7: iteration 39340/ 60336 | consumed samples: 10071040 | consumed tokens: 20625489920 | elapsed time per iteration (s): 0.37 | learning rate: 6.952E-05 | global batch size: 256 | lm loss: 3.399910E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.090 | TFLOPs: 32.16 | 7: iteration 39350/ 60336 | consumed samples: 10073600 | consumed tokens: 20630732800 | elapsed time per iteration (s): 0.37 | learning rate: 6.948E-05 | global batch size: 256 | lm loss: 3.390104E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.344 | TFLOPs: 32.18 | 7: iteration 39360/ 60336 | consumed samples: 10076160 | consumed tokens: 20635975680 | elapsed time per iteration (s): 0.37 | learning rate: 6.943E-05 | global batch size: 256 | lm loss: 3.400163E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.760 | TFLOPs: 32.15 | 7: iteration 39370/ 60336 | consumed samples: 10078720 | consumed tokens: 20641218560 | elapsed time per iteration (s): 0.38 | learning rate: 6.939E-05 | global batch size: 256 | lm loss: 3.396074E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.682 | TFLOPs: 31.77 | 7: iteration 39380/ 60336 | consumed samples: 10081280 | consumed tokens: 20646461440 | elapsed time per iteration (s): 0.37 | learning rate: 6.935E-05 | global batch size: 256 | lm loss: 3.397964E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.365 | TFLOPs: 32.18 | 7: iteration 39390/ 60336 | consumed samples: 10083840 | consumed tokens: 20651704320 | elapsed time per iteration (s): 0.37 | learning rate: 6.931E-05 | global batch size: 256 | lm loss: 3.399798E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.180 | TFLOPs: 32.17 | 7: iteration 39400/ 60336 | consumed samples: 10086400 | consumed tokens: 20656947200 | elapsed time per iteration (s): 0.37 | learning rate: 6.927E-05 | global batch size: 256 | lm loss: 3.399014E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.398 | TFLOPs: 32.18 | 7: iteration 39410/ 60336 | consumed samples: 10088960 | consumed tokens: 20662190080 | elapsed time per iteration (s): 0.37 | learning rate: 6.922E-05 | global batch size: 256 | lm loss: 3.398183E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.336 | TFLOPs: 32.18 | 7: iteration 39420/ 60336 | consumed samples: 10091520 | consumed tokens: 20667432960 | elapsed time per iteration (s): 0.37 | learning rate: 6.918E-05 | global batch size: 256 | lm loss: 3.392863E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.378 | TFLOPs: 32.18 | 7: iteration 39430/ 60336 | consumed samples: 10094080 | consumed tokens: 20672675840 | elapsed time per iteration (s): 0.37 | learning rate: 6.914E-05 | global batch size: 256 | lm loss: 3.400099E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.228 | TFLOPs: 32.17 | 7: iteration 39440/ 60336 | consumed samples: 10096640 | consumed tokens: 20677918720 | elapsed time per iteration (s): 0.37 | learning rate: 6.910E-05 | global batch size: 256 | lm loss: 3.392848E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.326 | TFLOPs: 32.18 | 7: iteration 39450/ 60336 | consumed samples: 10099200 | consumed tokens: 20683161600 | elapsed time per iteration (s): 0.37 | learning rate: 6.905E-05 | global batch size: 256 | lm loss: 3.395171E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.465 | TFLOPs: 32.18 | 7: iteration 39460/ 60336 | consumed samples: 10101760 | consumed tokens: 20688404480 | elapsed time per iteration (s): 0.37 | learning rate: 6.901E-05 | global batch size: 256 | lm loss: 3.393271E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.345 | TFLOPs: 32.18 | 7: iteration 39470/ 60336 | consumed samples: 10104320 | consumed tokens: 20693647360 | elapsed time per iteration (s): 0.37 | learning rate: 6.897E-05 | global batch size: 256 | lm loss: 3.395518E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.184 | TFLOPs: 32.17 | 7: iteration 39480/ 60336 | consumed samples: 10106880 | consumed tokens: 20698890240 | elapsed time per iteration (s): 0.37 | learning rate: 6.893E-05 | global batch size: 256 | lm loss: 3.399605E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.549 | TFLOPs: 32.19 | 7: iteration 39490/ 60336 | consumed samples: 10109440 | consumed tokens: 20704133120 | elapsed time per iteration (s): 0.37 | learning rate: 6.889E-05 | global batch size: 256 | lm loss: 3.398715E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.186 | TFLOPs: 31.98 | 7: iteration 39500/ 60336 | consumed samples: 10112000 | consumed tokens: 20709376000 | elapsed time per iteration (s): 0.37 | learning rate: 6.884E-05 | global batch size: 256 | lm loss: 3.400016E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.067 | TFLOPs: 32.16 | 7: iteration 39510/ 60336 | consumed samples: 10114560 | consumed tokens: 20714618880 | elapsed time per iteration (s): 0.37 | learning rate: 6.880E-05 | global batch size: 256 | lm loss: 3.393904E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.919 | TFLOPs: 32.16 | 7: iteration 39520/ 60336 | consumed samples: 10117120 | consumed tokens: 20719861760 | elapsed time per iteration (s): 0.37 | learning rate: 6.876E-05 | global batch size: 256 | lm loss: 3.401256E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.695 | TFLOPs: 32.15 | 7: iteration 39530/ 60336 | consumed samples: 10119680 | consumed tokens: 20725104640 | elapsed time per iteration (s): 0.37 | learning rate: 6.872E-05 | global batch size: 256 | lm loss: 3.401269E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.045 | TFLOPs: 32.16 | 7: iteration 39540/ 60336 | consumed samples: 10122240 | consumed tokens: 20730347520 | elapsed time per iteration (s): 0.37 | learning rate: 6.868E-05 | global batch size: 256 | lm loss: 3.399393E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.550 | TFLOPs: 32.19 | 7: iteration 39550/ 60336 | consumed samples: 10124800 | consumed tokens: 20735590400 | elapsed time per iteration (s): 0.38 | learning rate: 6.863E-05 | global batch size: 256 | lm loss: 3.398363E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.136 | TFLOPs: 31.47 | 7: iteration 39560/ 60336 | consumed samples: 10127360 | consumed tokens: 20740833280 | elapsed time per iteration (s): 0.37 | learning rate: 6.859E-05 | global batch size: 256 | lm loss: 3.395833E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.617 | TFLOPs: 32.19 | 7: iteration 39570/ 60336 | consumed samples: 10129920 | consumed tokens: 20746076160 | elapsed time per iteration (s): 0.37 | learning rate: 6.855E-05 | global batch size: 256 | lm loss: 3.396573E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.562 | TFLOPs: 32.19 | 7: iteration 39580/ 60336 | consumed samples: 10132480 | consumed tokens: 20751319040 | elapsed time per iteration (s): 0.37 | learning rate: 6.851E-05 | global batch size: 256 | lm loss: 3.398076E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.329 | TFLOPs: 32.18 | 7: iteration 39590/ 60336 | consumed samples: 10135040 | consumed tokens: 20756561920 | elapsed time per iteration (s): 0.37 | learning rate: 6.847E-05 | global batch size: 256 | lm loss: 3.394950E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.435 | TFLOPs: 32.18 | 7: iteration 39600/ 60336 | consumed samples: 10137600 | consumed tokens: 20761804800 | elapsed time per iteration (s): 0.37 | learning rate: 6.842E-05 | global batch size: 256 | lm loss: 3.395872E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.698 | TFLOPs: 32.19 | 7: iteration 39610/ 60336 | consumed samples: 10140160 | consumed tokens: 20767047680 | elapsed time per iteration (s): 0.37 | learning rate: 6.838E-05 | global batch size: 256 | lm loss: 3.397598E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.880 | TFLOPs: 32.20 | 7: iteration 39620/ 60336 | consumed samples: 10142720 | consumed tokens: 20772290560 | elapsed time per iteration (s): 0.37 | learning rate: 6.834E-05 | global batch size: 256 | lm loss: 3.391112E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.268 | TFLOPs: 32.17 | 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learning rate: 6.688E-05 | global batch size: 256 | lm loss: 3.395464E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.300 | TFLOPs: 32.13 | 7: iteration 39980/ 60336 | consumed samples: 10234880 | consumed tokens: 20961034240 | elapsed time per iteration (s): 0.37 | learning rate: 6.684E-05 | global batch size: 256 | lm loss: 3.384077E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.312 | TFLOPs: 32.13 | 7: iteration 39990/ 60336 | consumed samples: 10237440 | consumed tokens: 20966277120 | elapsed time per iteration (s): 0.37 | learning rate: 6.680E-05 | global batch size: 256 | lm loss: 3.392040E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.294 | TFLOPs: 32.13 | 0: [2023-03-17 04:04:24,950] [INFO] [logging.py:68:log_dist] [Rank 0] step=40000, skipped=0, lr=[6.675400566957137e-05, 6.675400566957137e-05, 6.675400566957137e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 40000/ 60336 | consumed samples: 10240000 | consumed tokens: 20971520000 | elapsed time per iteration (s): 0.37 | learning rate: 6.675E-05 | global batch size: 256 | lm loss: 3.394750E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.728 | TFLOPs: 32.15 | 0: steps: 40000 loss: 3.4074 iter time (s): 0.370 samples/sec: 692.543 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 40000 | lm loss value: 3.952218E+00 | lm loss PPL: 5.205068E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 40000 to checkpoints_146m32b100mdedup 0: [2023-03-17 04:04:25,076] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step40000 is begin to save! 0: [2023-03-17 04:04:25,080] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step40000/layer_01-model_00-model_states.pt... 0: [2023-03-17 04:04:25,174] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step40000/layer_01-model_00-model_states.pt. 0: [2023-03-17 04:04:25,174] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step40000/layer_03-model_00-model_states.pt... 0: [2023-03-17 04:04:25,190] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step40000/layer_03-model_00-model_states.pt. 0: [2023-03-17 04:04:25,190] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step40000/layer_04-model_00-model_states.pt... 0: [2023-03-17 04:04:25,205] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-17 04:04:25,388] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 0: [2023-03-17 04:04:25,460] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt. 0: [2023-03-17 04:04:25,460] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt 0: [2023-03-17 04:04:25,460] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 0: [2023-03-17 04:04:25,461] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt. 0: [2023-03-17 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1: [2023-03-17 04:04:25,391] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 1: [2023-03-17 04:04:25,391] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-17 04:04:25,391] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 1: [2023-03-17 04:04:25,392] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt. 1: [2023-03-17 04:04:25,392] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-17 04:04:25,392] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready 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[Torch] Saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 0: [2023-03-17 04:04:25,466] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 3: [2023-03-17 04:04:25,556] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 3: [2023-03-17 04:04:25,556] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 3: [2023-03-17 04:04:25,556] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 1: [2023-03-17 04:04:25,395] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-17 04:04:25,395] [INFO] [engine.py:3213:_save_zero_checkpoint] 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checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt. 1: [2023-03-17 04:04:25,399] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 1: [2023-03-17 04:04:25,399] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 4: [2023-03-17 04:04:25,399] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 1: [2023-03-17 04:04:25,399] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 4: [2023-03-17 04:04:25,400] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-17 04:04:25,400] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 0: [2023-03-17 04:04:25,472] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt. 0: [2023-03-17 04:04:25,472] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 0: [2023-03-17 04:04:25,472] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 2: [2023-03-17 04:04:25,396] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 2: [2023-03-17 04:04:25,396] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 2: [2023-03-17 04:04:25,396] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero 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[Torch] Saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt. 2: [2023-03-17 04:04:25,401] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-17 04:04:25,401] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-17 04:04:25,401] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 2: [2023-03-17 04:04:25,401] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 04:04:25,401] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 2: [2023-03-17 04:04:25,401] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-17 04:04:25,401] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 2: [2023-03-17 04:04:25,401] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 2: [2023-03-17 04:04:25,401] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 5: [2023-03-17 04:04:25,402] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:04:25,459] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:04:25,459] [INFO] 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checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:04:25,459] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:04:25,459] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-17 04:04:25,459] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 6: [2023-03-17 04:04:25,459] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 6: [2023-03-17 04:04:25,459] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 1: [2023-03-17 04:04:25,402] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 6: [2023-03-17 04:04:25,459] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 1: [2023-03-17 04:04:25,402] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 6: [2023-03-17 04:04:25,459] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:04:25,459] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-17 04:04:25,459] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 6: [2023-03-17 04:04:25,459] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:04:25,459] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-17 04:04:25,459] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 0: [2023-03-17 04:04:25,475] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 04:04:25,475] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 5: [2023-03-17 04:04:25,402] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step40000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 3: [2023-03-17 04:04:25,568] [INFO] 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[INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step40000 is ready now! 0: successfully saved checkpoint at iteration 40000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 410.91 7: iteration 40010/ 60336 | consumed samples: 10242560 | consumed tokens: 20976762880 | elapsed time per iteration (s): 0.43 | learning rate: 6.671E-05 | global batch size: 256 | lm loss: 3.394241E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 601.900 | TFLOPs: 28.09 | 7: iteration 40020/ 60336 | consumed samples: 10245120 | consumed tokens: 20982005760 | elapsed time per iteration (s): 0.37 | learning rate: 6.667E-05 | global batch size: 256 | lm loss: 3.399298E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.027 | TFLOPs: 32.16 | 7: iteration 40030/ 60336 | consumed samples: 10247680 | consumed tokens: 20987248640 | elapsed time per iteration (s): 0.37 | learning rate: 6.663E-05 | global batch size: 256 | lm loss: 3.395731E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.778 | TFLOPs: 32.15 | 7: iteration 40040/ 60336 | consumed samples: 10250240 | consumed tokens: 20992491520 | elapsed time per iteration (s): 0.37 | learning rate: 6.659E-05 | global batch size: 256 | lm loss: 3.397382E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.764 | TFLOPs: 32.15 | 7: iteration 40050/ 60336 | consumed samples: 10252800 | consumed tokens: 20997734400 | elapsed time per iteration (s): 0.37 | learning rate: 6.655E-05 | global batch size: 256 | lm loss: 3.384896E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.601 | TFLOPs: 32.19 | 7: iteration 40060/ 60336 | consumed samples: 10255360 | consumed tokens: 21002977280 | elapsed time per iteration (s): 0.37 | learning rate: 6.651E-05 | global batch size: 256 | lm loss: 3.400120E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.109 | TFLOPs: 32.17 | 7: iteration 40070/ 60336 | consumed samples: 10257920 | consumed tokens: 21008220160 | elapsed time per iteration (s): 0.38 | learning rate: 6.646E-05 | global batch size: 256 | lm loss: 3.394328E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.620 | TFLOPs: 31.86 | 7: iteration 40080/ 60336 | consumed samples: 10260480 | consumed tokens: 21013463040 | elapsed time per iteration (s): 0.37 | learning rate: 6.642E-05 | global batch size: 256 | lm loss: 3.395671E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.341 | TFLOPs: 32.18 | 7: iteration 40090/ 60336 | consumed samples: 10263040 | consumed tokens: 21018705920 | elapsed time per iteration (s): 0.37 | learning rate: 6.638E-05 | global batch size: 256 | lm loss: 3.391311E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.777 | TFLOPs: 32.15 | 7: iteration 40100/ 60336 | consumed samples: 10265600 | consumed tokens: 21023948800 | elapsed time per iteration (s): 0.37 | learning rate: 6.634E-05 | global batch size: 256 | lm loss: 3.391781E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.042 | TFLOPs: 32.16 | 7: iteration 40110/ 60336 | consumed samples: 10268160 | consumed tokens: 21029191680 | elapsed time per iteration (s): 0.37 | learning rate: 6.630E-05 | global batch size: 256 | lm loss: 3.389271E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.084 | TFLOPs: 31.98 | 7: iteration 40120/ 60336 | consumed samples: 10270720 | consumed tokens: 21034434560 | elapsed time per iteration (s): 0.37 | learning rate: 6.626E-05 | global batch size: 256 | lm loss: 3.397658E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.977 | TFLOPs: 32.16 | 7: iteration 40130/ 60336 | consumed samples: 10273280 | consumed tokens: 21039677440 | elapsed time per iteration (s): 0.37 | learning rate: 6.622E-05 | global batch size: 256 | lm loss: 3.400767E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.872 | TFLOPs: 32.15 | 7: iteration 40140/ 60336 | consumed samples: 10275840 | consumed tokens: 21044920320 | elapsed time per iteration (s): 0.37 | learning rate: 6.617E-05 | global batch size: 256 | lm loss: 3.387761E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.567 | TFLOPs: 32.19 | 7: iteration 40150/ 60336 | consumed samples: 10278400 | consumed tokens: 21050163200 | elapsed time per iteration (s): 0.37 | learning rate: 6.613E-05 | global batch size: 256 | lm loss: 3.394851E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.802 | TFLOPs: 32.15 | 7: iteration 40160/ 60336 | consumed samples: 10280960 | consumed tokens: 21055406080 | elapsed time per iteration (s): 0.37 | learning rate: 6.609E-05 | global batch size: 256 | lm loss: 3.389349E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.931 | TFLOPs: 32.16 | 7: iteration 40170/ 60336 | consumed samples: 10283520 | consumed tokens: 21060648960 | elapsed time per iteration (s): 0.37 | learning rate: 6.605E-05 | global batch size: 256 | lm loss: 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6.593E-05 | global batch size: 256 | lm loss: 3.393026E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.081 | TFLOPs: 32.16 | 7: iteration 40210/ 60336 | consumed samples: 10293760 | consumed tokens: 21081620480 | elapsed time per iteration (s): 0.37 | learning rate: 6.588E-05 | global batch size: 256 | lm loss: 3.394515E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.915 | TFLOPs: 32.16 | 7: iteration 40220/ 60336 | consumed samples: 10296320 | consumed tokens: 21086863360 | elapsed time per iteration (s): 0.37 | learning rate: 6.584E-05 | global batch size: 256 | lm loss: 3.395217E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.103 | TFLOPs: 32.16 | 7: iteration 40230/ 60336 | consumed samples: 10298880 | consumed tokens: 21092106240 | elapsed time per iteration (s): 0.37 | learning rate: 6.580E-05 | global batch size: 256 | lm loss: 3.388502E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.852 | TFLOPs: 32.15 | 7: iteration 40240/ 60336 | consumed samples: 10301440 | consumed tokens: 21097349120 | elapsed time per iteration (s): 0.37 | learning rate: 6.576E-05 | global batch size: 256 | lm loss: 3.391686E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.714 | TFLOPs: 32.15 | 7: iteration 40250/ 60336 | consumed samples: 10304000 | consumed tokens: 21102592000 | elapsed time per iteration (s): 0.37 | learning rate: 6.572E-05 | global batch size: 256 | lm loss: 3.393128E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.296 | TFLOPs: 32.17 | 7: iteration 40260/ 60336 | consumed samples: 10306560 | consumed tokens: 21107834880 | elapsed time per iteration (s): 0.37 | learning rate: 6.568E-05 | global batch size: 256 | lm loss: 3.403730E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.398 | TFLOPs: 32.13 | 7: iteration 40270/ 60336 | consumed samples: 10309120 | consumed tokens: 21113077760 | elapsed time per iteration (s): 0.37 | learning rate: 6.564E-05 | global batch size: 256 | lm loss: 3.402845E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.614 | TFLOPs: 32.14 | 7: iteration 40280/ 60336 | consumed samples: 10311680 | consumed tokens: 21118320640 | elapsed time per iteration (s): 0.37 | learning rate: 6.560E-05 | global batch size: 256 | lm loss: 3.394648E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.684 | TFLOPs: 32.15 | 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samples per second: 685.160 | TFLOPs: 31.98 | 7: iteration 40320/ 60336 | consumed samples: 10321920 | consumed tokens: 21139292160 | elapsed time per iteration (s): 0.37 | learning rate: 6.543E-05 | global batch size: 256 | lm loss: 3.393671E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.836 | TFLOPs: 32.15 | 7: iteration 40330/ 60336 | consumed samples: 10324480 | consumed tokens: 21144535040 | elapsed time per iteration (s): 0.37 | learning rate: 6.539E-05 | global batch size: 256 | lm loss: 3.397570E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.654 | TFLOPs: 32.19 | 7: iteration 40340/ 60336 | consumed samples: 10327040 | consumed tokens: 21149777920 | elapsed time per iteration (s): 0.37 | learning rate: 6.535E-05 | global batch size: 256 | lm loss: 3.395303E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped 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norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.830 | TFLOPs: 32.01 | 7: iteration 40380/ 60336 | consumed samples: 10337280 | consumed tokens: 21170749440 | elapsed time per iteration (s): 0.37 | learning rate: 6.519E-05 | global batch size: 256 | lm loss: 3.392866E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.449 | TFLOPs: 32.18 | 7: iteration 40390/ 60336 | consumed samples: 10339840 | consumed tokens: 21175992320 | elapsed time per iteration (s): 0.37 | learning rate: 6.514E-05 | global batch size: 256 | lm loss: 3.390288E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.562 | TFLOPs: 32.19 | 7: iteration 40400/ 60336 | consumed samples: 10342400 | consumed tokens: 21181235200 | elapsed time per iteration (s): 0.37 | learning rate: 6.510E-05 | global batch size: 256 | lm loss: 3.396136E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.419 | TFLOPs: 32.18 | 7: iteration 40410/ 60336 | consumed samples: 10344960 | consumed tokens: 21186478080 | elapsed time per iteration (s): 0.37 | learning rate: 6.506E-05 | global batch size: 256 | lm loss: 3.389116E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.802 | TFLOPs: 32.20 | 7: iteration 40420/ 60336 | consumed samples: 10347520 | consumed tokens: 21191720960 | elapsed time per iteration (s): 0.37 | learning rate: 6.502E-05 | global batch size: 256 | lm loss: 3.395251E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.803 | TFLOPs: 32.20 | 7: iteration 40430/ 60336 | consumed samples: 10350080 | consumed tokens: 21196963840 | elapsed time per iteration 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60336 | consumed samples: 10365440 | consumed tokens: 21228421120 | elapsed time per iteration (s): 0.37 | learning rate: 6.473E-05 | global batch size: 256 | lm loss: 3.399713E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.072 | TFLOPs: 32.16 | 7: iteration 40500/ 60336 | consumed samples: 10368000 | consumed tokens: 21233664000 | elapsed time per iteration (s): 0.37 | learning rate: 6.469E-05 | global batch size: 256 | lm loss: 3.398250E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.271 | TFLOPs: 32.17 | 7: iteration 40510/ 60336 | consumed samples: 10370560 | consumed tokens: 21238906880 | elapsed time per iteration (s): 0.37 | learning rate: 6.465E-05 | global batch size: 256 | lm loss: 3.395408E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.370 | TFLOPs: 32.18 | 7: iteration 40520/ 60336 | consumed samples: 10373120 | consumed tokens: 21244149760 | elapsed time per iteration (s): 0.37 | learning rate: 6.461E-05 | global batch size: 256 | lm loss: 3.390234E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.939 | TFLOPs: 32.16 | 7: iteration 40530/ 60336 | consumed samples: 10375680 | consumed tokens: 21249392640 | elapsed time per iteration (s): 0.37 | learning rate: 6.457E-05 | global batch size: 256 | lm loss: 3.393093E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.179 | TFLOPs: 32.17 | 7: iteration 40540/ 60336 | consumed samples: 10378240 | consumed tokens: 21254635520 | elapsed time per iteration (s): 0.37 | learning rate: 6.453E-05 | global batch size: 256 | lm loss: 3.393558E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.204 | TFLOPs: 32.17 | 7: iteration 40550/ 60336 | consumed samples: 10380800 | consumed tokens: 21259878400 | elapsed time per iteration (s): 0.38 | learning rate: 6.449E-05 | global batch size: 256 | lm loss: 3.397881E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 673.636 | TFLOPs: 31.44 | 7: iteration 40560/ 60336 | consumed samples: 10383360 | consumed tokens: 21265121280 | elapsed time per iteration (s): 0.37 | learning rate: 6.445E-05 | global batch size: 256 | lm loss: 3.394286E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.398 | TFLOPs: 32.18 | 7: iteration 40570/ 60336 | consumed samples: 10385920 | consumed tokens: 21270364160 | elapsed time per iteration (s): 0.37 | learning rate: 6.441E-05 | global batch size: 256 | lm loss: 3.392339E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.623 | TFLOPs: 32.19 | 7: iteration 40580/ 60336 | consumed samples: 10388480 | consumed tokens: 21275607040 | elapsed time per iteration (s): 0.37 | learning rate: 6.437E-05 | global batch size: 256 | lm loss: 3.391594E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.370 | TFLOPs: 31.90 | 7: iteration 40590/ 60336 | consumed samples: 10391040 | consumed tokens: 21280849920 | elapsed time per iteration (s): 0.37 | learning rate: 6.433E-05 | global batch size: 256 | lm loss: 3.397517E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.683 | TFLOPs: 32.15 | 7: iteration 40600/ 60336 | consumed samples: 10393600 | consumed tokens: 21286092800 | elapsed time per iteration (s): 0.37 | learning rate: 6.429E-05 | global batch size: 256 | lm loss: 3.399604E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.088 | TFLOPs: 31.98 | 7: iteration 40610/ 60336 | consumed samples: 10396160 | consumed tokens: 21291335680 | elapsed time per iteration (s): 0.37 | learning rate: 6.424E-05 | global batch size: 256 | lm loss: 3.394583E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.341 | TFLOPs: 32.18 | 7: iteration 40620/ 60336 | consumed samples: 10398720 | consumed tokens: 21296578560 | elapsed time per iteration (s): 0.37 | learning rate: 6.420E-05 | global batch size: 256 | lm loss: 3.389410E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.269 | TFLOPs: 32.17 | 7: iteration 40630/ 60336 | consumed samples: 10401280 | consumed tokens: 21301821440 | elapsed time per iteration (s): 0.37 | learning rate: 6.416E-05 | global batch size: 256 | lm loss: 3.393024E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.632 | TFLOPs: 32.19 | 7: iteration 40640/ 60336 | consumed samples: 10403840 | consumed tokens: 21307064320 | elapsed time per iteration (s): 0.37 | learning rate: 6.412E-05 | global batch size: 256 | lm loss: 3.387170E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.548 | TFLOPs: 32.19 | 7: iteration 40650/ 60336 | consumed samples: 10406400 | consumed tokens: 21312307200 | elapsed time per iteration (s): 0.37 | learning rate: 6.408E-05 | global batch size: 256 | lm loss: 3.391921E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.849 | TFLOPs: 32.20 | 7: iteration 40660/ 60336 | consumed samples: 10408960 | consumed tokens: 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consumed samples: 10416640 | consumed tokens: 21333278720 | elapsed time per iteration (s): 0.37 | learning rate: 6.392E-05 | global batch size: 256 | lm loss: 3.393744E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.782 | TFLOPs: 32.20 | 7: iteration 40700/ 60336 | consumed samples: 10419200 | consumed tokens: 21338521600 | elapsed time per iteration (s): 0.37 | learning rate: 6.388E-05 | global batch size: 256 | lm loss: 3.391334E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.185 | TFLOPs: 32.17 | 7: iteration 40710/ 60336 | consumed samples: 10421760 | consumed tokens: 21343764480 | elapsed time per iteration (s): 0.37 | learning rate: 6.384E-05 | global batch size: 256 | lm loss: 3.398680E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.376 | TFLOPs: 32.18 | 7: iteration 40720/ 60336 | consumed samples: 10424320 | consumed tokens: 21349007360 | elapsed time per iteration (s): 0.37 | learning rate: 6.380E-05 | global batch size: 256 | lm loss: 3.387761E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.380 | TFLOPs: 32.18 | 7: iteration 40730/ 60336 | consumed samples: 10426880 | consumed tokens: 21354250240 | elapsed time per iteration (s): 0.37 | learning rate: 6.376E-05 | global batch size: 256 | lm loss: 3.403080E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.578 | TFLOPs: 32.19 | 7: iteration 40740/ 60336 | consumed samples: 10429440 | consumed tokens: 21359493120 | elapsed time per iteration (s): 0.37 | learning rate: 6.372E-05 | global batch size: 256 | lm loss: 3.401925E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.044 | TFLOPs: 32.21 | 7: iteration 40750/ 60336 | consumed samples: 10432000 | consumed tokens: 21364736000 | elapsed time per iteration (s): 0.37 | learning rate: 6.368E-05 | global batch size: 256 | lm loss: 3.392431E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.856 | TFLOPs: 32.20 | 7: iteration 40760/ 60336 | consumed samples: 10434560 | consumed tokens: 21369978880 | elapsed time per iteration (s): 0.37 | learning rate: 6.363E-05 | global batch size: 256 | lm loss: 3.394853E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.075 | TFLOPs: 32.21 | 7: iteration 40770/ 60336 | consumed samples: 10437120 | consumed tokens: 21375221760 | elapsed time per iteration (s): 0.37 | learning rate: 6.359E-05 | global batch size: 256 | lm loss: 3.394373E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.243 | TFLOPs: 32.22 | 7: iteration 40780/ 60336 | consumed samples: 10439680 | consumed tokens: 21380464640 | elapsed time per iteration (s): 0.37 | learning rate: 6.355E-05 | global batch size: 256 | lm loss: 3.394252E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.784 | TFLOPs: 32.20 | 7: iteration 40790/ 60336 | consumed samples: 10442240 | consumed tokens: 21385707520 | elapsed time per iteration (s): 0.37 | learning rate: 6.351E-05 | global batch size: 256 | lm loss: 3.384043E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.489 | TFLOPs: 32.00 | 7: iteration 40800/ 60336 | consumed samples: 10444800 | consumed tokens: 21390950400 | elapsed time per iteration (s): 0.37 | learning rate: 6.347E-05 | global batch size: 256 | lm loss: 3.384429E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.829 | TFLOPs: 32.01 | 7: iteration 40810/ 60336 | consumed samples: 10447360 | consumed tokens: 21396193280 | elapsed time per iteration (s): 0.37 | learning rate: 6.343E-05 | global batch size: 256 | lm loss: 3.396610E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.052 | TFLOPs: 32.21 | 7: iteration 40820/ 60336 | consumed samples: 10449920 | consumed tokens: 21401436160 | elapsed time per iteration (s): 0.37 | learning rate: 6.339E-05 | global batch size: 256 | lm loss: 3.393104E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.749 | TFLOPs: 32.01 | 7: iteration 40830/ 60336 | consumed samples: 10452480 | consumed tokens: 21406679040 | elapsed time per iteration (s): 0.37 | learning rate: 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time per iteration (s): 0.37 | learning rate: 6.323E-05 | global batch size: 256 | lm loss: 3.391676E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.859 | TFLOPs: 32.20 | 7: iteration 40870/ 60336 | consumed samples: 10462720 | consumed tokens: 21427650560 | elapsed time per iteration (s): 0.37 | learning rate: 6.319E-05 | global batch size: 256 | lm loss: 3.388652E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.936 | TFLOPs: 32.20 | 7: iteration 40880/ 60336 | consumed samples: 10465280 | consumed tokens: 21432893440 | elapsed time per iteration (s): 0.37 | learning rate: 6.315E-05 | global batch size: 256 | lm loss: 3.393167E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.448 | TFLOPs: 32.23 | 7: iteration 40890/ 60336 | consumed samples: 10467840 | consumed tokens: 21438136320 | elapsed time per iteration (s): 0.37 | learning rate: 6.311E-05 | global batch size: 256 | lm loss: 3.395042E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.799 | TFLOPs: 32.20 | 7: iteration 40900/ 60336 | consumed samples: 10470400 | consumed tokens: 21443379200 | elapsed time per iteration (s): 0.37 | learning rate: 6.307E-05 | global batch size: 256 | lm loss: 3.395816E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.018 | TFLOPs: 32.21 | 7: iteration 40910/ 60336 | consumed samples: 10472960 | consumed tokens: 21448622080 | elapsed time per iteration (s): 0.37 | learning rate: 6.303E-05 | global batch size: 256 | lm loss: 3.395313E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.759 | TFLOPs: 32.20 | 7: iteration 40920/ 60336 | consumed samples: 10475520 | consumed tokens: 21453864960 | elapsed time per iteration (s): 0.37 | learning rate: 6.299E-05 | global batch size: 256 | lm loss: 3.391653E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.286 | TFLOPs: 32.22 | 7: iteration 40930/ 60336 | consumed samples: 10478080 | consumed tokens: 21459107840 | elapsed time per iteration (s): 0.37 | learning rate: 6.295E-05 | global batch size: 256 | lm loss: 3.391542E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.075 | TFLOPs: 32.21 | 7: iteration 40940/ 60336 | consumed samples: 10480640 | consumed tokens: 21464350720 | elapsed time per iteration (s): 0.37 | learning rate: 6.291E-05 | global batch size: 256 | lm loss: 3.391693E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.199 | TFLOPs: 32.22 | 7: iteration 40950/ 60336 | consumed samples: 10483200 | consumed tokens: 21469593600 | elapsed time per iteration (s): 0.37 | learning rate: 6.287E-05 | global batch size: 256 | lm loss: 3.395230E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.941 | TFLOPs: 32.20 | 7: iteration 40960/ 60336 | consumed samples: 10485760 | consumed tokens: 21474836480 | elapsed time per iteration (s): 0.37 | learning rate: 6.283E-05 | global batch size: 256 | lm loss: 3.396061E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.952 | TFLOPs: 32.02 | 7: iteration 40970/ 60336 | consumed samples: 10488320 | consumed tokens: 21480079360 | elapsed time per iteration (s): 0.37 | learning rate: 6.279E-05 | global batch size: 256 | lm loss: 3.395055E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.047 | TFLOPs: 32.21 | 7: iteration 40980/ 60336 | consumed samples: 10490880 | consumed tokens: 21485322240 | elapsed time per iteration (s): 0.37 | learning rate: 6.275E-05 | global batch size: 256 | lm loss: 3.397865E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.853 | TFLOPs: 32.11 | 7: iteration 40990/ 60336 | consumed samples: 10493440 | consumed tokens: 21490565120 | elapsed time per iteration (s): 0.37 | learning rate: 6.270E-05 | global batch size: 256 | lm loss: 3.387191E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.161 | TFLOPs: 32.21 | 7: iteration 41000/ 60336 | consumed samples: 10496000 | consumed tokens: 21495808000 | elapsed time per iteration (s): 0.37 | learning rate: 6.266E-05 | global batch size: 256 | lm loss: 3.391319E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.352 | TFLOPs: 32.22 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 41000 | lm loss value: 3.920081E+00 | lm loss PPL: 5.040452E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 41000 to checkpoints_146m32b100mdedup 0: [2023-03-17 04:10:37,292] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step41000 is begin to save! 0: [2023-03-17 04:10:37,297] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step41000/layer_01-model_00-model_states.pt... 0: [2023-03-17 04:10:37,389] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step41000/layer_01-model_00-model_states.pt. 0: [2023-03-17 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[2023-03-17 04:10:37,619] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step41000 is ready now! 2: [2023-03-17 04:10:37,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step41000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt. 2: [2023-03-17 04:10:37,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step41000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-17 04:10:37,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step41000 is ready now! 2: [2023-03-17 04:10:37,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step41000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt. 2: [2023-03-17 04:10:37,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step41000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-17 04:10:37,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step41000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 04:10:37,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step41000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-17 04:10:37,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step41000 is ready now! 2: [2023-03-17 04:10:37,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step41000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt. 2: [2023-03-17 04:10:37,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step41000 is ready now! 2: [2023-03-17 04:10:37,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step41000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-17 04:10:37,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step41000 is ready now! 2: [2023-03-17 04:10:37,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step41000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-17 04:10:37,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step41000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt. 2: [2023-03-17 04:10:37,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step41000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 2: [2023-03-17 04:10:37,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step41000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 2: [2023-03-17 04:10:37,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step41000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-17 04:10:37,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step41000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 2: [2023-03-17 04:10:37,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step41000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-17 04:10:37,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step41000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 04:10:37,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step41000 is ready now! 2: [2023-03-17 04:10:37,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step41000 is ready now! 2: [2023-03-17 04:10:37,627] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step41000 is ready now! 2: [2023-03-17 04:10:37,627] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step41000 is ready now! 0: [2023-03-17 04:10:37,702] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step41000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 04:10:37,702] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step41000 is ready now! 0: successfully saved checkpoint at iteration 41000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 430.63 7: iteration 41010/ 60336 | consumed samples: 10498560 | consumed tokens: 21501050880 | elapsed time per iteration (s): 0.42 | learning rate: 6.262E-05 | global batch size: 256 | lm loss: 3.393066E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 604.016 | TFLOPs: 28.19 | 7: iteration 41020/ 60336 | consumed samples: 10501120 | consumed tokens: 21506293760 | elapsed time per iteration (s): 0.37 | learning rate: 6.258E-05 | global batch size: 256 | lm loss: 3.393423E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.195 | TFLOPs: 32.22 | 7: iteration 41030/ 60336 | consumed samples: 10503680 | consumed tokens: 21511536640 | elapsed time per iteration (s): 0.37 | learning rate: 6.254E-05 | global batch size: 256 | lm loss: 3.392653E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.862 | TFLOPs: 32.20 | 7: iteration 41040/ 60336 | consumed samples: 10506240 | consumed tokens: 21516779520 | elapsed time per iteration (s): 0.38 | learning rate: 6.250E-05 | global batch size: 256 | lm loss: 3.396652E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.199 | TFLOPs: 31.75 | 7: iteration 41050/ 60336 | consumed samples: 10508800 | consumed tokens: 21522022400 | elapsed time per iteration (s): 0.37 | learning rate: 6.246E-05 | global batch size: 256 | lm loss: 3.392208E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.643 | TFLOPs: 32.24 | 7: iteration 41060/ 60336 | consumed samples: 10511360 | consumed tokens: 21527265280 | elapsed time per iteration (s): 0.37 | learning rate: 6.242E-05 | global batch size: 256 | lm loss: 3.400038E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.377 | TFLOPs: 32.22 | 7: iteration 41070/ 60336 | consumed samples: 10513920 | consumed tokens: 21532508160 | elapsed time per iteration (s): 0.37 | learning rate: 6.238E-05 | global batch size: 256 | lm loss: 3.394108E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.415 | TFLOPs: 32.23 | 7: iteration 41080/ 60336 | consumed samples: 10516480 | consumed tokens: 21537751040 | elapsed time per iteration (s): 0.37 | learning rate: 6.234E-05 | global batch size: 256 | lm loss: 3.390527E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.502 | TFLOPs: 32.23 | 7: iteration 41090/ 60336 | consumed samples: 10519040 | consumed tokens: 21542993920 | elapsed time per iteration (s): 0.37 | learning rate: 6.230E-05 | global batch size: 256 | lm loss: 3.392044E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.726 | TFLOPs: 32.15 | 7: iteration 41100/ 60336 | consumed samples: 10521600 | consumed tokens: 21548236800 | elapsed time per iteration (s): 0.37 | learning rate: 6.226E-05 | global batch size: 256 | lm loss: 3.385664E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.578 | TFLOPs: 32.23 | 7: iteration 41110/ 60336 | consumed samples: 10524160 | consumed tokens: 21553479680 | elapsed time per iteration (s): 0.37 | learning rate: 6.222E-05 | global batch size: 256 | lm loss: 3.396251E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.663 | TFLOPs: 32.14 | 7: iteration 41120/ 60336 | consumed samples: 10526720 | consumed tokens: 21558722560 | elapsed time per iteration (s): 0.37 | learning rate: 6.218E-05 | global batch size: 256 | lm loss: 3.383892E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.481 | TFLOPs: 32.23 | 7: iteration 41130/ 60336 | consumed samples: 10529280 | consumed tokens: 21563965440 | elapsed time per iteration (s): 0.37 | learning rate: 6.214E-05 | global batch size: 256 | lm loss: 3.394560E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.437 | TFLOPs: 32.23 | 7: iteration 41140/ 60336 | consumed samples: 10531840 | consumed tokens: 21569208320 | elapsed time per iteration (s): 0.37 | learning rate: 6.210E-05 | global batch size: 256 | lm loss: 3.390007E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.943 | TFLOPs: 32.20 | 7: iteration 41150/ 60336 | consumed samples: 10534400 | consumed tokens: 21574451200 | elapsed time per iteration (s): 0.37 | learning rate: 6.206E-05 | global batch size: 256 | lm loss: 3.384489E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.595 | TFLOPs: 32.23 | 7: iteration 41160/ 60336 | consumed samples: 10536960 | consumed tokens: 21579694080 | elapsed time per iteration (s): 0.38 | learning rate: 6.202E-05 | global batch size: 256 | lm loss: 3.395920E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.697 | TFLOPs: 31.77 | 7: iteration 41170/ 60336 | consumed samples: 10539520 | consumed tokens: 21584936960 | elapsed time per iteration (s): 0.37 | learning rate: 6.198E-05 | global batch size: 256 | lm loss: 3.387533E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.326 | TFLOPs: 32.04 | 7: iteration 41180/ 60336 | consumed samples: 10542080 | consumed tokens: 21590179840 | elapsed time per iteration (s): 0.37 | learning rate: 6.194E-05 | global batch size: 256 | lm loss: 3.393511E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.274 | TFLOPs: 32.22 | 7: iteration 41190/ 60336 | consumed samples: 10544640 | consumed tokens: 21595422720 | elapsed time per iteration (s): 0.37 | learning rate: 6.190E-05 | global batch size: 256 | lm loss: 3.391201E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.293 | TFLOPs: 32.22 | 7: iteration 41200/ 60336 | consumed samples: 10547200 | consumed tokens: 21600665600 | elapsed time per iteration (s): 0.37 | learning rate: 6.186E-05 | global batch size: 256 | lm loss: 3.391707E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.393 | TFLOPs: 32.22 | 7: iteration 41210/ 60336 | consumed samples: 10549760 | consumed tokens: 21605908480 | elapsed time per iteration (s): 0.37 | learning rate: 6.182E-05 | global batch size: 256 | lm loss: 3.393090E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.150 | TFLOPs: 32.21 | 7: iteration 41220/ 60336 | consumed samples: 10552320 | consumed tokens: 21611151360 | elapsed time per iteration (s): 0.37 | learning rate: 6.178E-05 | global batch size: 256 | lm loss: 3.390157E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.493 | TFLOPs: 32.23 | 7: iteration 41230/ 60336 | consumed samples: 10554880 | consumed tokens: 21616394240 | elapsed time per iteration (s): 0.37 | learning rate: 6.174E-05 | global batch size: 256 | lm loss: 3.391166E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.207 | TFLOPs: 32.22 | 7: iteration 41240/ 60336 | consumed samples: 10557440 | consumed tokens: 21621637120 | elapsed time per iteration (s): 0.37 | learning rate: 6.170E-05 | global batch size: 256 | lm loss: 3.385572E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.190 | TFLOPs: 32.08 | 7: iteration 41250/ 60336 | consumed samples: 10560000 | consumed tokens: 21626880000 | elapsed time per iteration (s): 0.37 | learning rate: 6.166E-05 | global batch size: 256 | lm loss: 3.392318E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.089 | TFLOPs: 32.21 | 7: iteration 41260/ 60336 | consumed samples: 10562560 | consumed tokens: 21632122880 | elapsed time per iteration (s): 0.37 | learning rate: 6.162E-05 | global batch size: 256 | lm loss: 3.391486E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.970 | TFLOPs: 32.21 | 7: iteration 41270/ 60336 | consumed samples: 10565120 | consumed tokens: 21637365760 | elapsed time per iteration (s): 0.37 | learning rate: 6.158E-05 | global batch size: 256 | lm loss: 3.390826E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.502 | TFLOPs: 32.23 | 7: iteration 41280/ 60336 | consumed samples: 10567680 | consumed tokens: 21642608640 | elapsed time per iteration (s): 0.37 | learning rate: 6.154E-05 | global batch size: 256 | lm loss: 3.399314E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.444 | TFLOPs: 32.23 | 7: iteration 41290/ 60336 | consumed samples: 10570240 | consumed tokens: 21647851520 | elapsed time per iteration (s): 0.37 | learning rate: 6.150E-05 | global batch size: 256 | lm loss: 3.399466E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.238 | TFLOPs: 32.22 | 7: iteration 41300/ 60336 | consumed samples: 10572800 | consumed tokens: 21653094400 | elapsed time per iteration (s): 0.37 | learning rate: 6.146E-05 | global batch size: 256 | lm loss: 3.394129E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.052 | TFLOPs: 32.21 | 7: iteration 41310/ 60336 | consumed samples: 10575360 | consumed tokens: 21658337280 | elapsed time per iteration (s): 0.37 | learning rate: 6.142E-05 | global batch size: 256 | lm loss: 3.389590E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.985 | TFLOPs: 32.21 | 7: iteration 41320/ 60336 | consumed samples: 10577920 | consumed tokens: 21663580160 | elapsed time per iteration (s): 0.37 | learning rate: 6.138E-05 | global batch size: 256 | lm loss: 3.390602E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.220 | TFLOPs: 32.22 | 7: iteration 41330/ 60336 | consumed samples: 10580480 | consumed tokens: 21668823040 | elapsed time per iteration (s): 0.37 | learning rate: 6.134E-05 | global batch size: 256 | lm loss: 3.393847E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.348 | TFLOPs: 32.22 | 7: iteration 41340/ 60336 | consumed samples: 10583040 | consumed tokens: 21674065920 | elapsed time per iteration (s): 0.37 | learning rate: 6.130E-05 | global batch size: 256 | lm loss: 3.389738E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.178 | TFLOPs: 32.21 | 7: iteration 41350/ 60336 | consumed samples: 10585600 | consumed tokens: 21679308800 | elapsed time per iteration (s): 0.37 | learning rate: 6.126E-05 | global batch size: 256 | lm loss: 3.397319E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.510 | TFLOPs: 32.23 | 7: iteration 41360/ 60336 | consumed samples: 10588160 | consumed tokens: 21684551680 | elapsed time per iteration (s): 0.37 | learning rate: 6.122E-05 | global batch size: 256 | lm loss: 3.389534E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.474 | TFLOPs: 32.23 | 7: iteration 41370/ 60336 | consumed samples: 10590720 | consumed tokens: 21689794560 | elapsed time per iteration (s): 0.37 | learning rate: 6.118E-05 | global batch size: 256 | lm loss: 3.393970E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.436 | TFLOPs: 32.23 | 7: iteration 41380/ 60336 | consumed samples: 10593280 | consumed tokens: 21695037440 | elapsed time per iteration (s): 0.37 | learning rate: 6.114E-05 | global batch size: 256 | lm loss: 3.390541E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.393 | TFLOPs: 32.23 | 7: iteration 41390/ 60336 | consumed samples: 10595840 | consumed tokens: 21700280320 | elapsed time per iteration (s): 0.37 | learning rate: 6.110E-05 | global batch size: 256 | lm loss: 3.386091E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.417 | TFLOPs: 32.23 | 7: iteration 41400/ 60336 | consumed samples: 10598400 | consumed tokens: 21705523200 | elapsed time per iteration (s): 0.37 | learning rate: 6.106E-05 | global batch size: 256 | lm loss: 3.387677E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.418 | TFLOPs: 32.23 | 7: iteration 41410/ 60336 | consumed samples: 10600960 | consumed tokens: 21710766080 | elapsed time per iteration (s): 0.37 | learning rate: 6.103E-05 | global batch size: 256 | lm loss: 3.390682E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.378 | TFLOPs: 32.22 | 7: iteration 41420/ 60336 | consumed samples: 10603520 | consumed tokens: 21716008960 | elapsed time per iteration (s): 0.37 | learning rate: 6.099E-05 | global batch size: 256 | lm loss: 3.399759E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.724 | TFLOPs: 32.19 | 7: iteration 41430/ 60336 | consumed samples: 10606080 | consumed tokens: 21721251840 | elapsed time per iteration (s): 0.37 | learning rate: 6.095E-05 | global batch size: 256 | lm loss: 3.391436E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.642 | TFLOPs: 32.19 | 7: iteration 41440/ 60336 | consumed samples: 10608640 | consumed tokens: 21726494720 | elapsed time per iteration (s): 0.37 | learning rate: 6.091E-05 | global batch size: 256 | lm loss: 3.393786E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.803 | TFLOPs: 32.20 | 7: iteration 41450/ 60336 | consumed samples: 10611200 | consumed tokens: 21731737600 | elapsed time per iteration (s): 0.37 | learning rate: 6.087E-05 | global batch size: 256 | lm loss: 3.393819E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.737 | TFLOPs: 32.19 | 7: iteration 41460/ 60336 | consumed samples: 10613760 | consumed tokens: 21736980480 | elapsed time per iteration (s): 0.37 | learning rate: 6.083E-05 | global batch size: 256 | lm loss: 3.387642E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.500 | TFLOPs: 32.18 | 7: iteration 41470/ 60336 | consumed samples: 10616320 | consumed tokens: 21742223360 | elapsed time per iteration (s): 0.37 | learning rate: 6.079E-05 | global batch size: 256 | lm loss: 3.396035E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.815 | TFLOPs: 32.20 | 7: iteration 41480/ 60336 | consumed samples: 10618880 | consumed tokens: 21747466240 | elapsed time per iteration (s): 0.37 | learning rate: 6.075E-05 | global batch size: 256 | lm loss: 3.390319E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.791 | TFLOPs: 32.20 | 7: iteration 41490/ 60336 | consumed samples: 10621440 | consumed tokens: 21752709120 | elapsed time per iteration (s): 0.37 | learning rate: 6.071E-05 | global batch size: 256 | lm loss: 3.384212E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.953 | TFLOPs: 32.20 | 7: iteration 41500/ 60336 | consumed samples: 10624000 | consumed tokens: 21757952000 | elapsed time per iteration (s): 0.37 | learning rate: 6.067E-05 | global batch size: 256 | lm loss: 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(s): 0.39 | learning rate: 5.964E-05 | global batch size: 256 | lm loss: 3.390812E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 659.450 | TFLOPs: 30.78 | 7: iteration 41770/ 60336 | consumed samples: 10693120 | consumed tokens: 21899509760 | elapsed time per iteration (s): 0.38 | learning rate: 5.960E-05 | global batch size: 256 | lm loss: 3.389009E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 665.680 | TFLOPs: 31.07 | 7: iteration 41780/ 60336 | consumed samples: 10695680 | consumed tokens: 21904752640 | elapsed time per iteration (s): 0.38 | learning rate: 5.957E-05 | global batch size: 256 | lm loss: 3.391794E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 668.707 | TFLOPs: 31.21 | 7: iteration 41790/ 60336 | consumed samples: 10698240 | consumed 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60336 | consumed samples: 10705920 | consumed tokens: 21925724160 | elapsed time per iteration (s): 0.37 | learning rate: 5.941E-05 | global batch size: 256 | lm loss: 3.384406E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.569 | TFLOPs: 31.95 | 7: iteration 41830/ 60336 | consumed samples: 10708480 | consumed tokens: 21930967040 | elapsed time per iteration (s): 0.38 | learning rate: 5.937E-05 | global batch size: 256 | lm loss: 3.381909E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 667.606 | TFLOPs: 31.16 | 7: iteration 41840/ 60336 | consumed samples: 10711040 | consumed tokens: 21936209920 | elapsed time per iteration (s): 0.38 | learning rate: 5.933E-05 | global batch size: 256 | lm loss: 3.393982E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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lm loss: 3.388472E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.658 | TFLOPs: 31.58 | 7: iteration 41940/ 60336 | consumed samples: 10736640 | consumed tokens: 21988638720 | elapsed time per iteration (s): 0.38 | learning rate: 5.894E-05 | global batch size: 256 | lm loss: 3.394397E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 673.104 | TFLOPs: 31.42 | 7: iteration 41950/ 60336 | consumed samples: 10739200 | consumed tokens: 21993881600 | elapsed time per iteration (s): 0.39 | learning rate: 5.890E-05 | global batch size: 256 | lm loss: 3.385591E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 656.069 | TFLOPs: 30.62 | 7: iteration 41960/ 60336 | consumed samples: 10741760 | consumed tokens: 21999124480 | elapsed time per iteration (s): 0.38 | learning rate: 5.886E-05 | global batch size: 256 | lm loss: 3.387042E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 671.798 | TFLOPs: 31.36 | 7: iteration 41970/ 60336 | consumed samples: 10744320 | consumed tokens: 22004367360 | elapsed time per iteration (s): 0.37 | learning rate: 5.882E-05 | global batch size: 256 | lm loss: 3.391708E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.232 | TFLOPs: 32.08 | 7: iteration 41980/ 60336 | consumed samples: 10746880 | consumed tokens: 22009610240 | elapsed time per iteration (s): 0.38 | learning rate: 5.878E-05 | global batch size: 256 | lm loss: 3.392520E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.387 | TFLOPs: 31.85 | 7: iteration 41990/ 60336 | consumed samples: 10749440 | consumed tokens: 22014853120 | elapsed time per iteration (s): 0.38 | learning rate: 5.874E-05 | global batch size: 256 | lm loss: 3.386832E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.314 | TFLOPs: 31.52 | 0: [2023-03-17 04:16:52,777] [INFO] [logging.py:68:log_dist] [Rank 0] step=42000, skipped=0, lr=[5.870592798850111e-05, 5.870592798850111e-05, 5.870592798850111e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 42000/ 60336 | consumed samples: 10752000 | consumed tokens: 22020096000 | elapsed time per iteration (s): 0.38 | learning rate: 5.871E-05 | global batch size: 256 | lm loss: 3.397151E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.863 | TFLOPs: 31.50 | 0: steps: 42000 loss: 3.3959 iter time (s): 0.372 samples/sec: 688.547 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 42000 | lm loss value: 3.985824E+00 | lm loss PPL: 5.382962E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 42000 to checkpoints_146m32b100mdedup 0: [2023-03-17 04:16:52,925] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step42000 is begin to save! 0: [2023-03-17 04:16:52,930] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step42000/layer_01-model_00-model_states.pt... 0: [2023-03-17 04:16:53,023] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step42000/layer_01-model_00-model_states.pt. 0: [2023-03-17 04:16:53,023] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step42000/layer_03-model_00-model_states.pt... 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step42000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 0: [2023-03-17 04:16:53,329] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step42000 is ready now! 6: [2023-03-17 04:16:53,314] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step42000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:16:53,315] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step42000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-17 04:16:53,315] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step42000 is ready now! 6: [2023-03-17 04:16:53,315] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step42000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:16:53,315] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step42000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-17 04:16:53,315] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step42000 is ready now! 6: [2023-03-17 04:16:53,315] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step42000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:16:53,315] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step42000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-17 04:16:53,315] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step42000 is ready now! 6: [2023-03-17 04:16:53,316] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step42000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-17 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checkpoints_146m32b100mdedup/global_step42000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-17 04:16:53,262] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step42000 is ready now! 2: [2023-03-17 04:16:53,262] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step42000 is ready now! 2: [2023-03-17 04:16:53,262] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step42000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt. 2: [2023-03-17 04:16:53,262] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step42000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 2: [2023-03-17 04:16:53,262] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step42000 is ready now! 2: [2023-03-17 04:16:53,262] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step42000 is ready now! 5: [2023-03-17 04:16:53,328] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step42000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 5: [2023-03-17 04:16:53,328] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step42000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-17 04:16:53,328] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step42000 is ready now! 0: successfully saved checkpoint at iteration 42000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 502.64 7: iteration 42010/ 60336 | consumed samples: 10754560 | consumed tokens: 22025338880 | elapsed time per iteration (s): 0.44 | learning rate: 5.867E-05 | global batch size: 256 | lm loss: 3.393509E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 576.925 | TFLOPs: 26.93 | 7: iteration 42020/ 60336 | consumed samples: 10757120 | consumed tokens: 22030581760 | elapsed time per iteration (s): 0.38 | learning rate: 5.863E-05 | global batch size: 256 | lm loss: 3.389485E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.395 | TFLOPs: 31.62 | 7: iteration 42030/ 60336 | consumed samples: 10759680 | consumed tokens: 22035824640 | elapsed time per iteration (s): 0.38 | learning rate: 5.859E-05 | global batch size: 256 | lm loss: 3.385561E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.660 | TFLOPs: 31.86 | 7: iteration 42040/ 60336 | consumed samples: 10762240 | consumed tokens: 22041067520 | elapsed time per iteration (s): 0.38 | learning rate: 5.855E-05 | global batch size: 256 | lm loss: 3.384822E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.069 | TFLOPs: 31.60 | 7: iteration 42050/ 60336 | consumed samples: 10764800 | consumed tokens: 22046310400 | elapsed time per iteration (s): 0.37 | learning rate: 5.851E-05 | global batch size: 256 | lm loss: 3.386129E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.893 | TFLOPs: 32.11 | 7: iteration 42060/ 60336 | consumed samples: 10767360 | consumed tokens: 22051553280 | elapsed time per iteration (s): 0.38 | learning rate: 5.847E-05 | global batch size: 256 | lm loss: 3.385290E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.814 | TFLOPs: 31.59 | 7: iteration 42070/ 60336 | consumed samples: 10769920 | consumed tokens: 22056796160 | elapsed time per iteration (s): 0.38 | learning rate: 5.843E-05 | global batch size: 256 | lm loss: 3.377575E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.093 | TFLOPs: 31.51 | 7: iteration 42080/ 60336 | consumed samples: 10772480 | consumed tokens: 22062039040 | elapsed time per iteration (s): 0.38 | learning rate: 5.840E-05 | global batch size: 256 | lm loss: 3.390553E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.967 | TFLOPs: 31.41 | 7: iteration 42090/ 60336 | consumed samples: 10775040 | consumed tokens: 22067281920 | elapsed time per iteration (s): 0.38 | learning rate: 5.836E-05 | global batch size: 256 | lm loss: 3.389179E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 671.589 | TFLOPs: 31.35 | 7: iteration 42100/ 60336 | consumed samples: 10777600 | consumed tokens: 22072524800 | elapsed time per iteration (s): 0.38 | learning rate: 5.832E-05 | global batch size: 256 | lm loss: 3.393656E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.463 | TFLOPs: 31.39 | 7: iteration 42110/ 60336 | consumed samples: 10780160 | consumed tokens: 22077767680 | elapsed time per iteration (s): 0.38 | learning rate: 5.828E-05 | global batch size: 256 | lm loss: 3.383888E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.981 | TFLOPs: 31.79 | 7: iteration 42120/ 60336 | consumed samples: 10782720 | consumed tokens: 22083010560 | elapsed time per iteration (s): 0.37 | learning rate: 5.824E-05 | global batch size: 256 | lm loss: 3.388498E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.141 | TFLOPs: 31.93 | 7: iteration 42130/ 60336 | consumed samples: 10785280 | consumed tokens: 22088253440 | elapsed time per iteration (s): 0.38 | learning rate: 5.820E-05 | global batch size: 256 | lm loss: 3.388799E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 670.182 | TFLOPs: 31.28 | 7: iteration 42140/ 60336 | consumed samples: 10787840 | consumed tokens: 22093496320 | elapsed time per iteration (s): 0.37 | learning rate: 5.816E-05 | global batch size: 256 | lm loss: 3.389398E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.409 | TFLOPs: 31.90 | 7: iteration 42150/ 60336 | consumed samples: 10790400 | consumed tokens: 22098739200 | elapsed time per iteration (s): 0.38 | learning rate: 5.812E-05 | global batch size: 256 | lm loss: 3.380591E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.592 | TFLOPs: 31.67 | 7: iteration 42160/ 60336 | consumed samples: 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7: iteration 42190/ 60336 | consumed samples: 10800640 | consumed tokens: 22119710720 | elapsed time per iteration (s): 0.38 | learning rate: 5.797E-05 | global batch size: 256 | lm loss: 3.384369E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.630 | TFLOPs: 31.86 | 7: iteration 42200/ 60336 | consumed samples: 10803200 | consumed tokens: 22124953600 | elapsed time per iteration (s): 0.38 | learning rate: 5.793E-05 | global batch size: 256 | lm loss: 3.390078E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.489 | TFLOPs: 31.86 | 7: iteration 42210/ 60336 | consumed samples: 10805760 | consumed tokens: 22130196480 | elapsed time per iteration (s): 0.38 | learning rate: 5.789E-05 | global batch size: 256 | lm loss: 3.386636E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | 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60336 | consumed samples: 10851840 | consumed tokens: 22224568320 | elapsed time per iteration (s): 0.37 | learning rate: 5.720E-05 | global batch size: 256 | lm loss: 3.388354E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.563 | TFLOPs: 32.14 | 7: iteration 42400/ 60336 | consumed samples: 10854400 | consumed tokens: 22229811200 | elapsed time per iteration (s): 0.37 | learning rate: 5.716E-05 | global batch size: 256 | lm loss: 3.387518E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.337 | TFLOPs: 31.94 | 7: iteration 42410/ 60336 | consumed samples: 10856960 | consumed tokens: 22235054080 | elapsed time per iteration (s): 0.38 | learning rate: 5.712E-05 | global batch size: 256 | lm loss: 3.385984E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.617 | TFLOPs: 31.86 | 7: iteration 42420/ 60336 | consumed samples: 10859520 | consumed tokens: 22240296960 | elapsed time per iteration (s): 0.38 | learning rate: 5.709E-05 | global batch size: 256 | lm loss: 3.384980E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.797 | TFLOPs: 31.64 | 7: iteration 42430/ 60336 | consumed samples: 10862080 | consumed tokens: 22245539840 | elapsed time per iteration (s): 0.37 | learning rate: 5.705E-05 | global batch size: 256 | lm loss: 3.394801E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.965 | TFLOPs: 31.97 | 7: iteration 42440/ 60336 | consumed samples: 10864640 | consumed tokens: 22250782720 | elapsed time per iteration (s): 0.37 | learning rate: 5.701E-05 | global batch size: 256 | lm loss: 3.386463E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.728 | TFLOPs: 31.96 | 7: iteration 42450/ 60336 | consumed samples: 10867200 | consumed tokens: 22256025600 | elapsed time per iteration (s): 0.38 | learning rate: 5.697E-05 | global batch size: 256 | lm loss: 3.383706E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.705 | TFLOPs: 31.40 | 7: iteration 42460/ 60336 | consumed samples: 10869760 | consumed tokens: 22261268480 | elapsed time per iteration (s): 0.37 | learning rate: 5.693E-05 | global batch size: 256 | lm loss: 3.387807E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.998 | TFLOPs: 31.97 | 7: iteration 42470/ 60336 | consumed samples: 10872320 | consumed tokens: 22266511360 | elapsed time per iteration (s): 0.37 | learning rate: 5.689E-05 | global batch size: 256 | lm loss: 3.391747E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.765 | TFLOPs: 31.92 | 7: iteration 42480/ 60336 | consumed samples: 10874880 | consumed tokens: 22271754240 | elapsed time per iteration (s): 0.39 | learning rate: 5.686E-05 | global batch size: 256 | lm loss: 3.387504E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 663.561 | TFLOPs: 30.97 | 7: iteration 42490/ 60336 | consumed samples: 10877440 | consumed tokens: 22276997120 | elapsed time per iteration (s): 0.37 | learning rate: 5.682E-05 | global batch size: 256 | lm loss: 3.388834E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.894 | TFLOPs: 31.97 | 7: iteration 42500/ 60336 | consumed samples: 10880000 | consumed tokens: 22282240000 | elapsed time per iteration (s): 0.37 | learning rate: 5.678E-05 | global batch size: 256 | lm loss: 3.383823E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.615 | TFLOPs: 32.05 | 7: iteration 42510/ 60336 | consumed samples: 10882560 | consumed tokens: 22287482880 | elapsed time per iteration (s): 0.37 | learning rate: 5.674E-05 | global batch size: 256 | lm loss: 3.384881E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.670 | TFLOPs: 32.19 | 7: iteration 42520/ 60336 | consumed samples: 10885120 | consumed tokens: 22292725760 | elapsed time per iteration (s): 0.38 | learning rate: 5.670E-05 | global batch size: 256 | lm loss: 3.383849E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.033 | TFLOPs: 31.74 | 7: iteration 42530/ 60336 | consumed samples: 10887680 | consumed tokens: 22297968640 | elapsed time per iteration (s): 0.37 | 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consumed samples: 10903040 | consumed tokens: 22329425920 | elapsed time per iteration (s): 0.37 | learning rate: 5.644E-05 | global batch size: 256 | lm loss: 3.392995E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.775 | TFLOPs: 32.20 | 7: iteration 42600/ 60336 | consumed samples: 10905600 | consumed tokens: 22334668800 | elapsed time per iteration (s): 0.37 | learning rate: 5.640E-05 | global batch size: 256 | lm loss: 3.388760E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.498 | TFLOPs: 31.95 | 7: iteration 42610/ 60336 | consumed samples: 10908160 | consumed tokens: 22339911680 | elapsed time per iteration (s): 0.38 | learning rate: 5.636E-05 | global batch size: 256 | lm loss: 3.385581E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.729 | TFLOPs: 31.49 | 7: iteration 42620/ 60336 | consumed samples: 10910720 | consumed tokens: 22345154560 | elapsed time per iteration (s): 0.38 | learning rate: 5.632E-05 | global batch size: 256 | lm loss: 3.384121E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 671.781 | TFLOPs: 31.36 | 7: iteration 42630/ 60336 | consumed samples: 10913280 | consumed tokens: 22350397440 | elapsed time per iteration (s): 0.37 | learning rate: 5.628E-05 | global batch size: 256 | lm loss: 3.391949E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.867 | TFLOPs: 31.87 | 7: iteration 42640/ 60336 | consumed samples: 10915840 | consumed tokens: 22355640320 | elapsed time per iteration (s): 0.37 | learning rate: 5.625E-05 | global batch size: 256 | lm loss: 3.387379E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of 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| number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.242 | TFLOPs: 32.12 | 7: iteration 42680/ 60336 | consumed samples: 10926080 | consumed tokens: 22376611840 | elapsed time per iteration (s): 0.37 | learning rate: 5.609E-05 | global batch size: 256 | lm loss: 3.378545E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.291 | TFLOPs: 32.17 | 7: iteration 42690/ 60336 | consumed samples: 10928640 | consumed tokens: 22381854720 | elapsed time per iteration (s): 0.37 | learning rate: 5.606E-05 | global batch size: 256 | lm loss: 3.385230E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.080 | TFLOPs: 32.12 | 7: iteration 42700/ 60336 | consumed samples: 10931200 | consumed tokens: 22387097600 | elapsed time per iteration (s): 0.37 | learning rate: 5.602E-05 | global batch size: 256 | lm loss: 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time per iteration (s): 0.37 | learning rate: 5.579E-05 | global batch size: 256 | lm loss: 3.380336E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.691 | TFLOPs: 32.19 | 7: iteration 42770/ 60336 | consumed samples: 10949120 | consumed tokens: 22423797760 | elapsed time per iteration (s): 0.37 | learning rate: 5.575E-05 | global batch size: 256 | lm loss: 3.387644E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.655 | TFLOPs: 32.24 | 7: iteration 42780/ 60336 | consumed samples: 10951680 | consumed tokens: 22429040640 | elapsed time per iteration (s): 0.37 | learning rate: 5.572E-05 | global batch size: 256 | lm loss: 3.382206E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.530 | TFLOPs: 32.00 | 7: iteration 42790/ 60336 | consumed samples: 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iterations: 0 | number of nan iterations: 0 | samples per second: 684.398 | TFLOPs: 31.95 | 7: iteration 42880/ 60336 | consumed samples: 10977280 | consumed tokens: 22481469440 | elapsed time per iteration (s): 0.37 | learning rate: 5.534E-05 | global batch size: 256 | lm loss: 3.380446E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.604 | TFLOPs: 32.09 | 7: iteration 42890/ 60336 | consumed samples: 10979840 | consumed tokens: 22486712320 | elapsed time per iteration (s): 0.37 | learning rate: 5.530E-05 | global batch size: 256 | lm loss: 3.383014E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.703 | TFLOPs: 32.05 | 7: iteration 42900/ 60336 | consumed samples: 10982400 | consumed tokens: 22491955200 | elapsed time per iteration (s): 0.37 | learning rate: 5.526E-05 | global batch size: 256 | lm loss: 3.395317E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.060 | TFLOPs: 32.26 | 7: iteration 42910/ 60336 | consumed samples: 10984960 | consumed tokens: 22497198080 | elapsed time per iteration (s): 0.40 | learning rate: 5.523E-05 | global batch size: 256 | lm loss: 3.380288E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 641.927 | TFLOPs: 29.96 | 7: iteration 42920/ 60336 | consumed samples: 10987520 | consumed tokens: 22502440960 | elapsed time per iteration (s): 0.37 | learning rate: 5.519E-05 | global batch size: 256 | lm loss: 3.386806E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.032 | TFLOPs: 32.25 | 7: iteration 42930/ 60336 | consumed samples: 10990080 | consumed tokens: 22507683840 | elapsed time per iteration (s): 0.37 | learning rate: 5.515E-05 | global batch size: 256 | lm loss: 3.382383E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.970 | TFLOPs: 32.25 | 7: iteration 42940/ 60336 | consumed samples: 10992640 | consumed tokens: 22512926720 | elapsed time per iteration (s): 0.37 | learning rate: 5.511E-05 | global batch size: 256 | lm loss: 3.390624E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.998 | TFLOPs: 32.02 | 7: iteration 42950/ 60336 | consumed samples: 10995200 | consumed tokens: 22518169600 | elapsed time per iteration (s): 0.37 | learning rate: 5.508E-05 | global batch size: 256 | lm loss: 3.382349E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.803 | TFLOPs: 32.24 | 7: iteration 42960/ 60336 | consumed samples: 10997760 | consumed tokens: 22523412480 | elapsed time per iteration (s): 0.37 | learning rate: 5.504E-05 | global batch size: 256 | lm loss: 3.381578E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.873 | TFLOPs: 32.01 | 7: iteration 42970/ 60336 | consumed samples: 11000320 | consumed tokens: 22528655360 | elapsed time per iteration (s): 0.37 | learning rate: 5.500E-05 | global batch size: 256 | lm loss: 3.383748E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.066 | TFLOPs: 32.26 | 7: iteration 42980/ 60336 | consumed samples: 11002880 | consumed tokens: 22533898240 | elapsed time per iteration (s): 0.37 | learning rate: 5.496E-05 | global batch size: 256 | lm loss: 3.388253E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.676 | TFLOPs: 32.19 | 7: iteration 42990/ 60336 | consumed samples: 11005440 | consumed tokens: 22539141120 | elapsed time per iteration (s): 0.37 | learning rate: 5.493E-05 | global batch size: 256 | lm loss: 3.388098E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.691 | TFLOPs: 32.24 | 7: iteration 43000/ 60336 | consumed samples: 11008000 | consumed tokens: 22544384000 | elapsed time per iteration (s): 0.37 | learning rate: 5.489E-05 | global batch size: 256 | lm loss: 3.389972E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.164 | TFLOPs: 32.21 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 43000 | lm loss value: 3.949035E+00 | lm loss PPL: 5.188527E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 43000 to checkpoints_146m32b100mdedup 0: [2023-03-17 04:23:08,534] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step43000 is begin to save! 0: [2023-03-17 04:23:08,536] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step43000/layer_01-model_00-model_states.pt... 0: [2023-03-17 04:23:08,633] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step43000/layer_01-model_00-model_states.pt. 0: [2023-03-17 04:23:08,634] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step43000/layer_03-model_00-model_states.pt... 0: [2023-03-17 04:23:08,649] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step43000/layer_03-model_00-model_states.pt. 0: [2023-03-17 04:23:08,650] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving 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[INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-17 04:23:08,858] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 2: [2023-03-17 04:23:08,858] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 04:23:08,858] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 2: [2023-03-17 04:23:08,859] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-17 04:23:08,859] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: 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[2023-03-17 04:23:08,867] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-17 04:23:08,867] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-17 04:23:08,867] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 4: [2023-03-17 04:23:08,867] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt. 4: [2023-03-17 04:23:08,868] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 4: [2023-03-17 04:23:08,868] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 1: [2023-03-17 04:23:08,868] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-17 04:23:08,868] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-17 04:23:08,868] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 5: [2023-03-17 04:23:08,862] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-17 04:23:08,862] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-17 04:23:08,862] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-17 04:23:08,862] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 5: [2023-03-17 04:23:08,862] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 5: [2023-03-17 04:23:08,862] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 4: [2023-03-17 04:23:08,868] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt. 4: [2023-03-17 04:23:08,868] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 4: [2023-03-17 04:23:08,868] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-17 04:23:08,868] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt 4: [2023-03-17 04:23:08,868] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-17 04:23:08,868] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-17 04:23:08,868] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 4: [2023-03-17 04:23:08,868] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 4: [2023-03-17 04:23:08,868] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 4: [2023-03-17 04:23:08,868] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt. 4: [2023-03-17 04:23:08,868] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 4: [2023-03-17 04:23:08,868] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt. 4: [2023-03-17 04:23:08,868] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt. 4: [2023-03-17 04:23:08,868] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt 4: [2023-03-17 04:23:08,868] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt 4: [2023-03-17 04:23:08,868] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-17 04:23:08,868] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 4: [2023-03-17 04:23:08,868] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step43000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-17 04:23:08,868] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 4: [2023-03-17 04:23:08,868] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 4: [2023-03-17 04:23:08,868] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step43000 is ready now! 0: successfully saved checkpoint at iteration 43000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 413.92 7: iteration 43010/ 60336 | consumed samples: 11010560 | consumed tokens: 22549626880 | elapsed time per iteration (s): 0.42 | learning rate: 5.485E-05 | global batch size: 256 | lm loss: 3.384247E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 605.201 | TFLOPs: 28.25 | 7: iteration 43020/ 60336 | consumed samples: 11013120 | consumed tokens: 22554869760 | elapsed time per iteration (s): 0.37 | learning rate: 5.481E-05 | global batch size: 256 | lm loss: 3.390284E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.944 | TFLOPs: 32.25 | 7: iteration 43030/ 60336 | consumed samples: 11015680 | consumed tokens: 22560112640 | elapsed time per iteration (s): 0.38 | learning rate: 5.478E-05 | global batch size: 256 | lm loss: 3.384787E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.432 | TFLOPs: 31.85 | 7: iteration 43040/ 60336 | consumed samples: 11018240 | consumed tokens: 22565355520 | elapsed time per iteration (s): 0.37 | learning rate: 5.474E-05 | global batch size: 256 | lm loss: 3.380362E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.661 | TFLOPs: 32.10 | 7: iteration 43050/ 60336 | consumed samples: 11020800 | consumed tokens: 22570598400 | elapsed time per iteration (s): 0.37 | learning rate: 5.470E-05 | global batch size: 256 | lm loss: 3.387885E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.707 | TFLOPs: 31.96 | 7: iteration 43060/ 60336 | consumed samples: 11023360 | consumed tokens: 22575841280 | elapsed time per iteration (s): 0.37 | learning rate: 5.466E-05 | global batch size: 256 | lm loss: 3.387702E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.595 | TFLOPs: 32.23 | 7: iteration 43070/ 60336 | consumed samples: 11025920 | consumed tokens: 22581084160 | elapsed time per iteration (s): 0.37 | learning rate: 5.463E-05 | global batch size: 256 | lm loss: 3.385826E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.691 | TFLOPs: 32.24 | 7: iteration 43080/ 60336 | consumed samples: 11028480 | consumed tokens: 22586327040 | elapsed time per iteration (s): 0.37 | learning rate: 5.459E-05 | global batch size: 256 | lm loss: 3.381772E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.308 | TFLOPs: 31.94 | 7: iteration 43090/ 60336 | consumed samples: 11031040 | consumed tokens: 22591569920 | elapsed time per iteration (s): 0.38 | learning rate: 5.455E-05 | global batch size: 256 | lm loss: 3.386993E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 671.830 | TFLOPs: 31.36 | 7: iteration 43100/ 60336 | consumed samples: 11033600 | consumed tokens: 22596812800 | elapsed time per iteration (s): 0.37 | learning rate: 5.452E-05 | global batch size: 256 | lm loss: 3.378060E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.050 | TFLOPs: 31.98 | 7: iteration 43110/ 60336 | consumed samples: 11036160 | consumed tokens: 22602055680 | elapsed time per iteration (s): 0.38 | learning rate: 5.448E-05 | global batch size: 256 | lm loss: 3.385938E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.666 | TFLOPs: 31.77 | 7: iteration 43120/ 60336 | consumed samples: 11038720 | consumed tokens: 22607298560 | elapsed time per iteration (s): 0.37 | learning rate: 5.444E-05 | global batch size: 256 | lm loss: 3.384902E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.316 | TFLOPs: 31.99 | 7: iteration 43130/ 60336 | consumed samples: 11041280 | consumed tokens: 22612541440 | elapsed time per iteration (s): 0.37 | learning rate: 5.440E-05 | global batch size: 256 | lm loss: 3.379650E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.649 | TFLOPs: 32.24 | 7: iteration 43140/ 60336 | consumed samples: 11043840 | consumed tokens: 22617784320 | elapsed time per iteration (s): 0.37 | learning rate: 5.437E-05 | global batch size: 256 | lm loss: 3.386631E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.846 | TFLOPs: 32.25 | 7: iteration 43150/ 60336 | consumed samples: 11046400 | consumed tokens: 22623027200 | elapsed time per iteration (s): 0.38 | learning rate: 5.433E-05 | global batch size: 256 | lm loss: 3.387294E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.517 | TFLOPs: 31.67 | 7: iteration 43160/ 60336 | consumed samples: 11048960 | consumed tokens: 22628270080 | elapsed time per iteration (s): 0.37 | learning rate: 5.429E-05 | global batch size: 256 | lm loss: 3.380773E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.060 | TFLOPs: 31.98 | 7: iteration 43170/ 60336 | consumed samples: 11051520 | consumed tokens: 22633512960 | elapsed time per iteration (s): 0.38 | learning rate: 5.426E-05 | global batch size: 256 | lm loss: 3.390426E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 673.957 | TFLOPs: 31.46 | 7: iteration 43180/ 60336 | consumed samples: 11054080 | consumed tokens: 22638755840 | elapsed time per iteration (s): 0.37 | learning rate: 5.422E-05 | global batch size: 256 | lm loss: 3.387163E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.279 | TFLOPs: 31.99 | 7: iteration 43190/ 60336 | consumed samples: 11056640 | consumed tokens: 22643998720 | elapsed time per iteration (s): 0.37 | learning rate: 5.418E-05 | global batch size: 256 | lm loss: 3.392103E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.679 | TFLOPs: 32.24 | 7: iteration 43200/ 60336 | consumed samples: 11059200 | consumed tokens: 22649241600 | elapsed time per iteration (s): 0.37 | learning rate: 5.414E-05 | global batch size: 256 | lm loss: 3.388013E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.706 | TFLOPs: 32.24 | 7: iteration 43210/ 60336 | consumed samples: 11061760 | consumed tokens: 22654484480 | elapsed time per iteration (s): 0.37 | learning rate: 5.411E-05 | global batch size: 256 | lm loss: 3.382276E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.572 | TFLOPs: 32.23 | 7: iteration 43220/ 60336 | consumed samples: 11064320 | consumed tokens: 22659727360 | elapsed time per iteration (s): 0.37 | learning rate: 5.407E-05 | global batch size: 256 | lm loss: 3.383723E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.479 | TFLOPs: 32.23 | 7: iteration 43230/ 60336 | consumed samples: 11066880 | consumed tokens: 22664970240 | elapsed time per iteration (s): 0.37 | learning rate: 5.403E-05 | global batch size: 256 | lm loss: 3.382762E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.533 | TFLOPs: 32.23 | 7: iteration 43240/ 60336 | consumed samples: 11069440 | consumed tokens: 22670213120 | elapsed time per iteration (s): 0.38 | learning rate: 5.400E-05 | global batch size: 256 | lm loss: 3.380798E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.500 | TFLOPs: 31.81 | 7: iteration 43250/ 60336 | consumed samples: 11072000 | consumed tokens: 22675456000 | elapsed time per iteration (s): 0.37 | learning rate: 5.396E-05 | global batch size: 256 | lm loss: 3.382272E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.522 | TFLOPs: 32.23 | 7: iteration 43260/ 60336 | consumed samples: 11074560 | consumed tokens: 22680698880 | elapsed time per iteration (s): 0.37 | learning rate: 5.392E-05 | global batch size: 256 | lm loss: 3.381135E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.564 | TFLOPs: 32.23 | 7: iteration 43270/ 60336 | consumed samples: 11077120 | consumed tokens: 22685941760 | elapsed time per iteration (s): 0.37 | learning rate: 5.388E-05 | global batch size: 256 | lm loss: 3.385576E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.551 | TFLOPs: 32.23 | 7: iteration 43280/ 60336 | consumed samples: 11079680 | consumed tokens: 22691184640 | elapsed time per iteration (s): 0.37 | learning rate: 5.385E-05 | global batch size: 256 | lm loss: 3.385880E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.535 | TFLOPs: 32.00 | 7: iteration 43290/ 60336 | consumed samples: 11082240 | consumed tokens: 22696427520 | elapsed time per iteration (s): 0.37 | learning rate: 5.381E-05 | global batch size: 256 | lm loss: 3.391738E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.345 | TFLOPs: 31.99 | 7: iteration 43300/ 60336 | consumed samples: 11084800 | consumed tokens: 22701670400 | elapsed time per iteration (s): 0.37 | learning rate: 5.377E-05 | global batch size: 256 | lm loss: 3.370589E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.481 | TFLOPs: 32.23 | 7: iteration 43310/ 60336 | consumed samples: 11087360 | consumed tokens: 22706913280 | elapsed time per iteration (s): 0.37 | learning rate: 5.374E-05 | global batch size: 256 | lm loss: 3.384737E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.091 | TFLOPs: 31.98 | 7: iteration 43320/ 60336 | consumed samples: 11089920 | consumed tokens: 22712156160 | elapsed time per iteration (s): 0.37 | learning rate: 5.370E-05 | global batch size: 256 | lm loss: 3.382329E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.820 | TFLOPs: 32.24 | 7: iteration 43330/ 60336 | consumed samples: 11092480 | consumed tokens: 22717399040 | elapsed time per iteration (s): 0.37 | learning rate: 5.366E-05 | global batch size: 256 | lm loss: 3.382020E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.272 | TFLOPs: 31.99 | 7: iteration 43340/ 60336 | consumed samples: 11095040 | consumed tokens: 22722641920 | elapsed time per iteration (s): 0.37 | learning rate: 5.363E-05 | global batch size: 256 | lm loss: 3.379859E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.585 | TFLOPs: 32.23 | 7: iteration 43350/ 60336 | consumed samples: 11097600 | consumed tokens: 22727884800 | elapsed time per iteration (s): 0.37 | learning rate: 5.359E-05 | global batch size: 256 | lm loss: 3.386186E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.072 | TFLOPs: 31.93 | 7: iteration 43360/ 60336 | consumed samples: 11100160 | consumed tokens: 22733127680 | elapsed time per iteration (s): 0.37 | learning rate: 5.355E-05 | global batch size: 256 | lm loss: 3.386352E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.267 | TFLOPs: 32.22 | 7: iteration 43370/ 60336 | consumed samples: 11102720 | consumed tokens: 22738370560 | elapsed time per iteration (s): 0.37 | learning rate: 5.352E-05 | global batch size: 256 | lm loss: 3.386729E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.334 | TFLOPs: 32.22 | 7: iteration 43380/ 60336 | consumed samples: 11105280 | consumed tokens: 22743613440 | elapsed time per iteration (s): 0.37 | learning rate: 5.348E-05 | global batch size: 256 | lm loss: 3.390320E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.679 | TFLOPs: 32.24 | 7: iteration 43390/ 60336 | consumed samples: 11107840 | consumed tokens: 22748856320 | elapsed time per iteration (s): 0.37 | learning rate: 5.344E-05 | global batch size: 256 | lm loss: 3.384928E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.553 | TFLOPs: 32.00 | 7: iteration 43400/ 60336 | consumed samples: 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samples per second: 690.808 | TFLOPs: 32.24 | 7: iteration 43460/ 60336 | consumed samples: 11125760 | consumed tokens: 22785556480 | elapsed time per iteration (s): 0.37 | learning rate: 5.318E-05 | global batch size: 256 | lm loss: 3.378206E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.809 | TFLOPs: 32.24 | 7: iteration 43470/ 60336 | consumed samples: 11128320 | consumed tokens: 22790799360 | elapsed time per iteration (s): 0.37 | learning rate: 5.315E-05 | global batch size: 256 | lm loss: 3.386089E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.336 | TFLOPs: 32.22 | 7: iteration 43480/ 60336 | consumed samples: 11130880 | consumed tokens: 22796042240 | elapsed time per iteration (s): 0.37 | learning rate: 5.311E-05 | global batch size: 256 | lm loss: 3.383135E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped 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norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.603 | TFLOPs: 32.23 | 7: iteration 43520/ 60336 | consumed samples: 11141120 | consumed tokens: 22817013760 | elapsed time per iteration (s): 0.37 | learning rate: 5.296E-05 | global batch size: 256 | lm loss: 3.384509E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.527 | TFLOPs: 32.23 | 7: iteration 43530/ 60336 | consumed samples: 11143680 | consumed tokens: 22822256640 | elapsed time per iteration (s): 0.37 | learning rate: 5.293E-05 | global batch size: 256 | lm loss: 3.385295E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.558 | TFLOPs: 32.23 | 7: iteration 43540/ 60336 | consumed samples: 11146240 | consumed tokens: 22827499520 | elapsed time per iteration (s): 0.37 | learning rate: 5.289E-05 | global batch size: 256 | lm loss: 3.377689E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.418 | TFLOPs: 32.23 | 7: iteration 43550/ 60336 | consumed samples: 11148800 | consumed tokens: 22832742400 | elapsed time per iteration (s): 0.37 | learning rate: 5.285E-05 | global batch size: 256 | lm loss: 3.381646E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.509 | TFLOPs: 32.23 | 7: iteration 43560/ 60336 | consumed samples: 11151360 | consumed tokens: 22837985280 | elapsed time per iteration (s): 0.37 | learning rate: 5.282E-05 | global batch size: 256 | lm loss: 3.380290E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.154 | TFLOPs: 32.21 | 7: iteration 43570/ 60336 | consumed samples: 11153920 | consumed tokens: 22843228160 | elapsed time per iteration 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60336 | consumed samples: 11169280 | consumed tokens: 22874685440 | elapsed time per iteration (s): 0.37 | learning rate: 5.256E-05 | global batch size: 256 | lm loss: 3.390016E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.471 | TFLOPs: 32.23 | 7: iteration 43640/ 60336 | consumed samples: 11171840 | consumed tokens: 22879928320 | elapsed time per iteration (s): 0.37 | learning rate: 5.253E-05 | global batch size: 256 | lm loss: 3.381929E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.259 | TFLOPs: 32.17 | 7: iteration 43650/ 60336 | consumed samples: 11174400 | consumed tokens: 22885171200 | elapsed time per iteration (s): 0.37 | learning rate: 5.249E-05 | global batch size: 256 | lm loss: 3.385149E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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lm loss: 3.373596E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.980 | TFLOPs: 31.88 | 7: iteration 43750/ 60336 | consumed samples: 11200000 | consumed tokens: 22937600000 | elapsed time per iteration (s): 0.37 | learning rate: 5.213E-05 | global batch size: 256 | lm loss: 3.383738E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.839 | TFLOPs: 32.25 | 7: iteration 43760/ 60336 | consumed samples: 11202560 | consumed tokens: 22942842880 | elapsed time per iteration (s): 0.37 | learning rate: 5.209E-05 | global batch size: 256 | lm loss: 3.387668E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.646 | TFLOPs: 32.24 | 7: iteration 43770/ 60336 | consumed samples: 11205120 | consumed tokens: 22948085760 | elapsed time per iteration (s): 0.37 | learning rate: 5.205E-05 | global batch size: 256 | lm loss: 3.383039E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.495 | TFLOPs: 32.23 | 7: iteration 43780/ 60336 | consumed samples: 11207680 | consumed tokens: 22953328640 | elapsed time per iteration (s): 0.37 | learning rate: 5.202E-05 | global batch size: 256 | lm loss: 3.380385E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.549 | TFLOPs: 32.23 | 7: iteration 43790/ 60336 | consumed samples: 11210240 | consumed tokens: 22958571520 | elapsed time per iteration (s): 0.37 | learning rate: 5.198E-05 | global batch size: 256 | lm loss: 3.380387E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.729 | TFLOPs: 32.24 | 7: iteration 43800/ 60336 | consumed samples: 11212800 | consumed tokens: 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| TFLOPs: 32.22 | 7: iteration 43860/ 60336 | consumed samples: 11228160 | consumed tokens: 22995271680 | elapsed time per iteration (s): 0.37 | learning rate: 5.173E-05 | global batch size: 256 | lm loss: 3.379728E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.958 | TFLOPs: 32.20 | 7: iteration 43870/ 60336 | consumed samples: 11230720 | consumed tokens: 23000514560 | elapsed time per iteration (s): 0.37 | learning rate: 5.169E-05 | global batch size: 256 | lm loss: 3.386122E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.136 | TFLOPs: 32.21 | 7: iteration 43880/ 60336 | consumed samples: 11233280 | consumed tokens: 23005757440 | elapsed time per iteration (s): 0.37 | learning rate: 5.166E-05 | global batch size: 256 | lm loss: 3.381996E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of 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| number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.021 | TFLOPs: 31.46 | 7: iteration 43920/ 60336 | consumed samples: 11243520 | consumed tokens: 23026728960 | elapsed time per iteration (s): 0.37 | learning rate: 5.151E-05 | global batch size: 256 | lm loss: 3.386884E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.332 | TFLOPs: 32.22 | 7: iteration 43930/ 60336 | consumed samples: 11246080 | consumed tokens: 23031971840 | elapsed time per iteration (s): 0.37 | learning rate: 5.148E-05 | global batch size: 256 | lm loss: 3.384599E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.715 | TFLOPs: 32.24 | 7: iteration 43940/ 60336 | consumed samples: 11248640 | consumed tokens: 23037214720 | elapsed time per iteration (s): 0.37 | learning rate: 5.144E-05 | global batch size: 256 | lm loss: 3.383402E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.512 | TFLOPs: 32.23 | 7: iteration 43950/ 60336 | consumed samples: 11251200 | consumed tokens: 23042457600 | elapsed time per iteration (s): 0.37 | learning rate: 5.140E-05 | global batch size: 256 | lm loss: 3.380025E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.565 | TFLOPs: 32.23 | 7: iteration 43960/ 60336 | consumed samples: 11253760 | consumed tokens: 23047700480 | elapsed time per iteration (s): 0.37 | learning rate: 5.137E-05 | global batch size: 256 | lm loss: 3.382418E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.512 | TFLOPs: 32.23 | 7: iteration 43970/ 60336 | consumed samples: 11256320 | consumed tokens: 23052943360 | elapsed time per iteration (s): 0.37 | learning rate: 5.133E-05 | global batch size: 256 | lm loss: 3.382629E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.495 | TFLOPs: 32.23 | 7: iteration 43980/ 60336 | consumed samples: 11258880 | consumed tokens: 23058186240 | elapsed time per iteration (s): 0.37 | learning rate: 5.130E-05 | global batch size: 256 | lm loss: 3.383919E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.598 | TFLOPs: 32.23 | 7: iteration 43990/ 60336 | consumed samples: 11261440 | consumed tokens: 23063429120 | elapsed time per iteration (s): 0.37 | learning rate: 5.126E-05 | global batch size: 256 | lm loss: 3.384175E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.216 | TFLOPs: 32.22 | 0: [2023-03-17 04:29:20,833] [INFO] [logging.py:68:log_dist] [Rank 0] step=44000, skipped=0, lr=[5.122487494352964e-05, 5.122487494352964e-05, 5.122487494352964e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 44000/ 60336 | consumed samples: 11264000 | consumed tokens: 23068672000 | elapsed time per iteration (s): 0.37 | learning rate: 5.122E-05 | global batch size: 256 | lm loss: 3.378357E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.733 | TFLOPs: 32.24 | 0: steps: 44000 loss: 3.3790 iter time (s): 0.372 samples/sec: 688.046 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 44000 | lm loss value: 3.998790E+00 | lm loss PPL: 5.453214E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 44000 to checkpoints_146m32b100mdedup 0: [2023-03-17 04:29:20,957] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint 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checkpoints_146m32b100mdedup/global_step44000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-17 04:29:21,313] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 2: [2023-03-17 04:29:21,313] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 2: [2023-03-17 04:29:21,313] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 2: [2023-03-17 04:29:21,313] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step44000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 04:29:21,313] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step44000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-17 04:29:21,313] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step44000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt 2: [2023-03-17 04:29:21,313] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 2: [2023-03-17 04:29:21,313] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step44000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-17 04:29:21,313] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 2: [2023-03-17 04:29:21,313] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 2: [2023-03-17 04:29:21,313] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 2: [2023-03-17 04:29:21,313] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 0: [2023-03-17 04:29:21,384] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step44000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 04:29:21,384] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step44000 is ready now! 0: successfully saved checkpoint at iteration 44000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 432.02 7: iteration 44010/ 60336 | consumed samples: 11266560 | consumed tokens: 23073914880 | elapsed time per iteration (s): 0.43 | learning rate: 5.119E-05 | global batch size: 256 | lm loss: 3.377291E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 601.729 | TFLOPs: 28.09 | 7: iteration 44020/ 60336 | consumed samples: 11269120 | consumed tokens: 23079157760 | elapsed time per iteration (s): 0.37 | learning rate: 5.115E-05 | global batch size: 256 | lm loss: 3.372155E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.244 | TFLOPs: 32.22 | 7: iteration 44030/ 60336 | consumed samples: 11271680 | consumed tokens: 23084400640 | elapsed time per iteration (s): 0.37 | learning rate: 5.112E-05 | global batch size: 256 | lm loss: 3.381050E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.245 | TFLOPs: 32.22 | 7: iteration 44040/ 60336 | consumed samples: 11274240 | consumed tokens: 23089643520 | elapsed time per iteration (s): 0.37 | learning rate: 5.108E-05 | global batch size: 256 | lm loss: 3.376783E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.929 | TFLOPs: 32.20 | 7: iteration 44050/ 60336 | consumed samples: 11276800 | consumed tokens: 23094886400 | elapsed time per iteration (s): 0.37 | learning rate: 5.105E-05 | global batch size: 256 | lm loss: 3.384611E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.167 | TFLOPs: 32.21 | 7: iteration 44060/ 60336 | consumed samples: 11279360 | consumed tokens: 23100129280 | elapsed time per iteration (s): 0.37 | learning rate: 5.101E-05 | global batch size: 256 | lm loss: 3.388284E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.294 | TFLOPs: 32.22 | 7: iteration 44070/ 60336 | consumed samples: 11281920 | consumed tokens: 23105372160 | elapsed time per iteration (s): 0.37 | learning rate: 5.097E-05 | global batch size: 256 | lm loss: 3.384374E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.633 | TFLOPs: 32.24 | 7: iteration 44080/ 60336 | consumed samples: 11284480 | consumed tokens: 23110615040 | elapsed time per iteration (s): 0.37 | learning rate: 5.094E-05 | global batch size: 256 | lm loss: 3.379740E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.250 | TFLOPs: 32.22 | 7: iteration 44090/ 60336 | consumed samples: 11287040 | consumed tokens: 23115857920 | elapsed time per iteration (s): 0.37 | learning rate: 5.090E-05 | global batch size: 256 | lm loss: 3.389314E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.302 | TFLOPs: 32.22 | 7: iteration 44100/ 60336 | consumed samples: 11289600 | consumed tokens: 23121100800 | elapsed time per iteration (s): 0.37 | learning rate: 5.087E-05 | global batch size: 256 | lm loss: 3.393548E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.382 | TFLOPs: 32.22 | 7: iteration 44110/ 60336 | consumed samples: 11292160 | consumed tokens: 23126343680 | elapsed time per iteration (s): 0.37 | learning rate: 5.083E-05 | global batch size: 256 | lm loss: 3.380885E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.504 | TFLOPs: 32.23 | 7: iteration 44120/ 60336 | consumed samples: 11294720 | consumed tokens: 23131586560 | elapsed time per iteration (s): 0.37 | learning rate: 5.080E-05 | global batch size: 256 | lm loss: 3.379055E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.531 | TFLOPs: 32.23 | 7: iteration 44130/ 60336 | consumed samples: 11297280 | consumed tokens: 23136829440 | elapsed time per iteration (s): 0.37 | learning rate: 5.076E-05 | global batch size: 256 | lm loss: 3.381612E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.662 | TFLOPs: 32.24 | 7: iteration 44140/ 60336 | consumed samples: 11299840 | consumed tokens: 23142072320 | elapsed time per iteration (s): 0.37 | learning rate: 5.072E-05 | global batch size: 256 | lm loss: 3.383319E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.727 | TFLOPs: 32.24 | 7: iteration 44150/ 60336 | consumed samples: 11302400 | consumed tokens: 23147315200 | elapsed time per iteration (s): 0.37 | learning rate: 5.069E-05 | global batch size: 256 | lm loss: 3.384850E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.969 | TFLOPs: 32.25 | 7: iteration 44160/ 60336 | consumed samples: 11304960 | consumed tokens: 23152558080 | elapsed time per iteration (s): 0.37 | learning rate: 5.065E-05 | global batch size: 256 | lm loss: 3.382373E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.426 | TFLOPs: 32.23 | 7: iteration 44170/ 60336 | consumed samples: 11307520 | consumed tokens: 23157800960 | elapsed time per iteration (s): 0.37 | learning rate: 5.062E-05 | global batch size: 256 | lm loss: 3.385754E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.761 | TFLOPs: 32.24 | 7: iteration 44180/ 60336 | consumed samples: 11310080 | consumed tokens: 23163043840 | elapsed time per iteration (s): 0.37 | learning rate: 5.058E-05 | global batch size: 256 | lm loss: 3.383707E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.769 | TFLOPs: 32.24 | 7: iteration 44190/ 60336 | consumed samples: 11312640 | consumed tokens: 23168286720 | elapsed time per iteration (s): 0.37 | learning rate: 5.055E-05 | global batch size: 256 | lm loss: 3.380619E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.735 | TFLOPs: 32.24 | 7: iteration 44200/ 60336 | consumed samples: 11315200 | consumed tokens: 23173529600 | elapsed time per iteration (s): 0.37 | learning rate: 5.051E-05 | global batch size: 256 | lm loss: 3.390025E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.885 | TFLOPs: 32.25 | 7: iteration 44210/ 60336 | consumed samples: 11317760 | consumed tokens: 23178772480 | elapsed time per iteration (s): 0.37 | learning rate: 5.048E-05 | global batch size: 256 | lm loss: 3.379834E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.584 | TFLOPs: 32.23 | 7: iteration 44220/ 60336 | consumed samples: 11320320 | consumed tokens: 23184015360 | elapsed time per iteration (s): 0.37 | learning rate: 5.044E-05 | global batch size: 256 | lm loss: 3.374999E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.878 | TFLOPs: 32.15 | 7: iteration 44230/ 60336 | consumed samples: 11322880 | consumed tokens: 23189258240 | elapsed time per iteration (s): 0.37 | learning rate: 5.040E-05 | global batch size: 256 | lm loss: 3.382440E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.468 | TFLOPs: 32.23 | 7: iteration 44240/ 60336 | consumed samples: 11325440 | consumed tokens: 23194501120 | elapsed time per iteration (s): 0.37 | learning rate: 5.037E-05 | global batch size: 256 | lm loss: 3.383290E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.645 | TFLOPs: 32.24 | 7: iteration 44250/ 60336 | consumed samples: 11328000 | consumed tokens: 23199744000 | elapsed time per iteration (s): 0.37 | learning rate: 5.033E-05 | global batch size: 256 | lm loss: 3.382526E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.495 | TFLOPs: 32.23 | 7: iteration 44260/ 60336 | consumed samples: 11330560 | consumed tokens: 23204986880 | elapsed time per iteration (s): 0.37 | learning rate: 5.030E-05 | global batch size: 256 | lm loss: 3.379554E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.533 | TFLOPs: 32.23 | 7: iteration 44270/ 60336 | consumed samples: 11333120 | consumed tokens: 23210229760 | elapsed time per iteration (s): 0.37 | learning rate: 5.026E-05 | global batch size: 256 | lm loss: 3.373813E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.461 | TFLOPs: 32.23 | 7: iteration 44280/ 60336 | consumed samples: 11335680 | consumed tokens: 23215472640 | elapsed time per iteration (s): 0.37 | learning rate: 5.023E-05 | global batch size: 256 | lm loss: 3.380355E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.656 | TFLOPs: 32.24 | 7: iteration 44290/ 60336 | consumed samples: 11338240 | consumed tokens: 23220715520 | elapsed time per iteration (s): 0.37 | learning rate: 5.019E-05 | global batch size: 256 | lm loss: 3.381896E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.786 | TFLOPs: 32.24 | 7: iteration 44300/ 60336 | consumed samples: 11340800 | consumed tokens: 23225958400 | elapsed time per iteration (s): 0.37 | learning rate: 5.016E-05 | global batch size: 256 | lm loss: 3.379320E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.809 | TFLOPs: 32.24 | 7: iteration 44310/ 60336 | consumed samples: 11343360 | consumed tokens: 23231201280 | elapsed time per iteration (s): 0.37 | learning rate: 5.012E-05 | global batch size: 256 | lm loss: 3.385523E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.608 | TFLOPs: 32.24 | 7: iteration 44320/ 60336 | consumed samples: 11345920 | consumed tokens: 23236444160 | elapsed time per iteration (s): 0.37 | learning rate: 5.009E-05 | global batch size: 256 | lm loss: 3.381708E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.630 | TFLOPs: 32.24 | 7: iteration 44330/ 60336 | consumed samples: 11348480 | consumed tokens: 23241687040 | elapsed time per iteration (s): 0.37 | learning rate: 5.005E-05 | global batch size: 256 | lm loss: 3.381071E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.435 | TFLOPs: 32.23 | 7: iteration 44340/ 60336 | consumed samples: 11351040 | consumed tokens: 23246929920 | elapsed time per iteration (s): 0.37 | learning rate: 5.002E-05 | global batch size: 256 | lm loss: 3.380204E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.074 | TFLOPs: 32.21 | 7: iteration 44350/ 60336 | consumed samples: 11353600 | consumed tokens: 23252172800 | elapsed time per iteration (s): 0.37 | learning rate: 4.998E-05 | global batch size: 256 | lm loss: 3.383641E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.211 | TFLOPs: 32.22 | 7: iteration 44360/ 60336 | consumed samples: 11356160 | consumed tokens: 23257415680 | elapsed time per iteration (s): 0.37 | learning rate: 4.994E-05 | global batch size: 256 | lm loss: 3.386221E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.161 | TFLOPs: 32.21 | 7: iteration 44370/ 60336 | consumed samples: 11358720 | consumed tokens: 23262658560 | elapsed time per iteration (s): 0.37 | learning rate: 4.991E-05 | global batch size: 256 | lm loss: 3.379828E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.979 | TFLOPs: 32.21 | 7: iteration 44380/ 60336 | consumed samples: 11361280 | consumed tokens: 23267901440 | elapsed time per iteration (s): 0.37 | learning rate: 4.987E-05 | global batch size: 256 | lm loss: 3.384667E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.343 | TFLOPs: 32.22 | 7: iteration 44390/ 60336 | consumed samples: 11363840 | consumed tokens: 23273144320 | elapsed time per iteration (s): 0.37 | learning rate: 4.984E-05 | global batch size: 256 | lm loss: 3.383724E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.975 | TFLOPs: 32.21 | 7: iteration 44400/ 60336 | consumed samples: 11366400 | consumed tokens: 23278387200 | elapsed time per iteration (s): 0.37 | learning rate: 4.980E-05 | global batch size: 256 | lm loss: 3.382742E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.076 | TFLOPs: 32.21 | 7: iteration 44410/ 60336 | consumed samples: 11368960 | consumed tokens: 23283630080 | elapsed time per iteration (s): 0.37 | learning rate: 4.977E-05 | global batch size: 256 | lm loss: 3.378568E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.784 | TFLOPs: 32.20 | 7: iteration 44420/ 60336 | consumed samples: 11371520 | consumed tokens: 23288872960 | elapsed time per iteration (s): 0.37 | learning rate: 4.973E-05 | global batch size: 256 | lm loss: 3.372352E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.234 | TFLOPs: 32.22 | 7: iteration 44430/ 60336 | consumed samples: 11374080 | consumed tokens: 23294115840 | elapsed time per iteration (s): 0.37 | learning rate: 4.970E-05 | global batch size: 256 | lm loss: 3.376745E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.250 | TFLOPs: 32.22 | 7: iteration 44440/ 60336 | consumed samples: 11376640 | consumed tokens: 23299358720 | elapsed time per iteration (s): 0.37 | learning rate: 4.966E-05 | global batch size: 256 | lm loss: 3.379158E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.152 | TFLOPs: 32.21 | 7: iteration 44450/ 60336 | consumed samples: 11379200 | consumed tokens: 23304601600 | elapsed time per iteration (s): 0.37 | learning rate: 4.963E-05 | global batch size: 256 | lm loss: 3.380776E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.430 | TFLOPs: 32.23 | 7: iteration 44460/ 60336 | consumed samples: 11381760 | consumed tokens: 23309844480 | elapsed time per iteration (s): 0.37 | learning rate: 4.959E-05 | global batch size: 256 | lm loss: 3.380999E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.146 | TFLOPs: 32.21 | 7: iteration 44470/ 60336 | consumed samples: 11384320 | consumed tokens: 23315087360 | elapsed time per iteration (s): 0.37 | learning rate: 4.956E-05 | global batch size: 256 | lm loss: 3.383378E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.209 | TFLOPs: 32.22 | 7: iteration 44480/ 60336 | consumed samples: 11386880 | consumed tokens: 23320330240 | elapsed time per iteration (s): 0.37 | learning rate: 4.952E-05 | global batch size: 256 | lm loss: 3.381502E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.582 | TFLOPs: 32.23 | 7: iteration 44490/ 60336 | consumed samples: 11389440 | consumed tokens: 23325573120 | elapsed time per iteration (s): 0.37 | learning rate: 4.949E-05 | global batch size: 256 | lm loss: 3.383143E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.449 | TFLOPs: 32.23 | 7: iteration 44500/ 60336 | consumed samples: 11392000 | consumed tokens: 23330816000 | elapsed time per iteration (s): 0.37 | learning rate: 4.945E-05 | global batch size: 256 | lm loss: 3.386401E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.167 | TFLOPs: 32.21 | 7: iteration 44510/ 60336 | consumed samples: 11394560 | consumed tokens: 23336058880 | elapsed time per iteration (s): 0.37 | learning rate: 4.942E-05 | global batch size: 256 | lm loss: 3.381339E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.289 | TFLOPs: 32.22 | 7: iteration 44520/ 60336 | consumed samples: 11397120 | consumed tokens: 23341301760 | elapsed time per iteration (s): 0.37 | learning rate: 4.938E-05 | global batch size: 256 | lm loss: 3.380374E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.010 | TFLOPs: 31.93 | 7: iteration 44530/ 60336 | consumed samples: 11399680 | consumed tokens: 23346544640 | elapsed time per iteration (s): 0.37 | learning rate: 4.935E-05 | global batch size: 256 | lm loss: 3.379621E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.529 | TFLOPs: 32.23 | 7: iteration 44540/ 60336 | consumed samples: 11402240 | consumed tokens: 23351787520 | elapsed time per iteration (s): 0.37 | learning rate: 4.931E-05 | global batch size: 256 | lm loss: 3.383936E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.268 | TFLOPs: 32.22 | 7: iteration 44550/ 60336 | consumed samples: 11404800 | consumed tokens: 23357030400 | elapsed time per iteration (s): 0.37 | learning rate: 4.928E-05 | global batch size: 256 | lm loss: 3.380483E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.374 | TFLOPs: 32.22 | 7: iteration 44560/ 60336 | consumed samples: 11407360 | consumed tokens: 23362273280 | elapsed time per iteration (s): 0.37 | learning rate: 4.924E-05 | global batch size: 256 | lm loss: 3.381142E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.580 | TFLOPs: 32.23 | 7: iteration 44570/ 60336 | consumed samples: 11409920 | consumed tokens: 23367516160 | elapsed time per iteration (s): 0.37 | learning rate: 4.921E-05 | global batch size: 256 | lm loss: 3.378044E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.506 | TFLOPs: 32.23 | 7: iteration 44580/ 60336 | consumed samples: 11412480 | consumed tokens: 23372759040 | elapsed time per iteration (s): 0.37 | learning rate: 4.917E-05 | global batch size: 256 | lm loss: 3.377941E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.450 | TFLOPs: 32.23 | 7: iteration 44590/ 60336 | consumed samples: 11415040 | consumed tokens: 23378001920 | elapsed time per iteration (s): 0.37 | learning rate: 4.914E-05 | global batch size: 256 | lm loss: 3.385702E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.106 | TFLOPs: 32.21 | 7: iteration 44600/ 60336 | consumed samples: 11417600 | consumed tokens: 23383244800 | elapsed time per iteration (s): 0.37 | learning rate: 4.910E-05 | global batch size: 256 | lm loss: 3.374011E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.299 | TFLOPs: 31.94 | 7: iteration 44610/ 60336 | consumed samples: 11420160 | consumed tokens: 23388487680 | elapsed time per iteration (s): 0.37 | learning rate: 4.907E-05 | global batch size: 256 | lm loss: 3.383780E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.158 | TFLOPs: 32.21 | 7: iteration 44620/ 60336 | consumed samples: 11422720 | consumed tokens: 23393730560 | elapsed time per iteration (s): 0.37 | learning rate: 4.903E-05 | global batch size: 256 | lm loss: 3.379342E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.043 | TFLOPs: 32.21 | 7: iteration 44630/ 60336 | consumed samples: 11425280 | consumed tokens: 23398973440 | elapsed time per iteration (s): 0.37 | learning rate: 4.900E-05 | global batch size: 256 | lm loss: 3.378668E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.389 | TFLOPs: 32.22 | 7: iteration 44640/ 60336 | consumed samples: 11427840 | consumed tokens: 23404216320 | elapsed time per iteration (s): 0.37 | learning rate: 4.896E-05 | global batch size: 256 | lm loss: 3.385146E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.395 | TFLOPs: 32.23 | 7: iteration 44650/ 60336 | consumed samples: 11430400 | consumed tokens: 23409459200 | elapsed time per iteration (s): 0.37 | learning rate: 4.893E-05 | global batch size: 256 | lm loss: 3.390643E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.309 | TFLOPs: 32.22 | 7: iteration 44660/ 60336 | consumed samples: 11432960 | consumed tokens: 23414702080 | elapsed time per iteration (s): 0.37 | learning rate: 4.889E-05 | global batch size: 256 | lm loss: 3.372832E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.539 | TFLOPs: 32.23 | 7: iteration 44670/ 60336 | consumed samples: 11435520 | consumed tokens: 23419944960 | elapsed time per iteration (s): 0.37 | learning rate: 4.886E-05 | global batch size: 256 | lm loss: 3.378354E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.464 | TFLOPs: 32.23 | 7: iteration 44680/ 60336 | consumed samples: 11438080 | consumed tokens: 23425187840 | elapsed time per iteration (s): 0.37 | learning rate: 4.883E-05 | global batch size: 256 | lm loss: 3.374351E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.128 | TFLOPs: 32.21 | 7: iteration 44690/ 60336 | consumed samples: 11440640 | consumed tokens: 23430430720 | elapsed time per iteration (s): 0.37 | learning rate: 4.879E-05 | global batch size: 256 | lm loss: 3.381727E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.421 | TFLOPs: 32.23 | 7: iteration 44700/ 60336 | consumed samples: 11443200 | consumed tokens: 23435673600 | elapsed time per iteration (s): 0.37 | learning rate: 4.876E-05 | global batch size: 256 | lm loss: 3.371801E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.210 | TFLOPs: 32.22 | 7: iteration 44710/ 60336 | consumed samples: 11445760 | consumed tokens: 23440916480 | elapsed time per iteration (s): 0.37 | learning rate: 4.872E-05 | global batch size: 256 | lm loss: 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batch size: 256 | lm loss: 3.381635E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.148 | TFLOPs: 32.21 | 7: iteration 44950/ 60336 | consumed samples: 11507200 | consumed tokens: 23566745600 | elapsed time per iteration (s): 0.37 | learning rate: 4.789E-05 | global batch size: 256 | lm loss: 3.376490E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.192 | TFLOPs: 32.22 | 7: iteration 44960/ 60336 | consumed samples: 11509760 | consumed tokens: 23571988480 | elapsed time per iteration (s): 0.37 | learning rate: 4.786E-05 | global batch size: 256 | lm loss: 3.381548E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.451 | TFLOPs: 32.23 | 7: iteration 44970/ 60336 | consumed samples: 11512320 | consumed tokens: 23577231360 | elapsed time per iteration (s): 0.37 | learning rate: 4.783E-05 | global batch size: 256 | lm loss: 3.387027E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.254 | TFLOPs: 32.22 | 7: iteration 44980/ 60336 | consumed samples: 11514880 | consumed tokens: 23582474240 | elapsed time per iteration (s): 0.37 | learning rate: 4.779E-05 | global batch size: 256 | lm loss: 3.373919E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.469 | TFLOPs: 32.23 | 7: iteration 44990/ 60336 | consumed samples: 11517440 | consumed tokens: 23587717120 | elapsed time per iteration (s): 0.37 | learning rate: 4.776E-05 | global batch size: 256 | lm loss: 3.384249E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.498 | TFLOPs: 32.23 | 7: iteration 45000/ 60336 | consumed samples: 11520000 | consumed tokens: 23592960000 | elapsed time per iteration (s): 0.37 | learning rate: 4.772E-05 | global batch size: 256 | lm loss: 3.379049E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.142 | TFLOPs: 32.21 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 45000 | lm loss value: 3.949804E+00 | lm loss PPL: 5.192518E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 45000 to checkpoints_146m32b100mdedup 0: [2023-03-17 04:35:32,397] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step45000 is begin to save! 0: [2023-03-17 04:35:32,402] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step45000/layer_01-model_00-model_states.pt... 0: [2023-03-17 04:35:32,502] [INFO] 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checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 3: [2023-03-17 04:35:32,878] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-17 04:35:32,878] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 3: [2023-03-17 04:35:32,880] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt. 3: [2023-03-17 04:35:32,880] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-17 04:35:32,880] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 1: [2023-03-17 04:35:32,722] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] 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checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 3: [2023-03-17 04:35:32,882] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 2: [2023-03-17 04:35:32,723] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 2: [2023-03-17 04:35:32,723] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 2: [2023-03-17 04:35:32,723] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 04:35:32,724] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 3: [2023-03-17 04:35:32,883] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-17 04:35:32,733] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 3: [2023-03-17 04:35:32,892] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 3: [2023-03-17 04:35:32,892] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-17 04:35:32,892] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt 4: [2023-03-17 04:35:32,733] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 4: [2023-03-17 04:35:32,733] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 3: [2023-03-17 04:35:32,892] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-17 04:35:32,892] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 3: [2023-03-17 04:35:32,892] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 6: [2023-03-17 04:35:32,789] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:35:32,789] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:35:32,789] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 3: [2023-03-17 04:35:32,892] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 6: [2023-03-17 04:35:32,789] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-17 04:35:32,789] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-17 04:35:32,789] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-17 04:35:32,789] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 6: [2023-03-17 04:35:32,789] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 6: [2023-03-17 04:35:32,789] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 7: [2023-03-17 04:35:32,730] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-17 04:35:32,730] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 5: [2023-03-17 04:35:32,724] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-17 04:35:32,724] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 5: [2023-03-17 04:35:32,725] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[Torch] Saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 5: [2023-03-17 04:35:32,730] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 5: [2023-03-17 04:35:32,730] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 5: [2023-03-17 04:35:32,730] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt. 5: [2023-03-17 04:35:32,730] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-17 04:35:32,730] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 5: [2023-03-17 04:35:32,730] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 5: [2023-03-17 04:35:32,731] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-17 04:35:32,731] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 0: [2023-03-17 04:35:32,824] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step45000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 04:35:32,824] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step45000 is ready now! 0: successfully saved checkpoint at iteration 45000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 433.90 7: iteration 45010/ 60336 | consumed samples: 11522560 | consumed tokens: 23598202880 | elapsed time per iteration (s): 0.42 | learning rate: 4.769E-05 | global batch size: 256 | lm loss: 3.379317E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 604.539 | TFLOPs: 28.22 | 7: iteration 45020/ 60336 | consumed samples: 11525120 | consumed tokens: 23603445760 | elapsed time per iteration (s): 0.37 | learning rate: 4.765E-05 | global batch size: 256 | lm loss: 3.380136E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.311 | TFLOPs: 32.22 | 7: iteration 45030/ 60336 | consumed samples: 11527680 | consumed tokens: 23608688640 | elapsed time per iteration (s): 0.37 | learning rate: 4.762E-05 | global batch size: 256 | lm loss: 3.381953E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.525 | TFLOPs: 32.23 | 7: iteration 45040/ 60336 | consumed samples: 11530240 | consumed tokens: 23613931520 | elapsed time per iteration (s): 0.37 | learning rate: 4.759E-05 | global batch size: 256 | lm loss: 3.384969E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.987 | TFLOPs: 32.07 | 7: iteration 45050/ 60336 | consumed samples: 11532800 | consumed tokens: 23619174400 | elapsed time per iteration (s): 0.37 | learning rate: 4.755E-05 | global batch size: 256 | lm loss: 3.377581E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.382 | TFLOPs: 32.22 | 7: iteration 45060/ 60336 | consumed samples: 11535360 | consumed tokens: 23624417280 | elapsed time per iteration (s): 0.37 | learning rate: 4.752E-05 | global batch size: 256 | lm loss: 3.381600E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.501 | TFLOPs: 32.23 | 7: iteration 45070/ 60336 | consumed samples: 11537920 | consumed tokens: 23629660160 | elapsed time per iteration (s): 0.37 | learning rate: 4.748E-05 | global batch size: 256 | lm loss: 3.379507E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.344 | TFLOPs: 32.22 | 7: iteration 45080/ 60336 | consumed samples: 11540480 | consumed tokens: 23634903040 | elapsed time per iteration (s): 0.37 | learning rate: 4.745E-05 | global batch size: 256 | lm loss: 3.379818E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.253 | TFLOPs: 32.22 | 7: iteration 45090/ 60336 | consumed samples: 11543040 | consumed tokens: 23640145920 | elapsed time per iteration (s): 0.37 | learning rate: 4.742E-05 | global batch size: 256 | lm loss: 3.384153E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.909 | TFLOPs: 32.20 | 7: iteration 45100/ 60336 | consumed samples: 11545600 | consumed tokens: 23645388800 | elapsed time per iteration (s): 0.37 | learning rate: 4.738E-05 | global batch size: 256 | lm loss: 3.372905E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.432 | TFLOPs: 32.23 | 7: iteration 45110/ 60336 | consumed samples: 11548160 | consumed tokens: 23650631680 | elapsed time per iteration (s): 0.37 | learning rate: 4.735E-05 | global batch size: 256 | lm loss: 3.374845E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.538 | TFLOPs: 32.23 | 7: iteration 45120/ 60336 | consumed samples: 11550720 | consumed tokens: 23655874560 | elapsed time per iteration (s): 0.37 | learning rate: 4.731E-05 | global batch size: 256 | lm loss: 3.376357E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.022 | TFLOPs: 32.25 | 7: iteration 45130/ 60336 | consumed samples: 11553280 | consumed tokens: 23661117440 | elapsed time per iteration (s): 0.37 | learning rate: 4.728E-05 | global batch size: 256 | lm loss: 3.383275E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.816 | TFLOPs: 32.24 | 7: iteration 45140/ 60336 | consumed samples: 11555840 | consumed tokens: 23666360320 | elapsed time per iteration (s): 0.37 | learning rate: 4.725E-05 | global batch size: 256 | lm loss: 3.377195E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.029 | TFLOPs: 32.25 | 7: iteration 45150/ 60336 | consumed samples: 11558400 | consumed tokens: 23671603200 | elapsed time per iteration (s): 0.37 | learning rate: 4.721E-05 | global batch size: 256 | lm loss: 3.379428E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.820 | TFLOPs: 32.24 | 7: iteration 45160/ 60336 | consumed samples: 11560960 | consumed tokens: 23676846080 | elapsed time per iteration (s): 0.37 | learning rate: 4.718E-05 | global batch size: 256 | lm loss: 3.381232E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.597 | TFLOPs: 32.23 | 7: iteration 45170/ 60336 | consumed samples: 11563520 | consumed tokens: 23682088960 | elapsed time per iteration (s): 0.37 | learning rate: 4.714E-05 | global batch size: 256 | lm loss: 3.381093E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.369 | TFLOPs: 32.22 | 7: iteration 45180/ 60336 | consumed samples: 11566080 | consumed tokens: 23687331840 | elapsed time per iteration (s): 0.37 | learning rate: 4.711E-05 | global batch size: 256 | lm loss: 3.382144E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.877 | TFLOPs: 32.25 | 7: iteration 45190/ 60336 | consumed samples: 11568640 | consumed tokens: 23692574720 | elapsed time per iteration (s): 0.37 | learning rate: 4.708E-05 | global batch size: 256 | lm loss: 3.375379E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.887 | TFLOPs: 32.25 | 7: iteration 45200/ 60336 | consumed samples: 11571200 | consumed tokens: 23697817600 | elapsed time per iteration (s): 0.37 | learning rate: 4.704E-05 | global batch size: 256 | lm loss: 3.374114E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.947 | TFLOPs: 32.25 | 7: iteration 45210/ 60336 | consumed samples: 11573760 | consumed tokens: 23703060480 | elapsed time per iteration (s): 0.37 | learning rate: 4.701E-05 | global batch size: 256 | lm loss: 3.383637E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.972 | TFLOPs: 32.25 | 7: iteration 45220/ 60336 | consumed samples: 11576320 | consumed tokens: 23708303360 | elapsed time per iteration (s): 0.37 | learning rate: 4.698E-05 | global batch size: 256 | lm loss: 3.386301E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.806 | TFLOPs: 32.24 | 7: iteration 45230/ 60336 | consumed samples: 11578880 | consumed tokens: 23713546240 | elapsed time per iteration (s): 0.37 | learning rate: 4.694E-05 | global batch size: 256 | lm loss: 3.381760E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.011 | TFLOPs: 32.25 | 7: iteration 45240/ 60336 | consumed samples: 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7: iteration 45270/ 60336 | consumed samples: 11589120 | consumed tokens: 23734517760 | elapsed time per iteration (s): 0.37 | learning rate: 4.681E-05 | global batch size: 256 | lm loss: 3.374147E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.744 | TFLOPs: 32.24 | 7: iteration 45280/ 60336 | consumed samples: 11591680 | consumed tokens: 23739760640 | elapsed time per iteration (s): 0.37 | learning rate: 4.677E-05 | global batch size: 256 | lm loss: 3.381694E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.831 | TFLOPs: 32.25 | 7: iteration 45290/ 60336 | consumed samples: 11594240 | consumed tokens: 23745003520 | elapsed time per iteration (s): 0.37 | learning rate: 4.674E-05 | global batch size: 256 | lm loss: 3.374670E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.776 | TFLOPs: 32.24 | 7: iteration 45300/ 60336 | consumed samples: 11596800 | consumed tokens: 23750246400 | elapsed time per iteration (s): 0.37 | learning rate: 4.671E-05 | global batch size: 256 | lm loss: 3.374967E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.898 | TFLOPs: 32.25 | 7: iteration 45310/ 60336 | consumed samples: 11599360 | consumed tokens: 23755489280 | elapsed time per iteration (s): 0.37 | learning rate: 4.667E-05 | global batch size: 256 | lm loss: 3.372105E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.961 | TFLOPs: 32.25 | 7: iteration 45320/ 60336 | consumed samples: 11601920 | consumed tokens: 23760732160 | elapsed time per iteration (s): 0.37 | learning rate: 4.664E-05 | global batch size: 256 | lm loss: 3.377871E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.644 | TFLOPs: 32.24 | 7: iteration 45330/ 60336 | consumed samples: 11604480 | consumed tokens: 23765975040 | elapsed time per iteration (s): 0.37 | learning rate: 4.660E-05 | global batch size: 256 | lm loss: 3.378931E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.998 | TFLOPs: 32.25 | 7: iteration 45340/ 60336 | consumed samples: 11607040 | consumed tokens: 23771217920 | elapsed time per iteration (s): 0.37 | learning rate: 4.657E-05 | global batch size: 256 | lm loss: 3.380790E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.609 | TFLOPs: 32.24 | 7: iteration 45350/ 60336 | consumed samples: 11609600 | consumed tokens: 23776460800 | elapsed time per iteration (s): 0.37 | learning rate: 4.654E-05 | global batch size: 256 | lm loss: 3.374571E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.047 | TFLOPs: 32.26 | 7: iteration 45360/ 60336 | consumed samples: 11612160 | consumed tokens: 23781703680 | elapsed time per iteration (s): 0.37 | learning rate: 4.650E-05 | global batch size: 256 | lm loss: 3.380170E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.017 | TFLOPs: 32.25 | 7: iteration 45370/ 60336 | consumed samples: 11614720 | consumed tokens: 23786946560 | elapsed time per iteration (s): 0.37 | learning rate: 4.647E-05 | global batch size: 256 | lm loss: 3.376208E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.936 | TFLOPs: 32.25 | 7: iteration 45380/ 60336 | consumed samples: 11617280 | consumed tokens: 23792189440 | elapsed time per iteration (s): 0.37 | learning rate: 4.644E-05 | global 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60336 | consumed samples: 11640320 | consumed tokens: 23839375360 | elapsed time per iteration (s): 0.37 | learning rate: 4.614E-05 | global batch size: 256 | lm loss: 3.378708E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.913 | TFLOPs: 32.25 | 7: iteration 45480/ 60336 | consumed samples: 11642880 | consumed tokens: 23844618240 | elapsed time per iteration (s): 0.37 | learning rate: 4.610E-05 | global batch size: 256 | lm loss: 3.385443E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.938 | TFLOPs: 32.25 | 7: iteration 45490/ 60336 | consumed samples: 11645440 | consumed tokens: 23849861120 | elapsed time per iteration (s): 0.37 | learning rate: 4.607E-05 | global batch size: 256 | lm loss: 3.379123E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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number of nan iterations: 0 | samples per second: 686.571 | TFLOPs: 32.05 | 7: iteration 45530/ 60336 | consumed samples: 11655680 | consumed tokens: 23870832640 | elapsed time per iteration (s): 0.37 | learning rate: 4.594E-05 | global batch size: 256 | lm loss: 3.376792E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.120 | TFLOPs: 32.26 | 7: iteration 45540/ 60336 | consumed samples: 11658240 | consumed tokens: 23876075520 | elapsed time per iteration (s): 0.38 | learning rate: 4.590E-05 | global batch size: 256 | lm loss: 3.374941E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.063 | TFLOPs: 31.51 | 7: iteration 45550/ 60336 | consumed samples: 11660800 | consumed tokens: 23881318400 | elapsed time per iteration (s): 0.37 | learning rate: 4.587E-05 | global batch size: 256 | lm loss: 3.381025E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.559 | TFLOPs: 32.09 | 7: iteration 45560/ 60336 | consumed samples: 11663360 | consumed tokens: 23886561280 | elapsed time per iteration (s): 0.37 | learning rate: 4.584E-05 | global batch size: 256 | lm loss: 3.378585E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.918 | TFLOPs: 32.25 | 7: iteration 45570/ 60336 | consumed samples: 11665920 | consumed tokens: 23891804160 | elapsed time per iteration (s): 0.37 | learning rate: 4.580E-05 | global batch size: 256 | lm loss: 3.375135E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.858 | TFLOPs: 31.97 | 7: iteration 45580/ 60336 | consumed samples: 11668480 | consumed tokens: 23897047040 | elapsed time per iteration (s): 0.37 | learning rate: 4.577E-05 | global batch size: 256 | lm loss: 3.375710E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.732 | TFLOPs: 32.24 | 7: iteration 45590/ 60336 | consumed samples: 11671040 | consumed tokens: 23902289920 | elapsed time per iteration (s): 0.37 | learning rate: 4.574E-05 | global batch size: 256 | lm loss: 3.380655E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.329 | TFLOPs: 32.22 | 7: iteration 45600/ 60336 | consumed samples: 11673600 | consumed tokens: 23907532800 | elapsed time per iteration (s): 0.37 | learning rate: 4.570E-05 | global batch size: 256 | lm loss: 3.379501E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.518 | TFLOPs: 32.23 | 7: iteration 45610/ 60336 | consumed samples: 11676160 | consumed tokens: 23912775680 | elapsed time per iteration (s): 0.37 | learning rate: 4.567E-05 | global batch size: 256 | lm loss: 3.377975E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.950 | TFLOPs: 32.25 | 7: iteration 45620/ 60336 | consumed samples: 11678720 | consumed tokens: 23918018560 | elapsed time per iteration (s): 0.37 | learning rate: 4.564E-05 | global batch size: 256 | lm loss: 3.376750E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.777 | TFLOPs: 32.24 | 7: iteration 45630/ 60336 | consumed samples: 11681280 | consumed tokens: 23923261440 | elapsed time per iteration (s): 0.37 | learning rate: 4.560E-05 | global batch size: 256 | lm loss: 3.384720E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.806 | TFLOPs: 32.15 | 7: iteration 45640/ 60336 | consumed samples: 11683840 | consumed tokens: 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consumed samples: 11691520 | consumed tokens: 23944232960 | elapsed time per iteration (s): 0.37 | learning rate: 4.547E-05 | global batch size: 256 | lm loss: 3.373856E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.586 | TFLOPs: 32.23 | 7: iteration 45680/ 60336 | consumed samples: 11694080 | consumed tokens: 23949475840 | elapsed time per iteration (s): 0.37 | learning rate: 4.544E-05 | global batch size: 256 | lm loss: 3.387754E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.633 | TFLOPs: 32.24 | 7: iteration 45690/ 60336 | consumed samples: 11696640 | consumed tokens: 23954718720 | elapsed time per iteration (s): 0.37 | learning rate: 4.541E-05 | global batch size: 256 | lm loss: 3.377024E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.512 | TFLOPs: 32.23 | 7: iteration 45700/ 60336 | consumed samples: 11699200 | consumed tokens: 23959961600 | elapsed time per iteration (s): 0.37 | learning rate: 4.537E-05 | global batch size: 256 | lm loss: 3.375127E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.664 | TFLOPs: 32.24 | 7: iteration 45710/ 60336 | consumed samples: 11701760 | consumed tokens: 23965204480 | elapsed time per iteration (s): 0.37 | learning rate: 4.534E-05 | global batch size: 256 | lm loss: 3.376907E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.697 | TFLOPs: 32.24 | 7: iteration 45720/ 60336 | consumed samples: 11704320 | consumed tokens: 23970447360 | elapsed time per iteration (s): 0.37 | learning rate: 4.531E-05 | global batch size: 256 | lm loss: 3.375267E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.804 | TFLOPs: 32.24 | 7: iteration 45730/ 60336 | consumed samples: 11706880 | consumed tokens: 23975690240 | elapsed time per iteration (s): 0.37 | learning rate: 4.528E-05 | global batch size: 256 | lm loss: 3.383883E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.494 | TFLOPs: 32.23 | 7: iteration 45740/ 60336 | consumed samples: 11709440 | consumed tokens: 23980933120 | elapsed time per iteration (s): 0.37 | learning rate: 4.524E-05 | global batch size: 256 | lm loss: 3.378881E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.468 | TFLOPs: 32.23 | 7: iteration 45750/ 60336 | consumed samples: 11712000 | consumed tokens: 23986176000 | elapsed time per iteration (s): 0.37 | learning rate: 4.521E-05 | global batch size: 256 | lm loss: 3.381558E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.985 | TFLOPs: 32.25 | 7: iteration 45760/ 60336 | consumed samples: 11714560 | consumed tokens: 23991418880 | elapsed time per iteration (s): 0.37 | learning rate: 4.518E-05 | global batch size: 256 | lm loss: 3.378538E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.704 | TFLOPs: 32.24 | 7: iteration 45770/ 60336 | consumed samples: 11717120 | consumed tokens: 23996661760 | elapsed time per iteration (s): 0.37 | learning rate: 4.514E-05 | global batch size: 256 | lm loss: 3.383006E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.349 | TFLOPs: 32.22 | 7: iteration 45780/ 60336 | consumed samples: 11719680 | consumed tokens: 24001904640 | elapsed time per iteration (s): 0.37 | learning rate: 4.511E-05 | global batch size: 256 | lm loss: 3.380330E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.573 | TFLOPs: 32.23 | 7: iteration 45790/ 60336 | consumed samples: 11722240 | consumed tokens: 24007147520 | elapsed time per iteration (s): 0.37 | learning rate: 4.508E-05 | global batch size: 256 | lm loss: 3.377354E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.150 | TFLOPs: 32.21 | 7: iteration 45800/ 60336 | consumed samples: 11724800 | consumed tokens: 24012390400 | elapsed time per iteration (s): 0.37 | learning rate: 4.505E-05 | global batch size: 256 | lm loss: 3.375266E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.592 | TFLOPs: 32.23 | 7: iteration 45810/ 60336 | consumed samples: 11727360 | consumed tokens: 24017633280 | elapsed time per iteration (s): 0.37 | learning rate: 4.501E-05 | global batch size: 256 | lm loss: 3.370439E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.454 | TFLOPs: 32.23 | 7: iteration 45820/ 60336 | consumed samples: 11729920 | consumed tokens: 24022876160 | elapsed time per iteration (s): 0.37 | learning rate: 4.498E-05 | global batch size: 256 | lm loss: 3.372882E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.303 | TFLOPs: 32.22 | 7: iteration 45830/ 60336 | consumed samples: 11732480 | consumed tokens: 24028119040 | elapsed time per iteration (s): 0.37 | learning rate: 4.495E-05 | global batch size: 256 | lm loss: 3.376496E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.531 | TFLOPs: 31.95 | 7: iteration 45840/ 60336 | consumed samples: 11735040 | consumed tokens: 24033361920 | elapsed 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samples per second: 684.969 | TFLOPs: 31.97 | 7: iteration 45930/ 60336 | consumed samples: 11758080 | consumed tokens: 24080547840 | elapsed time per iteration (s): 0.37 | learning rate: 4.462E-05 | global batch size: 256 | lm loss: 3.382444E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.504 | TFLOPs: 32.23 | 7: iteration 45940/ 60336 | consumed samples: 11760640 | consumed tokens: 24085790720 | elapsed time per iteration (s): 0.37 | learning rate: 4.459E-05 | global batch size: 256 | lm loss: 3.374010E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.895 | TFLOPs: 32.25 | 7: iteration 45950/ 60336 | consumed samples: 11763200 | consumed tokens: 24091033600 | elapsed time per iteration (s): 0.37 | learning rate: 4.456E-05 | global batch size: 256 | lm loss: 3.378159E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.907 | TFLOPs: 32.25 | 7: iteration 45960/ 60336 | consumed samples: 11765760 | consumed tokens: 24096276480 | elapsed time per iteration (s): 0.37 | learning rate: 4.452E-05 | global batch size: 256 | lm loss: 3.379868E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.224 | TFLOPs: 32.26 | 7: iteration 45970/ 60336 | consumed samples: 11768320 | consumed tokens: 24101519360 | elapsed time per iteration (s): 0.37 | learning rate: 4.449E-05 | global batch size: 256 | lm loss: 3.383421E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.232 | TFLOPs: 32.08 | 7: iteration 45980/ 60336 | consumed samples: 11770880 | consumed tokens: 24106762240 | elapsed time per iteration (s): 0.37 | learning rate: 4.446E-05 | global batch size: 256 | lm loss: 3.378949E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.885 | TFLOPs: 32.25 | 7: iteration 45990/ 60336 | consumed samples: 11773440 | consumed tokens: 24112005120 | elapsed time per iteration (s): 0.37 | learning rate: 4.443E-05 | global batch size: 256 | lm loss: 3.376852E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.077 | TFLOPs: 32.26 | 0: [2023-03-17 04:41:43,723] [INFO] [logging.py:68:log_dist] [Rank 0] step=46000, skipped=0, lr=[4.4393545006704866e-05, 4.4393545006704866e-05, 4.4393545006704866e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 46000/ 60336 | consumed samples: 11776000 | consumed tokens: 24117248000 | elapsed time per iteration (s): 0.37 | learning rate: 4.439E-05 | global batch size: 256 | lm loss: 3.376243E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.665 | TFLOPs: 32.24 | 0: steps: 46000 loss: 3.3804 iter time (s): 0.369 samples/sec: 693.462 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 46000 | lm loss value: 3.951539E+00 | lm loss PPL: 5.201533E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 46000 to checkpoints_146m32b100mdedup 0: [2023-03-17 04:41:43,847] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step46000 is begin to save! 0: [2023-03-17 04:41:43,851] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step46000/layer_01-model_00-model_states.pt... 0: [2023-03-17 04:41:43,944] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step46000/layer_01-model_00-model_states.pt. 0: [2023-03-17 04:41:43,945] 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checkpoints_146m32b100mdedup/global_step46000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:41:44,243] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step46000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:41:44,243] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step46000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-17 04:41:44,243] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step46000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-17 04:41:44,243] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step46000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-17 04:41:44,243] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step46000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-17 04:41:44,243] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 6: [2023-03-17 04:41:44,243] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 6: [2023-03-17 04:41:44,243] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 6: [2023-03-17 04:41:44,243] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 6: [2023-03-17 04:41:44,244] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step46000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:41:44,244] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step46000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-17 04:41:44,244] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 6: [2023-03-17 04:41:44,244] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step46000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:41:44,244] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step46000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-17 04:41:44,244] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 6: [2023-03-17 04:41:44,244] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step46000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:41:44,244] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step46000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-17 04:41:44,244] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 6: [2023-03-17 04:41:44,249] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step46000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:41:44,249] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step46000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-17 04:41:44,249] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step46000 is ready now! 0: successfully saved checkpoint at iteration 46000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 422.37 7: iteration 46010/ 60336 | consumed samples: 11778560 | consumed tokens: 24122490880 | elapsed time per iteration (s): 0.43 | learning rate: 4.436E-05 | global batch size: 256 | lm loss: 3.372074E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 602.207 | TFLOPs: 28.11 | 7: iteration 46020/ 60336 | consumed samples: 11781120 | consumed tokens: 24127733760 | elapsed time per iteration (s): 0.37 | learning rate: 4.433E-05 | global batch size: 256 | lm loss: 3.376577E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.888 | TFLOPs: 32.25 | 7: iteration 46030/ 60336 | consumed samples: 11783680 | consumed tokens: 24132976640 | elapsed time per iteration (s): 0.37 | learning rate: 4.430E-05 | global batch size: 256 | lm loss: 3.372011E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.819 | TFLOPs: 32.24 | 7: iteration 46040/ 60336 | consumed samples: 11786240 | consumed tokens: 24138219520 | elapsed time per iteration (s): 0.37 | learning rate: 4.426E-05 | global batch size: 256 | lm loss: 3.381752E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.477 | TFLOPs: 32.23 | 7: iteration 46050/ 60336 | consumed samples: 11788800 | consumed tokens: 24143462400 | elapsed time per iteration (s): 0.37 | learning rate: 4.423E-05 | global batch size: 256 | lm loss: 3.383015E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.491 | TFLOPs: 32.23 | 7: iteration 46060/ 60336 | consumed samples: 11791360 | consumed tokens: 24148705280 | elapsed time per iteration (s): 0.37 | learning rate: 4.420E-05 | global batch size: 256 | lm loss: 3.381453E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.536 | TFLOPs: 32.23 | 7: iteration 46070/ 60336 | consumed samples: 11793920 | consumed tokens: 24153948160 | elapsed time per iteration (s): 0.37 | learning rate: 4.417E-05 | global batch size: 256 | lm loss: 3.368774E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.734 | TFLOPs: 32.24 | 7: iteration 46080/ 60336 | consumed samples: 11796480 | consumed tokens: 24159191040 | elapsed time per iteration (s): 0.37 | learning rate: 4.413E-05 | global batch size: 256 | lm loss: 3.378780E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.316 | TFLOPs: 32.22 | 7: iteration 46090/ 60336 | consumed samples: 11799040 | consumed tokens: 24164433920 | elapsed time per iteration (s): 0.37 | learning rate: 4.410E-05 | global batch size: 256 | lm loss: 3.374519E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.431 | TFLOPs: 32.18 | 7: iteration 46100/ 60336 | consumed samples: 11801600 | consumed tokens: 24169676800 | elapsed time per iteration (s): 0.37 | learning rate: 4.407E-05 | global batch size: 256 | lm loss: 3.377272E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.478 | TFLOPs: 32.23 | 7: iteration 46110/ 60336 | consumed samples: 11804160 | consumed tokens: 24174919680 | elapsed time per iteration (s): 0.37 | learning rate: 4.404E-05 | global batch size: 256 | lm loss: 3.377256E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.111 | TFLOPs: 32.26 | 7: iteration 46120/ 60336 | consumed samples: 11806720 | consumed tokens: 24180162560 | elapsed time per iteration (s): 0.37 | learning rate: 4.401E-05 | global batch size: 256 | lm loss: 3.376817E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.797 | TFLOPs: 32.24 | 7: iteration 46130/ 60336 | consumed samples: 11809280 | consumed tokens: 24185405440 | elapsed time per iteration (s): 0.37 | learning rate: 4.397E-05 | global batch size: 256 | lm loss: 3.382671E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.931 | TFLOPs: 32.25 | 7: iteration 46140/ 60336 | consumed samples: 11811840 | consumed tokens: 24190648320 | elapsed time per iteration (s): 0.37 | learning rate: 4.394E-05 | global batch size: 256 | lm loss: 3.373137E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.757 | TFLOPs: 32.24 | 7: iteration 46150/ 60336 | consumed samples: 11814400 | consumed tokens: 24195891200 | elapsed time per iteration (s): 0.37 | learning rate: 4.391E-05 | global batch size: 256 | lm loss: 3.368673E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.081 | TFLOPs: 32.26 | 7: iteration 46160/ 60336 | consumed samples: 11816960 | consumed tokens: 24201134080 | elapsed time per iteration (s): 0.37 | learning rate: 4.388E-05 | global batch size: 256 | lm loss: 3.374664E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.072 | TFLOPs: 32.26 | 7: iteration 46170/ 60336 | consumed samples: 11819520 | consumed tokens: 24206376960 | elapsed time per iteration (s): 0.37 | learning rate: 4.385E-05 | global batch size: 256 | lm loss: 3.373807E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.655 | TFLOPs: 32.24 | 7: iteration 46180/ 60336 | consumed samples: 11822080 | consumed tokens: 24211619840 | elapsed time per iteration (s): 0.37 | learning rate: 4.381E-05 | global batch size: 256 | lm loss: 3.376121E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.678 | TFLOPs: 32.24 | 7: iteration 46190/ 60336 | consumed samples: 11824640 | consumed tokens: 24216862720 | elapsed time per iteration (s): 0.37 | learning rate: 4.378E-05 | global batch size: 256 | lm loss: 3.375562E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.849 | TFLOPs: 32.25 | 7: iteration 46200/ 60336 | consumed samples: 11827200 | consumed tokens: 24222105600 | elapsed time per iteration (s): 0.37 | learning rate: 4.375E-05 | global batch size: 256 | lm loss: 3.378379E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.916 | TFLOPs: 32.25 | 7: iteration 46210/ 60336 | consumed samples: 11829760 | consumed tokens: 24227348480 | elapsed time per iteration (s): 0.37 | learning rate: 4.372E-05 | global batch size: 256 | lm loss: 3.378170E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.860 | TFLOPs: 32.25 | 7: iteration 46220/ 60336 | consumed samples: 11832320 | consumed tokens: 24232591360 | elapsed time per iteration (s): 0.37 | learning rate: 4.369E-05 | global batch size: 256 | lm loss: 3.377560E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.070 | TFLOPs: 32.26 | 7: iteration 46230/ 60336 | consumed samples: 11834880 | consumed tokens: 24237834240 | elapsed time per iteration (s): 0.37 | learning rate: 4.365E-05 | global batch size: 256 | lm loss: 3.370987E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.053 | TFLOPs: 32.26 | 7: iteration 46240/ 60336 | consumed samples: 11837440 | consumed tokens: 24243077120 | elapsed time per iteration (s): 0.37 | learning rate: 4.362E-05 | global batch size: 256 | lm loss: 3.377107E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.106 | TFLOPs: 32.26 | 7: iteration 46250/ 60336 | consumed samples: 11840000 | consumed tokens: 24248320000 | elapsed time per iteration (s): 0.37 | learning rate: 4.359E-05 | global batch size: 256 | lm loss: 3.375118E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.799 | TFLOPs: 32.24 | 7: iteration 46260/ 60336 | consumed samples: 11842560 | consumed tokens: 24253562880 | elapsed time per iteration (s): 0.37 | learning rate: 4.356E-05 | global batch size: 256 | lm loss: 3.369123E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.207 | TFLOPs: 32.03 | 7: iteration 46270/ 60336 | consumed samples: 11845120 | consumed tokens: 24258805760 | elapsed time per iteration (s): 0.37 | learning rate: 4.353E-05 | global batch size: 256 | lm loss: 3.376978E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.152 | TFLOPs: 32.26 | 7: iteration 46280/ 60336 | consumed samples: 11847680 | consumed tokens: 24264048640 | elapsed time per iteration (s): 0.37 | learning rate: 4.349E-05 | global batch size: 256 | lm loss: 3.370542E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.108 | TFLOPs: 32.26 | 7: iteration 46290/ 60336 | consumed samples: 11850240 | consumed tokens: 24269291520 | elapsed time per iteration (s): 0.37 | learning rate: 4.346E-05 | global batch size: 256 | lm loss: 3.374075E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.894 | TFLOPs: 32.25 | 7: iteration 46300/ 60336 | consumed samples: 11852800 | consumed tokens: 24274534400 | elapsed time per iteration (s): 0.37 | learning rate: 4.343E-05 | global batch size: 256 | lm loss: 3.372028E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.713 | TFLOPs: 32.24 | 7: iteration 46310/ 60336 | consumed samples: 11855360 | consumed tokens: 24279777280 | elapsed time per iteration (s): 0.37 | learning rate: 4.340E-05 | global batch size: 256 | lm loss: 3.380905E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.821 | TFLOPs: 32.24 | 7: iteration 46320/ 60336 | consumed samples: 11857920 | consumed tokens: 24285020160 | elapsed time per iteration (s): 0.37 | learning rate: 4.337E-05 | global batch size: 256 | lm loss: 3.379992E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.592 | TFLOPs: 32.23 | 7: iteration 46330/ 60336 | consumed samples: 11860480 | consumed tokens: 24290263040 | elapsed time per iteration (s): 0.37 | learning rate: 4.333E-05 | global batch size: 256 | lm loss: 3.379967E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.000 | TFLOPs: 32.25 | 7: iteration 46340/ 60336 | consumed samples: 11863040 | consumed tokens: 24295505920 | elapsed time per iteration (s): 0.37 | learning rate: 4.330E-05 | global batch size: 256 | lm loss: 3.373901E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.822 | TFLOPs: 32.25 | 7: iteration 46350/ 60336 | consumed samples: 11865600 | consumed tokens: 24300748800 | elapsed time per iteration (s): 0.37 | learning rate: 4.327E-05 | global batch size: 256 | lm loss: 3.373052E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.831 | TFLOPs: 32.25 | 7: iteration 46360/ 60336 | consumed samples: 11868160 | consumed tokens: 24305991680 | elapsed time per iteration (s): 0.37 | learning rate: 4.324E-05 | global batch size: 256 | lm loss: 3.368091E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.956 | TFLOPs: 32.25 | 7: iteration 46370/ 60336 | consumed samples: 11870720 | consumed tokens: 24311234560 | elapsed time per iteration (s): 0.37 | learning rate: 4.321E-05 | global batch size: 256 | lm loss: 3.385650E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.928 | TFLOPs: 32.25 | 7: iteration 46380/ 60336 | consumed samples: 11873280 | consumed tokens: 24316477440 | elapsed time per iteration (s): 0.37 | learning rate: 4.318E-05 | global batch size: 256 | lm loss: 3.370683E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.622 | TFLOPs: 32.24 | 7: iteration 46390/ 60336 | consumed samples: 11875840 | consumed tokens: 24321720320 | elapsed time per iteration (s): 0.37 | learning rate: 4.314E-05 | global batch size: 256 | lm loss: 3.370536E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.975 | TFLOPs: 32.25 | 7: iteration 46400/ 60336 | consumed samples: 11878400 | consumed tokens: 24326963200 | elapsed time per iteration (s): 0.37 | learning rate: 4.311E-05 | global batch size: 256 | lm loss: 3.369467E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.136 | TFLOPs: 32.21 | 7: iteration 46410/ 60336 | consumed samples: 11880960 | consumed tokens: 24332206080 | elapsed time per iteration (s): 0.37 | learning rate: 4.308E-05 | global batch size: 256 | lm loss: 3.377444E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.224 | TFLOPs: 32.22 | 7: iteration 46420/ 60336 | consumed samples: 11883520 | consumed tokens: 24337448960 | elapsed time per iteration (s): 0.37 | learning rate: 4.305E-05 | global batch size: 256 | lm loss: 3.368521E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.409 | TFLOPs: 32.23 | 7: iteration 46430/ 60336 | consumed samples: 11886080 | consumed tokens: 24342691840 | elapsed time per iteration (s): 0.37 | learning rate: 4.302E-05 | global batch size: 256 | lm loss: 3.372443E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.763 | TFLOPs: 32.24 | 7: iteration 46440/ 60336 | consumed samples: 11888640 | consumed tokens: 24347934720 | elapsed time per iteration (s): 0.37 | learning rate: 4.299E-05 | global batch size: 256 | lm loss: 3.371227E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.594 | TFLOPs: 32.05 | 7: iteration 46450/ 60336 | consumed samples: 11891200 | consumed tokens: 24353177600 | elapsed time per iteration (s): 0.37 | learning rate: 4.295E-05 | global batch size: 256 | lm loss: 3.375660E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.462 | TFLOPs: 32.13 | 7: iteration 46460/ 60336 | consumed samples: 11893760 | consumed tokens: 24358420480 | elapsed time per iteration (s): 0.37 | learning rate: 4.292E-05 | global batch size: 256 | lm loss: 3.379333E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.719 | TFLOPs: 32.24 | 7: iteration 46470/ 60336 | consumed samples: 11896320 | consumed tokens: 24363663360 | elapsed time per iteration (s): 0.37 | learning rate: 4.289E-05 | global batch size: 256 | lm loss: 3.376640E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.745 | TFLOPs: 32.24 | 7: iteration 46480/ 60336 | consumed samples: 11898880 | consumed tokens: 24368906240 | elapsed time per iteration (s): 0.37 | learning rate: 4.286E-05 | global batch size: 256 | lm loss: 3.370755E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.512 | TFLOPs: 32.23 | 7: iteration 46490/ 60336 | consumed samples: 11901440 | consumed tokens: 24374149120 | elapsed time per iteration (s): 0.37 | learning rate: 4.283E-05 | global batch size: 256 | lm loss: 3.371907E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.558 | TFLOPs: 32.23 | 7: iteration 46500/ 60336 | consumed samples: 11904000 | consumed tokens: 24379392000 | elapsed time per iteration (s): 0.37 | learning rate: 4.280E-05 | global batch size: 256 | lm loss: 3.377545E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.704 | TFLOPs: 32.24 | 7: iteration 46510/ 60336 | consumed samples: 11906560 | consumed tokens: 24384634880 | elapsed time per iteration (s): 0.37 | learning rate: 4.276E-05 | global batch size: 256 | lm loss: 3.375275E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.189 | TFLOPs: 32.17 | 7: iteration 46520/ 60336 | consumed samples: 11909120 | consumed tokens: 24389877760 | elapsed time per iteration (s): 0.37 | learning rate: 4.273E-05 | global batch size: 256 | lm loss: 3.372030E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.566 | TFLOPs: 32.09 | 7: iteration 46530/ 60336 | consumed samples: 11911680 | consumed tokens: 24395120640 | elapsed time per iteration (s): 0.37 | learning rate: 4.270E-05 | global batch size: 256 | lm loss: 3.378823E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.905 | TFLOPs: 32.25 | 7: iteration 46540/ 60336 | consumed samples: 11914240 | consumed tokens: 24400363520 | elapsed time per iteration (s): 0.37 | learning rate: 4.267E-05 | global batch size: 256 | lm loss: 3.373890E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.935 | TFLOPs: 32.25 | 7: iteration 46550/ 60336 | consumed samples: 11916800 | consumed tokens: 24405606400 | elapsed time per iteration (s): 0.37 | learning rate: 4.264E-05 | global batch size: 256 | lm loss: 3.378319E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.870 | TFLOPs: 32.25 | 7: iteration 46560/ 60336 | consumed samples: 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60336 | consumed samples: 11978240 | consumed tokens: 24531435520 | elapsed time per iteration (s): 0.37 | learning rate: 4.189E-05 | global batch size: 256 | lm loss: 3.370770E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.986 | TFLOPs: 32.21 | 7: iteration 46800/ 60336 | consumed samples: 11980800 | consumed tokens: 24536678400 | elapsed time per iteration (s): 0.37 | learning rate: 4.186E-05 | global batch size: 256 | lm loss: 3.369759E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.629 | TFLOPs: 32.19 | 7: iteration 46810/ 60336 | consumed samples: 11983360 | consumed tokens: 24541921280 | elapsed time per iteration (s): 0.37 | learning rate: 4.183E-05 | global batch size: 256 | lm loss: 3.376829E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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lm loss: 3.372674E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.983 | TFLOPs: 32.25 | 7: iteration 46910/ 60336 | consumed samples: 12008960 | consumed tokens: 24594350080 | elapsed time per iteration (s): 0.37 | learning rate: 4.152E-05 | global batch size: 256 | lm loss: 3.375741E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.080 | TFLOPs: 32.26 | 7: iteration 46920/ 60336 | consumed samples: 12011520 | consumed tokens: 24599592960 | elapsed time per iteration (s): 0.37 | learning rate: 4.149E-05 | global batch size: 256 | lm loss: 3.376180E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.176 | TFLOPs: 32.26 | 7: iteration 46930/ 60336 | consumed samples: 12014080 | consumed tokens: 24604835840 | elapsed time per iteration (s): 0.37 | learning rate: 4.146E-05 | global batch size: 256 | lm loss: 3.374227E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.020 | TFLOPs: 32.25 | 7: iteration 46940/ 60336 | consumed samples: 12016640 | consumed tokens: 24610078720 | elapsed time per iteration (s): 0.37 | learning rate: 4.143E-05 | global batch size: 256 | lm loss: 3.367625E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.065 | TFLOPs: 32.26 | 7: iteration 46950/ 60336 | consumed samples: 12019200 | consumed tokens: 24615321600 | elapsed time per iteration (s): 0.37 | learning rate: 4.140E-05 | global batch size: 256 | lm loss: 3.378663E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.188 | TFLOPs: 32.26 | 7: iteration 46960/ 60336 | consumed samples: 12021760 | consumed tokens: 24620564480 | elapsed time per iteration (s): 0.37 | learning rate: 4.137E-05 | global batch size: 256 | lm loss: 3.375027E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.303 | TFLOPs: 32.27 | 7: iteration 46970/ 60336 | consumed samples: 12024320 | consumed tokens: 24625807360 | elapsed time per iteration (s): 0.37 | learning rate: 4.134E-05 | global batch size: 256 | lm loss: 3.378447E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.891 | TFLOPs: 32.25 | 7: iteration 46980/ 60336 | consumed samples: 12026880 | consumed tokens: 24631050240 | elapsed time per iteration (s): 0.37 | learning rate: 4.131E-05 | global batch size: 256 | lm loss: 3.378036E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.050 | TFLOPs: 32.26 | 7: iteration 46990/ 60336 | consumed samples: 12029440 | consumed tokens: 24636293120 | elapsed time per iteration (s): 0.37 | learning rate: 4.128E-05 | global batch size: 256 | lm loss: 3.380400E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.032 | TFLOPs: 32.25 | 7: iteration 47000/ 60336 | consumed samples: 12032000 | consumed tokens: 24641536000 | elapsed time per iteration (s): 0.37 | learning rate: 4.125E-05 | global batch size: 256 | lm loss: 3.374656E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.946 | TFLOPs: 32.25 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 47000 | lm loss value: 3.930662E+00 | lm loss PPL: 5.094070E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 47000 to checkpoints_146m32b100mdedup 0: [2023-03-17 04:47:55,308] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step47000 is begin to save! 0: [2023-03-17 04:47:55,312] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step47000/layer_01-model_00-model_states.pt... 0: [2023-03-17 04:47:55,401] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step47000/layer_01-model_00-model_states.pt. 0: [2023-03-17 04:47:55,402] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step47000/layer_03-model_00-model_states.pt... 0: [2023-03-17 04:47:55,417] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step47000/layer_03-model_00-model_states.pt. 0: [2023-03-17 04:47:55,417] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving 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checkpoints_146m32b100mdedup/global_step47000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-17 04:47:55,668] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 1: [2023-03-17 04:47:55,613] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step47000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt. 1: [2023-03-17 04:47:55,613] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step47000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-17 04:47:55,613] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 2: [2023-03-17 04:47:55,613] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step47000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-17 04:47:55,613] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step47000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt. 0: [2023-03-17 04:47:55,694] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 0: [2023-03-17 04:47:55,694] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 3: [2023-03-17 04:47:55,782] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step47000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 3: [2023-03-17 04:47:55,782] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step47000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-17 04:47:55,782] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step47000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 3: [2023-03-17 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[2023-03-17 04:47:55,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 2: [2023-03-17 04:47:55,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 3: [2023-03-17 04:47:55,783] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step47000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt. 3: [2023-03-17 04:47:55,783] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step47000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt. 3: [2023-03-17 04:47:55,783] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step47000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 3: [2023-03-17 04:47:55,783] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step47000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt. 3: [2023-03-17 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bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step47000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 04:47:55,716] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step47000 is ready now! 0: successfully saved checkpoint at iteration 47000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 429.15 7: iteration 47010/ 60336 | consumed samples: 12034560 | consumed tokens: 24646778880 | elapsed time per iteration (s): 0.42 | learning rate: 4.121E-05 | global batch size: 256 | lm loss: 3.369584E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 604.857 | TFLOPs: 28.23 | 7: iteration 47020/ 60336 | consumed samples: 12037120 | consumed tokens: 24652021760 | elapsed time per iteration (s): 0.37 | learning rate: 4.118E-05 | global batch size: 256 | lm loss: 3.383663E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.281 | TFLOPs: 32.13 | 7: iteration 47030/ 60336 | consumed samples: 12039680 | consumed tokens: 24657264640 | elapsed time per iteration (s): 0.37 | learning rate: 4.115E-05 | global batch size: 256 | lm loss: 3.369366E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.290 | TFLOPs: 32.27 | 7: iteration 47040/ 60336 | consumed samples: 12042240 | consumed tokens: 24662507520 | elapsed time per iteration (s): 0.37 | learning rate: 4.112E-05 | global batch size: 256 | lm loss: 3.371969E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.098 | TFLOPs: 31.98 | 7: iteration 47050/ 60336 | consumed samples: 12044800 | consumed tokens: 24667750400 | elapsed time per iteration (s): 0.37 | learning rate: 4.109E-05 | global batch size: 256 | lm loss: 3.373531E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.855 | TFLOPs: 32.25 | 7: iteration 47060/ 60336 | consumed samples: 12047360 | consumed tokens: 24672993280 | elapsed time per iteration (s): 0.37 | learning rate: 4.106E-05 | global batch size: 256 | lm loss: 3.372334E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.827 | TFLOPs: 32.25 | 7: iteration 47070/ 60336 | consumed samples: 12049920 | consumed tokens: 24678236160 | elapsed time per iteration (s): 0.37 | learning rate: 4.103E-05 | global batch size: 256 | lm loss: 3.373719E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.240 | TFLOPs: 32.22 | 7: iteration 47080/ 60336 | consumed samples: 12052480 | consumed tokens: 24683479040 | elapsed time per iteration (s): 0.37 | learning rate: 4.100E-05 | global batch size: 256 | lm loss: 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4.091E-05 | global batch size: 256 | lm loss: 3.374632E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.950 | TFLOPs: 32.25 | 7: iteration 47120/ 60336 | consumed samples: 12062720 | consumed tokens: 24704450560 | elapsed time per iteration (s): 0.37 | learning rate: 4.088E-05 | global batch size: 256 | lm loss: 3.373552E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.732 | TFLOPs: 32.24 | 7: iteration 47130/ 60336 | consumed samples: 12065280 | consumed tokens: 24709693440 | elapsed time per iteration (s): 0.37 | learning rate: 4.085E-05 | global batch size: 256 | lm loss: 3.374534E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.177 | TFLOPs: 32.26 | 7: iteration 47140/ 60336 | consumed samples: 12067840 | consumed tokens: 24714936320 | elapsed time per iteration (s): 0.37 | learning rate: 4.082E-05 | global batch size: 256 | lm loss: 3.377916E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.323 | TFLOPs: 32.27 | 7: iteration 47150/ 60336 | consumed samples: 12070400 | consumed tokens: 24720179200 | elapsed time per iteration (s): 0.37 | learning rate: 4.079E-05 | global batch size: 256 | lm loss: 3.372835E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.157 | TFLOPs: 32.26 | 7: iteration 47160/ 60336 | consumed samples: 12072960 | consumed tokens: 24725422080 | elapsed time per iteration (s): 0.37 | learning rate: 4.076E-05 | global batch size: 256 | lm loss: 3.374805E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.967 | TFLOPs: 32.25 | 7: iteration 47170/ 60336 | consumed samples: 12075520 | consumed tokens: 24730664960 | elapsed time per iteration (s): 0.37 | learning rate: 4.073E-05 | global batch size: 256 | lm loss: 3.379429E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.871 | TFLOPs: 32.25 | 7: iteration 47180/ 60336 | consumed samples: 12078080 | consumed tokens: 24735907840 | elapsed time per iteration (s): 0.37 | learning rate: 4.070E-05 | global batch size: 256 | lm loss: 3.368234E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.879 | TFLOPs: 32.25 | 7: iteration 47190/ 60336 | consumed samples: 12080640 | consumed tokens: 24741150720 | elapsed time per iteration (s): 0.37 | learning rate: 4.067E-05 | global batch size: 256 | lm loss: 3.379023E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.532 | TFLOPs: 32.23 | 7: iteration 47200/ 60336 | consumed samples: 12083200 | consumed tokens: 24746393600 | elapsed time per iteration (s): 0.37 | learning rate: 4.064E-05 | global batch size: 256 | lm loss: 3.375658E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.768 | TFLOPs: 32.24 | 7: iteration 47210/ 60336 | consumed samples: 12085760 | consumed tokens: 24751636480 | elapsed time per iteration (s): 0.37 | learning rate: 4.061E-05 | global batch size: 256 | lm loss: 3.377567E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.021 | TFLOPs: 32.25 | 7: iteration 47220/ 60336 | consumed samples: 12088320 | consumed tokens: 24756879360 | elapsed time per iteration (s): 0.37 | learning rate: 4.058E-05 | global batch size: 256 | lm loss: 3.372676E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.930 | TFLOPs: 32.25 | 7: iteration 47230/ 60336 | consumed samples: 12090880 | consumed tokens: 24762122240 | elapsed time per iteration (s): 0.37 | learning rate: 4.055E-05 | global batch size: 256 | lm loss: 3.371182E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.135 | TFLOPs: 32.26 | 7: iteration 47240/ 60336 | consumed samples: 12093440 | consumed tokens: 24767365120 | elapsed time per iteration (s): 0.37 | learning rate: 4.052E-05 | global batch size: 256 | lm loss: 3.366916E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.938 | TFLOPs: 32.25 | 7: iteration 47250/ 60336 | consumed samples: 12096000 | consumed tokens: 24772608000 | elapsed time per iteration (s): 0.37 | learning rate: 4.049E-05 | global batch size: 256 | lm loss: 3.379691E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped 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norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.665 | TFLOPs: 32.24 | 7: iteration 47290/ 60336 | consumed samples: 12106240 | consumed tokens: 24793579520 | elapsed time per iteration (s): 0.37 | learning rate: 4.037E-05 | global batch size: 256 | lm loss: 3.366529E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.959 | TFLOPs: 32.25 | 7: iteration 47300/ 60336 | consumed samples: 12108800 | consumed tokens: 24798822400 | elapsed time per iteration (s): 0.37 | learning rate: 4.034E-05 | global batch size: 256 | lm loss: 3.372374E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.889 | TFLOPs: 32.25 | 7: iteration 47310/ 60336 | consumed samples: 12111360 | consumed tokens: 24804065280 | elapsed time per iteration (s): 0.37 | learning rate: 4.031E-05 | global batch size: 256 | lm loss: 3.376110E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.661 | TFLOPs: 32.24 | 7: iteration 47320/ 60336 | consumed samples: 12113920 | consumed tokens: 24809308160 | elapsed time per iteration (s): 0.37 | learning rate: 4.028E-05 | global batch size: 256 | lm loss: 3.376952E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.156 | TFLOPs: 32.26 | 7: iteration 47330/ 60336 | consumed samples: 12116480 | consumed tokens: 24814551040 | elapsed time per iteration (s): 0.37 | learning rate: 4.025E-05 | global batch size: 256 | lm loss: 3.374078E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.380 | TFLOPs: 32.22 | 7: iteration 47340/ 60336 | consumed samples: 12119040 | consumed tokens: 24819793920 | elapsed time per iteration 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60336 | consumed samples: 12134400 | consumed tokens: 24851251200 | elapsed time per iteration (s): 0.37 | learning rate: 4.004E-05 | global batch size: 256 | lm loss: 3.374966E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.693 | TFLOPs: 32.19 | 7: iteration 47410/ 60336 | consumed samples: 12136960 | consumed tokens: 24856494080 | elapsed time per iteration (s): 0.37 | learning rate: 4.001E-05 | global batch size: 256 | lm loss: 3.375842E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.053 | TFLOPs: 32.21 | 7: iteration 47420/ 60336 | consumed samples: 12139520 | consumed tokens: 24861736960 | elapsed time per iteration (s): 0.37 | learning rate: 3.998E-05 | global batch size: 256 | lm loss: 3.364772E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.323 | TFLOPs: 32.22 | 7: iteration 47430/ 60336 | consumed samples: 12142080 | consumed tokens: 24866979840 | elapsed time per iteration (s): 0.37 | learning rate: 3.995E-05 | global batch size: 256 | lm loss: 3.366465E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.025 | TFLOPs: 32.21 | 7: iteration 47440/ 60336 | consumed samples: 12144640 | consumed tokens: 24872222720 | elapsed time per iteration (s): 0.37 | learning rate: 3.992E-05 | global batch size: 256 | lm loss: 3.365814E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.171 | TFLOPs: 32.21 | 7: iteration 47450/ 60336 | consumed samples: 12147200 | consumed tokens: 24877465600 | elapsed time per iteration (s): 0.37 | learning rate: 3.989E-05 | global batch size: 256 | lm loss: 3.368235E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.732 | TFLOPs: 32.19 | 7: iteration 47460/ 60336 | consumed samples: 12149760 | consumed tokens: 24882708480 | elapsed time per iteration (s): 0.37 | learning rate: 3.986E-05 | global batch size: 256 | lm loss: 3.372239E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.281 | TFLOPs: 32.17 | 7: iteration 47470/ 60336 | consumed samples: 12152320 | consumed tokens: 24887951360 | elapsed time per iteration (s): 0.37 | learning rate: 3.983E-05 | global batch size: 256 | lm loss: 3.366088E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.487 | TFLOPs: 32.18 | 7: iteration 47480/ 60336 | consumed samples: 12154880 | consumed tokens: 24893194240 | elapsed time per iteration (s): 0.37 | learning rate: 3.980E-05 | global batch size: 256 | lm loss: 3.370714E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.375 | TFLOPs: 32.18 | 7: iteration 47490/ 60336 | consumed samples: 12157440 | consumed tokens: 24898437120 | elapsed time per iteration (s): 0.38 | learning rate: 3.977E-05 | global batch size: 256 | lm loss: 3.369918E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 668.960 | TFLOPs: 31.22 | 7: iteration 47500/ 60336 | consumed samples: 12160000 | consumed tokens: 24903680000 | elapsed time per iteration (s): 0.37 | learning rate: 3.974E-05 | global batch size: 256 | lm loss: 3.376969E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.097 | TFLOPs: 32.21 | 7: iteration 47510/ 60336 | consumed samples: 12162560 | consumed tokens: 24908922880 | elapsed time per iteration (s): 0.37 | learning rate: 3.971E-05 | global batch size: 256 | lm loss: 3.372331E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.692 | TFLOPs: 32.19 | 7: iteration 47520/ 60336 | consumed samples: 12165120 | consumed tokens: 24914165760 | elapsed time per iteration (s): 0.37 | learning rate: 3.968E-05 | global batch size: 256 | lm loss: 3.374142E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.989 | TFLOPs: 32.16 | 7: iteration 47530/ 60336 | consumed samples: 12167680 | consumed tokens: 24919408640 | elapsed time per iteration (s): 0.37 | learning rate: 3.965E-05 | global batch size: 256 | lm loss: 3.368752E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.351 | TFLOPs: 32.18 | 7: iteration 47540/ 60336 | consumed samples: 12170240 | consumed tokens: 24924651520 | elapsed time per iteration (s): 0.37 | learning rate: 3.962E-05 | global batch size: 256 | lm loss: 3.371147E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.430 | TFLOPs: 32.09 | 7: iteration 47550/ 60336 | consumed samples: 12172800 | consumed tokens: 24929894400 | elapsed time per iteration (s): 0.37 | learning rate: 3.959E-05 | global batch size: 256 | lm loss: 3.376940E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.842 | TFLOPs: 32.01 | 7: iteration 47560/ 60336 | consumed samples: 12175360 | consumed tokens: 24935137280 | elapsed time per iteration (s): 0.37 | learning rate: 3.957E-05 | global batch size: 256 | lm loss: 3.372183E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.479 | TFLOPs: 32.18 | 7: iteration 47570/ 60336 | consumed samples: 12177920 | consumed tokens: 24940380160 | elapsed time per iteration (s): 0.38 | learning rate: 3.954E-05 | global batch size: 256 | lm loss: 3.374365E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.519 | TFLOPs: 31.76 | 7: iteration 47580/ 60336 | consumed samples: 12180480 | consumed tokens: 24945623040 | elapsed time per iteration (s): 0.37 | learning rate: 3.951E-05 | global batch size: 256 | lm loss: 3.367234E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.633 | TFLOPs: 32.05 | 7: iteration 47590/ 60336 | consumed samples: 12183040 | consumed tokens: 24950865920 | elapsed time per iteration (s): 0.37 | learning rate: 3.948E-05 | global batch size: 256 | lm loss: 3.369167E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.590 | TFLOPs: 32.23 | 7: iteration 47600/ 60336 | consumed samples: 12185600 | consumed tokens: 24956108800 | elapsed time per iteration (s): 0.37 | learning rate: 3.945E-05 | global batch size: 256 | lm loss: 3.368848E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.130 | TFLOPs: 31.93 | 7: iteration 47610/ 60336 | consumed samples: 12188160 | consumed tokens: 24961351680 | elapsed time per iteration (s): 0.37 | learning rate: 3.942E-05 | global batch size: 256 | lm loss: 3.371978E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.371 | TFLOPs: 32.18 | 7: iteration 47620/ 60336 | consumed samples: 12190720 | consumed tokens: 24966594560 | elapsed time per iteration (s): 0.37 | learning rate: 3.939E-05 | global batch size: 256 | lm loss: 3.369628E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.212 | TFLOPs: 32.22 | 7: iteration 47630/ 60336 | consumed samples: 12193280 | consumed tokens: 24971837440 | elapsed time per iteration (s): 0.38 | learning rate: 3.936E-05 | global batch size: 256 | lm loss: 3.374340E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.603 | TFLOPs: 31.77 | 7: iteration 47640/ 60336 | consumed samples: 12195840 | consumed tokens: 24977080320 | elapsed time per iteration (s): 0.37 | learning rate: 3.933E-05 | global batch size: 256 | lm loss: 3.376923E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.120 | TFLOPs: 32.21 | 7: iteration 47650/ 60336 | consumed samples: 12198400 | consumed tokens: 24982323200 | elapsed time per iteration (s): 0.37 | learning rate: 3.930E-05 | global batch size: 256 | lm loss: 3.372230E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.626 | TFLOPs: 32.19 | 7: iteration 47660/ 60336 | consumed samples: 12200960 | consumed tokens: 24987566080 | elapsed time per iteration (s): 0.37 | learning rate: 3.927E-05 | global batch size: 256 | lm loss: 3.378717E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.790 | TFLOPs: 32.20 | 7: iteration 47670/ 60336 | consumed samples: 12203520 | consumed tokens: 24992808960 | elapsed time per iteration (s): 0.37 | learning rate: 3.924E-05 | global batch size: 256 | lm loss: 3.366458E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.299 | TFLOPs: 32.17 | 7: iteration 47680/ 60336 | consumed samples: 12206080 | consumed tokens: 24998051840 | elapsed time per iteration (s): 0.37 | learning rate: 3.921E-05 | global batch size: 256 | lm loss: 3.373097E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.725 | TFLOPs: 32.19 | 7: iteration 47690/ 60336 | consumed samples: 12208640 | consumed tokens: 25003294720 | elapsed time per iteration (s): 0.37 | learning rate: 3.918E-05 | global batch size: 256 | lm loss: 3.372238E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.759 | TFLOPs: 32.20 | 7: iteration 47700/ 60336 | consumed samples: 12211200 | consumed tokens: 25008537600 | elapsed time per iteration (s): 0.37 | learning rate: 3.915E-05 | global batch size: 256 | lm loss: 3.376771E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.792 | TFLOPs: 32.20 | 7: iteration 47710/ 60336 | consumed samples: 12213760 | consumed tokens: 25013780480 | elapsed time per iteration (s): 0.37 | learning rate: 3.913E-05 | global batch size: 256 | lm loss: 3.370319E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.878 | TFLOPs: 32.20 | 7: iteration 47720/ 60336 | consumed samples: 12216320 | consumed tokens: 25019023360 | elapsed time per iteration (s): 0.37 | learning rate: 3.910E-05 | global batch size: 256 | lm loss: 3.371662E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.920 | TFLOPs: 32.20 | 7: iteration 47730/ 60336 | consumed samples: 12218880 | consumed tokens: 25024266240 | elapsed time per iteration (s): 0.37 | learning rate: 3.907E-05 | global batch size: 256 | lm loss: 3.375426E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.078 | TFLOPs: 32.21 | 7: iteration 47740/ 60336 | consumed samples: 12221440 | consumed tokens: 25029509120 | elapsed time per iteration (s): 0.37 | learning rate: 3.904E-05 | global batch size: 256 | lm loss: 3.376196E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.067 | TFLOPs: 32.21 | 7: iteration 47750/ 60336 | consumed samples: 12224000 | consumed tokens: 25034752000 | elapsed time per iteration (s): 0.37 | learning rate: 3.901E-05 | global batch size: 256 | lm loss: 3.371545E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.089 | TFLOPs: 32.21 | 7: iteration 47760/ 60336 | consumed samples: 12226560 | consumed tokens: 25039994880 | elapsed time per iteration (s): 0.37 | learning rate: 3.898E-05 | global batch size: 256 | lm loss: 3.375798E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.332 | TFLOPs: 32.22 | 7: iteration 47770/ 60336 | consumed samples: 12229120 | consumed tokens: 25045237760 | elapsed time per iteration (s): 0.37 | learning rate: 3.895E-05 | global batch size: 256 | lm loss: 3.375183E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.353 | TFLOPs: 32.08 | 7: iteration 47780/ 60336 | consumed samples: 12231680 | consumed tokens: 25050480640 | elapsed time per iteration (s): 0.37 | learning rate: 3.892E-05 | global batch size: 256 | lm loss: 3.369994E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.007 | TFLOPs: 32.21 | 7: iteration 47790/ 60336 | consumed samples: 12234240 | consumed tokens: 25055723520 | elapsed time per iteration (s): 0.37 | learning rate: 3.889E-05 | global batch size: 256 | lm loss: 3.375317E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.567 | TFLOPs: 32.23 | 7: iteration 47800/ 60336 | consumed samples: 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norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.941 | TFLOPs: 32.20 | 7: iteration 47920/ 60336 | consumed samples: 12267520 | consumed tokens: 25123880960 | elapsed time per iteration (s): 0.37 | learning rate: 3.852E-05 | global batch size: 256 | lm loss: 3.376882E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.570 | TFLOPs: 32.19 | 7: iteration 47930/ 60336 | consumed samples: 12270080 | consumed tokens: 25129123840 | elapsed time per iteration (s): 0.37 | learning rate: 3.849E-05 | global batch size: 256 | lm loss: 3.364149E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.300 | TFLOPs: 32.22 | 7: iteration 47940/ 60336 | consumed samples: 12272640 | consumed tokens: 25134366720 | elapsed time per iteration (s): 0.37 | learning rate: 3.846E-05 | global batch size: 256 | lm loss: 3.374844E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.267 | TFLOPs: 32.22 | 7: iteration 47950/ 60336 | consumed samples: 12275200 | consumed tokens: 25139609600 | elapsed time per iteration (s): 0.37 | learning rate: 3.843E-05 | global batch size: 256 | lm loss: 3.370978E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.061 | TFLOPs: 32.21 | 7: iteration 47960/ 60336 | consumed samples: 12277760 | consumed tokens: 25144852480 | elapsed time per iteration (s): 0.37 | learning rate: 3.840E-05 | global batch size: 256 | lm loss: 3.369133E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.937 | TFLOPs: 32.20 | 7: iteration 47970/ 60336 | consumed samples: 12280320 | consumed tokens: 25150095360 | elapsed time per iteration (s): 0.37 | learning rate: 3.837E-05 | global batch size: 256 | lm loss: 3.372652E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.539 | TFLOPs: 32.19 | 7: iteration 47980/ 60336 | consumed samples: 12282880 | consumed tokens: 25155338240 | elapsed time per iteration (s): 0.37 | learning rate: 3.834E-05 | global batch size: 256 | lm loss: 3.381583E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.735 | TFLOPs: 32.19 | 7: iteration 47990/ 60336 | consumed samples: 12285440 | consumed tokens: 25160581120 | elapsed time per iteration (s): 0.37 | learning rate: 3.832E-05 | global batch size: 256 | lm loss: 3.370905E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.817 | TFLOPs: 32.20 | 0: [2023-03-17 04:54:06,963] [INFO] [logging.py:68:log_dist] [Rank 0] step=48000, skipped=0, lr=[3.8287454357959406e-05, 3.8287454357959406e-05, 3.8287454357959406e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 48000/ 60336 | consumed samples: 12288000 | consumed tokens: 25165824000 | elapsed time per iteration (s): 0.37 | learning rate: 3.829E-05 | global batch size: 256 | lm loss: 3.368398E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.896 | TFLOPs: 32.20 | 0: steps: 48000 loss: 3.3636 iter time (s): 0.370 samples/sec: 692.620 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 48000 | lm loss value: 4.028871E+00 | lm loss PPL: 5.619743E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 48000 to checkpoints_146m32b100mdedup 0: [2023-03-17 04:54:07,088] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step48000 is begin to save! 0: [2023-03-17 04:54:07,092] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step48000/layer_01-model_00-model_states.pt... 0: [2023-03-17 04:54:07,179] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step48000/layer_01-model_00-model_states.pt. 0: [2023-03-17 04:54:07,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step48000/layer_03-model_00-model_states.pt... 0: [2023-03-17 04:54:07,194] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step48000/layer_03-model_00-model_states.pt. 0: [2023-03-17 04:54:07,195] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step48000/layer_04-model_00-model_states.pt... 0: [2023-03-17 04:54:07,210] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-17 04:54:07,559] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 7: [2023-03-17 04:54:07,401] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-17 04:54:07,401] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt. 7: [2023-03-17 04:54:07,401] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 3: [2023-03-17 04:54:07,560] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-17 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checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-17 04:54:07,425] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-17 04:54:07,425] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-17 04:54:07,425] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-17 04:54:07,425] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 1: [2023-03-17 04:54:07,425] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 1: [2023-03-17 04:54:07,425] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 1: [2023-03-17 04:54:07,425] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 1: [2023-03-17 04:54:07,425] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 1: [2023-03-17 04:54:07,425] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt 1: [2023-03-17 04:54:07,425] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 1: [2023-03-17 04:54:07,425] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 1: [2023-03-17 04:54:07,425] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 1: [2023-03-17 04:54:07,425] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 6: [2023-03-17 04:54:07,501] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:54:07,501] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:54:07,501] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:54:07,501] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:54:07,501] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:54:07,501] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:54:07,501] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:54:07,501] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt. 6: [2023-03-17 04:54:07,501] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 6: [2023-03-17 04:54:07,501] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt 6: [2023-03-17 04:54:07,501] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt 6: [2023-03-17 04:54:07,501] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-17 04:54:07,501] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-17 04:54:07,501] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-17 04:54:07,501] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt 6: [2023-03-17 04:54:07,501] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 6: [2023-03-17 04:54:07,501] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 6: [2023-03-17 04:54:07,501] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 6: [2023-03-17 04:54:07,501] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step48000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt 6: [2023-03-17 04:54:07,501] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 6: [2023-03-17 04:54:07,501] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 6: [2023-03-17 04:54:07,501] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 6: [2023-03-17 04:54:07,501] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 6: [2023-03-17 04:54:07,501] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step48000 is ready now! 0: successfully saved checkpoint at iteration 48000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 432.78 7: iteration 48010/ 60336 | consumed samples: 12290560 | consumed tokens: 25171066880 | elapsed time per iteration (s): 0.43 | learning rate: 3.826E-05 | global batch size: 256 | lm loss: 3.373077E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 601.989 | TFLOPs: 28.10 | 7: iteration 48020/ 60336 | consumed samples: 12293120 | consumed tokens: 25176309760 | elapsed time per iteration (s): 0.37 | learning rate: 3.823E-05 | global batch size: 256 | lm loss: 3.371688E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.881 | TFLOPs: 32.20 | 7: iteration 48030/ 60336 | consumed samples: 12295680 | consumed tokens: 25181552640 | elapsed time per iteration (s): 0.37 | learning rate: 3.820E-05 | global batch size: 256 | lm loss: 3.370750E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.247 | TFLOPs: 32.17 | 7: iteration 48040/ 60336 | consumed samples: 12298240 | consumed tokens: 25186795520 | elapsed time per iteration (s): 0.37 | learning rate: 3.817E-05 | global batch size: 256 | lm loss: 3.376439E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.742 | TFLOPs: 32.19 | 7: iteration 48050/ 60336 | consumed samples: 12300800 | consumed tokens: 25192038400 | elapsed time per iteration (s): 0.37 | learning rate: 3.814E-05 | global batch size: 256 | lm loss: 3.377767E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.503 | TFLOPs: 32.18 | 7: iteration 48060/ 60336 | consumed samples: 12303360 | consumed tokens: 25197281280 | elapsed time per iteration (s): 0.37 | learning rate: 3.812E-05 | global batch size: 256 | lm loss: 3.370103E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.474 | TFLOPs: 32.18 | 7: iteration 48070/ 60336 | consumed samples: 12305920 | consumed tokens: 25202524160 | elapsed time per iteration (s): 0.37 | learning rate: 3.809E-05 | global batch size: 256 | lm loss: 3.373518E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.709 | TFLOPs: 32.19 | 7: iteration 48080/ 60336 | consumed samples: 12308480 | consumed tokens: 25207767040 | elapsed time per iteration (s): 0.38 | learning rate: 3.806E-05 | global batch size: 256 | lm loss: 3.373410E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.759 | TFLOPs: 31.82 | 7: iteration 48090/ 60336 | consumed samples: 12311040 | consumed tokens: 25213009920 | elapsed time per iteration (s): 0.37 | learning rate: 3.803E-05 | global batch size: 256 | lm loss: 3.368964E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.138 | TFLOPs: 32.21 | 7: iteration 48100/ 60336 | consumed samples: 12313600 | consumed tokens: 25218252800 | elapsed time per iteration (s): 0.37 | learning rate: 3.800E-05 | global batch size: 256 | lm loss: 3.368333E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.717 | TFLOPs: 32.19 | 7: iteration 48110/ 60336 | consumed samples: 12316160 | consumed tokens: 25223495680 | elapsed time per iteration (s): 0.37 | learning rate: 3.797E-05 | global batch size: 256 | lm loss: 3.366365E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.795 | TFLOPs: 32.20 | 7: iteration 48120/ 60336 | consumed samples: 12318720 | consumed tokens: 25228738560 | elapsed time per iteration (s): 0.37 | learning rate: 3.795E-05 | global batch size: 256 | lm loss: 3.369777E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.144 | TFLOPs: 32.21 | 7: iteration 48130/ 60336 | consumed samples: 12321280 | consumed tokens: 25233981440 | elapsed time per iteration (s): 0.37 | learning rate: 3.792E-05 | global batch size: 256 | lm loss: 3.364078E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.935 | TFLOPs: 32.20 | 7: iteration 48140/ 60336 | consumed samples: 12323840 | consumed tokens: 25239224320 | elapsed time per iteration (s): 0.37 | learning rate: 3.789E-05 | global batch size: 256 | lm loss: 3.373284E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.082 | TFLOPs: 32.21 | 7: iteration 48150/ 60336 | consumed samples: 12326400 | consumed tokens: 25244467200 | elapsed time per iteration (s): 0.37 | learning rate: 3.786E-05 | global batch size: 256 | lm loss: 3.369165E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.182 | TFLOPs: 32.22 | 7: iteration 48160/ 60336 | consumed samples: 12328960 | consumed tokens: 25249710080 | elapsed time per iteration (s): 0.37 | learning rate: 3.783E-05 | global batch size: 256 | lm loss: 3.369921E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.996 | TFLOPs: 32.21 | 7: iteration 48170/ 60336 | consumed samples: 12331520 | consumed tokens: 25254952960 | elapsed time per iteration (s): 0.37 | learning rate: 3.780E-05 | global batch size: 256 | lm loss: 3.375645E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.524 | TFLOPs: 32.04 | 7: iteration 48180/ 60336 | consumed samples: 12334080 | consumed tokens: 25260195840 | elapsed time per iteration (s): 0.38 | learning rate: 3.778E-05 | global batch size: 256 | lm loss: 3.369167E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 671.207 | TFLOPs: 31.33 | 7: iteration 48190/ 60336 | consumed samples: 12336640 | consumed tokens: 25265438720 | elapsed time per iteration (s): 0.37 | learning rate: 3.775E-05 | global batch size: 256 | lm loss: 3.377107E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.042 | TFLOPs: 32.21 | 7: iteration 48200/ 60336 | consumed samples: 12339200 | consumed tokens: 25270681600 | elapsed time per iteration (s): 0.37 | learning rate: 3.772E-05 | global batch size: 256 | lm loss: 3.372588E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.434 | TFLOPs: 32.23 | 7: iteration 48210/ 60336 | consumed samples: 12341760 | consumed tokens: 25275924480 | elapsed time per iteration (s): 0.37 | learning rate: 3.769E-05 | global batch size: 256 | lm loss: 3.364611E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.297 | TFLOPs: 32.22 | 7: iteration 48220/ 60336 | consumed samples: 12344320 | consumed tokens: 25281167360 | elapsed time per iteration (s): 0.37 | learning rate: 3.766E-05 | global batch size: 256 | lm loss: 3.366757E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.980 | TFLOPs: 32.21 | 7: iteration 48230/ 60336 | consumed samples: 12346880 | consumed tokens: 25286410240 | elapsed time per iteration (s): 0.37 | learning rate: 3.763E-05 | global batch size: 256 | lm loss: 3.372058E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.780 | TFLOPs: 31.92 | 7: iteration 48240/ 60336 | consumed samples: 12349440 | consumed tokens: 25291653120 | elapsed time per iteration (s): 0.37 | learning rate: 3.761E-05 | global batch size: 256 | lm loss: 3.372849E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.942 | TFLOPs: 32.20 | 7: iteration 48250/ 60336 | consumed samples: 12352000 | consumed tokens: 25296896000 | elapsed time per iteration (s): 0.37 | learning rate: 3.758E-05 | global batch size: 256 | lm loss: 3.364318E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.149 | TFLOPs: 32.21 | 7: iteration 48260/ 60336 | consumed samples: 12354560 | consumed tokens: 25302138880 | elapsed time per iteration (s): 0.37 | learning rate: 3.755E-05 | global batch size: 256 | lm loss: 3.363301E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.087 | TFLOPs: 32.21 | 7: iteration 48270/ 60336 | consumed samples: 12357120 | consumed tokens: 25307381760 | elapsed time per iteration (s): 0.37 | learning rate: 3.752E-05 | global batch size: 256 | lm loss: 3.365660E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.191 | TFLOPs: 32.22 | 7: iteration 48280/ 60336 | consumed samples: 12359680 | consumed tokens: 25312624640 | elapsed time per iteration (s): 0.37 | learning rate: 3.749E-05 | global batch size: 256 | lm loss: 3.368394E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.982 | TFLOPs: 32.21 | 7: iteration 48290/ 60336 | consumed samples: 12362240 | consumed tokens: 25317867520 | elapsed time per iteration (s): 0.37 | learning rate: 3.747E-05 | global batch size: 256 | lm loss: 3.377277E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.106 | TFLOPs: 32.21 | 7: iteration 48300/ 60336 | consumed samples: 12364800 | consumed tokens: 25323110400 | elapsed time per iteration (s): 0.37 | learning rate: 3.744E-05 | global batch size: 256 | lm loss: 3.377538E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.975 | TFLOPs: 32.21 | 7: iteration 48310/ 60336 | consumed samples: 12367360 | consumed tokens: 25328353280 | elapsed time per iteration (s): 0.37 | learning rate: 3.741E-05 | global batch size: 256 | lm loss: 3.374750E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.941 | TFLOPs: 32.20 | 7: iteration 48320/ 60336 | consumed samples: 12369920 | consumed tokens: 25333596160 | elapsed time per iteration (s): 0.37 | learning rate: 3.738E-05 | global batch size: 256 | lm loss: 3.367442E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.172 | TFLOPs: 32.21 | 7: iteration 48330/ 60336 | consumed samples: 12372480 | consumed tokens: 25338839040 | elapsed time per iteration (s): 0.37 | learning rate: 3.735E-05 | global batch size: 256 | lm loss: 3.374536E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.770 | TFLOPs: 32.01 | 7: iteration 48340/ 60336 | consumed samples: 12375040 | consumed tokens: 25344081920 | elapsed time per iteration (s): 0.37 | learning rate: 3.733E-05 | global batch size: 256 | lm loss: 3.376493E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.946 | TFLOPs: 32.20 | 7: iteration 48350/ 60336 | consumed samples: 12377600 | consumed tokens: 25349324800 | elapsed time per iteration (s): 0.37 | learning rate: 3.730E-05 | global batch size: 256 | lm loss: 3.368395E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.269 | TFLOPs: 32.22 | 7: iteration 48360/ 60336 | consumed samples: 12380160 | consumed tokens: 25354567680 | elapsed time per iteration (s): 0.37 | learning rate: 3.727E-05 | global batch size: 256 | lm loss: 3.366464E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.105 | TFLOPs: 32.21 | 7: iteration 48370/ 60336 | consumed samples: 12382720 | consumed tokens: 25359810560 | elapsed time per iteration (s): 0.37 | learning rate: 3.724E-05 | global batch size: 256 | lm loss: 3.376909E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.874 | TFLOPs: 32.15 | 7: iteration 48380/ 60336 | consumed samples: 12385280 | consumed tokens: 25365053440 | elapsed time per iteration (s): 0.37 | learning rate: 3.721E-05 | global batch size: 256 | lm loss: 3.381293E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.112 | TFLOPs: 32.21 | 7: iteration 48390/ 60336 | consumed samples: 12387840 | consumed tokens: 25370296320 | elapsed time per iteration (s): 0.37 | learning rate: 3.719E-05 | global batch size: 256 | lm loss: 3.369463E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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number of nan iterations: 0 | samples per second: 689.835 | TFLOPs: 32.20 | 7: iteration 48430/ 60336 | consumed samples: 12398080 | consumed tokens: 25391267840 | elapsed time per iteration (s): 0.37 | learning rate: 3.708E-05 | global batch size: 256 | lm loss: 3.376765E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.840 | TFLOPs: 32.20 | 7: iteration 48440/ 60336 | consumed samples: 12400640 | consumed tokens: 25396510720 | elapsed time per iteration (s): 0.37 | learning rate: 3.705E-05 | global batch size: 256 | lm loss: 3.371672E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.789 | TFLOPs: 32.20 | 7: iteration 48450/ 60336 | consumed samples: 12403200 | consumed tokens: 25401753600 | elapsed time per iteration (s): 0.37 | learning rate: 3.702E-05 | global batch size: 256 | lm loss: 3.369388E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.044 | TFLOPs: 32.21 | 7: iteration 48460/ 60336 | consumed samples: 12405760 | consumed tokens: 25406996480 | elapsed time per iteration (s): 0.37 | learning rate: 3.699E-05 | global batch size: 256 | lm loss: 3.369641E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.605 | TFLOPs: 32.19 | 7: iteration 48470/ 60336 | consumed samples: 12408320 | consumed tokens: 25412239360 | elapsed time per iteration (s): 0.37 | learning rate: 3.697E-05 | global batch size: 256 | lm loss: 3.370211E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.940 | TFLOPs: 32.20 | 7: iteration 48480/ 60336 | consumed samples: 12410880 | consumed tokens: 25417482240 | elapsed time per iteration (s): 0.37 | learning rate: 3.694E-05 | global batch size: 256 | lm loss: 3.369290E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.653 | TFLOPs: 32.19 | 7: iteration 48490/ 60336 | consumed samples: 12413440 | consumed tokens: 25422725120 | elapsed time per iteration (s): 0.37 | learning rate: 3.691E-05 | global batch size: 256 | lm loss: 3.367128E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.542 | TFLOPs: 32.19 | 7: iteration 48500/ 60336 | consumed samples: 12416000 | consumed tokens: 25427968000 | elapsed time per iteration (s): 0.37 | learning rate: 3.688E-05 | global batch size: 256 | lm loss: 3.373887E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.885 | TFLOPs: 32.20 | 7: iteration 48510/ 60336 | consumed samples: 12418560 | consumed tokens: 25433210880 | elapsed time per iteration (s): 0.38 | learning rate: 3.685E-05 | global batch size: 256 | lm loss: 3.374422E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 665.930 | TFLOPs: 31.08 | 7: iteration 48520/ 60336 | consumed samples: 12421120 | consumed tokens: 25438453760 | elapsed time per iteration (s): 0.37 | learning rate: 3.683E-05 | global batch size: 256 | lm loss: 3.374693E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.253 | TFLOPs: 32.08 | 7: iteration 48530/ 60336 | consumed samples: 12423680 | consumed tokens: 25443696640 | elapsed time per iteration (s): 0.37 | learning rate: 3.680E-05 | global batch size: 256 | lm loss: 3.365151E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.048 | TFLOPs: 32.21 | 7: iteration 48540/ 60336 | consumed samples: 12426240 | consumed tokens: 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| number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.775 | TFLOPs: 32.24 | 7: iteration 48660/ 60336 | consumed samples: 12456960 | consumed tokens: 25511854080 | elapsed time per iteration (s): 0.37 | learning rate: 3.644E-05 | global batch size: 256 | lm loss: 3.369108E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.419 | TFLOPs: 32.23 | 7: iteration 48670/ 60336 | consumed samples: 12459520 | consumed tokens: 25517096960 | elapsed time per iteration (s): 0.37 | learning rate: 3.642E-05 | global batch size: 256 | lm loss: 3.372367E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.244 | TFLOPs: 32.22 | 7: iteration 48680/ 60336 | consumed samples: 12462080 | consumed tokens: 25522339840 | elapsed time per iteration (s): 0.37 | learning rate: 3.639E-05 | global batch size: 256 | lm loss: 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time per iteration (s): 0.37 | learning rate: 3.623E-05 | global batch size: 256 | lm loss: 3.365214E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.480 | TFLOPs: 32.23 | 7: iteration 48750/ 60336 | consumed samples: 12480000 | consumed tokens: 25559040000 | elapsed time per iteration (s): 0.37 | learning rate: 3.620E-05 | global batch size: 256 | lm loss: 3.362069E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.399 | TFLOPs: 32.23 | 7: iteration 48760/ 60336 | consumed samples: 12482560 | consumed tokens: 25564282880 | elapsed time per iteration (s): 0.37 | learning rate: 3.617E-05 | global batch size: 256 | lm loss: 3.375085E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.201 | TFLOPs: 32.22 | 7: iteration 48770/ 60336 | consumed samples: 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norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.239 | TFLOPs: 32.03 | 7: iteration 48890/ 60336 | consumed samples: 12515840 | consumed tokens: 25632440320 | elapsed time per iteration (s): 0.37 | learning rate: 3.582E-05 | global batch size: 256 | lm loss: 3.371012E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.996 | TFLOPs: 32.21 | 7: iteration 48900/ 60336 | consumed samples: 12518400 | consumed tokens: 25637683200 | elapsed time per iteration (s): 0.37 | learning rate: 3.579E-05 | global batch size: 256 | lm loss: 3.374371E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.233 | TFLOPs: 32.22 | 7: iteration 48910/ 60336 | consumed samples: 12520960 | consumed tokens: 25642926080 | elapsed time per iteration (s): 0.37 | learning rate: 3.577E-05 | global batch size: 256 | lm loss: 3.372579E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.470 | TFLOPs: 32.23 | 7: iteration 48920/ 60336 | consumed samples: 12523520 | consumed tokens: 25648168960 | elapsed time per iteration (s): 0.37 | learning rate: 3.574E-05 | global batch size: 256 | lm loss: 3.367500E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.198 | TFLOPs: 32.22 | 7: iteration 48930/ 60336 | consumed samples: 12526080 | consumed tokens: 25653411840 | elapsed time per iteration (s): 0.37 | learning rate: 3.571E-05 | global batch size: 256 | lm loss: 3.365356E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.342 | TFLOPs: 32.22 | 7: iteration 48940/ 60336 | consumed samples: 12528640 | consumed tokens: 25658654720 | elapsed time per iteration (s): 0.37 | learning rate: 3.569E-05 | global batch size: 256 | lm loss: 3.367313E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.717 | TFLOPs: 32.24 | 7: iteration 48950/ 60336 | consumed samples: 12531200 | consumed tokens: 25663897600 | elapsed time per iteration (s): 0.37 | learning rate: 3.566E-05 | global batch size: 256 | lm loss: 3.371157E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.472 | TFLOPs: 32.23 | 7: iteration 48960/ 60336 | consumed samples: 12533760 | consumed tokens: 25669140480 | elapsed time per iteration (s): 0.37 | learning rate: 3.563E-05 | global batch size: 256 | lm loss: 3.364332E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.152 | TFLOPs: 31.93 | 7: iteration 48970/ 60336 | consumed samples: 12536320 | consumed tokens: 25674383360 | elapsed time per iteration (s): 0.37 | learning rate: 3.561E-05 | global batch size: 256 | lm loss: 3.367570E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.937 | TFLOPs: 32.16 | 7: iteration 48980/ 60336 | consumed samples: 12538880 | consumed tokens: 25679626240 | elapsed time per iteration (s): 0.37 | learning rate: 3.558E-05 | global batch size: 256 | lm loss: 3.367084E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.278 | TFLOPs: 32.22 | 7: iteration 48990/ 60336 | consumed samples: 12541440 | consumed tokens: 25684869120 | elapsed time per iteration (s): 0.37 | learning rate: 3.555E-05 | global batch size: 256 | lm loss: 3.366445E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.188 | TFLOPs: 32.22 | 7: iteration 49000/ 60336 | consumed samples: 12544000 | consumed tokens: 25690112000 | elapsed time per iteration (s): 0.37 | learning rate: 3.553E-05 | global batch size: 256 | lm loss: 3.373810E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.764 | TFLOPs: 32.20 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 49000 | lm loss value: 3.931614E+00 | lm loss PPL: 5.098920E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 49000 to checkpoints_146m32b100mdedup 0: [2023-03-17 05:00:19,543] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step49000 is begin to save! 0: [2023-03-17 05:00:19,546] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step49000/layer_01-model_00-model_states.pt... 0: 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[torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt. 1: [2023-03-17 05:00:19,851] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 1: [2023-03-17 05:00:19,851] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step49000 is ready now! 0: [2023-03-17 05:00:19,920] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 1: [2023-03-17 05:00:19,851] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 0: [2023-03-17 05:00:19,920] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step49000 is ready now! 1: [2023-03-17 05:00:19,851] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-17 05:00:19,851] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step49000 is ready now! 3: [2023-03-17 05:00:20,009] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 3: [2023-03-17 05:00:20,009] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-17 05:00:20,009] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step49000 is ready now! 1: [2023-03-17 05:00:19,853] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt. 1: [2023-03-17 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[2023-03-17 05:00:19,847] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 1: [2023-03-17 05:00:19,854] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:00:19,847] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step49000 is ready now! 4: [2023-03-17 05:00:19,854] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 5: [2023-03-17 05:00:19,847] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 1: [2023-03-17 05:00:19,854] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt 5: [2023-03-17 05:00:19,848] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 3: [2023-03-17 05:00:20,012] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step49000 is ready now! 1: [2023-03-17 05:00:19,854] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step49000 is ready now! 5: [2023-03-17 05:00:19,848] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step49000 is ready now! 5: [2023-03-17 05:00:19,849] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:00:19,849] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-17 05:00:19,849] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step49000 is ready now! 5: [2023-03-17 05:00:19,850] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:00:19,850] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-17 05:00:19,850] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step49000 is ready now! 5: [2023-03-17 05:00:19,853] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step49000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:00:19,853] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint 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save-checkpoint: 400.12 7: iteration 49010/ 60336 | consumed samples: 12546560 | consumed tokens: 25695354880 | elapsed time per iteration (s): 0.42 | learning rate: 3.550E-05 | global batch size: 256 | lm loss: 3.371483E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 608.569 | TFLOPs: 28.41 | 7: iteration 49020/ 60336 | consumed samples: 12549120 | consumed tokens: 25700597760 | elapsed time per iteration (s): 0.37 | learning rate: 3.547E-05 | global batch size: 256 | lm loss: 3.372648E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.398 | TFLOPs: 32.23 | 7: iteration 49030/ 60336 | consumed samples: 12551680 | consumed tokens: 25705840640 | elapsed time per iteration (s): 0.37 | learning rate: 3.545E-05 | global batch size: 256 | lm loss: 3.367341E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.527 | TFLOPs: 32.23 | 7: iteration 49040/ 60336 | consumed samples: 12554240 | consumed tokens: 25711083520 | elapsed time per iteration (s): 0.37 | learning rate: 3.542E-05 | global batch size: 256 | lm loss: 3.365700E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.536 | TFLOPs: 32.00 | 7: iteration 49050/ 60336 | consumed samples: 12556800 | consumed tokens: 25716326400 | elapsed time per iteration (s): 0.38 | learning rate: 3.540E-05 | global batch size: 256 | lm loss: 3.367807E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 669.415 | TFLOPs: 31.25 | 7: iteration 49060/ 60336 | consumed samples: 12559360 | consumed tokens: 25721569280 | elapsed time per iteration (s): 0.37 | learning rate: 3.537E-05 | global batch size: 256 | lm loss: 3.368490E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.033 | TFLOPs: 32.21 | 7: iteration 49070/ 60336 | consumed samples: 12561920 | consumed tokens: 25726812160 | elapsed time per iteration (s): 0.37 | learning rate: 3.534E-05 | global batch size: 256 | lm loss: 3.372921E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.346 | TFLOPs: 32.22 | 7: iteration 49080/ 60336 | consumed samples: 12564480 | consumed tokens: 25732055040 | elapsed time per iteration (s): 0.37 | learning rate: 3.532E-05 | global batch size: 256 | lm loss: 3.371542E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.234 | TFLOPs: 32.22 | 7: iteration 49090/ 60336 | consumed samples: 12567040 | consumed tokens: 25737297920 | elapsed time per iteration (s): 0.37 | learning rate: 3.529E-05 | global batch size: 256 | lm loss: 3.370003E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.354 | TFLOPs: 32.13 | 7: iteration 49100/ 60336 | consumed samples: 12569600 | consumed tokens: 25742540800 | elapsed time per iteration (s): 0.37 | learning rate: 3.526E-05 | global batch size: 256 | lm loss: 3.364039E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.370 | TFLOPs: 32.22 | 7: iteration 49110/ 60336 | consumed samples: 12572160 | consumed tokens: 25747783680 | elapsed time per iteration (s): 0.37 | learning rate: 3.524E-05 | global batch size: 256 | lm loss: 3.365133E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.099 | TFLOPs: 32.21 | 7: iteration 49120/ 60336 | consumed samples: 12574720 | consumed tokens: 25753026560 | elapsed time per iteration (s): 0.37 | learning rate: 3.521E-05 | global batch size: 256 | lm loss: 3.368889E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.149 | TFLOPs: 32.21 | 7: iteration 49130/ 60336 | consumed samples: 12577280 | consumed tokens: 25758269440 | elapsed time per iteration (s): 0.37 | learning rate: 3.518E-05 | global batch size: 256 | lm loss: 3.369281E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.321 | TFLOPs: 32.22 | 7: iteration 49140/ 60336 | consumed samples: 12579840 | consumed tokens: 25763512320 | elapsed time per iteration (s): 0.37 | learning rate: 3.516E-05 | global batch size: 256 | lm loss: 3.373374E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.015 | TFLOPs: 32.21 | 7: iteration 49150/ 60336 | consumed samples: 12582400 | consumed tokens: 25768755200 | elapsed time per iteration (s): 0.37 | learning rate: 3.513E-05 | global batch size: 256 | lm loss: 3.372181E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.003 | TFLOPs: 32.21 | 7: iteration 49160/ 60336 | consumed samples: 12584960 | consumed tokens: 25773998080 | elapsed time per iteration (s): 0.37 | learning rate: 3.511E-05 | global batch size: 256 | lm loss: 3.371235E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.807 | TFLOPs: 32.20 | 7: iteration 49170/ 60336 | consumed samples: 12587520 | consumed tokens: 25779240960 | elapsed time per iteration (s): 0.37 | learning rate: 3.508E-05 | global batch size: 256 | lm loss: 3.367365E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.641 | TFLOPs: 32.19 | 7: iteration 49180/ 60336 | consumed samples: 12590080 | consumed tokens: 25784483840 | elapsed time per iteration (s): 0.37 | learning rate: 3.505E-05 | global batch size: 256 | lm loss: 3.367882E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.896 | TFLOPs: 32.20 | 7: iteration 49190/ 60336 | consumed samples: 12592640 | consumed tokens: 25789726720 | elapsed time per iteration (s): 0.37 | learning rate: 3.503E-05 | global batch size: 256 | lm loss: 3.372429E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.361 | TFLOPs: 32.22 | 7: iteration 49200/ 60336 | consumed samples: 12595200 | consumed tokens: 25794969600 | elapsed time per iteration (s): 0.37 | learning rate: 3.500E-05 | global batch size: 256 | lm loss: 3.369150E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.226 | TFLOPs: 32.03 | 7: iteration 49210/ 60336 | consumed samples: 12597760 | consumed tokens: 25800212480 | elapsed time per iteration (s): 0.37 | learning rate: 3.497E-05 | global batch size: 256 | lm loss: 3.367831E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.980 | TFLOPs: 32.21 | 7: iteration 49220/ 60336 | consumed samples: 12600320 | consumed tokens: 25805455360 | elapsed time per iteration (s): 0.37 | learning rate: 3.495E-05 | global batch size: 256 | lm loss: 3.367304E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.037 | TFLOPs: 32.21 | 7: iteration 49230/ 60336 | consumed samples: 12602880 | consumed tokens: 25810698240 | elapsed time per iteration (s): 0.37 | learning rate: 3.492E-05 | global batch size: 256 | lm loss: 3.369147E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.331 | TFLOPs: 32.22 | 7: iteration 49240/ 60336 | consumed samples: 12605440 | consumed tokens: 25815941120 | elapsed time per iteration (s): 0.38 | learning rate: 3.490E-05 | global batch size: 256 | lm loss: 3.372445E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.332 | TFLOPs: 31.80 | 7: iteration 49250/ 60336 | consumed samples: 12608000 | consumed tokens: 25821184000 | elapsed time per iteration (s): 0.37 | learning rate: 3.487E-05 | global batch size: 256 | lm loss: 3.369498E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.241 | TFLOPs: 32.03 | 7: iteration 49260/ 60336 | consumed samples: 12610560 | consumed tokens: 25826426880 | elapsed time per iteration (s): 0.37 | learning rate: 3.484E-05 | global batch size: 256 | lm loss: 3.366648E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.771 | TFLOPs: 32.24 | 7: iteration 49270/ 60336 | consumed samples: 12613120 | consumed tokens: 25831669760 | elapsed time per iteration (s): 0.37 | learning rate: 3.482E-05 | global batch size: 256 | lm loss: 3.369901E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.524 | TFLOPs: 32.23 | 7: iteration 49280/ 60336 | consumed samples: 12615680 | consumed tokens: 25836912640 | elapsed time per iteration (s): 0.37 | learning rate: 3.479E-05 | global batch size: 256 | lm loss: 3.370684E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.643 | TFLOPs: 32.24 | 7: iteration 49290/ 60336 | consumed samples: 12618240 | consumed tokens: 25842155520 | elapsed time per iteration (s): 0.37 | learning rate: 3.477E-05 | global batch size: 256 | lm loss: 3.373347E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.385 | TFLOPs: 32.22 | 7: iteration 49300/ 60336 | consumed samples: 12620800 | consumed tokens: 25847398400 | elapsed time per iteration (s): 0.37 | learning rate: 3.474E-05 | global batch size: 256 | lm loss: 3.363032E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.432 | TFLOPs: 32.23 | 7: iteration 49310/ 60336 | consumed samples: 12623360 | consumed tokens: 25852641280 | elapsed time per iteration (s): 0.37 | learning rate: 3.471E-05 | global batch size: 256 | lm loss: 3.373510E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.715 | TFLOPs: 32.24 | 7: iteration 49320/ 60336 | consumed samples: 12625920 | consumed tokens: 25857884160 | elapsed time per iteration (s): 0.37 | learning rate: 3.469E-05 | global batch size: 256 | lm loss: 3.368922E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.399 | TFLOPs: 32.23 | 7: iteration 49330/ 60336 | consumed samples: 12628480 | consumed tokens: 25863127040 | elapsed time per iteration (s): 0.37 | learning rate: 3.466E-05 | global batch size: 256 | lm loss: 3.372993E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.533 | TFLOPs: 32.23 | 7: iteration 49340/ 60336 | consumed samples: 12631040 | consumed tokens: 25868369920 | elapsed time per iteration (s): 0.37 | learning rate: 3.464E-05 | global batch size: 256 | lm loss: 3.368157E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.553 | TFLOPs: 32.23 | 7: iteration 49350/ 60336 | consumed samples: 12633600 | consumed tokens: 25873612800 | elapsed time per iteration (s): 0.37 | learning rate: 3.461E-05 | global batch size: 256 | lm loss: 3.369747E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.428 | TFLOPs: 32.23 | 7: iteration 49360/ 60336 | consumed samples: 12636160 | consumed tokens: 25878855680 | elapsed time per iteration (s): 0.37 | learning rate: 3.458E-05 | global batch size: 256 | lm loss: 3.371994E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.573 | TFLOPs: 32.23 | 7: iteration 49370/ 60336 | consumed samples: 12638720 | consumed tokens: 25884098560 | elapsed time per iteration (s): 0.37 | learning rate: 3.456E-05 | global batch size: 256 | lm loss: 3.372263E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.785 | TFLOPs: 32.20 | 7: iteration 49380/ 60336 | consumed samples: 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7: iteration 49410/ 60336 | consumed samples: 12648960 | consumed tokens: 25905070080 | elapsed time per iteration (s): 0.37 | learning rate: 3.446E-05 | global batch size: 256 | lm loss: 3.367676E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.694 | TFLOPs: 32.19 | 7: iteration 49420/ 60336 | consumed samples: 12651520 | consumed tokens: 25910312960 | elapsed time per iteration (s): 0.37 | learning rate: 3.443E-05 | global batch size: 256 | lm loss: 3.372918E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.042 | TFLOPs: 32.21 | 7: iteration 49430/ 60336 | consumed samples: 12654080 | consumed tokens: 25915555840 | elapsed time per iteration (s): 0.37 | learning rate: 3.440E-05 | global batch size: 256 | lm loss: 3.367054E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.359 | TFLOPs: 32.22 | 7: iteration 49440/ 60336 | consumed samples: 12656640 | consumed tokens: 25920798720 | elapsed time per iteration (s): 0.37 | learning rate: 3.438E-05 | global batch size: 256 | lm loss: 3.370850E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.073 | TFLOPs: 32.21 | 7: iteration 49450/ 60336 | consumed samples: 12659200 | consumed tokens: 25926041600 | elapsed time per iteration (s): 0.37 | learning rate: 3.435E-05 | global batch size: 256 | lm loss: 3.370704E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.825 | TFLOPs: 32.20 | 7: iteration 49460/ 60336 | consumed samples: 12661760 | consumed tokens: 25931284480 | elapsed time per iteration (s): 0.37 | learning rate: 3.433E-05 | global batch size: 256 | lm loss: 3.360539E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.527 | TFLOPs: 32.23 | 7: iteration 49470/ 60336 | consumed samples: 12664320 | consumed tokens: 25936527360 | elapsed time per iteration (s): 0.37 | learning rate: 3.430E-05 | global batch size: 256 | lm loss: 3.371868E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.734 | TFLOPs: 32.19 | 7: iteration 49480/ 60336 | consumed samples: 12666880 | consumed tokens: 25941770240 | elapsed time per iteration (s): 0.37 | learning rate: 3.428E-05 | global batch size: 256 | lm loss: 3.369317E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.003 | TFLOPs: 32.21 | 7: iteration 49490/ 60336 | consumed samples: 12669440 | consumed tokens: 25947013120 | elapsed time per iteration (s): 0.37 | learning rate: 3.425E-05 | global batch size: 256 | lm loss: 3.372331E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.077 | TFLOPs: 32.21 | 7: iteration 49500/ 60336 | consumed samples: 12672000 | consumed tokens: 25952256000 | elapsed time per iteration (s): 0.37 | learning rate: 3.422E-05 | global batch size: 256 | lm loss: 3.376324E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.142 | TFLOPs: 32.21 | 7: iteration 49510/ 60336 | consumed samples: 12674560 | consumed tokens: 25957498880 | elapsed time per iteration (s): 0.37 | learning rate: 3.420E-05 | global batch size: 256 | lm loss: 3.365168E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.013 | TFLOPs: 32.21 | 7: iteration 49520/ 60336 | consumed samples: 12677120 | consumed tokens: 25962741760 | elapsed time per iteration (s): 0.37 | learning rate: 3.417E-05 | global batch size: 256 | lm loss: 3.368497E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.930 | TFLOPs: 32.20 | 7: iteration 49530/ 60336 | consumed samples: 12679680 | consumed tokens: 25967984640 | elapsed time per iteration (s): 0.37 | learning rate: 3.415E-05 | global batch size: 256 | lm loss: 3.364027E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.568 | TFLOPs: 32.23 | 7: iteration 49540/ 60336 | consumed samples: 12682240 | consumed tokens: 25973227520 | elapsed time per iteration (s): 0.37 | learning rate: 3.412E-05 | global batch size: 256 | lm loss: 3.370693E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.342 | TFLOPs: 32.22 | 7: iteration 49550/ 60336 | consumed samples: 12684800 | consumed tokens: 25978470400 | elapsed time per iteration (s): 0.37 | learning rate: 3.410E-05 | global batch size: 256 | lm loss: 3.367746E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.284 | TFLOPs: 32.22 | 7: iteration 49560/ 60336 | consumed samples: 12687360 | consumed tokens: 25983713280 | elapsed time per iteration (s): 0.37 | learning rate: 3.407E-05 | global batch size: 256 | lm loss: 3.370050E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.406 | TFLOPs: 32.23 | 7: iteration 49570/ 60336 | consumed samples: 12689920 | consumed tokens: 25988956160 | elapsed time per iteration (s): 0.38 | learning rate: 3.405E-05 | global batch size: 256 | lm loss: 3.371548E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.335 | TFLOPs: 31.76 | 7: iteration 49580/ 60336 | consumed samples: 12692480 | consumed tokens: 25994199040 | elapsed time per iteration (s): 0.37 | learning rate: 3.402E-05 | global batch size: 256 | lm loss: 3.365659E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.415 | TFLOPs: 32.23 | 7: iteration 49590/ 60336 | consumed samples: 12695040 | consumed tokens: 25999441920 | elapsed time per iteration (s): 0.37 | learning rate: 3.400E-05 | global batch size: 256 | lm loss: 3.374152E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.579 | TFLOPs: 32.23 | 7: iteration 49600/ 60336 | consumed samples: 12697600 | consumed tokens: 26004684800 | elapsed time per iteration (s): 0.37 | learning rate: 3.397E-05 | global batch size: 256 | lm loss: 3.375720E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.455 | TFLOPs: 32.23 | 7: iteration 49610/ 60336 | consumed samples: 12700160 | consumed tokens: 26009927680 | elapsed time per iteration (s): 0.37 | learning rate: 3.395E-05 | global batch size: 256 | lm loss: 3.365633E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.824 | TFLOPs: 32.25 | 7: iteration 49620/ 60336 | consumed samples: 12702720 | consumed tokens: 26015170560 | elapsed time per iteration (s): 0.37 | learning rate: 3.392E-05 | global batch size: 256 | lm loss: 3.369202E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.599 | TFLOPs: 32.23 | 7: iteration 49630/ 60336 | consumed samples: 12705280 | consumed tokens: 26020413440 | elapsed time per iteration (s): 0.37 | learning rate: 3.389E-05 | global batch size: 256 | lm loss: 3.370520E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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| number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.778 | TFLOPs: 32.24 | 7: iteration 49900/ 60336 | consumed samples: 12774400 | consumed tokens: 26161971200 | elapsed time per iteration (s): 0.37 | learning rate: 3.322E-05 | global batch size: 256 | lm loss: 3.366363E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.970 | TFLOPs: 32.25 | 7: iteration 49910/ 60336 | consumed samples: 12776960 | consumed tokens: 26167214080 | elapsed time per iteration (s): 0.37 | learning rate: 3.320E-05 | global batch size: 256 | lm loss: 3.370934E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.027 | TFLOPs: 32.25 | 7: iteration 49920/ 60336 | consumed samples: 12779520 | consumed tokens: 26172456960 | elapsed time per iteration (s): 0.37 | learning rate: 3.317E-05 | global batch size: 256 | lm loss: 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3.310E-05 | global batch size: 256 | lm loss: 3.368907E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.075 | TFLOPs: 32.26 | 7: iteration 49960/ 60336 | consumed samples: 12789760 | consumed tokens: 26193428480 | elapsed time per iteration (s): 0.37 | learning rate: 3.307E-05 | global batch size: 256 | lm loss: 3.363907E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.008 | TFLOPs: 32.25 | 7: iteration 49970/ 60336 | consumed samples: 12792320 | consumed tokens: 26198671360 | elapsed time per iteration (s): 0.37 | learning rate: 3.305E-05 | global batch size: 256 | lm loss: 3.364785E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.920 | TFLOPs: 32.25 | 7: iteration 49980/ 60336 | consumed samples: 12794880 | consumed tokens: 26203914240 | elapsed time per iteration (s): 0.37 | learning rate: 3.302E-05 | global batch size: 256 | lm loss: 3.375893E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.954 | TFLOPs: 32.25 | 7: iteration 49990/ 60336 | consumed samples: 12797440 | consumed tokens: 26209157120 | elapsed time per iteration (s): 0.37 | learning rate: 3.300E-05 | global batch size: 256 | lm loss: 3.362894E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.639 | TFLOPs: 32.24 | 0: [2023-03-17 05:06:31,039] [INFO] [logging.py:68:log_dist] [Rank 0] step=50000, skipped=0, lr=[3.297410209986627e-05, 3.297410209986627e-05, 3.297410209986627e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 50000/ 60336 | consumed samples: 12800000 | consumed tokens: 26214400000 | elapsed time per iteration (s): 0.37 | learning rate: 3.297E-05 | global batch size: 256 | lm loss: 3.366480E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.119 | TFLOPs: 32.26 | 0: steps: 50000 loss: 3.3614 iter time (s): 0.370 samples/sec: 692.259 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 50000 | lm loss value: 3.944608E+00 | lm loss PPL: 5.165607E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 50000 to checkpoints_146m32b100mdedup 0: [2023-03-17 05:06:31,163] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step50000 is begin to save! 0: [2023-03-17 05:06:31,166] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step50000/layer_01-model_00-model_states.pt... 0: [2023-03-17 05:06:31,254] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt. 4: [2023-03-17 05:06:31,467] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-17 05:06:31,467] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 5: [2023-03-17 05:06:31,469] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 4: [2023-03-17 05:06:31,469] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt. 4: [2023-03-17 05:06:31,469] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 4: [2023-03-17 05:06:31,469] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-17 05:06:31,469] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt 4: [2023-03-17 05:06:31,469] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 4: [2023-03-17 05:06:31,469] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 5: [2023-03-17 05:06:31,469] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-17 05:06:31,469] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 5: [2023-03-17 05:06:31,469] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:06:31,469] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-17 05:06:31,469] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 0: [2023-03-17 05:06:31,538] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt. 0: [2023-03-17 05:06:31,538] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 0: [2023-03-17 05:06:31,538] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 5: [2023-03-17 05:06:31,470] [INFO] 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checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt. 1: [2023-03-17 05:06:31,472] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 2: [2023-03-17 05:06:31,472] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-17 05:06:31,472] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 2: [2023-03-17 05:06:31,472] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 2: [2023-03-17 05:06:31,472] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 1: [2023-03-17 05:06:31,472] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-17 05:06:31,481] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-17 05:06:31,481] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 7: [2023-03-17 05:06:31,481] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 7: [2023-03-17 05:06:31,481] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 7: [2023-03-17 05:06:31,481] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 0: [2023-03-17 05:06:31,549] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt. 0: [2023-03-17 05:06:31,549] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt 0: [2023-03-17 05:06:31,550] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 0: [2023-03-17 05:06:31,565] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step50000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 05:06:31,565] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step50000 is ready now! 0: successfully saved checkpoint at iteration 50000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 406.53 7: iteration 50010/ 60336 | consumed samples: 12802560 | consumed tokens: 26219642880 | elapsed time per iteration (s): 0.42 | learning rate: 3.295E-05 | global batch size: 256 | lm loss: 3.372223E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 606.176 | TFLOPs: 28.29 | 7: iteration 50020/ 60336 | consumed samples: 12805120 | consumed tokens: 26224885760 | elapsed time per iteration (s): 0.37 | learning rate: 3.293E-05 | global batch size: 256 | lm loss: 3.368631E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.002 | TFLOPs: 32.21 | 7: iteration 50030/ 60336 | consumed samples: 12807680 | consumed tokens: 26230128640 | elapsed time per iteration (s): 0.37 | learning rate: 3.290E-05 | global batch size: 256 | lm loss: 3.368022E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.096 | TFLOPs: 32.16 | 7: iteration 50040/ 60336 | consumed samples: 12810240 | consumed tokens: 26235371520 | elapsed time per iteration (s): 0.37 | learning rate: 3.288E-05 | global batch size: 256 | lm loss: 3.369471E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.060 | TFLOPs: 32.26 | 7: iteration 50050/ 60336 | consumed samples: 12812800 | consumed tokens: 26240614400 | elapsed time per iteration (s): 0.37 | learning rate: 3.285E-05 | global batch size: 256 | lm loss: 3.366135E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.177 | TFLOPs: 32.26 | 7: iteration 50060/ 60336 | consumed samples: 12815360 | consumed tokens: 26245857280 | elapsed time per iteration (s): 0.37 | learning rate: 3.283E-05 | global batch size: 256 | lm loss: 3.368460E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.125 | TFLOPs: 32.26 | 7: iteration 50070/ 60336 | consumed samples: 12817920 | consumed tokens: 26251100160 | elapsed time per iteration (s): 0.37 | learning rate: 3.280E-05 | global batch size: 256 | lm loss: 3.367339E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.997 | TFLOPs: 32.25 | 7: iteration 50080/ 60336 | consumed samples: 12820480 | consumed tokens: 26256343040 | elapsed time per iteration (s): 0.37 | learning rate: 3.278E-05 | global batch size: 256 | lm loss: 3.364006E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.989 | TFLOPs: 32.25 | 7: iteration 50090/ 60336 | consumed samples: 12823040 | consumed tokens: 26261585920 | elapsed time per iteration (s): 0.37 | learning rate: 3.275E-05 | global batch size: 256 | lm loss: 3.372709E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.008 | TFLOPs: 32.25 | 7: iteration 50100/ 60336 | consumed samples: 12825600 | consumed tokens: 26266828800 | elapsed time per iteration (s): 0.37 | learning rate: 3.273E-05 | global batch size: 256 | lm loss: 3.368384E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.866 | TFLOPs: 32.25 | 7: iteration 50110/ 60336 | consumed samples: 12828160 | consumed tokens: 26272071680 | elapsed time per iteration (s): 0.37 | learning rate: 3.271E-05 | global batch size: 256 | lm loss: 3.369929E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.953 | TFLOPs: 32.25 | 7: iteration 50120/ 60336 | consumed samples: 12830720 | consumed tokens: 26277314560 | elapsed time per iteration (s): 1.13 | learning rate: 3.268E-05 | global batch size: 256 | lm loss: 3.365798E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 225.670 | TFLOPs: 10.53 | 7: iteration 50130/ 60336 | consumed samples: 12833280 | consumed tokens: 26282557440 | elapsed time per iteration (s): 1.33 | learning rate: 3.266E-05 | global batch size: 256 | lm loss: 3.369897E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 193.037 | TFLOPs: 9.01 | 7: iteration 50140/ 60336 | consumed samples: 12835840 | consumed tokens: 26287800320 | elapsed time per iteration (s): 0.38 | learning rate: 3.263E-05 | global batch size: 256 | lm loss: 3.366348E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.304 | TFLOPs: 31.57 | 7: iteration 50150/ 60336 | consumed samples: 12838400 | consumed tokens: 26293043200 | elapsed time per iteration (s): 0.37 | learning rate: 3.261E-05 | global batch size: 256 | lm loss: 3.368255E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 693.398 | TFLOPs: 32.37 | 7: iteration 50160/ 60336 | consumed samples: 12840960 | consumed tokens: 26298286080 | elapsed time per iteration (s): 0.37 | learning rate: 3.259E-05 | global batch size: 256 | lm loss: 3.366880E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.790 | TFLOPs: 32.34 | 7: iteration 50170/ 60336 | consumed samples: 12843520 | consumed tokens: 26303528960 | elapsed time per iteration (s): 0.37 | learning rate: 3.256E-05 | global batch size: 256 | lm loss: 3.362639E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 692.710 | TFLOPs: 32.33 | 7: iteration 50180/ 60336 | consumed samples: 12846080 | consumed tokens: 26308771840 | elapsed time per iteration (s): 0.37 | learning rate: 3.254E-05 | global batch size: 256 | lm loss: 3.364578E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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lm loss: 3.360575E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.917 | TFLOPs: 32.30 | 7: iteration 50280/ 60336 | consumed samples: 12871680 | consumed tokens: 26361200640 | elapsed time per iteration (s): 0.37 | learning rate: 3.230E-05 | global batch size: 256 | lm loss: 3.359903E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.443 | TFLOPs: 32.27 | 7: iteration 50290/ 60336 | consumed samples: 12874240 | consumed tokens: 26366443520 | elapsed time per iteration (s): 0.37 | learning rate: 3.227E-05 | global batch size: 256 | lm loss: 3.368596E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.893 | TFLOPs: 32.01 | 7: iteration 50300/ 60336 | consumed samples: 12876800 | consumed tokens: 26371686400 | elapsed time per iteration (s): 0.37 | learning rate: 3.225E-05 | global batch size: 256 | lm loss: 3.367847E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.661 | TFLOPs: 32.28 | 7: iteration 50310/ 60336 | consumed samples: 12879360 | consumed tokens: 26376929280 | elapsed time per iteration (s): 0.37 | learning rate: 3.223E-05 | global batch size: 256 | lm loss: 3.364198E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.575 | TFLOPs: 32.28 | 7: iteration 50320/ 60336 | consumed samples: 12881920 | consumed tokens: 26382172160 | elapsed time per iteration (s): 0.37 | learning rate: 3.220E-05 | global batch size: 256 | lm loss: 3.365133E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.620 | TFLOPs: 32.28 | 7: iteration 50330/ 60336 | consumed samples: 12884480 | consumed tokens: 26387415040 | elapsed time per iteration (s): 0.37 | learning rate: 3.218E-05 | global batch size: 256 | lm loss: 3.371309E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.462 | TFLOPs: 32.27 | 7: iteration 50340/ 60336 | consumed samples: 12887040 | consumed tokens: 26392657920 | elapsed time per iteration (s): 0.37 | learning rate: 3.215E-05 | global batch size: 256 | lm loss: 3.363526E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.608 | TFLOPs: 32.28 | 7: iteration 50350/ 60336 | consumed samples: 12889600 | consumed tokens: 26397900800 | elapsed time per iteration (s): 0.37 | learning rate: 3.213E-05 | global batch size: 256 | lm loss: 3.367624E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.566 | TFLOPs: 32.28 | 7: iteration 50360/ 60336 | consumed samples: 12892160 | consumed tokens: 26403143680 | elapsed time per iteration (s): 0.37 | learning rate: 3.211E-05 | global batch size: 256 | lm loss: 3.363097E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.439 | TFLOPs: 32.27 | 7: iteration 50370/ 60336 | consumed samples: 12894720 | consumed tokens: 26408386560 | elapsed time per iteration (s): 0.37 | learning rate: 3.208E-05 | global batch size: 256 | lm loss: 3.372479E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.373 | TFLOPs: 32.27 | 7: iteration 50380/ 60336 | consumed samples: 12897280 | consumed tokens: 26413629440 | elapsed time per iteration (s): 0.37 | learning rate: 3.206E-05 | global batch size: 256 | lm loss: 3.367730E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.670 | TFLOPs: 32.28 | 7: iteration 50390/ 60336 | consumed samples: 12899840 | consumed tokens: 26418872320 | elapsed time per iteration (s): 0.37 | learning rate: 3.204E-05 | global batch size: 256 | lm loss: 3.365979E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.524 | TFLOPs: 32.28 | 7: iteration 50400/ 60336 | consumed samples: 12902400 | consumed tokens: 26424115200 | elapsed time per iteration (s): 0.37 | learning rate: 3.201E-05 | global batch size: 256 | lm loss: 3.365351E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.406 | TFLOPs: 32.27 | 7: iteration 50410/ 60336 | consumed samples: 12904960 | consumed tokens: 26429358080 | elapsed time per iteration (s): 0.37 | learning rate: 3.199E-05 | global batch size: 256 | lm loss: 3.365477E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.485 | TFLOPs: 32.28 | 7: iteration 50420/ 60336 | consumed samples: 12907520 | consumed tokens: 26434600960 | elapsed time per iteration (s): 0.37 | learning rate: 3.196E-05 | global batch size: 256 | lm loss: 3.367340E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.086 | TFLOPs: 32.07 | 7: iteration 50430/ 60336 | consumed samples: 12910080 | consumed tokens: 26439843840 | elapsed time per iteration (s): 0.37 | learning rate: 3.194E-05 | global batch size: 256 | lm loss: 3.367996E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.251 | TFLOPs: 32.27 | 7: iteration 50440/ 60336 | consumed samples: 12912640 | consumed tokens: 26445086720 | elapsed time per iteration (s): 0.37 | learning rate: 3.192E-05 | global batch size: 256 | lm loss: 3.363235E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.259 | TFLOPs: 32.27 | 7: iteration 50450/ 60336 | consumed samples: 12915200 | consumed tokens: 26450329600 | elapsed time per iteration (s): 0.37 | learning rate: 3.189E-05 | global batch size: 256 | lm loss: 3.373241E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.382 | TFLOPs: 32.27 | 7: iteration 50460/ 60336 | consumed samples: 12917760 | consumed tokens: 26455572480 | elapsed time per iteration (s): 0.37 | learning rate: 3.187E-05 | global batch size: 256 | lm loss: 3.366217E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.010 | TFLOPs: 32.25 | 7: iteration 50470/ 60336 | consumed samples: 12920320 | consumed tokens: 26460815360 | elapsed time per iteration (s): 0.37 | learning rate: 3.185E-05 | global batch size: 256 | lm loss: 3.363511E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.218 | TFLOPs: 32.26 | 7: iteration 50480/ 60336 | consumed samples: 12922880 | consumed tokens: 26466058240 | elapsed time per iteration (s): 0.37 | learning rate: 3.182E-05 | global batch size: 256 | lm loss: 3.366022E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.279 | TFLOPs: 32.27 | 7: iteration 50490/ 60336 | consumed samples: 12925440 | consumed tokens: 26471301120 | elapsed time per iteration (s): 0.37 | learning rate: 3.180E-05 | global batch size: 256 | lm loss: 3.369197E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.226 | TFLOPs: 32.26 | 7: iteration 50500/ 60336 | consumed samples: 12928000 | consumed tokens: 26476544000 | elapsed time per iteration (s): 0.37 | learning rate: 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7: iteration 50590/ 60336 | consumed samples: 12951040 | consumed tokens: 26523729920 | elapsed time per iteration (s): 0.37 | learning rate: 3.157E-05 | global batch size: 256 | lm loss: 3.363961E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.785 | TFLOPs: 32.10 | 7: iteration 50600/ 60336 | consumed samples: 12953600 | consumed tokens: 26528972800 | elapsed time per iteration (s): 0.37 | learning rate: 3.154E-05 | global batch size: 256 | lm loss: 3.371421E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.649 | TFLOPs: 32.10 | 7: iteration 50610/ 60336 | consumed samples: 12956160 | consumed tokens: 26534215680 | elapsed time per iteration (s): 0.38 | learning rate: 3.152E-05 | global batch size: 256 | lm loss: 3.366860E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.808 | TFLOPs: 31.82 | 7: iteration 50620/ 60336 | consumed samples: 12958720 | consumed tokens: 26539458560 | elapsed time per iteration (s): 0.38 | learning rate: 3.150E-05 | global batch size: 256 | lm loss: 3.362230E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.908 | TFLOPs: 31.55 | 7: iteration 50630/ 60336 | consumed samples: 12961280 | consumed tokens: 26544701440 | elapsed time per iteration (s): 0.37 | learning rate: 3.147E-05 | global batch size: 256 | lm loss: 3.366907E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.444 | TFLOPs: 32.09 | 7: iteration 50640/ 60336 | consumed samples: 12963840 | consumed tokens: 26549944320 | elapsed time per iteration (s): 0.37 | learning rate: 3.145E-05 | global batch size: 256 | lm loss: 3.360866E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.503 | TFLOPs: 32.00 | 7: iteration 50650/ 60336 | consumed samples: 12966400 | consumed tokens: 26555187200 | elapsed time per iteration (s): 0.37 | learning rate: 3.143E-05 | global batch size: 256 | lm loss: 3.364461E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.342 | TFLOPs: 32.08 | 7: iteration 50660/ 60336 | consumed samples: 12968960 | consumed tokens: 26560430080 | elapsed time per iteration (s): 0.37 | learning rate: 3.140E-05 | global batch size: 256 | lm loss: 3.367839E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.692 | TFLOPs: 32.10 | 7: iteration 50670/ 60336 | consumed samples: 12971520 | consumed tokens: 26565672960 | elapsed time per iteration (s): 0.37 | learning rate: 3.138E-05 | global batch size: 256 | lm loss: 3.363782E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.693 | TFLOPs: 32.10 | 7: iteration 50680/ 60336 | consumed samples: 12974080 | consumed tokens: 26570915840 | elapsed time per iteration (s): 0.37 | learning rate: 3.136E-05 | global batch size: 256 | lm loss: 3.363332E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.588 | TFLOPs: 32.09 | 7: iteration 50690/ 60336 | consumed samples: 12976640 | consumed tokens: 26576158720 | elapsed time per iteration (s): 0.37 | learning rate: 3.134E-05 | global batch size: 256 | lm loss: 3.369123E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.593 | TFLOPs: 32.09 | 7: iteration 50700/ 60336 | consumed samples: 12979200 | consumed tokens: 26581401600 | elapsed time per iteration (s): 0.37 | learning rate: 3.131E-05 | global batch size: 256 | lm loss: 3.365500E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.373 | TFLOPs: 32.08 | 7: iteration 50710/ 60336 | consumed samples: 12981760 | consumed tokens: 26586644480 | elapsed time per iteration (s): 0.37 | learning rate: 3.129E-05 | global batch size: 256 | lm loss: 3.367373E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.573 | TFLOPs: 32.09 | 7: iteration 50720/ 60336 | consumed samples: 12984320 | consumed tokens: 26591887360 | elapsed time per iteration (s): 0.37 | learning rate: 3.127E-05 | global batch size: 256 | lm loss: 3.365792E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.408 | TFLOPs: 32.09 | 7: iteration 50730/ 60336 | consumed samples: 12986880 | consumed tokens: 26597130240 | elapsed time per iteration 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tokens: 26612858880 | elapsed time per iteration (s): 0.37 | learning rate: 3.118E-05 | global batch size: 256 | lm loss: 3.364762E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.956 | TFLOPs: 32.25 | 7: iteration 50770/ 60336 | consumed samples: 12997120 | consumed tokens: 26618101760 | elapsed time per iteration (s): 0.37 | learning rate: 3.115E-05 | global batch size: 256 | lm loss: 3.370740E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.092 | TFLOPs: 32.26 | 7: iteration 50780/ 60336 | consumed samples: 12999680 | consumed tokens: 26623344640 | elapsed time per iteration (s): 0.37 | learning rate: 3.113E-05 | global batch size: 256 | lm loss: 3.368011E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.722 | TFLOPs: 32.24 | 7: iteration 50790/ 60336 | consumed samples: 13002240 | consumed tokens: 26628587520 | elapsed time per iteration (s): 0.37 | learning rate: 3.111E-05 | global batch size: 256 | lm loss: 3.368532E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.651 | TFLOPs: 32.24 | 7: iteration 50800/ 60336 | consumed samples: 13004800 | consumed tokens: 26633830400 | elapsed time per iteration (s): 0.37 | learning rate: 3.108E-05 | global batch size: 256 | lm loss: 3.365918E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.625 | TFLOPs: 32.24 | 7: iteration 50810/ 60336 | consumed samples: 13007360 | consumed tokens: 26639073280 | elapsed time per iteration (s): 0.37 | learning rate: 3.106E-05 | global batch size: 256 | lm loss: 3.368536E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.625 | TFLOPs: 32.24 | 7: iteration 50820/ 60336 | consumed samples: 13009920 | consumed tokens: 26644316160 | elapsed time per iteration (s): 0.37 | learning rate: 3.104E-05 | global batch size: 256 | lm loss: 3.370279E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.609 | TFLOPs: 32.24 | 7: iteration 50830/ 60336 | consumed samples: 13012480 | consumed tokens: 26649559040 | elapsed time per iteration (s): 0.37 | learning rate: 3.102E-05 | global batch size: 256 | lm loss: 3.363671E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.545 | TFLOPs: 32.23 | 7: iteration 50840/ 60336 | consumed samples: 13015040 | consumed tokens: 26654801920 | elapsed time per iteration (s): 0.38 | learning rate: 3.099E-05 | global batch size: 256 | lm loss: 3.371838E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.120 | TFLOPs: 31.84 | 7: iteration 50850/ 60336 | consumed samples: 13017600 | consumed tokens: 26660044800 | elapsed time per iteration (s): 0.37 | learning rate: 3.097E-05 | global batch size: 256 | lm loss: 3.360366E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.584 | TFLOPs: 32.23 | 7: iteration 50860/ 60336 | consumed samples: 13020160 | consumed tokens: 26665287680 | elapsed time per iteration (s): 0.37 | learning rate: 3.095E-05 | global batch size: 256 | lm loss: 3.364152E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.463 | TFLOPs: 32.23 | 7: iteration 50870/ 60336 | consumed samples: 13022720 | consumed tokens: 26670530560 | elapsed time per iteration (s): 0.37 | learning rate: 3.093E-05 | global batch size: 256 | lm loss: 3.372044E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.371 | TFLOPs: 32.22 | 7: iteration 50880/ 60336 | consumed samples: 13025280 | consumed tokens: 26675773440 | elapsed time per iteration (s): 0.37 | learning rate: 3.090E-05 | global batch size: 256 | lm loss: 3.363851E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.458 | TFLOPs: 32.23 | 7: iteration 50890/ 60336 | consumed samples: 13027840 | consumed tokens: 26681016320 | elapsed time per iteration (s): 0.37 | learning rate: 3.088E-05 | global batch size: 256 | lm loss: 3.360771E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.561 | TFLOPs: 32.23 | 7: iteration 50900/ 60336 | consumed samples: 13030400 | consumed tokens: 26686259200 | elapsed time per iteration (s): 0.37 | learning rate: 3.086E-05 | global batch size: 256 | lm loss: 3.364755E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.620 | TFLOPs: 32.24 | 7: iteration 50910/ 60336 | consumed samples: 13032960 | consumed tokens: 26691502080 | elapsed time per iteration (s): 0.37 | learning rate: 3.084E-05 | global batch size: 256 | lm loss: 3.360503E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.393 | TFLOPs: 32.22 | 7: iteration 50920/ 60336 | consumed samples: 13035520 | consumed tokens: 26696744960 | elapsed time per iteration (s): 0.37 | learning rate: 3.081E-05 | global batch size: 256 | lm loss: 3.362906E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.685 | TFLOPs: 32.24 | 7: iteration 50930/ 60336 | consumed samples: 13038080 | consumed tokens: 26701987840 | elapsed time per iteration (s): 0.37 | learning rate: 3.079E-05 | global batch size: 256 | lm loss: 3.361282E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.615 | TFLOPs: 32.24 | 7: iteration 50940/ 60336 | consumed samples: 13040640 | consumed tokens: 26707230720 | elapsed time per iteration (s): 0.37 | learning rate: 3.077E-05 | global batch size: 256 | lm loss: 3.365107E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.463 | TFLOPs: 32.23 | 7: iteration 50950/ 60336 | consumed samples: 13043200 | consumed tokens: 26712473600 | elapsed time per iteration (s): 0.37 | learning rate: 3.075E-05 | global batch size: 256 | lm loss: 3.358926E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.590 | TFLOPs: 32.23 | 7: iteration 50960/ 60336 | consumed samples: 13045760 | consumed tokens: 26717716480 | elapsed time per iteration (s): 0.37 | learning rate: 3.072E-05 | global batch size: 256 | lm loss: 3.359637E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.755 | TFLOPs: 32.24 | 7: iteration 50970/ 60336 | consumed samples: 13048320 | consumed tokens: 26722959360 | elapsed time per iteration (s): 0.37 | learning rate: 3.070E-05 | global batch size: 256 | lm loss: 3.364212E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.031 | TFLOPs: 32.25 | 7: iteration 50980/ 60336 | consumed samples: 13050880 | consumed tokens: 26728202240 | elapsed time per iteration (s): 0.37 | learning rate: 3.068E-05 | global batch size: 256 | lm loss: 3.367161E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.843 | TFLOPs: 32.25 | 7: iteration 50990/ 60336 | consumed samples: 13053440 | consumed tokens: 26733445120 | elapsed time per iteration (s): 0.37 | learning rate: 3.066E-05 | global batch size: 256 | lm loss: 3.366130E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.407 | TFLOPs: 32.23 | 7: iteration 51000/ 60336 | consumed samples: 13056000 | consumed tokens: 26738688000 | elapsed time per iteration (s): 0.37 | learning rate: 3.063E-05 | global batch size: 256 | lm loss: 3.367081E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.646 | TFLOPs: 32.24 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 51000 | lm loss value: 3.955569E+00 | lm loss PPL: 5.222538E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 51000 to checkpoints_146m32b100mdedup 0: [2023-03-17 05:13:00,110] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step51000 is begin to save! 0: [2023-03-17 05:13:00,113] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step51000/layer_01-model_00-model_states.pt... 0: [2023-03-17 05:13:00,208] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step51000/layer_01-model_00-model_states.pt. 0: [2023-03-17 05:13:00,208] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step51000/layer_03-model_00-model_states.pt... 0: [2023-03-17 05:13:00,226] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step51000/layer_03-model_00-model_states.pt. 0: [2023-03-17 05:13:00,226] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving 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checkpoints_146m32b100mdedup/global_step51000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:13:00,462] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step51000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-17 05:13:00,462] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step51000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-17 05:13:00,462] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step51000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:13:00,462] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step51000 is ready now! 5: [2023-03-17 05:13:00,462] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step51000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:13:00,462] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step51000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:13:00,462] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step51000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-17 05:13:00,462] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step51000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-17 05:13:00,462] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step51000 is ready now! 5: [2023-03-17 05:13:00,462] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step51000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-17 05:13:00,462] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step51000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-17 05:13:00,462] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step51000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 5: [2023-03-17 05:13:00,462] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step51000 is ready now! 5: [2023-03-17 05:13:00,462] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step51000 is ready now! 5: [2023-03-17 05:13:00,462] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step51000 is ready now! 5: [2023-03-17 05:13:00,462] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step51000 is ready now! 5: [2023-03-17 05:13:00,462] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step51000 is ready now! 5: [2023-03-17 05:13:00,468] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step51000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:13:00,468] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step51000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-17 05:13:00,468] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step51000 is ready now! 0: successfully saved checkpoint at iteration 51000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 432.78 7: iteration 51010/ 60336 | consumed samples: 13058560 | consumed tokens: 26743930880 | elapsed time per iteration (s): 0.42 | learning rate: 3.061E-05 | global batch size: 256 | lm loss: 3.372676E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 604.166 | TFLOPs: 28.20 | 7: iteration 51020/ 60336 | consumed samples: 13061120 | consumed tokens: 26749173760 | elapsed time per iteration (s): 0.37 | learning rate: 3.059E-05 | global batch size: 256 | lm loss: 3.367736E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.434 | TFLOPs: 32.23 | 7: iteration 51030/ 60336 | consumed samples: 13063680 | consumed tokens: 26754416640 | elapsed time per iteration (s): 0.37 | learning rate: 3.057E-05 | global batch size: 256 | lm loss: 3.367225E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.204 | TFLOPs: 31.94 | 7: iteration 51040/ 60336 | consumed samples: 13066240 | consumed tokens: 26759659520 | elapsed time per iteration (s): 0.37 | learning rate: 3.054E-05 | global batch size: 256 | lm loss: 3.367580E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.538 | TFLOPs: 32.23 | 7: iteration 51050/ 60336 | consumed samples: 13068800 | consumed tokens: 26764902400 | elapsed time per iteration (s): 0.37 | learning rate: 3.052E-05 | global batch size: 256 | lm loss: 3.375292E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.797 | TFLOPs: 32.24 | 7: iteration 51060/ 60336 | consumed samples: 13071360 | consumed tokens: 26770145280 | elapsed time per iteration (s): 0.37 | learning rate: 3.050E-05 | global batch size: 256 | lm loss: 3.363130E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.227 | TFLOPs: 31.89 | 7: iteration 51070/ 60336 | consumed samples: 13073920 | consumed tokens: 26775388160 | elapsed time per iteration (s): 0.37 | learning rate: 3.048E-05 | global batch size: 256 | lm loss: 3.360394E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.532 | TFLOPs: 32.23 | 7: iteration 51080/ 60336 | consumed samples: 13076480 | consumed tokens: 26780631040 | elapsed time per iteration (s): 0.37 | learning rate: 3.046E-05 | global batch size: 256 | lm loss: 3.365102E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.172 | TFLOPs: 32.21 | 7: iteration 51090/ 60336 | consumed samples: 13079040 | consumed tokens: 26785873920 | elapsed time per iteration (s): 0.37 | learning rate: 3.043E-05 | global batch size: 256 | lm loss: 3.365067E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.015 | TFLOPs: 32.25 | 7: iteration 51100/ 60336 | consumed samples: 13081600 | consumed tokens: 26791116800 | elapsed time per iteration (s): 0.37 | learning rate: 3.041E-05 | global batch size: 256 | lm loss: 3.365267E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.136 | TFLOPs: 32.26 | 7: iteration 51110/ 60336 | consumed samples: 13084160 | consumed tokens: 26796359680 | elapsed time per iteration (s): 0.37 | learning rate: 3.039E-05 | global batch size: 256 | lm loss: 3.365594E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.946 | TFLOPs: 31.92 | 7: iteration 51120/ 60336 | consumed samples: 13086720 | consumed tokens: 26801602560 | elapsed time per iteration (s): 0.37 | learning rate: 3.037E-05 | global batch size: 256 | lm loss: 3.362820E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.859 | TFLOPs: 32.25 | 7: iteration 51130/ 60336 | consumed samples: 13089280 | consumed tokens: 26806845440 | elapsed time per iteration (s): 0.37 | learning rate: 3.035E-05 | global batch size: 256 | lm loss: 3.368515E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.268 | TFLOPs: 32.27 | 7: iteration 51140/ 60336 | consumed samples: 13091840 | consumed tokens: 26812088320 | elapsed time per iteration (s): 0.37 | learning rate: 3.032E-05 | global batch size: 256 | lm loss: 3.368175E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.815 | TFLOPs: 32.24 | 7: iteration 51150/ 60336 | consumed samples: 13094400 | consumed tokens: 26817331200 | elapsed time per iteration (s): 0.37 | learning rate: 3.030E-05 | global batch size: 256 | lm loss: 3.364780E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.207 | TFLOPs: 32.26 | 7: iteration 51160/ 60336 | consumed samples: 13096960 | consumed tokens: 26822574080 | elapsed time per iteration (s): 0.37 | learning rate: 3.028E-05 | global batch size: 256 | lm loss: 3.362212E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.354 | TFLOPs: 32.08 | 7: iteration 51170/ 60336 | consumed samples: 13099520 | consumed tokens: 26827816960 | elapsed time per iteration (s): 0.37 | learning rate: 3.026E-05 | global batch size: 256 | lm loss: 3.370324E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.553 | TFLOPs: 32.23 | 7: iteration 51180/ 60336 | consumed samples: 13102080 | consumed tokens: 26833059840 | elapsed time per iteration (s): 0.37 | learning rate: 3.024E-05 | global batch size: 256 | lm loss: 3.368807E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.834 | TFLOPs: 32.25 | 7: iteration 51190/ 60336 | consumed samples: 13104640 | consumed tokens: 26838302720 | elapsed time per iteration (s): 0.37 | learning rate: 3.021E-05 | global batch size: 256 | lm loss: 3.362216E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.988 | TFLOPs: 32.25 | 7: iteration 51200/ 60336 | consumed samples: 13107200 | consumed tokens: 26843545600 | elapsed time per iteration (s): 0.37 | learning rate: 3.019E-05 | global batch size: 256 | lm loss: 3.367957E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.862 | TFLOPs: 32.25 | 7: iteration 51210/ 60336 | consumed samples: 13109760 | consumed tokens: 26848788480 | elapsed time per iteration (s): 0.37 | learning rate: 3.017E-05 | global batch size: 256 | lm loss: 3.358921E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.671 | TFLOPs: 32.24 | 7: iteration 51220/ 60336 | consumed samples: 13112320 | consumed tokens: 26854031360 | elapsed time per iteration (s): 0.37 | learning rate: 3.015E-05 | global batch size: 256 | lm loss: 3.362719E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.582 | TFLOPs: 32.23 | 7: iteration 51230/ 60336 | consumed samples: 13114880 | consumed tokens: 26859274240 | elapsed time per iteration (s): 0.37 | learning rate: 3.013E-05 | global batch size: 256 | lm loss: 3.370333E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.675 | TFLOPs: 32.24 | 7: iteration 51240/ 60336 | consumed samples: 13117440 | consumed tokens: 26864517120 | elapsed time per iteration (s): 0.37 | learning rate: 3.010E-05 | global batch size: 256 | lm loss: 3.363037E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.793 | TFLOPs: 32.24 | 7: iteration 51250/ 60336 | consumed samples: 13120000 | consumed tokens: 26869760000 | elapsed time per iteration (s): 0.37 | learning rate: 3.008E-05 | global batch size: 256 | lm loss: 3.366433E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.878 | TFLOPs: 32.25 | 7: iteration 51260/ 60336 | consumed samples: 13122560 | consumed tokens: 26875002880 | elapsed time per iteration (s): 0.37 | learning rate: 3.006E-05 | global batch size: 256 | lm loss: 3.361214E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.970 | TFLOPs: 32.21 | 7: iteration 51270/ 60336 | consumed samples: 13125120 | consumed tokens: 26880245760 | elapsed time per iteration (s): 0.37 | learning rate: 3.004E-05 | global batch size: 256 | lm loss: 3.367369E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.354 | TFLOPs: 32.18 | 7: iteration 51280/ 60336 | consumed samples: 13127680 | consumed tokens: 26885488640 | elapsed time per iteration (s): 0.37 | learning rate: 3.002E-05 | global batch size: 256 | lm loss: 3.362895E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.564 | TFLOPs: 32.19 | 7: iteration 51290/ 60336 | consumed samples: 13130240 | consumed tokens: 26890731520 | elapsed time per iteration (s): 0.37 | learning rate: 3.000E-05 | global batch size: 256 | lm loss: 3.362505E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.918 | TFLOPs: 32.20 | 7: iteration 51300/ 60336 | consumed samples: 13132800 | consumed tokens: 26895974400 | elapsed time per iteration (s): 0.37 | learning rate: 2.997E-05 | global batch size: 256 | lm loss: 3.366553E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.725 | TFLOPs: 32.19 | 7: iteration 51310/ 60336 | consumed samples: 13135360 | consumed tokens: 26901217280 | elapsed time per iteration (s): 0.37 | learning rate: 2.995E-05 | global batch size: 256 | lm loss: 3.365807E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.929 | TFLOPs: 32.20 | 7: iteration 51320/ 60336 | consumed samples: 13137920 | consumed tokens: 26906460160 | elapsed time per iteration (s): 0.37 | learning rate: 2.993E-05 | global batch size: 256 | lm loss: 3.371274E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.099 | TFLOPs: 32.21 | 7: iteration 51330/ 60336 | consumed samples: 13140480 | consumed tokens: 26911703040 | elapsed time per iteration (s): 0.37 | learning rate: 2.991E-05 | global batch size: 256 | lm loss: 3.361711E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.031 | TFLOPs: 32.21 | 7: iteration 51340/ 60336 | consumed samples: 13143040 | consumed tokens: 26916945920 | elapsed time per iteration (s): 0.37 | learning rate: 2.989E-05 | global batch size: 256 | lm loss: 3.357591E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.788 | TFLOPs: 32.20 | 7: iteration 51350/ 60336 | consumed samples: 13145600 | consumed tokens: 26922188800 | elapsed time per iteration (s): 0.37 | learning rate: 2.987E-05 | global batch size: 256 | lm loss: 3.365077E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.078 | TFLOPs: 32.21 | 7: iteration 51360/ 60336 | consumed samples: 13148160 | consumed tokens: 26927431680 | elapsed time per iteration (s): 0.37 | learning rate: 2.984E-05 | global batch size: 256 | lm loss: 3.356179E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.964 | TFLOPs: 32.20 | 7: iteration 51370/ 60336 | consumed samples: 13150720 | consumed tokens: 26932674560 | elapsed time per iteration (s): 0.38 | learning rate: 2.982E-05 | global batch size: 256 | lm loss: 3.367775E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.698 | TFLOPs: 31.54 | 7: iteration 51380/ 60336 | consumed samples: 13153280 | consumed tokens: 26937917440 | elapsed time per iteration (s): 0.37 | learning rate: 2.980E-05 | global batch size: 256 | lm loss: 3.364032E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.722 | TFLOPs: 32.10 | 7: iteration 51390/ 60336 | consumed samples: 13155840 | consumed tokens: 26943160320 | elapsed time per iteration (s): 0.37 | learning rate: 2.978E-05 | global batch size: 256 | lm loss: 3.364242E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.552 | TFLOPs: 32.09 | 7: iteration 51400/ 60336 | consumed samples: 13158400 | consumed tokens: 26948403200 | elapsed time per iteration (s): 0.37 | learning rate: 2.976E-05 | global batch size: 256 | lm loss: 3.363911E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.079 | TFLOPs: 32.12 | 7: iteration 51410/ 60336 | consumed samples: 13160960 | consumed tokens: 26953646080 | elapsed time per iteration (s): 0.37 | learning rate: 2.974E-05 | global batch size: 256 | lm loss: 3.367320E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.373 | TFLOPs: 32.08 | 7: iteration 51420/ 60336 | consumed samples: 13163520 | consumed tokens: 26958888960 | elapsed time per iteration (s): 0.37 | learning rate: 2.972E-05 | global batch size: 256 | lm loss: 3.364555E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.151 | TFLOPs: 32.07 | 7: iteration 51430/ 60336 | consumed samples: 13166080 | consumed tokens: 26964131840 | elapsed time per iteration (s): 0.37 | learning rate: 2.969E-05 | global batch size: 256 | lm loss: 3.370436E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.816 | TFLOPs: 32.10 | 7: iteration 51440/ 60336 | consumed samples: 13168640 | consumed tokens: 26969374720 | elapsed time per iteration (s): 0.37 | learning rate: 2.967E-05 | global batch size: 256 | lm loss: 3.367181E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.550 | TFLOPs: 32.09 | 7: iteration 51450/ 60336 | consumed samples: 13171200 | consumed tokens: 26974617600 | elapsed time per iteration (s): 0.37 | learning rate: 2.965E-05 | global batch size: 256 | lm loss: 3.360684E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.731 | TFLOPs: 32.10 | 7: iteration 51460/ 60336 | consumed samples: 13173760 | consumed tokens: 26979860480 | elapsed time per iteration (s): 0.37 | learning rate: 2.963E-05 | global batch size: 256 | lm loss: 3.362052E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.464 | TFLOPs: 32.09 | 7: iteration 51470/ 60336 | consumed samples: 13176320 | consumed tokens: 26985103360 | elapsed time per iteration (s): 0.37 | learning rate: 2.961E-05 | global batch size: 256 | lm loss: 3.364115E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.755 | TFLOPs: 32.10 | 7: iteration 51480/ 60336 | consumed samples: 13178880 | consumed tokens: 26990346240 | elapsed time per iteration (s): 0.37 | learning rate: 2.959E-05 | global batch size: 256 | lm loss: 3.363815E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.806 | TFLOPs: 32.20 | 7: iteration 51490/ 60336 | consumed samples: 13181440 | consumed tokens: 26995589120 | elapsed time per iteration (s): 0.37 | learning rate: 2.957E-05 | global batch size: 256 | lm loss: 3.361047E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.774 | TFLOPs: 32.20 | 7: iteration 51500/ 60336 | consumed samples: 13184000 | consumed tokens: 27000832000 | elapsed time per iteration (s): 0.37 | learning rate: 2.955E-05 | global batch size: 256 | lm loss: 3.364870E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.696 | TFLOPs: 32.19 | 7: iteration 51510/ 60336 | consumed samples: 13186560 | consumed tokens: 27006074880 | elapsed time per iteration (s): 0.37 | learning rate: 2.952E-05 | global batch size: 256 | lm loss: 3.363852E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.509 | TFLOPs: 32.18 | 7: iteration 51520/ 60336 | consumed samples: 13189120 | consumed tokens: 27011317760 | elapsed time per iteration (s): 0.37 | learning rate: 2.950E-05 | global batch size: 256 | lm loss: 3.358438E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.202 | TFLOPs: 32.22 | 7: iteration 51530/ 60336 | consumed samples: 13191680 | consumed tokens: 27016560640 | elapsed time per iteration (s): 0.38 | learning rate: 2.948E-05 | global batch size: 256 | lm loss: 3.365432E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of 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(s): 0.37 | learning rate: 2.882E-05 | global batch size: 256 | lm loss: 3.359821E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.817 | TFLOPs: 32.20 | 7: iteration 51860/ 60336 | consumed samples: 13276160 | consumed tokens: 27189575680 | elapsed time per iteration (s): 0.37 | learning rate: 2.880E-05 | global batch size: 256 | lm loss: 3.356987E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.896 | TFLOPs: 32.20 | 7: iteration 51870/ 60336 | consumed samples: 13278720 | consumed tokens: 27194818560 | elapsed time per iteration (s): 0.37 | learning rate: 2.878E-05 | global batch size: 256 | lm loss: 3.362170E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.863 | TFLOPs: 32.20 | 7: iteration 51880/ 60336 | consumed samples: 13281280 | consumed 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60336 | consumed samples: 13288960 | consumed tokens: 27215790080 | elapsed time per iteration (s): 0.37 | learning rate: 2.869E-05 | global batch size: 256 | lm loss: 3.365152E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.300 | TFLOPs: 32.17 | 7: iteration 51920/ 60336 | consumed samples: 13291520 | consumed tokens: 27221032960 | elapsed time per iteration (s): 0.37 | learning rate: 2.867E-05 | global batch size: 256 | lm loss: 3.363628E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.613 | TFLOPs: 32.19 | 7: iteration 51930/ 60336 | consumed samples: 13294080 | consumed tokens: 27226275840 | elapsed time per iteration (s): 0.37 | learning rate: 2.865E-05 | global batch size: 256 | lm loss: 3.362669E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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number of nan iterations: 0 | samples per second: 690.093 | TFLOPs: 32.21 | 7: iteration 51970/ 60336 | consumed samples: 13304320 | consumed tokens: 27247247360 | elapsed time per iteration (s): 0.37 | learning rate: 2.857E-05 | global batch size: 256 | lm loss: 3.364138E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.412 | TFLOPs: 31.99 | 7: iteration 51980/ 60336 | consumed samples: 13306880 | consumed tokens: 27252490240 | elapsed time per iteration (s): 0.37 | learning rate: 2.855E-05 | global batch size: 256 | lm loss: 3.359865E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.874 | TFLOPs: 32.11 | 7: iteration 51990/ 60336 | consumed samples: 13309440 | consumed tokens: 27257733120 | elapsed time per iteration (s): 0.37 | learning rate: 2.853E-05 | global batch size: 256 | lm loss: 3.359044E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.636 | TFLOPs: 31.96 | 0: [2023-03-17 05:19:12,241] [INFO] [logging.py:68:log_dist] [Rank 0] step=52000, skipped=0, lr=[2.8512224096287758e-05, 2.8512224096287758e-05, 2.8512224096287758e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 52000/ 60336 | consumed samples: 13312000 | consumed tokens: 27262976000 | elapsed time per iteration (s): 0.37 | learning rate: 2.851E-05 | global batch size: 256 | lm loss: 3.363729E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.443 | TFLOPs: 31.95 | 0: steps: 52000 loss: 3.3545 iter time (s): 0.379 samples/sec: 676.164 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 52000 | lm loss value: 3.974275E+00 | lm loss PPL: 5.321151E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 52000 to checkpoints_146m32b100mdedup 0: [2023-03-17 05:19:12,367] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step52000 is begin to save! 0: [2023-03-17 05:19:12,383] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step52000/layer_01-model_00-model_states.pt... 0: [2023-03-17 05:19:12,473] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step52000/layer_01-model_00-model_states.pt. 0: [2023-03-17 05:19:12,474] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step52000/layer_03-model_00-model_states.pt... 0: [2023-03-17 05:19:12,490] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step52000/layer_03-model_00-model_states.pt. 0: [2023-03-17 05:19:12,490] 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checkpoints_146m32b100mdedup/global_step52000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt 1: [2023-03-17 05:19:12,687] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 0: [2023-03-17 05:19:12,756] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step52000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt. 0: [2023-03-17 05:19:12,756] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step52000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt. 0: [2023-03-17 05:19:12,755] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step52000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt. 0: [2023-03-17 05:19:12,756] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step52000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 0: [2023-03-17 05:19:12,756] [INFO] 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checkpoints_146m32b100mdedup/global_step52000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 4: [2023-03-17 05:19:12,690] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 4: [2023-03-17 05:19:12,690] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 3: [2023-03-17 05:19:12,846] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step52000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 4: [2023-03-17 05:19:12,690] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 4: [2023-03-17 05:19:12,690] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 4: [2023-03-17 05:19:12,690] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 3: [2023-03-17 05:19:12,846] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] 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[Torch] Saved checkpoints_146m32b100mdedup/global_step52000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-17 05:19:12,697] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 2: [2023-03-17 05:19:12,696] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step52000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt. 2: [2023-03-17 05:19:12,697] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 2: [2023-03-17 05:19:12,697] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 2: [2023-03-17 05:19:12,697] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step52000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-17 05:19:12,697] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step52000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 2: [2023-03-17 05:19:12,697] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step52000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-17 05:19:12,697] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step52000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 05:19:12,697] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 2: [2023-03-17 05:19:12,697] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 2: [2023-03-17 05:19:12,697] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 2: [2023-03-17 05:19:12,697] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step52000 is ready now! 6: [2023-03-17 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per second: 689.898 | TFLOPs: 32.20 | 7: iteration 52030/ 60336 | consumed samples: 13319680 | consumed tokens: 27278704640 | elapsed time per iteration (s): 0.37 | learning rate: 2.845E-05 | global batch size: 256 | lm loss: 3.368694E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.226 | TFLOPs: 32.22 | 7: iteration 52040/ 60336 | consumed samples: 13322240 | consumed tokens: 27283947520 | elapsed time per iteration (s): 0.37 | learning rate: 2.843E-05 | global batch size: 256 | lm loss: 3.367373E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.410 | TFLOPs: 32.18 | 7: iteration 52050/ 60336 | consumed samples: 13324800 | consumed tokens: 27289190400 | elapsed time per iteration (s): 0.38 | learning rate: 2.841E-05 | global batch size: 256 | lm loss: 3.356912E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.622 | TFLOPs: 31.86 | 7: iteration 52060/ 60336 | consumed samples: 13327360 | consumed tokens: 27294433280 | elapsed time per iteration (s): 0.37 | learning rate: 2.839E-05 | global batch size: 256 | lm loss: 3.356482E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.210 | TFLOPs: 32.22 | 7: iteration 52070/ 60336 | consumed samples: 13329920 | consumed tokens: 27299676160 | elapsed time per iteration (s): 0.37 | learning rate: 2.837E-05 | global batch size: 256 | lm loss: 3.356432E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.753 | TFLOPs: 32.20 | 7: iteration 52080/ 60336 | consumed samples: 13332480 | consumed tokens: 27304919040 | elapsed time per iteration (s): 0.37 | learning rate: 2.835E-05 | global batch size: 256 | lm loss: 3.363524E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.526 | TFLOPs: 32.18 | 7: iteration 52090/ 60336 | consumed samples: 13335040 | consumed tokens: 27310161920 | elapsed time per iteration (s): 0.37 | learning rate: 2.833E-05 | global batch size: 256 | lm loss: 3.361168E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.611 | TFLOPs: 32.00 | 7: iteration 52100/ 60336 | consumed samples: 13337600 | consumed tokens: 27315404800 | elapsed time per iteration (s): 0.37 | learning rate: 2.831E-05 | global batch size: 256 | lm loss: 3.367563E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.910 | TFLOPs: 31.97 | 7: iteration 52110/ 60336 | consumed samples: 13340160 | consumed tokens: 27320647680 | elapsed time per iteration (s): 0.38 | learning rate: 2.829E-05 | global batch size: 256 | lm loss: 3.362217E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.498 | TFLOPs: 31.76 | 7: iteration 52120/ 60336 | consumed samples: 13342720 | consumed tokens: 27325890560 | elapsed time per iteration (s): 0.38 | learning rate: 2.827E-05 | global batch size: 256 | lm loss: 3.360586E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.496 | TFLOPs: 31.86 | 7: iteration 52130/ 60336 | consumed samples: 13345280 | consumed tokens: 27331133440 | elapsed time per iteration (s): 0.37 | learning rate: 2.825E-05 | global batch size: 256 | lm loss: 3.362780E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.054 | TFLOPs: 31.93 | 7: iteration 52140/ 60336 | consumed samples: 13347840 | consumed tokens: 27336376320 | elapsed time per iteration (s): 0.38 | learning rate: 2.823E-05 | global batch size: 256 | lm loss: 3.365086E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.440 | TFLOPs: 31.71 | 7: iteration 52150/ 60336 | consumed samples: 13350400 | consumed tokens: 27341619200 | elapsed time per iteration (s): 0.38 | learning rate: 2.821E-05 | global batch size: 256 | lm loss: 3.358809E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.804 | TFLOPs: 31.54 | 7: iteration 52160/ 60336 | consumed samples: 13352960 | consumed tokens: 27346862080 | elapsed time per iteration (s): 0.38 | learning rate: 2.819E-05 | global batch size: 256 | lm loss: 3.365874E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.691 | TFLOPs: 31.54 | 7: iteration 52170/ 60336 | consumed samples: 13355520 | consumed tokens: 27352104960 | elapsed time per iteration (s): 0.37 | learning rate: 2.817E-05 | global batch size: 256 | lm loss: 3.363287E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.075 | TFLOPs: 31.93 | 7: iteration 52180/ 60336 | consumed samples: 13358080 | consumed tokens: 27357347840 | elapsed time per iteration (s): 0.38 | learning rate: 2.815E-05 | global batch size: 256 | lm loss: 3.366043E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 670.164 | TFLOPs: 31.28 | 7: iteration 52190/ 60336 | consumed samples: 13360640 | consumed tokens: 27362590720 | elapsed time per iteration (s): 0.39 | learning rate: 2.813E-05 | global batch size: 256 | lm loss: 3.367653E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 654.547 | TFLOPs: 30.55 | 7: iteration 52200/ 60336 | consumed samples: 13363200 | consumed tokens: 27367833600 | elapsed time per iteration (s): 0.38 | learning rate: 2.811E-05 | global batch size: 256 | lm loss: 3.361626E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.281 | TFLOPs: 31.52 | 7: iteration 52210/ 60336 | consumed samples: 13365760 | consumed tokens: 27373076480 | elapsed time per iteration (s): 0.38 | learning rate: 2.810E-05 | global batch size: 256 | lm loss: 3.361682E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.419 | TFLOPs: 31.39 | 7: iteration 52220/ 60336 | consumed samples: 13368320 | consumed tokens: 27378319360 | elapsed time per iteration (s): 0.38 | learning rate: 2.808E-05 | global batch size: 256 | lm loss: 3.368945E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 672.434 | TFLOPs: 31.39 | 7: iteration 52230/ 60336 | consumed samples: 13370880 | consumed tokens: 27383562240 | elapsed time per iteration (s): 0.37 | learning rate: 2.806E-05 | global batch size: 256 | lm loss: 3.365218E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.781 | TFLOPs: 31.92 | 7: iteration 52240/ 60336 | consumed samples: 13373440 | consumed tokens: 27388805120 | elapsed time per iteration (s): 0.39 | learning rate: 2.804E-05 | global batch size: 256 | lm loss: 3.362401E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 659.525 | TFLOPs: 30.78 | 7: iteration 52250/ 60336 | consumed samples: 13376000 | consumed tokens: 27394048000 | elapsed time per iteration (s): 0.38 | learning rate: 2.802E-05 | global batch size: 256 | lm loss: 3.365065E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | 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lm loss: 3.364200E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.797 | TFLOPs: 31.92 | 7: iteration 52320/ 60336 | consumed samples: 13393920 | consumed tokens: 27430748160 | elapsed time per iteration (s): 0.38 | learning rate: 2.788E-05 | global batch size: 256 | lm loss: 3.364152E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.459 | TFLOPs: 31.67 | 7: iteration 52330/ 60336 | consumed samples: 13396480 | consumed tokens: 27435991040 | elapsed time per iteration (s): 0.37 | learning rate: 2.786E-05 | global batch size: 256 | lm loss: 3.360601E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.846 | TFLOPs: 31.97 | 7: iteration 52340/ 60336 | consumed samples: 13399040 | consumed tokens: 27441233920 | elapsed time per iteration (s): 0.38 | 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consumed samples: 13414400 | consumed tokens: 27472691200 | elapsed time per iteration (s): 0.37 | learning rate: 2.773E-05 | global batch size: 256 | lm loss: 3.363319E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.836 | TFLOPs: 32.20 | 7: iteration 52410/ 60336 | consumed samples: 13416960 | consumed tokens: 27477934080 | elapsed time per iteration (s): 0.37 | learning rate: 2.771E-05 | global batch size: 256 | lm loss: 3.363477E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.682 | TFLOPs: 32.19 | 7: iteration 52420/ 60336 | consumed samples: 13419520 | consumed tokens: 27483176960 | elapsed time per iteration (s): 0.37 | learning rate: 2.769E-05 | global batch size: 256 | lm loss: 3.362219E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.833 | TFLOPs: 32.20 | 7: iteration 52430/ 60336 | consumed samples: 13422080 | consumed tokens: 27488419840 | elapsed time per iteration (s): 0.37 | learning rate: 2.767E-05 | global batch size: 256 | lm loss: 3.368063E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.692 | TFLOPs: 32.19 | 7: iteration 52440/ 60336 | consumed samples: 13424640 | consumed tokens: 27493662720 | elapsed time per iteration (s): 0.37 | learning rate: 2.765E-05 | global batch size: 256 | lm loss: 3.364482E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.917 | TFLOPs: 31.88 | 7: iteration 52450/ 60336 | consumed samples: 13427200 | consumed tokens: 27498905600 | elapsed time per iteration (s): 0.37 | learning rate: 2.763E-05 | global batch size: 256 | lm loss: 3.368179E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of 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| number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.096 | TFLOPs: 31.98 | 7: iteration 52490/ 60336 | consumed samples: 13437440 | consumed tokens: 27519877120 | elapsed time per iteration (s): 0.37 | learning rate: 2.755E-05 | global batch size: 256 | lm loss: 3.361831E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.807 | TFLOPs: 32.20 | 7: iteration 52500/ 60336 | consumed samples: 13440000 | consumed tokens: 27525120000 | elapsed time per iteration (s): 0.37 | learning rate: 2.754E-05 | global batch size: 256 | lm loss: 3.365262E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.342 | TFLOPs: 31.94 | 7: iteration 52510/ 60336 | consumed samples: 13442560 | consumed tokens: 27530362880 | elapsed time per iteration (s): 0.37 | learning rate: 2.752E-05 | global batch size: 256 | lm loss: 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7: iteration 52630/ 60336 | consumed samples: 13473280 | consumed tokens: 27593277440 | elapsed time per iteration (s): 0.37 | learning rate: 2.729E-05 | global batch size: 256 | lm loss: 3.367228E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.906 | TFLOPs: 32.20 | 7: iteration 52640/ 60336 | consumed samples: 13475840 | consumed tokens: 27598520320 | elapsed time per iteration (s): 0.38 | learning rate: 2.727E-05 | global batch size: 256 | lm loss: 3.365042E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.440 | TFLOPs: 31.67 | 7: iteration 52650/ 60336 | consumed samples: 13478400 | consumed tokens: 27603763200 | elapsed time per iteration (s): 0.37 | learning rate: 2.725E-05 | global batch size: 256 | lm loss: 3.363117E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | 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norm: 0.245 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.205 | TFLOPs: 32.08 | 7: iteration 52720/ 60336 | consumed samples: 13496320 | consumed tokens: 27640463360 | elapsed time per iteration (s): 0.37 | learning rate: 2.712E-05 | global batch size: 256 | lm loss: 3.370457E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.552 | TFLOPs: 32.23 | 7: iteration 52730/ 60336 | consumed samples: 13498880 | consumed tokens: 27645706240 | elapsed time per iteration (s): 0.37 | learning rate: 2.711E-05 | global batch size: 256 | lm loss: 3.363127E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.306 | TFLOPs: 32.22 | 7: iteration 52740/ 60336 | consumed samples: 13501440 | consumed tokens: 27650949120 | elapsed time per iteration (s): 0.38 | learning rate: 2.709E-05 | global 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tokens: 27682406400 | elapsed time per iteration (s): 0.37 | learning rate: 2.698E-05 | global batch size: 256 | lm loss: 3.367490E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.576 | TFLOPs: 31.95 | 7: iteration 52810/ 60336 | consumed samples: 13519360 | consumed tokens: 27687649280 | elapsed time per iteration (s): 0.37 | learning rate: 2.696E-05 | global batch size: 256 | lm loss: 3.355270E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.494 | TFLOPs: 31.95 | 7: iteration 52820/ 60336 | consumed samples: 13521920 | consumed tokens: 27692892160 | elapsed time per iteration (s): 0.38 | learning rate: 2.694E-05 | global batch size: 256 | lm loss: 3.354668E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.445 | TFLOPs: 31.67 | 7: iteration 52830/ 60336 | consumed samples: 13524480 | consumed tokens: 27698135040 | elapsed time per iteration (s): 0.38 | learning rate: 2.692E-05 | global batch size: 256 | lm loss: 3.364421E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.699 | TFLOPs: 31.68 | 7: iteration 52840/ 60336 | consumed samples: 13527040 | consumed tokens: 27703377920 | elapsed time per iteration (s): 0.37 | learning rate: 2.690E-05 | global batch size: 256 | lm loss: 3.359262E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.671 | TFLOPs: 31.91 | 7: iteration 52850/ 60336 | consumed samples: 13529600 | consumed tokens: 27708620800 | elapsed time per iteration (s): 0.37 | learning rate: 2.689E-05 | global batch size: 256 | lm loss: 3.369101E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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number of nan iterations: 0 | samples per second: 683.088 | TFLOPs: 31.88 | 7: iteration 52890/ 60336 | consumed samples: 13539840 | consumed tokens: 27729592320 | elapsed time per iteration (s): 0.37 | learning rate: 2.681E-05 | global batch size: 256 | lm loss: 3.362584E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.143 | TFLOPs: 32.21 | 7: iteration 52900/ 60336 | consumed samples: 13542400 | consumed tokens: 27734835200 | elapsed time per iteration (s): 0.37 | learning rate: 2.680E-05 | global batch size: 256 | lm loss: 3.360053E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.545 | TFLOPs: 31.91 | 7: iteration 52910/ 60336 | consumed samples: 13544960 | consumed tokens: 27740078080 | elapsed time per iteration (s): 0.37 | learning rate: 2.678E-05 | global batch size: 256 | lm loss: 3.360296E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.466 | TFLOPs: 32.23 | 7: iteration 52920/ 60336 | consumed samples: 13547520 | consumed tokens: 27745320960 | elapsed time per iteration (s): 0.37 | learning rate: 2.676E-05 | global batch size: 256 | lm loss: 3.362760E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.238 | TFLOPs: 31.89 | 7: iteration 52930/ 60336 | consumed samples: 13550080 | consumed tokens: 27750563840 | elapsed time per iteration (s): 0.37 | learning rate: 2.674E-05 | global batch size: 256 | lm loss: 3.359721E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.197 | TFLOPs: 32.22 | 7: iteration 52940/ 60336 | consumed samples: 13552640 | consumed tokens: 27755806720 | elapsed time per iteration (s): 0.37 | learning rate: 2.672E-05 | global batch size: 256 | lm loss: 3.357291E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.888 | TFLOPs: 31.92 | 7: iteration 52950/ 60336 | consumed samples: 13555200 | consumed tokens: 27761049600 | elapsed time per iteration (s): 0.37 | learning rate: 2.671E-05 | global batch size: 256 | lm loss: 3.356890E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.242 | TFLOPs: 31.89 | 7: iteration 52960/ 60336 | consumed samples: 13557760 | consumed tokens: 27766292480 | elapsed time per iteration (s): 0.37 | learning rate: 2.669E-05 | global batch size: 256 | lm loss: 3.365899E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.523 | TFLOPs: 32.18 | 7: iteration 52970/ 60336 | consumed samples: 13560320 | consumed tokens: 27771535360 | elapsed time per iteration (s): 0.37 | learning rate: 2.667E-05 | global batch size: 256 | lm loss: 3.363276E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.952 | TFLOPs: 31.88 | 7: iteration 52980/ 60336 | consumed samples: 13562880 | consumed tokens: 27776778240 | elapsed time per iteration (s): 0.37 | learning rate: 2.665E-05 | global batch size: 256 | lm loss: 3.357639E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.541 | TFLOPs: 32.19 | 7: iteration 52990/ 60336 | consumed samples: 13565440 | consumed tokens: 27782021120 | elapsed time per iteration (s): 0.37 | learning rate: 2.663E-05 | global batch size: 256 | lm loss: 3.358395E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.988 | TFLOPs: 31.93 | 7: iteration 53000/ 60336 | consumed samples: 13568000 | consumed tokens: 27787264000 | elapsed time per iteration (s): 0.37 | learning rate: 2.662E-05 | global batch size: 256 | lm loss: 3.368845E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.814 | TFLOPs: 32.20 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 53000 | lm loss value: 3.979511E+00 | lm loss PPL: 5.349085E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 53000 to checkpoints_146m32b100mdedup 0: [2023-03-17 05:25:28,066] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step53000 is begin to save! 0: [2023-03-17 05:25:28,071] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step53000/layer_01-model_00-model_states.pt... 0: [2023-03-17 05:25:28,162] [INFO] 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checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-17 05:25:28,395] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 5: [2023-03-17 05:25:28,395] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 5: [2023-03-17 05:25:28,395] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 3: [2023-03-17 05:25:28,551] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt. 3: [2023-03-17 05:25:28,551] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt 3: [2023-03-17 05:25:28,551] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-17 05:25:28,551] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 3: [2023-03-17 05:25:28,551] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 0: [2023-03-17 05:25:28,466] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 05:25:28,466] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 7: [2023-03-17 05:25:28,420] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt. 7: [2023-03-17 05:25:28,420] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 7: [2023-03-17 05:25:28,420] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-17 05:25:28,420] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt. 7: [2023-03-17 05:25:28,420] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt. 7: [2023-03-17 05:25:28,420] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt. 7: [2023-03-17 05:25:28,420] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt. 7: [2023-03-17 05:25:28,420] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt. 7: [2023-03-17 05:25:28,420] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-17 05:25:28,420] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-17 05:25:28,420] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt 7: [2023-03-17 05:25:28,420] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-17 05:25:28,420] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt 7: [2023-03-17 05:25:28,420] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt 7: [2023-03-17 05:25:28,420] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-17 05:25:28,420] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step53000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt 7: [2023-03-17 05:25:28,420] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 7: [2023-03-17 05:25:28,420] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 7: [2023-03-17 05:25:28,420] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 7: [2023-03-17 05:25:28,420] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 7: [2023-03-17 05:25:28,420] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 7: [2023-03-17 05:25:28,420] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 7: [2023-03-17 05:25:28,420] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 7: [2023-03-17 05:25:28,420] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step53000 is ready now! 0: successfully saved checkpoint at iteration 53000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 430.77 7: iteration 53010/ 60336 | consumed samples: 13570560 | consumed tokens: 27792506880 | elapsed time per iteration (s): 0.42 | learning rate: 2.660E-05 | global batch size: 256 | lm loss: 3.354660E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 604.988 | TFLOPs: 28.24 | 7: iteration 53020/ 60336 | consumed samples: 13573120 | consumed tokens: 27797749760 | elapsed time per iteration (s): 0.37 | learning rate: 2.658E-05 | global batch size: 256 | lm loss: 3.356433E+00 | grad norm: 0.216 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.798 | TFLOPs: 32.20 | 7: iteration 53030/ 60336 | consumed samples: 13575680 | consumed tokens: 27802992640 | elapsed time per iteration (s): 0.37 | learning rate: 2.656E-05 | global batch size: 256 | lm loss: 3.359021E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.262 | TFLOPs: 31.94 | 7: iteration 53040/ 60336 | consumed samples: 13578240 | consumed tokens: 27808235520 | elapsed time per iteration (s): 0.37 | learning rate: 2.655E-05 | global batch size: 256 | lm loss: 3.358445E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.502 | TFLOPs: 32.18 | 7: iteration 53050/ 60336 | consumed samples: 13580800 | consumed tokens: 27813478400 | elapsed time per iteration (s): 0.37 | learning rate: 2.653E-05 | global batch size: 256 | lm loss: 3.357170E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.203 | TFLOPs: 32.17 | 7: iteration 53060/ 60336 | consumed samples: 13583360 | consumed tokens: 27818721280 | elapsed time per iteration (s): 0.37 | learning rate: 2.651E-05 | global batch size: 256 | lm loss: 3.356918E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.594 | TFLOPs: 32.19 | 7: iteration 53070/ 60336 | consumed samples: 13585920 | consumed tokens: 27823964160 | elapsed time per iteration (s): 0.37 | learning rate: 2.649E-05 | global batch size: 256 | lm loss: 3.356995E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.357 | TFLOPs: 32.18 | 7: iteration 53080/ 60336 | consumed samples: 13588480 | consumed tokens: 27829207040 | elapsed time per iteration (s): 0.37 | learning rate: 2.647E-05 | global batch size: 256 | lm loss: 3.362225E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.769 | TFLOPs: 32.20 | 7: iteration 53090/ 60336 | consumed samples: 13591040 | consumed tokens: 27834449920 | elapsed time per iteration (s): 0.37 | learning rate: 2.646E-05 | global batch size: 256 | lm loss: 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2.640E-05 | global batch size: 256 | lm loss: 3.360410E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.791 | TFLOPs: 32.01 | 7: iteration 53130/ 60336 | consumed samples: 13601280 | consumed tokens: 27855421440 | elapsed time per iteration (s): 0.37 | learning rate: 2.639E-05 | global batch size: 256 | lm loss: 3.365422E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.412 | TFLOPs: 32.18 | 7: iteration 53140/ 60336 | consumed samples: 13603840 | consumed tokens: 27860664320 | elapsed time per iteration (s): 0.37 | learning rate: 2.637E-05 | global batch size: 256 | lm loss: 3.359894E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.428 | TFLOPs: 32.04 | 7: iteration 53150/ 60336 | consumed samples: 13606400 | consumed tokens: 27865907200 | elapsed time per iteration (s): 0.38 | learning rate: 2.635E-05 | global batch size: 256 | lm loss: 3.361468E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.189 | TFLOPs: 31.84 | 7: iteration 53160/ 60336 | consumed samples: 13608960 | consumed tokens: 27871150080 | elapsed time per iteration (s): 0.37 | learning rate: 2.633E-05 | global batch size: 256 | lm loss: 3.359206E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.571 | TFLOPs: 31.91 | 7: iteration 53170/ 60336 | consumed samples: 13611520 | consumed tokens: 27876392960 | elapsed time per iteration (s): 0.38 | learning rate: 2.632E-05 | global batch size: 256 | lm loss: 3.357973E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.568 | TFLOPs: 31.63 | 7: iteration 53180/ 60336 | consumed samples: 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7: iteration 53210/ 60336 | consumed samples: 13621760 | consumed tokens: 27897364480 | elapsed time per iteration (s): 0.37 | learning rate: 2.625E-05 | global batch size: 256 | lm loss: 3.360766E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.532 | TFLOPs: 32.18 | 7: iteration 53220/ 60336 | consumed samples: 13624320 | consumed tokens: 27902607360 | elapsed time per iteration (s): 0.37 | learning rate: 2.623E-05 | global batch size: 256 | lm loss: 3.360238E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.727 | TFLOPs: 32.19 | 7: iteration 53230/ 60336 | consumed samples: 13626880 | consumed tokens: 27907850240 | elapsed time per iteration (s): 0.38 | learning rate: 2.621E-05 | global batch size: 256 | lm loss: 3.360536E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.744 | TFLOPs: 31.77 | 7: iteration 53240/ 60336 | consumed samples: 13629440 | consumed tokens: 27913093120 | elapsed time per iteration (s): 0.37 | learning rate: 2.620E-05 | global batch size: 256 | lm loss: 3.358305E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.753 | TFLOPs: 32.20 | 7: iteration 53250/ 60336 | consumed samples: 13632000 | consumed tokens: 27918336000 | elapsed time per iteration (s): 0.37 | learning rate: 2.618E-05 | global batch size: 256 | lm loss: 3.363529E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.844 | TFLOPs: 32.20 | 7: iteration 53260/ 60336 | consumed samples: 13634560 | consumed tokens: 27923578880 | elapsed time per iteration (s): 0.37 | learning rate: 2.616E-05 | global batch size: 256 | lm loss: 3.357368E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.416 | TFLOPs: 32.18 | 7: iteration 53270/ 60336 | consumed samples: 13637120 | consumed tokens: 27928821760 | elapsed time per iteration (s): 0.37 | learning rate: 2.614E-05 | global batch size: 256 | lm loss: 3.360549E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.502 | TFLOPs: 32.18 | 7: iteration 53280/ 60336 | consumed samples: 13639680 | consumed tokens: 27934064640 | elapsed time per iteration (s): 0.37 | learning rate: 2.613E-05 | global batch size: 256 | lm loss: 3.362620E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.349 | TFLOPs: 32.18 | 7: iteration 53290/ 60336 | consumed samples: 13642240 | consumed tokens: 27939307520 | elapsed time per iteration (s): 0.37 | learning rate: 2.611E-05 | global batch size: 256 | lm loss: 3.356908E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.655 | TFLOPs: 32.19 | 7: iteration 53300/ 60336 | consumed samples: 13644800 | consumed tokens: 27944550400 | elapsed time per iteration (s): 0.37 | learning rate: 2.609E-05 | global batch size: 256 | lm loss: 3.361105E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.608 | TFLOPs: 32.19 | 7: iteration 53310/ 60336 | consumed samples: 13647360 | consumed tokens: 27949793280 | elapsed time per iteration (s): 0.37 | learning rate: 2.608E-05 | global batch size: 256 | lm loss: 3.360453E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.577 | TFLOPs: 32.19 | 7: iteration 53320/ 60336 | consumed samples: 13649920 | consumed tokens: 27955036160 | elapsed time per iteration (s): 0.37 | learning rate: 2.606E-05 | global batch size: 256 | lm loss: 3.360756E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.318 | TFLOPs: 31.94 | 7: iteration 53330/ 60336 | consumed samples: 13652480 | consumed tokens: 27960279040 | elapsed time per iteration (s): 0.37 | learning rate: 2.604E-05 | global batch size: 256 | lm loss: 3.364378E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.578 | TFLOPs: 32.19 | 7: iteration 53340/ 60336 | consumed samples: 13655040 | consumed tokens: 27965521920 | elapsed time per iteration (s): 0.37 | learning rate: 2.602E-05 | global batch size: 256 | lm loss: 3.365934E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.317 | TFLOPs: 32.17 | 7: iteration 53350/ 60336 | consumed samples: 13657600 | consumed tokens: 27970764800 | elapsed time per iteration (s): 0.37 | learning rate: 2.601E-05 | global batch size: 256 | lm loss: 3.368090E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.376 | TFLOPs: 31.99 | 7: iteration 53360/ 60336 | consumed samples: 13660160 | consumed tokens: 27976007680 | elapsed time per iteration (s): 0.37 | learning rate: 2.599E-05 | global batch size: 256 | lm loss: 3.363875E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.309 | TFLOPs: 32.17 | 7: iteration 53370/ 60336 | consumed samples: 13662720 | consumed tokens: 27981250560 | elapsed time per iteration (s): 0.37 | learning rate: 2.597E-05 | global batch size: 256 | lm loss: 3.359175E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.264 | TFLOPs: 32.17 | 7: iteration 53380/ 60336 | consumed samples: 13665280 | consumed 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60336 | consumed samples: 13672960 | consumed tokens: 28002222080 | elapsed time per iteration (s): 0.37 | learning rate: 2.591E-05 | global batch size: 256 | lm loss: 3.356773E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.655 | TFLOPs: 32.00 | 7: iteration 53420/ 60336 | consumed samples: 13675520 | consumed tokens: 28007464960 | elapsed time per iteration (s): 0.37 | learning rate: 2.589E-05 | global batch size: 256 | lm loss: 3.364524E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.544 | TFLOPs: 32.19 | 7: iteration 53430/ 60336 | consumed samples: 13678080 | consumed tokens: 28012707840 | elapsed time per iteration (s): 0.37 | learning rate: 2.587E-05 | global batch size: 256 | lm loss: 3.368930E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 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number of nan iterations: 0 | samples per second: 688.271 | TFLOPs: 32.13 | 7: iteration 53470/ 60336 | consumed samples: 13688320 | consumed tokens: 28033679360 | elapsed time per iteration (s): 0.37 | learning rate: 2.580E-05 | global batch size: 256 | lm loss: 3.353513E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.295 | TFLOPs: 32.08 | 7: iteration 53480/ 60336 | consumed samples: 13690880 | consumed tokens: 28038922240 | elapsed time per iteration (s): 0.37 | learning rate: 2.579E-05 | global batch size: 256 | lm loss: 3.355106E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.087 | TFLOPs: 32.07 | 7: iteration 53490/ 60336 | consumed samples: 13693440 | consumed tokens: 28044165120 | elapsed time per iteration (s): 0.37 | learning rate: 2.577E-05 | global batch size: 256 | lm loss: 3.358826E+00 | grad norm: 0.226 | num 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learning rate: 2.567E-05 | global batch size: 256 | lm loss: 3.361769E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.377 | TFLOPs: 32.18 | 7: iteration 53560/ 60336 | consumed samples: 13711360 | consumed tokens: 28080865280 | elapsed time per iteration (s): 0.37 | learning rate: 2.566E-05 | global batch size: 256 | lm loss: 3.361842E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.042 | TFLOPs: 31.88 | 7: iteration 53570/ 60336 | consumed samples: 13713920 | consumed tokens: 28086108160 | elapsed time per iteration (s): 0.37 | learning rate: 2.564E-05 | global batch size: 256 | lm loss: 3.361054E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.164 | TFLOPs: 32.17 | 7: iteration 53580/ 60336 | consumed samples: 13716480 | consumed tokens: 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| number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.542 | TFLOPs: 32.14 | 7: iteration 53700/ 60336 | consumed samples: 13747200 | consumed tokens: 28154265600 | elapsed time per iteration (s): 0.37 | learning rate: 2.543E-05 | global batch size: 256 | lm loss: 3.362737E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.625 | TFLOPs: 32.14 | 7: iteration 53710/ 60336 | consumed samples: 13749760 | consumed tokens: 28159508480 | elapsed time per iteration (s): 0.37 | learning rate: 2.541E-05 | global batch size: 256 | lm loss: 3.367530E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.531 | TFLOPs: 32.14 | 7: iteration 53720/ 60336 | consumed samples: 13752320 | consumed tokens: 28164751360 | elapsed time per iteration (s): 0.37 | learning rate: 2.539E-05 | global batch size: 256 | lm loss: 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2.535E-05 | global batch size: 256 | lm loss: 3.357984E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.348 | TFLOPs: 32.04 | 7: iteration 53760/ 60336 | consumed samples: 13762560 | consumed tokens: 28185722880 | elapsed time per iteration (s): 0.37 | learning rate: 2.533E-05 | global batch size: 256 | lm loss: 3.358124E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.482 | TFLOPs: 32.18 | 7: iteration 53770/ 60336 | consumed samples: 13765120 | consumed tokens: 28190965760 | elapsed time per iteration (s): 0.37 | learning rate: 2.531E-05 | global batch size: 256 | lm loss: 3.362088E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.593 | TFLOPs: 32.00 | 7: iteration 53780/ 60336 | consumed samples: 13767680 | consumed tokens: 28196208640 | elapsed 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norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.107 | TFLOPs: 32.16 | 7: iteration 53930/ 60336 | consumed samples: 13806080 | consumed tokens: 28274851840 | elapsed time per iteration (s): 0.37 | learning rate: 2.506E-05 | global batch size: 256 | lm loss: 3.357175E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.515 | TFLOPs: 32.18 | 7: iteration 53940/ 60336 | consumed samples: 13808640 | consumed tokens: 28280094720 | elapsed time per iteration (s): 0.37 | learning rate: 2.504E-05 | global batch size: 256 | lm loss: 3.365794E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.765 | TFLOPs: 32.20 | 7: iteration 53950/ 60336 | consumed samples: 13811200 | consumed tokens: 28285337600 | elapsed time per iteration (s): 0.37 | learning rate: 2.503E-05 | global batch size: 256 | lm loss: 3.362968E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.765 | TFLOPs: 32.20 | 7: iteration 53960/ 60336 | consumed samples: 13813760 | consumed tokens: 28290580480 | elapsed time per iteration (s): 0.37 | learning rate: 2.501E-05 | global batch size: 256 | lm loss: 3.356528E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.920 | TFLOPs: 32.20 | 7: iteration 53970/ 60336 | consumed samples: 13816320 | consumed tokens: 28295823360 | elapsed time per iteration (s): 0.37 | learning rate: 2.500E-05 | global batch size: 256 | lm loss: 3.358703E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.048 | TFLOPs: 32.21 | 7: iteration 53980/ 60336 | consumed samples: 13818880 | consumed tokens: 28301066240 | elapsed time per iteration (s): 0.37 | learning rate: 2.498E-05 | global batch size: 256 | lm loss: 3.361095E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.679 | TFLOPs: 32.19 | 7: iteration 53990/ 60336 | consumed samples: 13821440 | consumed tokens: 28306309120 | elapsed time per iteration (s): 0.37 | learning rate: 2.497E-05 | global batch size: 256 | lm loss: 3.363536E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.416 | TFLOPs: 32.04 | 0: [2023-03-17 05:31:40,504] [INFO] [logging.py:68:log_dist] [Rank 0] step=54000, skipped=0, lr=[2.495114368327582e-05, 2.495114368327582e-05, 2.495114368327582e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 54000/ 60336 | consumed samples: 13824000 | consumed tokens: 28311552000 | elapsed time per iteration (s): 0.37 | learning rate: 2.495E-05 | global batch size: 256 | lm loss: 3.365750E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.954 | TFLOPs: 32.20 | 0: steps: 54000 loss: 3.3748 iter time (s): 0.372 samples/sec: 687.945 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 54000 | lm loss value: 3.983264E+00 | lm loss PPL: 5.369201E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 54000 to checkpoints_146m32b100mdedup 0: [2023-03-17 05:31:40,631] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step54000 is begin to save! 0: [2023-03-17 05:31:40,634] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step54000/layer_01-model_00-model_states.pt... 0: [2023-03-17 05:31:40,731] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[Torch] Saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt. 7: [2023-03-17 05:31:40,957] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt 7: [2023-03-17 05:31:40,957] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 7: [2023-03-17 05:31:40,957] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 6: [2023-03-17 05:31:41,012] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt 6: [2023-03-17 05:31:41,012] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 2: [2023-03-17 05:31:40,957] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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Saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt. 6: [2023-03-17 05:31:41,018] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt 3: [2023-03-17 05:31:41,119] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 6: [2023-03-17 05:31:41,019] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 3: [2023-03-17 05:31:41,119] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-17 05:31:41,119] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 7: [2023-03-17 05:31:40,964] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt. 7: [2023-03-17 05:31:40,964] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt 7: [2023-03-17 05:31:40,964] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt. 7: [2023-03-17 05:31:40,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 7: [2023-03-17 05:31:40,964] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt 7: [2023-03-17 05:31:40,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 5: [2023-03-17 05:31:40,965] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 2: [2023-03-17 05:31:40,960] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-17 05:31:40,960] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-17 05:31:40,960] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 2: [2023-03-17 05:31:40,966] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt. 2: [2023-03-17 05:31:40,966] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-17 05:31:40,966] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 0: [2023-03-17 05:31:41,039] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 05:31:41,039] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 5: [2023-03-17 05:31:40,965] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-17 05:31:40,965] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 5: [2023-03-17 05:31:40,965] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt. 1: [2023-03-17 05:31:40,975] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 1: [2023-03-17 05:31:40,975] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 1: [2023-03-17 05:31:40,975] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 1: [2023-03-17 05:31:40,975] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-17 05:31:40,976] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 1: [2023-03-17 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checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt. 1: [2023-03-17 05:31:40,977] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt. 1: [2023-03-17 05:31:40,977] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt 1: [2023-03-17 05:31:40,977] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-17 05:31:40,977] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 1: [2023-03-17 05:31:40,977] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved 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checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt. 1: [2023-03-17 05:31:40,977] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 4: [2023-03-17 05:31:40,977] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 4: [2023-03-17 05:31:40,977] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt. 4: [2023-03-17 05:31:40,977] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step54000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt. 1: [2023-03-17 05:31:40,977] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 1: [2023-03-17 05:31:40,977] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint 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[2023-03-17 05:31:40,977] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 4: [2023-03-17 05:31:40,977] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 4: [2023-03-17 05:31:40,977] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 4: [2023-03-17 05:31:40,977] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 4: [2023-03-17 05:31:40,977] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 4: [2023-03-17 05:31:40,977] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step54000 is ready now! 0: successfully saved checkpoint at iteration 54000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 423.76 7: iteration 54010/ 60336 | consumed samples: 13826560 | consumed tokens: 28316794880 | elapsed time per iteration (s): 0.42 | learning rate: 2.494E-05 | global batch size: 256 | lm loss: 3.360379E+00 | grad norm: 0.216 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 602.388 | TFLOPs: 28.12 | 7: iteration 54020/ 60336 | consumed samples: 13829120 | consumed tokens: 28322037760 | elapsed time per iteration (s): 0.38 | learning rate: 2.492E-05 | global batch size: 256 | lm loss: 3.359359E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.662 | TFLOPs: 31.77 | 7: iteration 54030/ 60336 | consumed samples: 13831680 | consumed tokens: 28327280640 | elapsed time per iteration (s): 0.37 | learning rate: 2.490E-05 | global batch size: 256 | lm loss: 3.361376E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.858 | TFLOPs: 32.20 | 7: iteration 54040/ 60336 | consumed samples: 13834240 | consumed tokens: 28332523520 | elapsed time per iteration (s): 0.37 | learning rate: 2.489E-05 | global batch size: 256 | lm loss: 3.358485E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.596 | TFLOPs: 32.19 | 7: iteration 54050/ 60336 | consumed samples: 13836800 | consumed tokens: 28337766400 | elapsed time per iteration (s): 0.37 | learning rate: 2.487E-05 | global batch size: 256 | lm loss: 3.362868E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.833 | TFLOPs: 32.20 | 7: iteration 54060/ 60336 | consumed samples: 13839360 | consumed tokens: 28343009280 | elapsed time per iteration (s): 0.37 | learning rate: 2.486E-05 | global batch size: 256 | lm loss: 3.360943E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.007 | TFLOPs: 32.21 | 7: iteration 54070/ 60336 | consumed samples: 13841920 | consumed tokens: 28348252160 | elapsed time per iteration (s): 0.37 | learning rate: 2.484E-05 | global batch size: 256 | lm loss: 3.370732E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.716 | TFLOPs: 32.19 | 7: iteration 54080/ 60336 | consumed samples: 13844480 | consumed tokens: 28353495040 | elapsed time per iteration (s): 0.37 | learning rate: 2.483E-05 | global batch size: 256 | lm loss: 3.357751E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.584 | TFLOPs: 32.19 | 7: iteration 54090/ 60336 | consumed samples: 13847040 | consumed tokens: 28358737920 | elapsed time per iteration (s): 0.37 | learning rate: 2.481E-05 | global batch size: 256 | lm loss: 3.358825E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.735 | TFLOPs: 32.19 | 7: iteration 54100/ 60336 | consumed samples: 13849600 | consumed tokens: 28363980800 | elapsed time per iteration (s): 0.38 | learning rate: 2.480E-05 | global batch size: 256 | lm loss: 3.356389E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.434 | TFLOPs: 31.76 | 7: iteration 54110/ 60336 | consumed samples: 13852160 | consumed tokens: 28369223680 | elapsed time per iteration (s): 0.37 | learning rate: 2.478E-05 | global batch size: 256 | lm loss: 3.361591E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.905 | TFLOPs: 32.16 | 7: iteration 54120/ 60336 | consumed samples: 13854720 | consumed tokens: 28374466560 | elapsed time per iteration (s): 0.37 | learning rate: 2.477E-05 | global batch size: 256 | lm loss: 3.362711E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.120 | TFLOPs: 32.21 | 7: iteration 54130/ 60336 | consumed samples: 13857280 | consumed tokens: 28379709440 | elapsed time per iteration (s): 0.37 | learning rate: 2.475E-05 | global batch size: 256 | lm loss: 3.367696E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.231 | TFLOPs: 32.22 | 7: iteration 54140/ 60336 | consumed samples: 13859840 | consumed tokens: 28384952320 | elapsed time per iteration (s): 0.37 | learning rate: 2.474E-05 | global batch size: 256 | lm loss: 3.359313E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.360 | TFLOPs: 32.22 | 7: iteration 54150/ 60336 | consumed samples: 13862400 | consumed tokens: 28390195200 | elapsed time per iteration (s): 0.37 | learning rate: 2.472E-05 | global batch size: 256 | lm loss: 3.362964E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.706 | TFLOPs: 32.19 | 7: iteration 54160/ 60336 | consumed samples: 13864960 | consumed tokens: 28395438080 | elapsed time per iteration (s): 0.37 | learning rate: 2.471E-05 | global batch size: 256 | lm loss: 3.362662E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.637 | TFLOPs: 32.19 | 7: iteration 54170/ 60336 | consumed samples: 13867520 | consumed tokens: 28400680960 | elapsed time per iteration (s): 0.37 | learning rate: 2.469E-05 | global batch size: 256 | lm loss: 3.362428E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.108 | TFLOPs: 32.21 | 7: iteration 54180/ 60336 | consumed samples: 13870080 | consumed tokens: 28405923840 | elapsed time per iteration (s): 0.37 | learning rate: 2.468E-05 | global batch size: 256 | lm loss: 3.364419E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.196 | TFLOPs: 32.22 | 7: iteration 54190/ 60336 | consumed samples: 13872640 | consumed tokens: 28411166720 | elapsed time per iteration (s): 0.37 | learning rate: 2.466E-05 | global batch size: 256 | lm loss: 3.366291E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.828 | TFLOPs: 31.92 | 7: iteration 54200/ 60336 | consumed samples: 13875200 | consumed tokens: 28416409600 | elapsed time per iteration (s): 0.37 | learning rate: 2.465E-05 | global batch size: 256 | lm loss: 3.359330E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.223 | TFLOPs: 32.22 | 7: iteration 54210/ 60336 | consumed samples: 13877760 | consumed tokens: 28421652480 | elapsed time per iteration (s): 0.37 | learning rate: 2.463E-05 | global batch size: 256 | lm loss: 3.362197E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.139 | TFLOPs: 32.21 | 7: iteration 54220/ 60336 | consumed samples: 13880320 | consumed tokens: 28426895360 | elapsed time per iteration (s): 0.37 | learning rate: 2.462E-05 | global batch size: 256 | lm loss: 3.355898E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.883 | TFLOPs: 32.20 | 7: iteration 54230/ 60336 | consumed samples: 13882880 | consumed tokens: 28432138240 | elapsed time per iteration (s): 0.37 | learning rate: 2.460E-05 | global batch size: 256 | lm loss: 3.362566E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.907 | TFLOPs: 32.20 | 7: iteration 54240/ 60336 | consumed samples: 13885440 | consumed tokens: 28437381120 | elapsed 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7: iteration 54300/ 60336 | consumed samples: 13900800 | consumed tokens: 28468838400 | elapsed time per iteration (s): 0.37 | learning rate: 2.450E-05 | global batch size: 256 | lm loss: 3.366325E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.213 | TFLOPs: 32.22 | 7: iteration 54310/ 60336 | consumed samples: 13903360 | consumed tokens: 28474081280 | elapsed time per iteration (s): 0.37 | learning rate: 2.448E-05 | global batch size: 256 | lm loss: 3.359341E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.935 | TFLOPs: 32.20 | 7: iteration 54320/ 60336 | consumed samples: 13905920 | consumed tokens: 28479324160 | elapsed time per iteration (s): 0.37 | learning rate: 2.447E-05 | global batch size: 256 | lm loss: 3.358036E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.122 | TFLOPs: 32.21 | 7: iteration 54330/ 60336 | consumed samples: 13908480 | consumed tokens: 28484567040 | elapsed time per iteration (s): 0.37 | learning rate: 2.445E-05 | global batch size: 256 | lm loss: 3.359094E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.282 | TFLOPs: 32.22 | 7: iteration 54340/ 60336 | consumed samples: 13911040 | consumed tokens: 28489809920 | elapsed time per iteration (s): 0.37 | learning rate: 2.444E-05 | global batch size: 256 | lm loss: 3.357201E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.391 | TFLOPs: 32.22 | 7: iteration 54350/ 60336 | consumed samples: 13913600 | consumed tokens: 28495052800 | elapsed time per iteration (s): 0.37 | learning rate: 2.442E-05 | global batch size: 256 | lm loss: 3.360773E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.164 | TFLOPs: 32.21 | 7: iteration 54360/ 60336 | consumed samples: 13916160 | consumed tokens: 28500295680 | elapsed time per iteration (s): 0.37 | learning rate: 2.441E-05 | global batch size: 256 | lm loss: 3.357690E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.398 | TFLOPs: 32.23 | 7: iteration 54370/ 60336 | consumed samples: 13918720 | consumed tokens: 28505538560 | elapsed time per iteration (s): 0.37 | learning rate: 2.439E-05 | global batch size: 256 | lm loss: 3.352107E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.388 | TFLOPs: 32.22 | 7: iteration 54380/ 60336 | consumed samples: 13921280 | consumed tokens: 28510781440 | elapsed time per iteration (s): 0.37 | learning rate: 2.438E-05 | global batch size: 256 | lm loss: 3.363159E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.165 | TFLOPs: 32.21 | 7: iteration 54390/ 60336 | consumed samples: 13923840 | consumed tokens: 28516024320 | elapsed time per iteration (s): 0.37 | learning rate: 2.437E-05 | global batch size: 256 | lm loss: 3.357679E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.168 | TFLOPs: 32.21 | 7: iteration 54400/ 60336 | consumed samples: 13926400 | consumed tokens: 28521267200 | elapsed time per iteration (s): 0.37 | learning rate: 2.435E-05 | global batch size: 256 | lm loss: 3.363443E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.124 | TFLOPs: 32.21 | 7: iteration 54410/ 60336 | consumed samples: 13928960 | consumed tokens: 28526510080 | elapsed time per iteration (s): 0.37 | learning rate: 2.434E-05 | global batch size: 256 | lm loss: 3.357841E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.118 | TFLOPs: 32.21 | 7: iteration 54420/ 60336 | consumed samples: 13931520 | consumed tokens: 28531752960 | elapsed time per iteration (s): 0.37 | learning rate: 2.432E-05 | global batch size: 256 | lm loss: 3.362363E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.118 | TFLOPs: 32.21 | 7: iteration 54430/ 60336 | consumed samples: 13934080 | consumed tokens: 28536995840 | elapsed time per iteration (s): 0.37 | learning rate: 2.431E-05 | global batch size: 256 | lm loss: 3.361572E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.052 | TFLOPs: 32.21 | 7: iteration 54440/ 60336 | consumed samples: 13936640 | consumed tokens: 28542238720 | elapsed time per iteration (s): 0.37 | learning rate: 2.429E-05 | global batch size: 256 | lm loss: 3.359752E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.786 | TFLOPs: 32.15 | 7: iteration 54450/ 60336 | consumed samples: 13939200 | consumed tokens: 28547481600 | elapsed time per iteration (s): 0.37 | learning rate: 2.428E-05 | global batch size: 256 | lm loss: 3.359836E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.886 | TFLOPs: 32.20 | 7: iteration 54460/ 60336 | consumed samples: 13941760 | consumed tokens: 28552724480 | elapsed time per iteration (s): 0.37 | learning rate: 2.426E-05 | global batch size: 256 | lm loss: 3.356426E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.658 | TFLOPs: 32.00 | 7: iteration 54470/ 60336 | consumed samples: 13944320 | consumed tokens: 28557967360 | elapsed time per iteration (s): 0.37 | learning rate: 2.425E-05 | global batch size: 256 | lm loss: 3.361819E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.723 | TFLOPs: 32.15 | 7: iteration 54480/ 60336 | consumed samples: 13946880 | consumed tokens: 28563210240 | elapsed time per iteration (s): 0.37 | learning rate: 2.424E-05 | global batch size: 256 | lm loss: 3.356921E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.520 | TFLOPs: 32.14 | 7: iteration 54490/ 60336 | consumed samples: 13949440 | consumed tokens: 28568453120 | elapsed time per iteration (s): 0.37 | learning rate: 2.422E-05 | global batch size: 256 | lm loss: 3.361998E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.086 | TFLOPs: 32.21 | 7: iteration 54500/ 60336 | consumed samples: 13952000 | consumed tokens: 28573696000 | elapsed time per iteration (s): 0.37 | learning rate: 2.421E-05 | global batch size: 256 | lm loss: 3.360776E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.992 | TFLOPs: 32.21 | 7: iteration 54510/ 60336 | consumed samples: 13954560 | consumed tokens: 28578938880 | elapsed time per iteration (s): 0.37 | learning rate: 2.419E-05 | global batch size: 256 | lm loss: 3.362514E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.946 | TFLOPs: 32.20 | 7: iteration 54520/ 60336 | consumed samples: 13957120 | consumed tokens: 28584181760 | elapsed time per iteration (s): 0.37 | learning rate: 2.418E-05 | global batch size: 256 | lm loss: 3.365083E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.429 | TFLOPs: 32.13 | 7: iteration 54530/ 60336 | consumed samples: 13959680 | consumed tokens: 28589424640 | elapsed time per iteration (s): 0.37 | learning rate: 2.416E-05 | global batch size: 256 | lm loss: 3.363524E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.227 | TFLOPs: 31.98 | 7: iteration 54540/ 60336 | consumed samples: 13962240 | consumed tokens: 28594667520 | elapsed time per iteration (s): 0.38 | learning rate: 2.415E-05 | global batch size: 256 | lm loss: 3.363857E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.898 | TFLOPs: 31.69 | 7: iteration 54550/ 60336 | consumed samples: 13964800 | consumed tokens: 28599910400 | elapsed time per iteration (s): 0.37 | learning rate: 2.414E-05 | global batch size: 256 | lm loss: 3.359361E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.926 | TFLOPs: 31.97 | 7: iteration 54560/ 60336 | consumed samples: 13967360 | consumed tokens: 28605153280 | elapsed time per iteration (s): 0.38 | learning rate: 2.412E-05 | global batch size: 256 | lm loss: 3.362417E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.124 | TFLOPs: 31.79 | 7: iteration 54570/ 60336 | consumed samples: 13969920 | consumed tokens: 28610396160 | elapsed time per iteration (s): 0.37 | learning rate: 2.411E-05 | global batch size: 256 | lm loss: 3.362420E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.712 | TFLOPs: 32.24 | 7: iteration 54580/ 60336 | consumed samples: 13972480 | consumed tokens: 28615639040 | elapsed time per iteration (s): 0.37 | learning rate: 2.409E-05 | global batch size: 256 | lm loss: 3.363226E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.024 | TFLOPs: 31.93 | 7: iteration 54590/ 60336 | consumed samples: 13975040 | consumed tokens: 28620881920 | elapsed time per iteration (s): 0.37 | learning rate: 2.408E-05 | global batch size: 256 | lm loss: 3.355291E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.752 | TFLOPs: 31.96 | 7: iteration 54600/ 60336 | consumed samples: 13977600 | consumed tokens: 28626124800 | elapsed time per iteration (s): 0.37 | learning rate: 2.406E-05 | global batch size: 256 | lm loss: 3.366540E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.044 | TFLOPs: 31.93 | 7: iteration 54610/ 60336 | consumed samples: 13980160 | consumed tokens: 28631367680 | elapsed time per iteration (s): 0.38 | learning rate: 2.405E-05 | global batch size: 256 | lm loss: 3.361739E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 673.386 | TFLOPs: 31.43 | 7: iteration 54620/ 60336 | consumed samples: 13982720 | consumed tokens: 28636610560 | elapsed time per iteration (s): 0.38 | learning rate: 2.404E-05 | global batch size: 256 | lm loss: 3.361350E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.046 | TFLOPs: 31.70 | 7: iteration 54630/ 60336 | consumed samples: 13985280 | consumed tokens: 28641853440 | elapsed time per iteration (s): 0.37 | learning rate: 2.402E-05 | global batch size: 256 | lm loss: 3.358648E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.751 | TFLOPs: 31.91 | 7: iteration 54640/ 60336 | consumed samples: 13987840 | consumed tokens: 28647096320 | elapsed time per iteration (s): 0.37 | learning rate: 2.401E-05 | global batch size: 256 | lm loss: 3.360366E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.092 | TFLOPs: 32.21 | 7: iteration 54650/ 60336 | consumed samples: 13990400 | consumed tokens: 28652339200 | elapsed time per iteration (s): 0.37 | learning rate: 2.399E-05 | global batch size: 256 | lm loss: 3.359979E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.234 | TFLOPs: 31.98 | 7: iteration 54660/ 60336 | consumed samples: 13992960 | consumed tokens: 28657582080 | elapsed time per iteration (s): 0.37 | learning rate: 2.398E-05 | global batch size: 256 | lm loss: 3.355025E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.852 | TFLOPs: 31.87 | 7: iteration 54670/ 60336 | consumed samples: 13995520 | consumed tokens: 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samples per second: 679.123 | TFLOPs: 31.70 | 7: iteration 54960/ 60336 | consumed samples: 14069760 | consumed tokens: 28814868480 | elapsed time per iteration (s): 0.38 | learning rate: 2.357E-05 | global batch size: 256 | lm loss: 3.359411E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.835 | TFLOPs: 31.59 | 7: iteration 54970/ 60336 | consumed samples: 14072320 | consumed tokens: 28820111360 | elapsed time per iteration (s): 0.37 | learning rate: 2.356E-05 | global batch size: 256 | lm loss: 3.361751E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.055 | TFLOPs: 31.93 | 7: iteration 54980/ 60336 | consumed samples: 14074880 | consumed tokens: 28825354240 | elapsed time per iteration (s): 0.38 | learning rate: 2.355E-05 | global batch size: 256 | lm loss: 3.363413E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.131 | TFLOPs: 31.61 | 7: iteration 54990/ 60336 | consumed samples: 14077440 | consumed tokens: 28830597120 | elapsed time per iteration (s): 0.37 | learning rate: 2.353E-05 | global batch size: 256 | lm loss: 3.359843E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.534 | TFLOPs: 32.09 | 7: iteration 55000/ 60336 | consumed samples: 14080000 | consumed tokens: 28835840000 | elapsed time per iteration (s): 0.38 | learning rate: 2.352E-05 | global batch size: 256 | lm loss: 3.360419E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.695 | TFLOPs: 31.77 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 55000 | lm loss value: 3.937452E+00 | lm loss PPL: 5.128777E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 55000 to checkpoints_146m32b100mdedup 0: [2023-03-17 05:37:54,211] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step55000 is begin to save! 0: [2023-03-17 05:37:54,215] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step55000/layer_01-model_00-model_states.pt... 0: [2023-03-17 05:37:54,348] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step55000/layer_01-model_00-model_states.pt. 0: [2023-03-17 05:37:54,349] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step55000/layer_03-model_00-model_states.pt... 0: [2023-03-17 05:37:54,370] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step55000/layer_03-model_00-model_states.pt. 0: [2023-03-17 05:37:54,371] 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checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-17 05:37:54,615] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 4: [2023-03-17 05:37:54,615] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt. 4: [2023-03-17 05:37:54,615] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-17 05:37:54,615] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 0: [2023-03-17 05:37:54,682] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt. 0: [2023-03-17 05:37:54,682] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt 0: [2023-03-17 05:37:54,682] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 0: [2023-03-17 05:37:54,682] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt. 0: [2023-03-17 05:37:54,683] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt 0: [2023-03-17 05:37:54,683] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 6: [2023-03-17 05:37:54,671] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt. 6: [2023-03-17 05:37:54,671] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero 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checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt 7: [2023-03-17 05:37:54,619] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 7: [2023-03-17 05:37:54,619] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 7: [2023-03-17 05:37:54,619] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 7: [2023-03-17 05:37:54,619] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 7: [2023-03-17 05:37:54,619] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 7: [2023-03-17 05:37:54,619] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 0: [2023-03-17 05:37:54,687] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[Torch] Saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:37:54,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 3: [2023-03-17 05:37:54,777] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 0: [2023-03-17 05:37:54,689] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt. 0: [2023-03-17 05:37:54,689] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 3: [2023-03-17 05:37:54,777] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 0: [2023-03-17 05:37:54,689] [INFO] 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checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-17 05:37:54,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-17 05:37:54,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 2: [2023-03-17 05:37:54,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt 2: [2023-03-17 05:37:54,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-17 05:37:54,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt 2: [2023-03-17 05:37:54,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt 2: [2023-03-17 05:37:54,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 2: [2023-03-17 05:37:54,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 2: [2023-03-17 05:37:54,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 2: [2023-03-17 05:37:54,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 2: [2023-03-17 05:37:54,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 2: [2023-03-17 05:37:54,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] 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checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 1: [2023-03-17 05:37:54,630] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 1: [2023-03-17 05:37:54,630] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 1: [2023-03-17 05:37:54,630] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 1: [2023-03-17 05:37:54,630] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 1: [2023-03-17 05:37:54,630] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt. 1: [2023-03-17 05:37:54,630] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt 1: [2023-03-17 05:37:54,630] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt. 1: [2023-03-17 05:37:54,630] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-17 05:37:54,630] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 1: [2023-03-17 05:37:54,630] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt 1: [2023-03-17 05:37:54,630] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 1: [2023-03-17 05:37:54,630] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 1: [2023-03-17 05:37:54,630] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt. 1: [2023-03-17 05:37:54,630] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt 1: [2023-03-17 05:37:54,630] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 3: [2023-03-17 05:37:54,786] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt. 3: [2023-03-17 05:37:54,786] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt. 3: [2023-03-17 05:37:54,786] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-17 05:37:54,786] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-17 05:37:54,786] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt 3: [2023-03-17 05:37:54,786] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-17 05:37:54,786] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 3: [2023-03-17 05:37:54,786] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 3: [2023-03-17 05:37:54,786] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 7: [2023-03-17 05:37:54,631] [INFO] 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[INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step55000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 05:37:54,702] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step55000 is ready now! 0: successfully saved checkpoint at iteration 55000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 501.90 7: iteration 55010/ 60336 | consumed samples: 14082560 | consumed tokens: 28841082880 | elapsed time per iteration (s): 0.44 | learning rate: 2.351E-05 | global batch size: 256 | lm loss: 3.360836E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 588.392 | TFLOPs: 27.46 | 7: iteration 55020/ 60336 | consumed samples: 14085120 | consumed tokens: 28846325760 | elapsed time per iteration (s): 0.37 | learning rate: 2.349E-05 | global batch size: 256 | lm loss: 3.356067E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.939 | TFLOPs: 32.25 | 7: iteration 55030/ 60336 | consumed samples: 14087680 | consumed tokens: 28851568640 | elapsed time per iteration (s): 0.37 | learning rate: 2.348E-05 | global batch size: 256 | lm loss: 3.357388E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.250 | TFLOPs: 32.03 | 7: iteration 55040/ 60336 | consumed samples: 14090240 | consumed tokens: 28856811520 | elapsed time per iteration (s): 0.37 | learning rate: 2.347E-05 | global batch size: 256 | lm loss: 3.357463E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.796 | TFLOPs: 31.92 | 7: iteration 55050/ 60336 | consumed samples: 14092800 | consumed tokens: 28862054400 | elapsed time per iteration (s): 0.37 | learning rate: 2.346E-05 | global batch size: 256 | lm loss: 3.364910E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.156 | TFLOPs: 32.21 | 7: iteration 55060/ 60336 | consumed samples: 14095360 | consumed tokens: 28867297280 | elapsed time per iteration (s): 0.37 | learning rate: 2.344E-05 | global batch size: 256 | lm loss: 3.363709E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.838 | TFLOPs: 31.87 | 7: iteration 55070/ 60336 | consumed samples: 14097920 | consumed tokens: 28872540160 | elapsed time per iteration (s): 0.37 | learning rate: 2.343E-05 | global batch size: 256 | lm loss: 3.355996E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.805 | TFLOPs: 31.87 | 7: iteration 55080/ 60336 | consumed samples: 14100480 | consumed tokens: 28877783040 | elapsed time per iteration (s): 0.38 | learning rate: 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time per iteration (s): 0.38 | learning rate: 2.338E-05 | global batch size: 256 | lm loss: 3.362986E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 676.989 | TFLOPs: 31.60 | 7: iteration 55120/ 60336 | consumed samples: 14110720 | consumed tokens: 28898754560 | elapsed time per iteration (s): 0.37 | learning rate: 2.337E-05 | global batch size: 256 | lm loss: 3.361329E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.104 | TFLOPs: 31.88 | 7: iteration 55130/ 60336 | consumed samples: 14113280 | consumed tokens: 28903997440 | elapsed time per iteration (s): 0.37 | learning rate: 2.335E-05 | global batch size: 256 | lm loss: 3.357881E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 683.183 | TFLOPs: 31.89 | 7: iteration 55140/ 60336 | consumed samples: 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samples per second: 689.535 | TFLOPs: 32.18 | 7: iteration 55200/ 60336 | consumed samples: 14131200 | consumed tokens: 28940697600 | elapsed time per iteration (s): 0.37 | learning rate: 2.326E-05 | global batch size: 256 | lm loss: 3.361351E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.446 | TFLOPs: 32.18 | 7: iteration 55210/ 60336 | consumed samples: 14133760 | consumed tokens: 28945940480 | elapsed time per iteration (s): 0.37 | learning rate: 2.325E-05 | global batch size: 256 | lm loss: 3.359331E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.084 | TFLOPs: 32.16 | 7: iteration 55220/ 60336 | consumed samples: 14136320 | consumed tokens: 28951183360 | elapsed time per iteration (s): 0.37 | learning rate: 2.324E-05 | global batch size: 256 | lm loss: 3.361989E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped 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batch size: 256 | lm loss: 3.360632E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.079 | TFLOPs: 32.16 | 7: iteration 55290/ 60336 | consumed samples: 14154240 | consumed tokens: 28987883520 | elapsed time per iteration (s): 0.37 | learning rate: 2.315E-05 | global batch size: 256 | lm loss: 3.355070E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.184 | TFLOPs: 32.17 | 7: iteration 55300/ 60336 | consumed samples: 14156800 | consumed tokens: 28993126400 | elapsed time per iteration (s): 0.37 | learning rate: 2.314E-05 | global batch size: 256 | lm loss: 3.357208E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.506 | TFLOPs: 32.18 | 7: iteration 55310/ 60336 | consumed samples: 14159360 | consumed tokens: 28998369280 | elapsed time per iteration (s): 0.37 | learning rate: 2.313E-05 | global batch size: 256 | lm loss: 3.356454E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.510 | TFLOPs: 32.18 | 7: iteration 55320/ 60336 | consumed samples: 14161920 | consumed tokens: 29003612160 | elapsed time per iteration (s): 0.37 | learning rate: 2.311E-05 | global batch size: 256 | lm loss: 3.363887E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.755 | TFLOPs: 32.20 | 7: iteration 55330/ 60336 | consumed samples: 14164480 | consumed tokens: 29008855040 | elapsed time per iteration (s): 0.37 | learning rate: 2.310E-05 | global batch size: 256 | lm loss: 3.359610E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.544 | TFLOPs: 32.19 | 7: iteration 55340/ 60336 | consumed samples: 14167040 | consumed 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687.838 | TFLOPs: 32.11 | 7: iteration 55400/ 60336 | consumed samples: 14182400 | consumed tokens: 29045555200 | elapsed time per iteration (s): 0.37 | learning rate: 2.302E-05 | global batch size: 256 | lm loss: 3.363146E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.836 | TFLOPs: 32.11 | 7: iteration 55410/ 60336 | consumed samples: 14184960 | consumed tokens: 29050798080 | elapsed time per iteration (s): 0.37 | learning rate: 2.300E-05 | global batch size: 256 | lm loss: 3.365924E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.141 | TFLOPs: 32.07 | 7: iteration 55420/ 60336 | consumed samples: 14187520 | consumed tokens: 29056040960 | elapsed time per iteration (s): 0.37 | learning rate: 2.299E-05 | global batch size: 256 | lm loss: 3.355366E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | 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| TFLOPs: 32.18 | 7: iteration 55600/ 60336 | consumed samples: 14233600 | consumed tokens: 29150412800 | elapsed time per iteration (s): 0.37 | learning rate: 2.278E-05 | global batch size: 256 | lm loss: 3.356872E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.873 | TFLOPs: 32.20 | 7: iteration 55610/ 60336 | consumed samples: 14236160 | consumed tokens: 29155655680 | elapsed time per iteration (s): 0.37 | learning rate: 2.277E-05 | global batch size: 256 | lm loss: 3.356862E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.442 | TFLOPs: 32.18 | 7: iteration 55620/ 60336 | consumed samples: 14238720 | consumed tokens: 29160898560 | elapsed time per iteration (s): 0.37 | learning rate: 2.275E-05 | global batch size: 256 | lm loss: 3.353484E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of 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7: iteration 55800/ 60336 | consumed samples: 14284800 | consumed tokens: 29255270400 | elapsed time per iteration (s): 0.37 | learning rate: 2.255E-05 | global batch size: 256 | lm loss: 3.355148E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.884 | TFLOPs: 32.20 | 7: iteration 55810/ 60336 | consumed samples: 14287360 | consumed tokens: 29260513280 | elapsed time per iteration (s): 0.37 | learning rate: 2.254E-05 | global batch size: 256 | lm loss: 3.366505E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.510 | TFLOPs: 32.18 | 7: iteration 55820/ 60336 | consumed samples: 14289920 | consumed tokens: 29265756160 | elapsed time per iteration (s): 0.37 | learning rate: 2.253E-05 | global batch size: 256 | lm loss: 3.357244E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.044 | TFLOPs: 32.12 | 7: iteration 55830/ 60336 | consumed samples: 14292480 | consumed tokens: 29270999040 | elapsed time per iteration (s): 0.37 | learning rate: 2.252E-05 | global batch size: 256 | lm loss: 3.357435E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.125 | TFLOPs: 32.12 | 7: iteration 55840/ 60336 | consumed samples: 14295040 | consumed tokens: 29276241920 | elapsed time per iteration (s): 0.37 | learning rate: 2.250E-05 | global batch size: 256 | lm loss: 3.362630E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.675 | TFLOPs: 32.14 | 7: iteration 55850/ 60336 | consumed samples: 14297600 | consumed tokens: 29281484800 | elapsed time per iteration (s): 0.37 | learning rate: 2.249E-05 | global batch size: 256 | lm loss: 3.357803E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped 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norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.021 | TFLOPs: 32.11 | 7: iteration 55890/ 60336 | consumed samples: 14307840 | consumed tokens: 29302456320 | elapsed time per iteration (s): 0.37 | learning rate: 2.245E-05 | global batch size: 256 | lm loss: 3.359221E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.323 | TFLOPs: 32.08 | 7: iteration 55900/ 60336 | consumed samples: 14310400 | consumed tokens: 29307699200 | elapsed time per iteration (s): 0.37 | learning rate: 2.244E-05 | global batch size: 256 | lm loss: 3.360366E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.962 | TFLOPs: 32.11 | 7: iteration 55910/ 60336 | consumed samples: 14312960 | consumed tokens: 29312942080 | elapsed time per iteration (s): 0.37 | learning rate: 2.243E-05 | global batch size: 256 | lm loss: 3.361073E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.044 | TFLOPs: 32.12 | 7: iteration 55920/ 60336 | consumed samples: 14315520 | consumed tokens: 29318184960 | elapsed time per iteration (s): 0.37 | learning rate: 2.242E-05 | global batch size: 256 | lm loss: 3.357749E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.816 | TFLOPs: 32.10 | 7: iteration 55930/ 60336 | consumed samples: 14318080 | consumed tokens: 29323427840 | elapsed time per iteration (s): 0.37 | learning rate: 2.241E-05 | global batch size: 256 | lm loss: 3.351921E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.255 | TFLOPs: 32.13 | 7: iteration 55940/ 60336 | consumed samples: 14320640 | consumed tokens: 29328670720 | elapsed time per iteration (s): 0.37 | learning rate: 2.239E-05 | global batch size: 256 | lm loss: 3.358185E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.971 | TFLOPs: 32.11 | 7: iteration 55950/ 60336 | consumed samples: 14323200 | consumed tokens: 29333913600 | elapsed time per iteration (s): 0.37 | learning rate: 2.238E-05 | global batch size: 256 | lm loss: 3.353026E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.130 | TFLOPs: 32.12 | 7: iteration 55960/ 60336 | consumed samples: 14325760 | consumed tokens: 29339156480 | elapsed time per iteration (s): 0.37 | learning rate: 2.237E-05 | global batch size: 256 | lm loss: 3.360015E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.347 | TFLOPs: 32.04 | 7: iteration 55970/ 60336 | consumed samples: 14328320 | consumed tokens: 29344399360 | elapsed time per iteration (s): 0.37 | learning rate: 2.236E-05 | global batch size: 256 | lm loss: 3.360447E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.227 | TFLOPs: 32.12 | 7: iteration 55980/ 60336 | consumed samples: 14330880 | consumed tokens: 29349642240 | elapsed time per iteration (s): 0.37 | learning rate: 2.235E-05 | global batch size: 256 | lm loss: 3.351622E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.742 | TFLOPs: 32.10 | 7: iteration 55990/ 60336 | consumed samples: 14333440 | consumed tokens: 29354885120 | elapsed time per iteration (s): 0.37 | learning rate: 2.234E-05 | global batch size: 256 | lm loss: 3.358499E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.587 | TFLOPs: 32.09 | 0: [2023-03-17 05:44:06,692] [INFO] [logging.py:68:log_dist] [Rank 0] step=56000, skipped=0, lr=[2.2330226429718313e-05, 2.2330226429718313e-05, 2.2330226429718313e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 56000/ 60336 | consumed samples: 14336000 | consumed tokens: 29360128000 | elapsed time per iteration (s): 0.37 | learning rate: 2.233E-05 | global batch size: 256 | lm loss: 3.358261E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.142 | TFLOPs: 32.12 | 0: steps: 56000 loss: 3.3568 iter time (s): 0.371 samples/sec: 689.818 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 56000 | lm loss value: 4.003150E+00 | lm loss PPL: 5.477038E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 56000 to checkpoints_146m32b100mdedup 0: [2023-03-17 05:44:06,817] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step56000 is begin to save! 0: [2023-03-17 05:44:06,820] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step56000/layer_01-model_00-model_states.pt... 0: [2023-03-17 05:44:06,912] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step56000/layer_01-model_00-model_states.pt. 0: [2023-03-17 05:44:06,912] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step56000/layer_03-model_00-model_states.pt... 0: [2023-03-17 05:44:06,929] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step56000/layer_03-model_00-model_states.pt. 0: [2023-03-17 05:44:06,929] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step56000/layer_04-model_00-model_states.pt... 0: [2023-03-17 05:44:06,944] 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checkpoints_146m32b100mdedup/global_step56000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-17 05:44:07,144] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step56000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt 4: [2023-03-17 05:44:07,144] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step56000 is ready now! 4: [2023-03-17 05:44:07,144] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step56000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-17 05:44:07,144] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step56000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-17 05:44:07,144] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step56000 is ready now! 4: [2023-03-17 05:44:07,144] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step56000 is ready now! 4: [2023-03-17 05:44:07,144] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step56000 is ready now! 5: [2023-03-17 05:44:07,145] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step56000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:44:07,145] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step56000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-17 05:44:07,145] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step56000 is ready now! 5: [2023-03-17 05:44:07,145] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step56000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:44:07,145] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step56000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:44:07,146] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step56000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 5: [2023-03-17 05:44:07,146] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step56000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-17 05:44:07,146] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step56000 is ready now! 5: [2023-03-17 05:44:07,146] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step56000 is ready now! 0: [2023-03-17 05:44:07,223] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step56000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 05:44:07,223] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step56000 is ready now! 0: successfully saved checkpoint at iteration 56000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 411.74 7: iteration 56010/ 60336 | consumed samples: 14338560 | consumed tokens: 29365370880 | elapsed time per iteration (s): 0.42 | learning rate: 2.232E-05 | global batch size: 256 | lm loss: 3.362918E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 604.814 | TFLOPs: 28.23 | 7: iteration 56020/ 60336 | consumed samples: 14341120 | consumed tokens: 29370613760 | elapsed time per iteration (s): 0.37 | learning rate: 2.231E-05 | global batch size: 256 | lm loss: 3.364549E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.347 | TFLOPs: 32.27 | 7: iteration 56030/ 60336 | consumed samples: 14343680 | consumed tokens: 29375856640 | elapsed time per iteration (s): 0.37 | learning rate: 2.230E-05 | global batch size: 256 | lm loss: 3.357186E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.370 | TFLOPs: 32.27 | 7: iteration 56040/ 60336 | consumed samples: 14346240 | consumed tokens: 29381099520 | elapsed time per iteration (s): 0.37 | learning rate: 2.229E-05 | global batch size: 256 | lm loss: 3.355145E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.380 | TFLOPs: 32.27 | 7: iteration 56050/ 60336 | consumed samples: 14348800 | consumed tokens: 29386342400 | elapsed time per iteration (s): 0.37 | learning rate: 2.228E-05 | global batch size: 256 | lm loss: 3.355442E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.221 | TFLOPs: 32.26 | 7: iteration 56060/ 60336 | consumed samples: 14351360 | consumed tokens: 29391585280 | elapsed time per iteration (s): 0.37 | learning rate: 2.227E-05 | global batch size: 256 | lm loss: 3.355827E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.552 | TFLOPs: 32.28 | 7: iteration 56070/ 60336 | consumed samples: 14353920 | consumed tokens: 29396828160 | elapsed time per iteration (s): 0.37 | learning rate: 2.226E-05 | global batch size: 256 | lm loss: 3.356741E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.018 | TFLOPs: 32.25 | 7: iteration 56080/ 60336 | consumed samples: 14356480 | consumed tokens: 29402071040 | elapsed time per iteration (s): 0.37 | learning rate: 2.225E-05 | global batch size: 256 | lm loss: 3.365903E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.225 | TFLOPs: 32.26 | 7: iteration 56090/ 60336 | consumed samples: 14359040 | consumed tokens: 29407313920 | elapsed time per iteration (s): 0.37 | learning rate: 2.223E-05 | global batch size: 256 | lm loss: 3.357070E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.371 | TFLOPs: 32.18 | 7: iteration 56100/ 60336 | consumed samples: 14361600 | consumed tokens: 29412556800 | elapsed time per iteration (s): 0.37 | learning rate: 2.222E-05 | global batch size: 256 | lm loss: 3.357790E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.378 | TFLOPs: 32.27 | 7: iteration 56110/ 60336 | consumed samples: 14364160 | consumed tokens: 29417799680 | elapsed time per iteration (s): 0.37 | learning rate: 2.221E-05 | global batch size: 256 | lm loss: 3.356152E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.514 | TFLOPs: 32.28 | 7: iteration 56120/ 60336 | consumed samples: 14366720 | consumed tokens: 29423042560 | elapsed time per iteration (s): 0.37 | learning rate: 2.220E-05 | global batch size: 256 | lm loss: 3.355451E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.373 | TFLOPs: 32.27 | 7: iteration 56130/ 60336 | consumed samples: 14369280 | consumed tokens: 29428285440 | elapsed time per iteration (s): 0.37 | learning rate: 2.219E-05 | global batch size: 256 | lm loss: 3.358044E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.776 | TFLOPs: 32.24 | 7: iteration 56140/ 60336 | consumed samples: 14371840 | consumed tokens: 29433528320 | elapsed time per iteration (s): 0.37 | learning rate: 2.218E-05 | global batch size: 256 | lm loss: 3.367974E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.762 | TFLOPs: 32.24 | 7: iteration 56150/ 60336 | consumed samples: 14374400 | consumed tokens: 29438771200 | elapsed time per iteration (s): 0.37 | learning rate: 2.217E-05 | global batch size: 256 | lm loss: 3.356828E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.885 | TFLOPs: 32.25 | 7: iteration 56160/ 60336 | consumed samples: 14376960 | consumed tokens: 29444014080 | elapsed time per iteration (s): 0.37 | learning rate: 2.216E-05 | global batch size: 256 | lm loss: 3.354086E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.642 | TFLOPs: 32.24 | 7: iteration 56170/ 60336 | consumed samples: 14379520 | consumed tokens: 29449256960 | elapsed time per iteration (s): 0.37 | learning rate: 2.215E-05 | global batch size: 256 | lm loss: 3.354107E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.928 | TFLOPs: 32.25 | 7: iteration 56180/ 60336 | consumed samples: 14382080 | consumed tokens: 29454499840 | elapsed time per iteration (s): 0.37 | learning rate: 2.214E-05 | global batch size: 256 | lm loss: 3.363579E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.107 | TFLOPs: 32.26 | 7: iteration 56190/ 60336 | consumed samples: 14384640 | consumed tokens: 29459742720 | elapsed time per iteration (s): 0.37 | learning rate: 2.213E-05 | global batch size: 256 | lm loss: 3.365622E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.393 | TFLOPs: 32.27 | 7: iteration 56200/ 60336 | consumed samples: 14387200 | consumed tokens: 29464985600 | elapsed time per iteration (s): 0.37 | learning rate: 2.212E-05 | global batch size: 256 | lm loss: 3.360032E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.441 | TFLOPs: 32.27 | 7: iteration 56210/ 60336 | consumed samples: 14389760 | consumed tokens: 29470228480 | elapsed time per iteration (s): 0.37 | learning rate: 2.211E-05 | global batch size: 256 | lm loss: 3.359669E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.487 | TFLOPs: 32.28 | 7: iteration 56220/ 60336 | consumed samples: 14392320 | consumed tokens: 29475471360 | elapsed time per iteration (s): 0.37 | learning rate: 2.210E-05 | global batch size: 256 | lm loss: 3.353899E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.208 | TFLOPs: 32.26 | 7: iteration 56230/ 60336 | consumed samples: 14394880 | consumed tokens: 29480714240 | elapsed time per iteration (s): 0.37 | learning rate: 2.209E-05 | global batch size: 256 | lm loss: 3.359193E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.362 | TFLOPs: 32.27 | 7: iteration 56240/ 60336 | consumed samples: 14397440 | consumed tokens: 29485957120 | elapsed time per iteration (s): 0.37 | learning rate: 2.208E-05 | global batch size: 256 | lm loss: 3.363467E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.117 | TFLOPs: 32.26 | 7: iteration 56250/ 60336 | consumed samples: 14400000 | consumed tokens: 29491200000 | elapsed time per iteration (s): 0.37 | learning rate: 2.207E-05 | global batch size: 256 | lm loss: 3.355340E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.193 | TFLOPs: 32.26 | 7: iteration 56260/ 60336 | consumed samples: 14402560 | consumed tokens: 29496442880 | elapsed time per iteration (s): 0.37 | learning rate: 2.206E-05 | global batch size: 256 | lm loss: 3.355312E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.148 | TFLOPs: 32.26 | 7: iteration 56270/ 60336 | consumed samples: 14405120 | consumed tokens: 29501685760 | elapsed time per iteration (s): 0.37 | learning rate: 2.205E-05 | global batch size: 256 | lm loss: 3.360293E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.164 | TFLOPs: 32.26 | 7: iteration 56280/ 60336 | consumed samples: 14407680 | consumed tokens: 29506928640 | elapsed time per iteration (s): 0.37 | learning rate: 2.204E-05 | global batch size: 256 | lm loss: 3.365919E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.535 | TFLOPs: 32.28 | 7: iteration 56290/ 60336 | consumed samples: 14410240 | consumed tokens: 29512171520 | elapsed time per iteration (s): 0.37 | learning rate: 2.203E-05 | global batch size: 256 | lm loss: 3.356326E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.454 | TFLOPs: 32.27 | 7: iteration 56300/ 60336 | consumed samples: 14412800 | consumed tokens: 29517414400 | elapsed time per iteration (s): 0.37 | learning rate: 2.202E-05 | global batch size: 256 | lm loss: 3.355653E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.147 | TFLOPs: 32.26 | 7: iteration 56310/ 60336 | consumed samples: 14415360 | consumed tokens: 29522657280 | elapsed time per iteration (s): 0.37 | learning rate: 2.201E-05 | global batch size: 256 | lm loss: 3.355189E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.269 | TFLOPs: 32.27 | 7: iteration 56320/ 60336 | consumed samples: 14417920 | consumed tokens: 29527900160 | elapsed time per iteration (s): 0.37 | learning rate: 2.200E-05 | global batch size: 256 | lm loss: 3.357616E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.286 | TFLOPs: 32.27 | 7: iteration 56330/ 60336 | consumed samples: 14420480 | consumed tokens: 29533143040 | elapsed time per iteration (s): 0.37 | learning rate: 2.199E-05 | global batch size: 256 | lm loss: 3.360524E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.371 | TFLOPs: 32.27 | 7: iteration 56340/ 60336 | consumed samples: 14423040 | consumed tokens: 29538385920 | elapsed time per iteration (s): 0.37 | learning rate: 2.198E-05 | global batch size: 256 | lm loss: 3.364174E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.201 | TFLOPs: 32.26 | 7: iteration 56350/ 60336 | consumed samples: 14425600 | consumed tokens: 29543628800 | elapsed time per iteration (s): 0.37 | learning rate: 2.197E-05 | global batch size: 256 | lm loss: 3.358711E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.302 | TFLOPs: 32.27 | 7: iteration 56360/ 60336 | consumed samples: 14428160 | consumed tokens: 29548871680 | elapsed time per iteration (s): 0.37 | learning rate: 2.196E-05 | global batch size: 256 | lm loss: 3.360618E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.089 | TFLOPs: 32.26 | 7: iteration 56370/ 60336 | consumed samples: 14430720 | consumed tokens: 29554114560 | elapsed time per iteration (s): 0.37 | learning rate: 2.195E-05 | global batch size: 256 | lm loss: 3.351099E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.040 | TFLOPs: 32.26 | 7: iteration 56380/ 60336 | consumed samples: 14433280 | consumed tokens: 29559357440 | elapsed time per iteration (s): 0.37 | learning rate: 2.194E-05 | global batch size: 256 | lm loss: 3.356400E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.016 | TFLOPs: 32.25 | 7: iteration 56390/ 60336 | consumed samples: 14435840 | consumed tokens: 29564600320 | elapsed time per iteration (s): 0.37 | learning rate: 2.193E-05 | global batch size: 256 | lm loss: 3.362857E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.024 | TFLOPs: 32.25 | 7: iteration 56400/ 60336 | consumed samples: 14438400 | consumed tokens: 29569843200 | elapsed time per iteration (s): 0.37 | learning rate: 2.192E-05 | global batch size: 256 | lm loss: 3.358589E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.199 | TFLOPs: 32.26 | 7: iteration 56410/ 60336 | consumed samples: 14440960 | consumed tokens: 29575086080 | elapsed time per iteration (s): 0.37 | learning rate: 2.191E-05 | global batch size: 256 | lm loss: 3.355904E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.755 | TFLOPs: 32.24 | 7: iteration 56420/ 60336 | consumed samples: 14443520 | consumed tokens: 29580328960 | elapsed time per iteration (s): 0.37 | learning rate: 2.190E-05 | global batch size: 256 | lm loss: 3.358458E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 685.259 | TFLOPs: 31.99 | 7: iteration 56430/ 60336 | consumed samples: 14446080 | consumed tokens: 29585571840 | elapsed time per iteration (s): 0.37 | learning rate: 2.189E-05 | global batch size: 256 | lm loss: 3.355199E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.200 | TFLOPs: 32.26 | 7: iteration 56440/ 60336 | consumed samples: 14448640 | consumed tokens: 29590814720 | elapsed time per iteration (s): 0.37 | learning rate: 2.188E-05 | global batch size: 256 | lm loss: 3.357991E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.330 | TFLOPs: 32.27 | 7: iteration 56450/ 60336 | consumed samples: 14451200 | consumed tokens: 29596057600 | elapsed time per iteration (s): 0.37 | learning rate: 2.187E-05 | global batch size: 256 | lm loss: 3.358202E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.048 | TFLOPs: 32.26 | 7: iteration 56460/ 60336 | consumed samples: 14453760 | consumed tokens: 29601300480 | elapsed time per iteration (s): 0.37 | learning rate: 2.186E-05 | global batch size: 256 | lm loss: 3.361849E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.897 | TFLOPs: 32.25 | 7: iteration 56470/ 60336 | consumed samples: 14456320 | consumed tokens: 29606543360 | elapsed time per iteration (s): 0.37 | learning rate: 2.185E-05 | global batch size: 256 | lm loss: 3.353509E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.197 | TFLOPs: 32.26 | 7: iteration 56480/ 60336 | consumed samples: 14458880 | consumed tokens: 29611786240 | elapsed time per iteration (s): 0.37 | learning rate: 2.184E-05 | global batch size: 256 | lm loss: 3.355436E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.130 | TFLOPs: 32.26 | 7: iteration 56490/ 60336 | consumed samples: 14461440 | consumed tokens: 29617029120 | elapsed time per iteration (s): 0.37 | learning rate: 2.184E-05 | global batch size: 256 | lm loss: 3.351912E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.980 | TFLOPs: 32.25 | 7: iteration 56500/ 60336 | consumed samples: 14464000 | consumed tokens: 29622272000 | elapsed time per iteration (s): 0.37 | learning rate: 2.183E-05 | global batch size: 256 | lm loss: 3.356855E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.056 | TFLOPs: 32.26 | 7: iteration 56510/ 60336 | consumed samples: 14466560 | consumed tokens: 29627514880 | elapsed time per iteration (s): 0.37 | learning rate: 2.182E-05 | global batch size: 256 | lm loss: 3.360275E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.643 | TFLOPs: 32.24 | 7: iteration 56520/ 60336 | consumed samples: 14469120 | consumed tokens: 29632757760 | elapsed time per iteration (s): 0.37 | learning rate: 2.181E-05 | global batch size: 256 | lm loss: 3.359976E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.109 | TFLOPs: 32.26 | 7: iteration 56530/ 60336 | consumed samples: 14471680 | consumed tokens: 29638000640 | elapsed time per iteration (s): 0.38 | learning rate: 2.180E-05 | global batch size: 256 | lm loss: 3.361640E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 680.664 | TFLOPs: 31.77 | 7: iteration 56540/ 60336 | consumed samples: 14474240 | consumed tokens: 29643243520 | elapsed time per iteration (s): 0.37 | learning rate: 2.179E-05 | global batch size: 256 | lm loss: 3.358547E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.029 | TFLOPs: 32.25 | 7: iteration 56550/ 60336 | consumed samples: 14476800 | consumed tokens: 29648486400 | elapsed time per iteration (s): 0.37 | learning rate: 2.178E-05 | global batch size: 256 | lm loss: 3.354492E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.030 | TFLOPs: 32.25 | 7: iteration 56560/ 60336 | consumed samples: 14479360 | consumed tokens: 29653729280 | elapsed time per iteration (s): 0.37 | learning rate: 2.177E-05 | global batch size: 256 | lm loss: 3.356841E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.969 | TFLOPs: 32.25 | 7: iteration 56570/ 60336 | consumed samples: 14481920 | consumed tokens: 29658972160 | elapsed time per iteration (s): 0.37 | learning rate: 2.176E-05 | global batch size: 256 | lm loss: 3.358620E+00 | grad norm: 0.228 | num 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| number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.920 | TFLOPs: 32.25 | 7: iteration 56780/ 60336 | consumed samples: 14535680 | consumed tokens: 29769072640 | elapsed time per iteration (s): 0.37 | learning rate: 2.157E-05 | global batch size: 256 | lm loss: 3.356322E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.030 | TFLOPs: 32.25 | 7: iteration 56790/ 60336 | consumed samples: 14538240 | consumed tokens: 29774315520 | elapsed time per iteration (s): 0.37 | learning rate: 2.156E-05 | global batch size: 256 | lm loss: 3.358314E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.801 | TFLOPs: 32.24 | 7: iteration 56800/ 60336 | consumed samples: 14540800 | consumed tokens: 29779558400 | elapsed time per iteration (s): 0.37 | learning rate: 2.155E-05 | global batch size: 256 | lm loss: 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7: iteration 56920/ 60336 | consumed samples: 14571520 | consumed tokens: 29842472960 | elapsed time per iteration (s): 0.37 | learning rate: 2.145E-05 | global batch size: 256 | lm loss: 3.364404E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.987 | TFLOPs: 32.25 | 7: iteration 56930/ 60336 | consumed samples: 14574080 | consumed tokens: 29847715840 | elapsed time per iteration (s): 0.37 | learning rate: 2.144E-05 | global batch size: 256 | lm loss: 3.351155E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.969 | TFLOPs: 32.25 | 7: iteration 56940/ 60336 | consumed samples: 14576640 | consumed tokens: 29852958720 | elapsed time per iteration (s): 0.37 | learning rate: 2.143E-05 | global batch size: 256 | lm loss: 3.359765E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.031 | TFLOPs: 32.25 | 7: iteration 56950/ 60336 | consumed samples: 14579200 | consumed tokens: 29858201600 | elapsed time per iteration (s): 0.37 | learning rate: 2.142E-05 | global batch size: 256 | lm loss: 3.354577E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.950 | TFLOPs: 32.06 | 7: iteration 56960/ 60336 | consumed samples: 14581760 | consumed tokens: 29863444480 | elapsed time per iteration (s): 0.37 | learning rate: 2.142E-05 | global batch size: 256 | lm loss: 3.358984E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.034 | TFLOPs: 32.25 | 7: iteration 56970/ 60336 | consumed samples: 14584320 | consumed tokens: 29868687360 | elapsed time per iteration (s): 0.37 | learning rate: 2.141E-05 | global batch size: 256 | lm loss: 3.360126E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.874 | TFLOPs: 32.25 | 7: iteration 56980/ 60336 | consumed samples: 14586880 | consumed tokens: 29873930240 | elapsed time per iteration (s): 0.37 | learning rate: 2.140E-05 | global batch size: 256 | lm loss: 3.360402E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.177 | TFLOPs: 32.26 | 7: iteration 56990/ 60336 | consumed samples: 14589440 | consumed tokens: 29879173120 | elapsed time per iteration (s): 0.37 | learning rate: 2.139E-05 | global batch size: 256 | lm loss: 3.356085E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.051 | TFLOPs: 32.26 | 7: iteration 57000/ 60336 | consumed samples: 14592000 | consumed tokens: 29884416000 | elapsed time per iteration (s): 0.37 | learning rate: 2.138E-05 | global batch size: 256 | lm loss: 3.356371E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.214 | TFLOPs: 32.26 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 57000 | lm loss value: 3.979690E+00 | lm loss PPL: 5.350046E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 57000 to checkpoints_146m32b100mdedup 0: [2023-03-17 05:50:17,875] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step57000 is begin to save! 0: [2023-03-17 05:50:17,879] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step57000/layer_01-model_00-model_states.pt... 0: [2023-03-17 05:50:17,969] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step57000/layer_01-model_00-model_states.pt. 0: [2023-03-17 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checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt. 1: [2023-03-17 05:50:18,186] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt 1: [2023-03-17 05:50:18,186] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 5: [2023-03-17 05:50:18,187] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:50:18,187] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-17 05:50:18,187] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 0: [2023-03-17 05:50:18,254] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-17 05:50:18,197] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 4: [2023-03-17 05:50:18,197] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt. 1: [2023-03-17 05:50:18,197] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt. 4: [2023-03-17 05:50:18,197] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt. 4: [2023-03-17 05:50:18,197] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt 4: [2023-03-17 05:50:18,197] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt. 1: [2023-03-17 05:50:18,197] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt 4: [2023-03-17 05:50:18,197] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 1: [2023-03-17 05:50:18,197] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 4: [2023-03-17 05:50:18,197] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-17 05:50:18,197] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-17 05:50:18,197] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 4: [2023-03-17 05:50:18,197] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 1: [2023-03-17 05:50:18,197] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt. 1: [2023-03-17 05:50:18,198] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 1: [2023-03-17 05:50:18,198] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 1: [2023-03-17 05:50:18,198] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 3: [2023-03-17 05:50:18,353] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-17 05:50:18,353] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 3: [2023-03-17 05:50:18,353] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-17 05:50:18,353] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-17 05:50:18,353] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved 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[torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt. 4: [2023-03-17 05:50:18,202] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt 4: [2023-03-17 05:50:18,202] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 0: [2023-03-17 05:50:18,278] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step57000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 05:50:18,278] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step57000 is ready now! 0: successfully saved checkpoint at iteration 57000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 415.72 7: iteration 57010/ 60336 | consumed samples: 14594560 | consumed tokens: 29889658880 | elapsed time per iteration (s): 0.42 | learning rate: 2.137E-05 | global batch size: 256 | lm loss: 3.357746E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 608.030 | TFLOPs: 28.38 | 7: iteration 57020/ 60336 | consumed samples: 14597120 | consumed tokens: 29894901760 | elapsed time per iteration (s): 0.37 | learning rate: 2.137E-05 | global batch size: 256 | lm loss: 3.353135E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.378 | TFLOPs: 32.27 | 7: iteration 57030/ 60336 | consumed samples: 14599680 | consumed tokens: 29900144640 | elapsed time per iteration (s): 0.37 | learning rate: 2.136E-05 | global batch size: 256 | lm loss: 3.356282E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.293 | TFLOPs: 32.27 | 7: iteration 57040/ 60336 | consumed samples: 14602240 | consumed tokens: 29905387520 | elapsed time per iteration (s): 0.37 | learning rate: 2.135E-05 | global batch size: 256 | lm loss: 3.357268E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.458 | TFLOPs: 32.27 | 7: iteration 57050/ 60336 | consumed samples: 14604800 | consumed tokens: 29910630400 | elapsed time per iteration (s): 0.37 | learning rate: 2.134E-05 | global batch size: 256 | lm loss: 3.353129E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.311 | TFLOPs: 32.27 | 7: iteration 57060/ 60336 | consumed samples: 14607360 | consumed tokens: 29915873280 | elapsed time per iteration (s): 0.37 | learning rate: 2.133E-05 | global batch size: 256 | lm loss: 3.356516E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.473 | 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iterations: 0 | samples per second: 688.073 | TFLOPs: 32.12 | 7: iteration 57100/ 60336 | consumed samples: 14617600 | consumed tokens: 29936844800 | elapsed time per iteration (s): 0.37 | learning rate: 2.130E-05 | global batch size: 256 | lm loss: 3.355951E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.446 | TFLOPs: 32.27 | 7: iteration 57110/ 60336 | consumed samples: 14620160 | consumed tokens: 29942087680 | elapsed time per iteration (s): 0.37 | learning rate: 2.129E-05 | global batch size: 256 | lm loss: 3.358759E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.974 | TFLOPs: 32.25 | 7: iteration 57120/ 60336 | consumed samples: 14622720 | consumed tokens: 29947330560 | elapsed time per iteration (s): 0.37 | learning rate: 2.128E-05 | global batch size: 256 | lm loss: 3.362873E+00 | grad norm: 0.226 | num zeros: 0.0 | 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3.359488E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.878 | TFLOPs: 32.25 | 7: iteration 57160/ 60336 | consumed samples: 14632960 | consumed tokens: 29968302080 | elapsed time per iteration (s): 0.37 | learning rate: 2.125E-05 | global batch size: 256 | lm loss: 3.353617E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.713 | TFLOPs: 32.24 | 7: iteration 57170/ 60336 | consumed samples: 14635520 | consumed tokens: 29973544960 | elapsed time per iteration (s): 0.37 | learning rate: 2.124E-05 | global batch size: 256 | lm loss: 3.353630E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.767 | TFLOPs: 32.24 | 7: iteration 57180/ 60336 | consumed samples: 14638080 | consumed tokens: 29978787840 | elapsed time per iteration (s): 0.37 | learning rate: 2.124E-05 | global batch size: 256 | lm loss: 3.357321E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.865 | TFLOPs: 32.25 | 7: iteration 57190/ 60336 | consumed samples: 14640640 | consumed tokens: 29984030720 | elapsed time per iteration (s): 0.37 | learning rate: 2.123E-05 | global batch size: 256 | lm loss: 3.360395E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.875 | TFLOPs: 32.25 | 7: iteration 57200/ 60336 | consumed samples: 14643200 | consumed tokens: 29989273600 | elapsed time per iteration (s): 0.37 | learning rate: 2.122E-05 | global batch size: 256 | lm loss: 3.355109E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.127 | TFLOPs: 32.26 | 7: iteration 57210/ 60336 | consumed samples: 14645760 | consumed tokens: 29994516480 | elapsed 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7: iteration 57270/ 60336 | consumed samples: 14661120 | consumed tokens: 30025973760 | elapsed time per iteration (s): 0.37 | learning rate: 2.117E-05 | global batch size: 256 | lm loss: 3.352743E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.197 | TFLOPs: 32.26 | 7: iteration 57280/ 60336 | consumed samples: 14663680 | consumed tokens: 30031216640 | elapsed time per iteration (s): 0.37 | learning rate: 2.116E-05 | global batch size: 256 | lm loss: 3.358691E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.277 | TFLOPs: 32.27 | 7: iteration 57290/ 60336 | consumed samples: 14666240 | consumed tokens: 30036459520 | elapsed time per iteration (s): 0.37 | learning rate: 2.115E-05 | global batch size: 256 | lm loss: 3.350850E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.219 | TFLOPs: 32.26 | 7: iteration 57300/ 60336 | consumed samples: 14668800 | consumed tokens: 30041702400 | elapsed time per iteration (s): 0.37 | learning rate: 2.114E-05 | global batch size: 256 | lm loss: 3.360597E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.278 | TFLOPs: 32.27 | 7: iteration 57310/ 60336 | consumed samples: 14671360 | consumed tokens: 30046945280 | elapsed time per iteration (s): 0.37 | learning rate: 2.114E-05 | global batch size: 256 | lm loss: 3.353998E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.029 | TFLOPs: 32.25 | 7: iteration 57320/ 60336 | consumed samples: 14673920 | consumed tokens: 30052188160 | elapsed time per iteration (s): 0.38 | learning rate: 2.113E-05 | global batch size: 256 | lm loss: 3.359720E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped 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norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.213 | TFLOPs: 32.26 | 7: iteration 57360/ 60336 | consumed samples: 14684160 | consumed tokens: 30073159680 | elapsed time per iteration (s): 0.37 | learning rate: 2.110E-05 | global batch size: 256 | lm loss: 3.358299E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.688 | TFLOPs: 32.24 | 7: iteration 57370/ 60336 | consumed samples: 14686720 | consumed tokens: 30078402560 | elapsed time per iteration (s): 0.37 | learning rate: 2.109E-05 | global batch size: 256 | lm loss: 3.355130E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.836 | TFLOPs: 32.15 | 7: iteration 57380/ 60336 | consumed samples: 14689280 | consumed tokens: 30083645440 | elapsed time per iteration (s): 0.37 | learning rate: 2.109E-05 | global batch size: 256 | lm loss: 3.360215E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.439 | TFLOPs: 32.13 | 7: iteration 57390/ 60336 | consumed samples: 14691840 | consumed tokens: 30088888320 | elapsed time per iteration (s): 0.37 | learning rate: 2.108E-05 | global batch size: 256 | lm loss: 3.352527E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.600 | TFLOPs: 32.14 | 7: iteration 57400/ 60336 | consumed samples: 14694400 | consumed tokens: 30094131200 | elapsed time per iteration (s): 0.37 | learning rate: 2.107E-05 | global batch size: 256 | lm loss: 3.354695E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.780 | TFLOPs: 32.15 | 7: iteration 57410/ 60336 | consumed samples: 14696960 | consumed tokens: 30099374080 | elapsed time per iteration 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60336 | consumed samples: 14712320 | consumed tokens: 30130831360 | elapsed time per iteration (s): 0.37 | learning rate: 2.102E-05 | global batch size: 256 | lm loss: 3.353912E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.515 | TFLOPs: 32.14 | 7: iteration 57480/ 60336 | consumed samples: 14714880 | consumed tokens: 30136074240 | elapsed time per iteration (s): 0.37 | learning rate: 2.101E-05 | global batch size: 256 | lm loss: 3.353476E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.455 | TFLOPs: 31.95 | 7: iteration 57490/ 60336 | consumed samples: 14717440 | consumed tokens: 30141317120 | elapsed time per iteration (s): 0.37 | learning rate: 2.101E-05 | global batch size: 256 | lm loss: 3.357245E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.076 | TFLOPs: 32.26 | 7: iteration 57500/ 60336 | consumed samples: 14720000 | consumed tokens: 30146560000 | elapsed time per iteration (s): 0.37 | learning rate: 2.100E-05 | global batch size: 256 | lm loss: 3.353408E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.165 | TFLOPs: 32.26 | 7: iteration 57510/ 60336 | consumed samples: 14722560 | consumed tokens: 30151802880 | elapsed time per iteration (s): 0.37 | learning rate: 2.099E-05 | global batch size: 256 | lm loss: 3.354506E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.055 | TFLOPs: 32.26 | 7: iteration 57520/ 60336 | consumed samples: 14725120 | consumed tokens: 30157045760 | elapsed time per iteration (s): 0.37 | learning rate: 2.099E-05 | global batch size: 256 | lm loss: 3.359212E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | 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zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.326 | TFLOPs: 32.27 | 7: iteration 57560/ 60336 | consumed samples: 14735360 | consumed tokens: 30178017280 | elapsed time per iteration (s): 0.37 | learning rate: 2.096E-05 | global batch size: 256 | lm loss: 3.353079E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.952 | TFLOPs: 32.25 | 7: iteration 57570/ 60336 | consumed samples: 14737920 | consumed tokens: 30183260160 | elapsed time per iteration (s): 0.37 | learning rate: 2.095E-05 | global batch size: 256 | lm loss: 3.354887E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.257 | TFLOPs: 32.27 | 7: iteration 57580/ 60336 | consumed samples: 14740480 | consumed tokens: 30188503040 | elapsed time per iteration (s): 0.37 | learning rate: 2.094E-05 | global batch size: 256 | lm loss: 3.363403E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.159 | TFLOPs: 32.26 | 7: iteration 57590/ 60336 | consumed samples: 14743040 | consumed tokens: 30193745920 | elapsed time per iteration (s): 0.37 | learning rate: 2.094E-05 | global batch size: 256 | lm loss: 3.353310E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.816 | TFLOPs: 32.24 | 7: iteration 57600/ 60336 | consumed samples: 14745600 | consumed tokens: 30198988800 | elapsed time per iteration (s): 0.37 | learning rate: 2.093E-05 | global batch size: 256 | lm loss: 3.355594E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.995 | TFLOPs: 32.25 | 7: iteration 57610/ 60336 | consumed samples: 14748160 | consumed tokens: 30204231680 | elapsed time per iteration (s): 0.37 | 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consumed samples: 14763520 | consumed tokens: 30235688960 | elapsed time per iteration (s): 0.37 | learning rate: 2.088E-05 | global batch size: 256 | lm loss: 3.356191E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.261 | TFLOPs: 32.27 | 7: iteration 57680/ 60336 | consumed samples: 14766080 | consumed tokens: 30240931840 | elapsed time per iteration (s): 0.37 | learning rate: 2.088E-05 | global batch size: 256 | lm loss: 3.353744E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.074 | TFLOPs: 32.26 | 7: iteration 57690/ 60336 | consumed samples: 14768640 | consumed tokens: 30246174720 | elapsed time per iteration (s): 0.37 | learning rate: 2.087E-05 | global batch size: 256 | lm loss: 3.353125E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.326 | TFLOPs: 32.27 | 7: iteration 57700/ 60336 | consumed samples: 14771200 | consumed tokens: 30251417600 | elapsed time per iteration (s): 0.37 | learning rate: 2.086E-05 | global batch size: 256 | lm loss: 3.358058E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.123 | TFLOPs: 32.26 | 7: iteration 57710/ 60336 | consumed samples: 14773760 | consumed tokens: 30256660480 | elapsed time per iteration (s): 0.37 | learning rate: 2.086E-05 | global batch size: 256 | lm loss: 3.358253E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.152 | TFLOPs: 32.26 | 7: iteration 57720/ 60336 | consumed samples: 14776320 | consumed tokens: 30261903360 | elapsed time per iteration (s): 0.37 | learning rate: 2.085E-05 | global batch size: 256 | lm loss: 3.360257E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of 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2.079E-05 | global batch size: 256 | lm loss: 3.356282E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.409 | TFLOPs: 32.23 | 7: iteration 57820/ 60336 | consumed samples: 14801920 | consumed tokens: 30314332160 | elapsed time per iteration (s): 0.37 | learning rate: 2.079E-05 | global batch size: 256 | lm loss: 3.354063E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.675 | TFLOPs: 32.24 | 7: iteration 57830/ 60336 | consumed samples: 14804480 | consumed tokens: 30319575040 | elapsed time per iteration (s): 0.37 | learning rate: 2.078E-05 | global batch size: 256 | lm loss: 3.349797E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.809 | TFLOPs: 32.24 | 7: iteration 57840/ 60336 | consumed samples: 14807040 | consumed tokens: 30324817920 | elapsed time per iteration (s): 0.37 | learning rate: 2.077E-05 | global batch size: 256 | lm loss: 3.360799E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.789 | TFLOPs: 32.24 | 7: iteration 57850/ 60336 | consumed samples: 14809600 | consumed tokens: 30330060800 | elapsed time per iteration (s): 0.37 | learning rate: 2.077E-05 | global batch size: 256 | lm loss: 3.352805E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.534 | TFLOPs: 32.23 | 7: iteration 57860/ 60336 | consumed samples: 14812160 | consumed tokens: 30335303680 | elapsed time per iteration (s): 0.37 | learning rate: 2.076E-05 | global batch size: 256 | lm loss: 3.359889E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.778 | TFLOPs: 32.24 | 7: iteration 57870/ 60336 | consumed samples: 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iterations: 0 | number of nan iterations: 0 | samples per second: 691.371 | TFLOPs: 32.27 | 7: iteration 57960/ 60336 | consumed samples: 14837760 | consumed tokens: 30387732480 | elapsed time per iteration (s): 0.37 | learning rate: 2.070E-05 | global batch size: 256 | lm loss: 3.354289E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.216 | TFLOPs: 32.26 | 7: iteration 57970/ 60336 | consumed samples: 14840320 | consumed tokens: 30392975360 | elapsed time per iteration (s): 0.37 | learning rate: 2.070E-05 | global batch size: 256 | lm loss: 3.355524E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.374 | TFLOPs: 32.27 | 7: iteration 57980/ 60336 | consumed samples: 14842880 | consumed tokens: 30398218240 | elapsed time per iteration (s): 0.37 | learning rate: 2.069E-05 | global batch size: 256 | lm loss: 3.355268E+00 | grad 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iterations: 0 | samples per second: 690.775 | TFLOPs: 32.24 | 0: steps: 58000 loss: 3.3585 iter time (s): 0.369 samples/sec: 693.407 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 58000 | lm loss value: 3.931576E+00 | lm loss PPL: 5.098730E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 58000 to checkpoints_146m32b100mdedup 0: [2023-03-17 05:56:29,225] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step58000 is begin to save! 0: [2023-03-17 05:56:29,228] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step58000/layer_01-model_00-model_states.pt... 0: [2023-03-17 05:56:29,319] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step58000/layer_01-model_00-model_states.pt. 0: [2023-03-17 05:56:29,319] 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[engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-17 05:56:29,553] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 4: [2023-03-17 05:56:29,556] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt. 4: [2023-03-17 05:56:29,556] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt. 4: [2023-03-17 05:56:29,556] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt 4: [2023-03-17 05:56:29,556] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt 4: [2023-03-17 05:56:29,556] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 4: [2023-03-17 05:56:29,556] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 4: [2023-03-17 05:56:29,557] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt. 4: [2023-03-17 05:56:29,557] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt. 4: [2023-03-17 05:56:29,557] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt 4: [2023-03-17 05:56:29,557] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt 4: [2023-03-17 05:56:29,557] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 4: [2023-03-17 05:56:29,557] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 0: [2023-03-17 05:56:29,627] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 0: [2023-03-17 05:56:29,627] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 5: [2023-03-17 05:56:29,562] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:56:29,563] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:56:29,563] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:56:29,563] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:56:29,563] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:56:29,563] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:56:29,563] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:56:29,563] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt 5: [2023-03-17 05:56:29,563] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt 5: [2023-03-17 05:56:29,563] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-17 05:56:29,563] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-17 05:56:29,563] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 5: [2023-03-17 05:56:29,563] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-17 05:56:29,563] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt 5: [2023-03-17 05:56:29,563] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt. 5: [2023-03-17 05:56:29,563] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 5: [2023-03-17 05:56:29,563] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 5: [2023-03-17 05:56:29,563] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 5: [2023-03-17 05:56:29,563] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 5: [2023-03-17 05:56:29,563] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 5: [2023-03-17 05:56:29,563] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 5: [2023-03-17 05:56:29,563] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step58000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt 5: [2023-03-17 05:56:29,563] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 5: [2023-03-17 05:56:29,563] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step58000 is ready now! 0: successfully saved checkpoint at iteration 58000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 411.14 7: iteration 58010/ 60336 | consumed samples: 14850560 | consumed tokens: 30413946880 | elapsed time per iteration (s): 0.43 | learning rate: 2.067E-05 | global batch size: 256 | lm loss: 3.358092E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 601.605 | TFLOPs: 28.08 | 7: iteration 58020/ 60336 | consumed samples: 14853120 | consumed tokens: 30419189760 | elapsed time per iteration (s): 0.37 | learning rate: 2.067E-05 | global batch size: 256 | lm loss: 3.357995E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.757 | TFLOPs: 31.96 | 7: iteration 58030/ 60336 | consumed samples: 14855680 | consumed tokens: 30424432640 | elapsed time per iteration (s): 0.37 | learning rate: 2.066E-05 | global batch size: 256 | lm loss: 3.357365E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.040 | TFLOPs: 32.26 | 7: iteration 58040/ 60336 | consumed samples: 14858240 | consumed tokens: 30429675520 | elapsed time per iteration (s): 0.37 | learning rate: 2.066E-05 | global batch size: 256 | lm loss: 3.363087E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.005 | TFLOPs: 32.25 | 7: iteration 58050/ 60336 | consumed samples: 14860800 | consumed tokens: 30434918400 | elapsed time per iteration (s): 0.37 | learning rate: 2.065E-05 | global batch size: 256 | lm loss: 3.361678E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.995 | TFLOPs: 32.25 | 7: iteration 58060/ 60336 | consumed samples: 14863360 | consumed tokens: 30440161280 | elapsed time per iteration (s): 0.37 | learning rate: 2.064E-05 | global batch size: 256 | lm loss: 3.354853E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 691.377 | TFLOPs: 32.27 | 7: iteration 58070/ 60336 | consumed samples: 14865920 | consumed tokens: 30445404160 | elapsed time per iteration (s): 0.37 | learning rate: 2.064E-05 | global batch size: 256 | lm loss: 3.351038E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.960 | TFLOPs: 32.25 | 7: iteration 58080/ 60336 | consumed samples: 14868480 | consumed tokens: 30450647040 | elapsed time per iteration (s): 0.37 | learning rate: 2.063E-05 | global batch size: 256 | lm loss: 3.363477E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.643 | TFLOPs: 32.24 | 7: iteration 58090/ 60336 | consumed samples: 14871040 | consumed tokens: 30455889920 | elapsed time per iteration (s): 0.37 | learning rate: 2.063E-05 | global batch size: 256 | lm loss: 3.353055E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.451 | TFLOPs: 32.23 | 7: iteration 58100/ 60336 | consumed samples: 14873600 | consumed tokens: 30461132800 | elapsed time per iteration (s): 0.37 | learning rate: 2.062E-05 | global batch size: 256 | lm loss: 3.350369E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.428 | TFLOPs: 32.23 | 7: iteration 58110/ 60336 | consumed samples: 14876160 | consumed tokens: 30466375680 | elapsed time per iteration (s): 0.37 | learning rate: 2.062E-05 | global batch size: 256 | lm loss: 3.362382E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.401 | TFLOPs: 32.23 | 7: iteration 58120/ 60336 | consumed samples: 14878720 | consumed tokens: 30471618560 | elapsed time per iteration (s): 0.37 | learning rate: 2.061E-05 | global batch size: 256 | lm loss: 3.353359E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.131 | TFLOPs: 32.21 | 7: iteration 58130/ 60336 | consumed samples: 14881280 | consumed tokens: 30476861440 | elapsed time per iteration (s): 0.37 | learning rate: 2.061E-05 | global batch size: 256 | lm loss: 3.359392E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.247 | TFLOPs: 32.22 | 7: iteration 58140/ 60336 | consumed samples: 14883840 | consumed tokens: 30482104320 | elapsed time per iteration (s): 0.37 | learning rate: 2.060E-05 | global batch size: 256 | lm loss: 3.356822E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.714 | TFLOPs: 32.24 | 7: iteration 58150/ 60336 | consumed samples: 14886400 | consumed tokens: 30487347200 | elapsed time per iteration (s): 0.37 | learning rate: 2.059E-05 | global batch size: 256 | lm loss: 3.351810E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.380 | TFLOPs: 32.22 | 7: iteration 58160/ 60336 | consumed samples: 14888960 | consumed tokens: 30492590080 | elapsed time per iteration (s): 0.37 | learning rate: 2.059E-05 | global batch size: 256 | lm loss: 3.357981E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.984 | TFLOPs: 32.25 | 7: iteration 58170/ 60336 | consumed samples: 14891520 | consumed tokens: 30497832960 | elapsed time per iteration (s): 0.37 | learning rate: 2.058E-05 | global batch size: 256 | lm loss: 3.357958E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.513 | TFLOPs: 32.23 | 7: iteration 58180/ 60336 | consumed samples: 14894080 | consumed tokens: 30503075840 | elapsed time per iteration (s): 0.37 | learning rate: 2.058E-05 | global batch size: 256 | lm loss: 3.357830E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.413 | TFLOPs: 32.23 | 7: iteration 58190/ 60336 | consumed samples: 14896640 | consumed tokens: 30508318720 | elapsed time per iteration (s): 0.37 | learning rate: 2.057E-05 | global batch size: 256 | lm loss: 3.353672E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.398 | TFLOPs: 32.23 | 7: iteration 58200/ 60336 | consumed samples: 14899200 | consumed tokens: 30513561600 | elapsed time per iteration (s): 0.37 | learning rate: 2.057E-05 | global batch size: 256 | lm loss: 3.351069E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.830 | TFLOPs: 32.25 | 7: iteration 58210/ 60336 | consumed samples: 14901760 | consumed tokens: 30518804480 | elapsed time per iteration (s): 0.37 | learning rate: 2.056E-05 | global batch size: 256 | lm loss: 3.357345E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.436 | TFLOPs: 32.23 | 7: iteration 58220/ 60336 | consumed samples: 14904320 | consumed tokens: 30524047360 | elapsed time per iteration (s): 0.37 | learning rate: 2.056E-05 | global batch size: 256 | lm loss: 3.353601E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.497 | TFLOPs: 32.23 | 7: iteration 58230/ 60336 | consumed samples: 14906880 | consumed tokens: 30529290240 | elapsed time per iteration (s): 0.37 | learning rate: 2.055E-05 | global batch size: 256 | lm loss: 3.358888E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.686 | TFLOPs: 32.24 | 7: iteration 58240/ 60336 | consumed samples: 14909440 | consumed tokens: 30534533120 | elapsed time per iteration (s): 0.37 | learning rate: 2.055E-05 | global batch size: 256 | lm loss: 3.349709E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.519 | TFLOPs: 32.23 | 7: iteration 58250/ 60336 | consumed samples: 14912000 | consumed tokens: 30539776000 | elapsed time per iteration (s): 0.37 | learning rate: 2.054E-05 | global batch size: 256 | lm loss: 3.352648E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 687.587 | TFLOPs: 32.09 | 7: iteration 58260/ 60336 | consumed samples: 14914560 | consumed tokens: 30545018880 | elapsed time per iteration (s): 0.37 | learning rate: 2.054E-05 | global batch size: 256 | lm loss: 3.354068E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.313 | TFLOPs: 32.22 | 7: iteration 58270/ 60336 | consumed samples: 14917120 | consumed tokens: 30550261760 | elapsed time per iteration (s): 0.37 | learning rate: 2.053E-05 | global batch size: 256 | lm loss: 3.360483E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.410 | TFLOPs: 32.23 | 7: iteration 58280/ 60336 | consumed samples: 14919680 | consumed tokens: 30555504640 | elapsed time per iteration (s): 0.37 | learning rate: 2.053E-05 | global batch size: 256 | lm loss: 3.359764E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.586 | TFLOPs: 32.23 | 7: iteration 58290/ 60336 | consumed samples: 14922240 | consumed tokens: 30560747520 | elapsed time per iteration (s): 0.37 | learning rate: 2.052E-05 | global batch size: 256 | lm loss: 3.355374E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.386 | TFLOPs: 32.22 | 7: iteration 58300/ 60336 | consumed samples: 14924800 | consumed tokens: 30565990400 | elapsed time per iteration (s): 0.37 | learning rate: 2.052E-05 | global batch size: 256 | lm loss: 3.360455E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.514 | TFLOPs: 32.23 | 7: iteration 58310/ 60336 | consumed samples: 14927360 | consumed tokens: 30571233280 | elapsed time per iteration (s): 0.37 | learning rate: 2.051E-05 | global batch size: 256 | lm loss: 3.354671E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.531 | TFLOPs: 32.23 | 7: iteration 58320/ 60336 | consumed samples: 14929920 | consumed tokens: 30576476160 | elapsed time per iteration (s): 0.37 | learning rate: 2.051E-05 | global batch size: 256 | lm loss: 3.351618E+00 | grad norm: 0.213 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.479 | TFLOPs: 32.23 | 7: iteration 58330/ 60336 | consumed samples: 14932480 | consumed tokens: 30581719040 | elapsed time per iteration (s): 0.37 | learning rate: 2.050E-05 | global batch size: 256 | lm loss: 3.358036E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.995 | TFLOPs: 32.21 | 7: iteration 58340/ 60336 | consumed samples: 14935040 | consumed tokens: 30586961920 | elapsed time per iteration (s): 0.37 | learning rate: 2.050E-05 | global batch size: 256 | lm loss: 3.354522E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.288 | TFLOPs: 32.22 | 7: iteration 58350/ 60336 | consumed samples: 14937600 | consumed tokens: 30592204800 | elapsed time per iteration (s): 0.37 | learning rate: 2.049E-05 | global batch size: 256 | lm loss: 3.350474E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.329 | TFLOPs: 32.22 | 7: iteration 58360/ 60336 | consumed samples: 14940160 | consumed tokens: 30597447680 | elapsed time per iteration (s): 0.37 | learning rate: 2.049E-05 | global batch size: 256 | lm loss: 3.356873E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.894 | TFLOPs: 32.20 | 7: iteration 58370/ 60336 | consumed samples: 14942720 | consumed tokens: 30602690560 | elapsed time per iteration (s): 0.37 | learning rate: 2.048E-05 | global batch size: 256 | lm loss: 3.354524E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.090 | TFLOPs: 32.21 | 7: iteration 58380/ 60336 | consumed samples: 14945280 | consumed tokens: 30607933440 | elapsed time per iteration (s): 0.37 | learning rate: 2.048E-05 | global batch size: 256 | lm loss: 3.359599E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.495 | TFLOPs: 32.23 | 7: iteration 58390/ 60336 | consumed samples: 14947840 | consumed tokens: 30613176320 | elapsed time per iteration (s): 0.37 | learning rate: 2.047E-05 | global batch size: 256 | lm loss: 3.359052E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.282 | TFLOPs: 32.22 | 7: iteration 58400/ 60336 | consumed samples: 14950400 | consumed tokens: 30618419200 | elapsed time per iteration (s): 0.38 | learning rate: 2.047E-05 | global batch size: 256 | lm loss: 3.358108E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 675.644 | TFLOPs: 31.54 | 7: iteration 58410/ 60336 | consumed samples: 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| number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.980 | TFLOPs: 32.21 | 7: iteration 58930/ 60336 | consumed samples: 15086080 | consumed tokens: 30896291840 | elapsed time per iteration (s): 0.37 | learning rate: 2.025E-05 | global batch size: 256 | lm loss: 3.353766E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.299 | TFLOPs: 32.22 | 7: iteration 58940/ 60336 | consumed samples: 15088640 | consumed tokens: 30901534720 | elapsed time per iteration (s): 0.37 | learning rate: 2.024E-05 | global batch size: 256 | lm loss: 3.358897E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.649 | TFLOPs: 32.19 | 7: iteration 58950/ 60336 | consumed samples: 15091200 | consumed tokens: 30906777600 | elapsed time per iteration (s): 0.37 | learning rate: 2.024E-05 | global batch size: 256 | lm loss: 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2.023E-05 | global batch size: 256 | lm loss: 3.354671E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.710 | TFLOPs: 32.19 | 7: iteration 58990/ 60336 | consumed samples: 15101440 | consumed tokens: 30927749120 | elapsed time per iteration (s): 0.37 | learning rate: 2.023E-05 | global batch size: 256 | lm loss: 3.358242E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.133 | TFLOPs: 32.17 | 7: iteration 59000/ 60336 | consumed samples: 15104000 | consumed tokens: 30932992000 | elapsed time per iteration (s): 0.37 | learning rate: 2.022E-05 | global batch size: 256 | lm loss: 3.352677E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.475 | TFLOPs: 32.18 | 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 59000 | lm loss value: 3.954738E+00 | lm loss PPL: 5.218203E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 59000 to checkpoints_146m32b100mdedup 0: [2023-03-17 06:02:40,728] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step59000 is begin to save! 0: [2023-03-17 06:02:40,731] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step59000/layer_01-model_00-model_states.pt... 0: [2023-03-17 06:02:40,821] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step59000/layer_01-model_00-model_states.pt. 0: [2023-03-17 06:02:40,821] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step59000/layer_03-model_00-model_states.pt... 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[INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step59000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 3: [2023-03-17 06:02:41,202] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step59000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt. 3: [2023-03-17 06:02:41,202] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step59000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-17 06:02:41,202] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step59000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-17 06:02:41,202] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step59000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-17 06:02:41,202] [INFO] [torch_checkpoint_engine.py:27:commit] 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samples: 15109120 | consumed tokens: 30943477760 | elapsed time per iteration (s): 0.37 | learning rate: 2.022E-05 | global batch size: 256 | lm loss: 3.352237E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.332 | TFLOPs: 32.22 | 7: iteration 59030/ 60336 | consumed samples: 15111680 | consumed tokens: 30948720640 | elapsed time per iteration (s): 0.37 | learning rate: 2.021E-05 | global batch size: 256 | lm loss: 3.357393E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.883 | TFLOPs: 32.20 | 7: iteration 59040/ 60336 | consumed samples: 15114240 | consumed tokens: 30953963520 | elapsed time per iteration (s): 0.37 | learning rate: 2.021E-05 | global batch size: 256 | lm loss: 3.357056E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.729 | TFLOPs: 32.19 | 7: iteration 59050/ 60336 | consumed samples: 15116800 | consumed tokens: 30959206400 | elapsed time per iteration (s): 0.37 | learning rate: 2.021E-05 | global batch size: 256 | lm loss: 3.362069E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.942 | TFLOPs: 32.06 | 7: iteration 59060/ 60336 | consumed samples: 15119360 | consumed tokens: 30964449280 | elapsed time per iteration (s): 0.38 | learning rate: 2.020E-05 | global batch size: 256 | lm loss: 3.355674E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.164 | TFLOPs: 31.79 | 7: iteration 59070/ 60336 | consumed samples: 15121920 | consumed tokens: 30969692160 | elapsed time per iteration (s): 0.39 | learning rate: 2.020E-05 | global batch size: 256 | lm loss: 3.354866E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 657.392 | TFLOPs: 30.68 | 7: iteration 59080/ 60336 | consumed samples: 15124480 | consumed tokens: 30974935040 | elapsed time per iteration (s): 0.38 | learning rate: 2.020E-05 | global batch size: 256 | lm loss: 3.362778E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 674.741 | TFLOPs: 31.49 | 7: iteration 59090/ 60336 | consumed samples: 15127040 | consumed tokens: 30980177920 | elapsed time per iteration (s): 0.39 | learning rate: 2.019E-05 | global batch size: 256 | lm loss: 3.354646E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 654.397 | TFLOPs: 30.54 | 7: iteration 59100/ 60336 | consumed samples: 15129600 | consumed tokens: 30985420800 | elapsed time per iteration (s): 0.38 | learning rate: 2.019E-05 | global batch size: 256 | lm loss: 3.353620E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.737 | TFLOPs: 31.63 | 7: iteration 59110/ 60336 | consumed samples: 15132160 | consumed tokens: 30990663680 | elapsed time per iteration (s): 0.37 | learning rate: 2.019E-05 | global batch size: 256 | lm loss: 3.360049E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.762 | TFLOPs: 32.20 | 7: iteration 59120/ 60336 | consumed samples: 15134720 | consumed tokens: 30995906560 | elapsed time per iteration (s): 0.37 | learning rate: 2.018E-05 | global batch size: 256 | lm loss: 3.358042E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.853 | TFLOPs: 31.97 | 7: iteration 59130/ 60336 | consumed samples: 15137280 | consumed tokens: 31001149440 | elapsed time per iteration (s): 0.38 | learning rate: 2.018E-05 | global batch size: 256 | lm loss: 3.350798E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 681.611 | TFLOPs: 31.82 | 7: iteration 59140/ 60336 | consumed samples: 15139840 | consumed tokens: 31006392320 | elapsed time per iteration (s): 0.37 | learning rate: 2.018E-05 | global batch size: 256 | lm loss: 3.365911E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.565 | TFLOPs: 32.14 | 7: iteration 59150/ 60336 | consumed samples: 15142400 | consumed tokens: 31011635200 | elapsed time per iteration (s): 0.37 | learning rate: 2.018E-05 | global batch size: 256 | lm loss: 3.354881E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.426 | TFLOPs: 32.23 | 7: iteration 59160/ 60336 | consumed samples: 15144960 | consumed tokens: 31016878080 | elapsed time per iteration (s): 0.37 | learning rate: 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7: iteration 59250/ 60336 | consumed samples: 15168000 | consumed tokens: 31064064000 | elapsed time per iteration (s): 0.38 | learning rate: 2.015E-05 | global batch size: 256 | lm loss: 3.353545E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 677.750 | TFLOPs: 31.63 | 7: iteration 59260/ 60336 | consumed samples: 15170560 | consumed tokens: 31069306880 | elapsed time per iteration (s): 0.37 | learning rate: 2.014E-05 | global batch size: 256 | lm loss: 3.352463E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.197 | TFLOPs: 32.12 | 7: iteration 59270/ 60336 | consumed samples: 15173120 | consumed tokens: 31074549760 | elapsed time per iteration (s): 0.37 | learning rate: 2.014E-05 | global batch size: 256 | lm loss: 3.361345E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.238 | TFLOPs: 31.94 | 7: iteration 59280/ 60336 | consumed samples: 15175680 | consumed tokens: 31079792640 | elapsed time per iteration (s): 0.38 | learning rate: 2.014E-05 | global batch size: 256 | lm loss: 3.348998E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 678.461 | TFLOPs: 31.67 | 7: iteration 59290/ 60336 | consumed samples: 15178240 | consumed tokens: 31085035520 | elapsed time per iteration (s): 0.37 | learning rate: 2.014E-05 | global batch size: 256 | lm loss: 3.355565E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.255 | TFLOPs: 32.13 | 7: iteration 59300/ 60336 | consumed samples: 15180800 | consumed tokens: 31090278400 | elapsed time per iteration (s): 0.37 | learning rate: 2.013E-05 | global batch size: 256 | lm loss: 3.358450E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.530 | TFLOPs: 32.18 | 7: iteration 59310/ 60336 | consumed samples: 15183360 | consumed tokens: 31095521280 | elapsed time per iteration (s): 0.38 | learning rate: 2.013E-05 | global batch size: 256 | lm loss: 3.355389E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 679.079 | TFLOPs: 31.70 | 7: iteration 59320/ 60336 | consumed samples: 15185920 | consumed tokens: 31100764160 | elapsed time per iteration (s): 0.37 | learning rate: 2.013E-05 | global batch size: 256 | lm loss: 3.356373E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 686.965 | TFLOPs: 32.07 | 7: iteration 59330/ 60336 | consumed samples: 15188480 | consumed tokens: 31106007040 | elapsed time per iteration (s): 0.38 | learning rate: 2.013E-05 | global batch size: 256 | lm loss: 3.349789E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 673.758 | TFLOPs: 31.45 | 7: iteration 59340/ 60336 | consumed samples: 15191040 | consumed tokens: 31111249920 | elapsed time per iteration (s): 0.37 | learning rate: 2.012E-05 | global batch size: 256 | lm loss: 3.353691E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.095 | TFLOPs: 32.16 | 7: iteration 59350/ 60336 | consumed samples: 15193600 | consumed tokens: 31116492800 | elapsed time per iteration (s): 0.37 | learning rate: 2.012E-05 | global batch size: 256 | lm loss: 3.354707E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.499 | TFLOPs: 32.18 | 7: iteration 59360/ 60336 | consumed samples: 15196160 | consumed tokens: 31121735680 | elapsed time per iteration (s): 0.37 | learning rate: 2.012E-05 | global batch size: 256 | lm loss: 3.356569E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.919 | TFLOPs: 32.20 | 7: iteration 59370/ 60336 | consumed samples: 15198720 | consumed tokens: 31126978560 | elapsed time per iteration (s): 0.39 | learning rate: 2.012E-05 | global batch size: 256 | lm loss: 3.350331E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 658.385 | TFLOPs: 30.73 | 7: iteration 59380/ 60336 | consumed samples: 15201280 | consumed tokens: 31132221440 | elapsed time per iteration (s): 0.37 | learning rate: 2.011E-05 | global batch size: 256 | lm loss: 3.352777E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.148 | TFLOPs: 32.21 | 7: iteration 59390/ 60336 | consumed samples: 15203840 | consumed tokens: 31137464320 | elapsed time per iteration 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60336 | consumed samples: 15219200 | consumed tokens: 31168921600 | elapsed time per iteration (s): 0.37 | learning rate: 2.010E-05 | global batch size: 256 | lm loss: 3.351526E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.072 | TFLOPs: 32.21 | 7: iteration 59460/ 60336 | consumed samples: 15221760 | consumed tokens: 31174164480 | elapsed time per iteration (s): 0.37 | learning rate: 2.010E-05 | global batch size: 256 | lm loss: 3.353650E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.036 | TFLOPs: 32.21 | 7: iteration 59470/ 60336 | consumed samples: 15224320 | consumed tokens: 31179407360 | elapsed time per iteration (s): 0.38 | learning rate: 2.009E-05 | global batch size: 256 | lm loss: 3.354371E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 682.096 | TFLOPs: 31.84 | 7: iteration 59480/ 60336 | consumed samples: 15226880 | consumed tokens: 31184650240 | elapsed time per iteration (s): 0.37 | learning rate: 2.009E-05 | global batch size: 256 | lm loss: 3.355596E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.418 | TFLOPs: 32.23 | 7: iteration 59490/ 60336 | consumed samples: 15229440 | consumed tokens: 31189893120 | elapsed time per iteration (s): 0.37 | learning rate: 2.009E-05 | global batch size: 256 | lm loss: 3.355007E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.134 | TFLOPs: 32.21 | 7: iteration 59500/ 60336 | consumed samples: 15232000 | consumed tokens: 31195136000 | elapsed time per iteration (s): 0.37 | learning rate: 2.009E-05 | global batch size: 256 | lm loss: 3.354055E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.283 | TFLOPs: 32.22 | 7: iteration 59510/ 60336 | consumed samples: 15234560 | consumed tokens: 31200378880 | elapsed time per iteration (s): 0.37 | learning rate: 2.008E-05 | global batch size: 256 | lm loss: 3.358061E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.890 | TFLOPs: 32.20 | 7: iteration 59520/ 60336 | consumed samples: 15237120 | consumed tokens: 31205621760 | elapsed time per iteration (s): 0.37 | learning rate: 2.008E-05 | global batch size: 256 | lm loss: 3.353400E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.070 | TFLOPs: 31.93 | 7: iteration 59530/ 60336 | consumed samples: 15239680 | consumed tokens: 31210864640 | elapsed time per iteration (s): 0.37 | learning rate: 2.008E-05 | global batch size: 256 | lm loss: 3.356702E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.344 | TFLOPs: 32.18 | 7: iteration 59540/ 60336 | consumed samples: 15242240 | consumed tokens: 31216107520 | elapsed time per iteration (s): 0.37 | learning rate: 2.008E-05 | global batch size: 256 | lm loss: 3.352266E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.213 | TFLOPs: 32.22 | 7: iteration 59550/ 60336 | consumed samples: 15244800 | consumed tokens: 31221350400 | elapsed time per iteration (s): 0.37 | learning rate: 2.008E-05 | global batch size: 256 | lm loss: 3.355059E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.730 | TFLOPs: 32.19 | 7: iteration 59560/ 60336 | consumed samples: 15247360 | consumed tokens: 31226593280 | elapsed time per iteration (s): 0.37 | learning rate: 2.007E-05 | global batch size: 256 | lm loss: 3.357898E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.302 | TFLOPs: 32.17 | 7: iteration 59570/ 60336 | consumed samples: 15249920 | consumed tokens: 31231836160 | elapsed time per iteration (s): 0.37 | learning rate: 2.007E-05 | global batch size: 256 | lm loss: 3.357827E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.297 | TFLOPs: 32.22 | 7: iteration 59580/ 60336 | consumed samples: 15252480 | consumed tokens: 31237079040 | elapsed time per iteration (s): 0.37 | learning rate: 2.007E-05 | global batch size: 256 | lm loss: 3.348568E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.775 | TFLOPs: 32.15 | 7: iteration 59590/ 60336 | consumed samples: 15255040 | consumed tokens: 31242321920 | elapsed time per iteration (s): 0.37 | learning rate: 2.007E-05 | global batch size: 256 | lm loss: 3.358757E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.865 | TFLOPs: 32.20 | 7: iteration 59600/ 60336 | consumed samples: 15257600 | consumed tokens: 31247564800 | elapsed time per iteration (s): 0.37 | learning rate: 2.007E-05 | global batch size: 256 | lm loss: 3.354176E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.009 | TFLOPs: 32.21 | 7: iteration 59610/ 60336 | consumed samples: 15260160 | consumed tokens: 31252807680 | elapsed time per iteration (s): 0.37 | learning rate: 2.007E-05 | global batch size: 256 | lm loss: 3.357832E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.090 | TFLOPs: 32.21 | 7: iteration 59620/ 60336 | consumed samples: 15262720 | consumed tokens: 31258050560 | elapsed time per iteration (s): 0.37 | learning rate: 2.006E-05 | global batch size: 256 | lm loss: 3.359277E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.358 | TFLOPs: 32.22 | 7: iteration 59630/ 60336 | consumed samples: 15265280 | consumed tokens: 31263293440 | elapsed time per iteration (s): 0.37 | learning rate: 2.006E-05 | global batch size: 256 | lm loss: 3.356719E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.436 | TFLOPs: 32.23 | 7: iteration 59640/ 60336 | consumed samples: 15267840 | consumed tokens: 31268536320 | elapsed time per iteration (s): 0.37 | learning rate: 2.006E-05 | global batch size: 256 | lm loss: 3.358538E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.584 | TFLOPs: 32.23 | 7: iteration 59650/ 60336 | consumed samples: 15270400 | consumed tokens: 31273779200 | elapsed time per iteration (s): 0.37 | learning rate: 2.006E-05 | global batch size: 256 | lm loss: 3.350087E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.188 | TFLOPs: 32.22 | 7: iteration 59660/ 60336 | consumed samples: 15272960 | consumed tokens: 31279022080 | elapsed time per iteration (s): 0.37 | learning rate: 2.006E-05 | global batch size: 256 | lm loss: 3.356887E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.912 | TFLOPs: 32.20 | 7: iteration 59670/ 60336 | consumed samples: 15275520 | consumed tokens: 31284264960 | elapsed time per iteration (s): 0.37 | learning rate: 2.006E-05 | global batch size: 256 | lm loss: 3.361849E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.219 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iterations: 0 | number of nan iterations: 0 | samples per second: 690.209 | TFLOPs: 32.22 | 7: iteration 59940/ 60336 | consumed samples: 15344640 | consumed tokens: 31425822720 | elapsed time per iteration (s): 0.37 | learning rate: 2.002E-05 | global batch size: 256 | lm loss: 3.355471E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.827 | TFLOPs: 32.20 | 7: iteration 59950/ 60336 | consumed samples: 15347200 | consumed tokens: 31431065600 | elapsed time per iteration (s): 0.37 | learning rate: 2.002E-05 | global batch size: 256 | lm loss: 3.356196E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.778 | TFLOPs: 32.20 | 7: iteration 59960/ 60336 | consumed samples: 15349760 | consumed tokens: 31436308480 | elapsed time per iteration (s): 0.37 | learning rate: 2.002E-05 | global batch size: 256 | lm loss: 3.357124E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.237 | TFLOPs: 32.22 | 7: iteration 59970/ 60336 | consumed samples: 15352320 | consumed tokens: 31441551360 | elapsed time per iteration (s): 0.37 | learning rate: 2.002E-05 | global batch size: 256 | lm loss: 3.355169E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.331 | TFLOPs: 32.22 | 7: iteration 59980/ 60336 | consumed samples: 15354880 | consumed tokens: 31446794240 | elapsed time per iteration (s): 0.37 | learning rate: 2.002E-05 | global batch size: 256 | lm loss: 3.356767E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.790 | TFLOPs: 32.20 | 7: iteration 59990/ 60336 | consumed samples: 15357440 | consumed tokens: 31452037120 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.352404E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.134 | TFLOPs: 32.21 | 0: [2023-03-17 06:08:53,726] [INFO] [logging.py:68:log_dist] [Rank 0] step=60000, skipped=0, lr=[2.0014058754265557e-05, 2.0014058754265557e-05, 2.0014058754265557e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)] 7: iteration 60000/ 60336 | consumed samples: 15360000 | consumed tokens: 31457280000 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.353734E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.242 | TFLOPs: 32.22 | 0: steps: 60000 loss: 3.3579 iter time (s): 0.370 samples/sec: 691.242 7: ------------------------------------------------------------------------------------------------ 7: validation loss at iteration 60000 | lm loss value: 3.962034E+00 | lm loss PPL: 5.256414E+01 | 7: ------------------------------------------------------------------------------------------------ 0: saving checkpoint at iteration 60000 to checkpoints_146m32b100mdedup 0: [2023-03-17 06:08:53,850] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step60000 is begin to save! 0: [2023-03-17 06:08:53,854] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step60000/layer_01-model_00-model_states.pt... 0: [2023-03-17 06:08:53,952] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/layer_01-model_00-model_states.pt. 0: [2023-03-17 06:08:53,952] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step60000/layer_03-model_00-model_states.pt... 0: [2023-03-17 06:08:53,968] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/layer_03-model_00-model_states.pt. 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checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt 0: [2023-03-17 06:08:54,236] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 7: [2023-03-17 06:08:54,170] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt. 7: [2023-03-17 06:08:54,170] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt. 7: [2023-03-17 06:08:54,170] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt 7: [2023-03-17 06:08:54,170] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt 7: [2023-03-17 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bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt 7: [2023-03-17 06:08:54,172] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 1: [2023-03-17 06:08:54,173] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt. 1: [2023-03-17 06:08:54,173] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt 1: [2023-03-17 06:08:54,173] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 4: [2023-03-17 06:08:54,174] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt. 0: [2023-03-17 06:08:54,240] [INFO] 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[INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt. 0: [2023-03-17 06:08:54,240] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt 0: [2023-03-17 06:08:54,240] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 5: [2023-03-17 06:08:54,177] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt. 5: [2023-03-17 06:08:54,177] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt 5: [2023-03-17 06:08:54,177] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 4: [2023-03-17 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checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt 6: [2023-03-17 06:08:54,245] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 6: [2023-03-17 06:08:54,245] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 0: [2023-03-17 06:08:54,256] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt 6: [2023-03-17 06:08:54,245] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 6: [2023-03-17 06:08:54,245] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 6: [2023-03-17 06:08:54,245] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 0: [2023-03-17 06:08:54,256] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 6: [2023-03-17 06:08:54,246] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt. 6: [2023-03-17 06:08:54,247] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt 6: [2023-03-17 06:08:54,247] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 2: [2023-03-17 06:08:54,193] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt. 2: [2023-03-17 06:08:54,193] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt. 2: [2023-03-17 06:08:54,193] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt. 2: [2023-03-17 06:08:54,193] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt. 2: [2023-03-17 06:08:54,193] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt 2: [2023-03-17 06:08:54,193] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt 2: [2023-03-17 06:08:54,193] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt 2: [2023-03-17 06:08:54,193] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt 2: [2023-03-17 06:08:54,193] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 2: [2023-03-17 06:08:54,193] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 2: [2023-03-17 06:08:54,193] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 2: [2023-03-17 06:08:54,193] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 5: [2023-03-17 06:08:54,194] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt. 3: [2023-03-17 06:08:54,347] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt. 3: [2023-03-17 06:08:54,347] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt. 3: [2023-03-17 06:08:54,347] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt. 3: [2023-03-17 06:08:54,347] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt 3: [2023-03-17 06:08:54,347] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt 3: [2023-03-17 06:08:54,347] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 3: [2023-03-17 06:08:54,347] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt. 3: [2023-03-17 06:08:54,347] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt. 3: [2023-03-17 06:08:54,347] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 3: [2023-03-17 06:08:54,347] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 3: [2023-03-17 06:08:54,347] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt. 3: [2023-03-17 06:08:54,347] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 3: [2023-03-17 06:08:54,347] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt. 3: [2023-03-17 06:08:54,347] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt. 3: [2023-03-17 06:08:54,347] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-17 06:08:54,347] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-17 06:08:54,347] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-17 06:08:54,347] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-17 06:08:54,347] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-17 06:08:54,347] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 3: [2023-03-17 06:08:54,347] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 3: [2023-03-17 06:08:54,347] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 3: [2023-03-17 06:08:54,347] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 3: [2023-03-17 06:08:54,347] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 5: [2023-03-17 06:08:54,194] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt. 5: [2023-03-17 06:08:54,194] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt. 5: [2023-03-17 06:08:54,194] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt 5: [2023-03-17 06:08:54,194] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 5: [2023-03-17 06:08:54,194] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt 5: [2023-03-17 06:08:54,194] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt 5: [2023-03-17 06:08:54,194] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 5: [2023-03-17 06:08:54,194] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60000 is ready now! 0: successfully saved checkpoint at iteration 60000 to checkpoints_146m32b100mdedup 7: time (ms) | save-checkpoint: 419.41 7: iteration 60010/ 60336 | consumed samples: 15362560 | consumed tokens: 31462522880 | elapsed time per iteration (s): 0.42 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.355378E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 602.456 | TFLOPs: 28.12 | 7: iteration 60020/ 60336 | consumed samples: 15365120 | consumed tokens: 31467765760 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.352687E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 684.679 | TFLOPs: 31.96 | 7: iteration 60030/ 60336 | consumed samples: 15367680 | consumed tokens: 31473008640 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.356472E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.053 | TFLOPs: 32.21 | 7: iteration 60040/ 60336 | consumed samples: 15370240 | consumed tokens: 31478251520 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.358137E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.780 | TFLOPs: 32.20 | 7: iteration 60050/ 60336 | consumed samples: 15372800 | consumed tokens: 31483494400 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.352401E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.797 | TFLOPs: 32.20 | 7: iteration 60060/ 60336 | consumed samples: 15375360 | consumed tokens: 31488737280 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.353878E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.044 | TFLOPs: 32.21 | 7: iteration 60070/ 60336 | consumed samples: 15377920 | consumed tokens: 31493980160 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.354885E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.464 | TFLOPs: 32.23 | 7: iteration 60080/ 60336 | consumed samples: 15380480 | consumed tokens: 31499223040 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.349680E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.471 | TFLOPs: 32.23 | 7: iteration 60090/ 60336 | consumed samples: 15383040 | consumed tokens: 31504465920 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.356894E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.543 | TFLOPs: 32.19 | 7: iteration 60100/ 60336 | consumed samples: 15385600 | consumed tokens: 31509708800 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.356020E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.985 | TFLOPs: 32.21 | 7: iteration 60110/ 60336 | consumed samples: 15388160 | consumed tokens: 31514951680 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.349493E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.867 | TFLOPs: 32.20 | 7: iteration 60120/ 60336 | consumed samples: 15390720 | consumed tokens: 31520194560 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.352605E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.998 | TFLOPs: 32.21 | 7: iteration 60130/ 60336 | consumed samples: 15393280 | consumed tokens: 31525437440 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size: 256 | lm loss: 3.357441E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.212 | TFLOPs: 32.22 | 7: iteration 60140/ 60336 | consumed samples: 15395840 | consumed tokens: 31530680320 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.353833E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.037 | TFLOPs: 32.21 | 7: iteration 60150/ 60336 | consumed samples: 15398400 | consumed tokens: 31535923200 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.355993E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.560 | TFLOPs: 32.19 | 7: iteration 60160/ 60336 | consumed samples: 15400960 | consumed tokens: 31541166080 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.353968E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.882 | TFLOPs: 32.20 | 7: iteration 60170/ 60336 | consumed samples: 15403520 | consumed tokens: 31546408960 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.353967E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.132 | TFLOPs: 32.17 | 7: iteration 60180/ 60336 | consumed samples: 15406080 | consumed tokens: 31551651840 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.355547E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.427 | TFLOPs: 32.18 | 7: iteration 60190/ 60336 | consumed samples: 15408640 | consumed tokens: 31556894720 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.361594E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.089 | TFLOPs: 32.16 | 7: iteration 60200/ 60336 | consumed samples: 15411200 | consumed tokens: 31562137600 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.348088E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 688.792 | TFLOPs: 32.15 | 7: iteration 60210/ 60336 | consumed samples: 15413760 | consumed tokens: 31567380480 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.360961E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.129 | TFLOPs: 32.17 | 7: iteration 60220/ 60336 | consumed samples: 15416320 | consumed tokens: 31572623360 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.350168E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.401 | TFLOPs: 32.23 | 7: iteration 60230/ 60336 | consumed samples: 15418880 | consumed tokens: 31577866240 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.358815E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 689.701 | TFLOPs: 32.19 | 7: iteration 60240/ 60336 | consumed samples: 15421440 | consumed tokens: 31583109120 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.354738E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.076 | TFLOPs: 32.21 | 7: iteration 60250/ 60336 | consumed samples: 15424000 | consumed tokens: 31588352000 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.355050E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.297 | TFLOPs: 32.22 | 7: iteration 60260/ 60336 | consumed samples: 15426560 | consumed tokens: 31593594880 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.360879E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.140 | TFLOPs: 32.21 | 7: iteration 60270/ 60336 | consumed samples: 15429120 | consumed tokens: 31598837760 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.352853E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.067 | TFLOPs: 32.21 | 7: iteration 60280/ 60336 | consumed samples: 15431680 | consumed tokens: 31604080640 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.354934E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.151 | TFLOPs: 32.21 | 7: iteration 60290/ 60336 | consumed samples: 15434240 | consumed tokens: 31609323520 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.350215E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.549 | TFLOPs: 32.23 | 7: iteration 60300/ 60336 | consumed samples: 15436800 | consumed tokens: 31614566400 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.357825E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.122 | TFLOPs: 32.21 | 7: iteration 60310/ 60336 | consumed samples: 15439360 | consumed tokens: 31619809280 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.365115E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.697 | TFLOPs: 32.24 | 7: iteration 60320/ 60336 | consumed samples: 15441920 | consumed tokens: 31625052160 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.361363E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.488 | TFLOPs: 32.23 | 7: iteration 60330/ 60336 | consumed samples: 15444480 | consumed tokens: 31630295040 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size: 256 | lm loss: 3.354690E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations: 0 | number of nan iterations: 0 | samples per second: 690.005 | TFLOPs: 32.21 | 0: [after training is done] datetime: 2023-03-17 06:10:58 0: saving checkpoint at iteration 60336 to checkpoints_146m32b100mdedup 7: ----------------------------------------------------------------------------------------------------------------- 7: validation loss at the end of training for val data | lm loss value: 3.941176E+00 | lm loss PPL: 5.147913E+01 | 7: ----------------------------------------------------------------------------------------------------------------- 0: [2023-03-17 06:10:59,069] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step60336 is begin to save! 0: [2023-03-17 06:10:59,073] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m32b100mdedup/global_step60336/layer_01-model_00-model_states.pt... 0: [2023-03-17 06:10:59,162] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m32b100mdedup/global_step60336/layer_01-model_00-model_states.pt. 0: [2023-03-17 06:10:59,162] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving 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checkpoints_146m32b100mdedup/global_step60336/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt 3: [2023-03-17 06:10:59,567] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60336/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt 3: [2023-03-17 06:10:59,567] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60336/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt 3: [2023-03-17 06:10:59,567] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60336/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt 3: [2023-03-17 06:10:59,567] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60336/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt 3: [2023-03-17 06:10:59,567] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60336/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt 3: [2023-03-17 06:10:59,567] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60336/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt 3: [2023-03-17 06:10:59,567] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m32b100mdedup/global_step60336/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt 3: [2023-03-17 06:10:59,567] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 3: [2023-03-17 06:10:59,567] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 3: [2023-03-17 06:10:59,567] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 3: [2023-03-17 06:10:59,567] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 3: [2023-03-17 06:10:59,567] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 3: [2023-03-17 06:10:59,567] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 3: [2023-03-17 06:10:59,567] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 3: [2023-03-17 06:10:59,567] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step60336 is ready now! 0: successfully saved checkpoint at iteration 60336 to checkpoints_146m32b100mdedup END 3326964: Fri 17 Mar 2023 06:11:25 AM EET