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 5_517_578 --vocab-file gpt2/vocab.json --merge-file gpt2/merges.txt --clip-grad 1.0 --kill-switch-path kill-switch-146m14b400m --bf16 --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 5_517_578 --lr-warmup-samples 55_176 --clip-grad 1.0 --weight-decay 1e-1 --log-interval 10 --save-interval 1000 --eval-interval 1000 --eval-iters 1 --tensorboard-dir tensorboard_146m14b400m --tensorboard-queue-size 5 --log-timers-to-tensorboard --log-batch-size-to-tensorboard --log-validation-ppl-to-tensorboard --save checkpoints_146m14b400m --load checkpoints_146m14b400m --train-weighted-split-paths-path train400m.txt --valid-weighted-split-paths-path val.txt --data-impl mmap --deepspeed --deepspeed_config ds_configs/3318392.json --zero-stage 0
START 3318392: Wed 15 Mar 2023 09:56:18 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    45.0c  95.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
0: 1    45.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
0: 2    45.0c  88.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
0: 3    44.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
0: 4    44.0c  91.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
0: 5    45.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
0: 6    44.0c  85.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
0: 7    45.0c  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    41.0c  95.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
4: 1    41.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
4: 2    43.0c  89.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
4: 3    48.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
4: 4    46.0c  85.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
4: 5    44.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
4: 6    39.0c  92.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
4: 7    43.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
4: ================================================================================
4: ============================= 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    44.0c  94.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
3: 1    46.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
3: 2    43.0c  88.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
3: 3    45.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
3: 4    43.0c  86.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
3: 5    46.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
3: 6    41.0c  90.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
3: 7    40.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
3: ================================================================================
3: ============================= 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    44.0c  90.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
5: 1    47.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
5: 2    49.0c  97.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
5: 3    43.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
5: 4    34.0c  91.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
5: 5    42.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
5: 6    36.0c  91.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
5: 7    47.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
5: ================================================================================
5: ============================= 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    48.0c  87.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
2: 1    39.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
2: 2    47.0c  92.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
2: 3    47.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
2: 4    42.0c  95.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
2: 5    47.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
2: 6    37.0c  87.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
2: 7    50.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
2: ================================================================================
2: ============================= 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    49.0c  93.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
6: 1    46.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
6: 2    39.0c  88.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
6: 3    43.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
6: 4    48.0c  80.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
6: 5    48.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
6: 6    43.0c  94.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
6: 7    41.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
6: ================================================================================
6: ============================= 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    47.0c  94.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
7: 1    46.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
7: 2    48.0c  88.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
7: 3    44.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
7: 4    45.0c  92.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
7: 5    48.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
7: 6    44.0c  86.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
7: 7    42.0c  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    44.0c  93.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
1: 1    45.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
1: 2    45.0c  89.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
1: 3    42.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
1: 4    40.0c  91.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
1: 5    45.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
1: 6    45.0c  84.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
1: 7    47.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
1: ================================================================================
1: ============================= End of ROCm SMI Log ==============================
0: Launching on nid005476 (0/8), master nid005476 port 9999, GPUs 8, CUDA: True
4: Launching on nid005480 (4/8), master nid005476 port 9999, GPUs 8, CUDA: True
7: Launching on nid005483 (7/8), master nid005476 port 9999, GPUs 8, CUDA: True
5: Launching on nid005481 (5/8), master nid005476 port 9999, GPUs 8, CUDA: True
2: Launching on nid005478 (2/8), master nid005476 port 9999, GPUs 8, CUDA: True
1: Launching on nid005477 (1/8), master nid005476 port 9999, GPUs 8, CUDA: True
3: Launching on nid005479 (3/8), master nid005476 port 9999, GPUs 8, CUDA: True
6: Launching on nid005482 (6/8), master nid005476 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 .......................... False
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/3318392.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-146m14b400m
0:   kv_channels ..................................... 64
0:   layer_norm_fusion ............................... True
0:   layernorm_epsilon ............................... 1e-05
0:   lazy_mpu_init ................................... None
0:   load ............................................ checkpoints_146m14b400m
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 ...................................... None
0:   loss_scale_window ............................... 1000
0:   lr .............................................. 0.0002
0:   lr_decay_iters .................................. None
0:   lr_decay_samples ................................ 5517578
0:   lr_decay_style .................................. cosine
0:   lr_decay_tokens ................................. None
0:   lr_warmup_fraction .............................. None
0:   lr_warmup_iters ................................. 0
0:   lr_warmup_samples ............................... 55176
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_146m14b400m
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_146m14b400m
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 ................................... 5517578
0:   train_tokens .................................... None
0:   train_weighted_split_names ...................... ['train']
0:   train_weighted_split_paths ...................... [['/scratch/project_462000119/data/c4_subsampled/gpt2tok_c4_en_400M_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
0: **** Git info for Megatron: git_hash=unknown git_branch=unknown ****
0: > initializing torch distributed ...
0: [2023-03-15 21:56:55,052] [INFO] [comm.py:633:init_distributed] Initializing TorchBackend in DeepSpeed with backend nccl
7: > setting tensorboard ...
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: 0.103 seconds
0: > compiling and loading fused kernels ...
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax.cpp -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax_hip.cpp [skipped, already hipified]
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/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/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/scaled_upper_triang_masked_softmax_cuda.cu -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax_hip.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: 87
0: ninja: no work to do.
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax.cpp -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax_hip.cpp [skipped, already hipified]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax_cuda.cu -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax_hip.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: 63
0: [1/1] c++ scaled_masked_softmax_hip.o scaled_masked_softmax_hip.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 scaled_masked_softmax_cuda.so
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/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_cuda.o layer_norm_hip_kernel.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: 23.288 seconds
0: time to initialize megatron (seconds): 33.379
0: [after megatron is initialized] datetime: 2023-03-15 21:57:21 
0: building GPT model ...
0: [2023-03-15 21:57:21,514] [INFO] [utils.py:827:see_memory_usage] Before Building Model
0: [2023-03-15 21:57:21,514] [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: [2023-03-15 21:57:21,515] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 32.68 GB, percent = 6.5%
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: [2023-03-15 21:57:23,497] [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: <lambda>
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: [2023-03-15 21:57:23,694] [INFO] [utils.py:827:see_memory_usage] After Building Model
0: [2023-03-15 21:57:23,695] [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: [2023-03-15 21:57:23,695] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 32.7 GB, percent = 6.5%
0: setting training iterations to 21553
0: > learning rate decay style: cosine
0: DeepSpeed is enabled.
0: [2023-03-15 21:57:23,697] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed info: version=0.7.5, git-hash=unknown, git-branch=unknown
0: [2023-03-15 21:57:36,420] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed Flops Profiler Enabled: False
0: [2023-03-15 21:57:36,421] [INFO] [logging.py:68:log_dist] [Rank 0] Removing param_group that has no 'params' in the client Optimizer
0: [2023-03-15 21:57:36,421] [INFO] [logging.py:68:log_dist] [Rank 0] Using client Optimizer as basic optimizer
0: [2023-03-15 21:57:36,425] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed Basic Optimizer = FusedAdam
0: [2023-03-15 21:57:36,425] [INFO] [logging.py:68:log_dist] [Rank 0] Creating BF16 optimizer
0: [2023-03-15 21:57:36,544] [INFO] [utils.py:827:see_memory_usage] begin bf16_optimizer
0: [2023-03-15 21:57:36,544] [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: [2023-03-15 21:57:36,544] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 33.35 GB, percent = 6.6%
7: ninja: no work to do.
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6: Time to load utils op: 0.0010187625885009766 seconds
6: Time to load utils op: 0.0009949207305908203 seconds
6: Time to load utils op: 0.0011942386627197266 seconds
6: Time to load utils op: 0.0013439655303955078 seconds
6: Time to load utils op: 0.0012695789337158203 seconds
6: Time to load utils op: 0.00131988525390625 seconds
6: Time to load utils op: 0.0012850761413574219 seconds
6: Time to load utils op: 0.0013594627380371094 seconds
0: [2023-03-15 21:57:36,877] [INFO] [utils.py:827:see_memory_usage] before initializing group 0
0: [2023-03-15 21:57:36,877] [INFO] [utils.py:828:see_memory_usage] MA 0.28 GB         Max_MA 0.28 GB         CA 0.31 GB         Max_CA 0 GB 
0: [2023-03-15 21:57:36,878] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 33.5 GB, percent = 6.7%
0: [2023-03-15 21:57:36,996] [INFO] [utils.py:827:see_memory_usage] after initializing group 0
0: [2023-03-15 21:57:36,997] [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: [2023-03-15 21:57:36,997] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 33.5 GB, percent = 6.7%
0: [2023-03-15 21:57:37,101] [INFO] [utils.py:827:see_memory_usage] before initializing group 1
0: [2023-03-15 21:57:37,102] [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: [2023-03-15 21:57:37,102] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 33.5 GB, percent = 6.7%
0: [2023-03-15 21:57:37,206] [INFO] [utils.py:827:see_memory_usage] after initializing group 1
0: [2023-03-15 21:57:37,207] [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: [2023-03-15 21:57:37,207] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 33.5 GB, percent = 6.7%
0: [2023-03-15 21:57:37,310] [INFO] [utils.py:827:see_memory_usage] before initializing group 2
0: [2023-03-15 21:57:37,311] [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: [2023-03-15 21:57:37,311] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 33.5 GB, percent = 6.7%
0: [2023-03-15 21:57:37,415] [INFO] [utils.py:827:see_memory_usage] after initializing group 2
0: [2023-03-15 21:57:37,416] [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: [2023-03-15 21:57:37,416] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 33.5 GB, percent = 6.7%
0: [2023-03-15 21:57:37,518] [INFO] [utils.py:827:see_memory_usage] before initialize_optimizer
0: [2023-03-15 21:57:37,518] [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: [2023-03-15 21:57:37,519] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 33.5 GB, percent = 6.7%
0: [2023-03-15 21:57:37,627] [INFO] [utils.py:827:see_memory_usage] end initialize_optimizer
0: [2023-03-15 21:57:37,627] [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: [2023-03-15 21:57:37,627] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 33.5 GB, percent = 6.7%
0: [2023-03-15 21:57:37,730] [INFO] [utils.py:827:see_memory_usage] end bf16_optimizer
0: [2023-03-15 21:57:37,731] [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: [2023-03-15 21:57:37,731] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 33.5 GB, percent = 6.7%
0: [2023-03-15 21:57:37,731] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed Final Optimizer = FusedAdam
0: [2023-03-15 21:57:37,731] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed using client LR scheduler
0: [2023-03-15 21:57:37,731] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed LR Scheduler = <megatron.learning_rates.AnnealingLR object at 0x15394f3d2d30>
0: [2023-03-15 21:57:37,731] [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: [2023-03-15 21:57:37,732] [INFO] [config.py:1007:print] DeepSpeedEngine configuration:
0: [2023-03-15 21:57:37,732] [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: [2023-03-15 21:57:37,732] [INFO] [config.py:1011:print]   aio_config ................... {'block_size': 1048576, 'queue_depth': 8, 'thread_count': 1, 'single_submit': False, 'overlap_events': True}
0: [2023-03-15 21:57:37,732] [INFO] [config.py:1011:print]   amp_enabled .................. False
0: [2023-03-15 21:57:37,732] [INFO] [config.py:1011:print]   amp_params ................... False
0: [2023-03-15 21:57:37,732] [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: [2023-03-15 21:57:37,732] [INFO] [config.py:1011:print]   bfloat16_enabled ............. True
0: [2023-03-15 21:57:37,732] [INFO] [config.py:1011:print]   checkpoint_parallel_write_pipeline  False
0: [2023-03-15 21:57:37,732] [INFO] [config.py:1011:print]   checkpoint_tag_validation_enabled  True
0: [2023-03-15 21:57:37,732] [INFO] [config.py:1011:print]   checkpoint_tag_validation_fail  False
0: [2023-03-15 21:57:37,732] [INFO] [config.py:1011:print]   comms_config ................. <deepspeed.comm.config.DeepSpeedCommsConfig object at 0x15394f3d2a60>
0: [2023-03-15 21:57:37,732] [INFO] [config.py:1011:print]   communication_data_type ...... None
0: [2023-03-15 21:57:37,733] [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: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   curriculum_enabled ........... False
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   curriculum_params ............ False
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   dataloader_drop_last ......... False
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   disable_allgather ............ False
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   dump_state ................... False
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   dynamic_loss_scale_args ...... None
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   eigenvalue_enabled ........... False
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   eigenvalue_gas_boundary_resolution  1
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   eigenvalue_layer_name ........ bert.encoder.layer
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   eigenvalue_layer_num ......... 0
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   eigenvalue_max_iter .......... 100
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   eigenvalue_stability ......... 1e-06
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   eigenvalue_tol ............... 0.01
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   eigenvalue_verbose ........... False
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   elasticity_enabled ........... False
0: [2023-03-15 21:57:37,733] [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: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   fp16_auto_cast ............... None
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   fp16_enabled ................. False
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   fp16_master_weights_and_gradients  False
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   global_rank .................. 0
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   gradient_accumulation_steps .. 1
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   gradient_clipping ............ 1.0
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   gradient_predivide_factor .... 1.0
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   initial_dynamic_scale ........ 1
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   load_universal_checkpoint .... False
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   loss_scale ................... 1.0
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   memory_breakdown ............. False
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   monitor_config ............... <deepspeed.monitor.config.DeepSpeedMonitorConfig object at 0x15394f3d29d0>
0: [2023-03-15 21:57:37,733] [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: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   optimizer_legacy_fusion ...... False
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   optimizer_name ............... None
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   optimizer_params ............. None
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   pipeline ..................... {'stages': 'auto', 'partition': 'best', 'seed_layers': False, 'activation_checkpoint_interval': 0}
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   pld_enabled .................. False
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   pld_params ................... False
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   prescale_gradients ........... False
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   scheduler_name ............... None
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   scheduler_params ............. None
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   sparse_attention ............. None
0: [2023-03-15 21:57:37,733] [INFO] [config.py:1011:print]   sparse_gradients_enabled ..... False
0: [2023-03-15 21:57:37,734] [INFO] [config.py:1011:print]   steps_per_print .............. 2000
0: [2023-03-15 21:57:37,734] [INFO] [config.py:1011:print]   train_batch_size ............. 256
0: [2023-03-15 21:57:37,734] [INFO] [config.py:1011:print]   train_micro_batch_size_per_gpu  4
0: [2023-03-15 21:57:37,734] [INFO] [config.py:1011:print]   use_node_local_storage ....... False
0: [2023-03-15 21:57:37,734] [INFO] [config.py:1011:print]   wall_clock_breakdown ......... False
0: [2023-03-15 21:57:37,734] [INFO] [config.py:1011:print]   world_size ................... 64
0: [2023-03-15 21:57:37,734] [INFO] [config.py:1011:print]   zero_allow_untested_optimizer  False
0: [2023-03-15 21:57:37,734] [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: [2023-03-15 21:57:37,734] [INFO] [config.py:1011:print]   zero_enabled ................. False
0: [2023-03-15 21:57:37,734] [INFO] [config.py:1011:print]   zero_optimization_stage ...... 0
0: [2023-03-15 21:57:37,734] [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: 0.0004258155822753906 seconds
0: [2023-03-15 21:57:37,734] [INFO] [engine.py:87:__init__] CONFIG: micro_batches=1 micro_batch_size=4
0: [2023-03-15 21:57:37,788] [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: [2023-03-15 21:57:37,795] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/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_146m14b400m 
0:     will not load any checkpoints and will start from random
6: [2023-03-15 21:57:37,795] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
6: [2023-03-15 21:57:37,795] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
6: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
0: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
0: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
0: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
7: [2023-03-15 21:57:37,795] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
4: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
5: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
5: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
6: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
4: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
4: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
2: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
3: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
3: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
7: [2023-03-15 21:57:37,795] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
7: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
7: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
2: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
4: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
5: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
2: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
2: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
3: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
3: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
5: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
1: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
6: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
6: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
0: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
4: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
0: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
1: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
1: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
1: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
7: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
4: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
7: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
5: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
2: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
3: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
6: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
5: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
2: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
3: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
6: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
7: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
0: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
1: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
1: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
4: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
4: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
7: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
2: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
2: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
0: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
5: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
5: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
3: [2023-03-15 21:57:37,796] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
3: [2023-03-15 21:57:37,797] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
1: [2023-03-15 21:57:37,797] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
1: [2023-03-15 21:57:37,797] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m14b400m/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: 6.89
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: 2023-03-15 21:57:37 
0: > building train, validation, and test datasets ...
0:  > datasets target sizes (minimum size):
0:     train:      5517578
0:     validation: 5632
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 0.008763 seconds
0:     number of documents: 835726
0:  > dataset split:
0:     train:
0:      document indices in [0, 835726) total of 835726 documents
0:  > WARNING: could not find index map files, building the indices on rank 0 ...
0:  > last epoch number of samples (54763) is smaller than 95.0% of number of samples per epoch (195100), setting separate_last_epoch to True
0:  > elasped time to build and save doc-idx mapping (seconds): 1.253993
0:     using:
0:      number of documents:       835726
0:      number of epochs:          29
0:      sequence length:           2048
0:      total number of samples:   5657915
0:  > elasped time to build and save sample-idx mapping (seconds): 0.134081
0:  > building shuffle index with split [0, 5462815) and [5462815, 5657915) ...
0:  > elasped time to build and save shuffle-idx mapping (seconds): 0.142567
0:  > loading doc-idx mapping from /scratch/project_462000119/data/c4_subsampled/gpt2tok_c4_en_400M_text_document_train_indexmap_5517578ns_2048sl_1234s_doc_idx.npy
0:  > loading sample-idx mapping from /scratch/project_462000119/data/c4_subsampled/gpt2tok_c4_en_400M_text_document_train_indexmap_5517578ns_2048sl_1234s_sample_idx.npy
0:  > loading shuffle-idx mapping from /scratch/project_462000119/data/c4_subsampled/gpt2tok_c4_en_400M_text_document_train_indexmap_5517578ns_2048sl_1234s_shuffle_idx.npy
0:     loaded indexed file in 0.014 seconds
0:     total number of samples: 5657916
0:     total number of epochs: 29
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 0.032608 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_5632ns_2048sl_1234s_doc_idx.npy
0:  > loading sample-idx mapping from /scratch/project_462000119/data/c4_validation/gpt2tok_c4validation_rerun_text_document_validation_indexmap_5632ns_2048sl_1234s_sample_idx.npy
0:  > loading shuffle-idx mapping from /scratch/project_462000119/data/c4_validation/gpt2tok_c4validation_rerun_text_document_validation_indexmap_5632ns_2048sl_1234s_shuffle_idx.npy
0:     loaded indexed file in 0.078 seconds
0:     total number of samples: 84978
0:     total number of epochs: 1
0: > finished creating GPT datasets ...
0: [after dataloaders are built] datetime: 2023-03-15 21:57:53 
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: 16562.47 | train/valid/test-data-iterators-setup: 14510.60
0: [000-000] 0.1465B / 0.1063B
0: [before the start of training step] datetime: 2023-03-15 21:57:53 
0: [Rank 0] (after 10 iterations) memory (MB) | allocated: 2734.17236328125 | max allocated: 22586.583984375 | reserved: 23360.0 | max reserved: 23360.0
7:  iteration       10/   21553 | consumed samples:         2560 | consumed tokens:      5242880 | elapsed time per iteration (s): 1.18 | learning rate: 9.279E-06 | global batch size:   256 | lm loss: 1.065524E+01 | grad norm: 5.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 217.691 | TFLOPs: 7.62 |
7:  iteration       20/   21553 | consumed samples:         5120 | consumed tokens:     10485760 | elapsed time per iteration (s): 0.32 | learning rate: 1.856E-05 | global batch size:   256 | lm loss: 9.745565E+00 | grad norm: 2.103 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 797.203 | TFLOPs: 27.91 |
7:  iteration       30/   21553 | consumed samples:         7680 | consumed tokens:     15728640 | elapsed time per iteration (s): 0.32 | learning rate: 2.784E-05 | global batch size:   256 | lm loss: 9.398534E+00 | grad norm: 1.919 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 792.822 | TFLOPs: 27.75 |
7:  iteration       40/   21553 | consumed samples:        10240 | consumed tokens:     20971520 | elapsed time per iteration (s): 0.32 | learning rate: 3.712E-05 | global batch size:   256 | lm loss: 9.025477E+00 | grad norm: 2.249 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 795.730 | TFLOPs: 27.86 |
7:  iteration       50/   21553 | consumed samples:        12800 | consumed tokens:     26214400 | elapsed time per iteration (s): 0.31 | learning rate: 4.640E-05 | global batch size:   256 | lm loss: 8.625942E+00 | grad norm: 1.525 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 816.461 | TFLOPs: 28.58 |
7:  iteration       60/   21553 | consumed samples:        15360 | consumed tokens:     31457280 | elapsed time per iteration (s): 0.32 | learning rate: 5.568E-05 | global batch size:   256 | lm loss: 8.221743E+00 | grad norm: 1.209 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 805.063 | TFLOPs: 28.18 |
7:  iteration       70/   21553 | consumed samples:        17920 | consumed tokens:     36700160 | elapsed time per iteration (s): 0.31 | learning rate: 6.496E-05 | global batch size:   256 | lm loss: 7.817526E+00 | grad norm: 0.988 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 816.095 | TFLOPs: 28.57 |
7:  iteration       80/   21553 | consumed samples:        20480 | consumed tokens:     41943040 | elapsed time per iteration (s): 0.31 | learning rate: 7.424E-05 | global batch size:   256 | lm loss: 7.492902E+00 | grad norm: 0.819 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 827.911 | TFLOPs: 28.98 |
7:  iteration       90/   21553 | consumed samples:        23040 | consumed tokens:     47185920 | elapsed time per iteration (s): 0.32 | learning rate: 8.351E-05 | global batch size:   256 | lm loss: 7.248508E+00 | grad norm: 0.831 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 789.539 | TFLOPs: 27.64 |
7:  iteration      100/   21553 | consumed samples:        25600 | consumed tokens:     52428800 | elapsed time per iteration (s): 0.31 | learning rate: 9.279E-05 | global batch size:   256 | lm loss: 7.074983E+00 | grad norm: 1.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 818.835 | TFLOPs: 28.67 |
7:  iteration      110/   21553 | consumed samples:        28160 | consumed tokens:     57671680 | elapsed time per iteration (s): 0.31 | learning rate: 1.021E-04 | global batch size:   256 | lm loss: 6.969854E+00 | grad norm: 0.792 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 823.538 | TFLOPs: 28.83 |
7:  iteration      120/   21553 | consumed samples:        30720 | consumed tokens:     62914560 | elapsed time per iteration (s): 0.31 | learning rate: 1.114E-04 | global batch size:   256 | lm loss: 6.851797E+00 | grad norm: 0.548 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 834.833 | TFLOPs: 29.23 |
7:  iteration      130/   21553 | consumed samples:        33280 | consumed tokens:     68157440 | elapsed time per iteration (s): 0.32 | learning rate: 1.206E-04 | global batch size:   256 | lm loss: 6.754821E+00 | grad norm: 0.492 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 797.317 | TFLOPs: 27.91 |
7:  iteration      140/   21553 | consumed samples:        35840 | consumed tokens:     73400320 | elapsed time per iteration (s): 0.32 | learning rate: 1.299E-04 | global batch size:   256 | lm loss: 6.679862E+00 | grad norm: 1.808 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 791.727 | TFLOPs: 27.72 |
7:  iteration      150/   21553 | consumed samples:        38400 | consumed tokens:     78643200 | elapsed time per iteration (s): 0.31 | learning rate: 1.392E-04 | global batch size:   256 | lm loss: 6.609749E+00 | grad norm: 0.833 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 814.865 | TFLOPs: 28.53 |
7:  iteration      160/   21553 | consumed samples:        40960 | consumed tokens:     83886080 | elapsed time per iteration (s): 0.32 | learning rate: 1.485E-04 | global batch size:   256 | lm loss: 6.561870E+00 | grad norm: 0.405 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 798.743 | TFLOPs: 27.96 |
7:  iteration      170/   21553 | consumed samples:        43520 | consumed tokens:     89128960 | elapsed time per iteration (s): 0.31 | learning rate: 1.577E-04 | global batch size:   256 | lm loss: 6.500728E+00 | grad norm: 1.177 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 826.044 | TFLOPs: 28.92 |
7:  iteration      180/   21553 | consumed samples:        46080 | consumed tokens:     94371840 | elapsed time per iteration (s): 0.32 | learning rate: 1.670E-04 | global batch size:   256 | lm loss: 6.462991E+00 | grad norm: 0.572 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 794.942 | TFLOPs: 27.83 |
7:  iteration      190/   21553 | consumed samples:        48640 | consumed tokens:     99614720 | elapsed time per iteration (s): 0.33 | learning rate: 1.763E-04 | global batch size:   256 | lm loss: 6.410629E+00 | grad norm: 0.806 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 766.487 | TFLOPs: 26.83 |
7:  iteration      200/   21553 | consumed samples:        51200 | consumed tokens:    104857600 | elapsed time per iteration (s): 0.32 | learning rate: 1.856E-04 | global batch size:   256 | lm loss: 6.367339E+00 | grad norm: 0.794 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 792.189 | TFLOPs: 27.73 |
7:  iteration      210/   21553 | consumed samples:        53760 | consumed tokens:    110100480 | elapsed time per iteration (s): 0.31 | learning rate: 1.949E-04 | global batch size:   256 | lm loss: 6.341084E+00 | grad norm: 0.594 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 837.687 | TFLOPs: 29.33 |
7:  iteration      220/   21553 | consumed samples:        56320 | consumed tokens:    115343360 | elapsed time per iteration (s): 0.32 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 6.292384E+00 | grad norm: 0.552 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 796.791 | TFLOPs: 27.89 |
7:  iteration      230/   21553 | consumed samples:        58880 | consumed tokens:    120586240 | elapsed time per iteration (s): 0.31 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 6.273482E+00 | grad norm: 0.536 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 821.557 | TFLOPs: 28.76 |
7:  iteration      240/   21553 | consumed samples:        61440 | consumed tokens:    125829120 | elapsed time per iteration (s): 0.32 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 6.239509E+00 | grad norm: 0.538 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 805.489 | TFLOPs: 28.20 |
7:  iteration      250/   21553 | consumed samples:        64000 | consumed tokens:    131072000 | elapsed time per iteration (s): 0.32 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 6.194550E+00 | grad norm: 0.481 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 800.142 | TFLOPs: 28.01 |
7:  iteration      260/   21553 | consumed samples:        66560 | consumed tokens:    136314880 | elapsed time per iteration (s): 0.32 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 6.163791E+00 | grad norm: 0.415 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 798.509 | TFLOPs: 27.95 |
7:  iteration      270/   21553 | consumed samples:        69120 | consumed tokens:    141557760 | elapsed time per iteration (s): 0.32 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 6.142133E+00 | grad norm: 0.890 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 797.642 | TFLOPs: 27.92 |
7:  iteration      280/   21553 | consumed samples:        71680 | consumed tokens:    146800640 | elapsed time per iteration (s): 0.33 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 6.124472E+00 | grad norm: 0.616 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 780.272 | TFLOPs: 27.32 |
7:  iteration      290/   21553 | consumed samples:        74240 | consumed tokens:    152043520 | elapsed time per iteration (s): 0.31 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 6.092981E+00 | grad norm: 0.630 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 815.525 | TFLOPs: 28.55 |
7:  iteration      300/   21553 | consumed samples:        76800 | consumed tokens:    157286400 | elapsed time per iteration (s): 0.32 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 6.050647E+00 | grad norm: 0.978 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 790.021 | TFLOPs: 27.66 |
7:  iteration      310/   21553 | consumed samples:        79360 | consumed tokens:    162529280 | elapsed time per iteration (s): 0.30 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 6.059228E+00 | grad norm: 0.595 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 847.640 | TFLOPs: 29.67 |
7:  iteration      320/   21553 | consumed samples:        81920 | consumed tokens:    167772160 | elapsed time per iteration (s): 0.31 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 6.037423E+00 | grad norm: 0.624 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 823.314 | TFLOPs: 28.82 |
7:  iteration      330/   21553 | consumed samples:        84480 | consumed tokens:    173015040 | elapsed time per iteration (s): 0.31 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 6.010693E+00 | grad norm: 0.665 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 823.241 | TFLOPs: 28.82 |
7:  iteration      340/   21553 | consumed samples:        87040 | consumed tokens:    178257920 | elapsed time per iteration (s): 0.32 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.983063E+00 | grad norm: 0.743 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 811.681 | TFLOPs: 28.41 |
7:  iteration      350/   21553 | consumed samples:        89600 | consumed tokens:    183500800 | elapsed time per iteration (s): 0.32 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.929501E+00 | grad norm: 0.640 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 792.280 | TFLOPs: 27.74 |
7:  iteration      360/   21553 | consumed samples:        92160 | consumed tokens:    188743680 | elapsed time per iteration (s): 0.30 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.917280E+00 | grad norm: 0.767 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 848.936 | TFLOPs: 29.72 |
7:  iteration      370/   21553 | consumed samples:        94720 | consumed tokens:    193986560 | elapsed time per iteration (s): 0.32 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.912016E+00 | grad norm: 0.552 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 793.622 | TFLOPs: 27.78 |
7:  iteration      380/   21553 | consumed samples:        97280 | consumed tokens:    199229440 | elapsed time per iteration (s): 0.32 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.859557E+00 | grad norm: 0.817 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 807.628 | TFLOPs: 28.27 |
7:  iteration      390/   21553 | consumed samples:        99840 | consumed tokens:    204472320 | elapsed time per iteration (s): 0.31 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.854758E+00 | grad norm: 0.603 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 823.330 | TFLOPs: 28.82 |
7:  iteration      400/   21553 | consumed samples:       102400 | consumed tokens:    209715200 | elapsed time per iteration (s): 0.31 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.810123E+00 | grad norm: 0.445 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 826.333 | TFLOPs: 28.93 |
7:  iteration      410/   21553 | consumed samples:       104960 | consumed tokens:    214958080 | elapsed time per iteration (s): 0.32 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.806382E+00 | grad norm: 0.985 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 798.474 | TFLOPs: 27.95 |
7:  iteration      420/   21553 | consumed samples:       107520 | consumed tokens:    220200960 | elapsed time per iteration (s): 0.31 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.785548E+00 | grad norm: 0.812 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 824.453 | TFLOPs: 28.86 |
7:  iteration      430/   21553 | consumed samples:       110080 | consumed tokens:    225443840 | elapsed time per iteration (s): 0.33 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.743631E+00 | grad norm: 0.566 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 783.878 | TFLOPs: 27.44 |
7:  iteration      440/   21553 | consumed samples:       112640 | consumed tokens:    230686720 | elapsed time per iteration (s): 0.31 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.713440E+00 | grad norm: 0.467 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 825.306 | TFLOPs: 28.89 |
7:  iteration      450/   21553 | consumed samples:       115200 | consumed tokens:    235929600 | elapsed time per iteration (s): 0.31 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.677651E+00 | grad norm: 0.445 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 816.321 | TFLOPs: 28.58 |
7:  iteration      460/   21553 | consumed samples:       117760 | consumed tokens:    241172480 | elapsed time per iteration (s): 0.31 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.682288E+00 | grad norm: 0.981 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 821.637 | TFLOPs: 28.76 |
7:  iteration      470/   21553 | consumed samples:       120320 | consumed tokens:    246415360 | elapsed time per iteration (s): 0.31 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.660101E+00 | grad norm: 0.764 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 814.001 | TFLOPs: 28.50 |
7:  iteration      480/   21553 | consumed samples:       122880 | consumed tokens:    251658240 | elapsed time per iteration (s): 0.32 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.638448E+00 | grad norm: 0.557 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 794.015 | TFLOPs: 27.80 |
7:  iteration      490/   21553 | consumed samples:       125440 | consumed tokens:    256901120 | elapsed time per iteration (s): 0.32 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.597672E+00 | grad norm: 1.132 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 788.999 | TFLOPs: 27.62 |
7:  iteration      500/   21553 | consumed samples:       128000 | consumed tokens:    262144000 | elapsed time per iteration (s): 0.31 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.584317E+00 | grad norm: 0.874 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 815.728 | TFLOPs: 28.56 |
7:  iteration      510/   21553 | consumed samples:       130560 | consumed tokens:    267386880 | elapsed time per iteration (s): 0.31 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.568531E+00 | grad norm: 0.701 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 830.858 | TFLOPs: 29.09 |
7:  iteration      520/   21553 | consumed samples:       133120 | consumed tokens:    272629760 | elapsed time per iteration (s): 0.30 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.539874E+00 | grad norm: 0.693 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 841.408 | TFLOPs: 29.46 |
7:  iteration      530/   21553 | consumed samples:       135680 | consumed tokens:    277872640 | elapsed time per iteration (s): 0.30 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.506928E+00 | grad norm: 0.704 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 840.610 | TFLOPs: 29.43 |
7:  iteration      540/   21553 | consumed samples:       138240 | consumed tokens:    283115520 | elapsed time per iteration (s): 0.32 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.472114E+00 | grad norm: 0.864 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 808.203 | TFLOPs: 28.29 |
7:  iteration      550/   21553 | consumed samples:       140800 | consumed tokens:    288358400 | elapsed time per iteration (s): 0.31 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.477244E+00 | grad norm: 0.570 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 830.191 | TFLOPs: 29.06 |
7:  iteration      560/   21553 | consumed samples:       143360 | consumed tokens:    293601280 | elapsed time per iteration (s): 0.31 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.436007E+00 | grad norm: 0.655 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 832.023 | TFLOPs: 29.13 |
7:  iteration      570/   21553 | consumed samples:       145920 | consumed tokens:    298844160 | elapsed time per iteration (s): 0.31 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.423151E+00 | grad norm: 0.741 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 818.153 | TFLOPs: 28.64 |
7:  iteration      580/   21553 | consumed samples:       148480 | consumed tokens:    304087040 | elapsed time per iteration (s): 0.33 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.392382E+00 | grad norm: 1.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 772.430 | TFLOPs: 27.04 |
7:  iteration      590/   21553 | consumed samples:       151040 | consumed tokens:    309329920 | elapsed time per iteration (s): 0.31 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.385055E+00 | grad norm: 0.605 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 827.260 | TFLOPs: 28.96 |
7:  iteration      600/   21553 | consumed samples:       153600 | consumed tokens:    314572800 | elapsed time per iteration (s): 0.31 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.350760E+00 | grad norm: 1.160 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 814.669 | TFLOPs: 28.52 |
7:  iteration      610/   21553 | consumed samples:       156160 | consumed tokens:    319815680 | elapsed time per iteration (s): 0.31 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 5.330231E+00 | grad norm: 0.842 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 816.781 | TFLOPs: 28.59 |
7:  iteration      620/   21553 | consumed samples:       158720 | consumed tokens:    325058560 | elapsed time per iteration (s): 0.32 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 5.312307E+00 | grad norm: 0.793 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 809.082 | TFLOPs: 28.32 |
7:  iteration      630/   21553 | consumed samples:       161280 | consumed tokens:    330301440 | elapsed time per iteration (s): 0.32 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 5.284459E+00 | grad norm: 0.804 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 803.224 | TFLOPs: 28.12 |
7:  iteration      640/   21553 | consumed samples:       163840 | consumed tokens:    335544320 | elapsed time per iteration (s): 0.32 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 5.263984E+00 | grad norm: 0.727 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 811.415 | TFLOPs: 28.41 |
7:  iteration      650/   21553 | consumed samples:       166400 | consumed tokens:    340787200 | elapsed time per iteration (s): 0.31 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 5.242003E+00 | grad norm: 1.047 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 832.251 | TFLOPs: 29.13 |
7:  iteration      660/   21553 | consumed samples:       168960 | consumed tokens:    346030080 | elapsed time per iteration (s): 0.31 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 5.238648E+00 | grad norm: 1.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 821.315 | TFLOPs: 28.75 |
7:  iteration      670/   21553 | consumed samples:       171520 | consumed tokens:    351272960 | elapsed time per iteration (s): 0.31 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 5.214307E+00 | grad norm: 1.134 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 818.040 | TFLOPs: 28.64 |
7:  iteration      680/   21553 | consumed samples:       174080 | consumed tokens:    356515840 | elapsed time per iteration (s): 0.32 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 5.209195E+00 | grad norm: 0.529 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 800.153 | TFLOPs: 28.01 |
7:  iteration      690/   21553 | consumed samples:       176640 | consumed tokens:    361758720 | elapsed time per iteration (s): 0.30 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 5.164108E+00 | grad norm: 0.914 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 845.553 | TFLOPs: 29.60 |
7:  iteration      700/   21553 | consumed samples:       179200 | consumed tokens:    367001600 | elapsed time per iteration (s): 0.31 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 5.145487E+00 | grad norm: 0.620 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 832.110 | TFLOPs: 29.13 |
7:  iteration      710/   21553 | consumed samples:       181760 | consumed tokens:    372244480 | elapsed time per iteration (s): 0.31 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 5.122201E+00 | grad norm: 0.921 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 831.045 | TFLOPs: 29.09 |
7:  iteration      720/   21553 | consumed samples:       184320 | consumed tokens:    377487360 | elapsed time per iteration (s): 0.31 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 5.122342E+00 | grad norm: 0.791 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 836.009 | TFLOPs: 29.27 |
7:  iteration      730/   21553 | consumed samples:       186880 | consumed tokens:    382730240 | elapsed time per iteration (s): 0.31 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 5.080689E+00 | grad norm: 0.871 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 818.285 | TFLOPs: 28.65 |
7:  iteration      740/   21553 | consumed samples:       189440 | consumed tokens:    387973120 | elapsed time per iteration (s): 0.32 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 5.073108E+00 | grad norm: 1.080 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 809.095 | TFLOPs: 28.32 |
7:  iteration      750/   21553 | consumed samples:       192000 | consumed tokens:    393216000 | elapsed time per iteration (s): 0.31 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 5.055551E+00 | grad norm: 0.894 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 827.945 | TFLOPs: 28.98 |
7:  iteration      760/   21553 | consumed samples:       194560 | consumed tokens:    398458880 | elapsed time per iteration (s): 0.31 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 5.033401E+00 | grad norm: 0.693 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 829.889 | TFLOPs: 29.05 |
7:  iteration      770/   21553 | consumed samples:       197120 | consumed tokens:    403701760 | elapsed time per iteration (s): 0.31 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.989365E+00 | grad norm: 1.174 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 830.575 | TFLOPs: 29.08 |
7:  iteration      780/   21553 | consumed samples:       199680 | consumed tokens:    408944640 | elapsed time per iteration (s): 0.31 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.994199E+00 | grad norm: 1.137 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 814.330 | TFLOPs: 28.51 |
7:  iteration      790/   21553 | consumed samples:       202240 | consumed tokens:    414187520 | elapsed time per iteration (s): 0.32 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.986021E+00 | grad norm: 1.022 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 803.532 | TFLOPs: 28.13 |
7:  iteration      800/   21553 | consumed samples:       204800 | consumed tokens:    419430400 | elapsed time per iteration (s): 0.31 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.964694E+00 | grad norm: 1.038 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 815.402 | TFLOPs: 28.54 |
7:  iteration      810/   21553 | consumed samples:       207360 | consumed tokens:    424673280 | elapsed time per iteration (s): 0.31 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.928104E+00 | grad norm: 0.818 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 837.630 | TFLOPs: 29.32 |
7:  iteration      820/   21553 | consumed samples:       209920 | consumed tokens:    429916160 | elapsed time per iteration (s): 0.31 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.919074E+00 | grad norm: 1.293 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 831.771 | TFLOPs: 29.12 |
7:  iteration      830/   21553 | consumed samples:       212480 | consumed tokens:    435159040 | elapsed time per iteration (s): 0.31 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.884138E+00 | grad norm: 0.907 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 835.830 | TFLOPs: 29.26 |
7:  iteration      840/   21553 | consumed samples:       215040 | consumed tokens:    440401920 | elapsed time per iteration (s): 0.31 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.849118E+00 | grad norm: 0.790 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 828.150 | TFLOPs: 28.99 |
7:  iteration      850/   21553 | consumed samples:       217600 | consumed tokens:    445644800 | elapsed time per iteration (s): 0.31 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.845029E+00 | grad norm: 0.985 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 826.790 | TFLOPs: 28.94 |
7:  iteration      860/   21553 | consumed samples:       220160 | consumed tokens:    450887680 | elapsed time per iteration (s): 0.31 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.832069E+00 | grad norm: 1.076 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 812.893 | TFLOPs: 28.46 |
7:  iteration      870/   21553 | consumed samples:       222720 | consumed tokens:    456130560 | elapsed time per iteration (s): 0.31 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.807325E+00 | grad norm: 0.601 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 834.354 | TFLOPs: 29.21 |
7:  iteration      880/   21553 | consumed samples:       225280 | consumed tokens:    461373440 | elapsed time per iteration (s): 0.30 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.796007E+00 | grad norm: 0.907 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 845.484 | TFLOPs: 29.60 |
7:  iteration      890/   21553 | consumed samples:       227840 | consumed tokens:    466616320 | elapsed time per iteration (s): 0.31 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.770483E+00 | grad norm: 0.980 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 829.727 | TFLOPs: 29.05 |
7:  iteration      900/   21553 | consumed samples:       230400 | consumed tokens:    471859200 | elapsed time per iteration (s): 0.31 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.759085E+00 | grad norm: 0.711 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 833.880 | TFLOPs: 29.19 |
7:  iteration      910/   21553 | consumed samples:       232960 | consumed tokens:    477102080 | elapsed time per iteration (s): 0.31 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.731201E+00 | grad norm: 0.833 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 817.008 | TFLOPs: 28.60 |
7:  iteration      920/   21553 | consumed samples:       235520 | consumed tokens:    482344960 | elapsed time per iteration (s): 0.31 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.710786E+00 | grad norm: 1.119 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 838.959 | TFLOPs: 29.37 |
7:  iteration      930/   21553 | consumed samples:       238080 | consumed tokens:    487587840 | elapsed time per iteration (s): 0.30 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.685467E+00 | grad norm: 0.673 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 848.508 | TFLOPs: 29.70 |
7:  iteration      940/   21553 | consumed samples:       240640 | consumed tokens:    492830720 | elapsed time per iteration (s): 0.31 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.700373E+00 | grad norm: 0.879 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 826.099 | TFLOPs: 28.92 |
7:  iteration      950/   21553 | consumed samples:       243200 | consumed tokens:    498073600 | elapsed time per iteration (s): 0.31 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.677343E+00 | grad norm: 0.943 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 836.099 | TFLOPs: 29.27 |
7:  iteration      960/   21553 | consumed samples:       245760 | consumed tokens:    503316480 | elapsed time per iteration (s): 0.30 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.663665E+00 | grad norm: 0.554 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 840.123 | TFLOPs: 29.41 |
7:  iteration      970/   21553 | consumed samples:       248320 | consumed tokens:    508559360 | elapsed time per iteration (s): 0.31 | learning rate: 1.994E-04 | global batch size:   256 | lm loss: 4.640668E+00 | grad norm: 0.823 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 832.467 | TFLOPs: 29.14 |
7:  iteration      980/   21553 | consumed samples:       250880 | consumed tokens:    513802240 | elapsed time per iteration (s): 0.31 | learning rate: 1.994E-04 | global batch size:   256 | lm loss: 4.647616E+00 | grad norm: 0.742 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 827.870 | TFLOPs: 28.98 |
7:  iteration      990/   21553 | consumed samples:       253440 | consumed tokens:    519045120 | elapsed time per iteration (s): 0.30 | learning rate: 1.994E-04 | global batch size:   256 | lm loss: 4.618463E+00 | grad norm: 0.798 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 839.428 | TFLOPs: 29.39 |
7:  iteration     1000/   21553 | consumed samples:       256000 | consumed tokens:    524288000 | elapsed time per iteration (s): 0.31 | learning rate: 1.994E-04 | global batch size:   256 | lm loss: 4.603967E+00 | grad norm: 0.581 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 836.223 | TFLOPs: 29.27 |
7: -----------------------------------------------------------------------------------------------
7: validation loss at iteration 1000 | lm loss value: 4.551167E+00 | lm loss PPL: 9.474296E+01 | 
7: -----------------------------------------------------------------------------------------------
0: saving checkpoint at iteration    1000 to checkpoints_146m14b400m
0: [2023-03-15 22:03:15,306] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step1000 is begin to save!
0: [2023-03-15 22:03:15,350] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/layer_01-model_00-model_states.pt...
0: [2023-03-15 22:03:15,438] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/layer_01-model_00-model_states.pt.
0: [2023-03-15 22:03:15,439] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/layer_03-model_00-model_states.pt...
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0: [2023-03-15 22:03:15,457] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/layer_04-model_00-model_states.pt...
0: [2023-03-15 22:03:15,472] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/layer_04-model_00-model_states.pt.
0: [2023-03-15 22:03:15,473] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/layer_05-model_00-model_states.pt...
0: [2023-03-15 22:03:15,488] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/layer_05-model_00-model_states.pt.
0: [2023-03-15 22:03:15,488] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/layer_06-model_00-model_states.pt...
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0: [2023-03-15 22:03:15,518] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/layer_08-model_00-model_states.pt...
0: [2023-03-15 22:03:15,533] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/layer_08-model_00-model_states.pt.
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0: [2023-03-15 22:03:15,548] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/layer_10-model_00-model_states.pt...
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0: [2023-03-15 22:03:15,562] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/layer_11-model_00-model_states.pt...
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0: [2023-03-15 22:03:15,607] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/layer_14-model_00-model_states.pt...
0: [2023-03-15 22:03:15,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/layer_14-model_00-model_states.pt.
0: [2023-03-15 22:03:15,622] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/layer_15-model_00-model_states.pt...
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0: [2023-03-15 22:03:15,637] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/layer_16-model_00-model_states.pt...
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0: [2023-03-15 22:03:15,652] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/layer_17-model_00-model_states.pt...
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0: [2023-03-15 22:03:15,669] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step1000/mp_rank_00_model_states.pt
0: [2023-03-15 22:03:15,669] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/mp_rank_00_model_states.pt...
0: [2023-03-15 22:03:15,672] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/mp_rank_00_model_states.pt.
0: [2023-03-15 22:03:15,690] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:03:15,690] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:03:15,690] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:03:15,689] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:03:15,689] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:03:15,689] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:03:15,689] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:03:15,689] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:03:15,690] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:03:15,690] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:03:15,689] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:03:15,689] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:03:15,689] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:03:15,689] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt...
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3: [2023-03-15 22:03:15,689] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:03:15,689] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:03:15,689] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:03:15,689] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:03:15,689] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:03:15,689] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:03:15,689] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:03:15,689] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:03:15,689] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt...
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7: [2023-03-15 22:03:15,726] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt
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4: [2023-03-15 22:03:15,736] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:03:15,736] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:03:15,736] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt
4: [2023-03-15 22:03:15,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
4: [2023-03-15 22:03:15,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
4: [2023-03-15 22:03:15,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
4: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
4: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
4: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
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1: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:03:15,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
1: [2023-03-15 22:03:15,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
1: [2023-03-15 22:03:15,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
1: [2023-03-15 22:03:15,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
1: [2023-03-15 22:03:15,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
1: [2023-03-15 22:03:15,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
1: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
1: [2023-03-15 22:03:15,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
1: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
1: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
1: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
1: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
1: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
3: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:03:15,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
3: [2023-03-15 22:03:15,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
1: [2023-03-15 22:03:15,738] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:03:15,738] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
1: [2023-03-15 22:03:15,738] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
5: [2023-03-15 22:03:15,738] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:03:15,739] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-15 22:03:15,739] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
5: [2023-03-15 22:03:15,739] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:03:15,739] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
5: [2023-03-15 22:03:15,739] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
5: [2023-03-15 22:03:15,739] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:03:15,740] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt
5: [2023-03-15 22:03:15,740] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
5: [2023-03-15 22:03:15,740] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:03:15,740] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-15 22:03:15,740] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
5: [2023-03-15 22:03:15,740] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:03:15,740] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
5: [2023-03-15 22:03:15,740] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
6: [2023-03-15 22:03:15,742] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:03:15,742] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:03:15,742] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:03:15,742] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:03:15,742] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:03:15,742] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:03:15,742] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:03:15,742] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt
6: [2023-03-15 22:03:15,742] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-15 22:03:15,742] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-15 22:03:15,742] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
6: [2023-03-15 22:03:15,742] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
6: [2023-03-15 22:03:15,742] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
6: [2023-03-15 22:03:15,742] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-15 22:03:15,742] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
6: [2023-03-15 22:03:15,742] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-15 22:03:15,742] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
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6: [2023-03-15 22:03:15,744] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:03:15,744] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
6: [2023-03-15 22:03:15,744] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
5: [2023-03-15 22:03:15,745] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:03:15,745] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:03:15,745] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:03:15,745] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
5: [2023-03-15 22:03:15,745] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-15 22:03:15,745] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
5: [2023-03-15 22:03:15,745] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
5: [2023-03-15 22:03:15,745] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
5: [2023-03-15 22:03:15,745] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
0: [2023-03-15 22:03:15,755] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step1000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 22:03:15,755] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
0:   successfully saved checkpoint at iteration    1000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 458.76
7:  iteration     1010/   21553 | consumed samples:       258560 | consumed tokens:    529530880 | elapsed time per iteration (s): 0.36 | learning rate: 1.994E-04 | global batch size:   256 | lm loss: 4.597062E+00 | grad norm: 0.925 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 707.559 | TFLOPs: 24.77 |
7:  iteration     1020/   21553 | consumed samples:       261120 | consumed tokens:    534773760 | elapsed time per iteration (s): 0.31 | learning rate: 1.994E-04 | global batch size:   256 | lm loss: 4.576342E+00 | grad norm: 0.780 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 836.242 | TFLOPs: 29.27 |
7:  iteration     1030/   21553 | consumed samples:       263680 | consumed tokens:    540016640 | elapsed time per iteration (s): 0.30 | learning rate: 1.994E-04 | global batch size:   256 | lm loss: 4.573059E+00 | grad norm: 0.598 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.528 | TFLOPs: 29.98 |
7:  iteration     1040/   21553 | consumed samples:       266240 | consumed tokens:    545259520 | elapsed time per iteration (s): 0.31 | learning rate: 1.993E-04 | global batch size:   256 | lm loss: 4.552404E+00 | grad norm: 0.637 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 825.076 | TFLOPs: 28.88 |
7:  iteration     1050/   21553 | consumed samples:       268800 | consumed tokens:    550502400 | elapsed time per iteration (s): 0.30 | learning rate: 1.993E-04 | global batch size:   256 | lm loss: 4.537955E+00 | grad norm: 0.779 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 842.835 | TFLOPs: 29.51 |
7:  iteration     1060/   21553 | consumed samples:       271360 | consumed tokens:    555745280 | elapsed time per iteration (s): 0.31 | learning rate: 1.993E-04 | global batch size:   256 | lm loss: 4.534190E+00 | grad norm: 0.587 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 830.937 | TFLOPs: 29.09 |
7:  iteration     1070/   21553 | consumed samples:       273920 | consumed tokens:    560988160 | elapsed time per iteration (s): 0.30 | learning rate: 1.993E-04 | global batch size:   256 | lm loss: 4.526651E+00 | grad norm: 0.772 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 845.635 | TFLOPs: 29.60 |
7:  iteration     1080/   21553 | consumed samples:       276480 | consumed tokens:    566231040 | elapsed time per iteration (s): 0.30 | learning rate: 1.993E-04 | global batch size:   256 | lm loss: 4.525162E+00 | grad norm: 0.590 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.914 | TFLOPs: 29.75 |
7:  iteration     1090/   21553 | consumed samples:       279040 | consumed tokens:    571473920 | elapsed time per iteration (s): 0.31 | learning rate: 1.993E-04 | global batch size:   256 | lm loss: 4.512075E+00 | grad norm: 0.840 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 838.115 | TFLOPs: 29.34 |
7:  iteration     1100/   21553 | consumed samples:       281600 | consumed tokens:    576716800 | elapsed time per iteration (s): 0.30 | learning rate: 1.992E-04 | global batch size:   256 | lm loss: 4.506721E+00 | grad norm: 0.703 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.776 | TFLOPs: 30.06 |
7:  iteration     1110/   21553 | consumed samples:       284160 | consumed tokens:    581959680 | elapsed time per iteration (s): 0.31 | learning rate: 1.992E-04 | global batch size:   256 | lm loss: 4.480575E+00 | grad norm: 0.515 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 818.002 | TFLOPs: 28.64 |
7:  iteration     1120/   21553 | consumed samples:       286720 | consumed tokens:    587202560 | elapsed time per iteration (s): 0.32 | learning rate: 1.992E-04 | global batch size:   256 | lm loss: 4.476035E+00 | grad norm: 0.751 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 789.862 | TFLOPs: 27.65 |
7:  iteration     1130/   21553 | consumed samples:       289280 | consumed tokens:    592445440 | elapsed time per iteration (s): 0.30 | learning rate: 1.992E-04 | global batch size:   256 | lm loss: 4.465522E+00 | grad norm: 0.796 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.899 | TFLOPs: 29.75 |
7:  iteration     1140/   21553 | consumed samples:       291840 | consumed tokens:    597688320 | elapsed time per iteration (s): 0.31 | learning rate: 1.992E-04 | global batch size:   256 | lm loss: 4.473265E+00 | grad norm: 0.809 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 828.879 | TFLOPs: 29.02 |
7:  iteration     1150/   21553 | consumed samples:       294400 | consumed tokens:    602931200 | elapsed time per iteration (s): 0.32 | learning rate: 1.991E-04 | global batch size:   256 | lm loss: 4.465958E+00 | grad norm: 0.607 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 806.933 | TFLOPs: 28.25 |
7:  iteration     1160/   21553 | consumed samples:       296960 | consumed tokens:    608174080 | elapsed time per iteration (s): 0.33 | learning rate: 1.991E-04 | global batch size:   256 | lm loss: 4.445334E+00 | grad norm: 0.877 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 768.506 | TFLOPs: 26.90 |
7:  iteration     1170/   21553 | consumed samples:       299520 | consumed tokens:    613416960 | elapsed time per iteration (s): 0.30 | learning rate: 1.991E-04 | global batch size:   256 | lm loss: 4.447594E+00 | grad norm: 0.572 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 842.174 | TFLOPs: 29.48 |
7:  iteration     1180/   21553 | consumed samples:       302080 | consumed tokens:    618659840 | elapsed time per iteration (s): 0.30 | learning rate: 1.991E-04 | global batch size:   256 | lm loss: 4.433768E+00 | grad norm: 0.588 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 839.655 | TFLOPs: 29.39 |
7:  iteration     1190/   21553 | consumed samples:       304640 | consumed tokens:    623902720 | elapsed time per iteration (s): 0.30 | learning rate: 1.991E-04 | global batch size:   256 | lm loss: 4.417953E+00 | grad norm: 0.757 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 845.346 | TFLOPs: 29.59 |
7:  iteration     1200/   21553 | consumed samples:       307200 | consumed tokens:    629145600 | elapsed time per iteration (s): 0.31 | learning rate: 1.991E-04 | global batch size:   256 | lm loss: 4.424335E+00 | grad norm: 0.657 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 838.161 | TFLOPs: 29.34 |
7:  iteration     1210/   21553 | consumed samples:       309760 | consumed tokens:    634388480 | elapsed time per iteration (s): 0.31 | learning rate: 1.990E-04 | global batch size:   256 | lm loss: 4.411538E+00 | grad norm: 0.778 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 830.556 | TFLOPs: 29.08 |
7:  iteration     1220/   21553 | consumed samples:       312320 | consumed tokens:    639631360 | elapsed time per iteration (s): 0.31 | learning rate: 1.990E-04 | global batch size:   256 | lm loss: 4.411972E+00 | grad norm: 0.547 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 830.711 | TFLOPs: 29.08 |
7:  iteration     1230/   21553 | consumed samples:       314880 | consumed tokens:    644874240 | elapsed time per iteration (s): 0.30 | learning rate: 1.990E-04 | global batch size:   256 | lm loss: 4.399567E+00 | grad norm: 0.595 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 843.532 | TFLOPs: 29.53 |
7:  iteration     1240/   21553 | consumed samples:       317440 | consumed tokens:    650117120 | elapsed time per iteration (s): 0.30 | learning rate: 1.990E-04 | global batch size:   256 | lm loss: 4.389555E+00 | grad norm: 0.668 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 845.844 | TFLOPs: 29.61 |
7:  iteration     1250/   21553 | consumed samples:       320000 | consumed tokens:    655360000 | elapsed time per iteration (s): 0.31 | learning rate: 1.990E-04 | global batch size:   256 | lm loss: 4.380384E+00 | grad norm: 0.606 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 814.504 | TFLOPs: 28.51 |
7:  iteration     1260/   21553 | consumed samples:       322560 | consumed tokens:    660602880 | elapsed time per iteration (s): 0.30 | learning rate: 1.989E-04 | global batch size:   256 | lm loss: 4.367428E+00 | grad norm: 0.556 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.438 | TFLOPs: 29.74 |
7:  iteration     1270/   21553 | consumed samples:       325120 | consumed tokens:    665845760 | elapsed time per iteration (s): 0.30 | learning rate: 1.989E-04 | global batch size:   256 | lm loss: 4.367657E+00 | grad norm: 0.603 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 847.144 | TFLOPs: 29.66 |
7:  iteration     1280/   21553 | consumed samples:       327680 | consumed tokens:    671088640 | elapsed time per iteration (s): 0.31 | learning rate: 1.989E-04 | global batch size:   256 | lm loss: 4.354710E+00 | grad norm: 0.700 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 836.796 | TFLOPs: 29.29 |
7:  iteration     1290/   21553 | consumed samples:       330240 | consumed tokens:    676331520 | elapsed time per iteration (s): 0.30 | learning rate: 1.989E-04 | global batch size:   256 | lm loss: 4.357212E+00 | grad norm: 0.762 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 843.883 | TFLOPs: 29.54 |
7:  iteration     1300/   21553 | consumed samples:       332800 | consumed tokens:    681574400 | elapsed time per iteration (s): 0.31 | learning rate: 1.989E-04 | global batch size:   256 | lm loss: 4.351250E+00 | grad norm: 0.540 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 837.652 | TFLOPs: 29.32 |
7:  iteration     1310/   21553 | consumed samples:       335360 | consumed tokens:    686817280 | elapsed time per iteration (s): 0.31 | learning rate: 1.988E-04 | global batch size:   256 | lm loss: 4.361607E+00 | grad norm: 0.725 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 831.342 | TFLOPs: 29.10 |
7:  iteration     1320/   21553 | consumed samples:       337920 | consumed tokens:    692060160 | elapsed time per iteration (s): 0.30 | learning rate: 1.988E-04 | global batch size:   256 | lm loss: 4.345813E+00 | grad norm: 0.727 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 842.221 | TFLOPs: 29.48 |
7:  iteration     1330/   21553 | consumed samples:       340480 | consumed tokens:    697303040 | elapsed time per iteration (s): 0.30 | learning rate: 1.988E-04 | global batch size:   256 | lm loss: 4.334027E+00 | grad norm: 0.550 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 844.861 | TFLOPs: 29.58 |
7:  iteration     1340/   21553 | consumed samples:       343040 | consumed tokens:    702545920 | elapsed time per iteration (s): 0.30 | learning rate: 1.988E-04 | global batch size:   256 | lm loss: 4.310921E+00 | grad norm: 0.581 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 847.635 | TFLOPs: 29.67 |
7:  iteration     1350/   21553 | consumed samples:       345600 | consumed tokens:    707788800 | elapsed time per iteration (s): 0.31 | learning rate: 1.987E-04 | global batch size:   256 | lm loss: 4.318098E+00 | grad norm: 0.595 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 826.950 | TFLOPs: 28.95 |
7:  iteration     1360/   21553 | consumed samples:       348160 | consumed tokens:    713031680 | elapsed time per iteration (s): 0.30 | learning rate: 1.987E-04 | global batch size:   256 | lm loss: 4.304659E+00 | grad norm: 0.587 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.127 | TFLOPs: 29.87 |
7:  iteration     1370/   21553 | consumed samples:       350720 | consumed tokens:    718274560 | elapsed time per iteration (s): 0.30 | learning rate: 1.987E-04 | global batch size:   256 | lm loss: 4.308986E+00 | grad norm: 0.582 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 845.073 | TFLOPs: 29.58 |
7:  iteration     1380/   21553 | consumed samples:       353280 | consumed tokens:    723517440 | elapsed time per iteration (s): 0.30 | learning rate: 1.987E-04 | global batch size:   256 | lm loss: 4.303309E+00 | grad norm: 0.796 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 852.107 | TFLOPs: 29.83 |
7:  iteration     1390/   21553 | consumed samples:       355840 | consumed tokens:    728760320 | elapsed time per iteration (s): 0.31 | learning rate: 1.987E-04 | global batch size:   256 | lm loss: 4.314270E+00 | grad norm: 0.711 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 837.295 | TFLOPs: 29.31 |
7:  iteration     1400/   21553 | consumed samples:       358400 | consumed tokens:    734003200 | elapsed time per iteration (s): 0.30 | learning rate: 1.986E-04 | global batch size:   256 | lm loss: 4.292944E+00 | grad norm: 0.572 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.923 | TFLOPs: 30.03 |
7:  iteration     1410/   21553 | consumed samples:       360960 | consumed tokens:    739246080 | elapsed time per iteration (s): 0.31 | learning rate: 1.986E-04 | global batch size:   256 | lm loss: 4.276696E+00 | grad norm: 0.440 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 838.775 | TFLOPs: 29.36 |
7:  iteration     1420/   21553 | consumed samples:       363520 | consumed tokens:    744488960 | elapsed time per iteration (s): 0.31 | learning rate: 1.986E-04 | global batch size:   256 | lm loss: 4.282022E+00 | grad norm: 0.536 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 834.162 | TFLOPs: 29.20 |
7:  iteration     1430/   21553 | consumed samples:       366080 | consumed tokens:    749731840 | elapsed time per iteration (s): 0.31 | learning rate: 1.986E-04 | global batch size:   256 | lm loss: 4.271626E+00 | grad norm: 0.551 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 813.090 | TFLOPs: 28.46 |
7:  iteration     1440/   21553 | consumed samples:       368640 | consumed tokens:    754974720 | elapsed time per iteration (s): 0.31 | learning rate: 1.985E-04 | global batch size:   256 | lm loss: 4.285591E+00 | grad norm: 0.706 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 829.505 | TFLOPs: 29.04 |
7:  iteration     1450/   21553 | consumed samples:       371200 | consumed tokens:    760217600 | elapsed time per iteration (s): 0.30 | learning rate: 1.985E-04 | global batch size:   256 | lm loss: 4.293148E+00 | grad norm: 0.651 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 859.271 | TFLOPs: 30.08 |
7:  iteration     1460/   21553 | consumed samples:       373760 | consumed tokens:    765460480 | elapsed time per iteration (s): 0.30 | learning rate: 1.985E-04 | global batch size:   256 | lm loss: 4.274952E+00 | grad norm: 0.733 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 848.097 | TFLOPs: 29.69 |
7:  iteration     1470/   21553 | consumed samples:       376320 | consumed tokens:    770703360 | elapsed time per iteration (s): 0.30 | learning rate: 1.985E-04 | global batch size:   256 | lm loss: 4.260030E+00 | grad norm: 0.552 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.995 | TFLOPs: 29.76 |
7:  iteration     1480/   21553 | consumed samples:       378880 | consumed tokens:    775946240 | elapsed time per iteration (s): 0.30 | learning rate: 1.984E-04 | global batch size:   256 | lm loss: 4.253775E+00 | grad norm: 0.679 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 844.339 | TFLOPs: 29.56 |
7:  iteration     1490/   21553 | consumed samples:       381440 | consumed tokens:    781189120 | elapsed time per iteration (s): 0.30 | learning rate: 1.984E-04 | global batch size:   256 | lm loss: 4.244690E+00 | grad norm: 0.573 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.314 | TFLOPs: 29.73 |
7:  iteration     1500/   21553 | consumed samples:       384000 | consumed tokens:    786432000 | elapsed time per iteration (s): 0.31 | learning rate: 1.984E-04 | global batch size:   256 | lm loss: 4.238176E+00 | grad norm: 0.618 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 836.341 | TFLOPs: 29.28 |
7:  iteration     1510/   21553 | consumed samples:       386560 | consumed tokens:    791674880 | elapsed time per iteration (s): 0.30 | learning rate: 1.984E-04 | global batch size:   256 | lm loss: 4.227266E+00 | grad norm: 0.588 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 844.971 | TFLOPs: 29.58 |
7:  iteration     1520/   21553 | consumed samples:       389120 | consumed tokens:    796917760 | elapsed time per iteration (s): 0.31 | learning rate: 1.983E-04 | global batch size:   256 | lm loss: 4.233230E+00 | grad norm: 0.607 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 833.205 | TFLOPs: 29.17 |
7:  iteration     1530/   21553 | consumed samples:       391680 | consumed tokens:    802160640 | elapsed time per iteration (s): 0.30 | learning rate: 1.983E-04 | global batch size:   256 | lm loss: 4.220004E+00 | grad norm: 0.618 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.408 | TFLOPs: 30.05 |
7:  iteration     1540/   21553 | consumed samples:       394240 | consumed tokens:    807403520 | elapsed time per iteration (s): 0.32 | learning rate: 1.983E-04 | global batch size:   256 | lm loss: 4.236078E+00 | grad norm: 0.893 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 809.796 | TFLOPs: 28.35 |
7:  iteration     1550/   21553 | consumed samples:       396800 | consumed tokens:    812646400 | elapsed time per iteration (s): 0.30 | learning rate: 1.983E-04 | global batch size:   256 | lm loss: 4.232156E+00 | grad norm: 0.539 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.514 | TFLOPs: 29.98 |
7:  iteration     1560/   21553 | consumed samples:       399360 | consumed tokens:    817889280 | elapsed time per iteration (s): 0.30 | learning rate: 1.982E-04 | global batch size:   256 | lm loss: 4.219468E+00 | grad norm: 0.525 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 845.646 | TFLOPs: 29.60 |
7:  iteration     1570/   21553 | consumed samples:       401920 | consumed tokens:    823132160 | elapsed time per iteration (s): 0.30 | learning rate: 1.982E-04 | global batch size:   256 | lm loss: 4.204008E+00 | grad norm: 0.495 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.339 | TFLOPs: 29.73 |
7:  iteration     1580/   21553 | consumed samples:       404480 | consumed tokens:    828375040 | elapsed time per iteration (s): 0.31 | learning rate: 1.982E-04 | global batch size:   256 | lm loss: 4.215788E+00 | grad norm: 0.532 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 815.669 | TFLOPs: 28.55 |
7:  iteration     1590/   21553 | consumed samples:       407040 | consumed tokens:    833617920 | elapsed time per iteration (s): 0.30 | learning rate: 1.982E-04 | global batch size:   256 | lm loss: 4.202533E+00 | grad norm: 0.596 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.321 | TFLOPs: 29.87 |
7:  iteration     1600/   21553 | consumed samples:       409600 | consumed tokens:    838860800 | elapsed time per iteration (s): 0.31 | learning rate: 1.981E-04 | global batch size:   256 | lm loss: 4.205249E+00 | grad norm: 0.662 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 831.984 | TFLOPs: 29.13 |
7:  iteration     1610/   21553 | consumed samples:       412160 | consumed tokens:    844103680 | elapsed time per iteration (s): 0.30 | learning rate: 1.981E-04 | global batch size:   256 | lm loss: 4.197828E+00 | grad norm: 0.524 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 844.372 | TFLOPs: 29.56 |
7:  iteration     1620/   21553 | consumed samples:       414720 | consumed tokens:    849346560 | elapsed time per iteration (s): 0.30 | learning rate: 1.981E-04 | global batch size:   256 | lm loss: 4.187088E+00 | grad norm: 0.566 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 847.767 | TFLOPs: 29.68 |
7:  iteration     1630/   21553 | consumed samples:       417280 | consumed tokens:    854589440 | elapsed time per iteration (s): 0.31 | learning rate: 1.981E-04 | global batch size:   256 | lm loss: 4.196072E+00 | grad norm: 0.618 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 837.221 | TFLOPs: 29.31 |
7:  iteration     1640/   21553 | consumed samples:       419840 | consumed tokens:    859832320 | elapsed time per iteration (s): 0.30 | learning rate: 1.980E-04 | global batch size:   256 | lm loss: 4.201196E+00 | grad norm: 0.577 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.138 | TFLOPs: 29.97 |
7:  iteration     1650/   21553 | consumed samples:       422400 | consumed tokens:    865075200 | elapsed time per iteration (s): 0.31 | learning rate: 1.980E-04 | global batch size:   256 | lm loss: 4.172353E+00 | grad norm: 0.627 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 823.795 | TFLOPs: 28.84 |
7:  iteration     1660/   21553 | consumed samples:       424960 | consumed tokens:    870318080 | elapsed time per iteration (s): 0.31 | learning rate: 1.980E-04 | global batch size:   256 | lm loss: 4.176130E+00 | grad norm: 0.534 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 835.409 | TFLOPs: 29.25 |
7:  iteration     1670/   21553 | consumed samples:       427520 | consumed tokens:    875560960 | elapsed time per iteration (s): 0.31 | learning rate: 1.979E-04 | global batch size:   256 | lm loss: 4.163866E+00 | grad norm: 0.500 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 820.472 | TFLOPs: 28.72 |
7:  iteration     1680/   21553 | consumed samples:       430080 | consumed tokens:    880803840 | elapsed time per iteration (s): 0.31 | learning rate: 1.979E-04 | global batch size:   256 | lm loss: 4.158370E+00 | grad norm: 0.517 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 829.048 | TFLOPs: 29.02 |
7:  iteration     1690/   21553 | consumed samples:       432640 | consumed tokens:    886046720 | elapsed time per iteration (s): 0.31 | learning rate: 1.979E-04 | global batch size:   256 | lm loss: 4.176300E+00 | grad norm: 0.821 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 834.849 | TFLOPs: 29.23 |
7:  iteration     1700/   21553 | consumed samples:       435200 | consumed tokens:    891289600 | elapsed time per iteration (s): 0.31 | learning rate: 1.979E-04 | global batch size:   256 | lm loss: 4.159534E+00 | grad norm: 0.561 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 821.235 | TFLOPs: 28.75 |
7:  iteration     1710/   21553 | consumed samples:       437760 | consumed tokens:    896532480 | elapsed time per iteration (s): 0.31 | learning rate: 1.978E-04 | global batch size:   256 | lm loss: 4.157357E+00 | grad norm: 0.543 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 830.948 | TFLOPs: 29.09 |
7:  iteration     1720/   21553 | consumed samples:       440320 | consumed tokens:    901775360 | elapsed time per iteration (s): 0.30 | learning rate: 1.978E-04 | global batch size:   256 | lm loss: 4.156768E+00 | grad norm: 0.561 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 847.435 | TFLOPs: 29.67 |
7:  iteration     1730/   21553 | consumed samples:       442880 | consumed tokens:    907018240 | elapsed time per iteration (s): 0.31 | learning rate: 1.978E-04 | global batch size:   256 | lm loss: 4.142532E+00 | grad norm: 0.617 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 830.886 | TFLOPs: 29.09 |
7:  iteration     1740/   21553 | consumed samples:       445440 | consumed tokens:    912261120 | elapsed time per iteration (s): 0.30 | learning rate: 1.977E-04 | global batch size:   256 | lm loss: 4.138781E+00 | grad norm: 0.474 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 852.890 | TFLOPs: 29.86 |
7:  iteration     1750/   21553 | consumed samples:       448000 | consumed tokens:    917504000 | elapsed time per iteration (s): 0.30 | learning rate: 1.977E-04 | global batch size:   256 | lm loss: 4.147976E+00 | grad norm: 0.493 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.490 | TFLOPs: 30.02 |
7:  iteration     1760/   21553 | consumed samples:       450560 | consumed tokens:    922746880 | elapsed time per iteration (s): 0.31 | learning rate: 1.977E-04 | global batch size:   256 | lm loss: 4.137428E+00 | grad norm: 0.543 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 830.954 | TFLOPs: 29.09 |
7:  iteration     1770/   21553 | consumed samples:       453120 | consumed tokens:    927989760 | elapsed time per iteration (s): 0.30 | learning rate: 1.977E-04 | global batch size:   256 | lm loss: 4.130809E+00 | grad norm: 0.494 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.469 | TFLOPs: 29.74 |
7:  iteration     1780/   21553 | consumed samples:       455680 | consumed tokens:    933232640 | elapsed time per iteration (s): 0.30 | learning rate: 1.976E-04 | global batch size:   256 | lm loss: 4.135091E+00 | grad norm: 0.509 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.626 | TFLOPs: 29.74 |
7:  iteration     1790/   21553 | consumed samples:       458240 | consumed tokens:    938475520 | elapsed time per iteration (s): 0.30 | learning rate: 1.976E-04 | global batch size:   256 | lm loss: 4.136995E+00 | grad norm: 0.588 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 841.729 | TFLOPs: 29.47 |
7:  iteration     1800/   21553 | consumed samples:       460800 | consumed tokens:    943718400 | elapsed time per iteration (s): 0.31 | learning rate: 1.976E-04 | global batch size:   256 | lm loss: 4.129287E+00 | grad norm: 0.603 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 829.118 | TFLOPs: 29.03 |
7:  iteration     1810/   21553 | consumed samples:       463360 | consumed tokens:    948961280 | elapsed time per iteration (s): 0.31 | learning rate: 1.975E-04 | global batch size:   256 | lm loss: 4.126596E+00 | grad norm: 0.611 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 833.287 | TFLOPs: 29.17 |
7:  iteration     1820/   21553 | consumed samples:       465920 | consumed tokens:    954204160 | elapsed time per iteration (s): 0.31 | learning rate: 1.975E-04 | global batch size:   256 | lm loss: 4.106306E+00 | grad norm: 0.473 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 837.073 | TFLOPs: 29.30 |
7:  iteration     1830/   21553 | consumed samples:       468480 | consumed tokens:    959447040 | elapsed time per iteration (s): 0.30 | learning rate: 1.975E-04 | global batch size:   256 | lm loss: 4.110652E+00 | grad norm: 0.592 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 840.841 | TFLOPs: 29.44 |
7:  iteration     1840/   21553 | consumed samples:       471040 | consumed tokens:    964689920 | elapsed time per iteration (s): 0.31 | learning rate: 1.974E-04 | global batch size:   256 | lm loss: 4.108497E+00 | grad norm: 0.587 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 834.239 | TFLOPs: 29.20 |
7:  iteration     1850/   21553 | consumed samples:       473600 | consumed tokens:    969932800 | elapsed time per iteration (s): 0.30 | learning rate: 1.974E-04 | global batch size:   256 | lm loss: 4.111775E+00 | grad norm: 0.713 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 841.149 | TFLOPs: 29.45 |
7:  iteration     1860/   21553 | consumed samples:       476160 | consumed tokens:    975175680 | elapsed time per iteration (s): 0.30 | learning rate: 1.974E-04 | global batch size:   256 | lm loss: 4.095249E+00 | grad norm: 0.524 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.553 | TFLOPs: 29.99 |
7:  iteration     1870/   21553 | consumed samples:       478720 | consumed tokens:    980418560 | elapsed time per iteration (s): 0.30 | learning rate: 1.973E-04 | global batch size:   256 | lm loss: 4.108031E+00 | grad norm: 0.632 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 851.584 | TFLOPs: 29.81 |
7:  iteration     1880/   21553 | consumed samples:       481280 | consumed tokens:    985661440 | elapsed time per iteration (s): 0.30 | learning rate: 1.973E-04 | global batch size:   256 | lm loss: 4.099737E+00 | grad norm: 0.481 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 839.556 | TFLOPs: 29.39 |
7:  iteration     1890/   21553 | consumed samples:       483840 | consumed tokens:    990904320 | elapsed time per iteration (s): 0.31 | learning rate: 1.973E-04 | global batch size:   256 | lm loss: 4.086149E+00 | grad norm: 0.594 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 835.224 | TFLOPs: 29.24 |
7:  iteration     1900/   21553 | consumed samples:       486400 | consumed tokens:    996147200 | elapsed time per iteration (s): 0.31 | learning rate: 1.972E-04 | global batch size:   256 | lm loss: 4.083949E+00 | grad norm: 0.590 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 817.262 | TFLOPs: 28.61 |
7:  iteration     1910/   21553 | consumed samples:       488960 | consumed tokens:   1001390080 | elapsed time per iteration (s): 0.31 | learning rate: 1.972E-04 | global batch size:   256 | lm loss: 4.086347E+00 | grad norm: 0.433 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 819.346 | TFLOPs: 28.68 |
7:  iteration     1920/   21553 | consumed samples:       491520 | consumed tokens:   1006632960 | elapsed time per iteration (s): 0.31 | learning rate: 1.972E-04 | global batch size:   256 | lm loss: 4.090274E+00 | grad norm: 0.480 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 833.444 | TFLOPs: 29.18 |
7:  iteration     1930/   21553 | consumed samples:       494080 | consumed tokens:   1011875840 | elapsed time per iteration (s): 0.30 | learning rate: 1.971E-04 | global batch size:   256 | lm loss: 4.086926E+00 | grad norm: 0.536 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 840.572 | TFLOPs: 29.43 |
7:  iteration     1940/   21553 | consumed samples:       496640 | consumed tokens:   1017118720 | elapsed time per iteration (s): 0.31 | learning rate: 1.971E-04 | global batch size:   256 | lm loss: 4.077671E+00 | grad norm: 0.542 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 825.284 | TFLOPs: 28.89 |
7:  iteration     1950/   21553 | consumed samples:       499200 | consumed tokens:   1022361600 | elapsed time per iteration (s): 0.30 | learning rate: 1.971E-04 | global batch size:   256 | lm loss: 4.083986E+00 | grad norm: 0.643 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.892 | TFLOPs: 29.75 |
7:  iteration     1960/   21553 | consumed samples:       501760 | consumed tokens:   1027604480 | elapsed time per iteration (s): 0.30 | learning rate: 1.970E-04 | global batch size:   256 | lm loss: 4.070457E+00 | grad norm: 0.570 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.012 | TFLOPs: 30.00 |
7:  iteration     1970/   21553 | consumed samples:       504320 | consumed tokens:   1032847360 | elapsed time per iteration (s): 0.30 | learning rate: 1.970E-04 | global batch size:   256 | lm loss: 4.077181E+00 | grad norm: 0.488 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 846.232 | TFLOPs: 29.62 |
7:  iteration     1980/   21553 | consumed samples:       506880 | consumed tokens:   1038090240 | elapsed time per iteration (s): 0.31 | learning rate: 1.970E-04 | global batch size:   256 | lm loss: 4.073279E+00 | grad norm: 0.571 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 832.365 | TFLOPs: 29.14 |
7:  iteration     1990/   21553 | consumed samples:       509440 | consumed tokens:   1043333120 | elapsed time per iteration (s): 0.30 | learning rate: 1.969E-04 | global batch size:   256 | lm loss: 4.064614E+00 | grad norm: 0.679 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 845.545 | TFLOPs: 29.60 |
0: [2023-03-15 22:08:21,261] [INFO] [logging.py:68:log_dist] [Rank 0] step=2000, skipped=0, lr=[0.00019691153209285103, 0.00019691153209285103, 0.00019691153209285103], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration     2000/   21553 | consumed samples:       512000 | consumed tokens:   1048576000 | elapsed time per iteration (s): 0.30 | learning rate: 1.969E-04 | global batch size:   256 | lm loss: 4.060476E+00 | grad norm: 0.521 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 847.588 | TFLOPs: 29.67 |
0: steps: 2000 loss: 4.0265 iter time (s): 0.312 samples/sec: 821.371
7: -----------------------------------------------------------------------------------------------
7: validation loss at iteration 2000 | lm loss value: 3.999226E+00 | lm loss PPL: 5.455591E+01 | 
7: -----------------------------------------------------------------------------------------------
0: saving checkpoint at iteration    2000 to checkpoints_146m14b400m
0: [2023-03-15 22:08:21,382] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step2000 is begin to save!
0: [2023-03-15 22:08:21,385] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/layer_01-model_00-model_states.pt...
0: [2023-03-15 22:08:21,473] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step2000/layer_01-model_00-model_states.pt.
0: [2023-03-15 22:08:21,473] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/layer_03-model_00-model_states.pt...
0: [2023-03-15 22:08:21,490] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step2000/layer_03-model_00-model_states.pt.
0: [2023-03-15 22:08:21,490] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/layer_04-model_00-model_states.pt...
0: [2023-03-15 22:08:21,505] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step2000/layer_04-model_00-model_states.pt.
0: [2023-03-15 22:08:21,505] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/layer_05-model_00-model_states.pt...
0: [2023-03-15 22:08:21,520] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step2000/layer_05-model_00-model_states.pt.
0: [2023-03-15 22:08:21,520] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/layer_06-model_00-model_states.pt...
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0: [2023-03-15 22:08:21,566] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/layer_09-model_00-model_states.pt...
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0: [2023-03-15 22:08:21,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/layer_10-model_00-model_states.pt...
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0: [2023-03-15 22:08:21,596] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/layer_11-model_00-model_states.pt...
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0: [2023-03-15 22:08:21,611] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/layer_12-model_00-model_states.pt...
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0: [2023-03-15 22:08:21,626] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/layer_13-model_00-model_states.pt...
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0: [2023-03-15 22:08:21,641] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/layer_14-model_00-model_states.pt...
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0: [2023-03-15 22:08:21,656] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/layer_15-model_00-model_states.pt...
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0: [2023-03-15 22:08:21,671] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/layer_16-model_00-model_states.pt...
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0: [2023-03-15 22:08:21,686] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/layer_17-model_00-model_states.pt...
0: [2023-03-15 22:08:21,701] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step2000/layer_17-model_00-model_states.pt.
0: [2023-03-15 22:08:21,701] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/layer_19-model_00-model_states.pt...
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0: [2023-03-15 22:08:21,703] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step2000/mp_rank_00_model_states.pt
0: [2023-03-15 22:08:21,703] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/mp_rank_00_model_states.pt...
0: [2023-03-15 22:08:21,705] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step2000/mp_rank_00_model_states.pt.
0: [2023-03-15 22:08:21,722] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:08:21,722] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:08:21,722] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:08:21,722] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:08:21,722] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:08:21,722] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:08:21,722] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt...
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1: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt...
6: [2023-03-15 22:08:21,721] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt...
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5: [2023-03-15 22:08:21,754] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
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1: [2023-03-15 22:08:21,768] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
1: [2023-03-15 22:08:21,768] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
1: [2023-03-15 22:08:21,768] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
1: [2023-03-15 22:08:21,768] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
0: [2023-03-15 22:08:21,785] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step2000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 22:08:21,785] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
0:   successfully saved checkpoint at iteration    2000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 408.20
7:  iteration     2010/   21553 | consumed samples:       514560 | consumed tokens:   1053818880 | elapsed time per iteration (s): 0.35 | learning rate: 1.969E-04 | global batch size:   256 | lm loss: 4.045939E+00 | grad norm: 0.495 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 721.155 | TFLOPs: 25.25 |
7:  iteration     2020/   21553 | consumed samples:       517120 | consumed tokens:   1059061760 | elapsed time per iteration (s): 0.30 | learning rate: 1.968E-04 | global batch size:   256 | lm loss: 4.043728E+00 | grad norm: 0.598 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 842.195 | TFLOPs: 29.48 |
7:  iteration     2030/   21553 | consumed samples:       519680 | consumed tokens:   1064304640 | elapsed time per iteration (s): 0.31 | learning rate: 1.968E-04 | global batch size:   256 | lm loss: 4.051372E+00 | grad norm: 0.545 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 831.513 | TFLOPs: 29.11 |
7:  iteration     2040/   21553 | consumed samples:       522240 | consumed tokens:   1069547520 | elapsed time per iteration (s): 0.30 | learning rate: 1.968E-04 | global batch size:   256 | lm loss: 4.061382E+00 | grad norm: 0.503 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 848.981 | TFLOPs: 29.72 |
7:  iteration     2050/   21553 | consumed samples:       524800 | consumed tokens:   1074790400 | elapsed time per iteration (s): 0.31 | learning rate: 1.967E-04 | global batch size:   256 | lm loss: 4.040238E+00 | grad norm: 0.587 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 829.430 | TFLOPs: 29.04 |
7:  iteration     2060/   21553 | consumed samples:       527360 | consumed tokens:   1080033280 | elapsed time per iteration (s): 0.30 | learning rate: 1.967E-04 | global batch size:   256 | lm loss: 4.038789E+00 | grad norm: 0.470 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.863 | TFLOPs: 30.35 |
7:  iteration     2070/   21553 | consumed samples:       529920 | consumed tokens:   1085276160 | elapsed time per iteration (s): 0.31 | learning rate: 1.967E-04 | global batch size:   256 | lm loss: 4.048190E+00 | grad norm: 0.522 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 823.544 | TFLOPs: 28.83 |
7:  iteration     2080/   21553 | consumed samples:       532480 | consumed tokens:   1090519040 | elapsed time per iteration (s): 0.31 | learning rate: 1.966E-04 | global batch size:   256 | lm loss: 4.046009E+00 | grad norm: 0.575 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 833.901 | TFLOPs: 29.19 |
7:  iteration     2090/   21553 | consumed samples:       535040 | consumed tokens:   1095761920 | elapsed time per iteration (s): 0.31 | learning rate: 1.966E-04 | global batch size:   256 | lm loss: 4.032470E+00 | grad norm: 0.524 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 833.579 | TFLOPs: 29.18 |
7:  iteration     2100/   21553 | consumed samples:       537600 | consumed tokens:   1101004800 | elapsed time per iteration (s): 0.31 | learning rate: 1.966E-04 | global batch size:   256 | lm loss: 4.040501E+00 | grad norm: 0.506 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 838.126 | TFLOPs: 29.34 |
7:  iteration     2110/   21553 | consumed samples:       540160 | consumed tokens:   1106247680 | elapsed time per iteration (s): 0.31 | learning rate: 1.965E-04 | global batch size:   256 | lm loss: 4.039166E+00 | grad norm: 0.458 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 835.693 | TFLOPs: 29.26 |
7:  iteration     2120/   21553 | consumed samples:       542720 | consumed tokens:   1111490560 | elapsed time per iteration (s): 0.31 | learning rate: 1.965E-04 | global batch size:   256 | lm loss: 4.026936E+00 | grad norm: 0.509 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 814.595 | TFLOPs: 28.52 |
7:  iteration     2130/   21553 | consumed samples:       545280 | consumed tokens:   1116733440 | elapsed time per iteration (s): 0.30 | learning rate: 1.964E-04 | global batch size:   256 | lm loss: 4.029158E+00 | grad norm: 0.519 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.957 | TFLOPs: 29.75 |
7:  iteration     2140/   21553 | consumed samples:       547840 | consumed tokens:   1121976320 | elapsed time per iteration (s): 0.31 | learning rate: 1.964E-04 | global batch size:   256 | lm loss: 4.015910E+00 | grad norm: 0.606 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 834.269 | TFLOPs: 29.21 |
7:  iteration     2150/   21553 | consumed samples:       550400 | consumed tokens:   1127219200 | elapsed time per iteration (s): 0.30 | learning rate: 1.964E-04 | global batch size:   256 | lm loss: 4.026121E+00 | grad norm: 0.628 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.683 | TFLOPs: 29.96 |
7:  iteration     2160/   21553 | consumed samples:       552960 | consumed tokens:   1132462080 | elapsed time per iteration (s): 0.31 | learning rate: 1.963E-04 | global batch size:   256 | lm loss: 4.014066E+00 | grad norm: 0.437 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 832.829 | TFLOPs: 29.16 |
7:  iteration     2170/   21553 | consumed samples:       555520 | consumed tokens:   1137704960 | elapsed time per iteration (s): 0.30 | learning rate: 1.963E-04 | global batch size:   256 | lm loss: 4.019066E+00 | grad norm: 0.519 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 841.800 | TFLOPs: 29.47 |
7:  iteration     2180/   21553 | consumed samples:       558080 | consumed tokens:   1142947840 | elapsed time per iteration (s): 0.31 | learning rate: 1.963E-04 | global batch size:   256 | lm loss: 4.017032E+00 | grad norm: 0.489 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 835.583 | TFLOPs: 29.25 |
7:  iteration     2190/   21553 | consumed samples:       560640 | consumed tokens:   1148190720 | elapsed time per iteration (s): 0.31 | learning rate: 1.962E-04 | global batch size:   256 | lm loss: 4.018798E+00 | grad norm: 0.524 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 838.603 | TFLOPs: 29.36 |
7:  iteration     2200/   21553 | consumed samples:       563200 | consumed tokens:   1153433600 | elapsed time per iteration (s): 0.32 | learning rate: 1.962E-04 | global batch size:   256 | lm loss: 4.010975E+00 | grad norm: 0.539 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 804.302 | TFLOPs: 28.16 |
7:  iteration     2210/   21553 | consumed samples:       565760 | consumed tokens:   1158676480 | elapsed time per iteration (s): 0.30 | learning rate: 1.961E-04 | global batch size:   256 | lm loss: 4.005820E+00 | grad norm: 0.504 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.325 | TFLOPs: 30.36 |
7:  iteration     2220/   21553 | consumed samples:       568320 | consumed tokens:   1163919360 | elapsed time per iteration (s): 0.31 | learning rate: 1.961E-04 | global batch size:   256 | lm loss: 4.002847E+00 | grad norm: 0.503 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 832.466 | TFLOPs: 29.14 |
7:  iteration     2230/   21553 | consumed samples:       570880 | consumed tokens:   1169162240 | elapsed time per iteration (s): 0.30 | learning rate: 1.961E-04 | global batch size:   256 | lm loss: 3.990995E+00 | grad norm: 0.491 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.317 | TFLOPs: 30.05 |
7:  iteration     2240/   21553 | consumed samples:       573440 | consumed tokens:   1174405120 | elapsed time per iteration (s): 0.31 | learning rate: 1.960E-04 | global batch size:   256 | lm loss: 3.998584E+00 | grad norm: 0.532 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 837.122 | TFLOPs: 29.31 |
7:  iteration     2250/   21553 | consumed samples:       576000 | consumed tokens:   1179648000 | elapsed time per iteration (s): 0.30 | learning rate: 1.960E-04 | global batch size:   256 | lm loss: 3.988289E+00 | grad norm: 0.440 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.698 | TFLOPs: 29.99 |
7:  iteration     2260/   21553 | consumed samples:       578560 | consumed tokens:   1184890880 | elapsed time per iteration (s): 0.31 | learning rate: 1.960E-04 | global batch size:   256 | lm loss: 4.001544E+00 | grad norm: 0.507 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 830.053 | TFLOPs: 29.06 |
7:  iteration     2270/   21553 | consumed samples:       581120 | consumed tokens:   1190133760 | elapsed time per iteration (s): 0.30 | learning rate: 1.959E-04 | global batch size:   256 | lm loss: 4.001820E+00 | grad norm: 0.657 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 842.180 | TFLOPs: 29.48 |
7:  iteration     2280/   21553 | consumed samples:       583680 | consumed tokens:   1195376640 | elapsed time per iteration (s): 0.33 | learning rate: 1.959E-04 | global batch size:   256 | lm loss: 3.982272E+00 | grad norm: 0.480 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 786.768 | TFLOPs: 27.54 |
7:  iteration     2290/   21553 | consumed samples:       586240 | consumed tokens:   1200619520 | elapsed time per iteration (s): 0.31 | learning rate: 1.958E-04 | global batch size:   256 | lm loss: 3.984234E+00 | grad norm: 0.471 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 815.286 | TFLOPs: 28.54 |
7:  iteration     2300/   21553 | consumed samples:       588800 | consumed tokens:   1205862400 | elapsed time per iteration (s): 0.30 | learning rate: 1.958E-04 | global batch size:   256 | lm loss: 3.983786E+00 | grad norm: 0.443 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 839.374 | TFLOPs: 29.38 |
7:  iteration     2310/   21553 | consumed samples:       591360 | consumed tokens:   1211105280 | elapsed time per iteration (s): 0.31 | learning rate: 1.958E-04 | global batch size:   256 | lm loss: 3.962231E+00 | grad norm: 0.543 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 833.929 | TFLOPs: 29.19 |
7:  iteration     2320/   21553 | consumed samples:       593920 | consumed tokens:   1216348160 | elapsed time per iteration (s): 0.31 | learning rate: 1.957E-04 | global batch size:   256 | lm loss: 3.980495E+00 | grad norm: 0.521 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 814.027 | TFLOPs: 28.50 |
7:  iteration     2330/   21553 | consumed samples:       596480 | consumed tokens:   1221591040 | elapsed time per iteration (s): 0.31 | learning rate: 1.957E-04 | global batch size:   256 | lm loss: 3.979475E+00 | grad norm: 0.455 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 827.357 | TFLOPs: 28.96 |
7:  iteration     2340/   21553 | consumed samples:       599040 | consumed tokens:   1226833920 | elapsed time per iteration (s): 0.30 | learning rate: 1.956E-04 | global batch size:   256 | lm loss: 3.965627E+00 | grad norm: 0.563 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 844.148 | TFLOPs: 29.55 |
7:  iteration     2350/   21553 | consumed samples:       601600 | consumed tokens:   1232076800 | elapsed time per iteration (s): 0.31 | learning rate: 1.956E-04 | global batch size:   256 | lm loss: 3.974257E+00 | grad norm: 0.427 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 826.901 | TFLOPs: 28.95 |
7:  iteration     2360/   21553 | consumed samples:       604160 | consumed tokens:   1237319680 | elapsed time per iteration (s): 0.31 | learning rate: 1.956E-04 | global batch size:   256 | lm loss: 3.966898E+00 | grad norm: 0.487 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 834.780 | TFLOPs: 29.22 |
7:  iteration     2370/   21553 | consumed samples:       606720 | consumed tokens:   1242562560 | elapsed time per iteration (s): 0.32 | learning rate: 1.955E-04 | global batch size:   256 | lm loss: 3.979168E+00 | grad norm: 0.527 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 797.983 | TFLOPs: 27.94 |
7:  iteration     2380/   21553 | consumed samples:       609280 | consumed tokens:   1247805440 | elapsed time per iteration (s): 0.32 | learning rate: 1.955E-04 | global batch size:   256 | lm loss: 3.979897E+00 | grad norm: 0.529 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 807.772 | TFLOPs: 28.28 |
7:  iteration     2390/   21553 | consumed samples:       611840 | consumed tokens:   1253048320 | elapsed time per iteration (s): 0.31 | learning rate: 1.954E-04 | global batch size:   256 | lm loss: 3.963599E+00 | grad norm: 0.500 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 831.072 | TFLOPs: 29.09 |
7:  iteration     2400/   21553 | consumed samples:       614400 | consumed tokens:   1258291200 | elapsed time per iteration (s): 0.30 | learning rate: 1.954E-04 | global batch size:   256 | lm loss: 3.976075E+00 | grad norm: 0.469 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 840.707 | TFLOPs: 29.43 |
7:  iteration     2410/   21553 | consumed samples:       616960 | consumed tokens:   1263534080 | elapsed time per iteration (s): 0.31 | learning rate: 1.953E-04 | global batch size:   256 | lm loss: 3.967660E+00 | grad norm: 0.454 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 827.852 | TFLOPs: 28.98 |
7:  iteration     2420/   21553 | consumed samples:       619520 | consumed tokens:   1268776960 | elapsed time per iteration (s): 0.31 | learning rate: 1.953E-04 | global batch size:   256 | lm loss: 3.961747E+00 | grad norm: 0.494 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 838.339 | TFLOPs: 29.35 |
7:  iteration     2430/   21553 | consumed samples:       622080 | consumed tokens:   1274019840 | elapsed time per iteration (s): 0.31 | learning rate: 1.953E-04 | global batch size:   256 | lm loss: 3.959989E+00 | grad norm: 0.516 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 833.540 | TFLOPs: 29.18 |
7:  iteration     2440/   21553 | consumed samples:       624640 | consumed tokens:   1279262720 | elapsed time per iteration (s): 0.30 | learning rate: 1.952E-04 | global batch size:   256 | lm loss: 3.942724E+00 | grad norm: 0.408 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 844.244 | TFLOPs: 29.55 |
7:  iteration     2450/   21553 | consumed samples:       627200 | consumed tokens:   1284505600 | elapsed time per iteration (s): 0.31 | learning rate: 1.952E-04 | global batch size:   256 | lm loss: 3.959993E+00 | grad norm: 0.422 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 838.924 | TFLOPs: 29.37 |
7:  iteration     2460/   21553 | consumed samples:       629760 | consumed tokens:   1289748480 | elapsed time per iteration (s): 0.30 | learning rate: 1.951E-04 | global batch size:   256 | lm loss: 3.958536E+00 | grad norm: 0.603 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 841.273 | TFLOPs: 29.45 |
7:  iteration     2470/   21553 | consumed samples:       632320 | consumed tokens:   1294991360 | elapsed time per iteration (s): 0.31 | learning rate: 1.951E-04 | global batch size:   256 | lm loss: 3.951673E+00 | grad norm: 0.540 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 814.048 | TFLOPs: 28.50 |
7:  iteration     2480/   21553 | consumed samples:       634880 | consumed tokens:   1300234240 | elapsed time per iteration (s): 0.31 | learning rate: 1.950E-04 | global batch size:   256 | lm loss: 3.943890E+00 | grad norm: 0.465 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 837.940 | TFLOPs: 29.33 |
7:  iteration     2490/   21553 | consumed samples:       637440 | consumed tokens:   1305477120 | elapsed time per iteration (s): 0.32 | learning rate: 1.950E-04 | global batch size:   256 | lm loss: 3.953112E+00 | grad norm: 0.512 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 807.991 | TFLOPs: 28.29 |
7:  iteration     2500/   21553 | consumed samples:       640000 | consumed tokens:   1310720000 | elapsed time per iteration (s): 0.31 | learning rate: 1.950E-04 | global batch size:   256 | lm loss: 3.944104E+00 | grad norm: 0.484 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 829.434 | TFLOPs: 29.04 |
7:  iteration     2510/   21553 | consumed samples:       642560 | consumed tokens:   1315962880 | elapsed time per iteration (s): 0.32 | learning rate: 1.949E-04 | global batch size:   256 | lm loss: 3.940012E+00 | grad norm: 0.455 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 804.609 | TFLOPs: 28.17 |
7:  iteration     2520/   21553 | consumed samples:       645120 | consumed tokens:   1321205760 | elapsed time per iteration (s): 0.30 | learning rate: 1.949E-04 | global batch size:   256 | lm loss: 3.932181E+00 | grad norm: 0.528 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.393 | TFLOPs: 29.73 |
7:  iteration     2530/   21553 | consumed samples:       647680 | consumed tokens:   1326448640 | elapsed time per iteration (s): 0.31 | learning rate: 1.948E-04 | global batch size:   256 | lm loss: 3.934764E+00 | grad norm: 0.554 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 815.615 | TFLOPs: 28.55 |
7:  iteration     2540/   21553 | consumed samples:       650240 | consumed tokens:   1331691520 | elapsed time per iteration (s): 0.31 | learning rate: 1.948E-04 | global batch size:   256 | lm loss: 3.933690E+00 | grad norm: 0.545 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 837.618 | TFLOPs: 29.32 |
7:  iteration     2550/   21553 | consumed samples:       652800 | consumed tokens:   1336934400 | elapsed time per iteration (s): 0.31 | learning rate: 1.947E-04 | global batch size:   256 | lm loss: 3.936165E+00 | grad norm: 0.511 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 825.573 | TFLOPs: 28.90 |
7:  iteration     2560/   21553 | consumed samples:       655360 | consumed tokens:   1342177280 | elapsed time per iteration (s): 0.30 | learning rate: 1.947E-04 | global batch size:   256 | lm loss: 3.931639E+00 | grad norm: 0.467 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.801 | TFLOPs: 30.03 |
7:  iteration     2570/   21553 | consumed samples:       657920 | consumed tokens:   1347420160 | elapsed time per iteration (s): 0.31 | learning rate: 1.946E-04 | global batch size:   256 | lm loss: 3.920092E+00 | grad norm: 0.447 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 828.321 | TFLOPs: 29.00 |
7:  iteration     2580/   21553 | consumed samples:       660480 | consumed tokens:   1352663040 | elapsed time per iteration (s): 0.30 | learning rate: 1.946E-04 | global batch size:   256 | lm loss: 3.934937E+00 | grad norm: 0.458 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 842.459 | TFLOPs: 29.49 |
7:  iteration     2590/   21553 | consumed samples:       663040 | consumed tokens:   1357905920 | elapsed time per iteration (s): 0.30 | learning rate: 1.946E-04 | global batch size:   256 | lm loss: 3.910566E+00 | grad norm: 0.479 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 843.434 | TFLOPs: 29.53 |
7:  iteration     2600/   21553 | consumed samples:       665600 | consumed tokens:   1363148800 | elapsed time per iteration (s): 0.30 | learning rate: 1.945E-04 | global batch size:   256 | lm loss: 3.932404E+00 | grad norm: 0.519 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 844.907 | TFLOPs: 29.58 |
7:  iteration     2610/   21553 | consumed samples:       668160 | consumed tokens:   1368391680 | elapsed time per iteration (s): 0.30 | learning rate: 1.945E-04 | global batch size:   256 | lm loss: 3.926124E+00 | grad norm: 0.468 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 852.734 | TFLOPs: 29.85 |
7:  iteration     2620/   21553 | consumed samples:       670720 | consumed tokens:   1373634560 | elapsed time per iteration (s): 0.30 | learning rate: 1.944E-04 | global batch size:   256 | lm loss: 3.913421E+00 | grad norm: 0.544 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 842.305 | TFLOPs: 29.49 |
7:  iteration     2630/   21553 | consumed samples:       673280 | consumed tokens:   1378877440 | elapsed time per iteration (s): 0.30 | learning rate: 1.944E-04 | global batch size:   256 | lm loss: 3.920868E+00 | grad norm: 0.488 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 841.234 | TFLOPs: 29.45 |
7:  iteration     2640/   21553 | consumed samples:       675840 | consumed tokens:   1384120320 | elapsed time per iteration (s): 0.31 | learning rate: 1.943E-04 | global batch size:   256 | lm loss: 3.922128E+00 | grad norm: 0.517 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 835.137 | TFLOPs: 29.24 |
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7:  iteration     2730/   21553 | consumed samples:       698880 | consumed tokens:   1431306240 | elapsed time per iteration (s): 0.30 | learning rate: 1.939E-04 | global batch size:   256 | lm loss: 3.902625E+00 | grad norm: 0.535 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 844.649 | TFLOPs: 29.57 |
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7:  iteration     2750/   21553 | consumed samples:       704000 | consumed tokens:   1441792000 | elapsed time per iteration (s): 0.31 | learning rate: 1.938E-04 | global batch size:   256 | lm loss: 3.907699E+00 | grad norm: 0.447 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 829.589 | TFLOPs: 29.04 |
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7:  iteration     2770/   21553 | consumed samples:       709120 | consumed tokens:   1452277760 | elapsed time per iteration (s): 0.31 | learning rate: 1.937E-04 | global batch size:   256 | lm loss: 3.898607E+00 | grad norm: 0.444 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 825.807 | TFLOPs: 28.91 |
7:  iteration     2780/   21553 | consumed samples:       711680 | consumed tokens:   1457520640 | elapsed time per iteration (s): 0.30 | learning rate: 1.937E-04 | global batch size:   256 | lm loss: 3.901441E+00 | grad norm: 0.548 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.582 | TFLOPs: 29.88 |
7:  iteration     2790/   21553 | consumed samples:       714240 | consumed tokens:   1462763520 | elapsed time per iteration (s): 0.30 | learning rate: 1.936E-04 | global batch size:   256 | lm loss: 3.901213E+00 | grad norm: 0.497 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 840.219 | TFLOPs: 29.41 |
7:  iteration     2800/   21553 | consumed samples:       716800 | consumed tokens:   1468006400 | elapsed time per iteration (s): 0.30 | learning rate: 1.936E-04 | global batch size:   256 | lm loss: 3.878852E+00 | grad norm: 0.476 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 846.126 | TFLOPs: 29.62 |
7:  iteration     2810/   21553 | consumed samples:       719360 | consumed tokens:   1473249280 | elapsed time per iteration (s): 0.30 | learning rate: 1.935E-04 | global batch size:   256 | lm loss: 3.901683E+00 | grad norm: 0.480 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 843.385 | TFLOPs: 29.52 |
7:  iteration     2820/   21553 | consumed samples:       721920 | consumed tokens:   1478492160 | elapsed time per iteration (s): 0.30 | learning rate: 1.935E-04 | global batch size:   256 | lm loss: 3.888693E+00 | grad norm: 0.425 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 851.931 | TFLOPs: 29.82 |
7:  iteration     2830/   21553 | consumed samples:       724480 | consumed tokens:   1483735040 | elapsed time per iteration (s): 0.31 | learning rate: 1.934E-04 | global batch size:   256 | lm loss: 3.894745E+00 | grad norm: 0.445 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 837.984 | TFLOPs: 29.34 |
7:  iteration     2840/   21553 | consumed samples:       727040 | consumed tokens:   1488977920 | elapsed time per iteration (s): 0.31 | learning rate: 1.934E-04 | global batch size:   256 | lm loss: 3.896254E+00 | grad norm: 0.547 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 821.706 | TFLOPs: 28.77 |
7:  iteration     2850/   21553 | consumed samples:       729600 | consumed tokens:   1494220800 | elapsed time per iteration (s): 0.30 | learning rate: 1.933E-04 | global batch size:   256 | lm loss: 3.910876E+00 | grad norm: 0.955 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 848.337 | TFLOPs: 29.70 |
7:  iteration     2860/   21553 | consumed samples:       732160 | consumed tokens:   1499463680 | elapsed time per iteration (s): 0.31 | learning rate: 1.933E-04 | global batch size:   256 | lm loss: 3.923924E+00 | grad norm: 0.659 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 826.604 | TFLOPs: 28.94 |
7:  iteration     2870/   21553 | consumed samples:       734720 | consumed tokens:   1504706560 | elapsed time per iteration (s): 0.30 | learning rate: 1.932E-04 | global batch size:   256 | lm loss: 3.911198E+00 | grad norm: 0.551 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 848.671 | TFLOPs: 29.71 |
7:  iteration     2880/   21553 | consumed samples:       737280 | consumed tokens:   1509949440 | elapsed time per iteration (s): 0.30 | learning rate: 1.932E-04 | global batch size:   256 | lm loss: 3.899658E+00 | grad norm: 0.397 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.472 | TFLOPs: 29.91 |
7:  iteration     2890/   21553 | consumed samples:       739840 | consumed tokens:   1515192320 | elapsed time per iteration (s): 0.30 | learning rate: 1.931E-04 | global batch size:   256 | lm loss: 3.885179E+00 | grad norm: 0.396 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.851 | TFLOPs: 30.03 |
7:  iteration     2900/   21553 | consumed samples:       742400 | consumed tokens:   1520435200 | elapsed time per iteration (s): 0.30 | learning rate: 1.931E-04 | global batch size:   256 | lm loss: 3.867159E+00 | grad norm: 0.421 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 843.352 | TFLOPs: 29.52 |
7:  iteration     2910/   21553 | consumed samples:       744960 | consumed tokens:   1525678080 | elapsed time per iteration (s): 0.31 | learning rate: 1.930E-04 | global batch size:   256 | lm loss: 3.866451E+00 | grad norm: 0.434 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 835.367 | TFLOPs: 29.24 |
7:  iteration     2920/   21553 | consumed samples:       747520 | consumed tokens:   1530920960 | elapsed time per iteration (s): 0.30 | learning rate: 1.930E-04 | global batch size:   256 | lm loss: 3.875567E+00 | grad norm: 0.435 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 846.828 | TFLOPs: 29.65 |
7:  iteration     2930/   21553 | consumed samples:       750080 | consumed tokens:   1536163840 | elapsed time per iteration (s): 0.30 | learning rate: 1.929E-04 | global batch size:   256 | lm loss: 3.880882E+00 | grad norm: 0.403 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 845.072 | TFLOPs: 29.58 |
7:  iteration     2940/   21553 | consumed samples:       752640 | consumed tokens:   1541406720 | elapsed time per iteration (s): 0.31 | learning rate: 1.929E-04 | global batch size:   256 | lm loss: 3.879794E+00 | grad norm: 0.384 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 821.183 | TFLOPs: 28.75 |
7:  iteration     2950/   21553 | consumed samples:       755200 | consumed tokens:   1546649600 | elapsed time per iteration (s): 0.31 | learning rate: 1.928E-04 | global batch size:   256 | lm loss: 3.863016E+00 | grad norm: 0.386 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 836.433 | TFLOPs: 29.28 |
7:  iteration     2960/   21553 | consumed samples:       757760 | consumed tokens:   1551892480 | elapsed time per iteration (s): 0.30 | learning rate: 1.928E-04 | global batch size:   256 | lm loss: 3.872619E+00 | grad norm: 0.471 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 847.679 | TFLOPs: 29.67 |
7:  iteration     2970/   21553 | consumed samples:       760320 | consumed tokens:   1557135360 | elapsed time per iteration (s): 0.30 | learning rate: 1.927E-04 | global batch size:   256 | lm loss: 3.861990E+00 | grad norm: 0.387 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.648 | TFLOPs: 29.95 |
7:  iteration     2980/   21553 | consumed samples:       762880 | consumed tokens:   1562378240 | elapsed time per iteration (s): 0.30 | learning rate: 1.926E-04 | global batch size:   256 | lm loss: 3.851523E+00 | grad norm: 0.428 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.002 | TFLOPs: 30.28 |
7:  iteration     2990/   21553 | consumed samples:       765440 | consumed tokens:   1567621120 | elapsed time per iteration (s): 0.30 | learning rate: 1.926E-04 | global batch size:   256 | lm loss: 3.861269E+00 | grad norm: 0.410 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 848.713 | TFLOPs: 29.71 |
7:  iteration     3000/   21553 | consumed samples:       768000 | consumed tokens:   1572864000 | elapsed time per iteration (s): 0.30 | learning rate: 1.925E-04 | global batch size:   256 | lm loss: 3.853678E+00 | grad norm: 0.460 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 847.856 | TFLOPs: 29.68 |
7: -----------------------------------------------------------------------------------------------
7: validation loss at iteration 3000 | lm loss value: 3.809943E+00 | lm loss PPL: 4.514786E+01 | 
7: -----------------------------------------------------------------------------------------------
0: saving checkpoint at iteration    3000 to checkpoints_146m14b400m
0: [2023-03-15 22:13:27,649] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step3000 is begin to save!
0: [2023-03-15 22:13:27,652] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/layer_01-model_00-model_states.pt...
0: [2023-03-15 22:13:27,747] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step3000/layer_01-model_00-model_states.pt.
0: [2023-03-15 22:13:27,748] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/layer_03-model_00-model_states.pt...
0: [2023-03-15 22:13:27,763] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step3000/layer_03-model_00-model_states.pt.
0: [2023-03-15 22:13:27,764] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/layer_04-model_00-model_states.pt...
0: [2023-03-15 22:13:27,778] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step3000/layer_04-model_00-model_states.pt.
0: [2023-03-15 22:13:27,779] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/layer_05-model_00-model_states.pt...
0: [2023-03-15 22:13:27,793] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step3000/layer_05-model_00-model_states.pt.
0: [2023-03-15 22:13:27,794] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/layer_06-model_00-model_states.pt...
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0: [2023-03-15 22:13:27,823] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step3000/layer_07-model_00-model_states.pt.
0: [2023-03-15 22:13:27,824] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/layer_08-model_00-model_states.pt...
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0: [2023-03-15 22:13:27,853] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/layer_10-model_00-model_states.pt...
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0: [2023-03-15 22:13:27,868] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/layer_11-model_00-model_states.pt...
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0: [2023-03-15 22:13:27,883] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/layer_12-model_00-model_states.pt...
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0: [2023-03-15 22:13:27,898] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/layer_13-model_00-model_states.pt...
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0: [2023-03-15 22:13:27,913] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/layer_14-model_00-model_states.pt...
0: [2023-03-15 22:13:27,928] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step3000/layer_14-model_00-model_states.pt.
0: [2023-03-15 22:13:27,928] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/layer_15-model_00-model_states.pt...
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0: [2023-03-15 22:13:27,944] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/layer_16-model_00-model_states.pt...
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0: [2023-03-15 22:13:27,958] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/layer_17-model_00-model_states.pt...
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0: [2023-03-15 22:13:27,973] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/layer_19-model_00-model_states.pt...
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0: [2023-03-15 22:13:27,975] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step3000/mp_rank_00_model_states.pt
0: [2023-03-15 22:13:27,975] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/mp_rank_00_model_states.pt...
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0: [2023-03-15 22:13:27,994] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:13:27,994] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:13:27,994] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:13:27,994] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:13:27,994] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:13:27,994] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:13:27,994] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:13:27,994] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:13:27,994] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt...
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1: [2023-03-15 22:13:28,026] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:13:28,027] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
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3: [2023-03-15 22:13:28,027] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt
3: [2023-03-15 22:13:28,027] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt
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4: [2023-03-15 22:13:28,028] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
4: [2023-03-15 22:13:28,028] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
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6: [2023-03-15 22:13:28,028] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
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0: [2023-03-15 22:13:28,029] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt
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2: [2023-03-15 22:13:28,029] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
4: [2023-03-15 22:13:28,029] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:13:28,029] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
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6: [2023-03-15 22:13:28,029] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
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5: [2023-03-15 22:13:28,030] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
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1: [2023-03-15 22:13:28,030] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
1: [2023-03-15 22:13:28,030] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
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3: [2023-03-15 22:13:28,030] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
3: [2023-03-15 22:13:28,030] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt
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2: [2023-03-15 22:13:28,030] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:13:28,031] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
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6: [2023-03-15 22:13:28,037] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:13:28,037] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:13:28,037] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-15 22:13:28,037] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
6: [2023-03-15 22:13:28,037] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
6: [2023-03-15 22:13:28,037] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
6: [2023-03-15 22:13:28,037] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
6: [2023-03-15 22:13:28,037] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
5: [2023-03-15 22:13:28,039] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:13:28,039] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-15 22:13:28,039] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
1: [2023-03-15 22:13:28,041] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:13:28,041] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:13:28,041] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
1: [2023-03-15 22:13:28,041] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
1: [2023-03-15 22:13:28,041] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-15 22:13:28,041] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
4: [2023-03-15 22:13:28,042] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:13:28,042] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:13:28,042] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:13:28,043] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-15 22:13:28,043] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
4: [2023-03-15 22:13:28,043] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
4: [2023-03-15 22:13:28,043] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
4: [2023-03-15 22:13:28,043] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt
4: [2023-03-15 22:13:28,043] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
3: [2023-03-15 22:13:28,043] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:13:28,043] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt
3: [2023-03-15 22:13:28,043] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
0: [2023-03-15 22:13:28,057] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step3000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 22:13:28,057] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
0:   successfully saved checkpoint at iteration    3000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 414.55
7:  iteration     3010/   21553 | consumed samples:       770560 | consumed tokens:   1578106880 | elapsed time per iteration (s): 0.35 | learning rate: 1.925E-04 | global batch size:   256 | lm loss: 3.870670E+00 | grad norm: 0.407 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 739.002 | TFLOPs: 25.87 |
7:  iteration     3020/   21553 | consumed samples:       773120 | consumed tokens:   1583349760 | elapsed time per iteration (s): 0.30 | learning rate: 1.924E-04 | global batch size:   256 | lm loss: 3.850760E+00 | grad norm: 0.428 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 844.293 | TFLOPs: 29.56 |
7:  iteration     3030/   21553 | consumed samples:       775680 | consumed tokens:   1588592640 | elapsed time per iteration (s): 0.30 | learning rate: 1.924E-04 | global batch size:   256 | lm loss: 3.858355E+00 | grad norm: 0.452 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.249 | TFLOPs: 29.97 |
7:  iteration     3040/   21553 | consumed samples:       778240 | consumed tokens:   1593835520 | elapsed time per iteration (s): 0.31 | learning rate: 1.923E-04 | global batch size:   256 | lm loss: 3.860777E+00 | grad norm: 0.448 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 820.622 | TFLOPs: 28.73 |
7:  iteration     3050/   21553 | consumed samples:       780800 | consumed tokens:   1599078400 | elapsed time per iteration (s): 0.31 | learning rate: 1.923E-04 | global batch size:   256 | lm loss: 3.854163E+00 | grad norm: 0.414 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 834.459 | TFLOPs: 29.21 |
7:  iteration     3060/   21553 | consumed samples:       783360 | consumed tokens:   1604321280 | elapsed time per iteration (s): 0.31 | learning rate: 1.922E-04 | global batch size:   256 | lm loss: 3.844141E+00 | grad norm: 0.478 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 834.861 | TFLOPs: 29.23 |
7:  iteration     3070/   21553 | consumed samples:       785920 | consumed tokens:   1609564160 | elapsed time per iteration (s): 0.30 | learning rate: 1.922E-04 | global batch size:   256 | lm loss: 3.853611E+00 | grad norm: 0.431 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.974 | TFLOPs: 29.97 |
7:  iteration     3080/   21553 | consumed samples:       788480 | consumed tokens:   1614807040 | elapsed time per iteration (s): 0.30 | learning rate: 1.921E-04 | global batch size:   256 | lm loss: 3.841725E+00 | grad norm: 0.463 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.623 | TFLOPs: 29.92 |
7:  iteration     3090/   21553 | consumed samples:       791040 | consumed tokens:   1620049920 | elapsed time per iteration (s): 0.30 | learning rate: 1.921E-04 | global batch size:   256 | lm loss: 3.848963E+00 | grad norm: 0.476 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.286 | TFLOPs: 30.05 |
7:  iteration     3100/   21553 | consumed samples:       793600 | consumed tokens:   1625292800 | elapsed time per iteration (s): 0.31 | learning rate: 1.920E-04 | global batch size:   256 | lm loss: 3.841127E+00 | grad norm: 0.494 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 835.328 | TFLOPs: 29.24 |
7:  iteration     3110/   21553 | consumed samples:       796160 | consumed tokens:   1630535680 | elapsed time per iteration (s): 0.31 | learning rate: 1.920E-04 | global batch size:   256 | lm loss: 3.860427E+00 | grad norm: 0.428 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 829.851 | TFLOPs: 29.05 |
7:  iteration     3120/   21553 | consumed samples:       798720 | consumed tokens:   1635778560 | elapsed time per iteration (s): 0.30 | learning rate: 1.919E-04 | global batch size:   256 | lm loss: 3.842710E+00 | grad norm: 0.510 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.970 | TFLOPs: 30.00 |
7:  iteration     3130/   21553 | consumed samples:       801280 | consumed tokens:   1641021440 | elapsed time per iteration (s): 0.31 | learning rate: 1.918E-04 | global batch size:   256 | lm loss: 3.846658E+00 | grad norm: 0.437 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 836.160 | TFLOPs: 29.27 |
7:  iteration     3140/   21553 | consumed samples:       803840 | consumed tokens:   1646264320 | elapsed time per iteration (s): 0.30 | learning rate: 1.918E-04 | global batch size:   256 | lm loss: 3.842077E+00 | grad norm: 0.479 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 847.046 | TFLOPs: 29.65 |
7:  iteration     3150/   21553 | consumed samples:       806400 | consumed tokens:   1651507200 | elapsed time per iteration (s): 0.30 | learning rate: 1.917E-04 | global batch size:   256 | lm loss: 3.838915E+00 | grad norm: 0.411 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.379 | TFLOPs: 29.73 |
7:  iteration     3160/   21553 | consumed samples:       808960 | consumed tokens:   1656750080 | elapsed time per iteration (s): 0.30 | learning rate: 1.917E-04 | global batch size:   256 | lm loss: 3.844157E+00 | grad norm: 0.417 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 841.961 | TFLOPs: 29.47 |
7:  iteration     3170/   21553 | consumed samples:       811520 | consumed tokens:   1661992960 | elapsed time per iteration (s): 0.31 | learning rate: 1.916E-04 | global batch size:   256 | lm loss: 3.833792E+00 | grad norm: 0.459 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 828.025 | TFLOPs: 28.99 |
7:  iteration     3180/   21553 | consumed samples:       814080 | consumed tokens:   1667235840 | elapsed time per iteration (s): 0.31 | learning rate: 1.916E-04 | global batch size:   256 | lm loss: 3.839488E+00 | grad norm: 0.486 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 835.883 | TFLOPs: 29.26 |
7:  iteration     3190/   21553 | consumed samples:       816640 | consumed tokens:   1672478720 | elapsed time per iteration (s): 0.31 | learning rate: 1.915E-04 | global batch size:   256 | lm loss: 3.833881E+00 | grad norm: 0.441 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 829.387 | TFLOPs: 29.03 |
7:  iteration     3200/   21553 | consumed samples:       819200 | consumed tokens:   1677721600 | elapsed time per iteration (s): 0.31 | learning rate: 1.915E-04 | global batch size:   256 | lm loss: 3.827658E+00 | grad norm: 0.476 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 838.774 | TFLOPs: 29.36 |
7:  iteration     3210/   21553 | consumed samples:       821760 | consumed tokens:   1682964480 | elapsed time per iteration (s): 0.31 | learning rate: 1.914E-04 | global batch size:   256 | lm loss: 3.834405E+00 | grad norm: 0.439 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 838.518 | TFLOPs: 29.35 |
7:  iteration     3220/   21553 | consumed samples:       824320 | consumed tokens:   1688207360 | elapsed time per iteration (s): 0.31 | learning rate: 1.913E-04 | global batch size:   256 | lm loss: 3.834172E+00 | grad norm: 0.484 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 814.379 | TFLOPs: 28.51 |
7:  iteration     3230/   21553 | consumed samples:       826880 | consumed tokens:   1693450240 | elapsed time per iteration (s): 0.30 | learning rate: 1.913E-04 | global batch size:   256 | lm loss: 3.824173E+00 | grad norm: 0.426 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 847.429 | TFLOPs: 29.67 |
7:  iteration     3240/   21553 | consumed samples:       829440 | consumed tokens:   1698693120 | elapsed time per iteration (s): 0.30 | learning rate: 1.912E-04 | global batch size:   256 | lm loss: 3.828484E+00 | grad norm: 0.492 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.937 | TFLOPs: 30.07 |
7:  iteration     3250/   21553 | consumed samples:       832000 | consumed tokens:   1703936000 | elapsed time per iteration (s): 0.31 | learning rate: 1.912E-04 | global batch size:   256 | lm loss: 3.816085E+00 | grad norm: 0.451 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 834.912 | TFLOPs: 29.23 |
7:  iteration     3260/   21553 | consumed samples:       834560 | consumed tokens:   1709178880 | elapsed time per iteration (s): 0.30 | learning rate: 1.911E-04 | global batch size:   256 | lm loss: 3.823206E+00 | grad norm: 0.415 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.085 | TFLOPs: 29.90 |
7:  iteration     3270/   21553 | consumed samples:       837120 | consumed tokens:   1714421760 | elapsed time per iteration (s): 0.30 | learning rate: 1.911E-04 | global batch size:   256 | lm loss: 3.825244E+00 | grad norm: 0.428 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.566 | TFLOPs: 29.92 |
7:  iteration     3280/   21553 | consumed samples:       839680 | consumed tokens:   1719664640 | elapsed time per iteration (s): 0.30 | learning rate: 1.910E-04 | global batch size:   256 | lm loss: 3.826188E+00 | grad norm: 0.441 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.843 | TFLOPs: 30.24 |
7:  iteration     3290/   21553 | consumed samples:       842240 | consumed tokens:   1724907520 | elapsed time per iteration (s): 0.30 | learning rate: 1.909E-04 | global batch size:   256 | lm loss: 3.825465E+00 | grad norm: 0.442 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 848.654 | TFLOPs: 29.71 |
7:  iteration     3300/   21553 | consumed samples:       844800 | consumed tokens:   1730150400 | elapsed time per iteration (s): 0.30 | learning rate: 1.909E-04 | global batch size:   256 | lm loss: 3.807761E+00 | grad norm: 0.415 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.975 | TFLOPs: 30.00 |
7:  iteration     3310/   21553 | consumed samples:       847360 | consumed tokens:   1735393280 | elapsed time per iteration (s): 0.30 | learning rate: 1.908E-04 | global batch size:   256 | lm loss: 3.807277E+00 | grad norm: 0.531 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.190 | TFLOPs: 30.01 |
7:  iteration     3320/   21553 | consumed samples:       849920 | consumed tokens:   1740636160 | elapsed time per iteration (s): 0.30 | learning rate: 1.908E-04 | global batch size:   256 | lm loss: 3.805841E+00 | grad norm: 0.523 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 842.586 | TFLOPs: 29.50 |
7:  iteration     3330/   21553 | consumed samples:       852480 | consumed tokens:   1745879040 | elapsed time per iteration (s): 0.30 | learning rate: 1.907E-04 | global batch size:   256 | lm loss: 3.818628E+00 | grad norm: 0.417 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.361 | TFLOPs: 29.91 |
7:  iteration     3340/   21553 | consumed samples:       855040 | consumed tokens:   1751121920 | elapsed time per iteration (s): 0.30 | learning rate: 1.906E-04 | global batch size:   256 | lm loss: 3.811808E+00 | grad norm: 0.459 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.089 | TFLOPs: 30.00 |
7:  iteration     3350/   21553 | consumed samples:       857600 | consumed tokens:   1756364800 | elapsed time per iteration (s): 0.30 | learning rate: 1.906E-04 | global batch size:   256 | lm loss: 3.820118E+00 | grad norm: 0.394 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.350 | TFLOPs: 30.01 |
7:  iteration     3360/   21553 | consumed samples:       860160 | consumed tokens:   1761607680 | elapsed time per iteration (s): 0.30 | learning rate: 1.905E-04 | global batch size:   256 | lm loss: 3.808518E+00 | grad norm: 0.480 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.209 | TFLOPs: 29.90 |
7:  iteration     3370/   21553 | consumed samples:       862720 | consumed tokens:   1766850560 | elapsed time per iteration (s): 0.30 | learning rate: 1.905E-04 | global batch size:   256 | lm loss: 3.803746E+00 | grad norm: 0.452 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 842.065 | TFLOPs: 29.48 |
7:  iteration     3380/   21553 | consumed samples:       865280 | consumed tokens:   1772093440 | elapsed time per iteration (s): 0.30 | learning rate: 1.904E-04 | global batch size:   256 | lm loss: 3.810513E+00 | grad norm: 0.449 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 860.757 | TFLOPs: 30.13 |
7:  iteration     3390/   21553 | consumed samples:       867840 | consumed tokens:   1777336320 | elapsed time per iteration (s): 0.30 | learning rate: 1.903E-04 | global batch size:   256 | lm loss: 3.802250E+00 | grad norm: 0.427 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 844.913 | TFLOPs: 29.58 |
7:  iteration     3400/   21553 | consumed samples:       870400 | consumed tokens:   1782579200 | elapsed time per iteration (s): 0.30 | learning rate: 1.903E-04 | global batch size:   256 | lm loss: 3.809364E+00 | grad norm: 0.434 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 841.560 | TFLOPs: 29.46 |
7:  iteration     3410/   21553 | consumed samples:       872960 | consumed tokens:   1787822080 | elapsed time per iteration (s): 0.30 | learning rate: 1.902E-04 | global batch size:   256 | lm loss: 3.805716E+00 | grad norm: 0.419 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.225 | TFLOPs: 30.22 |
7:  iteration     3420/   21553 | consumed samples:       875520 | consumed tokens:   1793064960 | elapsed time per iteration (s): 0.31 | learning rate: 1.902E-04 | global batch size:   256 | lm loss: 3.799588E+00 | grad norm: 0.418 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 832.295 | TFLOPs: 29.14 |
7:  iteration     3430/   21553 | consumed samples:       878080 | consumed tokens:   1798307840 | elapsed time per iteration (s): 0.30 | learning rate: 1.901E-04 | global batch size:   256 | lm loss: 3.795633E+00 | grad norm: 0.384 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.232 | TFLOPs: 30.29 |
7:  iteration     3440/   21553 | consumed samples:       880640 | consumed tokens:   1803550720 | elapsed time per iteration (s): 0.30 | learning rate: 1.900E-04 | global batch size:   256 | lm loss: 3.790130E+00 | grad norm: 0.488 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.546 | TFLOPs: 30.30 |
7:  iteration     3450/   21553 | consumed samples:       883200 | consumed tokens:   1808793600 | elapsed time per iteration (s): 0.30 | learning rate: 1.900E-04 | global batch size:   256 | lm loss: 3.792965E+00 | grad norm: 0.432 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.204 | TFLOPs: 29.97 |
7:  iteration     3460/   21553 | consumed samples:       885760 | consumed tokens:   1814036480 | elapsed time per iteration (s): 0.31 | learning rate: 1.899E-04 | global batch size:   256 | lm loss: 3.800427E+00 | grad norm: 0.431 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 820.779 | TFLOPs: 28.73 |
7:  iteration     3470/   21553 | consumed samples:       888320 | consumed tokens:   1819279360 | elapsed time per iteration (s): 0.30 | learning rate: 1.899E-04 | global batch size:   256 | lm loss: 3.793900E+00 | grad norm: 0.402 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.801 | TFLOPs: 30.27 |
7:  iteration     3480/   21553 | consumed samples:       890880 | consumed tokens:   1824522240 | elapsed time per iteration (s): 0.30 | learning rate: 1.898E-04 | global batch size:   256 | lm loss: 3.791483E+00 | grad norm: 0.416 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 846.495 | TFLOPs: 29.63 |
7:  iteration     3490/   21553 | consumed samples:       893440 | consumed tokens:   1829765120 | elapsed time per iteration (s): 0.31 | learning rate: 1.897E-04 | global batch size:   256 | lm loss: 3.780238E+00 | grad norm: 0.403 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 837.048 | TFLOPs: 29.30 |
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7:  iteration     3630/   21553 | consumed samples:       929280 | consumed tokens:   1903165440 | elapsed time per iteration (s): 0.30 | learning rate: 1.889E-04 | global batch size:   256 | lm loss: 3.783018E+00 | grad norm: 0.430 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 847.304 | TFLOPs: 29.66 |
7:  iteration     3640/   21553 | consumed samples:       931840 | consumed tokens:   1908408320 | elapsed time per iteration (s): 0.31 | learning rate: 1.888E-04 | global batch size:   256 | lm loss: 3.773606E+00 | grad norm: 0.433 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 838.005 | TFLOPs: 29.34 |
7:  iteration     3650/   21553 | consumed samples:       934400 | consumed tokens:   1913651200 | elapsed time per iteration (s): 0.30 | learning rate: 1.887E-04 | global batch size:   256 | lm loss: 3.772760E+00 | grad norm: 0.415 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.435 | TFLOPs: 30.05 |
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7:  iteration     3750/   21553 | consumed samples:       960000 | consumed tokens:   1966080000 | elapsed time per iteration (s): 0.30 | learning rate: 1.881E-04 | global batch size:   256 | lm loss: 3.764678E+00 | grad norm: 0.407 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 840.703 | TFLOPs: 29.43 |
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7:  iteration     3800/   21553 | consumed samples:       972800 | consumed tokens:   1992294400 | elapsed time per iteration (s): 0.30 | learning rate: 1.878E-04 | global batch size:   256 | lm loss: 3.758409E+00 | grad norm: 0.396 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.019 | TFLOPs: 30.28 |
7:  iteration     3810/   21553 | consumed samples:       975360 | consumed tokens:   1997537280 | elapsed time per iteration (s): 0.30 | learning rate: 1.877E-04 | global batch size:   256 | lm loss: 3.753517E+00 | grad norm: 0.426 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.561 | TFLOPs: 29.99 |
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7:  iteration     3840/   21553 | consumed samples:       983040 | consumed tokens:   2013265920 | elapsed time per iteration (s): 0.30 | learning rate: 1.875E-04 | global batch size:   256 | lm loss: 3.757612E+00 | grad norm: 0.399 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.277 | TFLOPs: 29.87 |
7:  iteration     3850/   21553 | consumed samples:       985600 | consumed tokens:   2018508800 | elapsed time per iteration (s): 0.31 | learning rate: 1.874E-04 | global batch size:   256 | lm loss: 3.758041E+00 | grad norm: 0.417 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 836.593 | TFLOPs: 29.29 |
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7:  iteration     3910/   21553 | consumed samples:      1000960 | consumed tokens:   2049966080 | elapsed time per iteration (s): 0.30 | learning rate: 1.870E-04 | global batch size:   256 | lm loss: 3.746125E+00 | grad norm: 0.483 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.877 | TFLOPs: 30.03 |
7:  iteration     3920/   21553 | consumed samples:      1003520 | consumed tokens:   2055208960 | elapsed time per iteration (s): 0.30 | learning rate: 1.869E-04 | global batch size:   256 | lm loss: 3.745198E+00 | grad norm: 0.447 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.100 | TFLOPs: 29.97 |
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7:  iteration     3950/   21553 | consumed samples:      1011200 | consumed tokens:   2070937600 | elapsed time per iteration (s): 0.30 | learning rate: 1.867E-04 | global batch size:   256 | lm loss: 3.753817E+00 | grad norm: 0.410 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 850.205 | TFLOPs: 29.76 |
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7:  iteration     3970/   21553 | consumed samples:      1016320 | consumed tokens:   2081423360 | elapsed time per iteration (s): 0.30 | learning rate: 1.866E-04 | global batch size:   256 | lm loss: 3.744419E+00 | grad norm: 0.444 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.199 | TFLOPs: 29.97 |
7:  iteration     3980/   21553 | consumed samples:      1018880 | consumed tokens:   2086666240 | elapsed time per iteration (s): 0.30 | learning rate: 1.865E-04 | global batch size:   256 | lm loss: 3.749798E+00 | grad norm: 0.401 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.407 | TFLOPs: 29.95 |
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0: [2023-03-15 22:18:29,321] [INFO] [logging.py:68:log_dist] [Rank 0] step=4000, skipped=0, lr=[0.00018638652011758862, 0.00018638652011758862, 0.00018638652011758862], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration     4000/   21553 | consumed samples:      1024000 | consumed tokens:   2097152000 | elapsed time per iteration (s): 0.30 | learning rate: 1.864E-04 | global batch size:   256 | lm loss: 3.748246E+00 | grad norm: 0.452 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.608 | TFLOPs: 29.88 |
0: steps: 4000 loss: 3.7682 iter time (s): 0.301 samples/sec: 849.391
7: -----------------------------------------------------------------------------------------------
7: validation loss at iteration 4000 | lm loss value: 3.728704E+00 | lm loss PPL: 4.162513E+01 | 
7: -----------------------------------------------------------------------------------------------
0: saving checkpoint at iteration    4000 to checkpoints_146m14b400m
0: [2023-03-15 22:18:29,442] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step4000 is begin to save!
0: [2023-03-15 22:18:29,445] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/layer_01-model_00-model_states.pt...
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0: [2023-03-15 22:18:29,650] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/layer_11-model_00-model_states.pt...
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0: [2023-03-15 22:18:29,757] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step4000/mp_rank_00_model_states.pt
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0: [2023-03-15 22:18:29,759] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/mp_rank_00_model_states.pt.
0: [2023-03-15 22:18:29,775] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:18:29,775] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:18:29,775] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:18:29,775] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:18:29,775] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt...
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2: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt...
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2: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt...
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1: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt...
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6: [2023-03-15 22:18:29,775] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt...
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7: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
5: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt...
5: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt...
5: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt...
5: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt...
5: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
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4: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt...
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6: [2023-03-15 22:18:29,775] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt...
6: [2023-03-15 22:18:29,775] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt...
5: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt...
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0: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt...
5: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:18:29,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:18:29,807] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt.
0: [2023-03-15 22:18:29,807] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt.
0: [2023-03-15 22:18:29,807] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt
0: [2023-03-15 22:18:29,807] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
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3: [2023-03-15 22:18:29,810] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
7: [2023-03-15 22:18:29,810] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:18:29,810] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
7: [2023-03-15 22:18:29,810] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt
7: [2023-03-15 22:18:29,810] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
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7: [2023-03-15 22:18:29,811] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:18:29,811] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
7: [2023-03-15 22:18:29,811] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
4: [2023-03-15 22:18:29,811] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
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3: [2023-03-15 22:18:29,811] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:18:29,811] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt
3: [2023-03-15 22:18:29,811] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
0: [2023-03-15 22:18:29,811] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:18:29,811] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:18:29,811] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:18:29,811] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
0: [2023-03-15 22:18:29,811] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt
1: [2023-03-15 22:18:29,811] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
0: [2023-03-15 22:18:29,811] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
1: [2023-03-15 22:18:29,811] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
1: [2023-03-15 22:18:29,811] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
1: [2023-03-15 22:18:29,811] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
1: [2023-03-15 22:18:29,811] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
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0: [2023-03-15 22:18:29,812] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt
0: [2023-03-15 22:18:29,812] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
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3: [2023-03-15 22:18:29,813] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt
3: [2023-03-15 22:18:29,813] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
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5: [2023-03-15 22:18:29,813] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:18:29,813] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:18:29,813] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-15 22:18:29,813] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
3: [2023-03-15 22:18:29,813] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt
5: [2023-03-15 22:18:29,813] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
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5: [2023-03-15 22:18:29,813] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-15 22:18:29,813] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
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3: [2023-03-15 22:18:29,814] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
3: [2023-03-15 22:18:29,814] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
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6: [2023-03-15 22:18:29,814] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
7: [2023-03-15 22:18:29,814] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt
6: [2023-03-15 22:18:29,814] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
2: [2023-03-15 22:18:29,814] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:18:29,814] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
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2: [2023-03-15 22:18:29,815] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
1: [2023-03-15 22:18:29,814] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:18:29,815] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
1: [2023-03-15 22:18:29,815] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
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1: [2023-03-15 22:18:29,815] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
6: [2023-03-15 22:18:29,815] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:18:29,815] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
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6: [2023-03-15 22:18:29,815] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
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7: [2023-03-15 22:18:29,815] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:18:29,815] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
7: [2023-03-15 22:18:29,815] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
5: [2023-03-15 22:18:29,815] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
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5: [2023-03-15 22:18:29,815] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:18:29,815] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt
5: [2023-03-15 22:18:29,815] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
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2: [2023-03-15 22:18:29,816] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt.
2: [2023-03-15 22:18:29,816] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt
2: [2023-03-15 22:18:29,816] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt
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2: [2023-03-15 22:18:29,816] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
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1: [2023-03-15 22:18:29,816] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
5: [2023-03-15 22:18:29,816] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:18:29,816] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
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7: [2023-03-15 22:18:29,817] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
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4: [2023-03-15 22:18:29,817] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt
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4: [2023-03-15 22:18:29,817] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:18:29,817] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
4: [2023-03-15 22:18:29,817] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
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4: [2023-03-15 22:18:29,817] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
4: [2023-03-15 22:18:29,817] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt
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7: [2023-03-15 22:18:29,817] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt.
7: [2023-03-15 22:18:29,818] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
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1: [2023-03-15 22:18:29,819] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
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4: [2023-03-15 22:18:29,819] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt.
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4: [2023-03-15 22:18:29,819] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt
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2: [2023-03-15 22:18:29,819] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt.
2: [2023-03-15 22:18:29,819] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt
6: [2023-03-15 22:18:29,819] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:18:29,819] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt.
2: [2023-03-15 22:18:29,819] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
6: [2023-03-15 22:18:29,819] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
4: [2023-03-15 22:18:29,819] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt
6: [2023-03-15 22:18:29,819] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
4: [2023-03-15 22:18:29,819] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
7: [2023-03-15 22:18:29,819] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt.
7: [2023-03-15 22:18:29,819] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
6: [2023-03-15 22:18:29,819] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:18:29,820] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
2: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt.
7: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
2: [2023-03-15 22:18:29,820] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
2: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
5: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:18:29,820] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
5: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:18:29,820] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
5: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
0: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt.
0: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt.
0: [2023-03-15 22:18:29,820] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt
0: [2023-03-15 22:18:29,820] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt
0: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
4: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt.
0: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
0: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt.
0: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:18:29,820] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
0: [2023-03-15 22:18:29,820] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt
0: [2023-03-15 22:18:29,820] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt
4: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
0: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
0: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
6: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:18:29,820] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
6: [2023-03-15 22:18:29,820] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
6: [2023-03-15 22:18:29,821] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:18:29,821] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:18:29,821] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:18:29,821] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt
3: [2023-03-15 22:18:29,821] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
6: [2023-03-15 22:18:29,821] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-15 22:18:29,821] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
6: [2023-03-15 22:18:29,821] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
6: [2023-03-15 22:18:29,821] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
3: [2023-03-15 22:18:29,822] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:18:29,822] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt
3: [2023-03-15 22:18:29,822] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
3: [2023-03-15 22:18:29,825] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:18:29,825] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt
3: [2023-03-15 22:18:29,825] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
0: [2023-03-15 22:18:29,831] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step4000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 22:18:29,831] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
0:   successfully saved checkpoint at iteration    4000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 400.22
7:  iteration     4010/   21553 | consumed samples:      1026560 | consumed tokens:   2102394880 | elapsed time per iteration (s): 0.36 | learning rate: 1.863E-04 | global batch size:   256 | lm loss: 3.742381E+00 | grad norm: 0.396 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 716.899 | TFLOPs: 25.10 |
7:  iteration     4020/   21553 | consumed samples:      1029120 | consumed tokens:   2107637760 | elapsed time per iteration (s): 0.30 | learning rate: 1.862E-04 | global batch size:   256 | lm loss: 3.744246E+00 | grad norm: 0.478 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.069 | TFLOPs: 30.32 |
7:  iteration     4030/   21553 | consumed samples:      1031680 | consumed tokens:   2112880640 | elapsed time per iteration (s): 0.30 | learning rate: 1.862E-04 | global batch size:   256 | lm loss: 3.745623E+00 | grad norm: 0.406 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.244 | TFLOPs: 30.32 |
7:  iteration     4040/   21553 | consumed samples:      1034240 | consumed tokens:   2118123520 | elapsed time per iteration (s): 0.30 | learning rate: 1.861E-04 | global batch size:   256 | lm loss: 3.741618E+00 | grad norm: 0.440 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.947 | TFLOPs: 29.89 |
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7:  iteration     4060/   21553 | consumed samples:      1039360 | consumed tokens:   2128609280 | elapsed time per iteration (s): 0.30 | learning rate: 1.860E-04 | global batch size:   256 | lm loss: 3.753372E+00 | grad norm: 0.409 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.977 | TFLOPs: 30.28 |
7:  iteration     4070/   21553 | consumed samples:      1041920 | consumed tokens:   2133852160 | elapsed time per iteration (s): 0.31 | learning rate: 1.859E-04 | global batch size:   256 | lm loss: 3.743199E+00 | grad norm: 0.427 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 822.754 | TFLOPs: 28.80 |
7:  iteration     4080/   21553 | consumed samples:      1044480 | consumed tokens:   2139095040 | elapsed time per iteration (s): 0.30 | learning rate: 1.858E-04 | global batch size:   256 | lm loss: 3.728348E+00 | grad norm: 0.460 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.292 | TFLOPs: 30.33 |
7:  iteration     4090/   21553 | consumed samples:      1047040 | consumed tokens:   2144337920 | elapsed time per iteration (s): 0.30 | learning rate: 1.857E-04 | global batch size:   256 | lm loss: 3.744740E+00 | grad norm: 0.413 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.264 | TFLOPs: 30.29 |
7:  iteration     4100/   21553 | consumed samples:      1049600 | consumed tokens:   2149580800 | elapsed time per iteration (s): 0.30 | learning rate: 1.857E-04 | global batch size:   256 | lm loss: 3.726847E+00 | grad norm: 0.390 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.590 | TFLOPs: 30.30 |
7:  iteration     4110/   21553 | consumed samples:      1052160 | consumed tokens:   2154823680 | elapsed time per iteration (s): 0.30 | learning rate: 1.856E-04 | global batch size:   256 | lm loss: 3.726317E+00 | grad norm: 0.419 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 861.920 | TFLOPs: 30.17 |
7:  iteration     4120/   21553 | consumed samples:      1054720 | consumed tokens:   2160066560 | elapsed time per iteration (s): 0.30 | learning rate: 1.855E-04 | global batch size:   256 | lm loss: 3.735576E+00 | grad norm: 0.390 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.859 | TFLOPs: 30.28 |
7:  iteration     4130/   21553 | consumed samples:      1057280 | consumed tokens:   2165309440 | elapsed time per iteration (s): 0.30 | learning rate: 1.855E-04 | global batch size:   256 | lm loss: 3.739131E+00 | grad norm: 0.401 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.446 | TFLOPs: 30.30 |
7:  iteration     4140/   21553 | consumed samples:      1059840 | consumed tokens:   2170552320 | elapsed time per iteration (s): 0.31 | learning rate: 1.854E-04 | global batch size:   256 | lm loss: 3.731337E+00 | grad norm: 0.420 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 829.308 | TFLOPs: 29.03 |
7:  iteration     4150/   21553 | consumed samples:      1062400 | consumed tokens:   2175795200 | elapsed time per iteration (s): 0.30 | learning rate: 1.853E-04 | global batch size:   256 | lm loss: 3.706618E+00 | grad norm: 0.375 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.839 | TFLOPs: 29.75 |
7:  iteration     4160/   21553 | consumed samples:      1064960 | consumed tokens:   2181038080 | elapsed time per iteration (s): 0.30 | learning rate: 1.852E-04 | global batch size:   256 | lm loss: 3.715827E+00 | grad norm: 0.435 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.469 | TFLOPs: 30.02 |
7:  iteration     4170/   21553 | consumed samples:      1067520 | consumed tokens:   2186280960 | elapsed time per iteration (s): 0.30 | learning rate: 1.852E-04 | global batch size:   256 | lm loss: 3.722626E+00 | grad norm: 0.403 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 842.765 | TFLOPs: 29.50 |
7:  iteration     4180/   21553 | consumed samples:      1070080 | consumed tokens:   2191523840 | elapsed time per iteration (s): 0.30 | learning rate: 1.851E-04 | global batch size:   256 | lm loss: 3.727126E+00 | grad norm: 0.378 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 846.797 | TFLOPs: 29.64 |
7:  iteration     4190/   21553 | consumed samples:      1072640 | consumed tokens:   2196766720 | elapsed time per iteration (s): 0.30 | learning rate: 1.850E-04 | global batch size:   256 | lm loss: 3.716684E+00 | grad norm: 0.404 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.141 | TFLOPs: 29.97 |
7:  iteration     4200/   21553 | consumed samples:      1075200 | consumed tokens:   2202009600 | elapsed time per iteration (s): 0.30 | learning rate: 1.850E-04 | global batch size:   256 | lm loss: 3.724163E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 850.747 | TFLOPs: 29.78 |
7:  iteration     4210/   21553 | consumed samples:      1077760 | consumed tokens:   2207252480 | elapsed time per iteration (s): 0.30 | learning rate: 1.849E-04 | global batch size:   256 | lm loss: 3.715490E+00 | grad norm: 0.482 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.770 | TFLOPs: 30.24 |
7:  iteration     4220/   21553 | consumed samples:      1080320 | consumed tokens:   2212495360 | elapsed time per iteration (s): 0.30 | learning rate: 1.848E-04 | global batch size:   256 | lm loss: 3.736250E+00 | grad norm: 0.392 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 852.127 | TFLOPs: 29.83 |
7:  iteration     4230/   21553 | consumed samples:      1082880 | consumed tokens:   2217738240 | elapsed time per iteration (s): 0.31 | learning rate: 1.847E-04 | global batch size:   256 | lm loss: 3.720605E+00 | grad norm: 0.368 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 832.336 | TFLOPs: 29.14 |
7:  iteration     4240/   21553 | consumed samples:      1085440 | consumed tokens:   2222981120 | elapsed time per iteration (s): 0.31 | learning rate: 1.847E-04 | global batch size:   256 | lm loss: 3.711142E+00 | grad norm: 0.392 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 838.918 | TFLOPs: 29.37 |
7:  iteration     4250/   21553 | consumed samples:      1088000 | consumed tokens:   2228224000 | elapsed time per iteration (s): 0.30 | learning rate: 1.846E-04 | global batch size:   256 | lm loss: 3.721043E+00 | grad norm: 0.387 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.636 | TFLOPs: 30.30 |
7:  iteration     4260/   21553 | consumed samples:      1090560 | consumed tokens:   2233466880 | elapsed time per iteration (s): 0.30 | learning rate: 1.845E-04 | global batch size:   256 | lm loss: 3.718245E+00 | grad norm: 0.384 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 845.885 | TFLOPs: 29.61 |
7:  iteration     4270/   21553 | consumed samples:      1093120 | consumed tokens:   2238709760 | elapsed time per iteration (s): 0.30 | learning rate: 1.844E-04 | global batch size:   256 | lm loss: 3.712131E+00 | grad norm: 0.425 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 843.959 | TFLOPs: 29.54 |
7:  iteration     4280/   21553 | consumed samples:      1095680 | consumed tokens:   2243952640 | elapsed time per iteration (s): 0.30 | learning rate: 1.844E-04 | global batch size:   256 | lm loss: 3.712719E+00 | grad norm: 0.389 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.589 | TFLOPs: 30.34 |
7:  iteration     4290/   21553 | consumed samples:      1098240 | consumed tokens:   2249195520 | elapsed time per iteration (s): 0.30 | learning rate: 1.843E-04 | global batch size:   256 | lm loss: 3.713405E+00 | grad norm: 0.477 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.175 | TFLOPs: 30.32 |
7:  iteration     4300/   21553 | consumed samples:      1100800 | consumed tokens:   2254438400 | elapsed time per iteration (s): 0.30 | learning rate: 1.842E-04 | global batch size:   256 | lm loss: 3.714788E+00 | grad norm: 0.403 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 861.290 | TFLOPs: 30.15 |
7:  iteration     4310/   21553 | consumed samples:      1103360 | consumed tokens:   2259681280 | elapsed time per iteration (s): 0.30 | learning rate: 1.841E-04 | global batch size:   256 | lm loss: 3.720855E+00 | grad norm: 0.409 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.818 | TFLOPs: 29.89 |
7:  iteration     4320/   21553 | consumed samples:      1105920 | consumed tokens:   2264924160 | elapsed time per iteration (s): 0.30 | learning rate: 1.841E-04 | global batch size:   256 | lm loss: 3.727869E+00 | grad norm: 0.435 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.238 | TFLOPs: 30.25 |
7:  iteration     4330/   21553 | consumed samples:      1108480 | consumed tokens:   2270167040 | elapsed time per iteration (s): 0.30 | learning rate: 1.840E-04 | global batch size:   256 | lm loss: 3.724437E+00 | grad norm: 0.465 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.788 | TFLOPs: 30.27 |
7:  iteration     4340/   21553 | consumed samples:      1111040 | consumed tokens:   2275409920 | elapsed time per iteration (s): 0.30 | learning rate: 1.839E-04 | global batch size:   256 | lm loss: 3.715746E+00 | grad norm: 0.417 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.448 | TFLOPs: 29.91 |
7:  iteration     4350/   21553 | consumed samples:      1113600 | consumed tokens:   2280652800 | elapsed time per iteration (s): 0.30 | learning rate: 1.838E-04 | global batch size:   256 | lm loss: 3.714723E+00 | grad norm: 0.409 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 843.344 | TFLOPs: 29.52 |
7:  iteration     4360/   21553 | consumed samples:      1116160 | consumed tokens:   2285895680 | elapsed time per iteration (s): 0.31 | learning rate: 1.838E-04 | global batch size:   256 | lm loss: 3.703110E+00 | grad norm: 0.435 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 837.908 | TFLOPs: 29.33 |
7:  iteration     4370/   21553 | consumed samples:      1118720 | consumed tokens:   2291138560 | elapsed time per iteration (s): 0.30 | learning rate: 1.837E-04 | global batch size:   256 | lm loss: 3.699036E+00 | grad norm: 0.388 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.666 | TFLOPs: 30.30 |
7:  iteration     4380/   21553 | consumed samples:      1121280 | consumed tokens:   2296381440 | elapsed time per iteration (s): 0.30 | learning rate: 1.836E-04 | global batch size:   256 | lm loss: 3.709921E+00 | grad norm: 0.404 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.487 | TFLOPs: 30.30 |
7:  iteration     4390/   21553 | consumed samples:      1123840 | consumed tokens:   2301624320 | elapsed time per iteration (s): 0.30 | learning rate: 1.835E-04 | global batch size:   256 | lm loss: 3.695910E+00 | grad norm: 0.484 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.215 | TFLOPs: 30.32 |
7:  iteration     4400/   21553 | consumed samples:      1126400 | consumed tokens:   2306867200 | elapsed time per iteration (s): 0.30 | learning rate: 1.835E-04 | global batch size:   256 | lm loss: 3.711497E+00 | grad norm: 0.398 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.900 | TFLOPs: 29.96 |
7:  iteration     4410/   21553 | consumed samples:      1128960 | consumed tokens:   2312110080 | elapsed time per iteration (s): 0.30 | learning rate: 1.834E-04 | global batch size:   256 | lm loss: 3.712348E+00 | grad norm: 0.397 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.114 | TFLOPs: 30.32 |
7:  iteration     4420/   21553 | consumed samples:      1131520 | consumed tokens:   2317352960 | elapsed time per iteration (s): 0.30 | learning rate: 1.833E-04 | global batch size:   256 | lm loss: 3.716651E+00 | grad norm: 0.425 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.466 | TFLOPs: 30.33 |
7:  iteration     4430/   21553 | consumed samples:      1134080 | consumed tokens:   2322595840 | elapsed time per iteration (s): 0.30 | learning rate: 1.832E-04 | global batch size:   256 | lm loss: 3.701106E+00 | grad norm: 0.418 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.303 | TFLOPs: 29.94 |
7:  iteration     4440/   21553 | consumed samples:      1136640 | consumed tokens:   2327838720 | elapsed time per iteration (s): 0.30 | learning rate: 1.831E-04 | global batch size:   256 | lm loss: 3.707085E+00 | grad norm: 0.451 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.878 | TFLOPs: 30.31 |
7:  iteration     4450/   21553 | consumed samples:      1139200 | consumed tokens:   2333081600 | elapsed time per iteration (s): 0.30 | learning rate: 1.831E-04 | global batch size:   256 | lm loss: 3.717247E+00 | grad norm: 0.386 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.819 | TFLOPs: 30.31 |
7:  iteration     4460/   21553 | consumed samples:      1141760 | consumed tokens:   2338324480 | elapsed time per iteration (s): 0.30 | learning rate: 1.830E-04 | global batch size:   256 | lm loss: 3.700574E+00 | grad norm: 0.421 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.738 | TFLOPs: 30.34 |
7:  iteration     4470/   21553 | consumed samples:      1144320 | consumed tokens:   2343567360 | elapsed time per iteration (s): 0.30 | learning rate: 1.829E-04 | global batch size:   256 | lm loss: 3.698920E+00 | grad norm: 0.385 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.945 | TFLOPs: 30.35 |
7:  iteration     4480/   21553 | consumed samples:      1146880 | consumed tokens:   2348810240 | elapsed time per iteration (s): 0.30 | learning rate: 1.828E-04 | global batch size:   256 | lm loss: 3.713191E+00 | grad norm: 0.375 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.679 | TFLOPs: 30.34 |
7:  iteration     4490/   21553 | consumed samples:      1149440 | consumed tokens:   2354053120 | elapsed time per iteration (s): 0.31 | learning rate: 1.828E-04 | global batch size:   256 | lm loss: 3.716792E+00 | grad norm: 0.412 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 829.575 | TFLOPs: 29.04 |
7:  iteration     4500/   21553 | consumed samples:      1152000 | consumed tokens:   2359296000 | elapsed time per iteration (s): 0.30 | learning rate: 1.827E-04 | global batch size:   256 | lm loss: 3.695904E+00 | grad norm: 0.388 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.205 | TFLOPs: 30.32 |
7:  iteration     4510/   21553 | consumed samples:      1154560 | consumed tokens:   2364538880 | elapsed time per iteration (s): 0.30 | learning rate: 1.826E-04 | global batch size:   256 | lm loss: 3.692741E+00 | grad norm: 0.415 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.481 | TFLOPs: 29.98 |
7:  iteration     4520/   21553 | consumed samples:      1157120 | consumed tokens:   2369781760 | elapsed time per iteration (s): 0.30 | learning rate: 1.825E-04 | global batch size:   256 | lm loss: 3.701677E+00 | grad norm: 0.410 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.220 | TFLOPs: 30.32 |
7:  iteration     4530/   21553 | consumed samples:      1159680 | consumed tokens:   2375024640 | elapsed time per iteration (s): 0.30 | learning rate: 1.824E-04 | global batch size:   256 | lm loss: 3.694468E+00 | grad norm: 0.377 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.182 | TFLOPs: 30.32 |
7:  iteration     4540/   21553 | consumed samples:      1162240 | consumed tokens:   2380267520 | elapsed time per iteration (s): 0.30 | learning rate: 1.824E-04 | global batch size:   256 | lm loss: 3.708628E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.773 | TFLOPs: 29.99 |
7:  iteration     4550/   21553 | consumed samples:      1164800 | consumed tokens:   2385510400 | elapsed time per iteration (s): 0.30 | learning rate: 1.823E-04 | global batch size:   256 | lm loss: 3.688144E+00 | grad norm: 0.408 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.576 | TFLOPs: 30.30 |
7:  iteration     4560/   21553 | consumed samples:      1167360 | consumed tokens:   2390753280 | elapsed time per iteration (s): 0.30 | learning rate: 1.822E-04 | global batch size:   256 | lm loss: 3.696887E+00 | grad norm: 0.463 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.074 | TFLOPs: 30.21 |
7:  iteration     4570/   21553 | consumed samples:      1169920 | consumed tokens:   2395996160 | elapsed time per iteration (s): 0.31 | learning rate: 1.821E-04 | global batch size:   256 | lm loss: 3.698161E+00 | grad norm: 0.370 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 822.645 | TFLOPs: 28.80 |
7:  iteration     4580/   21553 | consumed samples:      1172480 | consumed tokens:   2401239040 | elapsed time per iteration (s): 0.30 | learning rate: 1.820E-04 | global batch size:   256 | lm loss: 3.695691E+00 | grad norm: 0.459 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 846.333 | TFLOPs: 29.63 |
7:  iteration     4590/   21553 | consumed samples:      1175040 | consumed tokens:   2406481920 | elapsed time per iteration (s): 0.30 | learning rate: 1.820E-04 | global batch size:   256 | lm loss: 3.690725E+00 | grad norm: 0.386 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.188 | TFLOPs: 29.73 |
7:  iteration     4600/   21553 | consumed samples:      1177600 | consumed tokens:   2411724800 | elapsed time per iteration (s): 0.31 | learning rate: 1.819E-04 | global batch size:   256 | lm loss: 3.694439E+00 | grad norm: 0.464 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 838.122 | TFLOPs: 29.34 |
7:  iteration     4610/   21553 | consumed samples:      1180160 | consumed tokens:   2416967680 | elapsed time per iteration (s): 0.30 | learning rate: 1.818E-04 | global batch size:   256 | lm loss: 3.714410E+00 | grad norm: 0.415 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.376 | TFLOPs: 30.01 |
7:  iteration     4620/   21553 | consumed samples:      1182720 | consumed tokens:   2422210560 | elapsed time per iteration (s): 0.31 | learning rate: 1.817E-04 | global batch size:   256 | lm loss: 3.696322E+00 | grad norm: 0.450 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 835.925 | TFLOPs: 29.26 |
7:  iteration     4630/   21553 | consumed samples:      1185280 | consumed tokens:   2427453440 | elapsed time per iteration (s): 0.30 | learning rate: 1.816E-04 | global batch size:   256 | lm loss: 3.691219E+00 | grad norm: 0.393 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.630 | TFLOPs: 30.34 |
7:  iteration     4640/   21553 | consumed samples:      1187840 | consumed tokens:   2432696320 | elapsed time per iteration (s): 0.30 | learning rate: 1.816E-04 | global batch size:   256 | lm loss: 3.689918E+00 | grad norm: 0.435 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.236 | TFLOPs: 29.94 |
7:  iteration     4650/   21553 | consumed samples:      1190400 | consumed tokens:   2437939200 | elapsed time per iteration (s): 0.30 | learning rate: 1.815E-04 | global batch size:   256 | lm loss: 3.690372E+00 | grad norm: 0.384 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.113 | TFLOPs: 30.36 |
7:  iteration     4660/   21553 | consumed samples:      1192960 | consumed tokens:   2443182080 | elapsed time per iteration (s): 0.30 | learning rate: 1.814E-04 | global batch size:   256 | lm loss: 3.684833E+00 | grad norm: 0.405 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.419 | TFLOPs: 30.30 |
7:  iteration     4670/   21553 | consumed samples:      1195520 | consumed tokens:   2448424960 | elapsed time per iteration (s): 0.30 | learning rate: 1.813E-04 | global batch size:   256 | lm loss: 3.682144E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.193 | TFLOPs: 30.25 |
7:  iteration     4680/   21553 | consumed samples:      1198080 | consumed tokens:   2453667840 | elapsed time per iteration (s): 0.30 | learning rate: 1.812E-04 | global batch size:   256 | lm loss: 3.681256E+00 | grad norm: 0.414 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.082 | TFLOPs: 30.28 |
7:  iteration     4690/   21553 | consumed samples:      1200640 | consumed tokens:   2458910720 | elapsed time per iteration (s): 0.30 | learning rate: 1.812E-04 | global batch size:   256 | lm loss: 3.682162E+00 | grad norm: 0.448 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.549 | TFLOPs: 30.06 |
7:  iteration     4700/   21553 | consumed samples:      1203200 | consumed tokens:   2464153600 | elapsed time per iteration (s): 0.30 | learning rate: 1.811E-04 | global batch size:   256 | lm loss: 3.679499E+00 | grad norm: 0.392 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 852.489 | TFLOPs: 29.84 |
7:  iteration     4710/   21553 | consumed samples:      1205760 | consumed tokens:   2469396480 | elapsed time per iteration (s): 0.30 | learning rate: 1.810E-04 | global batch size:   256 | lm loss: 3.678597E+00 | grad norm: 0.448 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.530 | TFLOPs: 29.88 |
7:  iteration     4720/   21553 | consumed samples:      1208320 | consumed tokens:   2474639360 | elapsed time per iteration (s): 0.30 | learning rate: 1.809E-04 | global batch size:   256 | lm loss: 3.681636E+00 | grad norm: 0.456 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.816 | TFLOPs: 30.34 |
7:  iteration     4730/   21553 | consumed samples:      1210880 | consumed tokens:   2479882240 | elapsed time per iteration (s): 0.30 | learning rate: 1.808E-04 | global batch size:   256 | lm loss: 3.691801E+00 | grad norm: 0.401 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.830 | TFLOPs: 29.93 |
7:  iteration     4740/   21553 | consumed samples:      1213440 | consumed tokens:   2485125120 | elapsed time per iteration (s): 0.30 | learning rate: 1.808E-04 | global batch size:   256 | lm loss: 3.674257E+00 | grad norm: 0.371 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.031 | TFLOPs: 29.97 |
7:  iteration     4750/   21553 | consumed samples:      1216000 | consumed tokens:   2490368000 | elapsed time per iteration (s): 0.30 | learning rate: 1.807E-04 | global batch size:   256 | lm loss: 3.686429E+00 | grad norm: 0.376 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.657 | TFLOPs: 30.02 |
7:  iteration     4760/   21553 | consumed samples:      1218560 | consumed tokens:   2495610880 | elapsed time per iteration (s): 0.30 | learning rate: 1.806E-04 | global batch size:   256 | lm loss: 3.683138E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.331 | TFLOPs: 30.33 |
7:  iteration     4770/   21553 | consumed samples:      1221120 | consumed tokens:   2500853760 | elapsed time per iteration (s): 0.30 | learning rate: 1.805E-04 | global batch size:   256 | lm loss: 3.672128E+00 | grad norm: 0.447 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.506 | TFLOPs: 30.30 |
7:  iteration     4780/   21553 | consumed samples:      1223680 | consumed tokens:   2506096640 | elapsed time per iteration (s): 0.30 | learning rate: 1.804E-04 | global batch size:   256 | lm loss: 3.671503E+00 | grad norm: 0.438 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.545 | TFLOPs: 30.34 |
7:  iteration     4790/   21553 | consumed samples:      1226240 | consumed tokens:   2511339520 | elapsed time per iteration (s): 0.30 | learning rate: 1.803E-04 | global batch size:   256 | lm loss: 3.686561E+00 | grad norm: 0.409 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.584 | TFLOPs: 30.30 |
7:  iteration     4800/   21553 | consumed samples:      1228800 | consumed tokens:   2516582400 | elapsed time per iteration (s): 0.30 | learning rate: 1.803E-04 | global batch size:   256 | lm loss: 3.685515E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.480 | TFLOPs: 30.30 |
7:  iteration     4810/   21553 | consumed samples:      1231360 | consumed tokens:   2521825280 | elapsed time per iteration (s): 0.30 | learning rate: 1.802E-04 | global batch size:   256 | lm loss: 3.678138E+00 | grad norm: 0.437 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.069 | TFLOPs: 29.97 |
7:  iteration     4820/   21553 | consumed samples:      1233920 | consumed tokens:   2527068160 | elapsed time per iteration (s): 0.30 | learning rate: 1.801E-04 | global batch size:   256 | lm loss: 3.669689E+00 | grad norm: 0.382 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.635 | TFLOPs: 30.27 |
7:  iteration     4830/   21553 | consumed samples:      1236480 | consumed tokens:   2532311040 | elapsed time per iteration (s): 0.30 | learning rate: 1.800E-04 | global batch size:   256 | lm loss: 3.673016E+00 | grad norm: 0.420 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.426 | TFLOPs: 30.30 |
7:  iteration     4840/   21553 | consumed samples:      1239040 | consumed tokens:   2537553920 | elapsed time per iteration (s): 0.30 | learning rate: 1.799E-04 | global batch size:   256 | lm loss: 3.688886E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.297 | TFLOPs: 29.91 |
7:  iteration     4850/   21553 | consumed samples:      1241600 | consumed tokens:   2542796800 | elapsed time per iteration (s): 0.30 | learning rate: 1.798E-04 | global batch size:   256 | lm loss: 3.668270E+00 | grad norm: 0.400 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 850.204 | TFLOPs: 29.76 |
7:  iteration     4860/   21553 | consumed samples:      1244160 | consumed tokens:   2548039680 | elapsed time per iteration (s): 0.30 | learning rate: 1.798E-04 | global batch size:   256 | lm loss: 3.671691E+00 | grad norm: 0.389 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.152 | TFLOPs: 30.01 |
7:  iteration     4870/   21553 | consumed samples:      1246720 | consumed tokens:   2553282560 | elapsed time per iteration (s): 0.30 | learning rate: 1.797E-04 | global batch size:   256 | lm loss: 3.659998E+00 | grad norm: 0.372 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.317 | TFLOPs: 30.33 |
7:  iteration     4880/   21553 | consumed samples:      1249280 | consumed tokens:   2558525440 | elapsed time per iteration (s): 0.30 | learning rate: 1.796E-04 | global batch size:   256 | lm loss: 3.672647E+00 | grad norm: 0.366 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.871 | TFLOPs: 30.24 |
7:  iteration     4890/   21553 | consumed samples:      1251840 | consumed tokens:   2563768320 | elapsed time per iteration (s): 0.30 | learning rate: 1.795E-04 | global batch size:   256 | lm loss: 3.676558E+00 | grad norm: 0.415 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.103 | TFLOPs: 30.32 |
7:  iteration     4900/   21553 | consumed samples:      1254400 | consumed tokens:   2569011200 | elapsed time per iteration (s): 0.30 | learning rate: 1.794E-04 | global batch size:   256 | lm loss: 3.663021E+00 | grad norm: 0.364 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 852.044 | TFLOPs: 29.83 |
7:  iteration     4910/   21553 | consumed samples:      1256960 | consumed tokens:   2574254080 | elapsed time per iteration (s): 0.30 | learning rate: 1.793E-04 | global batch size:   256 | lm loss: 3.667248E+00 | grad norm: 0.419 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.784 | TFLOPs: 30.31 |
7:  iteration     4920/   21553 | consumed samples:      1259520 | consumed tokens:   2579496960 | elapsed time per iteration (s): 0.30 | learning rate: 1.793E-04 | global batch size:   256 | lm loss: 3.680693E+00 | grad norm: 0.422 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.430 | TFLOPs: 30.30 |
7:  iteration     4930/   21553 | consumed samples:      1262080 | consumed tokens:   2584739840 | elapsed time per iteration (s): 0.30 | learning rate: 1.792E-04 | global batch size:   256 | lm loss: 3.670334E+00 | grad norm: 0.377 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.187 | TFLOPs: 30.29 |
7:  iteration     4940/   21553 | consumed samples:      1264640 | consumed tokens:   2589982720 | elapsed time per iteration (s): 0.31 | learning rate: 1.791E-04 | global batch size:   256 | lm loss: 3.661638E+00 | grad norm: 0.423 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 831.107 | TFLOPs: 29.09 |
7:  iteration     4950/   21553 | consumed samples:      1267200 | consumed tokens:   2595225600 | elapsed time per iteration (s): 0.30 | learning rate: 1.790E-04 | global batch size:   256 | lm loss: 3.659020E+00 | grad norm: 0.386 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 852.816 | TFLOPs: 29.85 |
7:  iteration     4960/   21553 | consumed samples:      1269760 | consumed tokens:   2600468480 | elapsed time per iteration (s): 0.30 | learning rate: 1.789E-04 | global batch size:   256 | lm loss: 3.648952E+00 | grad norm: 0.395 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 862.778 | TFLOPs: 30.20 |
7:  iteration     4970/   21553 | consumed samples:      1272320 | consumed tokens:   2605711360 | elapsed time per iteration (s): 0.30 | learning rate: 1.788E-04 | global batch size:   256 | lm loss: 3.659663E+00 | grad norm: 0.403 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 850.741 | TFLOPs: 29.78 |
7:  iteration     4980/   21553 | consumed samples:      1274880 | consumed tokens:   2610954240 | elapsed time per iteration (s): 0.30 | learning rate: 1.787E-04 | global batch size:   256 | lm loss: 3.661260E+00 | grad norm: 0.419 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.439 | TFLOPs: 29.98 |
7:  iteration     4990/   21553 | consumed samples:      1277440 | consumed tokens:   2616197120 | elapsed time per iteration (s): 0.30 | learning rate: 1.787E-04 | global batch size:   256 | lm loss: 3.663792E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.890 | TFLOPs: 30.35 |
7:  iteration     5000/   21553 | consumed samples:      1280000 | consumed tokens:   2621440000 | elapsed time per iteration (s): 0.30 | learning rate: 1.786E-04 | global batch size:   256 | lm loss: 3.669217E+00 | grad norm: 0.424 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.770 | TFLOPs: 30.34 |
7: -----------------------------------------------------------------------------------------------
7: validation loss at iteration 5000 | lm loss value: 3.656700E+00 | lm loss PPL: 3.873331E+01 | 
7: -----------------------------------------------------------------------------------------------
0: saving checkpoint at iteration    5000 to checkpoints_146m14b400m
0: [2023-03-15 22:23:28,567] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step5000 is begin to save!
0: [2023-03-15 22:23:28,571] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/layer_01-model_00-model_states.pt...
0: [2023-03-15 22:23:28,655] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/layer_01-model_00-model_states.pt.
0: [2023-03-15 22:23:28,656] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/layer_03-model_00-model_states.pt...
0: [2023-03-15 22:23:28,671] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/layer_03-model_00-model_states.pt.
0: [2023-03-15 22:23:28,672] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/layer_04-model_00-model_states.pt...
0: [2023-03-15 22:23:28,686] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/layer_04-model_00-model_states.pt.
0: [2023-03-15 22:23:28,687] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/layer_05-model_00-model_states.pt...
0: [2023-03-15 22:23:28,701] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/layer_05-model_00-model_states.pt.
0: [2023-03-15 22:23:28,702] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/layer_06-model_00-model_states.pt...
0: [2023-03-15 22:23:28,716] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/layer_06-model_00-model_states.pt.
0: [2023-03-15 22:23:28,717] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/layer_07-model_00-model_states.pt...
0: [2023-03-15 22:23:28,731] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/layer_07-model_00-model_states.pt.
0: [2023-03-15 22:23:28,732] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/layer_08-model_00-model_states.pt...
0: [2023-03-15 22:23:28,746] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/layer_08-model_00-model_states.pt.
0: [2023-03-15 22:23:28,746] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/layer_09-model_00-model_states.pt...
0: [2023-03-15 22:23:28,761] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/layer_09-model_00-model_states.pt.
0: [2023-03-15 22:23:28,761] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/layer_10-model_00-model_states.pt...
0: [2023-03-15 22:23:28,776] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/layer_10-model_00-model_states.pt.
0: [2023-03-15 22:23:28,776] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/layer_11-model_00-model_states.pt...
0: [2023-03-15 22:23:28,791] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/layer_11-model_00-model_states.pt.
0: [2023-03-15 22:23:28,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/layer_12-model_00-model_states.pt...
0: [2023-03-15 22:23:28,806] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/layer_12-model_00-model_states.pt.
0: [2023-03-15 22:23:28,806] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/layer_13-model_00-model_states.pt...
0: [2023-03-15 22:23:28,821] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/layer_13-model_00-model_states.pt.
0: [2023-03-15 22:23:28,821] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/layer_14-model_00-model_states.pt...
0: [2023-03-15 22:23:28,836] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/layer_14-model_00-model_states.pt.
0: [2023-03-15 22:23:28,836] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/layer_15-model_00-model_states.pt...
0: [2023-03-15 22:23:28,851] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/layer_15-model_00-model_states.pt.
0: [2023-03-15 22:23:28,851] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/layer_16-model_00-model_states.pt...
0: [2023-03-15 22:23:28,866] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/layer_16-model_00-model_states.pt.
0: [2023-03-15 22:23:28,866] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/layer_17-model_00-model_states.pt...
0: [2023-03-15 22:23:28,881] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/layer_17-model_00-model_states.pt.
0: [2023-03-15 22:23:28,881] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/layer_19-model_00-model_states.pt...
0: [2023-03-15 22:23:28,882] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/layer_19-model_00-model_states.pt.
0: [2023-03-15 22:23:28,883] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step5000/mp_rank_00_model_states.pt
0: [2023-03-15 22:23:28,883] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/mp_rank_00_model_states.pt...
0: [2023-03-15 22:23:28,885] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/mp_rank_00_model_states.pt.
0: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt...
6: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt...
6: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt...
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6: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt...
6: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
5: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt...
5: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt...
5: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt...
5: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt...
5: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
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1: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt...
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1: [2023-03-15 22:23:28,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt...
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7: [2023-03-15 22:23:28,944] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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5: [2023-03-15 22:23:28,944] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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6: [2023-03-15 22:23:28,945] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-15 22:23:28,945] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
6: [2023-03-15 22:23:28,945] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:23:28,945] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
2: [2023-03-15 22:23:28,945] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:23:28,945] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
2: [2023-03-15 22:23:28,945] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
2: [2023-03-15 22:23:28,945] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
2: [2023-03-15 22:23:28,945] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt.
2: [2023-03-15 22:23:28,945] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
2: [2023-03-15 22:23:28,945] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt.
2: [2023-03-15 22:23:28,945] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt.
2: [2023-03-15 22:23:28,945] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
2: [2023-03-15 22:23:28,945] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
2: [2023-03-15 22:23:28,945] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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2: [2023-03-15 22:23:28,945] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
7: [2023-03-15 22:23:28,946] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:23:28,946] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt.
7: [2023-03-15 22:23:28,946] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
3: [2023-03-15 22:23:28,946] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt
7: [2023-03-15 22:23:28,946] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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0: [2023-03-15 22:23:28,946] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt.
0: [2023-03-15 22:23:28,946] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt
0: [2023-03-15 22:23:28,946] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt
0: [2023-03-15 22:23:28,946] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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1: [2023-03-15 22:23:28,946] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:23:28,947] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
1: [2023-03-15 22:23:28,947] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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3: [2023-03-15 22:23:28,947] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
3: [2023-03-15 22:23:28,947] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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3: [2023-03-15 22:23:28,947] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt
3: [2023-03-15 22:23:28,948] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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3: [2023-03-15 22:23:28,948] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt
3: [2023-03-15 22:23:28,948] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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7: [2023-03-15 22:23:28,948] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt.
7: [2023-03-15 22:23:28,948] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt.
7: [2023-03-15 22:23:28,948] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
7: [2023-03-15 22:23:28,948] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
7: [2023-03-15 22:23:28,948] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt
7: [2023-03-15 22:23:28,948] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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0: [2023-03-15 22:23:28,949] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt.
0: [2023-03-15 22:23:28,949] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt
0: [2023-03-15 22:23:28,949] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt
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1: [2023-03-15 22:23:28,951] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
1: [2023-03-15 22:23:28,951] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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6: [2023-03-15 22:23:28,952] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:23:28,952] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:23:28,952] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-15 22:23:28,952] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
6: [2023-03-15 22:23:28,952] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt
6: [2023-03-15 22:23:28,952] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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4: [2023-03-15 22:23:28,953] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
4: [2023-03-15 22:23:28,953] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:23:28,953] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
4: [2023-03-15 22:23:28,953] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt
4: [2023-03-15 22:23:28,953] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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4: [2023-03-15 22:23:28,953] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-15 22:23:28,954] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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4: [2023-03-15 22:23:28,954] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
4: [2023-03-15 22:23:28,954] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
0: [2023-03-15 22:23:28,967] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step5000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 22:23:28,967] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
0:   successfully saved checkpoint at iteration    5000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 405.85
7:  iteration     5010/   21553 | consumed samples:      1282560 | consumed tokens:   2626682880 | elapsed time per iteration (s): 0.34 | learning rate: 1.785E-04 | global batch size:   256 | lm loss: 3.665291E+00 | grad norm: 0.443 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 742.051 | TFLOPs: 25.98 |
7:  iteration     5020/   21553 | consumed samples:      1285120 | consumed tokens:   2631925760 | elapsed time per iteration (s): 0.30 | learning rate: 1.784E-04 | global batch size:   256 | lm loss: 3.671421E+00 | grad norm: 0.372 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.195 | TFLOPs: 30.32 |
7:  iteration     5030/   21553 | consumed samples:      1287680 | consumed tokens:   2637168640 | elapsed time per iteration (s): 0.30 | learning rate: 1.783E-04 | global batch size:   256 | lm loss: 3.669237E+00 | grad norm: 0.403 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.127 | TFLOPs: 30.32 |
7:  iteration     5040/   21553 | consumed samples:      1290240 | consumed tokens:   2642411520 | elapsed time per iteration (s): 0.30 | learning rate: 1.782E-04 | global batch size:   256 | lm loss: 3.666451E+00 | grad norm: 0.364 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.736 | TFLOPs: 30.31 |
7:  iteration     5050/   21553 | consumed samples:      1292800 | consumed tokens:   2647654400 | elapsed time per iteration (s): 0.30 | learning rate: 1.781E-04 | global batch size:   256 | lm loss: 3.656392E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.444 | TFLOPs: 30.33 |
7:  iteration     5060/   21553 | consumed samples:      1295360 | consumed tokens:   2652897280 | elapsed time per iteration (s): 0.30 | learning rate: 1.781E-04 | global batch size:   256 | lm loss: 3.654132E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.536 | TFLOPs: 30.34 |
7:  iteration     5070/   21553 | consumed samples:      1297920 | consumed tokens:   2658140160 | elapsed time per iteration (s): 0.30 | learning rate: 1.780E-04 | global batch size:   256 | lm loss: 3.654140E+00 | grad norm: 0.362 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.911 | TFLOPs: 29.93 |
7:  iteration     5080/   21553 | consumed samples:      1300480 | consumed tokens:   2663383040 | elapsed time per iteration (s): 0.30 | learning rate: 1.779E-04 | global batch size:   256 | lm loss: 3.653745E+00 | grad norm: 0.385 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.962 | TFLOPs: 29.93 |
7:  iteration     5090/   21553 | consumed samples:      1303040 | consumed tokens:   2668625920 | elapsed time per iteration (s): 0.30 | learning rate: 1.778E-04 | global batch size:   256 | lm loss: 3.654131E+00 | grad norm: 0.402 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.105 | TFLOPs: 30.32 |
7:  iteration     5100/   21553 | consumed samples:      1305600 | consumed tokens:   2673868800 | elapsed time per iteration (s): 0.30 | learning rate: 1.777E-04 | global batch size:   256 | lm loss: 3.667792E+00 | grad norm: 0.414 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.478 | TFLOPs: 30.33 |
7:  iteration     5110/   21553 | consumed samples:      1308160 | consumed tokens:   2679111680 | elapsed time per iteration (s): 0.30 | learning rate: 1.776E-04 | global batch size:   256 | lm loss: 3.656618E+00 | grad norm: 0.369 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.843 | TFLOPs: 30.31 |
7:  iteration     5120/   21553 | consumed samples:      1310720 | consumed tokens:   2684354560 | elapsed time per iteration (s): 0.30 | learning rate: 1.775E-04 | global batch size:   256 | lm loss: 3.656330E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 845.206 | TFLOPs: 29.59 |
7:  iteration     5130/   21553 | consumed samples:      1313280 | consumed tokens:   2689597440 | elapsed time per iteration (s): 0.30 | learning rate: 1.775E-04 | global batch size:   256 | lm loss: 3.658086E+00 | grad norm: 0.421 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.864 | TFLOPs: 30.31 |
7:  iteration     5140/   21553 | consumed samples:      1315840 | consumed tokens:   2694840320 | elapsed time per iteration (s): 0.30 | learning rate: 1.774E-04 | global batch size:   256 | lm loss: 3.644605E+00 | grad norm: 0.382 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.235 | TFLOPs: 29.94 |
7:  iteration     5150/   21553 | consumed samples:      1318400 | consumed tokens:   2700083200 | elapsed time per iteration (s): 0.30 | learning rate: 1.773E-04 | global batch size:   256 | lm loss: 3.651899E+00 | grad norm: 0.453 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.542 | TFLOPs: 30.34 |
7:  iteration     5160/   21553 | consumed samples:      1320960 | consumed tokens:   2705326080 | elapsed time per iteration (s): 0.30 | learning rate: 1.772E-04 | global batch size:   256 | lm loss: 3.645203E+00 | grad norm: 0.367 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.189 | TFLOPs: 30.32 |
7:  iteration     5170/   21553 | consumed samples:      1323520 | consumed tokens:   2710568960 | elapsed time per iteration (s): 0.30 | learning rate: 1.771E-04 | global batch size:   256 | lm loss: 3.651784E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.675 | TFLOPs: 30.34 |
7:  iteration     5180/   21553 | consumed samples:      1326080 | consumed tokens:   2715811840 | elapsed time per iteration (s): 0.30 | learning rate: 1.770E-04 | global batch size:   256 | lm loss: 3.648035E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.722 | TFLOPs: 30.34 |
7:  iteration     5190/   21553 | consumed samples:      1328640 | consumed tokens:   2721054720 | elapsed time per iteration (s): 0.30 | learning rate: 1.769E-04 | global batch size:   256 | lm loss: 3.648434E+00 | grad norm: 0.421 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.616 | TFLOPs: 30.34 |
7:  iteration     5200/   21553 | consumed samples:      1331200 | consumed tokens:   2726297600 | elapsed time per iteration (s): 0.30 | learning rate: 1.768E-04 | global batch size:   256 | lm loss: 3.651947E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.361 | TFLOPs: 30.33 |
7:  iteration     5210/   21553 | consumed samples:      1333760 | consumed tokens:   2731540480 | elapsed time per iteration (s): 0.30 | learning rate: 1.767E-04 | global batch size:   256 | lm loss: 3.651004E+00 | grad norm: 0.379 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.205 | TFLOPs: 30.32 |
7:  iteration     5220/   21553 | consumed samples:      1336320 | consumed tokens:   2736783360 | elapsed time per iteration (s): 0.30 | learning rate: 1.767E-04 | global batch size:   256 | lm loss: 3.652763E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.380 | TFLOPs: 30.36 |
7:  iteration     5230/   21553 | consumed samples:      1338880 | consumed tokens:   2742026240 | elapsed time per iteration (s): 0.30 | learning rate: 1.766E-04 | global batch size:   256 | lm loss: 3.657872E+00 | grad norm: 0.410 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.254 | TFLOPs: 30.36 |
7:  iteration     5240/   21553 | consumed samples:      1341440 | consumed tokens:   2747269120 | elapsed time per iteration (s): 0.30 | learning rate: 1.765E-04 | global batch size:   256 | lm loss: 3.646339E+00 | grad norm: 0.401 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.982 | TFLOPs: 30.35 |
7:  iteration     5250/   21553 | consumed samples:      1344000 | consumed tokens:   2752512000 | elapsed time per iteration (s): 0.30 | learning rate: 1.764E-04 | global batch size:   256 | lm loss: 3.643269E+00 | grad norm: 0.472 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.196 | TFLOPs: 30.36 |
7:  iteration     5260/   21553 | consumed samples:      1346560 | consumed tokens:   2757754880 | elapsed time per iteration (s): 0.30 | learning rate: 1.763E-04 | global batch size:   256 | lm loss: 3.647946E+00 | grad norm: 0.389 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.004 | TFLOPs: 30.35 |
7:  iteration     5270/   21553 | consumed samples:      1349120 | consumed tokens:   2762997760 | elapsed time per iteration (s): 0.30 | learning rate: 1.762E-04 | global batch size:   256 | lm loss: 3.646358E+00 | grad norm: 0.394 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.992 | TFLOPs: 30.35 |
7:  iteration     5280/   21553 | consumed samples:      1351680 | consumed tokens:   2768240640 | elapsed time per iteration (s): 0.30 | learning rate: 1.761E-04 | global batch size:   256 | lm loss: 3.640175E+00 | grad norm: 0.383 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.113 | TFLOPs: 30.36 |
7:  iteration     5290/   21553 | consumed samples:      1354240 | consumed tokens:   2773483520 | elapsed time per iteration (s): 0.30 | learning rate: 1.760E-04 | global batch size:   256 | lm loss: 3.642173E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.156 | TFLOPs: 29.90 |
7:  iteration     5300/   21553 | consumed samples:      1356800 | consumed tokens:   2778726400 | elapsed time per iteration (s): 0.30 | learning rate: 1.759E-04 | global batch size:   256 | lm loss: 3.642791E+00 | grad norm: 0.429 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.906 | TFLOPs: 30.35 |
7:  iteration     5310/   21553 | consumed samples:      1359360 | consumed tokens:   2783969280 | elapsed time per iteration (s): 0.30 | learning rate: 1.758E-04 | global batch size:   256 | lm loss: 3.628484E+00 | grad norm: 0.410 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.543 | TFLOPs: 30.34 |
7:  iteration     5320/   21553 | consumed samples:      1361920 | consumed tokens:   2789212160 | elapsed time per iteration (s): 0.30 | learning rate: 1.758E-04 | global batch size:   256 | lm loss: 3.644949E+00 | grad norm: 0.371 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.040 | TFLOPs: 30.35 |
7:  iteration     5330/   21553 | consumed samples:      1364480 | consumed tokens:   2794455040 | elapsed time per iteration (s): 0.30 | learning rate: 1.757E-04 | global batch size:   256 | lm loss: 3.653057E+00 | grad norm: 0.404 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.931 | TFLOPs: 30.35 |
7:  iteration     5340/   21553 | consumed samples:      1367040 | consumed tokens:   2799697920 | elapsed time per iteration (s): 0.30 | learning rate: 1.756E-04 | global batch size:   256 | lm loss: 3.637633E+00 | grad norm: 0.406 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.244 | TFLOPs: 30.04 |
7:  iteration     5350/   21553 | consumed samples:      1369600 | consumed tokens:   2804940800 | elapsed time per iteration (s): 0.30 | learning rate: 1.755E-04 | global batch size:   256 | lm loss: 3.641783E+00 | grad norm: 0.375 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 844.196 | TFLOPs: 29.55 |
7:  iteration     5360/   21553 | consumed samples:      1372160 | consumed tokens:   2810183680 | elapsed time per iteration (s): 0.31 | learning rate: 1.754E-04 | global batch size:   256 | lm loss: 3.641824E+00 | grad norm: 0.389 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 830.019 | TFLOPs: 29.06 |
7:  iteration     5370/   21553 | consumed samples:      1374720 | consumed tokens:   2815426560 | elapsed time per iteration (s): 0.30 | learning rate: 1.753E-04 | global batch size:   256 | lm loss: 3.650509E+00 | grad norm: 0.400 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 862.510 | TFLOPs: 30.19 |
7:  iteration     5380/   21553 | consumed samples:      1377280 | consumed tokens:   2820669440 | elapsed time per iteration (s): 0.31 | learning rate: 1.752E-04 | global batch size:   256 | lm loss: 3.634550E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 831.532 | TFLOPs: 29.11 |
7:  iteration     5390/   21553 | consumed samples:      1379840 | consumed tokens:   2825912320 | elapsed time per iteration (s): 0.30 | learning rate: 1.751E-04 | global batch size:   256 | lm loss: 3.646234E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.830 | TFLOPs: 30.31 |
7:  iteration     5400/   21553 | consumed samples:      1382400 | consumed tokens:   2831155200 | elapsed time per iteration (s): 0.30 | learning rate: 1.750E-04 | global batch size:   256 | lm loss: 3.633354E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.760 | TFLOPs: 29.96 |
7:  iteration     5410/   21553 | consumed samples:      1384960 | consumed tokens:   2836398080 | elapsed time per iteration (s): 0.30 | learning rate: 1.749E-04 | global batch size:   256 | lm loss: 3.628296E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 839.707 | TFLOPs: 29.40 |
7:  iteration     5420/   21553 | consumed samples:      1387520 | consumed tokens:   2841640960 | elapsed time per iteration (s): 0.30 | learning rate: 1.748E-04 | global batch size:   256 | lm loss: 3.630967E+00 | grad norm: 0.388 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.566 | TFLOPs: 30.27 |
7:  iteration     5430/   21553 | consumed samples:      1390080 | consumed tokens:   2846883840 | elapsed time per iteration (s): 0.30 | learning rate: 1.748E-04 | global batch size:   256 | lm loss: 3.645148E+00 | grad norm: 0.398 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.568 | TFLOPs: 30.34 |
7:  iteration     5440/   21553 | consumed samples:      1392640 | consumed tokens:   2852126720 | elapsed time per iteration (s): 0.30 | learning rate: 1.747E-04 | global batch size:   256 | lm loss: 3.628422E+00 | grad norm: 0.402 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 859.171 | TFLOPs: 30.08 |
7:  iteration     5450/   21553 | consumed samples:      1395200 | consumed tokens:   2857369600 | elapsed time per iteration (s): 0.30 | learning rate: 1.746E-04 | global batch size:   256 | lm loss: 3.624338E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 859.530 | TFLOPs: 30.09 |
7:  iteration     5460/   21553 | consumed samples:      1397760 | consumed tokens:   2862612480 | elapsed time per iteration (s): 0.30 | learning rate: 1.745E-04 | global batch size:   256 | lm loss: 3.640581E+00 | grad norm: 0.364 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.226 | TFLOPs: 30.32 |
7:  iteration     5470/   21553 | consumed samples:      1400320 | consumed tokens:   2867855360 | elapsed time per iteration (s): 0.30 | learning rate: 1.744E-04 | global batch size:   256 | lm loss: 3.642893E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.291 | TFLOPs: 30.33 |
7:  iteration     5480/   21553 | consumed samples:      1402880 | consumed tokens:   2873098240 | elapsed time per iteration (s): 0.30 | learning rate: 1.743E-04 | global batch size:   256 | lm loss: 3.640995E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.655 | TFLOPs: 30.34 |
7:  iteration     5490/   21553 | consumed samples:      1405440 | consumed tokens:   2878341120 | elapsed time per iteration (s): 0.30 | learning rate: 1.742E-04 | global batch size:   256 | lm loss: 3.638803E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.174 | TFLOPs: 30.04 |
7:  iteration     5500/   21553 | consumed samples:      1408000 | consumed tokens:   2883584000 | elapsed time per iteration (s): 0.32 | learning rate: 1.741E-04 | global batch size:   256 | lm loss: 3.622049E+00 | grad norm: 0.414 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 798.143 | TFLOPs: 27.94 |
7:  iteration     5510/   21553 | consumed samples:      1410560 | consumed tokens:   2888826880 | elapsed time per iteration (s): 0.30 | learning rate: 1.740E-04 | global batch size:   256 | lm loss: 3.634935E+00 | grad norm: 0.403 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.443 | TFLOPs: 30.33 |
7:  iteration     5520/   21553 | consumed samples:      1413120 | consumed tokens:   2894069760 | elapsed time per iteration (s): 0.30 | learning rate: 1.739E-04 | global batch size:   256 | lm loss: 3.628499E+00 | grad norm: 0.428 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.726 | TFLOPs: 30.31 |
7:  iteration     5530/   21553 | consumed samples:      1415680 | consumed tokens:   2899312640 | elapsed time per iteration (s): 0.30 | learning rate: 1.738E-04 | global batch size:   256 | lm loss: 3.640885E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.198 | TFLOPs: 30.32 |
7:  iteration     5540/   21553 | consumed samples:      1418240 | consumed tokens:   2904555520 | elapsed time per iteration (s): 0.30 | learning rate: 1.737E-04 | global batch size:   256 | lm loss: 3.631979E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.827 | TFLOPs: 30.31 |
7:  iteration     5550/   21553 | consumed samples:      1420800 | consumed tokens:   2909798400 | elapsed time per iteration (s): 0.30 | learning rate: 1.736E-04 | global batch size:   256 | lm loss: 3.632304E+00 | grad norm: 0.373 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.271 | TFLOPs: 30.33 |
7:  iteration     5560/   21553 | consumed samples:      1423360 | consumed tokens:   2915041280 | elapsed time per iteration (s): 0.30 | learning rate: 1.735E-04 | global batch size:   256 | lm loss: 3.628293E+00 | grad norm: 0.428 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.119 | TFLOPs: 30.01 |
7:  iteration     5570/   21553 | consumed samples:      1425920 | consumed tokens:   2920284160 | elapsed time per iteration (s): 0.30 | learning rate: 1.735E-04 | global batch size:   256 | lm loss: 3.623975E+00 | grad norm: 0.474 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.570 | TFLOPs: 30.34 |
7:  iteration     5580/   21553 | consumed samples:      1428480 | consumed tokens:   2925527040 | elapsed time per iteration (s): 0.30 | learning rate: 1.734E-04 | global batch size:   256 | lm loss: 3.612521E+00 | grad norm: 0.373 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 844.213 | TFLOPs: 29.55 |
7:  iteration     5590/   21553 | consumed samples:      1431040 | consumed tokens:   2930769920 | elapsed time per iteration (s): 0.30 | learning rate: 1.733E-04 | global batch size:   256 | lm loss: 3.629987E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.292 | TFLOPs: 30.33 |
7:  iteration     5600/   21553 | consumed samples:      1433600 | consumed tokens:   2936012800 | elapsed time per iteration (s): 0.30 | learning rate: 1.732E-04 | global batch size:   256 | lm loss: 3.631824E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.232 | TFLOPs: 30.32 |
7:  iteration     5610/   21553 | consumed samples:      1436160 | consumed tokens:   2941255680 | elapsed time per iteration (s): 0.30 | learning rate: 1.731E-04 | global batch size:   256 | lm loss: 3.621781E+00 | grad norm: 0.366 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.211 | TFLOPs: 30.32 |
7:  iteration     5620/   21553 | consumed samples:      1438720 | consumed tokens:   2946498560 | elapsed time per iteration (s): 0.30 | learning rate: 1.730E-04 | global batch size:   256 | lm loss: 3.606418E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.054 | TFLOPs: 30.32 |
7:  iteration     5630/   21553 | consumed samples:      1441280 | consumed tokens:   2951741440 | elapsed time per iteration (s): 0.30 | learning rate: 1.729E-04 | global batch size:   256 | lm loss: 3.628854E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.759 | TFLOPs: 30.31 |
7:  iteration     5640/   21553 | consumed samples:      1443840 | consumed tokens:   2956984320 | elapsed time per iteration (s): 0.30 | learning rate: 1.728E-04 | global batch size:   256 | lm loss: 3.617517E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.416 | TFLOPs: 30.33 |
7:  iteration     5650/   21553 | consumed samples:      1446400 | consumed tokens:   2962227200 | elapsed time per iteration (s): 0.30 | learning rate: 1.727E-04 | global batch size:   256 | lm loss: 3.623227E+00 | grad norm: 0.392 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.382 | TFLOPs: 30.33 |
7:  iteration     5660/   21553 | consumed samples:      1448960 | consumed tokens:   2967470080 | elapsed time per iteration (s): 0.30 | learning rate: 1.726E-04 | global batch size:   256 | lm loss: 3.617628E+00 | grad norm: 0.393 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.293 | TFLOPs: 30.33 |
7:  iteration     5670/   21553 | consumed samples:      1451520 | consumed tokens:   2972712960 | elapsed time per iteration (s): 0.30 | learning rate: 1.725E-04 | global batch size:   256 | lm loss: 3.615821E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.605 | TFLOPs: 30.34 |
7:  iteration     5680/   21553 | consumed samples:      1454080 | consumed tokens:   2977955840 | elapsed time per iteration (s): 0.30 | learning rate: 1.724E-04 | global batch size:   256 | lm loss: 3.634236E+00 | grad norm: 0.373 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.600 | TFLOPs: 30.34 |
7:  iteration     5690/   21553 | consumed samples:      1456640 | consumed tokens:   2983198720 | elapsed time per iteration (s): 0.30 | learning rate: 1.723E-04 | global batch size:   256 | lm loss: 3.622672E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.565 | TFLOPs: 30.30 |
7:  iteration     5700/   21553 | consumed samples:      1459200 | consumed tokens:   2988441600 | elapsed time per iteration (s): 0.30 | learning rate: 1.722E-04 | global batch size:   256 | lm loss: 3.613976E+00 | grad norm: 0.418 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.070 | TFLOPs: 29.93 |
7:  iteration     5710/   21553 | consumed samples:      1461760 | consumed tokens:   2993684480 | elapsed time per iteration (s): 0.30 | learning rate: 1.721E-04 | global batch size:   256 | lm loss: 3.620216E+00 | grad norm: 0.376 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.047 | TFLOPs: 30.32 |
7:  iteration     5720/   21553 | consumed samples:      1464320 | consumed tokens:   2998927360 | elapsed time per iteration (s): 0.30 | learning rate: 1.720E-04 | global batch size:   256 | lm loss: 3.615738E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.362 | TFLOPs: 30.29 |
7:  iteration     5730/   21553 | consumed samples:      1466880 | consumed tokens:   3004170240 | elapsed time per iteration (s): 0.30 | learning rate: 1.719E-04 | global batch size:   256 | lm loss: 3.617834E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.021 | TFLOPs: 30.32 |
7:  iteration     5740/   21553 | consumed samples:      1469440 | consumed tokens:   3009413120 | elapsed time per iteration (s): 0.30 | learning rate: 1.718E-04 | global batch size:   256 | lm loss: 3.618956E+00 | grad norm: 0.442 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.641 | TFLOPs: 30.30 |
7:  iteration     5750/   21553 | consumed samples:      1472000 | consumed tokens:   3014656000 | elapsed time per iteration (s): 0.30 | learning rate: 1.717E-04 | global batch size:   256 | lm loss: 3.609697E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.368 | TFLOPs: 30.01 |
7:  iteration     5760/   21553 | consumed samples:      1474560 | consumed tokens:   3019898880 | elapsed time per iteration (s): 0.30 | learning rate: 1.716E-04 | global batch size:   256 | lm loss: 3.628228E+00 | grad norm: 0.423 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.540 | TFLOPs: 30.23 |
7:  iteration     5770/   21553 | consumed samples:      1477120 | consumed tokens:   3025141760 | elapsed time per iteration (s): 0.30 | learning rate: 1.715E-04 | global batch size:   256 | lm loss: 3.618941E+00 | grad norm: 0.390 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.219 | TFLOPs: 30.29 |
7:  iteration     5780/   21553 | consumed samples:      1479680 | consumed tokens:   3030384640 | elapsed time per iteration (s): 0.30 | learning rate: 1.714E-04 | global batch size:   256 | lm loss: 3.617689E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.334 | TFLOPs: 30.29 |
7:  iteration     5790/   21553 | consumed samples:      1482240 | consumed tokens:   3035627520 | elapsed time per iteration (s): 0.30 | learning rate: 1.714E-04 | global batch size:   256 | lm loss: 3.624847E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.100 | TFLOPs: 29.93 |
7:  iteration     5800/   21553 | consumed samples:      1484800 | consumed tokens:   3040870400 | elapsed time per iteration (s): 0.30 | learning rate: 1.713E-04 | global batch size:   256 | lm loss: 3.613249E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.627 | TFLOPs: 30.30 |
7:  iteration     5810/   21553 | consumed samples:      1487360 | consumed tokens:   3046113280 | elapsed time per iteration (s): 0.30 | learning rate: 1.712E-04 | global batch size:   256 | lm loss: 3.615107E+00 | grad norm: 0.386 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.221 | TFLOPs: 30.29 |
7:  iteration     5820/   21553 | consumed samples:      1489920 | consumed tokens:   3051356160 | elapsed time per iteration (s): 0.30 | learning rate: 1.711E-04 | global batch size:   256 | lm loss: 3.602229E+00 | grad norm: 0.381 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 862.468 | TFLOPs: 30.19 |
7:  iteration     5830/   21553 | consumed samples:      1492480 | consumed tokens:   3056599040 | elapsed time per iteration (s): 0.30 | learning rate: 1.710E-04 | global batch size:   256 | lm loss: 3.587758E+00 | grad norm: 0.385 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.624 | TFLOPs: 30.30 |
7:  iteration     5840/   21553 | consumed samples:      1495040 | consumed tokens:   3061841920 | elapsed time per iteration (s): 0.30 | learning rate: 1.709E-04 | global batch size:   256 | lm loss: 3.613646E+00 | grad norm: 0.390 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.227 | TFLOPs: 30.29 |
7:  iteration     5850/   21553 | consumed samples:      1497600 | consumed tokens:   3067084800 | elapsed time per iteration (s): 0.30 | learning rate: 1.708E-04 | global batch size:   256 | lm loss: 3.607690E+00 | grad norm: 0.415 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.048 | TFLOPs: 30.28 |
7:  iteration     5860/   21553 | consumed samples:      1500160 | consumed tokens:   3072327680 | elapsed time per iteration (s): 0.30 | learning rate: 1.707E-04 | global batch size:   256 | lm loss: 3.596369E+00 | grad norm: 0.386 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.992 | TFLOPs: 30.28 |
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7:  iteration     5880/   21553 | consumed samples:      1505280 | consumed tokens:   3082813440 | elapsed time per iteration (s): 0.30 | learning rate: 1.705E-04 | global batch size:   256 | lm loss: 3.610281E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.246 | TFLOPs: 30.29 |
7:  iteration     5890/   21553 | consumed samples:      1507840 | consumed tokens:   3088056320 | elapsed time per iteration (s): 0.30 | learning rate: 1.704E-04 | global batch size:   256 | lm loss: 3.621407E+00 | grad norm: 0.410 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.591 | TFLOPs: 30.30 |
7:  iteration     5900/   21553 | consumed samples:      1510400 | consumed tokens:   3093299200 | elapsed time per iteration (s): 0.30 | learning rate: 1.703E-04 | global batch size:   256 | lm loss: 3.607730E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.657 | TFLOPs: 30.30 |
7:  iteration     5910/   21553 | consumed samples:      1512960 | consumed tokens:   3098542080 | elapsed time per iteration (s): 0.30 | learning rate: 1.702E-04 | global batch size:   256 | lm loss: 3.613194E+00 | grad norm: 0.375 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.893 | TFLOPs: 30.31 |
7:  iteration     5920/   21553 | consumed samples:      1515520 | consumed tokens:   3103784960 | elapsed time per iteration (s): 0.30 | learning rate: 1.701E-04 | global batch size:   256 | lm loss: 3.602731E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.052 | TFLOPs: 30.32 |
7:  iteration     5930/   21553 | consumed samples:      1518080 | consumed tokens:   3109027840 | elapsed time per iteration (s): 0.30 | learning rate: 1.700E-04 | global batch size:   256 | lm loss: 3.602888E+00 | grad norm: 0.393 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.594 | TFLOPs: 29.99 |
7:  iteration     5940/   21553 | consumed samples:      1520640 | consumed tokens:   3114270720 | elapsed time per iteration (s): 0.30 | learning rate: 1.699E-04 | global batch size:   256 | lm loss: 3.623264E+00 | grad norm: 0.388 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.683 | TFLOPs: 30.31 |
7:  iteration     5950/   21553 | consumed samples:      1523200 | consumed tokens:   3119513600 | elapsed time per iteration (s): 0.30 | learning rate: 1.698E-04 | global batch size:   256 | lm loss: 3.600100E+00 | grad norm: 0.364 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.124 | TFLOPs: 30.32 |
7:  iteration     5960/   21553 | consumed samples:      1525760 | consumed tokens:   3124756480 | elapsed time per iteration (s): 0.30 | learning rate: 1.697E-04 | global batch size:   256 | lm loss: 3.614260E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.136 | TFLOPs: 30.36 |
7:  iteration     5970/   21553 | consumed samples:      1528320 | consumed tokens:   3129999360 | elapsed time per iteration (s): 0.30 | learning rate: 1.696E-04 | global batch size:   256 | lm loss: 3.605825E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.992 | TFLOPs: 29.90 |
7:  iteration     5980/   21553 | consumed samples:      1530880 | consumed tokens:   3135242240 | elapsed time per iteration (s): 0.30 | learning rate: 1.695E-04 | global batch size:   256 | lm loss: 3.593965E+00 | grad norm: 0.432 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.113 | TFLOPs: 30.32 |
7:  iteration     5990/   21553 | consumed samples:      1533440 | consumed tokens:   3140485120 | elapsed time per iteration (s): 0.30 | learning rate: 1.694E-04 | global batch size:   256 | lm loss: 3.608050E+00 | grad norm: 0.385 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.832 | TFLOPs: 30.35 |
0: [2023-03-15 22:28:25,876] [INFO] [logging.py:68:log_dist] [Rank 0] step=6000, skipped=0, lr=[0.00016928570742907802, 0.00016928570742907802, 0.00016928570742907802], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration     6000/   21553 | consumed samples:      1536000 | consumed tokens:   3145728000 | elapsed time per iteration (s): 0.30 | learning rate: 1.693E-04 | global batch size:   256 | lm loss: 3.595154E+00 | grad norm: 0.391 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.867 | TFLOPs: 30.35 |
0: steps: 6000 loss: 3.6068 iter time (s): 0.296 samples/sec: 865.783
7: -----------------------------------------------------------------------------------------------
7: validation loss at iteration 6000 | lm loss value: 3.621419E+00 | lm loss PPL: 3.739060E+01 | 
7: -----------------------------------------------------------------------------------------------
0: saving checkpoint at iteration    6000 to checkpoints_146m14b400m
0: [2023-03-15 22:28:25,997] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step6000 is begin to save!
0: [2023-03-15 22:28:26,001] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/layer_01-model_00-model_states.pt...
0: [2023-03-15 22:28:26,088] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step6000/layer_01-model_00-model_states.pt.
0: [2023-03-15 22:28:26,088] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/layer_03-model_00-model_states.pt...
0: [2023-03-15 22:28:26,107] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step6000/layer_03-model_00-model_states.pt.
0: [2023-03-15 22:28:26,108] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/layer_04-model_00-model_states.pt...
0: [2023-03-15 22:28:26,122] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step6000/layer_04-model_00-model_states.pt.
0: [2023-03-15 22:28:26,123] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/layer_05-model_00-model_states.pt...
0: [2023-03-15 22:28:26,137] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step6000/layer_05-model_00-model_states.pt.
0: [2023-03-15 22:28:26,137] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/layer_06-model_00-model_states.pt...
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0: [2023-03-15 22:28:26,197] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/layer_10-model_00-model_states.pt...
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0: [2023-03-15 22:28:26,212] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/layer_11-model_00-model_states.pt...
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0: [2023-03-15 22:28:26,226] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/layer_12-model_00-model_states.pt...
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0: [2023-03-15 22:28:26,256] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/layer_14-model_00-model_states.pt...
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0: [2023-03-15 22:28:26,271] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/layer_15-model_00-model_states.pt...
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0: [2023-03-15 22:28:26,286] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/layer_16-model_00-model_states.pt...
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0: [2023-03-15 22:28:26,302] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/layer_17-model_00-model_states.pt...
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0: [2023-03-15 22:28:26,318] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step6000/mp_rank_00_model_states.pt
0: [2023-03-15 22:28:26,318] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/mp_rank_00_model_states.pt...
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0: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt...
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6: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt...
6: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt...
6: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt...
6: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt...
6: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:28:26,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt...
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1: [2023-03-15 22:28:26,371] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:28:26,371] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
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7: [2023-03-15 22:28:26,371] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
3: [2023-03-15 22:28:26,371] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt
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1: [2023-03-15 22:28:26,372] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:28:26,372] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt
1: [2023-03-15 22:28:26,372] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
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3: [2023-03-15 22:28:26,373] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt
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1: [2023-03-15 22:28:26,374] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
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3: [2023-03-15 22:28:26,375] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
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7: [2023-03-15 22:28:26,375] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt.
7: [2023-03-15 22:28:26,375] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
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2: [2023-03-15 22:28:26,376] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt
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2: [2023-03-15 22:28:26,376] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt
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4: [2023-03-15 22:28:26,376] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-15 22:28:26,376] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
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3: [2023-03-15 22:28:26,377] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt
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7: [2023-03-15 22:28:26,378] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
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3: [2023-03-15 22:28:26,380] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
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4: [2023-03-15 22:28:26,380] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
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1: [2023-03-15 22:28:26,381] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
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6: [2023-03-15 22:28:26,381] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:28:26,381] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
6: [2023-03-15 22:28:26,381] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
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6: [2023-03-15 22:28:26,381] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:28:26,381] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
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6: [2023-03-15 22:28:26,381] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-15 22:28:26,381] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:28:26,381] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
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6: [2023-03-15 22:28:26,381] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
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4: [2023-03-15 22:28:26,384] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt
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7: [2023-03-15 22:28:26,384] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt
0: [2023-03-15 22:28:26,384] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt
0: [2023-03-15 22:28:26,384] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt
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2: [2023-03-15 22:28:26,394] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt
2: [2023-03-15 22:28:26,394] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt.
2: [2023-03-15 22:28:26,394] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
2: [2023-03-15 22:28:26,394] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
2: [2023-03-15 22:28:26,394] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
0: [2023-03-15 22:28:26,400] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step6000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 22:28:26,400] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
0:   successfully saved checkpoint at iteration    6000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 407.43
7:  iteration     6010/   21553 | consumed samples:      1538560 | consumed tokens:   3150970880 | elapsed time per iteration (s): 0.35 | learning rate: 1.692E-04 | global batch size:   256 | lm loss: 3.605519E+00 | grad norm: 0.369 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 737.715 | TFLOPs: 25.83 |
7:  iteration     6020/   21553 | consumed samples:      1541120 | consumed tokens:   3156213760 | elapsed time per iteration (s): 0.30 | learning rate: 1.691E-04 | global batch size:   256 | lm loss: 3.603964E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.095 | TFLOPs: 30.32 |
7:  iteration     6030/   21553 | consumed samples:      1543680 | consumed tokens:   3161456640 | elapsed time per iteration (s): 0.30 | learning rate: 1.690E-04 | global batch size:   256 | lm loss: 3.587884E+00 | grad norm: 0.389 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.216 | TFLOPs: 30.32 |
7:  iteration     6040/   21553 | consumed samples:      1546240 | consumed tokens:   3166699520 | elapsed time per iteration (s): 0.30 | learning rate: 1.689E-04 | global batch size:   256 | lm loss: 3.593374E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.419 | TFLOPs: 30.33 |
7:  iteration     6050/   21553 | consumed samples:      1548800 | consumed tokens:   3171942400 | elapsed time per iteration (s): 0.30 | learning rate: 1.688E-04 | global batch size:   256 | lm loss: 3.601338E+00 | grad norm: 0.390 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.079 | TFLOPs: 30.32 |
7:  iteration     6060/   21553 | consumed samples:      1551360 | consumed tokens:   3177185280 | elapsed time per iteration (s): 0.30 | learning rate: 1.687E-04 | global batch size:   256 | lm loss: 3.605018E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.988 | TFLOPs: 30.32 |
7:  iteration     6070/   21553 | consumed samples:      1553920 | consumed tokens:   3182428160 | elapsed time per iteration (s): 0.30 | learning rate: 1.686E-04 | global batch size:   256 | lm loss: 3.589942E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.139 | TFLOPs: 30.32 |
7:  iteration     6080/   21553 | consumed samples:      1556480 | consumed tokens:   3187671040 | elapsed time per iteration (s): 0.30 | learning rate: 1.685E-04 | global batch size:   256 | lm loss: 3.601643E+00 | grad norm: 0.375 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.938 | TFLOPs: 30.31 |
7:  iteration     6090/   21553 | consumed samples:      1559040 | consumed tokens:   3192913920 | elapsed time per iteration (s): 0.30 | learning rate: 1.684E-04 | global batch size:   256 | lm loss: 3.590864E+00 | grad norm: 0.371 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.086 | TFLOPs: 30.32 |
7:  iteration     6100/   21553 | consumed samples:      1561600 | consumed tokens:   3198156800 | elapsed time per iteration (s): 0.30 | learning rate: 1.683E-04 | global batch size:   256 | lm loss: 3.598259E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.288 | TFLOPs: 30.33 |
7:  iteration     6110/   21553 | consumed samples:      1564160 | consumed tokens:   3203399680 | elapsed time per iteration (s): 0.30 | learning rate: 1.682E-04 | global batch size:   256 | lm loss: 3.594622E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.507 | TFLOPs: 30.33 |
7:  iteration     6120/   21553 | consumed samples:      1566720 | consumed tokens:   3208642560 | elapsed time per iteration (s): 0.30 | learning rate: 1.681E-04 | global batch size:   256 | lm loss: 3.599586E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.241 | TFLOPs: 30.32 |
7:  iteration     6130/   21553 | consumed samples:      1569280 | consumed tokens:   3213885440 | elapsed time per iteration (s): 0.30 | learning rate: 1.680E-04 | global batch size:   256 | lm loss: 3.603144E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.444 | TFLOPs: 30.30 |
7:  iteration     6140/   21553 | consumed samples:      1571840 | consumed tokens:   3219128320 | elapsed time per iteration (s): 0.30 | learning rate: 1.679E-04 | global batch size:   256 | lm loss: 3.607442E+00 | grad norm: 0.393 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.011 | TFLOPs: 30.32 |
7:  iteration     6150/   21553 | consumed samples:      1574400 | consumed tokens:   3224371200 | elapsed time per iteration (s): 0.30 | learning rate: 1.678E-04 | global batch size:   256 | lm loss: 3.588518E+00 | grad norm: 0.387 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 851.279 | TFLOPs: 29.80 |
7:  iteration     6160/   21553 | consumed samples:      1576960 | consumed tokens:   3229614080 | elapsed time per iteration (s): 0.30 | learning rate: 1.677E-04 | global batch size:   256 | lm loss: 3.588815E+00 | grad norm: 0.366 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.609 | TFLOPs: 30.06 |
7:  iteration     6170/   21553 | consumed samples:      1579520 | consumed tokens:   3234856960 | elapsed time per iteration (s): 0.30 | learning rate: 1.676E-04 | global batch size:   256 | lm loss: 3.604845E+00 | grad norm: 0.423 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.981 | TFLOPs: 29.90 |
7:  iteration     6180/   21553 | consumed samples:      1582080 | consumed tokens:   3240099840 | elapsed time per iteration (s): 0.30 | learning rate: 1.675E-04 | global batch size:   256 | lm loss: 3.595360E+00 | grad norm: 0.372 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.068 | TFLOPs: 30.32 |
7:  iteration     6190/   21553 | consumed samples:      1584640 | consumed tokens:   3245342720 | elapsed time per iteration (s): 0.30 | learning rate: 1.674E-04 | global batch size:   256 | lm loss: 3.587775E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.790 | TFLOPs: 30.31 |
7:  iteration     6200/   21553 | consumed samples:      1587200 | consumed tokens:   3250585600 | elapsed time per iteration (s): 0.30 | learning rate: 1.673E-04 | global batch size:   256 | lm loss: 3.596444E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.002 | TFLOPs: 30.32 |
7:  iteration     6210/   21553 | consumed samples:      1589760 | consumed tokens:   3255828480 | elapsed time per iteration (s): 0.30 | learning rate: 1.672E-04 | global batch size:   256 | lm loss: 3.573279E+00 | grad norm: 0.387 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.658 | TFLOPs: 30.30 |
7:  iteration     6220/   21553 | consumed samples:      1592320 | consumed tokens:   3261071360 | elapsed time per iteration (s): 0.30 | learning rate: 1.671E-04 | global batch size:   256 | lm loss: 3.583337E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.857 | TFLOPs: 30.31 |
7:  iteration     6230/   21553 | consumed samples:      1594880 | consumed tokens:   3266314240 | elapsed time per iteration (s): 0.30 | learning rate: 1.670E-04 | global batch size:   256 | lm loss: 3.586232E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.909 | TFLOPs: 30.31 |
7:  iteration     6240/   21553 | consumed samples:      1597440 | consumed tokens:   3271557120 | elapsed time per iteration (s): 0.30 | learning rate: 1.669E-04 | global batch size:   256 | lm loss: 3.595263E+00 | grad norm: 0.388 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.884 | TFLOPs: 30.31 |
7:  iteration     6250/   21553 | consumed samples:      1600000 | consumed tokens:   3276800000 | elapsed time per iteration (s): 0.30 | learning rate: 1.668E-04 | global batch size:   256 | lm loss: 3.599765E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.758 | TFLOPs: 30.31 |
7:  iteration     6260/   21553 | consumed samples:      1602560 | consumed tokens:   3282042880 | elapsed time per iteration (s): 0.30 | learning rate: 1.667E-04 | global batch size:   256 | lm loss: 3.605326E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.335 | TFLOPs: 30.33 |
7:  iteration     6270/   21553 | consumed samples:      1605120 | consumed tokens:   3287285760 | elapsed time per iteration (s): 0.30 | learning rate: 1.665E-04 | global batch size:   256 | lm loss: 3.586116E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.912 | TFLOPs: 30.31 |
7:  iteration     6280/   21553 | consumed samples:      1607680 | consumed tokens:   3292528640 | elapsed time per iteration (s): 0.30 | learning rate: 1.664E-04 | global batch size:   256 | lm loss: 3.596635E+00 | grad norm: 0.387 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.369 | TFLOPs: 30.33 |
7:  iteration     6290/   21553 | consumed samples:      1610240 | consumed tokens:   3297771520 | elapsed time per iteration (s): 0.30 | learning rate: 1.663E-04 | global batch size:   256 | lm loss: 3.575407E+00 | grad norm: 0.370 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.551 | TFLOPs: 29.95 |
7:  iteration     6300/   21553 | consumed samples:      1612800 | consumed tokens:   3303014400 | elapsed time per iteration (s): 0.30 | learning rate: 1.662E-04 | global batch size:   256 | lm loss: 3.600244E+00 | grad norm: 0.387 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.341 | TFLOPs: 30.33 |
7:  iteration     6310/   21553 | consumed samples:      1615360 | consumed tokens:   3308257280 | elapsed time per iteration (s): 0.30 | learning rate: 1.661E-04 | global batch size:   256 | lm loss: 3.594554E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.278 | TFLOPs: 30.33 |
7:  iteration     6320/   21553 | consumed samples:      1617920 | consumed tokens:   3313500160 | elapsed time per iteration (s): 0.30 | learning rate: 1.660E-04 | global batch size:   256 | lm loss: 3.587616E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.135 | TFLOPs: 30.32 |
7:  iteration     6330/   21553 | consumed samples:      1620480 | consumed tokens:   3318743040 | elapsed time per iteration (s): 0.30 | learning rate: 1.659E-04 | global batch size:   256 | lm loss: 3.585259E+00 | grad norm: 0.369 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.048 | TFLOPs: 30.32 |
7:  iteration     6340/   21553 | consumed samples:      1623040 | consumed tokens:   3323985920 | elapsed time per iteration (s): 0.30 | learning rate: 1.658E-04 | global batch size:   256 | lm loss: 3.607256E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.917 | TFLOPs: 30.31 |
7:  iteration     6350/   21553 | consumed samples:      1625600 | consumed tokens:   3329228800 | elapsed time per iteration (s): 0.30 | learning rate: 1.657E-04 | global batch size:   256 | lm loss: 3.585358E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.393 | TFLOPs: 29.73 |
7:  iteration     6360/   21553 | consumed samples:      1628160 | consumed tokens:   3334471680 | elapsed time per iteration (s): 0.30 | learning rate: 1.656E-04 | global batch size:   256 | lm loss: 3.578149E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 846.214 | TFLOPs: 29.62 |
7:  iteration     6370/   21553 | consumed samples:      1630720 | consumed tokens:   3339714560 | elapsed time per iteration (s): 0.30 | learning rate: 1.655E-04 | global batch size:   256 | lm loss: 3.590224E+00 | grad norm: 0.369 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 846.332 | TFLOPs: 29.63 |
7:  iteration     6380/   21553 | consumed samples:      1633280 | consumed tokens:   3344957440 | elapsed time per iteration (s): 0.30 | learning rate: 1.654E-04 | global batch size:   256 | lm loss: 3.580098E+00 | grad norm: 0.370 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.974 | TFLOPs: 30.28 |
7:  iteration     6390/   21553 | consumed samples:      1635840 | consumed tokens:   3350200320 | elapsed time per iteration (s): 0.30 | learning rate: 1.653E-04 | global batch size:   256 | lm loss: 3.583899E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.667 | TFLOPs: 30.30 |
7:  iteration     6400/   21553 | consumed samples:      1638400 | consumed tokens:   3355443200 | elapsed time per iteration (s): 0.30 | learning rate: 1.652E-04 | global batch size:   256 | lm loss: 3.584373E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.157 | TFLOPs: 30.32 |
7:  iteration     6410/   21553 | consumed samples:      1640960 | consumed tokens:   3360686080 | elapsed time per iteration (s): 0.30 | learning rate: 1.651E-04 | global batch size:   256 | lm loss: 3.582521E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.996 | TFLOPs: 30.04 |
7:  iteration     6420/   21553 | consumed samples:      1643520 | consumed tokens:   3365928960 | elapsed time per iteration (s): 0.30 | learning rate: 1.650E-04 | global batch size:   256 | lm loss: 3.588062E+00 | grad norm: 0.371 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.424 | TFLOPs: 30.33 |
7:  iteration     6430/   21553 | consumed samples:      1646080 | consumed tokens:   3371171840 | elapsed time per iteration (s): 0.30 | learning rate: 1.649E-04 | global batch size:   256 | lm loss: 3.571884E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.216 | TFLOPs: 30.32 |
7:  iteration     6440/   21553 | consumed samples:      1648640 | consumed tokens:   3376414720 | elapsed time per iteration (s): 0.30 | learning rate: 1.648E-04 | global batch size:   256 | lm loss: 3.583472E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.717 | TFLOPs: 30.27 |
7:  iteration     6450/   21553 | consumed samples:      1651200 | consumed tokens:   3381657600 | elapsed time per iteration (s): 0.30 | learning rate: 1.647E-04 | global batch size:   256 | lm loss: 3.593065E+00 | grad norm: 0.379 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.285 | TFLOPs: 30.33 |
7:  iteration     6460/   21553 | consumed samples:      1653760 | consumed tokens:   3386900480 | elapsed time per iteration (s): 0.30 | learning rate: 1.646E-04 | global batch size:   256 | lm loss: 3.586749E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.762 | TFLOPs: 30.34 |
7:  iteration     6470/   21553 | consumed samples:      1656320 | consumed tokens:   3392143360 | elapsed time per iteration (s): 0.30 | learning rate: 1.645E-04 | global batch size:   256 | lm loss: 3.568985E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 851.985 | TFLOPs: 29.83 |
7:  iteration     6480/   21553 | consumed samples:      1658880 | consumed tokens:   3397386240 | elapsed time per iteration (s): 0.30 | learning rate: 1.644E-04 | global batch size:   256 | lm loss: 3.583313E+00 | grad norm: 0.362 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.268 | TFLOPs: 30.33 |
7:  iteration     6490/   21553 | consumed samples:      1661440 | consumed tokens:   3402629120 | elapsed time per iteration (s): 0.30 | learning rate: 1.643E-04 | global batch size:   256 | lm loss: 3.572658E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.594 | TFLOPs: 30.34 |
7:  iteration     6500/   21553 | consumed samples:      1664000 | consumed tokens:   3407872000 | elapsed time per iteration (s): 0.30 | learning rate: 1.641E-04 | global batch size:   256 | lm loss: 3.580291E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.280 | TFLOPs: 30.33 |
7:  iteration     6510/   21553 | consumed samples:      1666560 | consumed tokens:   3413114880 | elapsed time per iteration (s): 0.30 | learning rate: 1.640E-04 | global batch size:   256 | lm loss: 3.574746E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.053 | TFLOPs: 30.32 |
7:  iteration     6520/   21553 | consumed samples:      1669120 | consumed tokens:   3418357760 | elapsed time per iteration (s): 0.30 | learning rate: 1.639E-04 | global batch size:   256 | lm loss: 3.581520E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.280 | TFLOPs: 30.33 |
7:  iteration     6530/   21553 | consumed samples:      1671680 | consumed tokens:   3423600640 | elapsed time per iteration (s): 0.30 | learning rate: 1.638E-04 | global batch size:   256 | lm loss: 3.583979E+00 | grad norm: 0.367 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 848.338 | TFLOPs: 29.70 |
7:  iteration     6540/   21553 | consumed samples:      1674240 | consumed tokens:   3428843520 | elapsed time per iteration (s): 0.30 | learning rate: 1.637E-04 | global batch size:   256 | lm loss: 3.582700E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.190 | TFLOPs: 30.32 |
7:  iteration     6550/   21553 | consumed samples:      1676800 | consumed tokens:   3434086400 | elapsed time per iteration (s): 0.30 | learning rate: 1.636E-04 | global batch size:   256 | lm loss: 3.595386E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.284 | TFLOPs: 30.05 |
7:  iteration     6560/   21553 | consumed samples:      1679360 | consumed tokens:   3439329280 | elapsed time per iteration (s): 0.30 | learning rate: 1.635E-04 | global batch size:   256 | lm loss: 3.574449E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 861.195 | TFLOPs: 30.15 |
7:  iteration     6570/   21553 | consumed samples:      1681920 | consumed tokens:   3444572160 | elapsed time per iteration (s): 0.30 | learning rate: 1.634E-04 | global batch size:   256 | lm loss: 3.584952E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.343 | TFLOPs: 30.33 |
7:  iteration     6580/   21553 | consumed samples:      1684480 | consumed tokens:   3449815040 | elapsed time per iteration (s): 0.31 | learning rate: 1.633E-04 | global batch size:   256 | lm loss: 3.575415E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 839.237 | TFLOPs: 29.38 |
7:  iteration     6590/   21553 | consumed samples:      1687040 | consumed tokens:   3455057920 | elapsed time per iteration (s): 0.30 | learning rate: 1.632E-04 | global batch size:   256 | lm loss: 3.579143E+00 | grad norm: 0.390 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.645 | TFLOPs: 30.30 |
7:  iteration     6600/   21553 | consumed samples:      1689600 | consumed tokens:   3460300800 | elapsed time per iteration (s): 0.30 | learning rate: 1.631E-04 | global batch size:   256 | lm loss: 3.570250E+00 | grad norm: 0.390 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.606 | TFLOPs: 30.30 |
7:  iteration     6610/   21553 | consumed samples:      1692160 | consumed tokens:   3465543680 | elapsed time per iteration (s): 0.30 | learning rate: 1.630E-04 | global batch size:   256 | lm loss: 3.567493E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.694 | TFLOPs: 30.31 |
7:  iteration     6620/   21553 | consumed samples:      1694720 | consumed tokens:   3470786560 | elapsed time per iteration (s): 0.30 | learning rate: 1.629E-04 | global batch size:   256 | lm loss: 3.570288E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.392 | TFLOPs: 30.33 |
7:  iteration     6630/   21553 | consumed samples:      1697280 | consumed tokens:   3476029440 | elapsed time per iteration (s): 0.30 | learning rate: 1.628E-04 | global batch size:   256 | lm loss: 3.566401E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.908 | TFLOPs: 30.03 |
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7:  iteration     6770/   21553 | consumed samples:      1733120 | consumed tokens:   3549429760 | elapsed time per iteration (s): 0.30 | learning rate: 1.612E-04 | global batch size:   256 | lm loss: 3.551893E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 861.880 | TFLOPs: 30.17 |
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7:  iteration     6840/   21553 | consumed samples:      1751040 | consumed tokens:   3586129920 | elapsed time per iteration (s): 0.30 | learning rate: 1.605E-04 | global batch size:   256 | lm loss: 3.557294E+00 | grad norm: 0.395 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.219 | TFLOPs: 30.25 |
7:  iteration     6850/   21553 | consumed samples:      1753600 | consumed tokens:   3591372800 | elapsed time per iteration (s): 0.30 | learning rate: 1.604E-04 | global batch size:   256 | lm loss: 3.562299E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 862.467 | TFLOPs: 30.19 |
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7:  iteration     6870/   21553 | consumed samples:      1758720 | consumed tokens:   3601858560 | elapsed time per iteration (s): 0.30 | learning rate: 1.601E-04 | global batch size:   256 | lm loss: 3.574731E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 862.875 | TFLOPs: 30.21 |
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7:  iteration     6900/   21553 | consumed samples:      1766400 | consumed tokens:   3617587200 | elapsed time per iteration (s): 0.30 | learning rate: 1.598E-04 | global batch size:   256 | lm loss: 3.569404E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.541 | TFLOPs: 30.30 |
7:  iteration     6910/   21553 | consumed samples:      1768960 | consumed tokens:   3622830080 | elapsed time per iteration (s): 0.30 | learning rate: 1.597E-04 | global batch size:   256 | lm loss: 3.558058E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.351 | TFLOPs: 30.33 |
7:  iteration     6920/   21553 | consumed samples:      1771520 | consumed tokens:   3628072960 | elapsed time per iteration (s): 0.30 | learning rate: 1.596E-04 | global batch size:   256 | lm loss: 3.560930E+00 | grad norm: 0.372 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.065 | TFLOPs: 30.32 |
7:  iteration     6930/   21553 | consumed samples:      1774080 | consumed tokens:   3633315840 | elapsed time per iteration (s): 0.30 | learning rate: 1.595E-04 | global batch size:   256 | lm loss: 3.553828E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.428 | TFLOPs: 30.02 |
7:  iteration     6940/   21553 | consumed samples:      1776640 | consumed tokens:   3638558720 | elapsed time per iteration (s): 0.30 | learning rate: 1.594E-04 | global batch size:   256 | lm loss: 3.550644E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.923 | TFLOPs: 30.35 |
7:  iteration     6950/   21553 | consumed samples:      1779200 | consumed tokens:   3643801600 | elapsed time per iteration (s): 0.30 | learning rate: 1.593E-04 | global batch size:   256 | lm loss: 3.566758E+00 | grad norm: 0.381 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.647 | TFLOPs: 30.34 |
7:  iteration     6960/   21553 | consumed samples:      1781760 | consumed tokens:   3649044480 | elapsed time per iteration (s): 0.30 | learning rate: 1.592E-04 | global batch size:   256 | lm loss: 3.544695E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 859.255 | TFLOPs: 30.08 |
7:  iteration     6970/   21553 | consumed samples:      1784320 | consumed tokens:   3654287360 | elapsed time per iteration (s): 0.30 | learning rate: 1.590E-04 | global batch size:   256 | lm loss: 3.563676E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.549 | TFLOPs: 30.34 |
7:  iteration     6980/   21553 | consumed samples:      1786880 | consumed tokens:   3659530240 | elapsed time per iteration (s): 0.30 | learning rate: 1.589E-04 | global batch size:   256 | lm loss: 3.563227E+00 | grad norm: 0.377 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 843.763 | TFLOPs: 29.54 |
7:  iteration     6990/   21553 | consumed samples:      1789440 | consumed tokens:   3664773120 | elapsed time per iteration (s): 0.30 | learning rate: 1.588E-04 | global batch size:   256 | lm loss: 3.554714E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.090 | TFLOPs: 30.32 |
7:  iteration     7000/   21553 | consumed samples:      1792000 | consumed tokens:   3670016000 | elapsed time per iteration (s): 0.30 | learning rate: 1.587E-04 | global batch size:   256 | lm loss: 3.552399E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.391 | TFLOPs: 30.26 |
7: -----------------------------------------------------------------------------------------------
7: validation loss at iteration 7000 | lm loss value: 3.602778E+00 | lm loss PPL: 3.670004E+01 | 
7: -----------------------------------------------------------------------------------------------
0: saving checkpoint at iteration    7000 to checkpoints_146m14b400m
0: [2023-03-15 22:33:23,147] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step7000 is begin to save!
0: [2023-03-15 22:33:23,152] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/layer_01-model_00-model_states.pt...
0: [2023-03-15 22:33:23,236] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step7000/layer_01-model_00-model_states.pt.
0: [2023-03-15 22:33:23,236] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/layer_03-model_00-model_states.pt...
0: [2023-03-15 22:33:23,251] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step7000/layer_03-model_00-model_states.pt.
0: [2023-03-15 22:33:23,251] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/layer_04-model_00-model_states.pt...
0: [2023-03-15 22:33:23,266] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step7000/layer_04-model_00-model_states.pt.
0: [2023-03-15 22:33:23,267] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/layer_05-model_00-model_states.pt...
0: [2023-03-15 22:33:23,281] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step7000/layer_05-model_00-model_states.pt.
0: [2023-03-15 22:33:23,281] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/layer_06-model_00-model_states.pt...
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0: [2023-03-15 22:33:23,311] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/layer_08-model_00-model_states.pt...
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0: [2023-03-15 22:33:23,326] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/layer_09-model_00-model_states.pt...
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0: [2023-03-15 22:33:23,341] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/layer_10-model_00-model_states.pt...
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0: [2023-03-15 22:33:23,356] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/layer_11-model_00-model_states.pt...
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0: [2023-03-15 22:33:23,386] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/layer_13-model_00-model_states.pt...
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0: [2023-03-15 22:33:23,400] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/layer_14-model_00-model_states.pt...
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0: [2023-03-15 22:33:23,415] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/layer_15-model_00-model_states.pt...
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0: [2023-03-15 22:33:23,430] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/layer_16-model_00-model_states.pt...
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0: [2023-03-15 22:33:23,445] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/layer_17-model_00-model_states.pt...
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0: [2023-03-15 22:33:23,460] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/layer_19-model_00-model_states.pt...
0: [2023-03-15 22:33:23,461] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step7000/layer_19-model_00-model_states.pt.
0: [2023-03-15 22:33:23,462] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step7000/mp_rank_00_model_states.pt
0: [2023-03-15 22:33:23,462] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/mp_rank_00_model_states.pt...
0: [2023-03-15 22:33:23,464] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step7000/mp_rank_00_model_states.pt.
0: [2023-03-15 22:33:23,481] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:33:23,481] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:33:23,481] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:33:23,481] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:33:23,481] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:33:23,481] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
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3: [2023-03-15 22:33:23,515] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
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5: [2023-03-15 22:33:23,516] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
1: [2023-03-15 22:33:23,516] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
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1: [2023-03-15 22:33:23,516] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
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5: [2023-03-15 22:33:23,518] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
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5: [2023-03-15 22:33:23,518] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
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0: [2023-03-15 22:33:23,519] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt
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4: [2023-03-15 22:33:23,519] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt
4: [2023-03-15 22:33:23,519] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
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2: [2023-03-15 22:33:23,526] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt
6: [2023-03-15 22:33:23,526] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
2: [2023-03-15 22:33:23,526] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
6: [2023-03-15 22:33:23,526] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
6: [2023-03-15 22:33:23,526] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
1: [2023-03-15 22:33:23,526] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:33:23,526] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-15 22:33:23,526] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
0: [2023-03-15 22:33:23,527] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt.
0: [2023-03-15 22:33:23,527] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt.
0: [2023-03-15 22:33:23,527] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt
0: [2023-03-15 22:33:23,528] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt
0: [2023-03-15 22:33:23,527] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt.
0: [2023-03-15 22:33:23,527] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt.
0: [2023-03-15 22:33:23,528] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
0: [2023-03-15 22:33:23,528] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
0: [2023-03-15 22:33:23,528] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt
0: [2023-03-15 22:33:23,528] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt
0: [2023-03-15 22:33:23,528] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
0: [2023-03-15 22:33:23,528] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
4: [2023-03-15 22:33:23,531] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:33:23,531] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:33:23,531] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-15 22:33:23,531] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:33:23,531] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt
4: [2023-03-15 22:33:23,531] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:33:23,531] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
4: [2023-03-15 22:33:23,531] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
4: [2023-03-15 22:33:23,531] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt
4: [2023-03-15 22:33:23,531] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
4: [2023-03-15 22:33:23,531] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
4: [2023-03-15 22:33:23,531] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
3: [2023-03-15 22:33:23,535] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:33:23,535] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt
3: [2023-03-15 22:33:23,535] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
0: [2023-03-15 22:33:23,543] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step7000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 22:33:23,543] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
0:   successfully saved checkpoint at iteration    7000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 400.21
7:  iteration     7010/   21553 | consumed samples:      1794560 | consumed tokens:   3675258880 | elapsed time per iteration (s): 0.35 | learning rate: 1.586E-04 | global batch size:   256 | lm loss: 3.544727E+00 | grad norm: 0.427 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 740.779 | TFLOPs: 25.93 |
7:  iteration     7020/   21553 | consumed samples:      1797120 | consumed tokens:   3680501760 | elapsed time per iteration (s): 0.30 | learning rate: 1.585E-04 | global batch size:   256 | lm loss: 3.557368E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.033 | TFLOPs: 30.28 |
7:  iteration     7030/   21553 | consumed samples:      1799680 | consumed tokens:   3685744640 | elapsed time per iteration (s): 0.30 | learning rate: 1.584E-04 | global batch size:   256 | lm loss: 3.564641E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.280 | TFLOPs: 30.33 |
7:  iteration     7040/   21553 | consumed samples:      1802240 | consumed tokens:   3690987520 | elapsed time per iteration (s): 0.30 | learning rate: 1.583E-04 | global batch size:   256 | lm loss: 3.549061E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.234 | TFLOPs: 30.22 |
7:  iteration     7050/   21553 | consumed samples:      1804800 | consumed tokens:   3696230400 | elapsed time per iteration (s): 0.30 | learning rate: 1.582E-04 | global batch size:   256 | lm loss: 3.552059E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.835 | TFLOPs: 30.24 |
7:  iteration     7060/   21553 | consumed samples:      1807360 | consumed tokens:   3701473280 | elapsed time per iteration (s): 0.30 | learning rate: 1.580E-04 | global batch size:   256 | lm loss: 3.550676E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.740 | TFLOPs: 30.34 |
7:  iteration     7070/   21553 | consumed samples:      1809920 | consumed tokens:   3706716160 | elapsed time per iteration (s): 0.30 | learning rate: 1.579E-04 | global batch size:   256 | lm loss: 3.558329E+00 | grad norm: 0.408 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.485 | TFLOPs: 30.33 |
7:  iteration     7080/   21553 | consumed samples:      1812480 | consumed tokens:   3711959040 | elapsed time per iteration (s): 0.30 | learning rate: 1.578E-04 | global batch size:   256 | lm loss: 3.573863E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.807 | TFLOPs: 30.34 |
7:  iteration     7090/   21553 | consumed samples:      1815040 | consumed tokens:   3717201920 | elapsed time per iteration (s): 0.30 | learning rate: 1.577E-04 | global batch size:   256 | lm loss: 3.562864E+00 | grad norm: 0.367 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.159 | TFLOPs: 30.22 |
7:  iteration     7100/   21553 | consumed samples:      1817600 | consumed tokens:   3722444800 | elapsed time per iteration (s): 0.30 | learning rate: 1.576E-04 | global batch size:   256 | lm loss: 3.560957E+00 | grad norm: 0.444 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 862.400 | TFLOPs: 30.19 |
7:  iteration     7110/   21553 | consumed samples:      1820160 | consumed tokens:   3727687680 | elapsed time per iteration (s): 0.30 | learning rate: 1.575E-04 | global batch size:   256 | lm loss: 3.555504E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.708 | TFLOPs: 30.27 |
7:  iteration     7120/   21553 | consumed samples:      1822720 | consumed tokens:   3732930560 | elapsed time per iteration (s): 0.30 | learning rate: 1.574E-04 | global batch size:   256 | lm loss: 3.554702E+00 | grad norm: 0.364 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 852.290 | TFLOPs: 29.84 |
7:  iteration     7130/   21553 | consumed samples:      1825280 | consumed tokens:   3738173440 | elapsed time per iteration (s): 0.30 | learning rate: 1.573E-04 | global batch size:   256 | lm loss: 3.582598E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.737 | TFLOPs: 30.24 |
7:  iteration     7140/   21553 | consumed samples:      1827840 | consumed tokens:   3743416320 | elapsed time per iteration (s): 0.30 | learning rate: 1.571E-04 | global batch size:   256 | lm loss: 3.553687E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.488 | TFLOPs: 30.26 |
7:  iteration     7150/   21553 | consumed samples:      1830400 | consumed tokens:   3748659200 | elapsed time per iteration (s): 0.30 | learning rate: 1.570E-04 | global batch size:   256 | lm loss: 3.569394E+00 | grad norm: 0.386 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.689 | TFLOPs: 30.31 |
7:  iteration     7160/   21553 | consumed samples:      1832960 | consumed tokens:   3753902080 | elapsed time per iteration (s): 0.30 | learning rate: 1.569E-04 | global batch size:   256 | lm loss: 3.549259E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.702 | TFLOPs: 30.31 |
7:  iteration     7170/   21553 | consumed samples:      1835520 | consumed tokens:   3759144960 | elapsed time per iteration (s): 0.30 | learning rate: 1.568E-04 | global batch size:   256 | lm loss: 3.546183E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.800 | TFLOPs: 30.31 |
7:  iteration     7180/   21553 | consumed samples:      1838080 | consumed tokens:   3764387840 | elapsed time per iteration (s): 0.30 | learning rate: 1.567E-04 | global batch size:   256 | lm loss: 3.551052E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.535 | TFLOPs: 30.26 |
7:  iteration     7190/   21553 | consumed samples:      1840640 | consumed tokens:   3769630720 | elapsed time per iteration (s): 0.30 | learning rate: 1.566E-04 | global batch size:   256 | lm loss: 3.562616E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.481 | TFLOPs: 30.26 |
7:  iteration     7200/   21553 | consumed samples:      1843200 | consumed tokens:   3774873600 | elapsed time per iteration (s): 0.30 | learning rate: 1.565E-04 | global batch size:   256 | lm loss: 3.555363E+00 | grad norm: 0.383 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.364 | TFLOPs: 30.22 |
7:  iteration     7210/   21553 | consumed samples:      1845760 | consumed tokens:   3780116480 | elapsed time per iteration (s): 0.30 | learning rate: 1.563E-04 | global batch size:   256 | lm loss: 3.545991E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.934 | TFLOPs: 30.24 |
7:  iteration     7220/   21553 | consumed samples:      1848320 | consumed tokens:   3785359360 | elapsed time per iteration (s): 0.30 | learning rate: 1.562E-04 | global batch size:   256 | lm loss: 3.543502E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.791 | TFLOPs: 30.31 |
7:  iteration     7230/   21553 | consumed samples:      1850880 | consumed tokens:   3790602240 | elapsed time per iteration (s): 0.30 | learning rate: 1.561E-04 | global batch size:   256 | lm loss: 3.540954E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.291 | TFLOPs: 30.29 |
7:  iteration     7240/   21553 | consumed samples:      1853440 | consumed tokens:   3795845120 | elapsed time per iteration (s): 0.30 | learning rate: 1.560E-04 | global batch size:   256 | lm loss: 3.563818E+00 | grad norm: 0.635 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.010 | TFLOPs: 30.04 |
7:  iteration     7250/   21553 | consumed samples:      1856000 | consumed tokens:   3801088000 | elapsed time per iteration (s): 0.30 | learning rate: 1.559E-04 | global batch size:   256 | lm loss: 3.553893E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.539 | TFLOPs: 30.30 |
7:  iteration     7260/   21553 | consumed samples:      1858560 | consumed tokens:   3806330880 | elapsed time per iteration (s): 0.30 | learning rate: 1.558E-04 | global batch size:   256 | lm loss: 3.542468E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.776 | TFLOPs: 30.31 |
7:  iteration     7270/   21553 | consumed samples:      1861120 | consumed tokens:   3811573760 | elapsed time per iteration (s): 0.30 | learning rate: 1.557E-04 | global batch size:   256 | lm loss: 3.538985E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.672 | TFLOPs: 30.30 |
7:  iteration     7280/   21553 | consumed samples:      1863680 | consumed tokens:   3816816640 | elapsed time per iteration (s): 0.30 | learning rate: 1.556E-04 | global batch size:   256 | lm loss: 3.555299E+00 | grad norm: 0.408 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.013 | TFLOPs: 30.32 |
7:  iteration     7290/   21553 | consumed samples:      1866240 | consumed tokens:   3822059520 | elapsed time per iteration (s): 0.30 | learning rate: 1.554E-04 | global batch size:   256 | lm loss: 3.531457E+00 | grad norm: 0.389 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 860.481 | TFLOPs: 30.12 |
7:  iteration     7300/   21553 | consumed samples:      1868800 | consumed tokens:   3827302400 | elapsed time per iteration (s): 0.30 | learning rate: 1.553E-04 | global batch size:   256 | lm loss: 3.542684E+00 | grad norm: 0.370 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.867 | TFLOPs: 30.28 |
7:  iteration     7310/   21553 | consumed samples:      1871360 | consumed tokens:   3832545280 | elapsed time per iteration (s): 0.30 | learning rate: 1.552E-04 | global batch size:   256 | lm loss: 3.558484E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.373 | TFLOPs: 30.29 |
7:  iteration     7320/   21553 | consumed samples:      1873920 | consumed tokens:   3837788160 | elapsed time per iteration (s): 0.30 | learning rate: 1.551E-04 | global batch size:   256 | lm loss: 3.536255E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.744 | TFLOPs: 30.31 |
7:  iteration     7330/   21553 | consumed samples:      1876480 | consumed tokens:   3843031040 | elapsed time per iteration (s): 0.30 | learning rate: 1.550E-04 | global batch size:   256 | lm loss: 3.543731E+00 | grad norm: 0.368 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.333 | TFLOPs: 30.29 |
7:  iteration     7340/   21553 | consumed samples:      1879040 | consumed tokens:   3848273920 | elapsed time per iteration (s): 0.30 | learning rate: 1.549E-04 | global batch size:   256 | lm loss: 3.550783E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.251 | TFLOPs: 30.33 |
7:  iteration     7350/   21553 | consumed samples:      1881600 | consumed tokens:   3853516800 | elapsed time per iteration (s): 0.30 | learning rate: 1.547E-04 | global batch size:   256 | lm loss: 3.545900E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.657 | TFLOPs: 30.30 |
7:  iteration     7360/   21553 | consumed samples:      1884160 | consumed tokens:   3858759680 | elapsed time per iteration (s): 0.30 | learning rate: 1.546E-04 | global batch size:   256 | lm loss: 3.547052E+00 | grad norm: 0.391 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.489 | TFLOPs: 30.30 |
7:  iteration     7370/   21553 | consumed samples:      1886720 | consumed tokens:   3864002560 | elapsed time per iteration (s): 0.30 | learning rate: 1.545E-04 | global batch size:   256 | lm loss: 3.538363E+00 | grad norm: 0.407 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.037 | TFLOPs: 30.28 |
7:  iteration     7380/   21553 | consumed samples:      1889280 | consumed tokens:   3869245440 | elapsed time per iteration (s): 0.30 | learning rate: 1.544E-04 | global batch size:   256 | lm loss: 3.529831E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.379 | TFLOPs: 30.29 |
7:  iteration     7390/   21553 | consumed samples:      1891840 | consumed tokens:   3874488320 | elapsed time per iteration (s): 0.30 | learning rate: 1.543E-04 | global batch size:   256 | lm loss: 3.559024E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.618 | TFLOPs: 30.30 |
7:  iteration     7400/   21553 | consumed samples:      1894400 | consumed tokens:   3879731200 | elapsed time per iteration (s): 0.30 | learning rate: 1.542E-04 | global batch size:   256 | lm loss: 3.558039E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.119 | TFLOPs: 30.29 |
7:  iteration     7410/   21553 | consumed samples:      1896960 | consumed tokens:   3884974080 | elapsed time per iteration (s): 0.30 | learning rate: 1.541E-04 | global batch size:   256 | lm loss: 3.543863E+00 | grad norm: 0.400 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.908 | TFLOPs: 29.93 |
7:  iteration     7420/   21553 | consumed samples:      1899520 | consumed tokens:   3890216960 | elapsed time per iteration (s): 0.30 | learning rate: 1.539E-04 | global batch size:   256 | lm loss: 3.527507E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.567 | TFLOPs: 30.34 |
7:  iteration     7430/   21553 | consumed samples:      1902080 | consumed tokens:   3895459840 | elapsed time per iteration (s): 0.30 | learning rate: 1.538E-04 | global batch size:   256 | lm loss: 3.531802E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.026 | TFLOPs: 30.32 |
7:  iteration     7440/   21553 | consumed samples:      1904640 | consumed tokens:   3900702720 | elapsed time per iteration (s): 0.30 | learning rate: 1.537E-04 | global batch size:   256 | lm loss: 3.534933E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.837 | TFLOPs: 30.31 |
7:  iteration     7450/   21553 | consumed samples:      1907200 | consumed tokens:   3905945600 | elapsed time per iteration (s): 0.30 | learning rate: 1.536E-04 | global batch size:   256 | lm loss: 3.527710E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.017 | TFLOPs: 30.28 |
7:  iteration     7460/   21553 | consumed samples:      1909760 | consumed tokens:   3911188480 | elapsed time per iteration (s): 0.30 | learning rate: 1.535E-04 | global batch size:   256 | lm loss: 3.542594E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.882 | TFLOPs: 30.31 |
7:  iteration     7470/   21553 | consumed samples:      1912320 | consumed tokens:   3916431360 | elapsed time per iteration (s): 0.30 | learning rate: 1.534E-04 | global batch size:   256 | lm loss: 3.539003E+00 | grad norm: 0.370 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.905 | TFLOPs: 30.31 |
7:  iteration     7480/   21553 | consumed samples:      1914880 | consumed tokens:   3921674240 | elapsed time per iteration (s): 0.30 | learning rate: 1.532E-04 | global batch size:   256 | lm loss: 3.524866E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.666 | TFLOPs: 30.30 |
7:  iteration     7490/   21553 | consumed samples:      1917440 | consumed tokens:   3926917120 | elapsed time per iteration (s): 0.30 | learning rate: 1.531E-04 | global batch size:   256 | lm loss: 3.535057E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.539 | TFLOPs: 30.34 |
7:  iteration     7500/   21553 | consumed samples:      1920000 | consumed tokens:   3932160000 | elapsed time per iteration (s): 0.30 | learning rate: 1.530E-04 | global batch size:   256 | lm loss: 3.531992E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.297 | TFLOPs: 30.36 |
7:  iteration     7510/   21553 | consumed samples:      1922560 | consumed tokens:   3937402880 | elapsed time per iteration (s): 0.30 | learning rate: 1.529E-04 | global batch size:   256 | lm loss: 3.532061E+00 | grad norm: 0.366 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.953 | TFLOPs: 30.35 |
7:  iteration     7520/   21553 | consumed samples:      1925120 | consumed tokens:   3942645760 | elapsed time per iteration (s): 0.30 | learning rate: 1.528E-04 | global batch size:   256 | lm loss: 3.542413E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.215 | TFLOPs: 30.36 |
7:  iteration     7530/   21553 | consumed samples:      1927680 | consumed tokens:   3947888640 | elapsed time per iteration (s): 0.30 | learning rate: 1.527E-04 | global batch size:   256 | lm loss: 3.532779E+00 | grad norm: 0.376 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.085 | TFLOPs: 30.35 |
7:  iteration     7540/   21553 | consumed samples:      1930240 | consumed tokens:   3953131520 | elapsed time per iteration (s): 0.30 | learning rate: 1.525E-04 | global batch size:   256 | lm loss: 3.506894E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.947 | TFLOPs: 30.35 |
7:  iteration     7550/   21553 | consumed samples:      1932800 | consumed tokens:   3958374400 | elapsed time per iteration (s): 0.30 | learning rate: 1.524E-04 | global batch size:   256 | lm loss: 3.538826E+00 | grad norm: 0.386 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.667 | TFLOPs: 30.34 |
7:  iteration     7560/   21553 | consumed samples:      1935360 | consumed tokens:   3963617280 | elapsed time per iteration (s): 0.30 | learning rate: 1.523E-04 | global batch size:   256 | lm loss: 3.541920E+00 | grad norm: 0.379 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.750 | TFLOPs: 30.34 |
7:  iteration     7570/   21553 | consumed samples:      1937920 | consumed tokens:   3968860160 | elapsed time per iteration (s): 0.30 | learning rate: 1.522E-04 | global batch size:   256 | lm loss: 3.531594E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.616 | TFLOPs: 30.37 |
7:  iteration     7580/   21553 | consumed samples:      1940480 | consumed tokens:   3974103040 | elapsed time per iteration (s): 0.30 | learning rate: 1.521E-04 | global batch size:   256 | lm loss: 3.528872E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.478 | TFLOPs: 30.33 |
7:  iteration     7590/   21553 | consumed samples:      1943040 | consumed tokens:   3979345920 | elapsed time per iteration (s): 0.30 | learning rate: 1.520E-04 | global batch size:   256 | lm loss: 3.534289E+00 | grad norm: 0.381 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.260 | TFLOPs: 30.33 |
7:  iteration     7600/   21553 | consumed samples:      1945600 | consumed tokens:   3984588800 | elapsed time per iteration (s): 0.30 | learning rate: 1.518E-04 | global batch size:   256 | lm loss: 3.520607E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.056 | TFLOPs: 30.32 |
7:  iteration     7610/   21553 | consumed samples:      1948160 | consumed tokens:   3989831680 | elapsed time per iteration (s): 0.30 | learning rate: 1.517E-04 | global batch size:   256 | lm loss: 3.516031E+00 | grad norm: 0.384 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.255 | TFLOPs: 30.33 |
7:  iteration     7620/   21553 | consumed samples:      1950720 | consumed tokens:   3995074560 | elapsed time per iteration (s): 0.30 | learning rate: 1.516E-04 | global batch size:   256 | lm loss: 3.529634E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.339 | TFLOPs: 29.91 |
7:  iteration     7630/   21553 | consumed samples:      1953280 | consumed tokens:   4000317440 | elapsed time per iteration (s): 0.30 | learning rate: 1.515E-04 | global batch size:   256 | lm loss: 3.543587E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.970 | TFLOPs: 30.32 |
7:  iteration     7640/   21553 | consumed samples:      1955840 | consumed tokens:   4005560320 | elapsed time per iteration (s): 0.30 | learning rate: 1.514E-04 | global batch size:   256 | lm loss: 3.530496E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.990 | TFLOPs: 30.32 |
7:  iteration     7650/   21553 | consumed samples:      1958400 | consumed tokens:   4010803200 | elapsed time per iteration (s): 0.30 | learning rate: 1.513E-04 | global batch size:   256 | lm loss: 3.536576E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.853 | TFLOPs: 30.31 |
7:  iteration     7660/   21553 | consumed samples:      1960960 | consumed tokens:   4016046080 | elapsed time per iteration (s): 0.30 | learning rate: 1.511E-04 | global batch size:   256 | lm loss: 3.522413E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 860.463 | TFLOPs: 30.12 |
7:  iteration     7670/   21553 | consumed samples:      1963520 | consumed tokens:   4021288960 | elapsed time per iteration (s): 0.30 | learning rate: 1.510E-04 | global batch size:   256 | lm loss: 3.526209E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.219 | TFLOPs: 30.32 |
7:  iteration     7680/   21553 | consumed samples:      1966080 | consumed tokens:   4026531840 | elapsed time per iteration (s): 0.30 | learning rate: 1.509E-04 | global batch size:   256 | lm loss: 3.517473E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.340 | TFLOPs: 30.33 |
7:  iteration     7690/   21553 | consumed samples:      1968640 | consumed tokens:   4031774720 | elapsed time per iteration (s): 0.30 | learning rate: 1.508E-04 | global batch size:   256 | lm loss: 3.528203E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.880 | TFLOPs: 30.31 |
7:  iteration     7700/   21553 | consumed samples:      1971200 | consumed tokens:   4037017600 | elapsed time per iteration (s): 0.30 | learning rate: 1.507E-04 | global batch size:   256 | lm loss: 3.523803E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.319 | TFLOPs: 30.33 |
7:  iteration     7710/   21553 | consumed samples:      1973760 | consumed tokens:   4042260480 | elapsed time per iteration (s): 0.30 | learning rate: 1.505E-04 | global batch size:   256 | lm loss: 3.534808E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.735 | TFLOPs: 30.34 |
7:  iteration     7720/   21553 | consumed samples:      1976320 | consumed tokens:   4047503360 | elapsed time per iteration (s): 0.30 | learning rate: 1.504E-04 | global batch size:   256 | lm loss: 3.510158E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.030 | TFLOPs: 30.35 |
7:  iteration     7730/   21553 | consumed samples:      1978880 | consumed tokens:   4052746240 | elapsed time per iteration (s): 0.30 | learning rate: 1.503E-04 | global batch size:   256 | lm loss: 3.524253E+00 | grad norm: 0.364 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.117 | TFLOPs: 29.97 |
7:  iteration     7740/   21553 | consumed samples:      1981440 | consumed tokens:   4057989120 | elapsed time per iteration (s): 0.30 | learning rate: 1.502E-04 | global batch size:   256 | lm loss: 3.519387E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.619 | TFLOPs: 29.95 |
7:  iteration     7750/   21553 | consumed samples:      1984000 | consumed tokens:   4063232000 | elapsed time per iteration (s): 0.30 | learning rate: 1.501E-04 | global batch size:   256 | lm loss: 3.537253E+00 | grad norm: 0.383 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.701 | TFLOPs: 30.34 |
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7:  iteration     7770/   21553 | consumed samples:      1989120 | consumed tokens:   4073717760 | elapsed time per iteration (s): 0.30 | learning rate: 1.498E-04 | global batch size:   256 | lm loss: 3.521726E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.237 | TFLOPs: 30.32 |
7:  iteration     7780/   21553 | consumed samples:      1991680 | consumed tokens:   4078960640 | elapsed time per iteration (s): 0.30 | learning rate: 1.497E-04 | global batch size:   256 | lm loss: 3.524768E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.911 | TFLOPs: 30.35 |
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7:  iteration     7810/   21553 | consumed samples:      1999360 | consumed tokens:   4094689280 | elapsed time per iteration (s): 0.30 | learning rate: 1.494E-04 | global batch size:   256 | lm loss: 3.517253E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.195 | TFLOPs: 30.36 |
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7:  iteration     7840/   21553 | consumed samples:      2007040 | consumed tokens:   4110417920 | elapsed time per iteration (s): 0.30 | learning rate: 1.490E-04 | global batch size:   256 | lm loss: 3.541463E+00 | grad norm: 0.385 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.373 | TFLOPs: 30.33 |
7:  iteration     7850/   21553 | consumed samples:      2009600 | consumed tokens:   4115660800 | elapsed time per iteration (s): 0.30 | learning rate: 1.489E-04 | global batch size:   256 | lm loss: 3.533631E+00 | grad norm: 0.379 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.409 | TFLOPs: 30.02 |
7:  iteration     7860/   21553 | consumed samples:      2012160 | consumed tokens:   4120903680 | elapsed time per iteration (s): 0.30 | learning rate: 1.488E-04 | global batch size:   256 | lm loss: 3.520966E+00 | grad norm: 0.372 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.967 | TFLOPs: 30.35 |
7:  iteration     7870/   21553 | consumed samples:      2014720 | consumed tokens:   4126146560 | elapsed time per iteration (s): 0.30 | learning rate: 1.486E-04 | global batch size:   256 | lm loss: 3.519234E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.555 | TFLOPs: 30.34 |
7:  iteration     7880/   21553 | consumed samples:      2017280 | consumed tokens:   4131389440 | elapsed time per iteration (s): 0.30 | learning rate: 1.485E-04 | global batch size:   256 | lm loss: 3.523336E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 845.185 | TFLOPs: 29.59 |
7:  iteration     7890/   21553 | consumed samples:      2019840 | consumed tokens:   4136632320 | elapsed time per iteration (s): 0.30 | learning rate: 1.484E-04 | global batch size:   256 | lm loss: 3.521613E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 859.439 | TFLOPs: 30.09 |
7:  iteration     7900/   21553 | consumed samples:      2022400 | consumed tokens:   4141875200 | elapsed time per iteration (s): 0.30 | learning rate: 1.483E-04 | global batch size:   256 | lm loss: 3.509087E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.559 | TFLOPs: 30.34 |
7:  iteration     7910/   21553 | consumed samples:      2024960 | consumed tokens:   4147118080 | elapsed time per iteration (s): 0.30 | learning rate: 1.482E-04 | global batch size:   256 | lm loss: 3.515529E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.047 | TFLOPs: 29.93 |
7:  iteration     7920/   21553 | consumed samples:      2027520 | consumed tokens:   4152360960 | elapsed time per iteration (s): 0.30 | learning rate: 1.480E-04 | global batch size:   256 | lm loss: 3.519638E+00 | grad norm: 0.369 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.756 | TFLOPs: 29.92 |
7:  iteration     7930/   21553 | consumed samples:      2030080 | consumed tokens:   4157603840 | elapsed time per iteration (s): 0.30 | learning rate: 1.479E-04 | global batch size:   256 | lm loss: 3.512117E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.532 | TFLOPs: 30.37 |
7:  iteration     7940/   21553 | consumed samples:      2032640 | consumed tokens:   4162846720 | elapsed time per iteration (s): 0.30 | learning rate: 1.478E-04 | global batch size:   256 | lm loss: 3.519603E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.984 | TFLOPs: 30.35 |
7:  iteration     7950/   21553 | consumed samples:      2035200 | consumed tokens:   4168089600 | elapsed time per iteration (s): 0.30 | learning rate: 1.477E-04 | global batch size:   256 | lm loss: 3.532740E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.025 | TFLOPs: 30.32 |
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7:  iteration     7970/   21553 | consumed samples:      2040320 | consumed tokens:   4178575360 | elapsed time per iteration (s): 0.30 | learning rate: 1.474E-04 | global batch size:   256 | lm loss: 3.511115E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.263 | TFLOPs: 30.33 |
7:  iteration     7980/   21553 | consumed samples:      2042880 | consumed tokens:   4183818240 | elapsed time per iteration (s): 0.30 | learning rate: 1.473E-04 | global batch size:   256 | lm loss: 3.514782E+00 | grad norm: 0.428 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.921 | TFLOPs: 30.31 |
7:  iteration     7990/   21553 | consumed samples:      2045440 | consumed tokens:   4189061120 | elapsed time per iteration (s): 0.30 | learning rate: 1.472E-04 | global batch size:   256 | lm loss: 3.515827E+00 | grad norm: 0.368 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 861.375 | TFLOPs: 30.15 |
0: [2023-03-15 22:38:19,657] [INFO] [logging.py:68:log_dist] [Rank 0] step=8000, skipped=0, lr=[0.00014708123251590496, 0.00014708123251590496, 0.00014708123251590496], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration     8000/   21553 | consumed samples:      2048000 | consumed tokens:   4194304000 | elapsed time per iteration (s): 0.30 | learning rate: 1.471E-04 | global batch size:   256 | lm loss: 3.508440E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.365 | TFLOPs: 30.36 |
0: steps: 8000 loss: 3.4844 iter time (s): 0.294 samples/sec: 870.036
7: -----------------------------------------------------------------------------------------------
7: validation loss at iteration 8000 | lm loss value: 3.573372E+00 | lm loss PPL: 3.563655E+01 | 
7: -----------------------------------------------------------------------------------------------
0: saving checkpoint at iteration    8000 to checkpoints_146m14b400m
0: [2023-03-15 22:38:19,779] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step8000 is begin to save!
0: [2023-03-15 22:38:19,784] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/layer_01-model_00-model_states.pt...
0: [2023-03-15 22:38:19,869] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/layer_01-model_00-model_states.pt.
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0: [2023-03-15 22:38:19,885] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/layer_04-model_00-model_states.pt...
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0: [2023-03-15 22:38:19,900] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/layer_05-model_00-model_states.pt...
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0: [2023-03-15 22:38:19,915] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/layer_06-model_00-model_states.pt...
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0: [2023-03-15 22:38:19,930] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/layer_07-model_00-model_states.pt...
0: [2023-03-15 22:38:19,945] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/layer_07-model_00-model_states.pt.
0: [2023-03-15 22:38:19,945] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/layer_08-model_00-model_states.pt...
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0: [2023-03-15 22:38:20,096] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step8000/mp_rank_00_model_states.pt
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0: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt...
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4: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt...
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4: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt...
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6: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt...
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7: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
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4: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt...
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1: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt...
6: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt...
6: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt...
6: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
5: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt...
5: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt...
5: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt...
5: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt...
5: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt...
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5: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt...
5: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt...
3: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt...
1: [2023-03-15 22:38:20,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:38:20,145] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:38:20,147] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:38:20,147] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:38:20,148] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
5: [2023-03-15 22:38:20,148] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-15 22:38:20,148] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
5: [2023-03-15 22:38:20,148] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
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3: [2023-03-15 22:38:20,148] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
6: [2023-03-15 22:38:20,148] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:38:20,148] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:38:20,148] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:38:20,148] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
4: [2023-03-15 22:38:20,149] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
3: [2023-03-15 22:38:20,148] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:38:20,148] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
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2: [2023-03-15 22:38:20,156] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt
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2: [2023-03-15 22:38:20,156] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
0: [2023-03-15 22:38:20,156] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:38:20,156] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt.
0: [2023-03-15 22:38:20,156] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt
5: [2023-03-15 22:38:20,156] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt
0: [2023-03-15 22:38:20,156] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
5: [2023-03-15 22:38:20,156] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
2: [2023-03-15 22:38:20,156] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt.
2: [2023-03-15 22:38:20,156] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
2: [2023-03-15 22:38:20,156] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt.
2: [2023-03-15 22:38:20,156] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
2: [2023-03-15 22:38:20,156] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
2: [2023-03-15 22:38:20,156] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
1: [2023-03-15 22:38:20,156] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:38:20,156] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:38:20,157] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
4: [2023-03-15 22:38:20,157] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt
1: [2023-03-15 22:38:20,157] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
4: [2023-03-15 22:38:20,157] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
6: [2023-03-15 22:38:20,157] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:38:20,157] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-15 22:38:20,157] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
7: [2023-03-15 22:38:20,158] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt.
7: [2023-03-15 22:38:20,158] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt
7: [2023-03-15 22:38:20,158] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
4: [2023-03-15 22:38:20,158] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:38:20,159] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-15 22:38:20,159] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
4: [2023-03-15 22:38:20,159] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:38:20,159] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
4: [2023-03-15 22:38:20,159] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
4: [2023-03-15 22:38:20,159] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt.
7: [2023-03-15 22:38:20,159] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:38:20,159] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt
7: [2023-03-15 22:38:20,159] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
4: [2023-03-15 22:38:20,159] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:38:20,159] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
0: [2023-03-15 22:38:20,159] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt.
7: [2023-03-15 22:38:20,159] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
4: [2023-03-15 22:38:20,159] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt
0: [2023-03-15 22:38:20,159] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt
4: [2023-03-15 22:38:20,159] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
0: [2023-03-15 22:38:20,159] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
6: [2023-03-15 22:38:20,160] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:38:20,160] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-15 22:38:20,160] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
4: [2023-03-15 22:38:20,162] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:38:20,162] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
4: [2023-03-15 22:38:20,162] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
3: [2023-03-15 22:38:20,163] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:38:20,163] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:38:20,163] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
3: [2023-03-15 22:38:20,163] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt
3: [2023-03-15 22:38:20,163] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
3: [2023-03-15 22:38:20,163] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
0: [2023-03-15 22:38:20,168] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 22:38:20,168] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
5: [2023-03-15 22:38:20,172] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:38:20,172] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
5: [2023-03-15 22:38:20,172] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
5: [2023-03-15 22:38:20,178] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:38:20,178] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step8000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-15 22:38:20,178] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
0:   successfully saved checkpoint at iteration    8000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 403.74
7:  iteration     8010/   21553 | consumed samples:      2050560 | consumed tokens:   4199546880 | elapsed time per iteration (s): 0.35 | learning rate: 1.470E-04 | global batch size:   256 | lm loss: 3.526054E+00 | grad norm: 0.373 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 738.390 | TFLOPs: 25.85 |
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7:  iteration     8070/   21553 | consumed samples:      2065920 | consumed tokens:   4231004160 | elapsed time per iteration (s): 0.30 | learning rate: 1.462E-04 | global batch size:   256 | lm loss: 3.508008E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.281 | TFLOPs: 30.26 |
7:  iteration     8080/   21553 | consumed samples:      2068480 | consumed tokens:   4236247040 | elapsed time per iteration (s): 0.30 | learning rate: 1.461E-04 | global batch size:   256 | lm loss: 3.517500E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.203 | TFLOPs: 30.32 |
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7:  iteration     8120/   21553 | consumed samples:      2078720 | consumed tokens:   4257218560 | elapsed time per iteration (s): 0.30 | learning rate: 1.456E-04 | global batch size:   256 | lm loss: 3.523970E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.111 | TFLOPs: 30.36 |
7:  iteration     8130/   21553 | consumed samples:      2081280 | consumed tokens:   4262461440 | elapsed time per iteration (s): 0.30 | learning rate: 1.455E-04 | global batch size:   256 | lm loss: 3.503370E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.391 | TFLOPs: 30.36 |
7:  iteration     8140/   21553 | consumed samples:      2083840 | consumed tokens:   4267704320 | elapsed time per iteration (s): 0.30 | learning rate: 1.454E-04 | global batch size:   256 | lm loss: 3.515892E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 848.552 | TFLOPs: 29.71 |
7:  iteration     8150/   21553 | consumed samples:      2086400 | consumed tokens:   4272947200 | elapsed time per iteration (s): 0.30 | learning rate: 1.453E-04 | global batch size:   256 | lm loss: 3.512157E+00 | grad norm: 0.378 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.147 | TFLOPs: 30.36 |
7:  iteration     8160/   21553 | consumed samples:      2088960 | consumed tokens:   4278190080 | elapsed time per iteration (s): 0.30 | learning rate: 1.451E-04 | global batch size:   256 | lm loss: 3.515082E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 852.263 | TFLOPs: 29.84 |
7:  iteration     8170/   21553 | consumed samples:      2091520 | consumed tokens:   4283432960 | elapsed time per iteration (s): 0.30 | learning rate: 1.450E-04 | global batch size:   256 | lm loss: 3.527134E+00 | grad norm: 0.405 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.279 | TFLOPs: 30.01 |
7:  iteration     8180/   21553 | consumed samples:      2094080 | consumed tokens:   4288675840 | elapsed time per iteration (s): 0.30 | learning rate: 1.449E-04 | global batch size:   256 | lm loss: 3.513401E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 852.161 | TFLOPs: 29.83 |
7:  iteration     8190/   21553 | consumed samples:      2096640 | consumed tokens:   4293918720 | elapsed time per iteration (s): 0.30 | learning rate: 1.448E-04 | global batch size:   256 | lm loss: 3.515583E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.642 | TFLOPs: 30.34 |
7:  iteration     8200/   21553 | consumed samples:      2099200 | consumed tokens:   4299161600 | elapsed time per iteration (s): 0.30 | learning rate: 1.447E-04 | global batch size:   256 | lm loss: 3.501082E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.119 | TFLOPs: 30.01 |
7:  iteration     8210/   21553 | consumed samples:      2101760 | consumed tokens:   4304404480 | elapsed time per iteration (s): 0.30 | learning rate: 1.445E-04 | global batch size:   256 | lm loss: 3.512099E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.110 | TFLOPs: 29.97 |
7:  iteration     8220/   21553 | consumed samples:      2104320 | consumed tokens:   4309647360 | elapsed time per iteration (s): 0.30 | learning rate: 1.444E-04 | global batch size:   256 | lm loss: 3.505643E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.592 | TFLOPs: 30.34 |
7:  iteration     8230/   21553 | consumed samples:      2106880 | consumed tokens:   4314890240 | elapsed time per iteration (s): 0.30 | learning rate: 1.443E-04 | global batch size:   256 | lm loss: 3.516272E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.252 | TFLOPs: 30.33 |
7:  iteration     8240/   21553 | consumed samples:      2109440 | consumed tokens:   4320133120 | elapsed time per iteration (s): 0.30 | learning rate: 1.442E-04 | global batch size:   256 | lm loss: 3.513717E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.016 | TFLOPs: 30.32 |
7:  iteration     8250/   21553 | consumed samples:      2112000 | consumed tokens:   4325376000 | elapsed time per iteration (s): 0.30 | learning rate: 1.440E-04 | global batch size:   256 | lm loss: 3.510472E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.353 | TFLOPs: 30.33 |
7:  iteration     8260/   21553 | consumed samples:      2114560 | consumed tokens:   4330618880 | elapsed time per iteration (s): 0.30 | learning rate: 1.439E-04 | global batch size:   256 | lm loss: 3.495015E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.152 | TFLOPs: 30.29 |
7:  iteration     8270/   21553 | consumed samples:      2117120 | consumed tokens:   4335861760 | elapsed time per iteration (s): 0.30 | learning rate: 1.438E-04 | global batch size:   256 | lm loss: 3.495390E+00 | grad norm: 0.373 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.946 | TFLOPs: 30.31 |
7:  iteration     8280/   21553 | consumed samples:      2119680 | consumed tokens:   4341104640 | elapsed time per iteration (s): 0.30 | learning rate: 1.437E-04 | global batch size:   256 | lm loss: 3.506176E+00 | grad norm: 0.364 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.032 | TFLOPs: 30.32 |
7:  iteration     8290/   21553 | consumed samples:      2122240 | consumed tokens:   4346347520 | elapsed time per iteration (s): 0.30 | learning rate: 1.435E-04 | global batch size:   256 | lm loss: 3.512897E+00 | grad norm: 0.395 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.071 | TFLOPs: 30.32 |
7:  iteration     8300/   21553 | consumed samples:      2124800 | consumed tokens:   4351590400 | elapsed time per iteration (s): 0.30 | learning rate: 1.434E-04 | global batch size:   256 | lm loss: 3.503785E+00 | grad norm: 0.366 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.758 | TFLOPs: 30.31 |
7:  iteration     8310/   21553 | consumed samples:      2127360 | consumed tokens:   4356833280 | elapsed time per iteration (s): 0.30 | learning rate: 1.433E-04 | global batch size:   256 | lm loss: 3.493653E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.187 | TFLOPs: 30.32 |
7:  iteration     8320/   21553 | consumed samples:      2129920 | consumed tokens:   4362076160 | elapsed time per iteration (s): 0.30 | learning rate: 1.432E-04 | global batch size:   256 | lm loss: 3.507273E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.032 | TFLOPs: 30.35 |
7:  iteration     8330/   21553 | consumed samples:      2132480 | consumed tokens:   4367319040 | elapsed time per iteration (s): 0.30 | learning rate: 1.431E-04 | global batch size:   256 | lm loss: 3.505215E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.176 | TFLOPs: 30.36 |
7:  iteration     8340/   21553 | consumed samples:      2135040 | consumed tokens:   4372561920 | elapsed time per iteration (s): 0.30 | learning rate: 1.429E-04 | global batch size:   256 | lm loss: 3.501851E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.114 | TFLOPs: 30.36 |
7:  iteration     8350/   21553 | consumed samples:      2137600 | consumed tokens:   4377804800 | elapsed time per iteration (s): 0.30 | learning rate: 1.428E-04 | global batch size:   256 | lm loss: 3.509186E+00 | grad norm: 0.362 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.854 | TFLOPs: 30.35 |
7:  iteration     8360/   21553 | consumed samples:      2140160 | consumed tokens:   4383047680 | elapsed time per iteration (s): 0.30 | learning rate: 1.427E-04 | global batch size:   256 | lm loss: 3.501371E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.520 | TFLOPs: 30.33 |
7:  iteration     8370/   21553 | consumed samples:      2142720 | consumed tokens:   4388290560 | elapsed time per iteration (s): 0.30 | learning rate: 1.426E-04 | global batch size:   256 | lm loss: 3.519247E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.832 | TFLOPs: 30.35 |
7:  iteration     8380/   21553 | consumed samples:      2145280 | consumed tokens:   4393533440 | elapsed time per iteration (s): 0.30 | learning rate: 1.424E-04 | global batch size:   256 | lm loss: 3.488813E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.059 | TFLOPs: 30.32 |
7:  iteration     8390/   21553 | consumed samples:      2147840 | consumed tokens:   4398776320 | elapsed time per iteration (s): 0.30 | learning rate: 1.423E-04 | global batch size:   256 | lm loss: 3.517250E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.497 | TFLOPs: 30.33 |
7:  iteration     8400/   21553 | consumed samples:      2150400 | consumed tokens:   4404019200 | elapsed time per iteration (s): 0.30 | learning rate: 1.422E-04 | global batch size:   256 | lm loss: 3.506635E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.702 | TFLOPs: 30.34 |
7:  iteration     8410/   21553 | consumed samples:      2152960 | consumed tokens:   4409262080 | elapsed time per iteration (s): 0.30 | learning rate: 1.421E-04 | global batch size:   256 | lm loss: 3.505426E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.799 | TFLOPs: 30.34 |
7:  iteration     8420/   21553 | consumed samples:      2155520 | consumed tokens:   4414504960 | elapsed time per iteration (s): 0.30 | learning rate: 1.419E-04 | global batch size:   256 | lm loss: 3.503445E+00 | grad norm: 0.373 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.918 | TFLOPs: 30.31 |
7:  iteration     8430/   21553 | consumed samples:      2158080 | consumed tokens:   4419747840 | elapsed time per iteration (s): 0.30 | learning rate: 1.418E-04 | global batch size:   256 | lm loss: 3.489938E+00 | grad norm: 0.381 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.771 | TFLOPs: 30.34 |
7:  iteration     8440/   21553 | consumed samples:      2160640 | consumed tokens:   4424990720 | elapsed time per iteration (s): 0.30 | learning rate: 1.417E-04 | global batch size:   256 | lm loss: 3.509846E+00 | grad norm: 0.378 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.679 | TFLOPs: 30.34 |
7:  iteration     8450/   21553 | consumed samples:      2163200 | consumed tokens:   4430233600 | elapsed time per iteration (s): 0.30 | learning rate: 1.416E-04 | global batch size:   256 | lm loss: 3.498016E+00 | grad norm: 0.396 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.775 | TFLOPs: 30.34 |
7:  iteration     8460/   21553 | consumed samples:      2165760 | consumed tokens:   4435476480 | elapsed time per iteration (s): 0.30 | learning rate: 1.414E-04 | global batch size:   256 | lm loss: 3.514116E+00 | grad norm: 0.388 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.663 | TFLOPs: 30.34 |
7:  iteration     8470/   21553 | consumed samples:      2168320 | consumed tokens:   4440719360 | elapsed time per iteration (s): 0.30 | learning rate: 1.413E-04 | global batch size:   256 | lm loss: 3.504421E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.759 | TFLOPs: 30.34 |
7:  iteration     8480/   21553 | consumed samples:      2170880 | consumed tokens:   4445962240 | elapsed time per iteration (s): 0.30 | learning rate: 1.412E-04 | global batch size:   256 | lm loss: 3.493159E+00 | grad norm: 0.381 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.639 | TFLOPs: 30.34 |
7:  iteration     8490/   21553 | consumed samples:      2173440 | consumed tokens:   4451205120 | elapsed time per iteration (s): 0.30 | learning rate: 1.411E-04 | global batch size:   256 | lm loss: 3.517133E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.245 | TFLOPs: 30.32 |
7:  iteration     8500/   21553 | consumed samples:      2176000 | consumed tokens:   4456448000 | elapsed time per iteration (s): 0.30 | learning rate: 1.409E-04 | global batch size:   256 | lm loss: 3.501870E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.910 | TFLOPs: 30.35 |
7:  iteration     8510/   21553 | consumed samples:      2178560 | consumed tokens:   4461690880 | elapsed time per iteration (s): 0.30 | learning rate: 1.408E-04 | global batch size:   256 | lm loss: 3.495550E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.843 | TFLOPs: 30.35 |
7:  iteration     8520/   21553 | consumed samples:      2181120 | consumed tokens:   4466933760 | elapsed time per iteration (s): 0.30 | learning rate: 1.407E-04 | global batch size:   256 | lm loss: 3.493991E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.680 | TFLOPs: 30.34 |
7:  iteration     8530/   21553 | consumed samples:      2183680 | consumed tokens:   4472176640 | elapsed time per iteration (s): 0.30 | learning rate: 1.406E-04 | global batch size:   256 | lm loss: 3.497202E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.094 | TFLOPs: 30.35 |
7:  iteration     8540/   21553 | consumed samples:      2186240 | consumed tokens:   4477419520 | elapsed time per iteration (s): 0.30 | learning rate: 1.405E-04 | global batch size:   256 | lm loss: 3.493926E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.129 | TFLOPs: 30.32 |
7:  iteration     8550/   21553 | consumed samples:      2188800 | consumed tokens:   4482662400 | elapsed time per iteration (s): 0.30 | learning rate: 1.403E-04 | global batch size:   256 | lm loss: 3.512264E+00 | grad norm: 0.369 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.813 | TFLOPs: 30.34 |
7:  iteration     8560/   21553 | consumed samples:      2191360 | consumed tokens:   4487905280 | elapsed time per iteration (s): 0.30 | learning rate: 1.402E-04 | global batch size:   256 | lm loss: 3.494400E+00 | grad norm: 0.371 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.806 | TFLOPs: 30.34 |
7:  iteration     8570/   21553 | consumed samples:      2193920 | consumed tokens:   4493148160 | elapsed time per iteration (s): 0.30 | learning rate: 1.401E-04 | global batch size:   256 | lm loss: 3.501221E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.948 | TFLOPs: 30.35 |
7:  iteration     8580/   21553 | consumed samples:      2196480 | consumed tokens:   4498391040 | elapsed time per iteration (s): 0.30 | learning rate: 1.400E-04 | global batch size:   256 | lm loss: 3.514282E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.328 | TFLOPs: 30.36 |
7:  iteration     8590/   21553 | consumed samples:      2199040 | consumed tokens:   4503633920 | elapsed time per iteration (s): 0.30 | learning rate: 1.398E-04 | global batch size:   256 | lm loss: 3.494018E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.095 | TFLOPs: 30.35 |
7:  iteration     8600/   21553 | consumed samples:      2201600 | consumed tokens:   4508876800 | elapsed time per iteration (s): 0.30 | learning rate: 1.397E-04 | global batch size:   256 | lm loss: 3.495679E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.712 | TFLOPs: 30.34 |
7:  iteration     8610/   21553 | consumed samples:      2204160 | consumed tokens:   4514119680 | elapsed time per iteration (s): 0.30 | learning rate: 1.396E-04 | global batch size:   256 | lm loss: 3.506006E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.855 | TFLOPs: 30.07 |
7:  iteration     8620/   21553 | consumed samples:      2206720 | consumed tokens:   4519362560 | elapsed time per iteration (s): 0.30 | learning rate: 1.395E-04 | global batch size:   256 | lm loss: 3.498178E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.034 | TFLOPs: 29.97 |
7:  iteration     8630/   21553 | consumed samples:      2209280 | consumed tokens:   4524605440 | elapsed time per iteration (s): 0.30 | learning rate: 1.393E-04 | global batch size:   256 | lm loss: 3.496738E+00 | grad norm: 0.371 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.111 | TFLOPs: 30.36 |
7:  iteration     8640/   21553 | consumed samples:      2211840 | consumed tokens:   4529848320 | elapsed time per iteration (s): 0.30 | learning rate: 1.392E-04 | global batch size:   256 | lm loss: 3.500757E+00 | grad norm: 0.391 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.299 | TFLOPs: 30.36 |
7:  iteration     8650/   21553 | consumed samples:      2214400 | consumed tokens:   4535091200 | elapsed time per iteration (s): 0.30 | learning rate: 1.391E-04 | global batch size:   256 | lm loss: 3.487850E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.729 | TFLOPs: 29.75 |
7:  iteration     8660/   21553 | consumed samples:      2216960 | consumed tokens:   4540334080 | elapsed time per iteration (s): 0.30 | learning rate: 1.389E-04 | global batch size:   256 | lm loss: 3.494453E+00 | grad norm: 0.400 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.299 | TFLOPs: 30.36 |
7:  iteration     8670/   21553 | consumed samples:      2219520 | consumed tokens:   4545576960 | elapsed time per iteration (s): 0.30 | learning rate: 1.388E-04 | global batch size:   256 | lm loss: 3.485374E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.702 | TFLOPs: 30.31 |
7:  iteration     8680/   21553 | consumed samples:      2222080 | consumed tokens:   4550819840 | elapsed time per iteration (s): 0.30 | learning rate: 1.387E-04 | global batch size:   256 | lm loss: 3.483475E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.734 | TFLOPs: 30.34 |
7:  iteration     8690/   21553 | consumed samples:      2224640 | consumed tokens:   4556062720 | elapsed time per iteration (s): 0.30 | learning rate: 1.386E-04 | global batch size:   256 | lm loss: 3.503955E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.439 | TFLOPs: 30.33 |
7:  iteration     8700/   21553 | consumed samples:      2227200 | consumed tokens:   4561305600 | elapsed time per iteration (s): 0.30 | learning rate: 1.384E-04 | global batch size:   256 | lm loss: 3.488779E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.002 | TFLOPs: 30.32 |
7:  iteration     8710/   21553 | consumed samples:      2229760 | consumed tokens:   4566548480 | elapsed time per iteration (s): 0.30 | learning rate: 1.383E-04 | global batch size:   256 | lm loss: 3.505502E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.944 | TFLOPs: 30.31 |
7:  iteration     8720/   21553 | consumed samples:      2232320 | consumed tokens:   4571791360 | elapsed time per iteration (s): 0.30 | learning rate: 1.382E-04 | global batch size:   256 | lm loss: 3.474255E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.060 | TFLOPs: 30.32 |
7:  iteration     8730/   21553 | consumed samples:      2234880 | consumed tokens:   4577034240 | elapsed time per iteration (s): 0.30 | learning rate: 1.381E-04 | global batch size:   256 | lm loss: 3.505815E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.971 | TFLOPs: 30.32 |
7:  iteration     8740/   21553 | consumed samples:      2237440 | consumed tokens:   4582277120 | elapsed time per iteration (s): 0.30 | learning rate: 1.379E-04 | global batch size:   256 | lm loss: 3.483474E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.753 | TFLOPs: 30.31 |
7:  iteration     8750/   21553 | consumed samples:      2240000 | consumed tokens:   4587520000 | elapsed time per iteration (s): 0.30 | learning rate: 1.378E-04 | global batch size:   256 | lm loss: 3.510825E+00 | grad norm: 0.386 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.737 | TFLOPs: 30.31 |
7:  iteration     8760/   21553 | consumed samples:      2242560 | consumed tokens:   4592762880 | elapsed time per iteration (s): 0.30 | learning rate: 1.377E-04 | global batch size:   256 | lm loss: 3.504361E+00 | grad norm: 0.367 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.101 | TFLOPs: 30.32 |
7:  iteration     8770/   21553 | consumed samples:      2245120 | consumed tokens:   4598005760 | elapsed time per iteration (s): 0.30 | learning rate: 1.376E-04 | global batch size:   256 | lm loss: 3.500592E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.734 | TFLOPs: 30.31 |
7:  iteration     8780/   21553 | consumed samples:      2247680 | consumed tokens:   4603248640 | elapsed time per iteration (s): 0.30 | learning rate: 1.374E-04 | global batch size:   256 | lm loss: 3.492941E+00 | grad norm: 0.377 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.642 | TFLOPs: 30.30 |
7:  iteration     8790/   21553 | consumed samples:      2250240 | consumed tokens:   4608491520 | elapsed time per iteration (s): 0.30 | learning rate: 1.373E-04 | global batch size:   256 | lm loss: 3.491897E+00 | grad norm: 0.377 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.514 | TFLOPs: 30.33 |
7:  iteration     8800/   21553 | consumed samples:      2252800 | consumed tokens:   4613734400 | elapsed time per iteration (s): 0.30 | learning rate: 1.372E-04 | global batch size:   256 | lm loss: 3.497080E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.288 | TFLOPs: 30.33 |
7:  iteration     8810/   21553 | consumed samples:      2255360 | consumed tokens:   4618977280 | elapsed time per iteration (s): 0.30 | learning rate: 1.371E-04 | global batch size:   256 | lm loss: 3.475955E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.845 | TFLOPs: 30.31 |
7:  iteration     8820/   21553 | consumed samples:      2257920 | consumed tokens:   4624220160 | elapsed time per iteration (s): 0.30 | learning rate: 1.369E-04 | global batch size:   256 | lm loss: 3.512962E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.459 | TFLOPs: 30.33 |
7:  iteration     8830/   21553 | consumed samples:      2260480 | consumed tokens:   4629463040 | elapsed time per iteration (s): 0.30 | learning rate: 1.368E-04 | global batch size:   256 | lm loss: 3.491799E+00 | grad norm: 0.409 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.250 | TFLOPs: 30.33 |
7:  iteration     8840/   21553 | consumed samples:      2263040 | consumed tokens:   4634705920 | elapsed time per iteration (s): 0.30 | learning rate: 1.367E-04 | global batch size:   256 | lm loss: 3.487376E+00 | grad norm: 0.378 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.146 | TFLOPs: 30.32 |
7:  iteration     8850/   21553 | consumed samples:      2265600 | consumed tokens:   4639948800 | elapsed time per iteration (s): 0.30 | learning rate: 1.366E-04 | global batch size:   256 | lm loss: 3.494079E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.739 | TFLOPs: 30.31 |
7:  iteration     8860/   21553 | consumed samples:      2268160 | consumed tokens:   4645191680 | elapsed time per iteration (s): 0.30 | learning rate: 1.364E-04 | global batch size:   256 | lm loss: 3.500765E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.818 | TFLOPs: 30.31 |
7:  iteration     8870/   21553 | consumed samples:      2270720 | consumed tokens:   4650434560 | elapsed time per iteration (s): 0.30 | learning rate: 1.363E-04 | global batch size:   256 | lm loss: 3.498953E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.949 | TFLOPs: 30.31 |
7:  iteration     8880/   21553 | consumed samples:      2273280 | consumed tokens:   4655677440 | elapsed time per iteration (s): 0.30 | learning rate: 1.362E-04 | global batch size:   256 | lm loss: 3.483750E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.838 | TFLOPs: 30.31 |
7:  iteration     8890/   21553 | consumed samples:      2275840 | consumed tokens:   4660920320 | elapsed time per iteration (s): 0.30 | learning rate: 1.360E-04 | global batch size:   256 | lm loss: 3.489049E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.860 | TFLOPs: 30.31 |
7:  iteration     8900/   21553 | consumed samples:      2278400 | consumed tokens:   4666163200 | elapsed time per iteration (s): 0.30 | learning rate: 1.359E-04 | global batch size:   256 | lm loss: 3.487659E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.649 | TFLOPs: 30.30 |
7:  iteration     8910/   21553 | consumed samples:      2280960 | consumed tokens:   4671406080 | elapsed time per iteration (s): 0.30 | learning rate: 1.358E-04 | global batch size:   256 | lm loss: 3.498490E+00 | grad norm: 0.389 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.602 | TFLOPs: 30.30 |
7:  iteration     8920/   21553 | consumed samples:      2283520 | consumed tokens:   4676648960 | elapsed time per iteration (s): 0.30 | learning rate: 1.357E-04 | global batch size:   256 | lm loss: 3.498554E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.736 | TFLOPs: 30.27 |
7:  iteration     8930/   21553 | consumed samples:      2286080 | consumed tokens:   4681891840 | elapsed time per iteration (s): 0.30 | learning rate: 1.355E-04 | global batch size:   256 | lm loss: 3.481309E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.176 | TFLOPs: 30.29 |
7:  iteration     8940/   21553 | consumed samples:      2288640 | consumed tokens:   4687134720 | elapsed time per iteration (s): 0.30 | learning rate: 1.354E-04 | global batch size:   256 | lm loss: 3.490005E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.709 | TFLOPs: 30.31 |
7:  iteration     8950/   21553 | consumed samples:      2291200 | consumed tokens:   4692377600 | elapsed time per iteration (s): 0.30 | learning rate: 1.353E-04 | global batch size:   256 | lm loss: 3.489968E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.627 | TFLOPs: 30.30 |
7:  iteration     8960/   21553 | consumed samples:      2293760 | consumed tokens:   4697620480 | elapsed time per iteration (s): 0.30 | learning rate: 1.352E-04 | global batch size:   256 | lm loss: 3.469749E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.691 | TFLOPs: 30.31 |
7:  iteration     8970/   21553 | consumed samples:      2296320 | consumed tokens:   4702863360 | elapsed time per iteration (s): 0.30 | learning rate: 1.350E-04 | global batch size:   256 | lm loss: 3.494749E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.723 | TFLOPs: 30.31 |
7:  iteration     8980/   21553 | consumed samples:      2298880 | consumed tokens:   4708106240 | elapsed time per iteration (s): 0.30 | learning rate: 1.349E-04 | global batch size:   256 | lm loss: 3.497599E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.433 | TFLOPs: 30.30 |
7:  iteration     8990/   21553 | consumed samples:      2301440 | consumed tokens:   4713349120 | elapsed time per iteration (s): 0.30 | learning rate: 1.348E-04 | global batch size:   256 | lm loss: 3.492482E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.627 | TFLOPs: 30.30 |
7:  iteration     9000/   21553 | consumed samples:      2304000 | consumed tokens:   4718592000 | elapsed time per iteration (s): 0.30 | learning rate: 1.346E-04 | global batch size:   256 | lm loss: 3.487043E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.502 | TFLOPs: 30.30 |
7: -----------------------------------------------------------------------------------------------
7: validation loss at iteration 9000 | lm loss value: 3.498957E+00 | lm loss PPL: 3.308094E+01 | 
7: -----------------------------------------------------------------------------------------------
0: saving checkpoint at iteration    9000 to checkpoints_146m14b400m
0: [2023-03-15 22:43:16,175] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step9000 is begin to save!
0: [2023-03-15 22:43:16,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step9000/layer_01-model_00-model_states.pt...
0: [2023-03-15 22:43:16,264] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step9000/layer_01-model_00-model_states.pt.
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0: [2023-03-15 22:43:16,280] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step9000/layer_03-model_00-model_states.pt.
0: [2023-03-15 22:43:16,281] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step9000/layer_04-model_00-model_states.pt...
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0: [2023-03-15 22:43:16,310] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step9000/layer_06-model_00-model_states.pt...
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0: [2023-03-15 22:43:16,428] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step9000/layer_14-model_00-model_states.pt...
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0: [2023-03-15 22:43:16,457] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step9000/layer_16-model_00-model_states.pt...
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0: [2023-03-15 22:43:16,489] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step9000/mp_rank_00_model_states.pt
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0: [2023-03-15 22:43:16,508] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:43:16,508] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:43:16,508] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:43:16,508] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:43:16,508] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:43:16,508] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:43:16,508] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
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6: [2023-03-15 22:43:16,508] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt...
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7: [2023-03-15 22:43:16,508] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:43:16,508] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:43:16,508] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:43:16,508] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
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0: [2023-03-15 22:43:16,549] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt.
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1: [2023-03-15 22:43:16,549] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
1: [2023-03-15 22:43:16,549] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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5: [2023-03-15 22:43:16,549] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
5: [2023-03-15 22:43:16,549] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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3: [2023-03-15 22:43:16,549] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:43:16,549] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:43:16,549] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:43:16,549] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt
3: [2023-03-15 22:43:16,549] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt
3: [2023-03-15 22:43:16,549] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt
3: [2023-03-15 22:43:16,549] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
3: [2023-03-15 22:43:16,549] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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7: [2023-03-15 22:43:16,550] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
7: [2023-03-15 22:43:16,550] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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0: [2023-03-15 22:43:16,550] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt
0: [2023-03-15 22:43:16,550] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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7: [2023-03-15 22:43:16,550] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:43:16,550] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
7: [2023-03-15 22:43:16,550] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt
6: [2023-03-15 22:43:16,550] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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2: [2023-03-15 22:43:16,551] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:43:16,551] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
2: [2023-03-15 22:43:16,551] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt
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4: [2023-03-15 22:43:16,551] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:43:16,551] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
4: [2023-03-15 22:43:16,551] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
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1: [2023-03-15 22:43:16,552] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
1: [2023-03-15 22:43:16,552] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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2: [2023-03-15 22:43:16,552] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt
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1: [2023-03-15 22:43:16,552] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
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0: [2023-03-15 22:43:16,553] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt
0: [2023-03-15 22:43:16,553] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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3: [2023-03-15 22:43:16,554] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt
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2: [2023-03-15 22:43:16,555] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt.
2: [2023-03-15 22:43:16,555] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
2: [2023-03-15 22:43:16,555] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
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6: [2023-03-15 22:43:16,557] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-15 22:43:16,557] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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0: [2023-03-15 22:43:16,559] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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5: [2023-03-15 22:43:16,560] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt
5: [2023-03-15 22:43:16,560] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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7: [2023-03-15 22:43:16,560] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt.
7: [2023-03-15 22:43:16,560] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt.
7: [2023-03-15 22:43:16,560] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
7: [2023-03-15 22:43:16,560] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-15 22:43:16,560] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step9000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt
7: [2023-03-15 22:43:16,560] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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7: [2023-03-15 22:43:16,560] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
0:   successfully saved checkpoint at iteration    9000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 400.32
7:  iteration     9010/   21553 | consumed samples:      2306560 | consumed tokens:   4723834880 | elapsed time per iteration (s): 0.34 | learning rate: 1.345E-04 | global batch size:   256 | lm loss: 3.488433E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 744.014 | TFLOPs: 26.05 |
7:  iteration     9020/   21553 | consumed samples:      2309120 | consumed tokens:   4729077760 | elapsed time per iteration (s): 0.30 | learning rate: 1.344E-04 | global batch size:   256 | lm loss: 3.485198E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.378 | TFLOPs: 30.36 |
7:  iteration     9030/   21553 | consumed samples:      2311680 | consumed tokens:   4734320640 | elapsed time per iteration (s): 0.30 | learning rate: 1.343E-04 | global batch size:   256 | lm loss: 3.477441E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.374 | TFLOPs: 30.36 |
7:  iteration     9040/   21553 | consumed samples:      2314240 | consumed tokens:   4739563520 | elapsed time per iteration (s): 0.30 | learning rate: 1.341E-04 | global batch size:   256 | lm loss: 3.492112E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.645 | TFLOPs: 30.34 |
7:  iteration     9050/   21553 | consumed samples:      2316800 | consumed tokens:   4744806400 | elapsed time per iteration (s): 0.30 | learning rate: 1.340E-04 | global batch size:   256 | lm loss: 3.489454E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.379 | TFLOPs: 30.36 |
7:  iteration     9060/   21553 | consumed samples:      2319360 | consumed tokens:   4750049280 | elapsed time per iteration (s): 0.30 | learning rate: 1.339E-04 | global batch size:   256 | lm loss: 3.473742E+00 | grad norm: 0.405 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.728 | TFLOPs: 30.34 |
7:  iteration     9070/   21553 | consumed samples:      2321920 | consumed tokens:   4755292160 | elapsed time per iteration (s): 0.30 | learning rate: 1.338E-04 | global batch size:   256 | lm loss: 3.488943E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.175 | TFLOPs: 30.36 |
7:  iteration     9080/   21553 | consumed samples:      2324480 | consumed tokens:   4760535040 | elapsed time per iteration (s): 0.30 | learning rate: 1.336E-04 | global batch size:   256 | lm loss: 3.481308E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.331 | TFLOPs: 30.36 |
7:  iteration     9090/   21553 | consumed samples:      2327040 | consumed tokens:   4765777920 | elapsed time per iteration (s): 0.30 | learning rate: 1.335E-04 | global batch size:   256 | lm loss: 3.484761E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.108 | TFLOPs: 30.36 |
7:  iteration     9100/   21553 | consumed samples:      2329600 | consumed tokens:   4771020800 | elapsed time per iteration (s): 0.30 | learning rate: 1.334E-04 | global batch size:   256 | lm loss: 3.477648E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.110 | TFLOPs: 30.36 |
7:  iteration     9110/   21553 | consumed samples:      2332160 | consumed tokens:   4776263680 | elapsed time per iteration (s): 0.30 | learning rate: 1.332E-04 | global batch size:   256 | lm loss: 3.481311E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.440 | TFLOPs: 30.37 |
7:  iteration     9120/   21553 | consumed samples:      2334720 | consumed tokens:   4781506560 | elapsed time per iteration (s): 0.30 | learning rate: 1.331E-04 | global batch size:   256 | lm loss: 3.484540E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.741 | TFLOPs: 30.38 |
7:  iteration     9130/   21553 | consumed samples:      2337280 | consumed tokens:   4786749440 | elapsed time per iteration (s): 0.30 | learning rate: 1.330E-04 | global batch size:   256 | lm loss: 3.490678E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.065 | TFLOPs: 30.35 |
7:  iteration     9140/   21553 | consumed samples:      2339840 | consumed tokens:   4791992320 | elapsed time per iteration (s): 0.30 | learning rate: 1.329E-04 | global batch size:   256 | lm loss: 3.494755E+00 | grad norm: 0.383 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.750 | TFLOPs: 30.34 |
7:  iteration     9150/   21553 | consumed samples:      2342400 | consumed tokens:   4797235200 | elapsed time per iteration (s): 0.30 | learning rate: 1.327E-04 | global batch size:   256 | lm loss: 3.489945E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.682 | TFLOPs: 30.34 |
7:  iteration     9160/   21553 | consumed samples:      2344960 | consumed tokens:   4802478080 | elapsed time per iteration (s): 0.30 | learning rate: 1.326E-04 | global batch size:   256 | lm loss: 3.497182E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.604 | TFLOPs: 30.34 |
7:  iteration     9170/   21553 | consumed samples:      2347520 | consumed tokens:   4807720960 | elapsed time per iteration (s): 0.30 | learning rate: 1.325E-04 | global batch size:   256 | lm loss: 3.487297E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.425 | TFLOPs: 30.33 |
7:  iteration     9180/   21553 | consumed samples:      2350080 | consumed tokens:   4812963840 | elapsed time per iteration (s): 0.30 | learning rate: 1.323E-04 | global batch size:   256 | lm loss: 3.481799E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.283 | TFLOPs: 30.36 |
7:  iteration     9190/   21553 | consumed samples:      2352640 | consumed tokens:   4818206720 | elapsed time per iteration (s): 0.30 | learning rate: 1.322E-04 | global batch size:   256 | lm loss: 3.481154E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.531 | TFLOPs: 30.37 |
7:  iteration     9200/   21553 | consumed samples:      2355200 | consumed tokens:   4823449600 | elapsed time per iteration (s): 0.30 | learning rate: 1.321E-04 | global batch size:   256 | lm loss: 3.475346E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.265 | TFLOPs: 30.36 |
7:  iteration     9210/   21553 | consumed samples:      2357760 | consumed tokens:   4828692480 | elapsed time per iteration (s): 0.30 | learning rate: 1.320E-04 | global batch size:   256 | lm loss: 3.499226E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.722 | TFLOPs: 29.99 |
7:  iteration     9220/   21553 | consumed samples:      2360320 | consumed tokens:   4833935360 | elapsed time per iteration (s): 0.30 | learning rate: 1.318E-04 | global batch size:   256 | lm loss: 3.487515E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 844.451 | TFLOPs: 29.56 |
7:  iteration     9230/   21553 | consumed samples:      2362880 | consumed tokens:   4839178240 | elapsed time per iteration (s): 0.30 | learning rate: 1.317E-04 | global batch size:   256 | lm loss: 3.486089E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.997 | TFLOPs: 30.04 |
7:  iteration     9240/   21553 | consumed samples:      2365440 | consumed tokens:   4844421120 | elapsed time per iteration (s): 0.30 | learning rate: 1.316E-04 | global batch size:   256 | lm loss: 3.482800E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.128 | TFLOPs: 30.32 |
7:  iteration     9250/   21553 | consumed samples:      2368000 | consumed tokens:   4849664000 | elapsed time per iteration (s): 0.30 | learning rate: 1.314E-04 | global batch size:   256 | lm loss: 3.482690E+00 | grad norm: 0.385 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.665 | TFLOPs: 30.30 |
7:  iteration     9260/   21553 | consumed samples:      2370560 | consumed tokens:   4854906880 | elapsed time per iteration (s): 0.30 | learning rate: 1.313E-04 | global batch size:   256 | lm loss: 3.485541E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.641 | TFLOPs: 30.34 |
7:  iteration     9270/   21553 | consumed samples:      2373120 | consumed tokens:   4860149760 | elapsed time per iteration (s): 0.30 | learning rate: 1.312E-04 | global batch size:   256 | lm loss: 3.485652E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.880 | TFLOPs: 30.35 |
7:  iteration     9280/   21553 | consumed samples:      2375680 | consumed tokens:   4865392640 | elapsed time per iteration (s): 0.30 | learning rate: 1.311E-04 | global batch size:   256 | lm loss: 3.478146E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.209 | TFLOPs: 30.32 |
7:  iteration     9290/   21553 | consumed samples:      2378240 | consumed tokens:   4870635520 | elapsed time per iteration (s): 0.30 | learning rate: 1.309E-04 | global batch size:   256 | lm loss: 3.484261E+00 | grad norm: 0.423 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 850.471 | TFLOPs: 29.77 |
7:  iteration     9300/   21553 | consumed samples:      2380800 | consumed tokens:   4875878400 | elapsed time per iteration (s): 0.30 | learning rate: 1.308E-04 | global batch size:   256 | lm loss: 3.476976E+00 | grad norm: 0.370 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.071 | TFLOPs: 30.04 |
7:  iteration     9310/   21553 | consumed samples:      2383360 | consumed tokens:   4881121280 | elapsed time per iteration (s): 0.30 | learning rate: 1.307E-04 | global batch size:   256 | lm loss: 3.467017E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.150 | TFLOPs: 30.29 |
7:  iteration     9320/   21553 | consumed samples:      2385920 | consumed tokens:   4886364160 | elapsed time per iteration (s): 0.30 | learning rate: 1.305E-04 | global batch size:   256 | lm loss: 3.478224E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.214 | TFLOPs: 30.22 |
7:  iteration     9330/   21553 | consumed samples:      2388480 | consumed tokens:   4891607040 | elapsed time per iteration (s): 0.30 | learning rate: 1.304E-04 | global batch size:   256 | lm loss: 3.476554E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.676 | TFLOPs: 30.34 |
7:  iteration     9340/   21553 | consumed samples:      2391040 | consumed tokens:   4896849920 | elapsed time per iteration (s): 0.30 | learning rate: 1.303E-04 | global batch size:   256 | lm loss: 3.479564E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.552 | TFLOPs: 30.37 |
7:  iteration     9350/   21553 | consumed samples:      2393600 | consumed tokens:   4902092800 | elapsed time per iteration (s): 0.30 | learning rate: 1.302E-04 | global batch size:   256 | lm loss: 3.474461E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.574 | TFLOPs: 30.37 |
7:  iteration     9360/   21553 | consumed samples:      2396160 | consumed tokens:   4907335680 | elapsed time per iteration (s): 0.30 | learning rate: 1.300E-04 | global batch size:   256 | lm loss: 3.480760E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.254 | TFLOPs: 30.36 |
7:  iteration     9370/   21553 | consumed samples:      2398720 | consumed tokens:   4912578560 | elapsed time per iteration (s): 0.30 | learning rate: 1.299E-04 | global batch size:   256 | lm loss: 3.477531E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.716 | TFLOPs: 30.38 |
7:  iteration     9380/   21553 | consumed samples:      2401280 | consumed tokens:   4917821440 | elapsed time per iteration (s): 0.30 | learning rate: 1.298E-04 | global batch size:   256 | lm loss: 3.462106E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.415 | TFLOPs: 30.37 |
7:  iteration     9390/   21553 | consumed samples:      2403840 | consumed tokens:   4923064320 | elapsed time per iteration (s): 0.30 | learning rate: 1.296E-04 | global batch size:   256 | lm loss: 3.463763E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.726 | TFLOPs: 30.38 |
7:  iteration     9400/   21553 | consumed samples:      2406400 | consumed tokens:   4928307200 | elapsed time per iteration (s): 0.30 | learning rate: 1.295E-04 | global batch size:   256 | lm loss: 3.468224E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.498 | TFLOPs: 30.37 |
7:  iteration     9410/   21553 | consumed samples:      2408960 | consumed tokens:   4933550080 | elapsed time per iteration (s): 0.30 | learning rate: 1.294E-04 | global batch size:   256 | lm loss: 3.466528E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.690 | TFLOPs: 30.38 |
7:  iteration     9420/   21553 | consumed samples:      2411520 | consumed tokens:   4938792960 | elapsed time per iteration (s): 0.30 | learning rate: 1.293E-04 | global batch size:   256 | lm loss: 3.473136E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.727 | TFLOPs: 30.38 |
7:  iteration     9430/   21553 | consumed samples:      2414080 | consumed tokens:   4944035840 | elapsed time per iteration (s): 0.30 | learning rate: 1.291E-04 | global batch size:   256 | lm loss: 3.480006E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.754 | TFLOPs: 30.38 |
7:  iteration     9440/   21553 | consumed samples:      2416640 | consumed tokens:   4949278720 | elapsed time per iteration (s): 0.30 | learning rate: 1.290E-04 | global batch size:   256 | lm loss: 3.488494E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.209 | TFLOPs: 30.36 |
7:  iteration     9450/   21553 | consumed samples:      2419200 | consumed tokens:   4954521600 | elapsed time per iteration (s): 0.29 | learning rate: 1.289E-04 | global batch size:   256 | lm loss: 3.483991E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 868.137 | TFLOPs: 30.39 |
7:  iteration     9460/   21553 | consumed samples:      2421760 | consumed tokens:   4959764480 | elapsed time per iteration (s): 0.30 | learning rate: 1.287E-04 | global batch size:   256 | lm loss: 3.480898E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.874 | TFLOPs: 30.35 |
7:  iteration     9470/   21553 | consumed samples:      2424320 | consumed tokens:   4965007360 | elapsed time per iteration (s): 0.30 | learning rate: 1.286E-04 | global batch size:   256 | lm loss: 3.474994E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.255 | TFLOPs: 30.36 |
7:  iteration     9480/   21553 | consumed samples:      2426880 | consumed tokens:   4970250240 | elapsed time per iteration (s): 0.29 | learning rate: 1.285E-04 | global batch size:   256 | lm loss: 3.472541E+00 | grad norm: 0.373 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.882 | TFLOPs: 30.38 |
7:  iteration     9490/   21553 | consumed samples:      2429440 | consumed tokens:   4975493120 | elapsed time per iteration (s): 0.30 | learning rate: 1.283E-04 | global batch size:   256 | lm loss: 3.471462E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.727 | TFLOPs: 30.34 |
7:  iteration     9500/   21553 | consumed samples:      2432000 | consumed tokens:   4980736000 | elapsed time per iteration (s): 0.30 | learning rate: 1.282E-04 | global batch size:   256 | lm loss: 3.455394E+00 | grad norm: 0.391 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.193 | TFLOPs: 30.29 |
7:  iteration     9510/   21553 | consumed samples:      2434560 | consumed tokens:   4985978880 | elapsed time per iteration (s): 0.30 | learning rate: 1.281E-04 | global batch size:   256 | lm loss: 3.466192E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.249 | TFLOPs: 30.29 |
7:  iteration     9520/   21553 | consumed samples:      2437120 | consumed tokens:   4991221760 | elapsed time per iteration (s): 0.30 | learning rate: 1.280E-04 | global batch size:   256 | lm loss: 3.468768E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 860.931 | TFLOPs: 30.14 |
7:  iteration     9530/   21553 | consumed samples:      2439680 | consumed tokens:   4996464640 | elapsed time per iteration (s): 0.30 | learning rate: 1.278E-04 | global batch size:   256 | lm loss: 3.480917E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.624 | TFLOPs: 30.27 |
7:  iteration     9540/   21553 | consumed samples:      2442240 | consumed tokens:   5001707520 | elapsed time per iteration (s): 0.30 | learning rate: 1.277E-04 | global batch size:   256 | lm loss: 3.466928E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 844.694 | TFLOPs: 29.57 |
7:  iteration     9550/   21553 | consumed samples:      2444800 | consumed tokens:   5006950400 | elapsed time per iteration (s): 0.30 | learning rate: 1.276E-04 | global batch size:   256 | lm loss: 3.470479E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.183 | TFLOPs: 30.32 |
7:  iteration     9560/   21553 | consumed samples:      2447360 | consumed tokens:   5012193280 | elapsed time per iteration (s): 0.30 | learning rate: 1.274E-04 | global batch size:   256 | lm loss: 3.469370E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.840 | TFLOPs: 30.31 |
7:  iteration     9570/   21553 | consumed samples:      2449920 | consumed tokens:   5017436160 | elapsed time per iteration (s): 0.30 | learning rate: 1.273E-04 | global batch size:   256 | lm loss: 3.480390E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.677 | TFLOPs: 30.30 |
7:  iteration     9580/   21553 | consumed samples:      2452480 | consumed tokens:   5022679040 | elapsed time per iteration (s): 0.30 | learning rate: 1.272E-04 | global batch size:   256 | lm loss: 3.469287E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.892 | TFLOPs: 30.31 |
7:  iteration     9590/   21553 | consumed samples:      2455040 | consumed tokens:   5027921920 | elapsed time per iteration (s): 0.30 | learning rate: 1.270E-04 | global batch size:   256 | lm loss: 3.470322E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.228 | TFLOPs: 30.29 |
7:  iteration     9600/   21553 | consumed samples:      2457600 | consumed tokens:   5033164800 | elapsed time per iteration (s): 0.30 | learning rate: 1.269E-04 | global batch size:   256 | lm loss: 3.471902E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.098 | TFLOPs: 30.28 |
7:  iteration     9610/   21553 | consumed samples:      2460160 | consumed tokens:   5038407680 | elapsed time per iteration (s): 0.30 | learning rate: 1.268E-04 | global batch size:   256 | lm loss: 3.475220E+00 | grad norm: 0.390 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.187 | TFLOPs: 30.29 |
7:  iteration     9620/   21553 | consumed samples:      2462720 | consumed tokens:   5043650560 | elapsed time per iteration (s): 0.30 | learning rate: 1.267E-04 | global batch size:   256 | lm loss: 3.469486E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.373 | TFLOPs: 30.33 |
7:  iteration     9630/   21553 | consumed samples:      2465280 | consumed tokens:   5048893440 | elapsed time per iteration (s): 0.30 | learning rate: 1.265E-04 | global batch size:   256 | lm loss: 3.455972E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.911 | TFLOPs: 29.93 |
7:  iteration     9640/   21553 | consumed samples:      2467840 | consumed tokens:   5054136320 | elapsed time per iteration (s): 0.30 | learning rate: 1.264E-04 | global batch size:   256 | lm loss: 3.465738E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.512 | TFLOPs: 30.33 |
7:  iteration     9650/   21553 | consumed samples:      2470400 | consumed tokens:   5059379200 | elapsed time per iteration (s): 0.30 | learning rate: 1.263E-04 | global batch size:   256 | lm loss: 3.465747E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.320 | TFLOPs: 30.29 |
7:  iteration     9660/   21553 | consumed samples:      2472960 | consumed tokens:   5064622080 | elapsed time per iteration (s): 0.30 | learning rate: 1.261E-04 | global batch size:   256 | lm loss: 3.460001E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.897 | TFLOPs: 29.89 |
7:  iteration     9670/   21553 | consumed samples:      2475520 | consumed tokens:   5069864960 | elapsed time per iteration (s): 0.30 | learning rate: 1.260E-04 | global batch size:   256 | lm loss: 3.457359E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.938 | TFLOPs: 30.24 |
7:  iteration     9680/   21553 | consumed samples:      2478080 | consumed tokens:   5075107840 | elapsed time per iteration (s): 0.30 | learning rate: 1.259E-04 | global batch size:   256 | lm loss: 3.471691E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.861 | TFLOPs: 30.28 |
7:  iteration     9690/   21553 | consumed samples:      2480640 | consumed tokens:   5080350720 | elapsed time per iteration (s): 0.30 | learning rate: 1.257E-04 | global batch size:   256 | lm loss: 3.458245E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.202 | TFLOPs: 30.25 |
7:  iteration     9700/   21553 | consumed samples:      2483200 | consumed tokens:   5085593600 | elapsed time per iteration (s): 0.30 | learning rate: 1.256E-04 | global batch size:   256 | lm loss: 3.457741E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 862.037 | TFLOPs: 30.18 |
7:  iteration     9710/   21553 | consumed samples:      2485760 | consumed tokens:   5090836480 | elapsed time per iteration (s): 0.30 | learning rate: 1.255E-04 | global batch size:   256 | lm loss: 3.454857E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 859.640 | TFLOPs: 30.09 |
7:  iteration     9720/   21553 | consumed samples:      2488320 | consumed tokens:   5096079360 | elapsed time per iteration (s): 0.30 | learning rate: 1.254E-04 | global batch size:   256 | lm loss: 3.464558E+00 | grad norm: 0.372 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 860.356 | TFLOPs: 30.12 |
7:  iteration     9730/   21553 | consumed samples:      2490880 | consumed tokens:   5101322240 | elapsed time per iteration (s): 0.30 | learning rate: 1.252E-04 | global batch size:   256 | lm loss: 3.466668E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 862.462 | TFLOPs: 30.19 |
7:  iteration     9740/   21553 | consumed samples:      2493440 | consumed tokens:   5106565120 | elapsed time per iteration (s): 0.30 | learning rate: 1.251E-04 | global batch size:   256 | lm loss: 3.466432E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.244 | TFLOPs: 29.87 |
7:  iteration     9750/   21553 | consumed samples:      2496000 | consumed tokens:   5111808000 | elapsed time per iteration (s): 0.30 | learning rate: 1.250E-04 | global batch size:   256 | lm loss: 3.462379E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 860.693 | TFLOPs: 30.13 |
7:  iteration     9760/   21553 | consumed samples:      2498560 | consumed tokens:   5117050880 | elapsed time per iteration (s): 0.30 | learning rate: 1.248E-04 | global batch size:   256 | lm loss: 3.465867E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 852.962 | TFLOPs: 29.86 |
7:  iteration     9770/   21553 | consumed samples:      2501120 | consumed tokens:   5122293760 | elapsed time per iteration (s): 0.30 | learning rate: 1.247E-04 | global batch size:   256 | lm loss: 3.478156E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.180 | TFLOPs: 30.25 |
7:  iteration     9780/   21553 | consumed samples:      2503680 | consumed tokens:   5127536640 | elapsed time per iteration (s): 0.30 | learning rate: 1.246E-04 | global batch size:   256 | lm loss: 3.458181E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.668 | TFLOPs: 29.88 |
7:  iteration     9790/   21553 | consumed samples:      2506240 | consumed tokens:   5132779520 | elapsed time per iteration (s): 0.30 | learning rate: 1.244E-04 | global batch size:   256 | lm loss: 3.467449E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.984 | TFLOPs: 30.00 |
7:  iteration     9800/   21553 | consumed samples:      2508800 | consumed tokens:   5138022400 | elapsed time per iteration (s): 0.30 | learning rate: 1.243E-04 | global batch size:   256 | lm loss: 3.482403E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.152 | TFLOPs: 30.25 |
7:  iteration     9810/   21553 | consumed samples:      2511360 | consumed tokens:   5143265280 | elapsed time per iteration (s): 0.30 | learning rate: 1.242E-04 | global batch size:   256 | lm loss: 3.463535E+00 | grad norm: 0.386 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 842.374 | TFLOPs: 29.49 |
7:  iteration     9820/   21553 | consumed samples:      2513920 | consumed tokens:   5148508160 | elapsed time per iteration (s): 0.30 | learning rate: 1.240E-04 | global batch size:   256 | lm loss: 3.475387E+00 | grad norm: 0.369 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 851.334 | TFLOPs: 29.80 |
7:  iteration     9830/   21553 | consumed samples:      2516480 | consumed tokens:   5153751040 | elapsed time per iteration (s): 0.30 | learning rate: 1.239E-04 | global batch size:   256 | lm loss: 3.459268E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.861 | TFLOPs: 29.93 |
7:  iteration     9840/   21553 | consumed samples:      2519040 | consumed tokens:   5158993920 | elapsed time per iteration (s): 0.30 | learning rate: 1.238E-04 | global batch size:   256 | lm loss: 3.465316E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.251 | TFLOPs: 30.05 |
7:  iteration     9850/   21553 | consumed samples:      2521600 | consumed tokens:   5164236800 | elapsed time per iteration (s): 0.30 | learning rate: 1.237E-04 | global batch size:   256 | lm loss: 3.457940E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 860.004 | TFLOPs: 30.11 |
7:  iteration     9860/   21553 | consumed samples:      2524160 | consumed tokens:   5169479680 | elapsed time per iteration (s): 0.30 | learning rate: 1.235E-04 | global batch size:   256 | lm loss: 3.473624E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 860.836 | TFLOPs: 30.14 |
7:  iteration     9870/   21553 | consumed samples:      2526720 | consumed tokens:   5174722560 | elapsed time per iteration (s): 0.30 | learning rate: 1.234E-04 | global batch size:   256 | lm loss: 3.460625E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.261 | TFLOPs: 30.33 |
7:  iteration     9880/   21553 | consumed samples:      2529280 | consumed tokens:   5179965440 | elapsed time per iteration (s): 0.30 | learning rate: 1.233E-04 | global batch size:   256 | lm loss: 3.461659E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.607 | TFLOPs: 30.34 |
7:  iteration     9890/   21553 | consumed samples:      2531840 | consumed tokens:   5185208320 | elapsed time per iteration (s): 0.30 | learning rate: 1.231E-04 | global batch size:   256 | lm loss: 3.476225E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.844 | TFLOPs: 30.31 |
7:  iteration     9900/   21553 | consumed samples:      2534400 | consumed tokens:   5190451200 | elapsed time per iteration (s): 0.30 | learning rate: 1.230E-04 | global batch size:   256 | lm loss: 3.455511E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.736 | TFLOPs: 30.31 |
7:  iteration     9910/   21553 | consumed samples:      2536960 | consumed tokens:   5195694080 | elapsed time per iteration (s): 0.30 | learning rate: 1.229E-04 | global batch size:   256 | lm loss: 3.468575E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.522 | TFLOPs: 30.30 |
7:  iteration     9920/   21553 | consumed samples:      2539520 | consumed tokens:   5200936960 | elapsed time per iteration (s): 0.30 | learning rate: 1.227E-04 | global batch size:   256 | lm loss: 3.468430E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.835 | TFLOPs: 30.00 |
7:  iteration     9930/   21553 | consumed samples:      2542080 | consumed tokens:   5206179840 | elapsed time per iteration (s): 0.30 | learning rate: 1.226E-04 | global batch size:   256 | lm loss: 3.468286E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.556 | TFLOPs: 30.30 |
7:  iteration     9940/   21553 | consumed samples:      2544640 | consumed tokens:   5211422720 | elapsed time per iteration (s): 0.30 | learning rate: 1.225E-04 | global batch size:   256 | lm loss: 3.459705E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.101 | TFLOPs: 30.32 |
7:  iteration     9950/   21553 | consumed samples:      2547200 | consumed tokens:   5216665600 | elapsed time per iteration (s): 0.30 | learning rate: 1.223E-04 | global batch size:   256 | lm loss: 3.457058E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.584 | TFLOPs: 30.02 |
7:  iteration     9960/   21553 | consumed samples:      2549760 | consumed tokens:   5221908480 | elapsed time per iteration (s): 0.30 | learning rate: 1.222E-04 | global batch size:   256 | lm loss: 3.465727E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.461 | TFLOPs: 30.33 |
7:  iteration     9970/   21553 | consumed samples:      2552320 | consumed tokens:   5227151360 | elapsed time per iteration (s): 0.30 | learning rate: 1.221E-04 | global batch size:   256 | lm loss: 3.486052E+00 | grad norm: 0.377 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.053 | TFLOPs: 30.32 |
7:  iteration     9980/   21553 | consumed samples:      2554880 | consumed tokens:   5232394240 | elapsed time per iteration (s): 0.30 | learning rate: 1.219E-04 | global batch size:   256 | lm loss: 3.470028E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.410 | TFLOPs: 30.33 |
7:  iteration     9990/   21553 | consumed samples:      2557440 | consumed tokens:   5237637120 | elapsed time per iteration (s): 0.30 | learning rate: 1.218E-04 | global batch size:   256 | lm loss: 3.458406E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.199 | TFLOPs: 30.32 |
0: [2023-03-15 22:48:13,004] [INFO] [logging.py:68:log_dist] [Rank 0] step=10000, skipped=0, lr=[0.00012168458711439383, 0.00012168458711439383, 0.00012168458711439383], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    10000/   21553 | consumed samples:      2560000 | consumed tokens:   5242880000 | elapsed time per iteration (s): 0.30 | learning rate: 1.217E-04 | global batch size:   256 | lm loss: 3.451543E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.223 | TFLOPs: 30.32 |
0: steps: 10000 loss: 3.4414 iter time (s): 0.294 samples/sec: 870.449
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 10000 | lm loss value: 3.435961E+00 | lm loss PPL: 3.106126E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   10000 to checkpoints_146m14b400m
0: [2023-03-15 22:48:13,123] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step10000 is begin to save!
0: [2023-03-15 22:48:13,126] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/layer_01-model_00-model_states.pt...
0: [2023-03-15 22:48:13,211] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step10000/layer_01-model_00-model_states.pt.
0: [2023-03-15 22:48:13,211] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/layer_03-model_00-model_states.pt...
0: [2023-03-15 22:48:13,227] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step10000/layer_03-model_00-model_states.pt.
0: [2023-03-15 22:48:13,228] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/layer_04-model_00-model_states.pt...
0: [2023-03-15 22:48:13,242] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step10000/layer_04-model_00-model_states.pt.
0: [2023-03-15 22:48:13,242] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/layer_05-model_00-model_states.pt...
0: [2023-03-15 22:48:13,257] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step10000/layer_05-model_00-model_states.pt.
0: [2023-03-15 22:48:13,257] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/layer_06-model_00-model_states.pt...
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0: [2023-03-15 22:48:13,286] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step10000/layer_07-model_00-model_states.pt.
0: [2023-03-15 22:48:13,286] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/layer_08-model_00-model_states.pt...
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0: [2023-03-15 22:48:13,301] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/layer_09-model_00-model_states.pt...
0: [2023-03-15 22:48:13,315] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step10000/layer_09-model_00-model_states.pt.
0: [2023-03-15 22:48:13,316] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/layer_10-model_00-model_states.pt...
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0: [2023-03-15 22:48:13,330] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/layer_11-model_00-model_states.pt...
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0: [2023-03-15 22:48:13,345] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/layer_12-model_00-model_states.pt...
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0: [2023-03-15 22:48:13,360] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/layer_13-model_00-model_states.pt...
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0: [2023-03-15 22:48:13,374] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/layer_14-model_00-model_states.pt...
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0: [2023-03-15 22:48:13,389] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/layer_15-model_00-model_states.pt...
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0: [2023-03-15 22:48:13,404] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/layer_16-model_00-model_states.pt...
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0: [2023-03-15 22:48:13,419] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/layer_17-model_00-model_states.pt...
0: [2023-03-15 22:48:13,433] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step10000/layer_17-model_00-model_states.pt.
0: [2023-03-15 22:48:13,433] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/layer_19-model_00-model_states.pt...
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0: [2023-03-15 22:48:13,435] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step10000/mp_rank_00_model_states.pt
0: [2023-03-15 22:48:13,435] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/mp_rank_00_model_states.pt...
0: [2023-03-15 22:48:13,437] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step10000/mp_rank_00_model_states.pt.
0: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt...
4: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt...
2: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt...
7: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
0: [2023-03-15 22:48:13,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
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2: [2023-03-15 22:48:13,505] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt.
2: [2023-03-15 22:48:13,505] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt
2: [2023-03-15 22:48:13,505] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now!
2: [2023-03-15 22:48:13,505] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt.
2: [2023-03-15 22:48:13,505] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt
2: [2023-03-15 22:48:13,505] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now!
2: [2023-03-15 22:48:13,505] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt.
2: [2023-03-15 22:48:13,505] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt.
2: [2023-03-15 22:48:13,505] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
2: [2023-03-15 22:48:13,505] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt
2: [2023-03-15 22:48:13,506] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now!
2: [2023-03-15 22:48:13,506] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now!
0: [2023-03-15 22:48:13,516] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step10000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 22:48:13,516] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now!
0:   successfully saved checkpoint at iteration   10000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 397.93
7:  iteration    10010/   21553 | consumed samples:      2562560 | consumed tokens:   5248122880 | elapsed time per iteration (s): 0.35 | learning rate: 1.216E-04 | global batch size:   256 | lm loss: 3.472875E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 739.868 | TFLOPs: 25.90 |
7:  iteration    10020/   21553 | consumed samples:      2565120 | consumed tokens:   5253365760 | elapsed time per iteration (s): 0.30 | learning rate: 1.214E-04 | global batch size:   256 | lm loss: 3.457222E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.974 | TFLOPs: 29.90 |
7:  iteration    10030/   21553 | consumed samples:      2567680 | consumed tokens:   5258608640 | elapsed time per iteration (s): 0.30 | learning rate: 1.213E-04 | global batch size:   256 | lm loss: 3.457193E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.441 | TFLOPs: 30.37 |
7:  iteration    10040/   21553 | consumed samples:      2570240 | consumed tokens:   5263851520 | elapsed time per iteration (s): 0.30 | learning rate: 1.212E-04 | global batch size:   256 | lm loss: 3.463480E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.728 | TFLOPs: 30.38 |
7:  iteration    10050/   21553 | consumed samples:      2572800 | consumed tokens:   5269094400 | elapsed time per iteration (s): 0.30 | learning rate: 1.210E-04 | global batch size:   256 | lm loss: 3.461940E+00 | grad norm: 0.394 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.219 | TFLOPs: 30.36 |
7:  iteration    10060/   21553 | consumed samples:      2575360 | consumed tokens:   5274337280 | elapsed time per iteration (s): 0.30 | learning rate: 1.209E-04 | global batch size:   256 | lm loss: 3.458157E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.434 | TFLOPs: 30.37 |
7:  iteration    10070/   21553 | consumed samples:      2577920 | consumed tokens:   5279580160 | elapsed time per iteration (s): 0.30 | learning rate: 1.208E-04 | global batch size:   256 | lm loss: 3.450441E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.145 | TFLOPs: 30.36 |
7:  iteration    10080/   21553 | consumed samples:      2580480 | consumed tokens:   5284823040 | elapsed time per iteration (s): 0.30 | learning rate: 1.206E-04 | global batch size:   256 | lm loss: 3.450476E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.029 | TFLOPs: 30.35 |
7:  iteration    10090/   21553 | consumed samples:      2583040 | consumed tokens:   5290065920 | elapsed time per iteration (s): 0.30 | learning rate: 1.205E-04 | global batch size:   256 | lm loss: 3.440224E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.255 | TFLOPs: 30.36 |
7:  iteration    10100/   21553 | consumed samples:      2585600 | consumed tokens:   5295308800 | elapsed time per iteration (s): 0.30 | learning rate: 1.204E-04 | global batch size:   256 | lm loss: 3.452093E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.233 | TFLOPs: 29.97 |
7:  iteration    10110/   21553 | consumed samples:      2588160 | consumed tokens:   5300551680 | elapsed time per iteration (s): 0.30 | learning rate: 1.202E-04 | global batch size:   256 | lm loss: 3.446207E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.128 | TFLOPs: 30.36 |
7:  iteration    10120/   21553 | consumed samples:      2590720 | consumed tokens:   5305794560 | elapsed time per iteration (s): 0.30 | learning rate: 1.201E-04 | global batch size:   256 | lm loss: 3.463594E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.926 | TFLOPs: 30.35 |
7:  iteration    10130/   21553 | consumed samples:      2593280 | consumed tokens:   5311037440 | elapsed time per iteration (s): 0.30 | learning rate: 1.200E-04 | global batch size:   256 | lm loss: 3.458497E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.721 | TFLOPs: 30.34 |
7:  iteration    10140/   21553 | consumed samples:      2595840 | consumed tokens:   5316280320 | elapsed time per iteration (s): 0.30 | learning rate: 1.198E-04 | global batch size:   256 | lm loss: 3.472720E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.400 | TFLOPs: 30.37 |
7:  iteration    10150/   21553 | consumed samples:      2598400 | consumed tokens:   5321523200 | elapsed time per iteration (s): 0.30 | learning rate: 1.197E-04 | global batch size:   256 | lm loss: 3.452283E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.935 | TFLOPs: 30.35 |
7:  iteration    10160/   21553 | consumed samples:      2600960 | consumed tokens:   5326766080 | elapsed time per iteration (s): 0.30 | learning rate: 1.196E-04 | global batch size:   256 | lm loss: 3.451722E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.734 | TFLOPs: 30.34 |
7:  iteration    10170/   21553 | consumed samples:      2603520 | consumed tokens:   5332008960 | elapsed time per iteration (s): 0.30 | learning rate: 1.194E-04 | global batch size:   256 | lm loss: 3.448811E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.045 | TFLOPs: 30.35 |
7:  iteration    10180/   21553 | consumed samples:      2606080 | consumed tokens:   5337251840 | elapsed time per iteration (s): 0.30 | learning rate: 1.193E-04 | global batch size:   256 | lm loss: 3.451273E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.987 | TFLOPs: 30.35 |
7:  iteration    10190/   21553 | consumed samples:      2608640 | consumed tokens:   5342494720 | elapsed time per iteration (s): 0.30 | learning rate: 1.192E-04 | global batch size:   256 | lm loss: 3.457370E+00 | grad norm: 0.362 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.026 | TFLOPs: 30.35 |
7:  iteration    10200/   21553 | consumed samples:      2611200 | consumed tokens:   5347737600 | elapsed time per iteration (s): 0.30 | learning rate: 1.191E-04 | global batch size:   256 | lm loss: 3.451890E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.996 | TFLOPs: 30.35 |
7:  iteration    10210/   21553 | consumed samples:      2613760 | consumed tokens:   5352980480 | elapsed time per iteration (s): 0.30 | learning rate: 1.189E-04 | global batch size:   256 | lm loss: 3.459926E+00 | grad norm: 0.362 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.820 | TFLOPs: 30.31 |
7:  iteration    10220/   21553 | consumed samples:      2616320 | consumed tokens:   5358223360 | elapsed time per iteration (s): 0.30 | learning rate: 1.188E-04 | global batch size:   256 | lm loss: 3.447040E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.951 | TFLOPs: 30.07 |
7:  iteration    10230/   21553 | consumed samples:      2618880 | consumed tokens:   5363466240 | elapsed time per iteration (s): 0.30 | learning rate: 1.187E-04 | global batch size:   256 | lm loss: 3.448445E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.164 | TFLOPs: 29.90 |
7:  iteration    10240/   21553 | consumed samples:      2621440 | consumed tokens:   5368709120 | elapsed time per iteration (s): 0.30 | learning rate: 1.185E-04 | global batch size:   256 | lm loss: 3.448970E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.332 | TFLOPs: 30.29 |
7:  iteration    10250/   21553 | consumed samples:      2624000 | consumed tokens:   5373952000 | elapsed time per iteration (s): 0.30 | learning rate: 1.184E-04 | global batch size:   256 | lm loss: 3.451505E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.930 | TFLOPs: 30.28 |
7:  iteration    10260/   21553 | consumed samples:      2626560 | consumed tokens:   5379194880 | elapsed time per iteration (s): 0.30 | learning rate: 1.183E-04 | global batch size:   256 | lm loss: 3.459856E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.123 | TFLOPs: 30.29 |
7:  iteration    10270/   21553 | consumed samples:      2629120 | consumed tokens:   5384437760 | elapsed time per iteration (s): 0.30 | learning rate: 1.181E-04 | global batch size:   256 | lm loss: 3.461495E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.708 | TFLOPs: 30.31 |
7:  iteration    10280/   21553 | consumed samples:      2631680 | consumed tokens:   5389680640 | elapsed time per iteration (s): 0.30 | learning rate: 1.180E-04 | global batch size:   256 | lm loss: 3.446896E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.916 | TFLOPs: 30.24 |
7:  iteration    10290/   21553 | consumed samples:      2634240 | consumed tokens:   5394923520 | elapsed time per iteration (s): 0.30 | learning rate: 1.179E-04 | global batch size:   256 | lm loss: 3.441142E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.138 | TFLOPs: 30.29 |
7:  iteration    10300/   21553 | consumed samples:      2636800 | consumed tokens:   5400166400 | elapsed time per iteration (s): 0.30 | learning rate: 1.177E-04 | global batch size:   256 | lm loss: 3.459253E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.658 | TFLOPs: 30.27 |
7:  iteration    10310/   21553 | consumed samples:      2639360 | consumed tokens:   5405409280 | elapsed time per iteration (s): 0.30 | learning rate: 1.176E-04 | global batch size:   256 | lm loss: 3.439657E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.662 | TFLOPs: 29.88 |
7:  iteration    10320/   21553 | consumed samples:      2641920 | consumed tokens:   5410652160 | elapsed time per iteration (s): 0.30 | learning rate: 1.175E-04 | global batch size:   256 | lm loss: 3.460629E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.353 | TFLOPs: 30.33 |
7:  iteration    10330/   21553 | consumed samples:      2644480 | consumed tokens:   5415895040 | elapsed time per iteration (s): 0.30 | learning rate: 1.173E-04 | global batch size:   256 | lm loss: 3.446911E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.431 | TFLOPs: 30.33 |
7:  iteration    10340/   21553 | consumed samples:      2647040 | consumed tokens:   5421137920 | elapsed time per iteration (s): 0.30 | learning rate: 1.172E-04 | global batch size:   256 | lm loss: 3.448684E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.794 | TFLOPs: 30.34 |
7:  iteration    10350/   21553 | consumed samples:      2649600 | consumed tokens:   5426380800 | elapsed time per iteration (s): 0.30 | learning rate: 1.171E-04 | global batch size:   256 | lm loss: 3.446194E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.191 | TFLOPs: 30.36 |
7:  iteration    10360/   21553 | consumed samples:      2652160 | consumed tokens:   5431623680 | elapsed time per iteration (s): 0.30 | learning rate: 1.169E-04 | global batch size:   256 | lm loss: 3.449329E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.715 | TFLOPs: 30.34 |
7:  iteration    10370/   21553 | consumed samples:      2654720 | consumed tokens:   5436866560 | elapsed time per iteration (s): 0.30 | learning rate: 1.168E-04 | global batch size:   256 | lm loss: 3.442981E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.247 | TFLOPs: 30.36 |
7:  iteration    10380/   21553 | consumed samples:      2657280 | consumed tokens:   5442109440 | elapsed time per iteration (s): 0.30 | learning rate: 1.167E-04 | global batch size:   256 | lm loss: 3.448497E+00 | grad norm: 0.373 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.456 | TFLOPs: 30.37 |
7:  iteration    10390/   21553 | consumed samples:      2659840 | consumed tokens:   5447352320 | elapsed time per iteration (s): 0.30 | learning rate: 1.165E-04 | global batch size:   256 | lm loss: 3.443804E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.715 | TFLOPs: 30.34 |
7:  iteration    10400/   21553 | consumed samples:      2662400 | consumed tokens:   5452595200 | elapsed time per iteration (s): 0.30 | learning rate: 1.164E-04 | global batch size:   256 | lm loss: 3.465104E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.841 | TFLOPs: 30.31 |
7:  iteration    10410/   21553 | consumed samples:      2664960 | consumed tokens:   5457838080 | elapsed time per iteration (s): 0.30 | learning rate: 1.163E-04 | global batch size:   256 | lm loss: 3.452788E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.966 | TFLOPs: 30.35 |
7:  iteration    10420/   21553 | consumed samples:      2667520 | consumed tokens:   5463080960 | elapsed time per iteration (s): 0.30 | learning rate: 1.161E-04 | global batch size:   256 | lm loss: 3.448529E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.283 | TFLOPs: 30.36 |
7:  iteration    10430/   21553 | consumed samples:      2670080 | consumed tokens:   5468323840 | elapsed time per iteration (s): 0.30 | learning rate: 1.160E-04 | global batch size:   256 | lm loss: 3.447201E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.064 | TFLOPs: 30.21 |
7:  iteration    10440/   21553 | consumed samples:      2672640 | consumed tokens:   5473566720 | elapsed time per iteration (s): 0.30 | learning rate: 1.159E-04 | global batch size:   256 | lm loss: 3.449793E+00 | grad norm: 0.400 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.323 | TFLOPs: 29.94 |
7:  iteration    10450/   21553 | consumed samples:      2675200 | consumed tokens:   5478809600 | elapsed time per iteration (s): 0.30 | learning rate: 1.158E-04 | global batch size:   256 | lm loss: 3.439911E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.661 | TFLOPs: 30.30 |
7:  iteration    10460/   21553 | consumed samples:      2677760 | consumed tokens:   5484052480 | elapsed time per iteration (s): 0.30 | learning rate: 1.156E-04 | global batch size:   256 | lm loss: 3.450506E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.818 | TFLOPs: 30.03 |
7:  iteration    10470/   21553 | consumed samples:      2680320 | consumed tokens:   5489295360 | elapsed time per iteration (s): 0.30 | learning rate: 1.155E-04 | global batch size:   256 | lm loss: 3.438194E+00 | grad norm: 0.379 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.839 | TFLOPs: 30.07 |
7:  iteration    10480/   21553 | consumed samples:      2682880 | consumed tokens:   5494538240 | elapsed time per iteration (s): 0.30 | learning rate: 1.154E-04 | global batch size:   256 | lm loss: 3.447083E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.590 | TFLOPs: 30.34 |
7:  iteration    10490/   21553 | consumed samples:      2685440 | consumed tokens:   5499781120 | elapsed time per iteration (s): 0.30 | learning rate: 1.152E-04 | global batch size:   256 | lm loss: 3.442213E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.135 | TFLOPs: 30.32 |
7:  iteration    10500/   21553 | consumed samples:      2688000 | consumed tokens:   5505024000 | elapsed time per iteration (s): 0.30 | learning rate: 1.151E-04 | global batch size:   256 | lm loss: 3.453919E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.796 | TFLOPs: 30.24 |
7:  iteration    10510/   21553 | consumed samples:      2690560 | consumed tokens:   5510266880 | elapsed time per iteration (s): 0.30 | learning rate: 1.150E-04 | global batch size:   256 | lm loss: 3.436108E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.703 | TFLOPs: 29.92 |
7:  iteration    10520/   21553 | consumed samples:      2693120 | consumed tokens:   5515509760 | elapsed time per iteration (s): 0.30 | learning rate: 1.148E-04 | global batch size:   256 | lm loss: 3.428498E+00 | grad norm: 0.389 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.106 | TFLOPs: 30.35 |
7:  iteration    10530/   21553 | consumed samples:      2695680 | consumed tokens:   5520752640 | elapsed time per iteration (s): 0.30 | learning rate: 1.147E-04 | global batch size:   256 | lm loss: 3.448873E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.719 | TFLOPs: 30.27 |
7:  iteration    10540/   21553 | consumed samples:      2698240 | consumed tokens:   5525995520 | elapsed time per iteration (s): 0.30 | learning rate: 1.146E-04 | global batch size:   256 | lm loss: 3.455848E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.997 | TFLOPs: 30.35 |
7:  iteration    10550/   21553 | consumed samples:      2700800 | consumed tokens:   5531238400 | elapsed time per iteration (s): 0.30 | learning rate: 1.144E-04 | global batch size:   256 | lm loss: 3.446687E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.686 | TFLOPs: 30.31 |
7:  iteration    10560/   21553 | consumed samples:      2703360 | consumed tokens:   5536481280 | elapsed time per iteration (s): 0.30 | learning rate: 1.143E-04 | global batch size:   256 | lm loss: 3.456099E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.636 | TFLOPs: 30.34 |
7:  iteration    10570/   21553 | consumed samples:      2705920 | consumed tokens:   5541724160 | elapsed time per iteration (s): 0.30 | learning rate: 1.142E-04 | global batch size:   256 | lm loss: 3.452080E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.782 | TFLOPs: 30.34 |
7:  iteration    10580/   21553 | consumed samples:      2708480 | consumed tokens:   5546967040 | elapsed time per iteration (s): 0.30 | learning rate: 1.140E-04 | global batch size:   256 | lm loss: 3.441958E+00 | grad norm: 0.379 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.774 | TFLOPs: 30.34 |
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7:  iteration    10940/   21553 | consumed samples:      2800640 | consumed tokens:   5735710720 | elapsed time per iteration (s): 0.31 | learning rate: 1.093E-04 | global batch size:   256 | lm loss: 3.423731E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 830.175 | TFLOPs: 29.06 |
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7:  iteration    10970/   21553 | consumed samples:      2808320 | consumed tokens:   5751439360 | elapsed time per iteration (s): 0.30 | learning rate: 1.089E-04 | global batch size:   256 | lm loss: 3.431498E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.410 | TFLOPs: 30.37 |
7:  iteration    10980/   21553 | consumed samples:      2810880 | consumed tokens:   5756682240 | elapsed time per iteration (s): 0.30 | learning rate: 1.087E-04 | global batch size:   256 | lm loss: 3.439971E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.315 | TFLOPs: 30.36 |
7:  iteration    10990/   21553 | consumed samples:      2813440 | consumed tokens:   5761925120 | elapsed time per iteration (s): 0.30 | learning rate: 1.086E-04 | global batch size:   256 | lm loss: 3.439148E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.473 | TFLOPs: 30.33 |
7:  iteration    11000/   21553 | consumed samples:      2816000 | consumed tokens:   5767168000 | elapsed time per iteration (s): 0.30 | learning rate: 1.085E-04 | global batch size:   256 | lm loss: 3.436566E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.264 | TFLOPs: 30.33 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 11000 | lm loss value: 3.522528E+00 | lm loss PPL: 3.386996E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   11000 to checkpoints_146m14b400m
0: [2023-03-15 22:53:09,702] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step11000 is begin to save!
0: [2023-03-15 22:53:09,705] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step11000/layer_01-model_00-model_states.pt...
0: [2023-03-15 22:53:09,827] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step11000/layer_01-model_00-model_states.pt.
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0: [2023-03-15 22:53:09,850] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step11000/layer_04-model_00-model_states.pt...
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0: [2023-03-15 22:53:09,872] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step11000/layer_05-model_00-model_states.pt...
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0: [2023-03-15 22:53:09,893] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step11000/layer_06-model_00-model_states.pt...
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0: [2023-03-15 22:53:10,062] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step11000/layer_14-model_00-model_states.pt...
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0: [2023-03-15 22:53:10,147] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step11000/layer_19-model_00-model_states.pt...
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0: [2023-03-15 22:53:10,149] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step11000/mp_rank_00_model_states.pt
0: [2023-03-15 22:53:10,149] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step11000/mp_rank_00_model_states.pt...
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6: [2023-03-15 22:53:10,202] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:53:10,202] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
6: [2023-03-15 22:53:10,202] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
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1: [2023-03-15 22:53:10,202] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
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1: [2023-03-15 22:53:10,202] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
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0: [2023-03-15 22:53:10,203] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt
0: [2023-03-15 22:53:10,203] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
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3: [2023-03-15 22:53:10,204] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt
5: [2023-03-15 22:53:10,204] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
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2: [2023-03-15 22:53:10,204] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt
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5: [2023-03-15 22:53:10,204] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
7: [2023-03-15 22:53:10,204] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt
7: [2023-03-15 22:53:10,204] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
7: [2023-03-15 22:53:10,204] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
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5: [2023-03-15 22:53:10,205] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
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7: [2023-03-15 22:53:10,213] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:53:10,213] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-15 22:53:10,213] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
7: [2023-03-15 22:53:10,213] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt
7: [2023-03-15 22:53:10,213] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
7: [2023-03-15 22:53:10,213] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
7: [2023-03-15 22:53:10,213] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
7: [2023-03-15 22:53:10,213] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
7: [2023-03-15 22:53:10,213] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
6: [2023-03-15 22:53:10,213] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
6: [2023-03-15 22:53:10,213] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
3: [2023-03-15 22:53:10,215] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:53:10,215] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
3: [2023-03-15 22:53:10,215] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
3: [2023-03-15 22:53:10,216] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:53:10,216] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:53:10,216] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:53:10,216] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:53:10,216] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt
3: [2023-03-15 22:53:10,216] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt
3: [2023-03-15 22:53:10,216] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
3: [2023-03-15 22:53:10,216] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt
3: [2023-03-15 22:53:10,216] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
3: [2023-03-15 22:53:10,216] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
3: [2023-03-15 22:53:10,216] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
3: [2023-03-15 22:53:10,216] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
1: [2023-03-15 22:53:10,217] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:53:10,217] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
4: [2023-03-15 22:53:10,217] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:53:10,217] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
4: [2023-03-15 22:53:10,217] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt
4: [2023-03-15 22:53:10,217] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
4: [2023-03-15 22:53:10,217] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:53:10,218] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt
4: [2023-03-15 22:53:10,218] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
0: [2023-03-15 22:53:10,218] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 22:53:10,218] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
7: [2023-03-15 22:53:10,219] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt.
7: [2023-03-15 22:53:10,219] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt.
7: [2023-03-15 22:53:10,219] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
7: [2023-03-15 22:53:10,219] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step11000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-15 22:53:10,220] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
7: [2023-03-15 22:53:10,220] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
0:   successfully saved checkpoint at iteration   11000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 531.40
7:  iteration    11010/   21553 | consumed samples:      2818560 | consumed tokens:   5772410880 | elapsed time per iteration (s): 0.36 | learning rate: 1.083E-04 | global batch size:   256 | lm loss: 3.427395E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 715.929 | TFLOPs: 25.06 |
7:  iteration    11020/   21553 | consumed samples:      2821120 | consumed tokens:   5777653760 | elapsed time per iteration (s): 0.30 | learning rate: 1.082E-04 | global batch size:   256 | lm loss: 3.423064E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.400 | TFLOPs: 30.37 |
7:  iteration    11030/   21553 | consumed samples:      2823680 | consumed tokens:   5782896640 | elapsed time per iteration (s): 0.30 | learning rate: 1.081E-04 | global batch size:   256 | lm loss: 3.436382E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.342 | TFLOPs: 30.36 |
7:  iteration    11040/   21553 | consumed samples:      2826240 | consumed tokens:   5788139520 | elapsed time per iteration (s): 0.30 | learning rate: 1.079E-04 | global batch size:   256 | lm loss: 3.438279E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.650 | TFLOPs: 30.30 |
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7:  iteration    11060/   21553 | consumed samples:      2831360 | consumed tokens:   5798625280 | elapsed time per iteration (s): 0.30 | learning rate: 1.077E-04 | global batch size:   256 | lm loss: 3.446043E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.643 | TFLOPs: 30.34 |
7:  iteration    11070/   21553 | consumed samples:      2833920 | consumed tokens:   5803868160 | elapsed time per iteration (s): 0.30 | learning rate: 1.075E-04 | global batch size:   256 | lm loss: 3.423883E+00 | grad norm: 0.382 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.265 | TFLOPs: 30.33 |
7:  iteration    11080/   21553 | consumed samples:      2836480 | consumed tokens:   5809111040 | elapsed time per iteration (s): 0.30 | learning rate: 1.074E-04 | global batch size:   256 | lm loss: 3.440650E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.397 | TFLOPs: 30.33 |
7:  iteration    11090/   21553 | consumed samples:      2839040 | consumed tokens:   5814353920 | elapsed time per iteration (s): 0.30 | learning rate: 1.073E-04 | global batch size:   256 | lm loss: 3.425746E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.031 | TFLOPs: 30.35 |
7:  iteration    11100/   21553 | consumed samples:      2841600 | consumed tokens:   5819596800 | elapsed time per iteration (s): 0.30 | learning rate: 1.071E-04 | global batch size:   256 | lm loss: 3.438495E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.693 | TFLOPs: 30.27 |
7:  iteration    11110/   21553 | consumed samples:      2844160 | consumed tokens:   5824839680 | elapsed time per iteration (s): 0.30 | learning rate: 1.070E-04 | global batch size:   256 | lm loss: 3.440309E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.019 | TFLOPs: 30.35 |
7:  iteration    11120/   21553 | consumed samples:      2846720 | consumed tokens:   5830082560 | elapsed time per iteration (s): 0.31 | learning rate: 1.069E-04 | global batch size:   256 | lm loss: 3.424407E+00 | grad norm: 0.364 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 830.915 | TFLOPs: 29.09 |
7:  iteration    11130/   21553 | consumed samples:      2849280 | consumed tokens:   5835325440 | elapsed time per iteration (s): 0.30 | learning rate: 1.067E-04 | global batch size:   256 | lm loss: 3.429861E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.528 | TFLOPs: 30.37 |
7:  iteration    11140/   21553 | consumed samples:      2851840 | consumed tokens:   5840568320 | elapsed time per iteration (s): 0.30 | learning rate: 1.066E-04 | global batch size:   256 | lm loss: 3.436311E+00 | grad norm: 0.399 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.984 | TFLOPs: 30.35 |
7:  iteration    11150/   21553 | consumed samples:      2854400 | consumed tokens:   5845811200 | elapsed time per iteration (s): 0.30 | learning rate: 1.065E-04 | global batch size:   256 | lm loss: 3.435623E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.308 | TFLOPs: 30.36 |
7:  iteration    11160/   21553 | consumed samples:      2856960 | consumed tokens:   5851054080 | elapsed time per iteration (s): 0.30 | learning rate: 1.063E-04 | global batch size:   256 | lm loss: 3.447020E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.599 | TFLOPs: 30.37 |
7:  iteration    11170/   21553 | consumed samples:      2859520 | consumed tokens:   5856296960 | elapsed time per iteration (s): 0.30 | learning rate: 1.062E-04 | global batch size:   256 | lm loss: 3.436013E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.312 | TFLOPs: 30.36 |
7:  iteration    11180/   21553 | consumed samples:      2862080 | consumed tokens:   5861539840 | elapsed time per iteration (s): 0.30 | learning rate: 1.061E-04 | global batch size:   256 | lm loss: 3.427457E+00 | grad norm: 0.368 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.183 | TFLOPs: 30.36 |
7:  iteration    11190/   21553 | consumed samples:      2864640 | consumed tokens:   5866782720 | elapsed time per iteration (s): 0.30 | learning rate: 1.060E-04 | global batch size:   256 | lm loss: 3.437471E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.470 | TFLOPs: 30.37 |
7:  iteration    11200/   21553 | consumed samples:      2867200 | consumed tokens:   5872025600 | elapsed time per iteration (s): 0.30 | learning rate: 1.058E-04 | global batch size:   256 | lm loss: 3.444058E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.295 | TFLOPs: 30.36 |
7:  iteration    11210/   21553 | consumed samples:      2869760 | consumed tokens:   5877268480 | elapsed time per iteration (s): 0.30 | learning rate: 1.057E-04 | global batch size:   256 | lm loss: 3.426893E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.605 | TFLOPs: 30.37 |
7:  iteration    11220/   21553 | consumed samples:      2872320 | consumed tokens:   5882511360 | elapsed time per iteration (s): 0.30 | learning rate: 1.056E-04 | global batch size:   256 | lm loss: 3.433810E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.215 | TFLOPs: 30.36 |
7:  iteration    11230/   21553 | consumed samples:      2874880 | consumed tokens:   5887754240 | elapsed time per iteration (s): 0.30 | learning rate: 1.054E-04 | global batch size:   256 | lm loss: 3.424987E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.910 | TFLOPs: 30.35 |
7:  iteration    11240/   21553 | consumed samples:      2877440 | consumed tokens:   5892997120 | elapsed time per iteration (s): 0.30 | learning rate: 1.053E-04 | global batch size:   256 | lm loss: 3.434895E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.871 | TFLOPs: 30.35 |
7:  iteration    11250/   21553 | consumed samples:      2880000 | consumed tokens:   5898240000 | elapsed time per iteration (s): 0.30 | learning rate: 1.052E-04 | global batch size:   256 | lm loss: 3.428399E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.457 | TFLOPs: 30.37 |
7:  iteration    11260/   21553 | consumed samples:      2882560 | consumed tokens:   5903482880 | elapsed time per iteration (s): 0.30 | learning rate: 1.050E-04 | global batch size:   256 | lm loss: 3.424877E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.522 | TFLOPs: 30.37 |
7:  iteration    11270/   21553 | consumed samples:      2885120 | consumed tokens:   5908725760 | elapsed time per iteration (s): 0.30 | learning rate: 1.049E-04 | global batch size:   256 | lm loss: 3.433099E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.628 | TFLOPs: 30.34 |
7:  iteration    11280/   21553 | consumed samples:      2887680 | consumed tokens:   5913968640 | elapsed time per iteration (s): 0.30 | learning rate: 1.048E-04 | global batch size:   256 | lm loss: 3.431705E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.179 | TFLOPs: 30.36 |
7:  iteration    11290/   21553 | consumed samples:      2890240 | consumed tokens:   5919211520 | elapsed time per iteration (s): 0.30 | learning rate: 1.046E-04 | global batch size:   256 | lm loss: 3.437291E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.431 | TFLOPs: 30.37 |
7:  iteration    11300/   21553 | consumed samples:      2892800 | consumed tokens:   5924454400 | elapsed time per iteration (s): 0.30 | learning rate: 1.045E-04 | global batch size:   256 | lm loss: 3.442750E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 844.066 | TFLOPs: 29.55 |
7:  iteration    11310/   21553 | consumed samples:      2895360 | consumed tokens:   5929697280 | elapsed time per iteration (s): 0.30 | learning rate: 1.044E-04 | global batch size:   256 | lm loss: 3.426674E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.246 | TFLOPs: 30.36 |
7:  iteration    11320/   21553 | consumed samples:      2897920 | consumed tokens:   5934940160 | elapsed time per iteration (s): 0.30 | learning rate: 1.042E-04 | global batch size:   256 | lm loss: 3.414616E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.375 | TFLOPs: 30.36 |
7:  iteration    11330/   21553 | consumed samples:      2900480 | consumed tokens:   5940183040 | elapsed time per iteration (s): 0.30 | learning rate: 1.041E-04 | global batch size:   256 | lm loss: 3.435757E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.080 | TFLOPs: 30.35 |
7:  iteration    11340/   21553 | consumed samples:      2903040 | consumed tokens:   5945425920 | elapsed time per iteration (s): 0.30 | learning rate: 1.040E-04 | global batch size:   256 | lm loss: 3.435176E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.205 | TFLOPs: 30.36 |
7:  iteration    11350/   21553 | consumed samples:      2905600 | consumed tokens:   5950668800 | elapsed time per iteration (s): 0.30 | learning rate: 1.038E-04 | global batch size:   256 | lm loss: 3.416627E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.089 | TFLOPs: 30.35 |
7:  iteration    11360/   21553 | consumed samples:      2908160 | consumed tokens:   5955911680 | elapsed time per iteration (s): 0.30 | learning rate: 1.037E-04 | global batch size:   256 | lm loss: 3.420472E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.201 | TFLOPs: 30.36 |
7:  iteration    11370/   21553 | consumed samples:      2910720 | consumed tokens:   5961154560 | elapsed time per iteration (s): 0.30 | learning rate: 1.036E-04 | global batch size:   256 | lm loss: 3.432760E+00 | grad norm: 0.362 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.082 | TFLOPs: 30.35 |
7:  iteration    11380/   21553 | consumed samples:      2913280 | consumed tokens:   5966397440 | elapsed time per iteration (s): 0.30 | learning rate: 1.034E-04 | global batch size:   256 | lm loss: 3.428639E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 846.708 | TFLOPs: 29.64 |
7:  iteration    11390/   21553 | consumed samples:      2915840 | consumed tokens:   5971640320 | elapsed time per iteration (s): 0.30 | learning rate: 1.033E-04 | global batch size:   256 | lm loss: 3.428468E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.976 | TFLOPs: 30.35 |
7:  iteration    11400/   21553 | consumed samples:      2918400 | consumed tokens:   5976883200 | elapsed time per iteration (s): 0.30 | learning rate: 1.032E-04 | global batch size:   256 | lm loss: 3.420197E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.470 | TFLOPs: 30.30 |
7:  iteration    11410/   21553 | consumed samples:      2920960 | consumed tokens:   5982126080 | elapsed time per iteration (s): 0.30 | learning rate: 1.030E-04 | global batch size:   256 | lm loss: 3.437180E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.096 | TFLOPs: 30.35 |
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7:  iteration    11430/   21553 | consumed samples:      2926080 | consumed tokens:   5992611840 | elapsed time per iteration (s): 0.30 | learning rate: 1.028E-04 | global batch size:   256 | lm loss: 3.415318E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.227 | TFLOPs: 30.36 |
7:  iteration    11440/   21553 | consumed samples:      2928640 | consumed tokens:   5997854720 | elapsed time per iteration (s): 0.30 | learning rate: 1.026E-04 | global batch size:   256 | lm loss: 3.425743E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.189 | TFLOPs: 30.01 |
7:  iteration    11450/   21553 | consumed samples:      2931200 | consumed tokens:   6003097600 | elapsed time per iteration (s): 0.30 | learning rate: 1.025E-04 | global batch size:   256 | lm loss: 3.419157E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.403 | TFLOPs: 29.95 |
7:  iteration    11460/   21553 | consumed samples:      2933760 | consumed tokens:   6008340480 | elapsed time per iteration (s): 0.30 | learning rate: 1.024E-04 | global batch size:   256 | lm loss: 3.432082E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.217 | TFLOPs: 30.36 |
7:  iteration    11470/   21553 | consumed samples:      2936320 | consumed tokens:   6013583360 | elapsed time per iteration (s): 0.30 | learning rate: 1.022E-04 | global batch size:   256 | lm loss: 3.433384E+00 | grad norm: 0.369 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.895 | TFLOPs: 30.35 |
7:  iteration    11480/   21553 | consumed samples:      2938880 | consumed tokens:   6018826240 | elapsed time per iteration (s): 0.30 | learning rate: 1.021E-04 | global batch size:   256 | lm loss: 3.430505E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.427 | TFLOPs: 30.33 |
7:  iteration    11490/   21553 | consumed samples:      2941440 | consumed tokens:   6024069120 | elapsed time per iteration (s): 0.30 | learning rate: 1.020E-04 | global batch size:   256 | lm loss: 3.438285E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.210 | TFLOPs: 30.36 |
7:  iteration    11500/   21553 | consumed samples:      2944000 | consumed tokens:   6029312000 | elapsed time per iteration (s): 0.30 | learning rate: 1.019E-04 | global batch size:   256 | lm loss: 3.417582E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 851.218 | TFLOPs: 29.80 |
7:  iteration    11510/   21553 | consumed samples:      2946560 | consumed tokens:   6034554880 | elapsed time per iteration (s): 0.30 | learning rate: 1.017E-04 | global batch size:   256 | lm loss: 3.433738E+00 | grad norm: 0.362 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.096 | TFLOPs: 30.35 |
7:  iteration    11520/   21553 | consumed samples:      2949120 | consumed tokens:   6039797760 | elapsed time per iteration (s): 0.30 | learning rate: 1.016E-04 | global batch size:   256 | lm loss: 3.416890E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.061 | TFLOPs: 30.35 |
7:  iteration    11530/   21553 | consumed samples:      2951680 | consumed tokens:   6045040640 | elapsed time per iteration (s): 0.30 | learning rate: 1.015E-04 | global batch size:   256 | lm loss: 3.431013E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.201 | TFLOPs: 30.36 |
7:  iteration    11540/   21553 | consumed samples:      2954240 | consumed tokens:   6050283520 | elapsed time per iteration (s): 0.30 | learning rate: 1.013E-04 | global batch size:   256 | lm loss: 3.425998E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.202 | TFLOPs: 30.36 |
7:  iteration    11550/   21553 | consumed samples:      2956800 | consumed tokens:   6055526400 | elapsed time per iteration (s): 0.30 | learning rate: 1.012E-04 | global batch size:   256 | lm loss: 3.418099E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.014 | TFLOPs: 30.35 |
7:  iteration    11560/   21553 | consumed samples:      2959360 | consumed tokens:   6060769280 | elapsed time per iteration (s): 0.30 | learning rate: 1.011E-04 | global batch size:   256 | lm loss: 3.429228E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.150 | TFLOPs: 30.36 |
7:  iteration    11570/   21553 | consumed samples:      2961920 | consumed tokens:   6066012160 | elapsed time per iteration (s): 0.30 | learning rate: 1.009E-04 | global batch size:   256 | lm loss: 3.431490E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.798 | TFLOPs: 30.34 |
7:  iteration    11580/   21553 | consumed samples:      2964480 | consumed tokens:   6071255040 | elapsed time per iteration (s): 0.30 | learning rate: 1.008E-04 | global batch size:   256 | lm loss: 3.424143E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.990 | TFLOPs: 30.35 |
7:  iteration    11590/   21553 | consumed samples:      2967040 | consumed tokens:   6076497920 | elapsed time per iteration (s): 0.30 | learning rate: 1.007E-04 | global batch size:   256 | lm loss: 3.420564E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.408 | TFLOPs: 30.37 |
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7:  iteration    11610/   21553 | consumed samples:      2972160 | consumed tokens:   6086983680 | elapsed time per iteration (s): 0.30 | learning rate: 1.004E-04 | global batch size:   256 | lm loss: 3.427961E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.827 | TFLOPs: 30.35 |
7:  iteration    11620/   21553 | consumed samples:      2974720 | consumed tokens:   6092226560 | elapsed time per iteration (s): 0.30 | learning rate: 1.003E-04 | global batch size:   256 | lm loss: 3.412413E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.072 | TFLOPs: 30.35 |
7:  iteration    11630/   21553 | consumed samples:      2977280 | consumed tokens:   6097469440 | elapsed time per iteration (s): 0.30 | learning rate: 1.001E-04 | global batch size:   256 | lm loss: 3.439431E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.122 | TFLOPs: 30.36 |
7:  iteration    11640/   21553 | consumed samples:      2979840 | consumed tokens:   6102712320 | elapsed time per iteration (s): 0.30 | learning rate: 1.000E-04 | global batch size:   256 | lm loss: 3.425341E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.381 | TFLOPs: 30.36 |
7:  iteration    11650/   21553 | consumed samples:      2982400 | consumed tokens:   6107955200 | elapsed time per iteration (s): 0.30 | learning rate: 9.987E-05 | global batch size:   256 | lm loss: 3.415679E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.125 | TFLOPs: 29.87 |
7:  iteration    11660/   21553 | consumed samples:      2984960 | consumed tokens:   6113198080 | elapsed time per iteration (s): 0.30 | learning rate: 9.974E-05 | global batch size:   256 | lm loss: 3.403585E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.641 | TFLOPs: 30.34 |
7:  iteration    11670/   21553 | consumed samples:      2987520 | consumed tokens:   6118440960 | elapsed time per iteration (s): 0.30 | learning rate: 9.961E-05 | global batch size:   256 | lm loss: 3.420998E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.316 | TFLOPs: 30.33 |
7:  iteration    11680/   21553 | consumed samples:      2990080 | consumed tokens:   6123683840 | elapsed time per iteration (s): 0.30 | learning rate: 9.948E-05 | global batch size:   256 | lm loss: 3.412323E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.867 | TFLOPs: 30.31 |
7:  iteration    11690/   21553 | consumed samples:      2992640 | consumed tokens:   6128926720 | elapsed time per iteration (s): 0.30 | learning rate: 9.935E-05 | global batch size:   256 | lm loss: 3.415327E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.866 | TFLOPs: 30.00 |
7:  iteration    11700/   21553 | consumed samples:      2995200 | consumed tokens:   6134169600 | elapsed time per iteration (s): 0.30 | learning rate: 9.922E-05 | global batch size:   256 | lm loss: 3.422772E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 850.647 | TFLOPs: 29.78 |
7:  iteration    11710/   21553 | consumed samples:      2997760 | consumed tokens:   6139412480 | elapsed time per iteration (s): 0.30 | learning rate: 9.909E-05 | global batch size:   256 | lm loss: 3.425781E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.764 | TFLOPs: 30.31 |
7:  iteration    11720/   21553 | consumed samples:      3000320 | consumed tokens:   6144655360 | elapsed time per iteration (s): 0.30 | learning rate: 9.895E-05 | global batch size:   256 | lm loss: 3.429913E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.178 | TFLOPs: 30.29 |
7:  iteration    11730/   21553 | consumed samples:      3002880 | consumed tokens:   6149898240 | elapsed time per iteration (s): 0.30 | learning rate: 9.882E-05 | global batch size:   256 | lm loss: 3.438946E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.586 | TFLOPs: 30.30 |
7:  iteration    11740/   21553 | consumed samples:      3005440 | consumed tokens:   6155141120 | elapsed time per iteration (s): 0.30 | learning rate: 9.869E-05 | global batch size:   256 | lm loss: 3.421411E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.389 | TFLOPs: 30.36 |
7:  iteration    11750/   21553 | consumed samples:      3008000 | consumed tokens:   6160384000 | elapsed time per iteration (s): 0.30 | learning rate: 9.856E-05 | global batch size:   256 | lm loss: 3.413908E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.409 | TFLOPs: 29.98 |
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7:  iteration    11770/   21553 | consumed samples:      3013120 | consumed tokens:   6170869760 | elapsed time per iteration (s): 0.30 | learning rate: 9.830E-05 | global batch size:   256 | lm loss: 3.424082E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.135 | TFLOPs: 30.36 |
7:  iteration    11780/   21553 | consumed samples:      3015680 | consumed tokens:   6176112640 | elapsed time per iteration (s): 0.30 | learning rate: 9.817E-05 | global batch size:   256 | lm loss: 3.427584E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.569 | TFLOPs: 29.95 |
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7:  iteration    11850/   21553 | consumed samples:      3033600 | consumed tokens:   6212812800 | elapsed time per iteration (s): 0.30 | learning rate: 9.725E-05 | global batch size:   256 | lm loss: 3.429762E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.162 | TFLOPs: 30.32 |
7:  iteration    11860/   21553 | consumed samples:      3036160 | consumed tokens:   6218055680 | elapsed time per iteration (s): 0.30 | learning rate: 9.712E-05 | global batch size:   256 | lm loss: 3.429778E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.483 | TFLOPs: 30.33 |
7:  iteration    11870/   21553 | consumed samples:      3038720 | consumed tokens:   6223298560 | elapsed time per iteration (s): 0.30 | learning rate: 9.698E-05 | global batch size:   256 | lm loss: 3.433222E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.294 | TFLOPs: 30.33 |
7:  iteration    11880/   21553 | consumed samples:      3041280 | consumed tokens:   6228541440 | elapsed time per iteration (s): 0.30 | learning rate: 9.685E-05 | global batch size:   256 | lm loss: 3.427883E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.462 | TFLOPs: 30.33 |
7:  iteration    11890/   21553 | consumed samples:      3043840 | consumed tokens:   6233784320 | elapsed time per iteration (s): 0.30 | learning rate: 9.672E-05 | global batch size:   256 | lm loss: 3.424245E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.646 | TFLOPs: 30.34 |
7:  iteration    11900/   21553 | consumed samples:      3046400 | consumed tokens:   6239027200 | elapsed time per iteration (s): 0.30 | learning rate: 9.659E-05 | global batch size:   256 | lm loss: 3.421508E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.667 | TFLOPs: 30.34 |
7:  iteration    11910/   21553 | consumed samples:      3048960 | consumed tokens:   6244270080 | elapsed time per iteration (s): 0.30 | learning rate: 9.646E-05 | global batch size:   256 | lm loss: 3.400492E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.446 | TFLOPs: 30.33 |
7:  iteration    11920/   21553 | consumed samples:      3051520 | consumed tokens:   6249512960 | elapsed time per iteration (s): 0.30 | learning rate: 9.633E-05 | global batch size:   256 | lm loss: 3.412876E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.865 | TFLOPs: 30.35 |
7:  iteration    11930/   21553 | consumed samples:      3054080 | consumed tokens:   6254755840 | elapsed time per iteration (s): 0.30 | learning rate: 9.620E-05 | global batch size:   256 | lm loss: 3.427397E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.834 | TFLOPs: 30.35 |
7:  iteration    11940/   21553 | consumed samples:      3056640 | consumed tokens:   6259998720 | elapsed time per iteration (s): 0.30 | learning rate: 9.607E-05 | global batch size:   256 | lm loss: 3.407131E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.223 | TFLOPs: 30.01 |
7:  iteration    11950/   21553 | consumed samples:      3059200 | consumed tokens:   6265241600 | elapsed time per iteration (s): 0.30 | learning rate: 9.594E-05 | global batch size:   256 | lm loss: 3.406607E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.507 | TFLOPs: 30.33 |
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7:  iteration    11970/   21553 | consumed samples:      3064320 | consumed tokens:   6275727360 | elapsed time per iteration (s): 0.30 | learning rate: 9.567E-05 | global batch size:   256 | lm loss: 3.418222E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.546 | TFLOPs: 30.34 |
7:  iteration    11980/   21553 | consumed samples:      3066880 | consumed tokens:   6280970240 | elapsed time per iteration (s): 0.30 | learning rate: 9.554E-05 | global batch size:   256 | lm loss: 3.418154E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.415 | TFLOPs: 30.23 |
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0: [2023-03-15 22:58:06,213] [INFO] [logging.py:68:log_dist] [Rank 0] step=12000, skipped=0, lr=[9.528206376265585e-05, 9.528206376265585e-05, 9.528206376265585e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    12000/   21553 | consumed samples:      3072000 | consumed tokens:   6291456000 | elapsed time per iteration (s): 0.30 | learning rate: 9.528E-05 | global batch size:   256 | lm loss: 3.424805E+00 | grad norm: 0.373 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.581 | TFLOPs: 30.34 |
0: steps: 12000 loss: 3.4218 iter time (s): 0.294 samples/sec: 871.087
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 12000 | lm loss value: 3.399956E+00 | lm loss PPL: 2.996277E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   12000 to checkpoints_146m14b400m
0: [2023-03-15 22:58:06,334] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step12000 is begin to save!
0: [2023-03-15 22:58:06,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step12000/layer_01-model_00-model_states.pt...
0: [2023-03-15 22:58:06,422] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/layer_01-model_00-model_states.pt.
0: [2023-03-15 22:58:06,422] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step12000/layer_03-model_00-model_states.pt...
0: [2023-03-15 22:58:06,438] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/layer_03-model_00-model_states.pt.
0: [2023-03-15 22:58:06,438] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step12000/layer_04-model_00-model_states.pt...
0: [2023-03-15 22:58:06,453] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/layer_04-model_00-model_states.pt.
0: [2023-03-15 22:58:06,454] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step12000/layer_05-model_00-model_states.pt...
0: [2023-03-15 22:58:06,468] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/layer_05-model_00-model_states.pt.
0: [2023-03-15 22:58:06,469] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step12000/layer_06-model_00-model_states.pt...
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0: [2023-03-15 22:58:06,648] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step12000/mp_rank_00_model_states.pt
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0: [2023-03-15 22:58:06,697] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:58:06,701] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:58:06,701] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt
4: [2023-03-15 22:58:06,701] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
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3: [2023-03-15 22:58:06,701] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt
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0: [2023-03-15 22:58:06,707] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt.
0: [2023-03-15 22:58:06,708] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt
0: [2023-03-15 22:58:06,708] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
5: [2023-03-15 22:58:06,708] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:58:06,708] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
5: [2023-03-15 22:58:06,708] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
2: [2023-03-15 22:58:06,708] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:58:06,708] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt.
2: [2023-03-15 22:58:06,708] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt
3: [2023-03-15 22:58:06,708] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt
2: [2023-03-15 22:58:06,708] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
3: [2023-03-15 22:58:06,708] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
2: [2023-03-15 22:58:06,708] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt.
2: [2023-03-15 22:58:06,708] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt.
2: [2023-03-15 22:58:06,708] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt.
0: [2023-03-15 22:58:06,708] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt.
2: [2023-03-15 22:58:06,708] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
2: [2023-03-15 22:58:06,708] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
0: [2023-03-15 22:58:06,708] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt
2: [2023-03-15 22:58:06,708] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt
2: [2023-03-15 22:58:06,708] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
2: [2023-03-15 22:58:06,708] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
0: [2023-03-15 22:58:06,708] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
2: [2023-03-15 22:58:06,708] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
0: [2023-03-15 22:58:06,709] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt.
0: [2023-03-15 22:58:06,709] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt
0: [2023-03-15 22:58:06,709] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
3: [2023-03-15 22:58:06,709] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:58:06,709] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt
3: [2023-03-15 22:58:06,709] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
3: [2023-03-15 22:58:06,709] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt.
3: [2023-03-15 22:58:06,709] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
3: [2023-03-15 22:58:06,709] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
5: [2023-03-15 22:58:06,710] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:58:06,710] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:58:06,710] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-15 22:58:06,710] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
6: [2023-03-15 22:58:06,710] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:58:06,710] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-15 22:58:06,710] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
1: [2023-03-15 22:58:06,710] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:58:06,710] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt.
1: [2023-03-15 22:58:06,711] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
1: [2023-03-15 22:58:06,711] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-15 22:58:06,711] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
1: [2023-03-15 22:58:06,711] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
5: [2023-03-15 22:58:06,710] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-15 22:58:06,710] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
5: [2023-03-15 22:58:06,712] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:58:06,712] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-15 22:58:06,712] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
5: [2023-03-15 22:58:06,712] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt.
5: [2023-03-15 22:58:06,712] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
5: [2023-03-15 22:58:06,712] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
7: [2023-03-15 22:58:06,712] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt.
7: [2023-03-15 22:58:06,712] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt.
7: [2023-03-15 22:58:06,712] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
7: [2023-03-15 22:58:06,712] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-15 22:58:06,712] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
7: [2023-03-15 22:58:06,712] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
4: [2023-03-15 22:58:06,712] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:58:06,712] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
4: [2023-03-15 22:58:06,712] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
6: [2023-03-15 22:58:06,712] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
6: [2023-03-15 22:58:06,712] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-15 22:58:06,712] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
4: [2023-03-15 22:58:06,719] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt.
4: [2023-03-15 22:58:06,719] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt
4: [2023-03-15 22:58:06,719] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
0: [2023-03-15 22:58:06,722] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step12000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 22:58:06,722] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
0:   successfully saved checkpoint at iteration   12000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 397.64
7:  iteration    12010/   21553 | consumed samples:      3074560 | consumed tokens:   6296698880 | elapsed time per iteration (s): 0.35 | learning rate: 9.515E-05 | global batch size:   256 | lm loss: 3.420347E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 738.893 | TFLOPs: 25.87 |
7:  iteration    12020/   21553 | consumed samples:      3077120 | consumed tokens:   6301941760 | elapsed time per iteration (s): 0.30 | learning rate: 9.502E-05 | global batch size:   256 | lm loss: 3.417262E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 862.178 | TFLOPs: 30.18 |
7:  iteration    12030/   21553 | consumed samples:      3079680 | consumed tokens:   6307184640 | elapsed time per iteration (s): 0.30 | learning rate: 9.489E-05 | global batch size:   256 | lm loss: 3.419601E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.584 | TFLOPs: 30.30 |
7:  iteration    12040/   21553 | consumed samples:      3082240 | consumed tokens:   6312427520 | elapsed time per iteration (s): 0.30 | learning rate: 9.476E-05 | global batch size:   256 | lm loss: 3.416935E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 860.780 | TFLOPs: 30.13 |
7:  iteration    12050/   21553 | consumed samples:      3084800 | consumed tokens:   6317670400 | elapsed time per iteration (s): 0.30 | learning rate: 9.463E-05 | global batch size:   256 | lm loss: 3.420706E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.355 | TFLOPs: 29.94 |
7:  iteration    12060/   21553 | consumed samples:      3087360 | consumed tokens:   6322913280 | elapsed time per iteration (s): 0.30 | learning rate: 9.450E-05 | global batch size:   256 | lm loss: 3.416083E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.004 | TFLOPs: 30.32 |
7:  iteration    12070/   21553 | consumed samples:      3089920 | consumed tokens:   6328156160 | elapsed time per iteration (s): 0.30 | learning rate: 9.437E-05 | global batch size:   256 | lm loss: 3.403727E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.590 | TFLOPs: 30.30 |
7:  iteration    12080/   21553 | consumed samples:      3092480 | consumed tokens:   6333399040 | elapsed time per iteration (s): 0.30 | learning rate: 9.424E-05 | global batch size:   256 | lm loss: 3.410567E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.228 | TFLOPs: 30.32 |
7:  iteration    12090/   21553 | consumed samples:      3095040 | consumed tokens:   6338641920 | elapsed time per iteration (s): 0.30 | learning rate: 9.411E-05 | global batch size:   256 | lm loss: 3.418135E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.604 | TFLOPs: 30.30 |
7:  iteration    12100/   21553 | consumed samples:      3097600 | consumed tokens:   6343884800 | elapsed time per iteration (s): 0.30 | learning rate: 9.398E-05 | global batch size:   256 | lm loss: 3.422725E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.379 | TFLOPs: 30.29 |
7:  iteration    12110/   21553 | consumed samples:      3100160 | consumed tokens:   6349127680 | elapsed time per iteration (s): 0.30 | learning rate: 9.385E-05 | global batch size:   256 | lm loss: 3.411866E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.172 | TFLOPs: 30.32 |
7:  iteration    12120/   21553 | consumed samples:      3102720 | consumed tokens:   6354370560 | elapsed time per iteration (s): 0.30 | learning rate: 9.372E-05 | global batch size:   256 | lm loss: 3.426842E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.998 | TFLOPs: 29.97 |
7:  iteration    12130/   21553 | consumed samples:      3105280 | consumed tokens:   6359613440 | elapsed time per iteration (s): 0.30 | learning rate: 9.359E-05 | global batch size:   256 | lm loss: 3.430514E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.746 | TFLOPs: 30.31 |
7:  iteration    12140/   21553 | consumed samples:      3107840 | consumed tokens:   6364856320 | elapsed time per iteration (s): 0.30 | learning rate: 9.346E-05 | global batch size:   256 | lm loss: 3.419326E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.551 | TFLOPs: 29.92 |
7:  iteration    12150/   21553 | consumed samples:      3110400 | consumed tokens:   6370099200 | elapsed time per iteration (s): 0.30 | learning rate: 9.332E-05 | global batch size:   256 | lm loss: 3.409284E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 844.827 | TFLOPs: 29.58 |
7:  iteration    12160/   21553 | consumed samples:      3112960 | consumed tokens:   6375342080 | elapsed time per iteration (s): 0.30 | learning rate: 9.319E-05 | global batch size:   256 | lm loss: 3.413751E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.604 | TFLOPs: 29.95 |
7:  iteration    12170/   21553 | consumed samples:      3115520 | consumed tokens:   6380584960 | elapsed time per iteration (s): 0.30 | learning rate: 9.306E-05 | global batch size:   256 | lm loss: 3.422251E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.134 | TFLOPs: 30.32 |
7:  iteration    12180/   21553 | consumed samples:      3118080 | consumed tokens:   6385827840 | elapsed time per iteration (s): 0.30 | learning rate: 9.293E-05 | global batch size:   256 | lm loss: 3.417678E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.229 | TFLOPs: 29.94 |
7:  iteration    12190/   21553 | consumed samples:      3120640 | consumed tokens:   6391070720 | elapsed time per iteration (s): 0.30 | learning rate: 9.280E-05 | global batch size:   256 | lm loss: 3.402126E+00 | grad norm: 0.370 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.926 | TFLOPs: 30.31 |
7:  iteration    12200/   21553 | consumed samples:      3123200 | consumed tokens:   6396313600 | elapsed time per iteration (s): 0.30 | learning rate: 9.267E-05 | global batch size:   256 | lm loss: 3.411355E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.638 | TFLOPs: 30.30 |
7:  iteration    12210/   21553 | consumed samples:      3125760 | consumed tokens:   6401556480 | elapsed time per iteration (s): 0.30 | learning rate: 9.254E-05 | global batch size:   256 | lm loss: 3.409301E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.272 | TFLOPs: 30.33 |
7:  iteration    12220/   21553 | consumed samples:      3128320 | consumed tokens:   6406799360 | elapsed time per iteration (s): 0.30 | learning rate: 9.241E-05 | global batch size:   256 | lm loss: 3.423328E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.813 | TFLOPs: 30.31 |
7:  iteration    12230/   21553 | consumed samples:      3130880 | consumed tokens:   6412042240 | elapsed time per iteration (s): 0.30 | learning rate: 9.228E-05 | global batch size:   256 | lm loss: 3.403614E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.825 | TFLOPs: 30.31 |
7:  iteration    12240/   21553 | consumed samples:      3133440 | consumed tokens:   6417285120 | elapsed time per iteration (s): 0.30 | learning rate: 9.215E-05 | global batch size:   256 | lm loss: 3.406599E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.679 | TFLOPs: 30.34 |
7:  iteration    12250/   21553 | consumed samples:      3136000 | consumed tokens:   6422528000 | elapsed time per iteration (s): 0.30 | learning rate: 9.202E-05 | global batch size:   256 | lm loss: 3.421159E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.861 | TFLOPs: 30.31 |
7:  iteration    12260/   21553 | consumed samples:      3138560 | consumed tokens:   6427770880 | elapsed time per iteration (s): 0.30 | learning rate: 9.189E-05 | global batch size:   256 | lm loss: 3.418154E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.082 | TFLOPs: 30.35 |
7:  iteration    12270/   21553 | consumed samples:      3141120 | consumed tokens:   6433013760 | elapsed time per iteration (s): 0.30 | learning rate: 9.177E-05 | global batch size:   256 | lm loss: 3.410909E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 848.744 | TFLOPs: 29.71 |
7:  iteration    12280/   21553 | consumed samples:      3143680 | consumed tokens:   6438256640 | elapsed time per iteration (s): 0.30 | learning rate: 9.164E-05 | global batch size:   256 | lm loss: 3.417065E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.290 | TFLOPs: 30.33 |
7:  iteration    12290/   21553 | consumed samples:      3146240 | consumed tokens:   6443499520 | elapsed time per iteration (s): 0.30 | learning rate: 9.151E-05 | global batch size:   256 | lm loss: 3.410984E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.268 | TFLOPs: 30.33 |
7:  iteration    12300/   21553 | consumed samples:      3148800 | consumed tokens:   6448742400 | elapsed time per iteration (s): 0.30 | learning rate: 9.138E-05 | global batch size:   256 | lm loss: 3.398483E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.990 | TFLOPs: 30.32 |
7:  iteration    12310/   21553 | consumed samples:      3151360 | consumed tokens:   6453985280 | elapsed time per iteration (s): 0.30 | learning rate: 9.125E-05 | global batch size:   256 | lm loss: 3.394612E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.083 | TFLOPs: 30.32 |
7:  iteration    12320/   21553 | consumed samples:      3153920 | consumed tokens:   6459228160 | elapsed time per iteration (s): 0.30 | learning rate: 9.112E-05 | global batch size:   256 | lm loss: 3.415391E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.421 | TFLOPs: 30.33 |
7:  iteration    12330/   21553 | consumed samples:      3156480 | consumed tokens:   6464471040 | elapsed time per iteration (s): 0.30 | learning rate: 9.099E-05 | global batch size:   256 | lm loss: 3.399706E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.527 | TFLOPs: 30.33 |
7:  iteration    12340/   21553 | consumed samples:      3159040 | consumed tokens:   6469713920 | elapsed time per iteration (s): 0.30 | learning rate: 9.086E-05 | global batch size:   256 | lm loss: 3.402188E+00 | grad norm: 0.369 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.490 | TFLOPs: 30.37 |
7:  iteration    12350/   21553 | consumed samples:      3161600 | consumed tokens:   6474956800 | elapsed time per iteration (s): 0.30 | learning rate: 9.073E-05 | global batch size:   256 | lm loss: 3.414389E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.274 | TFLOPs: 30.36 |
7:  iteration    12360/   21553 | consumed samples:      3164160 | consumed tokens:   6480199680 | elapsed time per iteration (s): 0.30 | learning rate: 9.060E-05 | global batch size:   256 | lm loss: 3.389871E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.040 | TFLOPs: 30.35 |
7:  iteration    12370/   21553 | consumed samples:      3166720 | consumed tokens:   6485442560 | elapsed time per iteration (s): 0.30 | learning rate: 9.047E-05 | global batch size:   256 | lm loss: 3.418460E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.862 | TFLOPs: 30.07 |
7:  iteration    12380/   21553 | consumed samples:      3169280 | consumed tokens:   6490685440 | elapsed time per iteration (s): 0.30 | learning rate: 9.034E-05 | global batch size:   256 | lm loss: 3.406712E+00 | grad norm: 0.376 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.787 | TFLOPs: 30.34 |
7:  iteration    12390/   21553 | consumed samples:      3171840 | consumed tokens:   6495928320 | elapsed time per iteration (s): 0.30 | learning rate: 9.021E-05 | global batch size:   256 | lm loss: 3.406813E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 862.009 | TFLOPs: 30.18 |
7:  iteration    12400/   21553 | consumed samples:      3174400 | consumed tokens:   6501171200 | elapsed time per iteration (s): 0.30 | learning rate: 9.008E-05 | global batch size:   256 | lm loss: 3.417581E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.543 | TFLOPs: 30.27 |
7:  iteration    12410/   21553 | consumed samples:      3176960 | consumed tokens:   6506414080 | elapsed time per iteration (s): 0.30 | learning rate: 8.995E-05 | global batch size:   256 | lm loss: 3.406865E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.233 | TFLOPs: 30.01 |
7:  iteration    12420/   21553 | consumed samples:      3179520 | consumed tokens:   6511656960 | elapsed time per iteration (s): 0.30 | learning rate: 8.982E-05 | global batch size:   256 | lm loss: 3.413348E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.941 | TFLOPs: 30.31 |
7:  iteration    12430/   21553 | consumed samples:      3182080 | consumed tokens:   6516899840 | elapsed time per iteration (s): 0.30 | learning rate: 8.969E-05 | global batch size:   256 | lm loss: 3.401369E+00 | grad norm: 0.395 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.516 | TFLOPs: 30.30 |
7:  iteration    12440/   21553 | consumed samples:      3184640 | consumed tokens:   6522142720 | elapsed time per iteration (s): 0.30 | learning rate: 8.957E-05 | global batch size:   256 | lm loss: 3.405149E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.791 | TFLOPs: 30.31 |
7:  iteration    12450/   21553 | consumed samples:      3187200 | consumed tokens:   6527385600 | elapsed time per iteration (s): 0.30 | learning rate: 8.944E-05 | global batch size:   256 | lm loss: 3.403698E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.282 | TFLOPs: 30.33 |
7:  iteration    12460/   21553 | consumed samples:      3189760 | consumed tokens:   6532628480 | elapsed time per iteration (s): 0.30 | learning rate: 8.931E-05 | global batch size:   256 | lm loss: 3.405228E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.791 | TFLOPs: 30.34 |
7:  iteration    12470/   21553 | consumed samples:      3192320 | consumed tokens:   6537871360 | elapsed time per iteration (s): 0.30 | learning rate: 8.918E-05 | global batch size:   256 | lm loss: 3.411312E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.520 | TFLOPs: 30.33 |
7:  iteration    12480/   21553 | consumed samples:      3194880 | consumed tokens:   6543114240 | elapsed time per iteration (s): 0.30 | learning rate: 8.905E-05 | global batch size:   256 | lm loss: 3.410693E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.060 | TFLOPs: 30.35 |
7:  iteration    12490/   21553 | consumed samples:      3197440 | consumed tokens:   6548357120 | elapsed time per iteration (s): 0.30 | learning rate: 8.892E-05 | global batch size:   256 | lm loss: 3.410601E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.536 | TFLOPs: 29.95 |
7:  iteration    12500/   21553 | consumed samples:      3200000 | consumed tokens:   6553600000 | elapsed time per iteration (s): 0.30 | learning rate: 8.879E-05 | global batch size:   256 | lm loss: 3.408226E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.080 | TFLOPs: 30.35 |
7:  iteration    12510/   21553 | consumed samples:      3202560 | consumed tokens:   6558842880 | elapsed time per iteration (s): 0.30 | learning rate: 8.866E-05 | global batch size:   256 | lm loss: 3.402529E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.981 | TFLOPs: 30.35 |
7:  iteration    12520/   21553 | consumed samples:      3205120 | consumed tokens:   6564085760 | elapsed time per iteration (s): 0.30 | learning rate: 8.853E-05 | global batch size:   256 | lm loss: 3.412077E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.979 | TFLOPs: 30.35 |
7:  iteration    12530/   21553 | consumed samples:      3207680 | consumed tokens:   6569328640 | elapsed time per iteration (s): 0.30 | learning rate: 8.841E-05 | global batch size:   256 | lm loss: 3.424226E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.342 | TFLOPs: 30.36 |
7:  iteration    12540/   21553 | consumed samples:      3210240 | consumed tokens:   6574571520 | elapsed time per iteration (s): 0.30 | learning rate: 8.828E-05 | global batch size:   256 | lm loss: 3.401978E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.213 | TFLOPs: 30.36 |
7:  iteration    12550/   21553 | consumed samples:      3212800 | consumed tokens:   6579814400 | elapsed time per iteration (s): 0.30 | learning rate: 8.815E-05 | global batch size:   256 | lm loss: 3.412167E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.950 | TFLOPs: 30.03 |
7:  iteration    12560/   21553 | consumed samples:      3215360 | consumed tokens:   6585057280 | elapsed time per iteration (s): 0.30 | learning rate: 8.802E-05 | global batch size:   256 | lm loss: 3.397497E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.975 | TFLOPs: 30.35 |
7:  iteration    12570/   21553 | consumed samples:      3217920 | consumed tokens:   6590300160 | elapsed time per iteration (s): 0.30 | learning rate: 8.789E-05 | global batch size:   256 | lm loss: 3.418042E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.359 | TFLOPs: 30.36 |
7:  iteration    12580/   21553 | consumed samples:      3220480 | consumed tokens:   6595543040 | elapsed time per iteration (s): 0.30 | learning rate: 8.776E-05 | global batch size:   256 | lm loss: 3.418525E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.948 | TFLOPs: 30.35 |
7:  iteration    12590/   21553 | consumed samples:      3223040 | consumed tokens:   6600785920 | elapsed time per iteration (s): 0.30 | learning rate: 8.763E-05 | global batch size:   256 | lm loss: 3.400327E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.826 | TFLOPs: 29.75 |
7:  iteration    12600/   21553 | consumed samples:      3225600 | consumed tokens:   6606028800 | elapsed time per iteration (s): 0.30 | learning rate: 8.751E-05 | global batch size:   256 | lm loss: 3.401592E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.171 | TFLOPs: 30.36 |
7:  iteration    12610/   21553 | consumed samples:      3228160 | consumed tokens:   6611271680 | elapsed time per iteration (s): 0.30 | learning rate: 8.738E-05 | global batch size:   256 | lm loss: 3.397619E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.187 | TFLOPs: 30.36 |
7:  iteration    12620/   21553 | consumed samples:      3230720 | consumed tokens:   6616514560 | elapsed time per iteration (s): 0.30 | learning rate: 8.725E-05 | global batch size:   256 | lm loss: 3.416584E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.486 | TFLOPs: 30.37 |
7:  iteration    12630/   21553 | consumed samples:      3233280 | consumed tokens:   6621757440 | elapsed time per iteration (s): 0.30 | learning rate: 8.712E-05 | global batch size:   256 | lm loss: 3.415255E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.374 | TFLOPs: 30.36 |
7:  iteration    12640/   21553 | consumed samples:      3235840 | consumed tokens:   6627000320 | elapsed time per iteration (s): 0.30 | learning rate: 8.699E-05 | global batch size:   256 | lm loss: 3.402359E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.288 | TFLOPs: 30.36 |
7:  iteration    12650/   21553 | consumed samples:      3238400 | consumed tokens:   6632243200 | elapsed time per iteration (s): 0.30 | learning rate: 8.687E-05 | global batch size:   256 | lm loss: 3.403140E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.841 | TFLOPs: 29.93 |
7:  iteration    12660/   21553 | consumed samples:      3240960 | consumed tokens:   6637486080 | elapsed time per iteration (s): 0.30 | learning rate: 8.674E-05 | global batch size:   256 | lm loss: 3.390070E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 846.227 | TFLOPs: 29.62 |
7:  iteration    12670/   21553 | consumed samples:      3243520 | consumed tokens:   6642728960 | elapsed time per iteration (s): 0.31 | learning rate: 8.661E-05 | global batch size:   256 | lm loss: 3.392790E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 820.591 | TFLOPs: 28.73 |
7:  iteration    12680/   21553 | consumed samples:      3246080 | consumed tokens:   6647971840 | elapsed time per iteration (s): 0.32 | learning rate: 8.648E-05 | global batch size:   256 | lm loss: 3.401352E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 805.941 | TFLOPs: 28.21 |
7:  iteration    12690/   21553 | consumed samples:      3248640 | consumed tokens:   6653214720 | elapsed time per iteration (s): 0.32 | learning rate: 8.635E-05 | global batch size:   256 | lm loss: 3.408802E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 809.187 | TFLOPs: 28.33 |
7:  iteration    12700/   21553 | consumed samples:      3251200 | consumed tokens:   6658457600 | elapsed time per iteration (s): 0.30 | learning rate: 8.623E-05 | global batch size:   256 | lm loss: 3.399105E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 852.712 | TFLOPs: 29.85 |
7:  iteration    12710/   21553 | consumed samples:      3253760 | consumed tokens:   6663700480 | elapsed time per iteration (s): 0.30 | learning rate: 8.610E-05 | global batch size:   256 | lm loss: 3.398015E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.739 | TFLOPs: 29.89 |
7:  iteration    12720/   21553 | consumed samples:      3256320 | consumed tokens:   6668943360 | elapsed time per iteration (s): 0.30 | learning rate: 8.597E-05 | global batch size:   256 | lm loss: 3.397453E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 862.780 | TFLOPs: 30.20 |
7:  iteration    12730/   21553 | consumed samples:      3258880 | consumed tokens:   6674186240 | elapsed time per iteration (s): 0.30 | learning rate: 8.584E-05 | global batch size:   256 | lm loss: 3.396786E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.646 | TFLOPs: 29.74 |
7:  iteration    12740/   21553 | consumed samples:      3261440 | consumed tokens:   6679429120 | elapsed time per iteration (s): 0.30 | learning rate: 8.571E-05 | global batch size:   256 | lm loss: 3.423547E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 860.580 | TFLOPs: 30.13 |
7:  iteration    12750/   21553 | consumed samples:      3264000 | consumed tokens:   6684672000 | elapsed time per iteration (s): 0.30 | learning rate: 8.559E-05 | global batch size:   256 | lm loss: 3.401809E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.685 | TFLOPs: 29.92 |
7:  iteration    12760/   21553 | consumed samples:      3266560 | consumed tokens:   6689914880 | elapsed time per iteration (s): 0.31 | learning rate: 8.546E-05 | global batch size:   256 | lm loss: 3.406920E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 823.480 | TFLOPs: 28.83 |
7:  iteration    12770/   21553 | consumed samples:      3269120 | consumed tokens:   6695157760 | elapsed time per iteration (s): 0.30 | learning rate: 8.533E-05 | global batch size:   256 | lm loss: 3.396161E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.491 | TFLOPs: 30.23 |
7:  iteration    12780/   21553 | consumed samples:      3271680 | consumed tokens:   6700400640 | elapsed time per iteration (s): 0.30 | learning rate: 8.520E-05 | global batch size:   256 | lm loss: 3.402366E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.487 | TFLOPs: 29.91 |
7:  iteration    12790/   21553 | consumed samples:      3274240 | consumed tokens:   6705643520 | elapsed time per iteration (s): 0.30 | learning rate: 8.508E-05 | global batch size:   256 | lm loss: 3.405178E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.133 | TFLOPs: 29.87 |
7:  iteration    12800/   21553 | consumed samples:      3276800 | consumed tokens:   6710886400 | elapsed time per iteration (s): 0.30 | learning rate: 8.495E-05 | global batch size:   256 | lm loss: 3.398845E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 850.145 | TFLOPs: 29.76 |
7:  iteration    12810/   21553 | consumed samples:      3279360 | consumed tokens:   6716129280 | elapsed time per iteration (s): 0.30 | learning rate: 8.482E-05 | global batch size:   256 | lm loss: 3.397947E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.537 | TFLOPs: 29.95 |
7:  iteration    12820/   21553 | consumed samples:      3281920 | consumed tokens:   6721372160 | elapsed time per iteration (s): 0.30 | learning rate: 8.470E-05 | global batch size:   256 | lm loss: 3.399649E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.190 | TFLOPs: 29.94 |
7:  iteration    12830/   21553 | consumed samples:      3284480 | consumed tokens:   6726615040 | elapsed time per iteration (s): 0.30 | learning rate: 8.457E-05 | global batch size:   256 | lm loss: 3.409829E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.474 | TFLOPs: 30.33 |
7:  iteration    12840/   21553 | consumed samples:      3287040 | consumed tokens:   6731857920 | elapsed time per iteration (s): 0.30 | learning rate: 8.444E-05 | global batch size:   256 | lm loss: 3.400952E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.105 | TFLOPs: 30.35 |
7:  iteration    12850/   21553 | consumed samples:      3289600 | consumed tokens:   6737100800 | elapsed time per iteration (s): 0.30 | learning rate: 8.431E-05 | global batch size:   256 | lm loss: 3.416378E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 850.252 | TFLOPs: 29.76 |
7:  iteration    12860/   21553 | consumed samples:      3292160 | consumed tokens:   6742343680 | elapsed time per iteration (s): 0.33 | learning rate: 8.419E-05 | global batch size:   256 | lm loss: 3.401985E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 772.461 | TFLOPs: 27.04 |
7:  iteration    12870/   21553 | consumed samples:      3294720 | consumed tokens:   6747586560 | elapsed time per iteration (s): 0.34 | learning rate: 8.406E-05 | global batch size:   256 | lm loss: 3.399592E+00 | grad norm: 0.367 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 757.641 | TFLOPs: 26.52 |
7:  iteration    12880/   21553 | consumed samples:      3297280 | consumed tokens:   6752829440 | elapsed time per iteration (s): 0.34 | learning rate: 8.393E-05 | global batch size:   256 | lm loss: 3.405297E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 759.787 | TFLOPs: 26.60 |
7:  iteration    12890/   21553 | consumed samples:      3299840 | consumed tokens:   6758072320 | elapsed time per iteration (s): 0.42 | learning rate: 8.381E-05 | global batch size:   256 | lm loss: 3.394871E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 616.732 | TFLOPs: 21.59 |
7:  iteration    12900/   21553 | consumed samples:      3302400 | consumed tokens:   6763315200 | elapsed time per iteration (s): 0.30 | learning rate: 8.368E-05 | global batch size:   256 | lm loss: 3.391145E+00 | grad norm: 0.377 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.877 | TFLOPs: 29.93 |
7:  iteration    12910/   21553 | consumed samples:      3304960 | consumed tokens:   6768558080 | elapsed time per iteration (s): 0.36 | learning rate: 8.355E-05 | global batch size:   256 | lm loss: 3.393016E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 716.894 | TFLOPs: 25.10 |
7:  iteration    12920/   21553 | consumed samples:      3307520 | consumed tokens:   6773800960 | elapsed time per iteration (s): 0.32 | learning rate: 8.343E-05 | global batch size:   256 | lm loss: 3.393114E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 801.312 | TFLOPs: 28.05 |
7:  iteration    12930/   21553 | consumed samples:      3310080 | consumed tokens:   6779043840 | elapsed time per iteration (s): 0.31 | learning rate: 8.330E-05 | global batch size:   256 | lm loss: 3.389331E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 836.211 | TFLOPs: 29.27 |
7:  iteration    12940/   21553 | consumed samples:      3312640 | consumed tokens:   6784286720 | elapsed time per iteration (s): 0.31 | learning rate: 8.317E-05 | global batch size:   256 | lm loss: 3.381911E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 823.327 | TFLOPs: 28.82 |
7:  iteration    12950/   21553 | consumed samples:      3315200 | consumed tokens:   6789529600 | elapsed time per iteration (s): 0.30 | learning rate: 8.305E-05 | global batch size:   256 | lm loss: 3.402063E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 850.000 | TFLOPs: 29.76 |
7:  iteration    12960/   21553 | consumed samples:      3317760 | consumed tokens:   6794772480 | elapsed time per iteration (s): 0.32 | learning rate: 8.292E-05 | global batch size:   256 | lm loss: 3.393380E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 796.084 | TFLOPs: 27.87 |
7:  iteration    12970/   21553 | consumed samples:      3320320 | consumed tokens:   6800015360 | elapsed time per iteration (s): 0.33 | learning rate: 8.279E-05 | global batch size:   256 | lm loss: 3.403262E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 784.713 | TFLOPs: 27.47 |
7:  iteration    12980/   21553 | consumed samples:      3322880 | consumed tokens:   6805258240 | elapsed time per iteration (s): 0.35 | learning rate: 8.267E-05 | global batch size:   256 | lm loss: 3.393193E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 732.442 | TFLOPs: 25.64 |
7:  iteration    12990/   21553 | consumed samples:      3325440 | consumed tokens:   6810501120 | elapsed time per iteration (s): 0.31 | learning rate: 8.254E-05 | global batch size:   256 | lm loss: 3.402419E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 831.792 | TFLOPs: 29.12 |
7:  iteration    13000/   21553 | consumed samples:      3328000 | consumed tokens:   6815744000 | elapsed time per iteration (s): 0.31 | learning rate: 8.242E-05 | global batch size:   256 | lm loss: 3.395824E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 826.743 | TFLOPs: 28.94 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 13000 | lm loss value: 3.503056E+00 | lm loss PPL: 3.321679E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   13000 to checkpoints_146m14b400m
0: [2023-03-15 23:03:09,261] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step13000 is begin to save!
0: [2023-03-15 23:03:09,274] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/layer_01-model_00-model_states.pt...
0: [2023-03-15 23:03:09,471] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/layer_01-model_00-model_states.pt.
0: [2023-03-15 23:03:09,472] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/layer_03-model_00-model_states.pt...
0: [2023-03-15 23:03:09,488] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/layer_03-model_00-model_states.pt.
0: [2023-03-15 23:03:09,488] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/layer_04-model_00-model_states.pt...
0: [2023-03-15 23:03:09,503] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/layer_04-model_00-model_states.pt.
0: [2023-03-15 23:03:09,504] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/layer_05-model_00-model_states.pt...
0: [2023-03-15 23:03:09,519] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/layer_05-model_00-model_states.pt.
0: [2023-03-15 23:03:09,519] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/layer_06-model_00-model_states.pt...
0: [2023-03-15 23:03:09,534] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/layer_06-model_00-model_states.pt.
0: [2023-03-15 23:03:09,534] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/layer_07-model_00-model_states.pt...
0: [2023-03-15 23:03:09,549] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/layer_07-model_00-model_states.pt.
0: [2023-03-15 23:03:09,550] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/layer_08-model_00-model_states.pt...
0: [2023-03-15 23:03:09,565] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/layer_08-model_00-model_states.pt.
0: [2023-03-15 23:03:09,565] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/layer_09-model_00-model_states.pt...
0: [2023-03-15 23:03:09,580] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/layer_09-model_00-model_states.pt.
0: [2023-03-15 23:03:09,580] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/layer_10-model_00-model_states.pt...
0: [2023-03-15 23:03:09,595] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/layer_10-model_00-model_states.pt.
0: [2023-03-15 23:03:09,595] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/layer_11-model_00-model_states.pt...
0: [2023-03-15 23:03:09,610] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/layer_11-model_00-model_states.pt.
0: [2023-03-15 23:03:09,611] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/layer_12-model_00-model_states.pt...
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0: [2023-03-15 23:03:09,626] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/layer_13-model_00-model_states.pt...
0: [2023-03-15 23:03:09,641] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/layer_13-model_00-model_states.pt.
0: [2023-03-15 23:03:09,641] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/layer_14-model_00-model_states.pt...
0: [2023-03-15 23:03:09,657] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/layer_14-model_00-model_states.pt.
0: [2023-03-15 23:03:09,657] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/layer_15-model_00-model_states.pt...
0: [2023-03-15 23:03:09,672] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/layer_15-model_00-model_states.pt.
0: [2023-03-15 23:03:09,672] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/layer_16-model_00-model_states.pt...
0: [2023-03-15 23:03:09,687] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/layer_16-model_00-model_states.pt.
0: [2023-03-15 23:03:09,688] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/layer_17-model_00-model_states.pt...
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0: [2023-03-15 23:03:09,703] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/layer_19-model_00-model_states.pt...
0: [2023-03-15 23:03:09,704] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/layer_19-model_00-model_states.pt.
0: [2023-03-15 23:03:09,705] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step13000/mp_rank_00_model_states.pt
0: [2023-03-15 23:03:09,705] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/mp_rank_00_model_states.pt...
0: [2023-03-15 23:03:09,707] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/mp_rank_00_model_states.pt.
0: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
7: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt...
7: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
7: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt...
7: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
7: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
4: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt...
4: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt...
4: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt...
4: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt...
4: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt...
2: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt...
2: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt...
2: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt...
2: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt...
2: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt...
3: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt...
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3: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt...
3: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt...
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1: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt...
1: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt...
1: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt...
1: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt...
1: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt...
6: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt...
6: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt...
6: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt...
6: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt...
6: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt...
7: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
5: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt...
5: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt...
5: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt...
5: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt...
5: [2023-03-15 23:03:09,725] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt...
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4: [2023-03-15 23:03:09,797] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt
4: [2023-03-15 23:03:09,797] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
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1: [2023-03-15 23:03:09,804] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
1: [2023-03-15 23:03:09,804] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
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5: [2023-03-15 23:03:09,808] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:03:09,808] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:03:09,808] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:03:09,808] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:03:09,808] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:03:09,808] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
5: [2023-03-15 23:03:09,808] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-15 23:03:09,808] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt
5: [2023-03-15 23:03:09,808] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
5: [2023-03-15 23:03:09,808] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-15 23:03:09,808] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
5: [2023-03-15 23:03:09,808] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
5: [2023-03-15 23:03:09,808] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
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5: [2023-03-15 23:03:09,808] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
5: [2023-03-15 23:03:09,808] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
5: [2023-03-15 23:03:09,808] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
5: [2023-03-15 23:03:09,808] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-15 23:03:09,808] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
5: [2023-03-15 23:03:09,812] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:03:09,812] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
5: [2023-03-15 23:03:09,812] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
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6: [2023-03-15 23:03:09,817] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
6: [2023-03-15 23:03:09,817] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:03:09,817] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-15 23:03:09,817] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
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6: [2023-03-15 23:03:09,817] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt
6: [2023-03-15 23:03:09,817] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
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6: [2023-03-15 23:03:09,818] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
6: [2023-03-15 23:03:09,818] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
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6: [2023-03-15 23:03:09,821] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:03:09,821] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:03:09,821] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-15 23:03:09,821] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-15 23:03:09,821] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-15 23:03:09,821] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
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6: [2023-03-15 23:03:09,823] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
6: [2023-03-15 23:03:09,823] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
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7: [2023-03-15 23:03:09,832] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:03:09,832] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:03:09,832] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:03:09,832] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:03:09,832] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:03:09,832] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:03:09,832] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
7: [2023-03-15 23:03:09,832] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
7: [2023-03-15 23:03:09,832] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:03:09,832] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt
7: [2023-03-15 23:03:09,832] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
7: [2023-03-15 23:03:09,832] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
7: [2023-03-15 23:03:09,832] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
7: [2023-03-15 23:03:09,832] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
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7: [2023-03-15 23:03:09,832] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
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2: [2023-03-15 23:03:09,832] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt.
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2: [2023-03-15 23:03:09,833] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt
2: [2023-03-15 23:03:09,833] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
2: [2023-03-15 23:03:09,833] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt
2: [2023-03-15 23:03:09,833] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
2: [2023-03-15 23:03:09,833] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt
2: [2023-03-15 23:03:09,833] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt
2: [2023-03-15 23:03:09,833] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
2: [2023-03-15 23:03:09,833] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step13000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt
2: [2023-03-15 23:03:09,833] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
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0:   successfully saved checkpoint at iteration   13000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 638.90
7:  iteration    13010/   21553 | consumed samples:      3330560 | consumed tokens:   6820986880 | elapsed time per iteration (s): 0.37 | learning rate: 8.229E-05 | global batch size:   256 | lm loss: 3.393402E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.396 | TFLOPs: 23.96 |
7:  iteration    13020/   21553 | consumed samples:      3333120 | consumed tokens:   6826229760 | elapsed time per iteration (s): 0.30 | learning rate: 8.216E-05 | global batch size:   256 | lm loss: 3.396717E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 843.343 | TFLOPs: 29.52 |
7:  iteration    13030/   21553 | consumed samples:      3335680 | consumed tokens:   6831472640 | elapsed time per iteration (s): 0.31 | learning rate: 8.204E-05 | global batch size:   256 | lm loss: 3.399842E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 832.930 | TFLOPs: 29.16 |
7:  iteration    13040/   21553 | consumed samples:      3338240 | consumed tokens:   6836715520 | elapsed time per iteration (s): 0.30 | learning rate: 8.191E-05 | global batch size:   256 | lm loss: 3.378721E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 852.674 | TFLOPs: 29.85 |
7:  iteration    13050/   21553 | consumed samples:      3340800 | consumed tokens:   6841958400 | elapsed time per iteration (s): 0.31 | learning rate: 8.179E-05 | global batch size:   256 | lm loss: 3.376588E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 833.921 | TFLOPs: 29.19 |
7:  iteration    13060/   21553 | consumed samples:      3343360 | consumed tokens:   6847201280 | elapsed time per iteration (s): 0.30 | learning rate: 8.166E-05 | global batch size:   256 | lm loss: 3.386263E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.312 | TFLOPs: 29.73 |
7:  iteration    13070/   21553 | consumed samples:      3345920 | consumed tokens:   6852444160 | elapsed time per iteration (s): 0.31 | learning rate: 8.153E-05 | global batch size:   256 | lm loss: 3.397247E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 819.663 | TFLOPs: 28.69 |
7:  iteration    13080/   21553 | consumed samples:      3348480 | consumed tokens:   6857687040 | elapsed time per iteration (s): 0.31 | learning rate: 8.141E-05 | global batch size:   256 | lm loss: 3.392480E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 828.484 | TFLOPs: 29.00 |
7:  iteration    13090/   21553 | consumed samples:      3351040 | consumed tokens:   6862929920 | elapsed time per iteration (s): 0.31 | learning rate: 8.128E-05 | global batch size:   256 | lm loss: 3.389775E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 837.354 | TFLOPs: 29.31 |
7:  iteration    13100/   21553 | consumed samples:      3353600 | consumed tokens:   6868172800 | elapsed time per iteration (s): 0.30 | learning rate: 8.116E-05 | global batch size:   256 | lm loss: 3.402562E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 848.396 | TFLOPs: 29.70 |
7:  iteration    13110/   21553 | consumed samples:      3356160 | consumed tokens:   6873415680 | elapsed time per iteration (s): 0.31 | learning rate: 8.103E-05 | global batch size:   256 | lm loss: 3.403565E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 832.309 | TFLOPs: 29.14 |
7:  iteration    13120/   21553 | consumed samples:      3358720 | consumed tokens:   6878658560 | elapsed time per iteration (s): 0.31 | learning rate: 8.091E-05 | global batch size:   256 | lm loss: 3.387076E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 833.446 | TFLOPs: 29.18 |
7:  iteration    13130/   21553 | consumed samples:      3361280 | consumed tokens:   6883901440 | elapsed time per iteration (s): 0.30 | learning rate: 8.078E-05 | global batch size:   256 | lm loss: 3.389000E+00 | grad norm: 0.373 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.596 | TFLOPs: 30.02 |
7:  iteration    13140/   21553 | consumed samples:      3363840 | consumed tokens:   6889144320 | elapsed time per iteration (s): 0.30 | learning rate: 8.066E-05 | global batch size:   256 | lm loss: 3.399356E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 848.513 | TFLOPs: 29.70 |
7:  iteration    13150/   21553 | consumed samples:      3366400 | consumed tokens:   6894387200 | elapsed time per iteration (s): 0.30 | learning rate: 8.053E-05 | global batch size:   256 | lm loss: 3.395170E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.246 | TFLOPs: 30.04 |
7:  iteration    13160/   21553 | consumed samples:      3368960 | consumed tokens:   6899630080 | elapsed time per iteration (s): 0.31 | learning rate: 8.041E-05 | global batch size:   256 | lm loss: 3.387673E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 834.855 | TFLOPs: 29.23 |
7:  iteration    13170/   21553 | consumed samples:      3371520 | consumed tokens:   6904872960 | elapsed time per iteration (s): 0.30 | learning rate: 8.028E-05 | global batch size:   256 | lm loss: 3.408493E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.903 | TFLOPs: 30.24 |
7:  iteration    13180/   21553 | consumed samples:      3374080 | consumed tokens:   6910115840 | elapsed time per iteration (s): 0.31 | learning rate: 8.016E-05 | global batch size:   256 | lm loss: 3.392964E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 824.228 | TFLOPs: 28.85 |
7:  iteration    13190/   21553 | consumed samples:      3376640 | consumed tokens:   6915358720 | elapsed time per iteration (s): 0.30 | learning rate: 8.003E-05 | global batch size:   256 | lm loss: 3.397594E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.220 | TFLOPs: 30.04 |
7:  iteration    13200/   21553 | consumed samples:      3379200 | consumed tokens:   6920601600 | elapsed time per iteration (s): 0.31 | learning rate: 7.991E-05 | global batch size:   256 | lm loss: 3.396220E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 828.382 | TFLOPs: 29.00 |
7:  iteration    13210/   21553 | consumed samples:      3381760 | consumed tokens:   6925844480 | elapsed time per iteration (s): 0.32 | learning rate: 7.978E-05 | global batch size:   256 | lm loss: 3.397150E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 809.465 | TFLOPs: 28.34 |
7:  iteration    13220/   21553 | consumed samples:      3384320 | consumed tokens:   6931087360 | elapsed time per iteration (s): 0.30 | learning rate: 7.966E-05 | global batch size:   256 | lm loss: 3.384466E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 851.882 | TFLOPs: 29.82 |
7:  iteration    13230/   21553 | consumed samples:      3386880 | consumed tokens:   6936330240 | elapsed time per iteration (s): 0.30 | learning rate: 7.953E-05 | global batch size:   256 | lm loss: 3.425716E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.757 | TFLOPs: 29.96 |
7:  iteration    13240/   21553 | consumed samples:      3389440 | consumed tokens:   6941573120 | elapsed time per iteration (s): 0.31 | learning rate: 7.941E-05 | global batch size:   256 | lm loss: 3.389825E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 828.543 | TFLOPs: 29.01 |
7:  iteration    13250/   21553 | consumed samples:      3392000 | consumed tokens:   6946816000 | elapsed time per iteration (s): 0.31 | learning rate: 7.928E-05 | global batch size:   256 | lm loss: 3.417209E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 830.958 | TFLOPs: 29.09 |
7:  iteration    13260/   21553 | consumed samples:      3394560 | consumed tokens:   6952058880 | elapsed time per iteration (s): 0.31 | learning rate: 7.916E-05 | global batch size:   256 | lm loss: 3.384234E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 831.876 | TFLOPs: 29.12 |
7:  iteration    13270/   21553 | consumed samples:      3397120 | consumed tokens:   6957301760 | elapsed time per iteration (s): 0.31 | learning rate: 7.903E-05 | global batch size:   256 | lm loss: 3.392799E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 819.977 | TFLOPs: 28.71 |
7:  iteration    13280/   21553 | consumed samples:      3399680 | consumed tokens:   6962544640 | elapsed time per iteration (s): 0.30 | learning rate: 7.891E-05 | global batch size:   256 | lm loss: 3.388099E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 861.342 | TFLOPs: 30.15 |
7:  iteration    13290/   21553 | consumed samples:      3402240 | consumed tokens:   6967787520 | elapsed time per iteration (s): 0.31 | learning rate: 7.878E-05 | global batch size:   256 | lm loss: 3.381625E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 821.047 | TFLOPs: 28.74 |
7:  iteration    13300/   21553 | consumed samples:      3404800 | consumed tokens:   6973030400 | elapsed time per iteration (s): 0.31 | learning rate: 7.866E-05 | global batch size:   256 | lm loss: 3.393478E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 838.854 | TFLOPs: 29.37 |
7:  iteration    13310/   21553 | consumed samples:      3407360 | consumed tokens:   6978273280 | elapsed time per iteration (s): 0.31 | learning rate: 7.854E-05 | global batch size:   256 | lm loss: 3.388124E+00 | grad norm: 0.366 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 836.837 | TFLOPs: 29.30 |
7:  iteration    13320/   21553 | consumed samples:      3409920 | consumed tokens:   6983516160 | elapsed time per iteration (s): 0.31 | learning rate: 7.841E-05 | global batch size:   256 | lm loss: 3.371434E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 830.378 | TFLOPs: 29.07 |
7:  iteration    13330/   21553 | consumed samples:      3412480 | consumed tokens:   6988759040 | elapsed time per iteration (s): 0.30 | learning rate: 7.829E-05 | global batch size:   256 | lm loss: 3.389294E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 842.583 | TFLOPs: 29.50 |
7:  iteration    13340/   21553 | consumed samples:      3415040 | consumed tokens:   6994001920 | elapsed time per iteration (s): 0.30 | learning rate: 7.816E-05 | global batch size:   256 | lm loss: 3.408936E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 842.827 | TFLOPs: 29.51 |
7:  iteration    13350/   21553 | consumed samples:      3417600 | consumed tokens:   6999244800 | elapsed time per iteration (s): 0.30 | learning rate: 7.804E-05 | global batch size:   256 | lm loss: 3.389774E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.602 | TFLOPs: 30.23 |
7:  iteration    13360/   21553 | consumed samples:      3420160 | consumed tokens:   7004487680 | elapsed time per iteration (s): 0.30 | learning rate: 7.792E-05 | global batch size:   256 | lm loss: 3.396874E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 851.296 | TFLOPs: 29.80 |
7:  iteration    13370/   21553 | consumed samples:      3422720 | consumed tokens:   7009730560 | elapsed time per iteration (s): 0.30 | learning rate: 7.779E-05 | global batch size:   256 | lm loss: 3.390719E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 841.536 | TFLOPs: 29.46 |
7:  iteration    13380/   21553 | consumed samples:      3425280 | consumed tokens:   7014973440 | elapsed time per iteration (s): 0.30 | learning rate: 7.767E-05 | global batch size:   256 | lm loss: 3.400122E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 859.616 | TFLOPs: 30.09 |
7:  iteration    13390/   21553 | consumed samples:      3427840 | consumed tokens:   7020216320 | elapsed time per iteration (s): 0.30 | learning rate: 7.754E-05 | global batch size:   256 | lm loss: 3.386032E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 844.082 | TFLOPs: 29.55 |
7:  iteration    13400/   21553 | consumed samples:      3430400 | consumed tokens:   7025459200 | elapsed time per iteration (s): 0.30 | learning rate: 7.742E-05 | global batch size:   256 | lm loss: 3.387921E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.640 | TFLOPs: 30.37 |
7:  iteration    13410/   21553 | consumed samples:      3432960 | consumed tokens:   7030702080 | elapsed time per iteration (s): 0.31 | learning rate: 7.730E-05 | global batch size:   256 | lm loss: 3.397746E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 831.410 | TFLOPs: 29.11 |
7:  iteration    13420/   21553 | consumed samples:      3435520 | consumed tokens:   7035944960 | elapsed time per iteration (s): 0.31 | learning rate: 7.717E-05 | global batch size:   256 | lm loss: 3.392733E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 833.697 | TFLOPs: 29.19 |
7:  iteration    13430/   21553 | consumed samples:      3438080 | consumed tokens:   7041187840 | elapsed time per iteration (s): 0.31 | learning rate: 7.705E-05 | global batch size:   256 | lm loss: 3.388459E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 837.788 | TFLOPs: 29.33 |
7:  iteration    13440/   21553 | consumed samples:      3440640 | consumed tokens:   7046430720 | elapsed time per iteration (s): 0.30 | learning rate: 7.693E-05 | global batch size:   256 | lm loss: 3.393552E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 841.763 | TFLOPs: 29.47 |
7:  iteration    13450/   21553 | consumed samples:      3443200 | consumed tokens:   7051673600 | elapsed time per iteration (s): 0.30 | learning rate: 7.680E-05 | global batch size:   256 | lm loss: 3.393451E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 845.814 | TFLOPs: 29.61 |
7:  iteration    13460/   21553 | consumed samples:      3445760 | consumed tokens:   7056916480 | elapsed time per iteration (s): 0.31 | learning rate: 7.668E-05 | global batch size:   256 | lm loss: 3.380645E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 838.398 | TFLOPs: 29.35 |
7:  iteration    13470/   21553 | consumed samples:      3448320 | consumed tokens:   7062159360 | elapsed time per iteration (s): 0.30 | learning rate: 7.656E-05 | global batch size:   256 | lm loss: 3.389397E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 846.874 | TFLOPs: 29.65 |
7:  iteration    13480/   21553 | consumed samples:      3450880 | consumed tokens:   7067402240 | elapsed time per iteration (s): 0.30 | learning rate: 7.644E-05 | global batch size:   256 | lm loss: 3.377585E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 846.694 | TFLOPs: 29.64 |
7:  iteration    13490/   21553 | consumed samples:      3453440 | consumed tokens:   7072645120 | elapsed time per iteration (s): 0.30 | learning rate: 7.631E-05 | global batch size:   256 | lm loss: 3.395564E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 846.604 | TFLOPs: 29.64 |
7:  iteration    13500/   21553 | consumed samples:      3456000 | consumed tokens:   7077888000 | elapsed time per iteration (s): 0.30 | learning rate: 7.619E-05 | global batch size:   256 | lm loss: 3.380943E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 842.285 | TFLOPs: 29.49 |
7:  iteration    13510/   21553 | consumed samples:      3458560 | consumed tokens:   7083130880 | elapsed time per iteration (s): 0.30 | learning rate: 7.607E-05 | global batch size:   256 | lm loss: 3.380452E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.445 | TFLOPs: 30.37 |
7:  iteration    13520/   21553 | consumed samples:      3461120 | consumed tokens:   7088373760 | elapsed time per iteration (s): 0.30 | learning rate: 7.594E-05 | global batch size:   256 | lm loss: 3.394443E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 840.593 | TFLOPs: 29.43 |
7:  iteration    13530/   21553 | consumed samples:      3463680 | consumed tokens:   7093616640 | elapsed time per iteration (s): 0.30 | learning rate: 7.582E-05 | global batch size:   256 | lm loss: 3.387921E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 845.078 | TFLOPs: 29.58 |
7:  iteration    13540/   21553 | consumed samples:      3466240 | consumed tokens:   7098859520 | elapsed time per iteration (s): 0.31 | learning rate: 7.570E-05 | global batch size:   256 | lm loss: 3.386681E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 837.266 | TFLOPs: 29.31 |
7:  iteration    13550/   21553 | consumed samples:      3468800 | consumed tokens:   7104102400 | elapsed time per iteration (s): 0.31 | learning rate: 7.558E-05 | global batch size:   256 | lm loss: 3.390125E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 834.193 | TFLOPs: 29.20 |
7:  iteration    13560/   21553 | consumed samples:      3471360 | consumed tokens:   7109345280 | elapsed time per iteration (s): 0.30 | learning rate: 7.545E-05 | global batch size:   256 | lm loss: 3.382663E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 847.564 | TFLOPs: 29.67 |
7:  iteration    13570/   21553 | consumed samples:      3473920 | consumed tokens:   7114588160 | elapsed time per iteration (s): 0.30 | learning rate: 7.533E-05 | global batch size:   256 | lm loss: 3.390404E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.136 | TFLOPs: 29.87 |
7:  iteration    13580/   21553 | consumed samples:      3476480 | consumed tokens:   7119831040 | elapsed time per iteration (s): 0.31 | learning rate: 7.521E-05 | global batch size:   256 | lm loss: 3.393100E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 831.938 | TFLOPs: 29.12 |
7:  iteration    13590/   21553 | consumed samples:      3479040 | consumed tokens:   7125073920 | elapsed time per iteration (s): 0.31 | learning rate: 7.509E-05 | global batch size:   256 | lm loss: 3.376849E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 825.096 | TFLOPs: 28.88 |
7:  iteration    13600/   21553 | consumed samples:      3481600 | consumed tokens:   7130316800 | elapsed time per iteration (s): 0.31 | learning rate: 7.497E-05 | global batch size:   256 | lm loss: 3.393770E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 836.508 | TFLOPs: 29.28 |
7:  iteration    13610/   21553 | consumed samples:      3484160 | consumed tokens:   7135559680 | elapsed time per iteration (s): 0.31 | learning rate: 7.484E-05 | global batch size:   256 | lm loss: 3.379785E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 834.504 | TFLOPs: 29.21 |
7:  iteration    13620/   21553 | consumed samples:      3486720 | consumed tokens:   7140802560 | elapsed time per iteration (s): 0.31 | learning rate: 7.472E-05 | global batch size:   256 | lm loss: 3.386749E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 826.794 | TFLOPs: 28.94 |
7:  iteration    13630/   21553 | consumed samples:      3489280 | consumed tokens:   7146045440 | elapsed time per iteration (s): 0.30 | learning rate: 7.460E-05 | global batch size:   256 | lm loss: 3.377241E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 852.609 | TFLOPs: 29.85 |
7:  iteration    13640/   21553 | consumed samples:      3491840 | consumed tokens:   7151288320 | elapsed time per iteration (s): 0.30 | learning rate: 7.448E-05 | global batch size:   256 | lm loss: 3.385972E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 848.675 | TFLOPs: 29.71 |
7:  iteration    13650/   21553 | consumed samples:      3494400 | consumed tokens:   7156531200 | elapsed time per iteration (s): 0.30 | learning rate: 7.436E-05 | global batch size:   256 | lm loss: 3.398927E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 843.926 | TFLOPs: 29.54 |
7:  iteration    13660/   21553 | consumed samples:      3496960 | consumed tokens:   7161774080 | elapsed time per iteration (s): 0.30 | learning rate: 7.423E-05 | global batch size:   256 | lm loss: 3.376695E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.489 | TFLOPs: 29.98 |
7:  iteration    13670/   21553 | consumed samples:      3499520 | consumed tokens:   7167016960 | elapsed time per iteration (s): 0.30 | learning rate: 7.411E-05 | global batch size:   256 | lm loss: 3.376657E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 850.825 | TFLOPs: 29.79 |
7:  iteration    13680/   21553 | consumed samples:      3502080 | consumed tokens:   7172259840 | elapsed time per iteration (s): 0.30 | learning rate: 7.399E-05 | global batch size:   256 | lm loss: 3.379332E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.751 | TFLOPs: 30.27 |
7:  iteration    13690/   21553 | consumed samples:      3504640 | consumed tokens:   7177502720 | elapsed time per iteration (s): 0.30 | learning rate: 7.387E-05 | global batch size:   256 | lm loss: 3.389528E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 848.721 | TFLOPs: 29.71 |
7:  iteration    13700/   21553 | consumed samples:      3507200 | consumed tokens:   7182745600 | elapsed time per iteration (s): 0.30 | learning rate: 7.375E-05 | global batch size:   256 | lm loss: 3.394851E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 852.528 | TFLOPs: 29.84 |
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7:  iteration    13910/   21553 | consumed samples:      3560960 | consumed tokens:   7292846080 | elapsed time per iteration (s): 0.30 | learning rate: 7.122E-05 | global batch size:   256 | lm loss: 3.389283E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 842.627 | TFLOPs: 29.50 |
7:  iteration    13920/   21553 | consumed samples:      3563520 | consumed tokens:   7298088960 | elapsed time per iteration (s): 0.30 | learning rate: 7.110E-05 | global batch size:   256 | lm loss: 3.387235E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 841.520 | TFLOPs: 29.46 |
7:  iteration    13930/   21553 | consumed samples:      3566080 | consumed tokens:   7303331840 | elapsed time per iteration (s): 0.30 | learning rate: 7.098E-05 | global batch size:   256 | lm loss: 3.379376E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 859.639 | TFLOPs: 30.09 |
7:  iteration    13940/   21553 | consumed samples:      3568640 | consumed tokens:   7308574720 | elapsed time per iteration (s): 0.30 | learning rate: 7.086E-05 | global batch size:   256 | lm loss: 3.383031E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 859.290 | TFLOPs: 30.08 |
7:  iteration    13950/   21553 | consumed samples:      3571200 | consumed tokens:   7313817600 | elapsed time per iteration (s): 0.30 | learning rate: 7.074E-05 | global batch size:   256 | lm loss: 3.382561E+00 | grad norm: 0.391 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.578 | TFLOPs: 30.34 |
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7:  iteration    13970/   21553 | consumed samples:      3576320 | consumed tokens:   7324303360 | elapsed time per iteration (s): 0.30 | learning rate: 7.050E-05 | global batch size:   256 | lm loss: 3.365485E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 845.106 | TFLOPs: 29.58 |
7:  iteration    13980/   21553 | consumed samples:      3578880 | consumed tokens:   7329546240 | elapsed time per iteration (s): 0.30 | learning rate: 7.038E-05 | global batch size:   256 | lm loss: 3.388259E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 846.708 | TFLOPs: 29.64 |
7:  iteration    13990/   21553 | consumed samples:      3581440 | consumed tokens:   7334789120 | elapsed time per iteration (s): 0.30 | learning rate: 7.027E-05 | global batch size:   256 | lm loss: 3.383076E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.571 | TFLOPs: 29.92 |
0: [2023-03-15 23:08:12,846] [INFO] [logging.py:68:log_dist] [Rank 0] step=14000, skipped=0, lr=[7.014654688611906e-05, 7.014654688611906e-05, 7.014654688611906e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    14000/   21553 | consumed samples:      3584000 | consumed tokens:   7340032000 | elapsed time per iteration (s): 0.30 | learning rate: 7.015E-05 | global batch size:   256 | lm loss: 3.390324E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.411 | TFLOPs: 29.98 |
0: steps: 14000 loss: 3.3882 iter time (s): 0.300 samples/sec: 852.071
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 14000 | lm loss value: 3.427161E+00 | lm loss PPL: 3.078909E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   14000 to checkpoints_146m14b400m
0: [2023-03-15 23:08:12,969] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step14000 is begin to save!
0: [2023-03-15 23:08:12,972] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step14000/layer_01-model_00-model_states.pt...
0: [2023-03-15 23:08:13,062] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step14000/layer_01-model_00-model_states.pt.
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0: [2023-03-15 23:08:13,078] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step14000/layer_04-model_00-model_states.pt...
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0: [2023-03-15 23:08:13,288] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step14000/mp_rank_00_model_states.pt
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4: [2023-03-15 23:08:13,339] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
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7: [2023-03-15 23:08:13,345] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
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0: [2023-03-15 23:08:13,345] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt
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6: [2023-03-15 23:08:13,354] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:08:13,355] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-15 23:08:13,355] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now!
0: [2023-03-15 23:08:13,355] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt.
2: [2023-03-15 23:08:13,355] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt.
0: [2023-03-15 23:08:13,355] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt
2: [2023-03-15 23:08:13,355] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
0: [2023-03-15 23:08:13,355] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now!
0: [2023-03-15 23:08:13,355] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt.
2: [2023-03-15 23:08:13,355] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now!
0: [2023-03-15 23:08:13,355] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt.
0: [2023-03-15 23:08:13,355] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt
0: [2023-03-15 23:08:13,355] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now!
5: [2023-03-15 23:08:13,357] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:08:13,357] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-15 23:08:13,357] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now!
5: [2023-03-15 23:08:13,357] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:08:13,357] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-15 23:08:13,357] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now!
3: [2023-03-15 23:08:13,361] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt.
3: [2023-03-15 23:08:13,362] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt
3: [2023-03-15 23:08:13,362] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now!
3: [2023-03-15 23:08:13,362] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt.
3: [2023-03-15 23:08:13,362] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
3: [2023-03-15 23:08:13,362] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now!
0: [2023-03-15 23:08:13,373] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step14000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 23:08:13,373] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now!
0:   successfully saved checkpoint at iteration   14000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 409.62
7:  iteration    14010/   21553 | consumed samples:      3586560 | consumed tokens:   7345274880 | elapsed time per iteration (s): 0.35 | learning rate: 7.003E-05 | global batch size:   256 | lm loss: 3.393720E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 736.993 | TFLOPs: 25.80 |
7:  iteration    14020/   21553 | consumed samples:      3589120 | consumed tokens:   7350517760 | elapsed time per iteration (s): 0.34 | learning rate: 6.991E-05 | global batch size:   256 | lm loss: 3.387687E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 763.462 | TFLOPs: 26.73 |
7:  iteration    14030/   21553 | consumed samples:      3591680 | consumed tokens:   7355760640 | elapsed time per iteration (s): 0.30 | learning rate: 6.979E-05 | global batch size:   256 | lm loss: 3.375645E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 841.417 | TFLOPs: 29.46 |
7:  iteration    14040/   21553 | consumed samples:      3594240 | consumed tokens:   7361003520 | elapsed time per iteration (s): 0.31 | learning rate: 6.967E-05 | global batch size:   256 | lm loss: 3.365556E+00 | grad norm: 0.378 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 837.551 | TFLOPs: 29.32 |
7:  iteration    14050/   21553 | consumed samples:      3596800 | consumed tokens:   7366246400 | elapsed time per iteration (s): 0.30 | learning rate: 6.955E-05 | global batch size:   256 | lm loss: 3.364692E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.430 | TFLOPs: 30.05 |
7:  iteration    14060/   21553 | consumed samples:      3599360 | consumed tokens:   7371489280 | elapsed time per iteration (s): 0.30 | learning rate: 6.944E-05 | global batch size:   256 | lm loss: 3.374149E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 851.403 | TFLOPs: 29.81 |
7:  iteration    14070/   21553 | consumed samples:      3601920 | consumed tokens:   7376732160 | elapsed time per iteration (s): 0.30 | learning rate: 6.932E-05 | global batch size:   256 | lm loss: 3.362790E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.975 | TFLOPs: 30.35 |
7:  iteration    14080/   21553 | consumed samples:      3604480 | consumed tokens:   7381975040 | elapsed time per iteration (s): 0.30 | learning rate: 6.920E-05 | global batch size:   256 | lm loss: 3.382407E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.054 | TFLOPs: 29.93 |
7:  iteration    14090/   21553 | consumed samples:      3607040 | consumed tokens:   7387217920 | elapsed time per iteration (s): 0.30 | learning rate: 6.908E-05 | global batch size:   256 | lm loss: 3.384533E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.882 | TFLOPs: 30.35 |
7:  iteration    14100/   21553 | consumed samples:      3609600 | consumed tokens:   7392460800 | elapsed time per iteration (s): 0.30 | learning rate: 6.896E-05 | global batch size:   256 | lm loss: 3.366885E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.682 | TFLOPs: 30.31 |
7:  iteration    14110/   21553 | consumed samples:      3612160 | consumed tokens:   7397703680 | elapsed time per iteration (s): 0.30 | learning rate: 6.884E-05 | global batch size:   256 | lm loss: 3.389319E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 861.677 | TFLOPs: 30.16 |
7:  iteration    14120/   21553 | consumed samples:      3614720 | consumed tokens:   7402946560 | elapsed time per iteration (s): 0.30 | learning rate: 6.873E-05 | global batch size:   256 | lm loss: 3.376289E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 850.542 | TFLOPs: 29.78 |
7:  iteration    14130/   21553 | consumed samples:      3617280 | consumed tokens:   7408189440 | elapsed time per iteration (s): 0.30 | learning rate: 6.861E-05 | global batch size:   256 | lm loss: 3.364947E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 851.825 | TFLOPs: 29.82 |
7:  iteration    14140/   21553 | consumed samples:      3619840 | consumed tokens:   7413432320 | elapsed time per iteration (s): 0.30 | learning rate: 6.849E-05 | global batch size:   256 | lm loss: 3.381670E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.559 | TFLOPs: 30.34 |
7:  iteration    14150/   21553 | consumed samples:      3622400 | consumed tokens:   7418675200 | elapsed time per iteration (s): 0.30 | learning rate: 6.837E-05 | global batch size:   256 | lm loss: 3.385104E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 845.459 | TFLOPs: 29.60 |
7:  iteration    14160/   21553 | consumed samples:      3624960 | consumed tokens:   7423918080 | elapsed time per iteration (s): 0.30 | learning rate: 6.826E-05 | global batch size:   256 | lm loss: 3.360737E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 859.310 | TFLOPs: 30.08 |
7:  iteration    14170/   21553 | consumed samples:      3627520 | consumed tokens:   7429160960 | elapsed time per iteration (s): 0.30 | learning rate: 6.814E-05 | global batch size:   256 | lm loss: 3.375017E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.270 | TFLOPs: 29.94 |
7:  iteration    14180/   21553 | consumed samples:      3630080 | consumed tokens:   7434403840 | elapsed time per iteration (s): 0.31 | learning rate: 6.802E-05 | global batch size:   256 | lm loss: 3.368657E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 833.677 | TFLOPs: 29.18 |
7:  iteration    14190/   21553 | consumed samples:      3632640 | consumed tokens:   7439646720 | elapsed time per iteration (s): 0.30 | learning rate: 6.791E-05 | global batch size:   256 | lm loss: 3.379544E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.394 | TFLOPs: 30.33 |
7:  iteration    14200/   21553 | consumed samples:      3635200 | consumed tokens:   7444889600 | elapsed time per iteration (s): 0.30 | learning rate: 6.779E-05 | global batch size:   256 | lm loss: 3.371667E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 851.945 | TFLOPs: 29.82 |
7:  iteration    14210/   21553 | consumed samples:      3637760 | consumed tokens:   7450132480 | elapsed time per iteration (s): 0.30 | learning rate: 6.767E-05 | global batch size:   256 | lm loss: 3.388332E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.717 | TFLOPs: 29.96 |
7:  iteration    14220/   21553 | consumed samples:      3640320 | consumed tokens:   7455375360 | elapsed time per iteration (s): 0.30 | learning rate: 6.755E-05 | global batch size:   256 | lm loss: 3.385911E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.822 | TFLOPs: 29.92 |
7:  iteration    14230/   21553 | consumed samples:      3642880 | consumed tokens:   7460618240 | elapsed time per iteration (s): 0.30 | learning rate: 6.744E-05 | global batch size:   256 | lm loss: 3.388579E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.576 | TFLOPs: 29.99 |
7:  iteration    14240/   21553 | consumed samples:      3645440 | consumed tokens:   7465861120 | elapsed time per iteration (s): 0.31 | learning rate: 6.732E-05 | global batch size:   256 | lm loss: 3.377544E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 826.224 | TFLOPs: 28.92 |
7:  iteration    14250/   21553 | consumed samples:      3648000 | consumed tokens:   7471104000 | elapsed time per iteration (s): 0.30 | learning rate: 6.720E-05 | global batch size:   256 | lm loss: 3.375320E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.846 | TFLOPs: 30.31 |
7:  iteration    14260/   21553 | consumed samples:      3650560 | consumed tokens:   7476346880 | elapsed time per iteration (s): 0.30 | learning rate: 6.709E-05 | global batch size:   256 | lm loss: 3.380988E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.039 | TFLOPs: 30.32 |
7:  iteration    14270/   21553 | consumed samples:      3653120 | consumed tokens:   7481589760 | elapsed time per iteration (s): 0.30 | learning rate: 6.697E-05 | global batch size:   256 | lm loss: 3.379769E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.027 | TFLOPs: 30.32 |
7:  iteration    14280/   21553 | consumed samples:      3655680 | consumed tokens:   7486832640 | elapsed time per iteration (s): 0.30 | learning rate: 6.685E-05 | global batch size:   256 | lm loss: 3.374327E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.513 | TFLOPs: 30.33 |
7:  iteration    14290/   21553 | consumed samples:      3658240 | consumed tokens:   7492075520 | elapsed time per iteration (s): 0.31 | learning rate: 6.674E-05 | global batch size:   256 | lm loss: 3.372319E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 838.073 | TFLOPs: 29.34 |
7:  iteration    14300/   21553 | consumed samples:      3660800 | consumed tokens:   7497318400 | elapsed time per iteration (s): 0.30 | learning rate: 6.662E-05 | global batch size:   256 | lm loss: 3.374967E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.749 | TFLOPs: 30.31 |
7:  iteration    14310/   21553 | consumed samples:      3663360 | consumed tokens:   7502561280 | elapsed time per iteration (s): 0.30 | learning rate: 6.651E-05 | global batch size:   256 | lm loss: 3.369616E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.880 | TFLOPs: 30.31 |
7:  iteration    14320/   21553 | consumed samples:      3665920 | consumed tokens:   7507804160 | elapsed time per iteration (s): 0.30 | learning rate: 6.639E-05 | global batch size:   256 | lm loss: 3.377026E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 859.181 | TFLOPs: 30.08 |
7:  iteration    14330/   21553 | consumed samples:      3668480 | consumed tokens:   7513047040 | elapsed time per iteration (s): 0.30 | learning rate: 6.627E-05 | global batch size:   256 | lm loss: 3.382723E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.131 | TFLOPs: 30.04 |
7:  iteration    14340/   21553 | consumed samples:      3671040 | consumed tokens:   7518289920 | elapsed time per iteration (s): 0.30 | learning rate: 6.616E-05 | global batch size:   256 | lm loss: 3.382986E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 860.434 | TFLOPs: 30.12 |
7:  iteration    14350/   21553 | consumed samples:      3673600 | consumed tokens:   7523532800 | elapsed time per iteration (s): 0.30 | learning rate: 6.604E-05 | global batch size:   256 | lm loss: 3.383060E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.465 | TFLOPs: 30.30 |
7:  iteration    14360/   21553 | consumed samples:      3676160 | consumed tokens:   7528775680 | elapsed time per iteration (s): 0.30 | learning rate: 6.593E-05 | global batch size:   256 | lm loss: 3.374178E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.995 | TFLOPs: 30.32 |
7:  iteration    14370/   21553 | consumed samples:      3678720 | consumed tokens:   7534018560 | elapsed time per iteration (s): 0.30 | learning rate: 6.581E-05 | global batch size:   256 | lm loss: 3.397572E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 851.758 | TFLOPs: 29.82 |
7:  iteration    14380/   21553 | consumed samples:      3681280 | consumed tokens:   7539261440 | elapsed time per iteration (s): 0.30 | learning rate: 6.570E-05 | global batch size:   256 | lm loss: 3.366191E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.167 | TFLOPs: 30.29 |
7:  iteration    14390/   21553 | consumed samples:      3683840 | consumed tokens:   7544504320 | elapsed time per iteration (s): 0.30 | learning rate: 6.558E-05 | global batch size:   256 | lm loss: 3.367384E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.415 | TFLOPs: 30.26 |
7:  iteration    14400/   21553 | consumed samples:      3686400 | consumed tokens:   7549747200 | elapsed time per iteration (s): 0.30 | learning rate: 6.547E-05 | global batch size:   256 | lm loss: 3.377607E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.980 | TFLOPs: 30.25 |
7:  iteration    14410/   21553 | consumed samples:      3688960 | consumed tokens:   7554990080 | elapsed time per iteration (s): 0.30 | learning rate: 6.535E-05 | global batch size:   256 | lm loss: 3.358059E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.746 | TFLOPs: 30.24 |
7:  iteration    14420/   21553 | consumed samples:      3691520 | consumed tokens:   7560232960 | elapsed time per iteration (s): 0.30 | learning rate: 6.524E-05 | global batch size:   256 | lm loss: 3.380602E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 842.421 | TFLOPs: 29.49 |
7:  iteration    14430/   21553 | consumed samples:      3694080 | consumed tokens:   7565475840 | elapsed time per iteration (s): 0.30 | learning rate: 6.512E-05 | global batch size:   256 | lm loss: 3.383377E+00 | grad norm: 0.381 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.028 | TFLOPs: 30.04 |
7:  iteration    14440/   21553 | consumed samples:      3696640 | consumed tokens:   7570718720 | elapsed time per iteration (s): 0.30 | learning rate: 6.501E-05 | global batch size:   256 | lm loss: 3.375492E+00 | grad norm: 0.369 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.539 | TFLOPs: 30.30 |
7:  iteration    14450/   21553 | consumed samples:      3699200 | consumed tokens:   7575961600 | elapsed time per iteration (s): 0.30 | learning rate: 6.489E-05 | global batch size:   256 | lm loss: 3.378298E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.762 | TFLOPs: 30.31 |
7:  iteration    14460/   21553 | consumed samples:      3701760 | consumed tokens:   7581204480 | elapsed time per iteration (s): 0.30 | learning rate: 6.478E-05 | global batch size:   256 | lm loss: 3.364596E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.168 | TFLOPs: 30.32 |
7:  iteration    14470/   21553 | consumed samples:      3704320 | consumed tokens:   7586447360 | elapsed time per iteration (s): 0.30 | learning rate: 6.466E-05 | global batch size:   256 | lm loss: 3.365810E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.281 | TFLOPs: 30.33 |
7:  iteration    14480/   21553 | consumed samples:      3706880 | consumed tokens:   7591690240 | elapsed time per iteration (s): 0.30 | learning rate: 6.455E-05 | global batch size:   256 | lm loss: 3.378851E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.944 | TFLOPs: 29.93 |
7:  iteration    14490/   21553 | consumed samples:      3709440 | consumed tokens:   7596933120 | elapsed time per iteration (s): 0.30 | learning rate: 6.443E-05 | global batch size:   256 | lm loss: 3.386516E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.243 | TFLOPs: 30.36 |
7:  iteration    14500/   21553 | consumed samples:      3712000 | consumed tokens:   7602176000 | elapsed time per iteration (s): 0.30 | learning rate: 6.432E-05 | global batch size:   256 | lm loss: 3.380828E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.854 | TFLOPs: 30.31 |
7:  iteration    14510/   21553 | consumed samples:      3714560 | consumed tokens:   7607418880 | elapsed time per iteration (s): 0.30 | learning rate: 6.421E-05 | global batch size:   256 | lm loss: 3.377597E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.727 | TFLOPs: 30.31 |
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7:  iteration    14530/   21553 | consumed samples:      3719680 | consumed tokens:   7617904640 | elapsed time per iteration (s): 0.30 | learning rate: 6.398E-05 | global batch size:   256 | lm loss: 3.375678E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.549 | TFLOPs: 30.34 |
7:  iteration    14540/   21553 | consumed samples:      3722240 | consumed tokens:   7623147520 | elapsed time per iteration (s): 0.30 | learning rate: 6.386E-05 | global batch size:   256 | lm loss: 3.377205E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.170 | TFLOPs: 30.32 |
7:  iteration    14550/   21553 | consumed samples:      3724800 | consumed tokens:   7628390400 | elapsed time per iteration (s): 0.30 | learning rate: 6.375E-05 | global batch size:   256 | lm loss: 3.378503E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.823 | TFLOPs: 30.35 |
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7:  iteration    14610/   21553 | consumed samples:      3740160 | consumed tokens:   7659847680 | elapsed time per iteration (s): 0.30 | learning rate: 6.307E-05 | global batch size:   256 | lm loss: 3.370781E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.060 | TFLOPs: 30.35 |
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7:  iteration    14630/   21553 | consumed samples:      3745280 | consumed tokens:   7670333440 | elapsed time per iteration (s): 0.30 | learning rate: 6.284E-05 | global batch size:   256 | lm loss: 3.367075E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.707 | TFLOPs: 30.34 |
7:  iteration    14640/   21553 | consumed samples:      3747840 | consumed tokens:   7675576320 | elapsed time per iteration (s): 0.30 | learning rate: 6.273E-05 | global batch size:   256 | lm loss: 3.373001E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.618 | TFLOPs: 30.37 |
7:  iteration    14650/   21553 | consumed samples:      3750400 | consumed tokens:   7680819200 | elapsed time per iteration (s): 0.29 | learning rate: 6.262E-05 | global batch size:   256 | lm loss: 3.366533E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.971 | TFLOPs: 30.39 |
7:  iteration    14660/   21553 | consumed samples:      3752960 | consumed tokens:   7686062080 | elapsed time per iteration (s): 0.29 | learning rate: 6.251E-05 | global batch size:   256 | lm loss: 3.386632E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.843 | TFLOPs: 30.38 |
7:  iteration    14670/   21553 | consumed samples:      3755520 | consumed tokens:   7691304960 | elapsed time per iteration (s): 0.30 | learning rate: 6.239E-05 | global batch size:   256 | lm loss: 3.375357E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.383 | TFLOPs: 30.26 |
7:  iteration    14680/   21553 | consumed samples:      3758080 | consumed tokens:   7696547840 | elapsed time per iteration (s): 0.30 | learning rate: 6.228E-05 | global batch size:   256 | lm loss: 3.366619E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.940 | TFLOPs: 29.89 |
7:  iteration    14690/   21553 | consumed samples:      3760640 | consumed tokens:   7701790720 | elapsed time per iteration (s): 0.30 | learning rate: 6.217E-05 | global batch size:   256 | lm loss: 3.366373E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.224 | TFLOPs: 30.01 |
7:  iteration    14700/   21553 | consumed samples:      3763200 | consumed tokens:   7707033600 | elapsed time per iteration (s): 0.30 | learning rate: 6.206E-05 | global batch size:   256 | lm loss: 3.373291E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.489 | TFLOPs: 30.33 |
7:  iteration    14710/   21553 | consumed samples:      3765760 | consumed tokens:   7712276480 | elapsed time per iteration (s): 0.30 | learning rate: 6.194E-05 | global batch size:   256 | lm loss: 3.376510E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 852.735 | TFLOPs: 29.85 |
7:  iteration    14720/   21553 | consumed samples:      3768320 | consumed tokens:   7717519360 | elapsed time per iteration (s): 0.30 | learning rate: 6.183E-05 | global batch size:   256 | lm loss: 3.371884E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.472 | TFLOPs: 30.37 |
7:  iteration    14730/   21553 | consumed samples:      3770880 | consumed tokens:   7722762240 | elapsed time per iteration (s): 0.30 | learning rate: 6.172E-05 | global batch size:   256 | lm loss: 3.377769E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.685 | TFLOPs: 30.38 |
7:  iteration    14740/   21553 | consumed samples:      3773440 | consumed tokens:   7728005120 | elapsed time per iteration (s): 0.30 | learning rate: 6.161E-05 | global batch size:   256 | lm loss: 3.370626E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.637 | TFLOPs: 30.37 |
7:  iteration    14750/   21553 | consumed samples:      3776000 | consumed tokens:   7733248000 | elapsed time per iteration (s): 0.30 | learning rate: 6.150E-05 | global batch size:   256 | lm loss: 3.365496E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.522 | TFLOPs: 30.37 |
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7:  iteration    14770/   21553 | consumed samples:      3781120 | consumed tokens:   7743733760 | elapsed time per iteration (s): 0.30 | learning rate: 6.127E-05 | global batch size:   256 | lm loss: 3.358382E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.676 | TFLOPs: 30.34 |
7:  iteration    14780/   21553 | consumed samples:      3783680 | consumed tokens:   7748976640 | elapsed time per iteration (s): 0.30 | learning rate: 6.116E-05 | global batch size:   256 | lm loss: 3.370458E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.106 | TFLOPs: 30.32 |
7:  iteration    14790/   21553 | consumed samples:      3786240 | consumed tokens:   7754219520 | elapsed time per iteration (s): 0.30 | learning rate: 6.105E-05 | global batch size:   256 | lm loss: 3.374467E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.447 | TFLOPs: 30.33 |
7:  iteration    14800/   21553 | consumed samples:      3788800 | consumed tokens:   7759462400 | elapsed time per iteration (s): 0.30 | learning rate: 6.094E-05 | global batch size:   256 | lm loss: 3.371679E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.637 | TFLOPs: 30.34 |
7:  iteration    14810/   21553 | consumed samples:      3791360 | consumed tokens:   7764705280 | elapsed time per iteration (s): 0.30 | learning rate: 6.083E-05 | global batch size:   256 | lm loss: 3.368358E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.718 | TFLOPs: 30.34 |
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7:  iteration    14840/   21553 | consumed samples:      3799040 | consumed tokens:   7780433920 | elapsed time per iteration (s): 0.30 | learning rate: 6.050E-05 | global batch size:   256 | lm loss: 3.366336E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.424 | TFLOPs: 30.26 |
7:  iteration    14850/   21553 | consumed samples:      3801600 | consumed tokens:   7785676800 | elapsed time per iteration (s): 0.30 | learning rate: 6.039E-05 | global batch size:   256 | lm loss: 3.386552E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.547 | TFLOPs: 30.34 |
7:  iteration    14860/   21553 | consumed samples:      3804160 | consumed tokens:   7790919680 | elapsed time per iteration (s): 0.30 | learning rate: 6.028E-05 | global batch size:   256 | lm loss: 3.367178E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.529 | TFLOPs: 30.33 |
7:  iteration    14870/   21553 | consumed samples:      3806720 | consumed tokens:   7796162560 | elapsed time per iteration (s): 0.30 | learning rate: 6.016E-05 | global batch size:   256 | lm loss: 3.369831E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.920 | TFLOPs: 30.35 |
7:  iteration    14880/   21553 | consumed samples:      3809280 | consumed tokens:   7801405440 | elapsed time per iteration (s): 0.30 | learning rate: 6.005E-05 | global batch size:   256 | lm loss: 3.375419E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.272 | TFLOPs: 29.94 |
7:  iteration    14890/   21553 | consumed samples:      3811840 | consumed tokens:   7806648320 | elapsed time per iteration (s): 0.30 | learning rate: 5.994E-05 | global batch size:   256 | lm loss: 3.380836E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.612 | TFLOPs: 30.34 |
7:  iteration    14900/   21553 | consumed samples:      3814400 | consumed tokens:   7811891200 | elapsed time per iteration (s): 0.30 | learning rate: 5.983E-05 | global batch size:   256 | lm loss: 3.363201E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.101 | TFLOPs: 30.32 |
7:  iteration    14910/   21553 | consumed samples:      3816960 | consumed tokens:   7817134080 | elapsed time per iteration (s): 0.30 | learning rate: 5.972E-05 | global batch size:   256 | lm loss: 3.378259E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.993 | TFLOPs: 30.28 |
7:  iteration    14920/   21553 | consumed samples:      3819520 | consumed tokens:   7822376960 | elapsed time per iteration (s): 0.30 | learning rate: 5.961E-05 | global batch size:   256 | lm loss: 3.364075E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.397 | TFLOPs: 30.30 |
7:  iteration    14930/   21553 | consumed samples:      3822080 | consumed tokens:   7827619840 | elapsed time per iteration (s): 0.30 | learning rate: 5.950E-05 | global batch size:   256 | lm loss: 3.366119E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.338 | TFLOPs: 30.33 |
7:  iteration    14940/   21553 | consumed samples:      3824640 | consumed tokens:   7832862720 | elapsed time per iteration (s): 0.30 | learning rate: 5.940E-05 | global batch size:   256 | lm loss: 3.369669E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.872 | TFLOPs: 30.31 |
7:  iteration    14950/   21553 | consumed samples:      3827200 | consumed tokens:   7838105600 | elapsed time per iteration (s): 0.30 | learning rate: 5.929E-05 | global batch size:   256 | lm loss: 3.376519E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.319 | TFLOPs: 30.33 |
7:  iteration    14960/   21553 | consumed samples:      3829760 | consumed tokens:   7843348480 | elapsed time per iteration (s): 0.30 | learning rate: 5.918E-05 | global batch size:   256 | lm loss: 3.383337E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.065 | TFLOPs: 30.32 |
7:  iteration    14970/   21553 | consumed samples:      3832320 | consumed tokens:   7848591360 | elapsed time per iteration (s): 0.30 | learning rate: 5.907E-05 | global batch size:   256 | lm loss: 3.379908E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 862.276 | TFLOPs: 30.19 |
7:  iteration    14980/   21553 | consumed samples:      3834880 | consumed tokens:   7853834240 | elapsed time per iteration (s): 0.30 | learning rate: 5.896E-05 | global batch size:   256 | lm loss: 3.375105E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.820 | TFLOPs: 30.31 |
7:  iteration    14990/   21553 | consumed samples:      3837440 | consumed tokens:   7859077120 | elapsed time per iteration (s): 0.30 | learning rate: 5.885E-05 | global batch size:   256 | lm loss: 3.369907E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.923 | TFLOPs: 30.28 |
7:  iteration    15000/   21553 | consumed samples:      3840000 | consumed tokens:   7864320000 | elapsed time per iteration (s): 0.30 | learning rate: 5.874E-05 | global batch size:   256 | lm loss: 3.360945E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.013 | TFLOPs: 30.32 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 15000 | lm loss value: 3.436943E+00 | lm loss PPL: 3.109177E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   15000 to checkpoints_146m14b400m
0: [2023-03-15 23:13:10,943] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step15000 is begin to save!
0: [2023-03-15 23:13:10,947] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step15000/layer_01-model_00-model_states.pt...
0: [2023-03-15 23:13:11,034] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/layer_01-model_00-model_states.pt.
0: [2023-03-15 23:13:11,034] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step15000/layer_03-model_00-model_states.pt...
0: [2023-03-15 23:13:11,050] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/layer_03-model_00-model_states.pt.
0: [2023-03-15 23:13:11,050] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step15000/layer_04-model_00-model_states.pt...
0: [2023-03-15 23:13:11,064] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/layer_04-model_00-model_states.pt.
0: [2023-03-15 23:13:11,065] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step15000/layer_05-model_00-model_states.pt...
0: [2023-03-15 23:13:11,079] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/layer_05-model_00-model_states.pt.
0: [2023-03-15 23:13:11,080] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step15000/layer_06-model_00-model_states.pt...
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0: [2023-03-15 23:13:11,109] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step15000/layer_08-model_00-model_states.pt...
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0: [2023-03-15 23:13:11,124] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step15000/layer_09-model_00-model_states.pt...
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0: [2023-03-15 23:13:11,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step15000/layer_10-model_00-model_states.pt...
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0: [2023-03-15 23:13:11,153] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step15000/layer_11-model_00-model_states.pt...
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0: [2023-03-15 23:13:11,168] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step15000/layer_12-model_00-model_states.pt...
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0: [2023-03-15 23:13:11,183] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step15000/layer_13-model_00-model_states.pt...
0: [2023-03-15 23:13:11,198] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/layer_13-model_00-model_states.pt.
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0: [2023-03-15 23:13:11,259] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step15000/mp_rank_00_model_states.pt
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2: [2023-03-15 23:13:11,280] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt...
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1: [2023-03-15 23:13:11,280] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt...
1: [2023-03-15 23:13:11,280] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt...
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1: [2023-03-15 23:13:11,280] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt...
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2: [2023-03-15 23:13:11,311] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt.
2: [2023-03-15 23:13:11,311] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt
2: [2023-03-15 23:13:11,311] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
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7: [2023-03-15 23:13:11,313] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt
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7: [2023-03-15 23:13:11,314] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt
7: [2023-03-15 23:13:11,314] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
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0: [2023-03-15 23:13:11,316] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt
0: [2023-03-15 23:13:11,316] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
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2: [2023-03-15 23:13:11,316] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt
2: [2023-03-15 23:13:11,316] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
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0: [2023-03-15 23:13:11,317] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt
0: [2023-03-15 23:13:11,317] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
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7: [2023-03-15 23:13:11,317] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:13:11,317] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
7: [2023-03-15 23:13:11,317] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
7: [2023-03-15 23:13:11,317] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
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2: [2023-03-15 23:13:11,318] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
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1: [2023-03-15 23:13:11,336] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
1: [2023-03-15 23:13:11,336] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
1: [2023-03-15 23:13:11,336] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
1: [2023-03-15 23:13:11,336] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
1: [2023-03-15 23:13:11,336] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
1: [2023-03-15 23:13:11,336] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
1: [2023-03-15 23:13:11,336] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
1: [2023-03-15 23:13:11,336] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
1: [2023-03-15 23:13:11,336] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
0: [2023-03-15 23:13:11,343] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 23:13:11,343] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
6: [2023-03-15 23:13:11,345] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:13:11,345] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:13:11,345] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:13:11,345] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:13:11,345] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:13:11,345] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:13:11,345] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:13:11,345] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
6: [2023-03-15 23:13:11,345] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
6: [2023-03-15 23:13:11,345] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-15 23:13:11,345] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:13:11,345] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
6: [2023-03-15 23:13:11,345] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
6: [2023-03-15 23:13:11,345] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
6: [2023-03-15 23:13:11,345] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt
6: [2023-03-15 23:13:11,345] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
6: [2023-03-15 23:13:11,345] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-15 23:13:11,345] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-15 23:13:11,345] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-15 23:13:11,345] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
6: [2023-03-15 23:13:11,345] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
6: [2023-03-15 23:13:11,345] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
6: [2023-03-15 23:13:11,345] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
6: [2023-03-15 23:13:11,345] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
5: [2023-03-15 23:13:11,347] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:13:11,347] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:13:11,347] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:13:11,347] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:13:11,347] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:13:11,347] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:13:11,347] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-15 23:13:11,347] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:13:11,347] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:13:11,347] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
5: [2023-03-15 23:13:11,347] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
5: [2023-03-15 23:13:11,347] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt
5: [2023-03-15 23:13:11,347] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
5: [2023-03-15 23:13:11,347] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
5: [2023-03-15 23:13:11,347] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-15 23:13:11,347] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-15 23:13:11,347] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
5: [2023-03-15 23:13:11,347] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
5: [2023-03-15 23:13:11,347] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step15000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
5: [2023-03-15 23:13:11,347] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
5: [2023-03-15 23:13:11,347] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
5: [2023-03-15 23:13:11,347] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
5: [2023-03-15 23:13:11,347] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
5: [2023-03-15 23:13:11,347] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
0:   successfully saved checkpoint at iteration   15000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 409.79
7:  iteration    15010/   21553 | consumed samples:      3842560 | consumed tokens:   7869562880 | elapsed time per iteration (s): 0.35 | learning rate: 5.863E-05 | global batch size:   256 | lm loss: 3.369006E+00 | grad norm: 0.364 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 741.366 | TFLOPs: 25.95 |
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7:  iteration    15030/   21553 | consumed samples:      3847680 | consumed tokens:   7880048640 | elapsed time per iteration (s): 0.30 | learning rate: 5.841E-05 | global batch size:   256 | lm loss: 3.369542E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.436 | TFLOPs: 30.37 |
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7:  iteration    15050/   21553 | consumed samples:      3852800 | consumed tokens:   7890534400 | elapsed time per iteration (s): 0.29 | learning rate: 5.820E-05 | global batch size:   256 | lm loss: 3.367343E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.946 | TFLOPs: 30.38 |
7:  iteration    15060/   21553 | consumed samples:      3855360 | consumed tokens:   7895777280 | elapsed time per iteration (s): 0.30 | learning rate: 5.809E-05 | global batch size:   256 | lm loss: 3.356649E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.462 | TFLOPs: 30.37 |
7:  iteration    15070/   21553 | consumed samples:      3857920 | consumed tokens:   7901020160 | elapsed time per iteration (s): 0.30 | learning rate: 5.798E-05 | global batch size:   256 | lm loss: 3.371492E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.570 | TFLOPs: 30.37 |
7:  iteration    15080/   21553 | consumed samples:      3860480 | consumed tokens:   7906263040 | elapsed time per iteration (s): 0.29 | learning rate: 5.787E-05 | global batch size:   256 | lm loss: 3.359950E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.823 | TFLOPs: 30.38 |
7:  iteration    15090/   21553 | consumed samples:      3863040 | consumed tokens:   7911505920 | elapsed time per iteration (s): 0.30 | learning rate: 5.776E-05 | global batch size:   256 | lm loss: 3.363076E+00 | grad norm: 0.385 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.401 | TFLOPs: 30.37 |
7:  iteration    15100/   21553 | consumed samples:      3865600 | consumed tokens:   7916748800 | elapsed time per iteration (s): 0.30 | learning rate: 5.766E-05 | global batch size:   256 | lm loss: 3.371555E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.732 | TFLOPs: 30.38 |
7:  iteration    15110/   21553 | consumed samples:      3868160 | consumed tokens:   7921991680 | elapsed time per iteration (s): 0.30 | learning rate: 5.755E-05 | global batch size:   256 | lm loss: 3.374960E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.560 | TFLOPs: 30.37 |
7:  iteration    15120/   21553 | consumed samples:      3870720 | consumed tokens:   7927234560 | elapsed time per iteration (s): 0.29 | learning rate: 5.744E-05 | global batch size:   256 | lm loss: 3.364029E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.844 | TFLOPs: 30.38 |
7:  iteration    15130/   21553 | consumed samples:      3873280 | consumed tokens:   7932477440 | elapsed time per iteration (s): 0.29 | learning rate: 5.733E-05 | global batch size:   256 | lm loss: 3.368973E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.808 | TFLOPs: 30.38 |
7:  iteration    15140/   21553 | consumed samples:      3875840 | consumed tokens:   7937720320 | elapsed time per iteration (s): 0.30 | learning rate: 5.723E-05 | global batch size:   256 | lm loss: 3.369070E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.764 | TFLOPs: 29.96 |
7:  iteration    15150/   21553 | consumed samples:      3878400 | consumed tokens:   7942963200 | elapsed time per iteration (s): 0.30 | learning rate: 5.712E-05 | global batch size:   256 | lm loss: 3.375508E+00 | grad norm: 0.362 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 852.234 | TFLOPs: 29.83 |
7:  iteration    15160/   21553 | consumed samples:      3880960 | consumed tokens:   7948206080 | elapsed time per iteration (s): 0.29 | learning rate: 5.701E-05 | global batch size:   256 | lm loss: 3.371946E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 868.055 | TFLOPs: 30.39 |
7:  iteration    15170/   21553 | consumed samples:      3883520 | consumed tokens:   7953448960 | elapsed time per iteration (s): 0.30 | learning rate: 5.690E-05 | global batch size:   256 | lm loss: 3.374290E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.998 | TFLOPs: 30.35 |
7:  iteration    15180/   21553 | consumed samples:      3886080 | consumed tokens:   7958691840 | elapsed time per iteration (s): 0.30 | learning rate: 5.680E-05 | global batch size:   256 | lm loss: 3.363183E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.552 | TFLOPs: 30.34 |
7:  iteration    15190/   21553 | consumed samples:      3888640 | consumed tokens:   7963934720 | elapsed time per iteration (s): 0.30 | learning rate: 5.669E-05 | global batch size:   256 | lm loss: 3.372897E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.573 | TFLOPs: 30.37 |
7:  iteration    15200/   21553 | consumed samples:      3891200 | consumed tokens:   7969177600 | elapsed time per iteration (s): 0.30 | learning rate: 5.658E-05 | global batch size:   256 | lm loss: 3.376118E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.487 | TFLOPs: 30.37 |
7:  iteration    15210/   21553 | consumed samples:      3893760 | consumed tokens:   7974420480 | elapsed time per iteration (s): 0.30 | learning rate: 5.648E-05 | global batch size:   256 | lm loss: 3.367708E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.727 | TFLOPs: 30.38 |
7:  iteration    15220/   21553 | consumed samples:      3896320 | consumed tokens:   7979663360 | elapsed time per iteration (s): 0.30 | learning rate: 5.637E-05 | global batch size:   256 | lm loss: 3.364992E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.599 | TFLOPs: 30.37 |
7:  iteration    15230/   21553 | consumed samples:      3898880 | consumed tokens:   7984906240 | elapsed time per iteration (s): 0.30 | learning rate: 5.626E-05 | global batch size:   256 | lm loss: 3.346363E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.557 | TFLOPs: 30.37 |
7:  iteration    15240/   21553 | consumed samples:      3901440 | consumed tokens:   7990149120 | elapsed time per iteration (s): 0.30 | learning rate: 5.616E-05 | global batch size:   256 | lm loss: 3.358678E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.255 | TFLOPs: 30.36 |
7:  iteration    15250/   21553 | consumed samples:      3904000 | consumed tokens:   7995392000 | elapsed time per iteration (s): 0.30 | learning rate: 5.605E-05 | global batch size:   256 | lm loss: 3.353516E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.629 | TFLOPs: 30.37 |
7:  iteration    15260/   21553 | consumed samples:      3906560 | consumed tokens:   8000634880 | elapsed time per iteration (s): 0.30 | learning rate: 5.595E-05 | global batch size:   256 | lm loss: 3.355553E+00 | grad norm: 0.364 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.508 | TFLOPs: 30.33 |
7:  iteration    15270/   21553 | consumed samples:      3909120 | consumed tokens:   8005877760 | elapsed time per iteration (s): 0.30 | learning rate: 5.584E-05 | global batch size:   256 | lm loss: 3.369164E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.179 | TFLOPs: 30.29 |
7:  iteration    15280/   21553 | consumed samples:      3911680 | consumed tokens:   8011120640 | elapsed time per iteration (s): 0.30 | learning rate: 5.573E-05 | global batch size:   256 | lm loss: 3.377020E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.655 | TFLOPs: 30.37 |
7:  iteration    15290/   21553 | consumed samples:      3914240 | consumed tokens:   8016363520 | elapsed time per iteration (s): 0.30 | learning rate: 5.563E-05 | global batch size:   256 | lm loss: 3.377008E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.292 | TFLOPs: 30.36 |
7:  iteration    15300/   21553 | consumed samples:      3916800 | consumed tokens:   8021606400 | elapsed time per iteration (s): 0.30 | learning rate: 5.552E-05 | global batch size:   256 | lm loss: 3.369405E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 860.871 | TFLOPs: 30.14 |
7:  iteration    15310/   21553 | consumed samples:      3919360 | consumed tokens:   8026849280 | elapsed time per iteration (s): 0.30 | learning rate: 5.542E-05 | global batch size:   256 | lm loss: 3.364400E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.576 | TFLOPs: 30.02 |
7:  iteration    15320/   21553 | consumed samples:      3921920 | consumed tokens:   8032092160 | elapsed time per iteration (s): 0.30 | learning rate: 5.531E-05 | global batch size:   256 | lm loss: 3.371222E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.244 | TFLOPs: 30.36 |
7:  iteration    15330/   21553 | consumed samples:      3924480 | consumed tokens:   8037335040 | elapsed time per iteration (s): 0.30 | learning rate: 5.521E-05 | global batch size:   256 | lm loss: 3.367664E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.146 | TFLOPs: 30.32 |
7:  iteration    15340/   21553 | consumed samples:      3927040 | consumed tokens:   8042577920 | elapsed time per iteration (s): 0.30 | learning rate: 5.510E-05 | global batch size:   256 | lm loss: 3.360579E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.399 | TFLOPs: 30.33 |
7:  iteration    15350/   21553 | consumed samples:      3929600 | consumed tokens:   8047820800 | elapsed time per iteration (s): 0.30 | learning rate: 5.500E-05 | global batch size:   256 | lm loss: 3.359661E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.653 | TFLOPs: 30.30 |
7:  iteration    15360/   21553 | consumed samples:      3932160 | consumed tokens:   8053063680 | elapsed time per iteration (s): 0.30 | learning rate: 5.489E-05 | global batch size:   256 | lm loss: 3.364969E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.279 | TFLOPs: 30.26 |
7:  iteration    15370/   21553 | consumed samples:      3934720 | consumed tokens:   8058306560 | elapsed time per iteration (s): 0.30 | learning rate: 5.479E-05 | global batch size:   256 | lm loss: 3.361692E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.062 | TFLOPs: 30.25 |
7:  iteration    15380/   21553 | consumed samples:      3937280 | consumed tokens:   8063549440 | elapsed time per iteration (s): 0.30 | learning rate: 5.468E-05 | global batch size:   256 | lm loss: 3.371746E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.689 | TFLOPs: 30.34 |
7:  iteration    15390/   21553 | consumed samples:      3939840 | consumed tokens:   8068792320 | elapsed time per iteration (s): 0.30 | learning rate: 5.458E-05 | global batch size:   256 | lm loss: 3.355229E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.621 | TFLOPs: 30.34 |
7:  iteration    15400/   21553 | consumed samples:      3942400 | consumed tokens:   8074035200 | elapsed time per iteration (s): 0.30 | learning rate: 5.447E-05 | global batch size:   256 | lm loss: 3.375824E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.369 | TFLOPs: 30.29 |
7:  iteration    15410/   21553 | consumed samples:      3944960 | consumed tokens:   8079278080 | elapsed time per iteration (s): 0.30 | learning rate: 5.437E-05 | global batch size:   256 | lm loss: 3.364905E+00 | grad norm: 0.373 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.418 | TFLOPs: 30.33 |
7:  iteration    15420/   21553 | consumed samples:      3947520 | consumed tokens:   8084520960 | elapsed time per iteration (s): 0.30 | learning rate: 5.427E-05 | global batch size:   256 | lm loss: 3.371545E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.636 | TFLOPs: 30.34 |
7:  iteration    15430/   21553 | consumed samples:      3950080 | consumed tokens:   8089763840 | elapsed time per iteration (s): 0.30 | learning rate: 5.416E-05 | global batch size:   256 | lm loss: 3.359122E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.672 | TFLOPs: 30.34 |
7:  iteration    15440/   21553 | consumed samples:      3952640 | consumed tokens:   8095006720 | elapsed time per iteration (s): 0.30 | learning rate: 5.406E-05 | global batch size:   256 | lm loss: 3.365379E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.094 | TFLOPs: 30.00 |
7:  iteration    15450/   21553 | consumed samples:      3955200 | consumed tokens:   8100249600 | elapsed time per iteration (s): 0.30 | learning rate: 5.395E-05 | global batch size:   256 | lm loss: 3.360104E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.337 | TFLOPs: 30.33 |
7:  iteration    15460/   21553 | consumed samples:      3957760 | consumed tokens:   8105492480 | elapsed time per iteration (s): 0.30 | learning rate: 5.385E-05 | global batch size:   256 | lm loss: 3.368617E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.045 | TFLOPs: 30.28 |
7:  iteration    15470/   21553 | consumed samples:      3960320 | consumed tokens:   8110735360 | elapsed time per iteration (s): 0.30 | learning rate: 5.375E-05 | global batch size:   256 | lm loss: 3.380413E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.013 | TFLOPs: 30.35 |
7:  iteration    15480/   21553 | consumed samples:      3962880 | consumed tokens:   8115978240 | elapsed time per iteration (s): 0.30 | learning rate: 5.364E-05 | global batch size:   256 | lm loss: 3.353476E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 860.499 | TFLOPs: 30.12 |
7:  iteration    15490/   21553 | consumed samples:      3965440 | consumed tokens:   8121221120 | elapsed time per iteration (s): 0.30 | learning rate: 5.354E-05 | global batch size:   256 | lm loss: 3.354768E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.329 | TFLOPs: 30.36 |
7:  iteration    15500/   21553 | consumed samples:      3968000 | consumed tokens:   8126464000 | elapsed time per iteration (s): 0.30 | learning rate: 5.344E-05 | global batch size:   256 | lm loss: 3.356353E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.364 | TFLOPs: 30.05 |
7:  iteration    15510/   21553 | consumed samples:      3970560 | consumed tokens:   8131706880 | elapsed time per iteration (s): 0.30 | learning rate: 5.333E-05 | global batch size:   256 | lm loss: 3.365229E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.172 | TFLOPs: 30.36 |
7:  iteration    15520/   21553 | consumed samples:      3973120 | consumed tokens:   8136949760 | elapsed time per iteration (s): 0.30 | learning rate: 5.323E-05 | global batch size:   256 | lm loss: 3.363181E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.800 | TFLOPs: 29.99 |
7:  iteration    15530/   21553 | consumed samples:      3975680 | consumed tokens:   8142192640 | elapsed time per iteration (s): 0.30 | learning rate: 5.313E-05 | global batch size:   256 | lm loss: 3.357228E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.045 | TFLOPs: 30.35 |
7:  iteration    15540/   21553 | consumed samples:      3978240 | consumed tokens:   8147435520 | elapsed time per iteration (s): 0.30 | learning rate: 5.303E-05 | global batch size:   256 | lm loss: 3.361012E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.689 | TFLOPs: 30.34 |
7:  iteration    15550/   21553 | consumed samples:      3980800 | consumed tokens:   8152678400 | elapsed time per iteration (s): 0.30 | learning rate: 5.292E-05 | global batch size:   256 | lm loss: 3.359418E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.747 | TFLOPs: 30.31 |
7:  iteration    15560/   21553 | consumed samples:      3983360 | consumed tokens:   8157921280 | elapsed time per iteration (s): 0.30 | learning rate: 5.282E-05 | global batch size:   256 | lm loss: 3.353932E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.200 | TFLOPs: 30.32 |
7:  iteration    15570/   21553 | consumed samples:      3985920 | consumed tokens:   8163164160 | elapsed time per iteration (s): 0.30 | learning rate: 5.272E-05 | global batch size:   256 | lm loss: 3.365211E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.982 | TFLOPs: 30.32 |
7:  iteration    15580/   21553 | consumed samples:      3988480 | consumed tokens:   8168407040 | elapsed time per iteration (s): 0.30 | learning rate: 5.262E-05 | global batch size:   256 | lm loss: 3.366956E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.072 | TFLOPs: 30.32 |
7:  iteration    15590/   21553 | consumed samples:      3991040 | consumed tokens:   8173649920 | elapsed time per iteration (s): 0.30 | learning rate: 5.251E-05 | global batch size:   256 | lm loss: 3.365834E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.050 | TFLOPs: 30.32 |
7:  iteration    15600/   21553 | consumed samples:      3993600 | consumed tokens:   8178892800 | elapsed time per iteration (s): 0.30 | learning rate: 5.241E-05 | global batch size:   256 | lm loss: 3.375461E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.809 | TFLOPs: 30.27 |
7:  iteration    15610/   21553 | consumed samples:      3996160 | consumed tokens:   8184135680 | elapsed time per iteration (s): 0.30 | learning rate: 5.231E-05 | global batch size:   256 | lm loss: 3.361572E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.954 | TFLOPs: 30.24 |
7:  iteration    15620/   21553 | consumed samples:      3998720 | consumed tokens:   8189378560 | elapsed time per iteration (s): 0.30 | learning rate: 5.221E-05 | global batch size:   256 | lm loss: 3.371701E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.238 | TFLOPs: 30.25 |
7:  iteration    15630/   21553 | consumed samples:      4001280 | consumed tokens:   8194621440 | elapsed time per iteration (s): 0.30 | learning rate: 5.211E-05 | global batch size:   256 | lm loss: 3.373731E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.889 | TFLOPs: 30.31 |
7:  iteration    15640/   21553 | consumed samples:      4003840 | consumed tokens:   8199864320 | elapsed time per iteration (s): 0.30 | learning rate: 5.201E-05 | global batch size:   256 | lm loss: 3.352536E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.535 | TFLOPs: 30.30 |
7:  iteration    15650/   21553 | consumed samples:      4006400 | consumed tokens:   8205107200 | elapsed time per iteration (s): 0.30 | learning rate: 5.191E-05 | global batch size:   256 | lm loss: 3.356328E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.297 | TFLOPs: 30.29 |
7:  iteration    15660/   21553 | consumed samples:      4008960 | consumed tokens:   8210350080 | elapsed time per iteration (s): 0.30 | learning rate: 5.180E-05 | global batch size:   256 | lm loss: 3.356765E+00 | grad norm: 0.377 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.382 | TFLOPs: 30.29 |
7:  iteration    15670/   21553 | consumed samples:      4011520 | consumed tokens:   8215592960 | elapsed time per iteration (s): 0.30 | learning rate: 5.170E-05 | global batch size:   256 | lm loss: 3.354030E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.002 | TFLOPs: 30.32 |
7:  iteration    15680/   21553 | consumed samples:      4014080 | consumed tokens:   8220835840 | elapsed time per iteration (s): 0.30 | learning rate: 5.160E-05 | global batch size:   256 | lm loss: 3.367982E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.462 | TFLOPs: 30.30 |
7:  iteration    15690/   21553 | consumed samples:      4016640 | consumed tokens:   8226078720 | elapsed time per iteration (s): 0.30 | learning rate: 5.150E-05 | global batch size:   256 | lm loss: 3.357058E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.078 | TFLOPs: 30.35 |
7:  iteration    15700/   21553 | consumed samples:      4019200 | consumed tokens:   8231321600 | elapsed time per iteration (s): 0.30 | learning rate: 5.140E-05 | global batch size:   256 | lm loss: 3.359104E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.244 | TFLOPs: 30.29 |
7:  iteration    15710/   21553 | consumed samples:      4021760 | consumed tokens:   8236564480 | elapsed time per iteration (s): 0.30 | learning rate: 5.130E-05 | global batch size:   256 | lm loss: 3.358017E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 862.954 | TFLOPs: 30.21 |
7:  iteration    15720/   21553 | consumed samples:      4024320 | consumed tokens:   8241807360 | elapsed time per iteration (s): 0.30 | learning rate: 5.120E-05 | global batch size:   256 | lm loss: 3.343706E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.024 | TFLOPs: 30.21 |
7:  iteration    15730/   21553 | consumed samples:      4026880 | consumed tokens:   8247050240 | elapsed time per iteration (s): 0.30 | learning rate: 5.110E-05 | global batch size:   256 | lm loss: 3.356821E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.611 | TFLOPs: 30.27 |
7:  iteration    15740/   21553 | consumed samples:      4029440 | consumed tokens:   8252293120 | elapsed time per iteration (s): 0.30 | learning rate: 5.100E-05 | global batch size:   256 | lm loss: 3.370306E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.339 | TFLOPs: 30.22 |
7:  iteration    15750/   21553 | consumed samples:      4032000 | consumed tokens:   8257536000 | elapsed time per iteration (s): 0.30 | learning rate: 5.090E-05 | global batch size:   256 | lm loss: 3.374566E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.798 | TFLOPs: 30.27 |
7:  iteration    15760/   21553 | consumed samples:      4034560 | consumed tokens:   8262778880 | elapsed time per iteration (s): 0.30 | learning rate: 5.080E-05 | global batch size:   256 | lm loss: 3.356364E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.527 | TFLOPs: 30.26 |
7:  iteration    15770/   21553 | consumed samples:      4037120 | consumed tokens:   8268021760 | elapsed time per iteration (s): 0.30 | learning rate: 5.070E-05 | global batch size:   256 | lm loss: 3.340342E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.256 | TFLOPs: 30.29 |
7:  iteration    15780/   21553 | consumed samples:      4039680 | consumed tokens:   8273264640 | elapsed time per iteration (s): 0.30 | learning rate: 5.060E-05 | global batch size:   256 | lm loss: 3.349681E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.928 | TFLOPs: 30.24 |
7:  iteration    15790/   21553 | consumed samples:      4042240 | consumed tokens:   8278507520 | elapsed time per iteration (s): 0.30 | learning rate: 5.050E-05 | global batch size:   256 | lm loss: 3.366420E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.211 | TFLOPs: 30.25 |
7:  iteration    15800/   21553 | consumed samples:      4044800 | consumed tokens:   8283750400 | elapsed time per iteration (s): 0.30 | learning rate: 5.040E-05 | global batch size:   256 | lm loss: 3.362448E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.163 | TFLOPs: 30.22 |
7:  iteration    15810/   21553 | consumed samples:      4047360 | consumed tokens:   8288993280 | elapsed time per iteration (s): 0.30 | learning rate: 5.030E-05 | global batch size:   256 | lm loss: 3.354758E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.698 | TFLOPs: 30.24 |
7:  iteration    15820/   21553 | consumed samples:      4049920 | consumed tokens:   8294236160 | elapsed time per iteration (s): 0.30 | learning rate: 5.020E-05 | global batch size:   256 | lm loss: 3.362103E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.826 | TFLOPs: 30.28 |
7:  iteration    15830/   21553 | consumed samples:      4052480 | consumed tokens:   8299479040 | elapsed time per iteration (s): 0.30 | learning rate: 5.010E-05 | global batch size:   256 | lm loss: 3.372519E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.167 | TFLOPs: 30.25 |
7:  iteration    15840/   21553 | consumed samples:      4055040 | consumed tokens:   8304721920 | elapsed time per iteration (s): 0.30 | learning rate: 5.001E-05 | global batch size:   256 | lm loss: 3.363426E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.836 | TFLOPs: 30.24 |
7:  iteration    15850/   21553 | consumed samples:      4057600 | consumed tokens:   8309964800 | elapsed time per iteration (s): 0.30 | learning rate: 4.991E-05 | global batch size:   256 | lm loss: 3.374905E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.046 | TFLOPs: 30.25 |
7:  iteration    15860/   21553 | consumed samples:      4060160 | consumed tokens:   8315207680 | elapsed time per iteration (s): 0.30 | learning rate: 4.981E-05 | global batch size:   256 | lm loss: 3.372498E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.873 | TFLOPs: 30.24 |
7:  iteration    15870/   21553 | consumed samples:      4062720 | consumed tokens:   8320450560 | elapsed time per iteration (s): 0.30 | learning rate: 4.971E-05 | global batch size:   256 | lm loss: 3.346275E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.633 | TFLOPs: 30.34 |
7:  iteration    15880/   21553 | consumed samples:      4065280 | consumed tokens:   8325693440 | elapsed time per iteration (s): 0.30 | learning rate: 4.961E-05 | global batch size:   256 | lm loss: 3.347974E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 861.125 | TFLOPs: 30.15 |
7:  iteration    15890/   21553 | consumed samples:      4067840 | consumed tokens:   8330936320 | elapsed time per iteration (s): 0.30 | learning rate: 4.951E-05 | global batch size:   256 | lm loss: 3.367259E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.256 | TFLOPs: 30.33 |
7:  iteration    15900/   21553 | consumed samples:      4070400 | consumed tokens:   8336179200 | elapsed time per iteration (s): 0.30 | learning rate: 4.942E-05 | global batch size:   256 | lm loss: 3.365109E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.681 | TFLOPs: 30.34 |
7:  iteration    15910/   21553 | consumed samples:      4072960 | consumed tokens:   8341422080 | elapsed time per iteration (s): 0.30 | learning rate: 4.932E-05 | global batch size:   256 | lm loss: 3.354921E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.871 | TFLOPs: 30.31 |
7:  iteration    15920/   21553 | consumed samples:      4075520 | consumed tokens:   8346664960 | elapsed time per iteration (s): 0.30 | learning rate: 4.922E-05 | global batch size:   256 | lm loss: 3.375503E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.850 | TFLOPs: 30.31 |
7:  iteration    15930/   21553 | consumed samples:      4078080 | consumed tokens:   8351907840 | elapsed time per iteration (s): 0.30 | learning rate: 4.912E-05 | global batch size:   256 | lm loss: 3.372337E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.782 | TFLOPs: 30.27 |
7:  iteration    15940/   21553 | consumed samples:      4080640 | consumed tokens:   8357150720 | elapsed time per iteration (s): 0.30 | learning rate: 4.902E-05 | global batch size:   256 | lm loss: 3.341367E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.623 | TFLOPs: 30.27 |
7:  iteration    15950/   21553 | consumed samples:      4083200 | consumed tokens:   8362393600 | elapsed time per iteration (s): 0.30 | learning rate: 4.893E-05 | global batch size:   256 | lm loss: 3.358891E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 860.020 | TFLOPs: 30.11 |
7:  iteration    15960/   21553 | consumed samples:      4085760 | consumed tokens:   8367636480 | elapsed time per iteration (s): 0.30 | learning rate: 4.883E-05 | global batch size:   256 | lm loss: 3.363634E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.308 | TFLOPs: 30.29 |
7:  iteration    15970/   21553 | consumed samples:      4088320 | consumed tokens:   8372879360 | elapsed time per iteration (s): 0.30 | learning rate: 4.873E-05 | global batch size:   256 | lm loss: 3.356655E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.590 | TFLOPs: 30.30 |
7:  iteration    15980/   21553 | consumed samples:      4090880 | consumed tokens:   8378122240 | elapsed time per iteration (s): 0.30 | learning rate: 4.864E-05 | global batch size:   256 | lm loss: 3.362496E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.176 | TFLOPs: 30.29 |
7:  iteration    15990/   21553 | consumed samples:      4093440 | consumed tokens:   8383365120 | elapsed time per iteration (s): 0.30 | learning rate: 4.854E-05 | global batch size:   256 | lm loss: 3.359361E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.598 | TFLOPs: 30.30 |
0: [2023-03-15 23:18:07,228] [INFO] [logging.py:68:log_dist] [Rank 0] step=16000, skipped=0, lr=[4.8441849544340955e-05, 4.8441849544340955e-05, 4.8441849544340955e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    16000/   21553 | consumed samples:      4096000 | consumed tokens:   8388608000 | elapsed time per iteration (s): 0.30 | learning rate: 4.844E-05 | global batch size:   256 | lm loss: 3.365672E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.123 | TFLOPs: 30.29 |
0: steps: 16000 loss: 3.3290 iter time (s): 0.295 samples/sec: 867.011
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 16000 | lm loss value: 3.451085E+00 | lm loss PPL: 3.153459E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   16000 to checkpoints_146m14b400m
0: [2023-03-15 23:18:07,352] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step16000 is begin to save!
0: [2023-03-15 23:18:07,355] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step16000/layer_01-model_00-model_states.pt...
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0: [2023-03-15 23:18:07,672] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step16000/mp_rank_00_model_states.pt
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0: [2023-03-15 23:18:07,690] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
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1: [2023-03-15 23:18:07,690] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt...
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1: [2023-03-15 23:18:07,733] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
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6: [2023-03-15 23:18:07,733] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:18:07,733] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-15 23:18:07,733] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
7: [2023-03-15 23:18:07,733] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:18:07,733] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:18:07,733] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
7: [2023-03-15 23:18:07,733] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
3: [2023-03-15 23:18:07,733] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:18:07,733] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
7: [2023-03-15 23:18:07,733] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
7: [2023-03-15 23:18:07,733] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt.
3: [2023-03-15 23:18:07,733] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
7: [2023-03-15 23:18:07,733] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
3: [2023-03-15 23:18:07,734] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
7: [2023-03-15 23:18:07,734] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
1: [2023-03-15 23:18:07,734] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt.
1: [2023-03-15 23:18:07,734] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt.
1: [2023-03-15 23:18:07,734] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
1: [2023-03-15 23:18:07,734] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
1: [2023-03-15 23:18:07,734] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
1: [2023-03-15 23:18:07,734] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
3: [2023-03-15 23:18:07,734] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt.
3: [2023-03-15 23:18:07,734] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt
3: [2023-03-15 23:18:07,734] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
5: [2023-03-15 23:18:07,735] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:18:07,735] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-15 23:18:07,735] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
2: [2023-03-15 23:18:07,735] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt.
2: [2023-03-15 23:18:07,735] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt
2: [2023-03-15 23:18:07,735] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
2: [2023-03-15 23:18:07,736] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt.
2: [2023-03-15 23:18:07,736] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt
2: [2023-03-15 23:18:07,736] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
2: [2023-03-15 23:18:07,736] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt.
2: [2023-03-15 23:18:07,736] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt.
2: [2023-03-15 23:18:07,736] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
5: [2023-03-15 23:18:07,736] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
2: [2023-03-15 23:18:07,736] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
5: [2023-03-15 23:18:07,736] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
2: [2023-03-15 23:18:07,736] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt
5: [2023-03-15 23:18:07,736] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
2: [2023-03-15 23:18:07,736] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
3: [2023-03-15 23:18:07,736] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt.
3: [2023-03-15 23:18:07,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt
3: [2023-03-15 23:18:07,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
6: [2023-03-15 23:18:07,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:18:07,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
6: [2023-03-15 23:18:07,737] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
6: [2023-03-15 23:18:07,737] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:18:07,737] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-15 23:18:07,738] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
6: [2023-03-15 23:18:07,738] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:18:07,738] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
6: [2023-03-15 23:18:07,738] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
6: [2023-03-15 23:18:07,738] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:18:07,738] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-15 23:18:07,738] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
4: [2023-03-15 23:18:07,739] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt.
4: [2023-03-15 23:18:07,739] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt
4: [2023-03-15 23:18:07,739] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
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4: [2023-03-15 23:18:07,739] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt.
4: [2023-03-15 23:18:07,739] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
4: [2023-03-15 23:18:07,739] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt
4: [2023-03-15 23:18:07,739] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
4: [2023-03-15 23:18:07,739] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
0: [2023-03-15 23:18:07,739] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt.
0: [2023-03-15 23:18:07,739] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt
0: [2023-03-15 23:18:07,739] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
0: [2023-03-15 23:18:07,739] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt.
0: [2023-03-15 23:18:07,740] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt
0: [2023-03-15 23:18:07,740] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
0: [2023-03-15 23:18:07,740] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt.
0: [2023-03-15 23:18:07,740] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt
0: [2023-03-15 23:18:07,740] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
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0: [2023-03-15 23:18:07,740] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt
0: [2023-03-15 23:18:07,740] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
0: [2023-03-15 23:18:07,741] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt.
0: [2023-03-15 23:18:07,741] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt.
0: [2023-03-15 23:18:07,741] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt.
0: [2023-03-15 23:18:07,741] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt.
0: [2023-03-15 23:18:07,741] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt
0: [2023-03-15 23:18:07,741] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt
0: [2023-03-15 23:18:07,741] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt
0: [2023-03-15 23:18:07,741] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
0: [2023-03-15 23:18:07,741] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
0: [2023-03-15 23:18:07,741] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
0: [2023-03-15 23:18:07,750] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step16000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 23:18:07,750] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
0:   successfully saved checkpoint at iteration   16000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 402.85
7:  iteration    16010/   21553 | consumed samples:      4098560 | consumed tokens:   8393850880 | elapsed time per iteration (s): 0.35 | learning rate: 4.835E-05 | global batch size:   256 | lm loss: 3.350494E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 736.583 | TFLOPs: 25.79 |
7:  iteration    16020/   21553 | consumed samples:      4101120 | consumed tokens:   8399093760 | elapsed time per iteration (s): 0.30 | learning rate: 4.825E-05 | global batch size:   256 | lm loss: 3.360906E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.895 | TFLOPs: 30.35 |
7:  iteration    16030/   21553 | consumed samples:      4103680 | consumed tokens:   8404336640 | elapsed time per iteration (s): 0.30 | learning rate: 4.815E-05 | global batch size:   256 | lm loss: 3.352592E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.853 | TFLOPs: 30.35 |
7:  iteration    16040/   21553 | consumed samples:      4106240 | consumed tokens:   8409579520 | elapsed time per iteration (s): 0.30 | learning rate: 4.806E-05 | global batch size:   256 | lm loss: 3.363927E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.822 | TFLOPs: 30.31 |
7:  iteration    16050/   21553 | consumed samples:      4108800 | consumed tokens:   8414822400 | elapsed time per iteration (s): 0.30 | learning rate: 4.796E-05 | global batch size:   256 | lm loss: 3.362897E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.412 | TFLOPs: 30.33 |
7:  iteration    16060/   21553 | consumed samples:      4111360 | consumed tokens:   8420065280 | elapsed time per iteration (s): 0.30 | learning rate: 4.786E-05 | global batch size:   256 | lm loss: 3.348688E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.542 | TFLOPs: 30.34 |
7:  iteration    16070/   21553 | consumed samples:      4113920 | consumed tokens:   8425308160 | elapsed time per iteration (s): 0.30 | learning rate: 4.777E-05 | global batch size:   256 | lm loss: 3.373360E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.535 | TFLOPs: 30.33 |
7:  iteration    16080/   21553 | consumed samples:      4116480 | consumed tokens:   8430551040 | elapsed time per iteration (s): 0.30 | learning rate: 4.767E-05 | global batch size:   256 | lm loss: 3.367194E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.655 | TFLOPs: 30.34 |
7:  iteration    16090/   21553 | consumed samples:      4119040 | consumed tokens:   8435793920 | elapsed time per iteration (s): 0.30 | learning rate: 4.758E-05 | global batch size:   256 | lm loss: 3.340104E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.405 | TFLOPs: 30.33 |
7:  iteration    16100/   21553 | consumed samples:      4121600 | consumed tokens:   8441036800 | elapsed time per iteration (s): 0.30 | learning rate: 4.748E-05 | global batch size:   256 | lm loss: 3.350292E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.214 | TFLOPs: 30.32 |
7:  iteration    16110/   21553 | consumed samples:      4124160 | consumed tokens:   8446279680 | elapsed time per iteration (s): 0.30 | learning rate: 4.739E-05 | global batch size:   256 | lm loss: 3.365451E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.228 | TFLOPs: 30.32 |
7:  iteration    16120/   21553 | consumed samples:      4126720 | consumed tokens:   8451522560 | elapsed time per iteration (s): 0.30 | learning rate: 4.729E-05 | global batch size:   256 | lm loss: 3.343238E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.519 | TFLOPs: 30.26 |
7:  iteration    16130/   21553 | consumed samples:      4129280 | consumed tokens:   8456765440 | elapsed time per iteration (s): 0.30 | learning rate: 4.720E-05 | global batch size:   256 | lm loss: 3.346190E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.639 | TFLOPs: 30.34 |
7:  iteration    16140/   21553 | consumed samples:      4131840 | consumed tokens:   8462008320 | elapsed time per iteration (s): 0.30 | learning rate: 4.710E-05 | global batch size:   256 | lm loss: 3.349511E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.733 | TFLOPs: 30.34 |
7:  iteration    16150/   21553 | consumed samples:      4134400 | consumed tokens:   8467251200 | elapsed time per iteration (s): 0.30 | learning rate: 4.701E-05 | global batch size:   256 | lm loss: 3.362186E+00 | grad norm: 0.381 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.405 | TFLOPs: 30.33 |
7:  iteration    16160/   21553 | consumed samples:      4136960 | consumed tokens:   8472494080 | elapsed time per iteration (s): 0.30 | learning rate: 4.691E-05 | global batch size:   256 | lm loss: 3.364516E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.870 | TFLOPs: 30.35 |
7:  iteration    16170/   21553 | consumed samples:      4139520 | consumed tokens:   8477736960 | elapsed time per iteration (s): 0.30 | learning rate: 4.682E-05 | global batch size:   256 | lm loss: 3.366608E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.457 | TFLOPs: 30.33 |
7:  iteration    16180/   21553 | consumed samples:      4142080 | consumed tokens:   8482979840 | elapsed time per iteration (s): 0.30 | learning rate: 4.672E-05 | global batch size:   256 | lm loss: 3.372266E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.584 | TFLOPs: 30.34 |
7:  iteration    16190/   21553 | consumed samples:      4144640 | consumed tokens:   8488222720 | elapsed time per iteration (s): 0.30 | learning rate: 4.663E-05 | global batch size:   256 | lm loss: 3.351137E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 861.312 | TFLOPs: 30.15 |
7:  iteration    16200/   21553 | consumed samples:      4147200 | consumed tokens:   8493465600 | elapsed time per iteration (s): 0.30 | learning rate: 4.654E-05 | global batch size:   256 | lm loss: 3.347861E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.373 | TFLOPs: 30.33 |
7:  iteration    16210/   21553 | consumed samples:      4149760 | consumed tokens:   8498708480 | elapsed time per iteration (s): 0.30 | learning rate: 4.644E-05 | global batch size:   256 | lm loss: 3.342226E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.816 | TFLOPs: 30.31 |
7:  iteration    16220/   21553 | consumed samples:      4152320 | consumed tokens:   8503951360 | elapsed time per iteration (s): 0.30 | learning rate: 4.635E-05 | global batch size:   256 | lm loss: 3.353947E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 853.933 | TFLOPs: 29.89 |
7:  iteration    16230/   21553 | consumed samples:      4154880 | consumed tokens:   8509194240 | elapsed time per iteration (s): 0.30 | learning rate: 4.625E-05 | global batch size:   256 | lm loss: 3.348989E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.448 | TFLOPs: 30.30 |
7:  iteration    16240/   21553 | consumed samples:      4157440 | consumed tokens:   8514437120 | elapsed time per iteration (s): 0.30 | learning rate: 4.616E-05 | global batch size:   256 | lm loss: 3.350047E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.321 | TFLOPs: 30.29 |
7:  iteration    16250/   21553 | consumed samples:      4160000 | consumed tokens:   8519680000 | elapsed time per iteration (s): 0.30 | learning rate: 4.607E-05 | global batch size:   256 | lm loss: 3.354798E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.214 | TFLOPs: 30.29 |
7:  iteration    16260/   21553 | consumed samples:      4162560 | consumed tokens:   8524922880 | elapsed time per iteration (s): 0.30 | learning rate: 4.597E-05 | global batch size:   256 | lm loss: 3.347199E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.557 | TFLOPs: 30.30 |
7:  iteration    16270/   21553 | consumed samples:      4165120 | consumed tokens:   8530165760 | elapsed time per iteration (s): 0.30 | learning rate: 4.588E-05 | global batch size:   256 | lm loss: 3.357318E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.802 | TFLOPs: 30.31 |
7:  iteration    16280/   21553 | consumed samples:      4167680 | consumed tokens:   8535408640 | elapsed time per iteration (s): 0.30 | learning rate: 4.579E-05 | global batch size:   256 | lm loss: 3.343904E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.001 | TFLOPs: 30.28 |
7:  iteration    16290/   21553 | consumed samples:      4170240 | consumed tokens:   8540651520 | elapsed time per iteration (s): 0.30 | learning rate: 4.570E-05 | global batch size:   256 | lm loss: 3.350668E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.657 | TFLOPs: 30.30 |
7:  iteration    16300/   21553 | consumed samples:      4172800 | consumed tokens:   8545894400 | elapsed time per iteration (s): 0.30 | learning rate: 4.560E-05 | global batch size:   256 | lm loss: 3.359605E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.130 | TFLOPs: 30.32 |
7:  iteration    16310/   21553 | consumed samples:      4175360 | consumed tokens:   8551137280 | elapsed time per iteration (s): 0.30 | learning rate: 4.551E-05 | global batch size:   256 | lm loss: 3.338227E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.875 | TFLOPs: 30.31 |
7:  iteration    16320/   21553 | consumed samples:      4177920 | consumed tokens:   8556380160 | elapsed time per iteration (s): 0.30 | learning rate: 4.542E-05 | global batch size:   256 | lm loss: 3.345573E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.943 | TFLOPs: 30.31 |
7:  iteration    16330/   21553 | consumed samples:      4180480 | consumed tokens:   8561623040 | elapsed time per iteration (s): 0.30 | learning rate: 4.533E-05 | global batch size:   256 | lm loss: 3.358618E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.624 | TFLOPs: 30.30 |
7:  iteration    16340/   21553 | consumed samples:      4183040 | consumed tokens:   8566865920 | elapsed time per iteration (s): 0.30 | learning rate: 4.523E-05 | global batch size:   256 | lm loss: 3.351618E+00 | grad norm: 0.367 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.622 | TFLOPs: 30.30 |
7:  iteration    16350/   21553 | consumed samples:      4185600 | consumed tokens:   8572108800 | elapsed time per iteration (s): 0.30 | learning rate: 4.514E-05 | global batch size:   256 | lm loss: 3.342111E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.742 | TFLOPs: 30.31 |
7:  iteration    16360/   21553 | consumed samples:      4188160 | consumed tokens:   8577351680 | elapsed time per iteration (s): 0.30 | learning rate: 4.505E-05 | global batch size:   256 | lm loss: 3.355188E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.045 | TFLOPs: 30.28 |
7:  iteration    16370/   21553 | consumed samples:      4190720 | consumed tokens:   8582594560 | elapsed time per iteration (s): 0.30 | learning rate: 4.496E-05 | global batch size:   256 | lm loss: 3.353728E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 859.717 | TFLOPs: 30.10 |
7:  iteration    16380/   21553 | consumed samples:      4193280 | consumed tokens:   8587837440 | elapsed time per iteration (s): 0.30 | learning rate: 4.487E-05 | global batch size:   256 | lm loss: 3.350191E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.519 | TFLOPs: 30.30 |
7:  iteration    16390/   21553 | consumed samples:      4195840 | consumed tokens:   8593080320 | elapsed time per iteration (s): 0.30 | learning rate: 4.478E-05 | global batch size:   256 | lm loss: 3.361837E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.627 | TFLOPs: 30.30 |
7:  iteration    16400/   21553 | consumed samples:      4198400 | consumed tokens:   8598323200 | elapsed time per iteration (s): 0.30 | learning rate: 4.468E-05 | global batch size:   256 | lm loss: 3.361940E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.650 | TFLOPs: 30.30 |
7:  iteration    16410/   21553 | consumed samples:      4200960 | consumed tokens:   8603566080 | elapsed time per iteration (s): 0.30 | learning rate: 4.459E-05 | global batch size:   256 | lm loss: 3.351389E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.775 | TFLOPs: 30.31 |
7:  iteration    16420/   21553 | consumed samples:      4203520 | consumed tokens:   8608808960 | elapsed time per iteration (s): 0.30 | learning rate: 4.450E-05 | global batch size:   256 | lm loss: 3.343261E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.224 | TFLOPs: 30.29 |
7:  iteration    16430/   21553 | consumed samples:      4206080 | consumed tokens:   8614051840 | elapsed time per iteration (s): 0.30 | learning rate: 4.441E-05 | global batch size:   256 | lm loss: 3.353840E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.391 | TFLOPs: 30.29 |
7:  iteration    16440/   21553 | consumed samples:      4208640 | consumed tokens:   8619294720 | elapsed time per iteration (s): 0.30 | learning rate: 4.432E-05 | global batch size:   256 | lm loss: 3.367945E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.712 | TFLOPs: 30.31 |
7:  iteration    16450/   21553 | consumed samples:      4211200 | consumed tokens:   8624537600 | elapsed time per iteration (s): 0.30 | learning rate: 4.423E-05 | global batch size:   256 | lm loss: 3.344427E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.165 | TFLOPs: 30.29 |
7:  iteration    16460/   21553 | consumed samples:      4213760 | consumed tokens:   8629780480 | elapsed time per iteration (s): 0.30 | learning rate: 4.414E-05 | global batch size:   256 | lm loss: 3.368505E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.552 | TFLOPs: 30.30 |
7:  iteration    16470/   21553 | consumed samples:      4216320 | consumed tokens:   8635023360 | elapsed time per iteration (s): 0.30 | learning rate: 4.405E-05 | global batch size:   256 | lm loss: 3.358839E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.276 | TFLOPs: 30.29 |
7:  iteration    16480/   21553 | consumed samples:      4218880 | consumed tokens:   8640266240 | elapsed time per iteration (s): 0.30 | learning rate: 4.396E-05 | global batch size:   256 | lm loss: 3.335609E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.933 | TFLOPs: 30.31 |
7:  iteration    16490/   21553 | consumed samples:      4221440 | consumed tokens:   8645509120 | elapsed time per iteration (s): 0.30 | learning rate: 4.387E-05 | global batch size:   256 | lm loss: 3.352086E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.209 | TFLOPs: 30.32 |
7:  iteration    16500/   21553 | consumed samples:      4224000 | consumed tokens:   8650752000 | elapsed time per iteration (s): 0.30 | learning rate: 4.378E-05 | global batch size:   256 | lm loss: 3.353565E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.166 | TFLOPs: 30.32 |
7:  iteration    16510/   21553 | consumed samples:      4226560 | consumed tokens:   8655994880 | elapsed time per iteration (s): 0.30 | learning rate: 4.369E-05 | global batch size:   256 | lm loss: 3.350425E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.702 | TFLOPs: 30.34 |
7:  iteration    16520/   21553 | consumed samples:      4229120 | consumed tokens:   8661237760 | elapsed time per iteration (s): 0.30 | learning rate: 4.360E-05 | global batch size:   256 | lm loss: 3.342397E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.535 | TFLOPs: 30.33 |
7:  iteration    16530/   21553 | consumed samples:      4231680 | consumed tokens:   8666480640 | elapsed time per iteration (s): 0.30 | learning rate: 4.351E-05 | global batch size:   256 | lm loss: 3.361119E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.175 | TFLOPs: 30.32 |
7:  iteration    16540/   21553 | consumed samples:      4234240 | consumed tokens:   8671723520 | elapsed time per iteration (s): 0.30 | learning rate: 4.342E-05 | global batch size:   256 | lm loss: 3.345261E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.067 | TFLOPs: 30.32 |
7:  iteration    16550/   21553 | consumed samples:      4236800 | consumed tokens:   8676966400 | elapsed time per iteration (s): 0.30 | learning rate: 4.333E-05 | global batch size:   256 | lm loss: 3.360553E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.492 | TFLOPs: 30.33 |
7:  iteration    16560/   21553 | consumed samples:      4239360 | consumed tokens:   8682209280 | elapsed time per iteration (s): 0.30 | learning rate: 4.324E-05 | global batch size:   256 | lm loss: 3.356320E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.006 | TFLOPs: 30.32 |
7:  iteration    16570/   21553 | consumed samples:      4241920 | consumed tokens:   8687452160 | elapsed time per iteration (s): 0.30 | learning rate: 4.315E-05 | global batch size:   256 | lm loss: 3.353539E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.497 | TFLOPs: 30.33 |
7:  iteration    16580/   21553 | consumed samples:      4244480 | consumed tokens:   8692695040 | elapsed time per iteration (s): 0.30 | learning rate: 4.307E-05 | global batch size:   256 | lm loss: 3.353996E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.924 | TFLOPs: 30.31 |
7:  iteration    16590/   21553 | consumed samples:      4247040 | consumed tokens:   8697937920 | elapsed time per iteration (s): 0.30 | learning rate: 4.298E-05 | global batch size:   256 | lm loss: 3.351001E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.353 | TFLOPs: 30.33 |
7:  iteration    16600/   21553 | consumed samples:      4249600 | consumed tokens:   8703180800 | elapsed time per iteration (s): 0.30 | learning rate: 4.289E-05 | global batch size:   256 | lm loss: 3.341969E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.485 | TFLOPs: 30.33 |
7:  iteration    16610/   21553 | consumed samples:      4252160 | consumed tokens:   8708423680 | elapsed time per iteration (s): 0.30 | learning rate: 4.280E-05 | global batch size:   256 | lm loss: 3.338299E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.057 | TFLOPs: 30.35 |
7:  iteration    16620/   21553 | consumed samples:      4254720 | consumed tokens:   8713666560 | elapsed time per iteration (s): 0.30 | learning rate: 4.271E-05 | global batch size:   256 | lm loss: 3.364252E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.548 | TFLOPs: 30.34 |
7:  iteration    16630/   21553 | consumed samples:      4257280 | consumed tokens:   8718909440 | elapsed time per iteration (s): 0.30 | learning rate: 4.263E-05 | global batch size:   256 | lm loss: 3.344838E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.232 | TFLOPs: 30.32 |
7:  iteration    16640/   21553 | consumed samples:      4259840 | consumed tokens:   8724152320 | elapsed time per iteration (s): 0.30 | learning rate: 4.254E-05 | global batch size:   256 | lm loss: 3.347548E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.911 | TFLOPs: 30.35 |
7:  iteration    16650/   21553 | consumed samples:      4262400 | consumed tokens:   8729395200 | elapsed time per iteration (s): 0.30 | learning rate: 4.245E-05 | global batch size:   256 | lm loss: 3.347474E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.625 | TFLOPs: 30.34 |
7:  iteration    16660/   21553 | consumed samples:      4264960 | consumed tokens:   8734638080 | elapsed time per iteration (s): 0.30 | learning rate: 4.236E-05 | global batch size:   256 | lm loss: 3.359256E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.174 | TFLOPs: 30.36 |
7:  iteration    16670/   21553 | consumed samples:      4267520 | consumed tokens:   8739880960 | elapsed time per iteration (s): 0.30 | learning rate: 4.227E-05 | global batch size:   256 | lm loss: 3.359960E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.273 | TFLOPs: 30.36 |
7:  iteration    16680/   21553 | consumed samples:      4270080 | consumed tokens:   8745123840 | elapsed time per iteration (s): 0.30 | learning rate: 4.219E-05 | global batch size:   256 | lm loss: 3.368817E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.729 | TFLOPs: 29.99 |
7:  iteration    16690/   21553 | consumed samples:      4272640 | consumed tokens:   8750366720 | elapsed time per iteration (s): 0.30 | learning rate: 4.210E-05 | global batch size:   256 | lm loss: 3.343144E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.213 | TFLOPs: 29.94 |
7:  iteration    16700/   21553 | consumed samples:      4275200 | consumed tokens:   8755609600 | elapsed time per iteration (s): 0.30 | learning rate: 4.201E-05 | global batch size:   256 | lm loss: 3.359624E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.996 | TFLOPs: 30.32 |
7:  iteration    16710/   21553 | consumed samples:      4277760 | consumed tokens:   8760852480 | elapsed time per iteration (s): 0.30 | learning rate: 4.193E-05 | global batch size:   256 | lm loss: 3.349175E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.631 | TFLOPs: 30.34 |
7:  iteration    16720/   21553 | consumed samples:      4280320 | consumed tokens:   8766095360 | elapsed time per iteration (s): 0.30 | learning rate: 4.184E-05 | global batch size:   256 | lm loss: 3.345368E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.220 | TFLOPs: 30.04 |
7:  iteration    16730/   21553 | consumed samples:      4282880 | consumed tokens:   8771338240 | elapsed time per iteration (s): 0.30 | learning rate: 4.175E-05 | global batch size:   256 | lm loss: 3.351974E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 839.815 | TFLOPs: 29.40 |
7:  iteration    16740/   21553 | consumed samples:      4285440 | consumed tokens:   8776581120 | elapsed time per iteration (s): 0.30 | learning rate: 4.167E-05 | global batch size:   256 | lm loss: 3.354581E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.603 | TFLOPs: 30.34 |
7:  iteration    16750/   21553 | consumed samples:      4288000 | consumed tokens:   8781824000 | elapsed time per iteration (s): 0.30 | learning rate: 4.158E-05 | global batch size:   256 | lm loss: 3.360665E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.890 | TFLOPs: 30.35 |
7:  iteration    16760/   21553 | consumed samples:      4290560 | consumed tokens:   8787066880 | elapsed time per iteration (s): 0.30 | learning rate: 4.150E-05 | global batch size:   256 | lm loss: 3.326932E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.423 | TFLOPs: 30.33 |
7:  iteration    16770/   21553 | consumed samples:      4293120 | consumed tokens:   8792309760 | elapsed time per iteration (s): 0.30 | learning rate: 4.141E-05 | global batch size:   256 | lm loss: 3.351002E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.870 | TFLOPs: 30.35 |
7:  iteration    16780/   21553 | consumed samples:      4295680 | consumed tokens:   8797552640 | elapsed time per iteration (s): 0.30 | learning rate: 4.132E-05 | global batch size:   256 | lm loss: 3.352168E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.938 | TFLOPs: 30.35 |
7:  iteration    16790/   21553 | consumed samples:      4298240 | consumed tokens:   8802795520 | elapsed time per iteration (s): 0.30 | learning rate: 4.124E-05 | global batch size:   256 | lm loss: 3.360363E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.856 | TFLOPs: 30.35 |
7:  iteration    16800/   21553 | consumed samples:      4300800 | consumed tokens:   8808038400 | elapsed time per iteration (s): 0.30 | learning rate: 4.115E-05 | global batch size:   256 | lm loss: 3.348236E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.096 | TFLOPs: 30.35 |
7:  iteration    16810/   21553 | consumed samples:      4303360 | consumed tokens:   8813281280 | elapsed time per iteration (s): 0.30 | learning rate: 4.107E-05 | global batch size:   256 | lm loss: 3.335831E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.665 | TFLOPs: 30.02 |
7:  iteration    16820/   21553 | consumed samples:      4305920 | consumed tokens:   8818524160 | elapsed time per iteration (s): 0.30 | learning rate: 4.098E-05 | global batch size:   256 | lm loss: 3.348903E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.842 | TFLOPs: 30.35 |
7:  iteration    16830/   21553 | consumed samples:      4308480 | consumed tokens:   8823767040 | elapsed time per iteration (s): 0.30 | learning rate: 4.090E-05 | global batch size:   256 | lm loss: 3.345493E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.557 | TFLOPs: 30.34 |
7:  iteration    16840/   21553 | consumed samples:      4311040 | consumed tokens:   8829009920 | elapsed time per iteration (s): 0.30 | learning rate: 4.081E-05 | global batch size:   256 | lm loss: 3.342569E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.408 | TFLOPs: 30.33 |
7:  iteration    16850/   21553 | consumed samples:      4313600 | consumed tokens:   8834252800 | elapsed time per iteration (s): 0.30 | learning rate: 4.073E-05 | global batch size:   256 | lm loss: 3.343345E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.369 | TFLOPs: 30.33 |
7:  iteration    16860/   21553 | consumed samples:      4316160 | consumed tokens:   8839495680 | elapsed time per iteration (s): 0.30 | learning rate: 4.064E-05 | global batch size:   256 | lm loss: 3.344711E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.912 | TFLOPs: 30.35 |
7:  iteration    16870/   21553 | consumed samples:      4318720 | consumed tokens:   8844738560 | elapsed time per iteration (s): 0.30 | learning rate: 4.056E-05 | global batch size:   256 | lm loss: 3.350236E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.751 | TFLOPs: 30.34 |
7:  iteration    16880/   21553 | consumed samples:      4321280 | consumed tokens:   8849981440 | elapsed time per iteration (s): 0.30 | learning rate: 4.047E-05 | global batch size:   256 | lm loss: 3.365850E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.798 | TFLOPs: 30.34 |
7:  iteration    16890/   21553 | consumed samples:      4323840 | consumed tokens:   8855224320 | elapsed time per iteration (s): 0.30 | learning rate: 4.039E-05 | global batch size:   256 | lm loss: 3.340726E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.710 | TFLOPs: 30.34 |
7:  iteration    16900/   21553 | consumed samples:      4326400 | consumed tokens:   8860467200 | elapsed time per iteration (s): 0.30 | learning rate: 4.031E-05 | global batch size:   256 | lm loss: 3.360238E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.954 | TFLOPs: 30.35 |
7:  iteration    16910/   21553 | consumed samples:      4328960 | consumed tokens:   8865710080 | elapsed time per iteration (s): 0.30 | learning rate: 4.022E-05 | global batch size:   256 | lm loss: 3.341916E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.139 | TFLOPs: 30.36 |
7:  iteration    16920/   21553 | consumed samples:      4331520 | consumed tokens:   8870952960 | elapsed time per iteration (s): 0.30 | learning rate: 4.014E-05 | global batch size:   256 | lm loss: 3.346147E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.487 | TFLOPs: 30.33 |
7:  iteration    16930/   21553 | consumed samples:      4334080 | consumed tokens:   8876195840 | elapsed time per iteration (s): 0.30 | learning rate: 4.006E-05 | global batch size:   256 | lm loss: 3.338773E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.864 | TFLOPs: 30.35 |
7:  iteration    16940/   21553 | consumed samples:      4336640 | consumed tokens:   8881438720 | elapsed time per iteration (s): 0.30 | learning rate: 3.997E-05 | global batch size:   256 | lm loss: 3.351682E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.237 | TFLOPs: 30.36 |
7:  iteration    16950/   21553 | consumed samples:      4339200 | consumed tokens:   8886681600 | elapsed time per iteration (s): 0.30 | learning rate: 3.989E-05 | global batch size:   256 | lm loss: 3.359778E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.356 | TFLOPs: 30.33 |
7:  iteration    16960/   21553 | consumed samples:      4341760 | consumed tokens:   8891924480 | elapsed time per iteration (s): 0.30 | learning rate: 3.981E-05 | global batch size:   256 | lm loss: 3.365779E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.279 | TFLOPs: 30.33 |
7:  iteration    16970/   21553 | consumed samples:      4344320 | consumed tokens:   8897167360 | elapsed time per iteration (s): 0.30 | learning rate: 3.972E-05 | global batch size:   256 | lm loss: 3.348367E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.542 | TFLOPs: 30.34 |
7:  iteration    16980/   21553 | consumed samples:      4346880 | consumed tokens:   8902410240 | elapsed time per iteration (s): 0.30 | learning rate: 3.964E-05 | global batch size:   256 | lm loss: 3.332301E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.537 | TFLOPs: 30.34 |
7:  iteration    16990/   21553 | consumed samples:      4349440 | consumed tokens:   8907653120 | elapsed time per iteration (s): 0.30 | learning rate: 3.956E-05 | global batch size:   256 | lm loss: 3.348975E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.743 | TFLOPs: 30.34 |
7:  iteration    17000/   21553 | consumed samples:      4352000 | consumed tokens:   8912896000 | elapsed time per iteration (s): 0.30 | learning rate: 3.948E-05 | global batch size:   256 | lm loss: 3.337503E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.609 | TFLOPs: 30.34 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 17000 | lm loss value: 3.388706E+00 | lm loss PPL: 2.962760E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   17000 to checkpoints_146m14b400m
0: [2023-03-15 23:23:03,677] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step17000 is begin to save!
0: [2023-03-15 23:23:03,681] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/layer_01-model_00-model_states.pt...
0: [2023-03-15 23:23:03,768] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step17000/layer_01-model_00-model_states.pt.
0: [2023-03-15 23:23:03,768] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/layer_03-model_00-model_states.pt...
0: [2023-03-15 23:23:03,785] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step17000/layer_03-model_00-model_states.pt.
0: [2023-03-15 23:23:03,785] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/layer_04-model_00-model_states.pt...
0: [2023-03-15 23:23:03,800] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step17000/layer_04-model_00-model_states.pt.
0: [2023-03-15 23:23:03,800] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/layer_05-model_00-model_states.pt...
0: [2023-03-15 23:23:03,815] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step17000/layer_05-model_00-model_states.pt.
0: [2023-03-15 23:23:03,815] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/layer_06-model_00-model_states.pt...
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0: [2023-03-15 23:23:03,845] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/layer_08-model_00-model_states.pt...
0: [2023-03-15 23:23:03,859] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step17000/layer_08-model_00-model_states.pt.
0: [2023-03-15 23:23:03,859] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/layer_09-model_00-model_states.pt...
0: [2023-03-15 23:23:03,874] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step17000/layer_09-model_00-model_states.pt.
0: [2023-03-15 23:23:03,874] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/layer_10-model_00-model_states.pt...
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0: [2023-03-15 23:23:03,889] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/layer_11-model_00-model_states.pt...
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0: [2023-03-15 23:23:03,903] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/layer_12-model_00-model_states.pt...
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0: [2023-03-15 23:23:03,918] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/layer_13-model_00-model_states.pt...
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0: [2023-03-15 23:23:03,933] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/layer_14-model_00-model_states.pt...
0: [2023-03-15 23:23:03,947] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step17000/layer_14-model_00-model_states.pt.
0: [2023-03-15 23:23:03,947] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/layer_15-model_00-model_states.pt...
0: [2023-03-15 23:23:03,962] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step17000/layer_15-model_00-model_states.pt.
0: [2023-03-15 23:23:03,962] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/layer_16-model_00-model_states.pt...
0: [2023-03-15 23:23:03,977] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step17000/layer_16-model_00-model_states.pt.
0: [2023-03-15 23:23:03,977] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/layer_17-model_00-model_states.pt...
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0: [2023-03-15 23:23:03,992] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/layer_19-model_00-model_states.pt...
0: [2023-03-15 23:23:03,993] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step17000/layer_19-model_00-model_states.pt.
0: [2023-03-15 23:23:03,993] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step17000/mp_rank_00_model_states.pt
0: [2023-03-15 23:23:03,993] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/mp_rank_00_model_states.pt...
0: [2023-03-15 23:23:03,996] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step17000/mp_rank_00_model_states.pt.
0: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
4: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt...
4: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt...
4: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt...
4: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt...
4: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt...
3: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt...
3: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt...
3: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt...
3: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt...
3: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt...
6: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt...
6: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt...
6: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt...
6: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt...
6: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt...
7: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt...
7: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
7: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt...
7: [2023-03-15 23:23:04,013] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
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3: [2023-03-15 23:23:04,063] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt.
3: [2023-03-15 23:23:04,063] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt.
3: [2023-03-15 23:23:04,063] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt.
3: [2023-03-15 23:23:04,063] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt.
3: [2023-03-15 23:23:04,063] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
3: [2023-03-15 23:23:04,063] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
3: [2023-03-15 23:23:04,063] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt
3: [2023-03-15 23:23:04,063] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt
3: [2023-03-15 23:23:04,063] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now!
3: [2023-03-15 23:23:04,063] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now!
3: [2023-03-15 23:23:04,063] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now!
3: [2023-03-15 23:23:04,063] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now!
0: [2023-03-15 23:23:04,077] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step17000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 23:23:04,077] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now!
0:   successfully saved checkpoint at iteration   17000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 406.09
7:  iteration    17010/   21553 | consumed samples:      4354560 | consumed tokens:   8918138880 | elapsed time per iteration (s): 0.35 | learning rate: 3.939E-05 | global batch size:   256 | lm loss: 3.357166E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 741.708 | TFLOPs: 25.97 |
7:  iteration    17020/   21553 | consumed samples:      4357120 | consumed tokens:   8923381760 | elapsed time per iteration (s): 0.30 | learning rate: 3.931E-05 | global batch size:   256 | lm loss: 3.338893E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.999 | TFLOPs: 30.35 |
7:  iteration    17030/   21553 | consumed samples:      4359680 | consumed tokens:   8928624640 | elapsed time per iteration (s): 0.30 | learning rate: 3.923E-05 | global batch size:   256 | lm loss: 3.332560E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.423 | TFLOPs: 30.37 |
7:  iteration    17040/   21553 | consumed samples:      4362240 | consumed tokens:   8933867520 | elapsed time per iteration (s): 0.30 | learning rate: 3.915E-05 | global batch size:   256 | lm loss: 3.347886E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.664 | TFLOPs: 30.37 |
7:  iteration    17050/   21553 | consumed samples:      4364800 | consumed tokens:   8939110400 | elapsed time per iteration (s): 0.30 | learning rate: 3.907E-05 | global batch size:   256 | lm loss: 3.341752E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 860.725 | TFLOPs: 30.13 |
7:  iteration    17060/   21553 | consumed samples:      4367360 | consumed tokens:   8944353280 | elapsed time per iteration (s): 0.30 | learning rate: 3.898E-05 | global batch size:   256 | lm loss: 3.333405E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.228 | TFLOPs: 30.36 |
7:  iteration    17070/   21553 | consumed samples:      4369920 | consumed tokens:   8949596160 | elapsed time per iteration (s): 0.30 | learning rate: 3.890E-05 | global batch size:   256 | lm loss: 3.354634E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.103 | TFLOPs: 30.35 |
7:  iteration    17080/   21553 | consumed samples:      4372480 | consumed tokens:   8954839040 | elapsed time per iteration (s): 0.30 | learning rate: 3.882E-05 | global batch size:   256 | lm loss: 3.361173E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.302 | TFLOPs: 30.36 |
7:  iteration    17090/   21553 | consumed samples:      4375040 | consumed tokens:   8960081920 | elapsed time per iteration (s): 0.30 | learning rate: 3.874E-05 | global batch size:   256 | lm loss: 3.358955E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.128 | TFLOPs: 30.36 |
7:  iteration    17100/   21553 | consumed samples:      4377600 | consumed tokens:   8965324800 | elapsed time per iteration (s): 0.30 | learning rate: 3.866E-05 | global batch size:   256 | lm loss: 3.343639E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.133 | TFLOPs: 30.36 |
7:  iteration    17110/   21553 | consumed samples:      4380160 | consumed tokens:   8970567680 | elapsed time per iteration (s): 0.30 | learning rate: 3.858E-05 | global batch size:   256 | lm loss: 3.344799E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.280 | TFLOPs: 30.33 |
7:  iteration    17120/   21553 | consumed samples:      4382720 | consumed tokens:   8975810560 | elapsed time per iteration (s): 0.30 | learning rate: 3.850E-05 | global batch size:   256 | lm loss: 3.330247E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.614 | TFLOPs: 30.34 |
7:  iteration    17130/   21553 | consumed samples:      4385280 | consumed tokens:   8981053440 | elapsed time per iteration (s): 0.30 | learning rate: 3.842E-05 | global batch size:   256 | lm loss: 3.326903E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.704 | TFLOPs: 29.96 |
7:  iteration    17140/   21553 | consumed samples:      4387840 | consumed tokens:   8986296320 | elapsed time per iteration (s): 0.30 | learning rate: 3.834E-05 | global batch size:   256 | lm loss: 3.340469E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.724 | TFLOPs: 30.34 |
7:  iteration    17150/   21553 | consumed samples:      4390400 | consumed tokens:   8991539200 | elapsed time per iteration (s): 0.30 | learning rate: 3.826E-05 | global batch size:   256 | lm loss: 3.346425E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 859.812 | TFLOPs: 30.10 |
7:  iteration    17160/   21553 | consumed samples:      4392960 | consumed tokens:   8996782080 | elapsed time per iteration (s): 0.30 | learning rate: 3.818E-05 | global batch size:   256 | lm loss: 3.345747E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.636 | TFLOPs: 29.95 |
7:  iteration    17170/   21553 | consumed samples:      4395520 | consumed tokens:   9002024960 | elapsed time per iteration (s): 0.30 | learning rate: 3.810E-05 | global batch size:   256 | lm loss: 3.326846E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 850.173 | TFLOPs: 29.76 |
7:  iteration    17180/   21553 | consumed samples:      4398080 | consumed tokens:   9007267840 | elapsed time per iteration (s): 0.30 | learning rate: 3.802E-05 | global batch size:   256 | lm loss: 3.343433E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.985 | TFLOPs: 30.32 |
7:  iteration    17190/   21553 | consumed samples:      4400640 | consumed tokens:   9012510720 | elapsed time per iteration (s): 0.30 | learning rate: 3.794E-05 | global batch size:   256 | lm loss: 3.360772E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.791 | TFLOPs: 30.31 |
7:  iteration    17200/   21553 | consumed samples:      4403200 | consumed tokens:   9017753600 | elapsed time per iteration (s): 0.30 | learning rate: 3.786E-05 | global batch size:   256 | lm loss: 3.337965E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.116 | TFLOPs: 30.32 |
7:  iteration    17210/   21553 | consumed samples:      4405760 | consumed tokens:   9022996480 | elapsed time per iteration (s): 0.30 | learning rate: 3.778E-05 | global batch size:   256 | lm loss: 3.332675E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.211 | TFLOPs: 30.29 |
7:  iteration    17220/   21553 | consumed samples:      4408320 | consumed tokens:   9028239360 | elapsed time per iteration (s): 0.30 | learning rate: 3.770E-05 | global batch size:   256 | lm loss: 3.349458E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.083 | TFLOPs: 29.72 |
7:  iteration    17230/   21553 | consumed samples:      4410880 | consumed tokens:   9033482240 | elapsed time per iteration (s): 0.30 | learning rate: 3.762E-05 | global batch size:   256 | lm loss: 3.342404E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 848.805 | TFLOPs: 29.71 |
7:  iteration    17240/   21553 | consumed samples:      4413440 | consumed tokens:   9038725120 | elapsed time per iteration (s): 0.30 | learning rate: 3.754E-05 | global batch size:   256 | lm loss: 3.347794E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.220 | TFLOPs: 30.32 |
7:  iteration    17250/   21553 | consumed samples:      4416000 | consumed tokens:   9043968000 | elapsed time per iteration (s): 0.30 | learning rate: 3.747E-05 | global batch size:   256 | lm loss: 3.358661E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.132 | TFLOPs: 30.32 |
7:  iteration    17260/   21553 | consumed samples:      4418560 | consumed tokens:   9049210880 | elapsed time per iteration (s): 0.30 | learning rate: 3.739E-05 | global batch size:   256 | lm loss: 3.337322E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.958 | TFLOPs: 30.31 |
7:  iteration    17270/   21553 | consumed samples:      4421120 | consumed tokens:   9054453760 | elapsed time per iteration (s): 0.30 | learning rate: 3.731E-05 | global batch size:   256 | lm loss: 3.332606E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.040 | TFLOPs: 30.32 |
7:  iteration    17280/   21553 | consumed samples:      4423680 | consumed tokens:   9059696640 | elapsed time per iteration (s): 0.30 | learning rate: 3.723E-05 | global batch size:   256 | lm loss: 3.347243E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.418 | TFLOPs: 30.30 |
7:  iteration    17290/   21553 | consumed samples:      4426240 | consumed tokens:   9064939520 | elapsed time per iteration (s): 0.30 | learning rate: 3.715E-05 | global batch size:   256 | lm loss: 3.340940E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.428 | TFLOPs: 30.30 |
7:  iteration    17300/   21553 | consumed samples:      4428800 | consumed tokens:   9070182400 | elapsed time per iteration (s): 0.30 | learning rate: 3.708E-05 | global batch size:   256 | lm loss: 3.341303E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.325 | TFLOPs: 30.33 |
7:  iteration    17310/   21553 | consumed samples:      4431360 | consumed tokens:   9075425280 | elapsed time per iteration (s): 0.30 | learning rate: 3.700E-05 | global batch size:   256 | lm loss: 3.350681E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.862 | TFLOPs: 30.35 |
7:  iteration    17320/   21553 | consumed samples:      4433920 | consumed tokens:   9080668160 | elapsed time per iteration (s): 0.30 | learning rate: 3.692E-05 | global batch size:   256 | lm loss: 3.349852E+00 | grad norm: 0.364 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.798 | TFLOPs: 30.34 |
7:  iteration    17330/   21553 | consumed samples:      4436480 | consumed tokens:   9085911040 | elapsed time per iteration (s): 0.30 | learning rate: 3.684E-05 | global batch size:   256 | lm loss: 3.345989E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.779 | TFLOPs: 30.06 |
7:  iteration    17340/   21553 | consumed samples:      4439040 | consumed tokens:   9091153920 | elapsed time per iteration (s): 0.30 | learning rate: 3.677E-05 | global batch size:   256 | lm loss: 3.360747E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.792 | TFLOPs: 30.31 |
7:  iteration    17350/   21553 | consumed samples:      4441600 | consumed tokens:   9096396800 | elapsed time per iteration (s): 0.30 | learning rate: 3.669E-05 | global batch size:   256 | lm loss: 3.344980E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.544 | TFLOPs: 30.23 |
7:  iteration    17360/   21553 | consumed samples:      4444160 | consumed tokens:   9101639680 | elapsed time per iteration (s): 0.30 | learning rate: 3.661E-05 | global batch size:   256 | lm loss: 3.340467E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.670 | TFLOPs: 30.23 |
7:  iteration    17370/   21553 | consumed samples:      4446720 | consumed tokens:   9106882560 | elapsed time per iteration (s): 0.30 | learning rate: 3.654E-05 | global batch size:   256 | lm loss: 3.336800E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 839.682 | TFLOPs: 29.39 |
7:  iteration    17380/   21553 | consumed samples:      4449280 | consumed tokens:   9112125440 | elapsed time per iteration (s): 0.30 | learning rate: 3.646E-05 | global batch size:   256 | lm loss: 3.352258E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.707 | TFLOPs: 30.27 |
7:  iteration    17390/   21553 | consumed samples:      4451840 | consumed tokens:   9117368320 | elapsed time per iteration (s): 0.30 | learning rate: 3.638E-05 | global batch size:   256 | lm loss: 3.325481E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.689 | TFLOPs: 30.34 |
7:  iteration    17400/   21553 | consumed samples:      4454400 | consumed tokens:   9122611200 | elapsed time per iteration (s): 0.30 | learning rate: 3.631E-05 | global batch size:   256 | lm loss: 3.344665E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.410 | TFLOPs: 30.37 |
7:  iteration    17410/   21553 | consumed samples:      4456960 | consumed tokens:   9127854080 | elapsed time per iteration (s): 0.30 | learning rate: 3.623E-05 | global batch size:   256 | lm loss: 3.337208E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.068 | TFLOPs: 30.32 |
7:  iteration    17420/   21553 | consumed samples:      4459520 | consumed tokens:   9133096960 | elapsed time per iteration (s): 0.30 | learning rate: 3.616E-05 | global batch size:   256 | lm loss: 3.334100E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.825 | TFLOPs: 30.35 |
7:  iteration    17430/   21553 | consumed samples:      4462080 | consumed tokens:   9138339840 | elapsed time per iteration (s): 0.30 | learning rate: 3.608E-05 | global batch size:   256 | lm loss: 3.341668E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.557 | TFLOPs: 29.95 |
7:  iteration    17440/   21553 | consumed samples:      4464640 | consumed tokens:   9143582720 | elapsed time per iteration (s): 0.30 | learning rate: 3.600E-05 | global batch size:   256 | lm loss: 3.341618E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.885 | TFLOPs: 30.31 |
7:  iteration    17450/   21553 | consumed samples:      4467200 | consumed tokens:   9148825600 | elapsed time per iteration (s): 0.30 | learning rate: 3.593E-05 | global batch size:   256 | lm loss: 3.344555E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.686 | TFLOPs: 30.31 |
7:  iteration    17460/   21553 | consumed samples:      4469760 | consumed tokens:   9154068480 | elapsed time per iteration (s): 0.30 | learning rate: 3.585E-05 | global batch size:   256 | lm loss: 3.352524E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.919 | TFLOPs: 30.31 |
7:  iteration    17470/   21553 | consumed samples:      4472320 | consumed tokens:   9159311360 | elapsed time per iteration (s): 0.30 | learning rate: 3.578E-05 | global batch size:   256 | lm loss: 3.356260E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.243 | TFLOPs: 30.32 |
7:  iteration    17480/   21553 | consumed samples:      4474880 | consumed tokens:   9164554240 | elapsed time per iteration (s): 0.30 | learning rate: 3.570E-05 | global batch size:   256 | lm loss: 3.336441E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.746 | TFLOPs: 30.31 |
7:  iteration    17490/   21553 | consumed samples:      4477440 | consumed tokens:   9169797120 | elapsed time per iteration (s): 0.30 | learning rate: 3.563E-05 | global batch size:   256 | lm loss: 3.355069E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.131 | TFLOPs: 30.32 |
7:  iteration    17500/   21553 | consumed samples:      4480000 | consumed tokens:   9175040000 | elapsed time per iteration (s): 0.30 | learning rate: 3.555E-05 | global batch size:   256 | lm loss: 3.343556E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.371 | TFLOPs: 30.33 |
7:  iteration    17510/   21553 | consumed samples:      4482560 | consumed tokens:   9180282880 | elapsed time per iteration (s): 0.30 | learning rate: 3.548E-05 | global batch size:   256 | lm loss: 3.336160E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.937 | TFLOPs: 30.35 |
7:  iteration    17520/   21553 | consumed samples:      4485120 | consumed tokens:   9185525760 | elapsed time per iteration (s): 0.30 | learning rate: 3.541E-05 | global batch size:   256 | lm loss: 3.348112E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.732 | TFLOPs: 30.34 |
7:  iteration    17530/   21553 | consumed samples:      4487680 | consumed tokens:   9190768640 | elapsed time per iteration (s): 0.30 | learning rate: 3.533E-05 | global batch size:   256 | lm loss: 3.344872E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.903 | TFLOPs: 30.35 |
7:  iteration    17540/   21553 | consumed samples:      4490240 | consumed tokens:   9196011520 | elapsed time per iteration (s): 0.30 | learning rate: 3.526E-05 | global batch size:   256 | lm loss: 3.355188E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.243 | TFLOPs: 30.32 |
7:  iteration    17550/   21553 | consumed samples:      4492800 | consumed tokens:   9201254400 | elapsed time per iteration (s): 0.30 | learning rate: 3.518E-05 | global batch size:   256 | lm loss: 3.347359E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.368 | TFLOPs: 30.33 |
7:  iteration    17560/   21553 | consumed samples:      4495360 | consumed tokens:   9206497280 | elapsed time per iteration (s): 0.30 | learning rate: 3.511E-05 | global batch size:   256 | lm loss: 3.341214E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.320 | TFLOPs: 30.33 |
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0: [2023-03-15 23:28:00,055] [INFO] [logging.py:68:log_dist] [Rank 0] step=18000, skipped=0, lr=[3.2036439682204886e-05, 3.2036439682204886e-05, 3.2036439682204886e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
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0: steps: 18000 loss: 3.3173 iter time (s): 0.294 samples/sec: 869.571
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 18000 | lm loss value: 3.410423E+00 | lm loss PPL: 3.027804E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   18000 to checkpoints_146m14b400m
0: [2023-03-15 23:28:00,178] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step18000 is begin to save!
0: [2023-03-15 23:28:00,181] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step18000/layer_01-model_00-model_states.pt...
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0: [2023-03-15 23:28:00,492] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step18000/mp_rank_00_model_states.pt
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0: [2023-03-15 23:28:00,544] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt
0: [2023-03-15 23:28:00,544] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
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1: [2023-03-15 23:28:00,546] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt.
1: [2023-03-15 23:28:00,546] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
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3: [2023-03-15 23:28:00,548] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt
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7: [2023-03-15 23:28:00,557] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
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7: [2023-03-15 23:28:00,557] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
6: [2023-03-15 23:28:00,557] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
7: [2023-03-15 23:28:00,561] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:28:00,561] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:28:00,561] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:28:00,561] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
7: [2023-03-15 23:28:00,561] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt
7: [2023-03-15 23:28:00,561] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
7: [2023-03-15 23:28:00,561] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
7: [2023-03-15 23:28:00,561] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
7: [2023-03-15 23:28:00,561] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
0: [2023-03-15 23:28:00,562] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt.
0: [2023-03-15 23:28:00,562] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt
0: [2023-03-15 23:28:00,562] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
5: [2023-03-15 23:28:00,544] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
5: [2023-03-15 23:28:00,544] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
5: [2023-03-15 23:28:00,545] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:28:00,545] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-15 23:28:00,545] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
5: [2023-03-15 23:28:00,547] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:28:00,547] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:28:00,547] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
5: [2023-03-15 23:28:00,547] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt
5: [2023-03-15 23:28:00,547] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
5: [2023-03-15 23:28:00,547] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
5: [2023-03-15 23:28:00,549] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:28:00,550] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
5: [2023-03-15 23:28:00,550] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
5: [2023-03-15 23:28:00,553] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:28:00,553] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
5: [2023-03-15 23:28:00,553] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
5: [2023-03-15 23:28:00,554] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:28:00,554] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-15 23:28:00,554] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
5: [2023-03-15 23:28:00,555] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:28:00,555] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-15 23:28:00,555] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
0: [2023-03-15 23:28:00,563] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt.
0: [2023-03-15 23:28:00,563] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt
0: [2023-03-15 23:28:00,563] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
0: [2023-03-15 23:28:00,563] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt.
0: [2023-03-15 23:28:00,563] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt
0: [2023-03-15 23:28:00,563] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
0: [2023-03-15 23:28:00,573] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step18000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 23:28:00,573] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
0:   successfully saved checkpoint at iteration   18000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 399.90
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7:  iteration    18120/   21553 | consumed samples:      4638720 | consumed tokens:   9500098560 | elapsed time per iteration (s): 0.30 | learning rate: 3.125E-05 | global batch size:   256 | lm loss: 3.327411E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.779 | TFLOPs: 30.34 |
7:  iteration    18130/   21553 | consumed samples:      4641280 | consumed tokens:   9505341440 | elapsed time per iteration (s): 0.30 | learning rate: 3.119E-05 | global batch size:   256 | lm loss: 3.342407E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.046 | TFLOPs: 30.35 |
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7:  iteration    18150/   21553 | consumed samples:      4646400 | consumed tokens:   9515827200 | elapsed time per iteration (s): 0.30 | learning rate: 3.106E-05 | global batch size:   256 | lm loss: 3.343475E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.801 | TFLOPs: 30.31 |
7:  iteration    18160/   21553 | consumed samples:      4648960 | consumed tokens:   9521070080 | elapsed time per iteration (s): 0.30 | learning rate: 3.100E-05 | global batch size:   256 | lm loss: 3.348143E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.053 | TFLOPs: 29.93 |
7:  iteration    18170/   21553 | consumed samples:      4651520 | consumed tokens:   9526312960 | elapsed time per iteration (s): 0.30 | learning rate: 3.094E-05 | global batch size:   256 | lm loss: 3.347628E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.710 | TFLOPs: 30.31 |
7:  iteration    18180/   21553 | consumed samples:      4654080 | consumed tokens:   9531555840 | elapsed time per iteration (s): 0.30 | learning rate: 3.087E-05 | global batch size:   256 | lm loss: 3.328698E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.376 | TFLOPs: 30.33 |
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7:  iteration    18220/   21553 | consumed samples:      4664320 | consumed tokens:   9552527360 | elapsed time per iteration (s): 0.30 | learning rate: 3.062E-05 | global batch size:   256 | lm loss: 3.335910E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.546 | TFLOPs: 30.34 |
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7:  iteration    18250/   21553 | consumed samples:      4672000 | consumed tokens:   9568256000 | elapsed time per iteration (s): 0.30 | learning rate: 3.043E-05 | global batch size:   256 | lm loss: 3.333350E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.593 | TFLOPs: 30.34 |
7:  iteration    18260/   21553 | consumed samples:      4674560 | consumed tokens:   9573498880 | elapsed time per iteration (s): 0.30 | learning rate: 3.037E-05 | global batch size:   256 | lm loss: 3.338933E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.831 | TFLOPs: 30.35 |
7:  iteration    18270/   21553 | consumed samples:      4677120 | consumed tokens:   9578741760 | elapsed time per iteration (s): 0.30 | learning rate: 3.031E-05 | global batch size:   256 | lm loss: 3.327760E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.279 | TFLOPs: 30.33 |
7:  iteration    18280/   21553 | consumed samples:      4679680 | consumed tokens:   9583984640 | elapsed time per iteration (s): 0.30 | learning rate: 3.025E-05 | global batch size:   256 | lm loss: 3.343254E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.412 | TFLOPs: 30.33 |
7:  iteration    18290/   21553 | consumed samples:      4682240 | consumed tokens:   9589227520 | elapsed time per iteration (s): 0.30 | learning rate: 3.019E-05 | global batch size:   256 | lm loss: 3.330935E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.479 | TFLOPs: 30.33 |
7:  iteration    18300/   21553 | consumed samples:      4684800 | consumed tokens:   9594470400 | elapsed time per iteration (s): 0.30 | learning rate: 3.013E-05 | global batch size:   256 | lm loss: 3.341315E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.172 | TFLOPs: 30.32 |
7:  iteration    18310/   21553 | consumed samples:      4687360 | consumed tokens:   9599713280 | elapsed time per iteration (s): 0.30 | learning rate: 3.007E-05 | global batch size:   256 | lm loss: 3.339307E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 844.978 | TFLOPs: 29.58 |
7:  iteration    18320/   21553 | consumed samples:      4689920 | consumed tokens:   9604956160 | elapsed time per iteration (s): 0.30 | learning rate: 3.001E-05 | global batch size:   256 | lm loss: 3.332625E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 860.943 | TFLOPs: 30.14 |
7:  iteration    18330/   21553 | consumed samples:      4692480 | consumed tokens:   9610199040 | elapsed time per iteration (s): 0.30 | learning rate: 2.994E-05 | global batch size:   256 | lm loss: 3.320054E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.731 | TFLOPs: 30.31 |
7:  iteration    18340/   21553 | consumed samples:      4695040 | consumed tokens:   9615441920 | elapsed time per iteration (s): 0.30 | learning rate: 2.988E-05 | global batch size:   256 | lm loss: 3.337641E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.156 | TFLOPs: 30.36 |
7:  iteration    18350/   21553 | consumed samples:      4697600 | consumed tokens:   9620684800 | elapsed time per iteration (s): 0.30 | learning rate: 2.982E-05 | global batch size:   256 | lm loss: 3.335542E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.389 | TFLOPs: 30.33 |
7:  iteration    18360/   21553 | consumed samples:      4700160 | consumed tokens:   9625927680 | elapsed time per iteration (s): 0.30 | learning rate: 2.976E-05 | global batch size:   256 | lm loss: 3.333009E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.106 | TFLOPs: 30.35 |
7:  iteration    18370/   21553 | consumed samples:      4702720 | consumed tokens:   9631170560 | elapsed time per iteration (s): 0.30 | learning rate: 2.970E-05 | global batch size:   256 | lm loss: 3.342796E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.532 | TFLOPs: 30.33 |
7:  iteration    18380/   21553 | consumed samples:      4705280 | consumed tokens:   9636413440 | elapsed time per iteration (s): 0.30 | learning rate: 2.964E-05 | global batch size:   256 | lm loss: 3.333594E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.082 | TFLOPs: 30.35 |
7:  iteration    18390/   21553 | consumed samples:      4707840 | consumed tokens:   9641656320 | elapsed time per iteration (s): 0.30 | learning rate: 2.958E-05 | global batch size:   256 | lm loss: 3.330261E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.033 | TFLOPs: 30.35 |
7:  iteration    18400/   21553 | consumed samples:      4710400 | consumed tokens:   9646899200 | elapsed time per iteration (s): 0.30 | learning rate: 2.953E-05 | global batch size:   256 | lm loss: 3.335384E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.405 | TFLOPs: 30.33 |
7:  iteration    18410/   21553 | consumed samples:      4712960 | consumed tokens:   9652142080 | elapsed time per iteration (s): 0.30 | learning rate: 2.947E-05 | global batch size:   256 | lm loss: 3.338451E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.298 | TFLOPs: 30.33 |
7:  iteration    18420/   21553 | consumed samples:      4715520 | consumed tokens:   9657384960 | elapsed time per iteration (s): 0.30 | learning rate: 2.941E-05 | global batch size:   256 | lm loss: 3.326363E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.306 | TFLOPs: 30.33 |
7:  iteration    18430/   21553 | consumed samples:      4718080 | consumed tokens:   9662627840 | elapsed time per iteration (s): 0.30 | learning rate: 2.935E-05 | global batch size:   256 | lm loss: 3.347618E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.590 | TFLOPs: 30.34 |
7:  iteration    18440/   21553 | consumed samples:      4720640 | consumed tokens:   9667870720 | elapsed time per iteration (s): 0.30 | learning rate: 2.929E-05 | global batch size:   256 | lm loss: 3.333949E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.294 | TFLOPs: 30.33 |
7:  iteration    18450/   21553 | consumed samples:      4723200 | consumed tokens:   9673113600 | elapsed time per iteration (s): 0.30 | learning rate: 2.923E-05 | global batch size:   256 | lm loss: 3.336720E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.552 | TFLOPs: 30.30 |
7:  iteration    18460/   21553 | consumed samples:      4725760 | consumed tokens:   9678356480 | elapsed time per iteration (s): 0.30 | learning rate: 2.917E-05 | global batch size:   256 | lm loss: 3.339401E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.644 | TFLOPs: 30.30 |
7:  iteration    18470/   21553 | consumed samples:      4728320 | consumed tokens:   9683599360 | elapsed time per iteration (s): 0.30 | learning rate: 2.911E-05 | global batch size:   256 | lm loss: 3.336458E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.639 | TFLOPs: 30.34 |
7:  iteration    18480/   21553 | consumed samples:      4730880 | consumed tokens:   9688842240 | elapsed time per iteration (s): 0.30 | learning rate: 2.906E-05 | global batch size:   256 | lm loss: 3.324334E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.788 | TFLOPs: 30.34 |
7:  iteration    18490/   21553 | consumed samples:      4733440 | consumed tokens:   9694085120 | elapsed time per iteration (s): 0.30 | learning rate: 2.900E-05 | global batch size:   256 | lm loss: 3.330096E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.065 | TFLOPs: 30.28 |
7:  iteration    18500/   21553 | consumed samples:      4736000 | consumed tokens:   9699328000 | elapsed time per iteration (s): 0.30 | learning rate: 2.894E-05 | global batch size:   256 | lm loss: 3.332520E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.181 | TFLOPs: 30.32 |
7:  iteration    18510/   21553 | consumed samples:      4738560 | consumed tokens:   9704570880 | elapsed time per iteration (s): 0.30 | learning rate: 2.888E-05 | global batch size:   256 | lm loss: 3.336584E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.888 | TFLOPs: 30.31 |
7:  iteration    18520/   21553 | consumed samples:      4741120 | consumed tokens:   9709813760 | elapsed time per iteration (s): 0.30 | learning rate: 2.883E-05 | global batch size:   256 | lm loss: 3.339941E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.151 | TFLOPs: 30.32 |
7:  iteration    18530/   21553 | consumed samples:      4743680 | consumed tokens:   9715056640 | elapsed time per iteration (s): 0.30 | learning rate: 2.877E-05 | global batch size:   256 | lm loss: 3.333094E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.643 | TFLOPs: 30.34 |
7:  iteration    18540/   21553 | consumed samples:      4746240 | consumed tokens:   9720299520 | elapsed time per iteration (s): 0.30 | learning rate: 2.871E-05 | global batch size:   256 | lm loss: 3.335720E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.357 | TFLOPs: 30.33 |
7:  iteration    18550/   21553 | consumed samples:      4748800 | consumed tokens:   9725542400 | elapsed time per iteration (s): 0.30 | learning rate: 2.865E-05 | global batch size:   256 | lm loss: 3.333314E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.589 | TFLOPs: 30.34 |
7:  iteration    18560/   21553 | consumed samples:      4751360 | consumed tokens:   9730785280 | elapsed time per iteration (s): 0.30 | learning rate: 2.860E-05 | global batch size:   256 | lm loss: 3.315955E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.625 | TFLOPs: 30.34 |
7:  iteration    18570/   21553 | consumed samples:      4753920 | consumed tokens:   9736028160 | elapsed time per iteration (s): 0.30 | learning rate: 2.854E-05 | global batch size:   256 | lm loss: 3.341515E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.517 | TFLOPs: 30.33 |
7:  iteration    18580/   21553 | consumed samples:      4756480 | consumed tokens:   9741271040 | elapsed time per iteration (s): 0.30 | learning rate: 2.849E-05 | global batch size:   256 | lm loss: 3.334926E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 845.398 | TFLOPs: 29.60 |
7:  iteration    18590/   21553 | consumed samples:      4759040 | consumed tokens:   9746513920 | elapsed time per iteration (s): 0.30 | learning rate: 2.843E-05 | global batch size:   256 | lm loss: 3.342738E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.635 | TFLOPs: 30.30 |
7:  iteration    18600/   21553 | consumed samples:      4761600 | consumed tokens:   9751756800 | elapsed time per iteration (s): 0.30 | learning rate: 2.837E-05 | global batch size:   256 | lm loss: 3.328421E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.081 | TFLOPs: 30.04 |
7:  iteration    18610/   21553 | consumed samples:      4764160 | consumed tokens:   9756999680 | elapsed time per iteration (s): 0.30 | learning rate: 2.832E-05 | global batch size:   256 | lm loss: 3.326266E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.825 | TFLOPs: 30.35 |
7:  iteration    18620/   21553 | consumed samples:      4766720 | consumed tokens:   9762242560 | elapsed time per iteration (s): 0.30 | learning rate: 2.826E-05 | global batch size:   256 | lm loss: 3.340350E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.036 | TFLOPs: 30.35 |
7:  iteration    18630/   21553 | consumed samples:      4769280 | consumed tokens:   9767485440 | elapsed time per iteration (s): 0.30 | learning rate: 2.821E-05 | global batch size:   256 | lm loss: 3.334118E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.890 | TFLOPs: 30.31 |
7:  iteration    18640/   21553 | consumed samples:      4771840 | consumed tokens:   9772728320 | elapsed time per iteration (s): 0.30 | learning rate: 2.815E-05 | global batch size:   256 | lm loss: 3.343278E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.221 | TFLOPs: 30.25 |
7:  iteration    18650/   21553 | consumed samples:      4774400 | consumed tokens:   9777971200 | elapsed time per iteration (s): 0.30 | learning rate: 2.810E-05 | global batch size:   256 | lm loss: 3.339108E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.555 | TFLOPs: 30.30 |
7:  iteration    18660/   21553 | consumed samples:      4776960 | consumed tokens:   9783214080 | elapsed time per iteration (s): 0.30 | learning rate: 2.804E-05 | global batch size:   256 | lm loss: 3.317870E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.707 | TFLOPs: 30.34 |
7:  iteration    18670/   21553 | consumed samples:      4779520 | consumed tokens:   9788456960 | elapsed time per iteration (s): 0.30 | learning rate: 2.799E-05 | global batch size:   256 | lm loss: 3.325508E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.047 | TFLOPs: 30.32 |
7:  iteration    18680/   21553 | consumed samples:      4782080 | consumed tokens:   9793699840 | elapsed time per iteration (s): 0.30 | learning rate: 2.793E-05 | global batch size:   256 | lm loss: 3.323523E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.134 | TFLOPs: 30.36 |
7:  iteration    18690/   21553 | consumed samples:      4784640 | consumed tokens:   9798942720 | elapsed time per iteration (s): 0.30 | learning rate: 2.788E-05 | global batch size:   256 | lm loss: 3.328419E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.131 | TFLOPs: 30.32 |
7:  iteration    18700/   21553 | consumed samples:      4787200 | consumed tokens:   9804185600 | elapsed time per iteration (s): 0.30 | learning rate: 2.782E-05 | global batch size:   256 | lm loss: 3.345200E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.083 | TFLOPs: 30.32 |
7:  iteration    18710/   21553 | consumed samples:      4789760 | consumed tokens:   9809428480 | elapsed time per iteration (s): 0.30 | learning rate: 2.777E-05 | global batch size:   256 | lm loss: 3.329494E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.773 | TFLOPs: 30.34 |
7:  iteration    18720/   21553 | consumed samples:      4792320 | consumed tokens:   9814671360 | elapsed time per iteration (s): 0.30 | learning rate: 2.772E-05 | global batch size:   256 | lm loss: 3.329047E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.921 | TFLOPs: 30.35 |
7:  iteration    18730/   21553 | consumed samples:      4794880 | consumed tokens:   9819914240 | elapsed time per iteration (s): 0.30 | learning rate: 2.766E-05 | global batch size:   256 | lm loss: 3.343372E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.153 | TFLOPs: 30.36 |
7:  iteration    18740/   21553 | consumed samples:      4797440 | consumed tokens:   9825157120 | elapsed time per iteration (s): 0.30 | learning rate: 2.761E-05 | global batch size:   256 | lm loss: 3.338922E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.454 | TFLOPs: 30.33 |
7:  iteration    18750/   21553 | consumed samples:      4800000 | consumed tokens:   9830400000 | elapsed time per iteration (s): 0.30 | learning rate: 2.756E-05 | global batch size:   256 | lm loss: 3.337431E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.939 | TFLOPs: 30.35 |
7:  iteration    18760/   21553 | consumed samples:      4802560 | consumed tokens:   9835642880 | elapsed time per iteration (s): 0.30 | learning rate: 2.750E-05 | global batch size:   256 | lm loss: 3.333241E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.847 | TFLOPs: 30.31 |
7:  iteration    18770/   21553 | consumed samples:      4805120 | consumed tokens:   9840885760 | elapsed time per iteration (s): 0.30 | learning rate: 2.745E-05 | global batch size:   256 | lm loss: 3.346643E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.848 | TFLOPs: 30.35 |
7:  iteration    18780/   21553 | consumed samples:      4807680 | consumed tokens:   9846128640 | elapsed time per iteration (s): 0.30 | learning rate: 2.740E-05 | global batch size:   256 | lm loss: 3.335726E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.223 | TFLOPs: 30.36 |
7:  iteration    18790/   21553 | consumed samples:      4810240 | consumed tokens:   9851371520 | elapsed time per iteration (s): 0.30 | learning rate: 2.735E-05 | global batch size:   256 | lm loss: 3.329292E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.825 | TFLOPs: 30.35 |
7:  iteration    18800/   21553 | consumed samples:      4812800 | consumed tokens:   9856614400 | elapsed time per iteration (s): 0.30 | learning rate: 2.729E-05 | global batch size:   256 | lm loss: 3.327300E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.578 | TFLOPs: 30.34 |
7:  iteration    18810/   21553 | consumed samples:      4815360 | consumed tokens:   9861857280 | elapsed time per iteration (s): 0.30 | learning rate: 2.724E-05 | global batch size:   256 | lm loss: 3.332444E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.545 | TFLOPs: 30.37 |
7:  iteration    18820/   21553 | consumed samples:      4817920 | consumed tokens:   9867100160 | elapsed time per iteration (s): 0.30 | learning rate: 2.719E-05 | global batch size:   256 | lm loss: 3.329971E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.500 | TFLOPs: 30.30 |
7:  iteration    18830/   21553 | consumed samples:      4820480 | consumed tokens:   9872343040 | elapsed time per iteration (s): 0.30 | learning rate: 2.714E-05 | global batch size:   256 | lm loss: 3.333991E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.681 | TFLOPs: 30.31 |
7:  iteration    18840/   21553 | consumed samples:      4823040 | consumed tokens:   9877585920 | elapsed time per iteration (s): 0.30 | learning rate: 2.709E-05 | global batch size:   256 | lm loss: 3.326532E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.336 | TFLOPs: 30.29 |
7:  iteration    18850/   21553 | consumed samples:      4825600 | consumed tokens:   9882828800 | elapsed time per iteration (s): 0.30 | learning rate: 2.703E-05 | global batch size:   256 | lm loss: 3.320668E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.079 | TFLOPs: 30.32 |
7:  iteration    18860/   21553 | consumed samples:      4828160 | consumed tokens:   9888071680 | elapsed time per iteration (s): 0.30 | learning rate: 2.698E-05 | global batch size:   256 | lm loss: 3.336687E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.261 | TFLOPs: 30.29 |
7:  iteration    18870/   21553 | consumed samples:      4830720 | consumed tokens:   9893314560 | elapsed time per iteration (s): 0.30 | learning rate: 2.693E-05 | global batch size:   256 | lm loss: 3.322831E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.104 | TFLOPs: 30.28 |
7:  iteration    18880/   21553 | consumed samples:      4833280 | consumed tokens:   9898557440 | elapsed time per iteration (s): 0.30 | learning rate: 2.688E-05 | global batch size:   256 | lm loss: 3.333324E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.810 | TFLOPs: 30.31 |
7:  iteration    18890/   21553 | consumed samples:      4835840 | consumed tokens:   9903800320 | elapsed time per iteration (s): 0.30 | learning rate: 2.683E-05 | global batch size:   256 | lm loss: 3.325755E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.264 | TFLOPs: 30.33 |
7:  iteration    18900/   21553 | consumed samples:      4838400 | consumed tokens:   9909043200 | elapsed time per iteration (s): 0.30 | learning rate: 2.678E-05 | global batch size:   256 | lm loss: 3.332660E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.166 | TFLOPs: 30.29 |
7:  iteration    18910/   21553 | consumed samples:      4840960 | consumed tokens:   9914286080 | elapsed time per iteration (s): 0.30 | learning rate: 2.673E-05 | global batch size:   256 | lm loss: 3.329713E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.830 | TFLOPs: 30.35 |
7:  iteration    18920/   21553 | consumed samples:      4843520 | consumed tokens:   9919528960 | elapsed time per iteration (s): 0.30 | learning rate: 2.668E-05 | global batch size:   256 | lm loss: 3.336964E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.096 | TFLOPs: 30.35 |
7:  iteration    18930/   21553 | consumed samples:      4846080 | consumed tokens:   9924771840 | elapsed time per iteration (s): 0.30 | learning rate: 2.663E-05 | global batch size:   256 | lm loss: 3.332583E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.904 | TFLOPs: 30.35 |
7:  iteration    18940/   21553 | consumed samples:      4848640 | consumed tokens:   9930014720 | elapsed time per iteration (s): 0.30 | learning rate: 2.658E-05 | global batch size:   256 | lm loss: 3.333757E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.354 | TFLOPs: 30.36 |
7:  iteration    18950/   21553 | consumed samples:      4851200 | consumed tokens:   9935257600 | elapsed time per iteration (s): 0.30 | learning rate: 2.653E-05 | global batch size:   256 | lm loss: 3.345716E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.660 | TFLOPs: 30.37 |
7:  iteration    18960/   21553 | consumed samples:      4853760 | consumed tokens:   9940500480 | elapsed time per iteration (s): 0.30 | learning rate: 2.648E-05 | global batch size:   256 | lm loss: 3.327528E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.398 | TFLOPs: 30.37 |
7:  iteration    18970/   21553 | consumed samples:      4856320 | consumed tokens:   9945743360 | elapsed time per iteration (s): 0.30 | learning rate: 2.643E-05 | global batch size:   256 | lm loss: 3.331306E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.652 | TFLOPs: 30.37 |
7:  iteration    18980/   21553 | consumed samples:      4858880 | consumed tokens:   9950986240 | elapsed time per iteration (s): 0.30 | learning rate: 2.638E-05 | global batch size:   256 | lm loss: 3.322442E+00 | grad norm: 0.369 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.150 | TFLOPs: 30.36 |
7:  iteration    18990/   21553 | consumed samples:      4861440 | consumed tokens:   9956229120 | elapsed time per iteration (s): 0.30 | learning rate: 2.633E-05 | global batch size:   256 | lm loss: 3.325551E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.625 | TFLOPs: 30.34 |
7:  iteration    19000/   21553 | consumed samples:      4864000 | consumed tokens:   9961472000 | elapsed time per iteration (s): 0.30 | learning rate: 2.628E-05 | global batch size:   256 | lm loss: 3.334129E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.822 | TFLOPs: 30.35 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 19000 | lm loss value: 3.358412E+00 | lm loss PPL: 2.874352E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   19000 to checkpoints_146m14b400m
0: [2023-03-15 23:32:56,563] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step19000 is begin to save!
0: [2023-03-15 23:32:56,566] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step19000/layer_01-model_00-model_states.pt...
0: [2023-03-15 23:32:56,651] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/layer_01-model_00-model_states.pt.
0: [2023-03-15 23:32:56,652] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step19000/layer_03-model_00-model_states.pt...
0: [2023-03-15 23:32:56,667] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/layer_03-model_00-model_states.pt.
0: [2023-03-15 23:32:56,668] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step19000/layer_04-model_00-model_states.pt...
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0: [2023-03-15 23:32:56,878] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step19000/mp_rank_00_model_states.pt
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1: [2023-03-15 23:32:56,897] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt...
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5: [2023-03-15 23:32:56,897] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:32:56,928] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt.
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6: [2023-03-15 23:32:56,929] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
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3: [2023-03-15 23:32:56,939] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt.
3: [2023-03-15 23:32:56,939] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
3: [2023-03-15 23:32:56,939] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
5: [2023-03-15 23:32:56,939] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:32:56,939] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
5: [2023-03-15 23:32:56,939] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
2: [2023-03-15 23:32:56,940] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt.
1: [2023-03-15 23:32:56,940] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt.
2: [2023-03-15 23:32:56,940] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt
1: [2023-03-15 23:32:56,940] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-15 23:32:56,940] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
2: [2023-03-15 23:32:56,940] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
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7: [2023-03-15 23:32:56,940] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt.
2: [2023-03-15 23:32:56,940] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt.
3: [2023-03-15 23:32:56,940] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
7: [2023-03-15 23:32:56,940] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
3: [2023-03-15 23:32:56,940] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
7: [2023-03-15 23:32:56,940] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:32:56,940] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
2: [2023-03-15 23:32:56,940] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
2: [2023-03-15 23:32:56,940] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt.
2: [2023-03-15 23:32:56,940] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:32:56,940] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
7: [2023-03-15 23:32:56,940] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
2: [2023-03-15 23:32:56,940] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
1: [2023-03-15 23:32:56,940] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
2: [2023-03-15 23:32:56,940] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt
2: [2023-03-15 23:32:56,940] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt
2: [2023-03-15 23:32:56,941] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
2: [2023-03-15 23:32:56,941] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
1: [2023-03-15 23:32:56,941] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
2: [2023-03-15 23:32:56,940] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt.
1: [2023-03-15 23:32:56,941] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
2: [2023-03-15 23:32:56,941] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
2: [2023-03-15 23:32:56,941] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
6: [2023-03-15 23:32:56,941] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:32:56,941] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-15 23:32:56,941] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
5: [2023-03-15 23:32:56,941] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
5: [2023-03-15 23:32:56,941] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
5: [2023-03-15 23:32:56,941] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
6: [2023-03-15 23:32:56,941] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:32:56,941] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:32:56,941] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:32:56,941] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-15 23:32:56,941] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
6: [2023-03-15 23:32:56,941] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
6: [2023-03-15 23:32:56,941] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
6: [2023-03-15 23:32:56,941] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
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1: [2023-03-15 23:32:56,943] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt.
1: [2023-03-15 23:32:56,943] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
1: [2023-03-15 23:32:56,943] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
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7: [2023-03-15 23:32:56,943] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-15 23:32:56,943] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
0: [2023-03-15 23:32:56,944] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt.
0: [2023-03-15 23:32:56,944] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt.
0: [2023-03-15 23:32:56,944] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt
0: [2023-03-15 23:32:56,944] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt.
0: [2023-03-15 23:32:56,944] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
0: [2023-03-15 23:32:56,944] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt
0: [2023-03-15 23:32:56,944] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt
0: [2023-03-15 23:32:56,944] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
0: [2023-03-15 23:32:56,944] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
4: [2023-03-15 23:32:56,945] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt.
4: [2023-03-15 23:32:56,945] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt
4: [2023-03-15 23:32:56,945] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
3: [2023-03-15 23:32:56,947] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt.
3: [2023-03-15 23:32:56,947] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt
3: [2023-03-15 23:32:56,947] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
3: [2023-03-15 23:32:56,947] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt.
3: [2023-03-15 23:32:56,947] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt
3: [2023-03-15 23:32:56,948] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
0: [2023-03-15 23:32:56,949] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step19000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 23:32:56,949] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
0:   successfully saved checkpoint at iteration   19000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 397.19
7:  iteration    19010/   21553 | consumed samples:      4866560 | consumed tokens:   9966714880 | elapsed time per iteration (s): 0.34 | learning rate: 2.624E-05 | global batch size:   256 | lm loss: 3.323093E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 743.575 | TFLOPs: 26.03 |
7:  iteration    19020/   21553 | consumed samples:      4869120 | consumed tokens:   9971957760 | elapsed time per iteration (s): 0.30 | learning rate: 2.619E-05 | global batch size:   256 | lm loss: 3.338602E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.777 | TFLOPs: 30.38 |
7:  iteration    19030/   21553 | consumed samples:      4871680 | consumed tokens:   9977200640 | elapsed time per iteration (s): 0.29 | learning rate: 2.614E-05 | global batch size:   256 | lm loss: 3.332013E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.818 | TFLOPs: 30.38 |
7:  iteration    19040/   21553 | consumed samples:      4874240 | consumed tokens:   9982443520 | elapsed time per iteration (s): 0.30 | learning rate: 2.609E-05 | global batch size:   256 | lm loss: 3.330492E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.755 | TFLOPs: 30.38 |
7:  iteration    19050/   21553 | consumed samples:      4876800 | consumed tokens:   9987686400 | elapsed time per iteration (s): 0.30 | learning rate: 2.604E-05 | global batch size:   256 | lm loss: 3.347048E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.532 | TFLOPs: 30.37 |
7:  iteration    19060/   21553 | consumed samples:      4879360 | consumed tokens:   9992929280 | elapsed time per iteration (s): 0.29 | learning rate: 2.600E-05 | global batch size:   256 | lm loss: 3.340343E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.926 | TFLOPs: 30.38 |
7:  iteration    19070/   21553 | consumed samples:      4881920 | consumed tokens:   9998172160 | elapsed time per iteration (s): 0.30 | learning rate: 2.595E-05 | global batch size:   256 | lm loss: 3.349716E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.494 | TFLOPs: 30.37 |
7:  iteration    19080/   21553 | consumed samples:      4884480 | consumed tokens:  10003415040 | elapsed time per iteration (s): 0.30 | learning rate: 2.590E-05 | global batch size:   256 | lm loss: 3.337309E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.492 | TFLOPs: 30.37 |
7:  iteration    19090/   21553 | consumed samples:      4887040 | consumed tokens:  10008657920 | elapsed time per iteration (s): 0.30 | learning rate: 2.585E-05 | global batch size:   256 | lm loss: 3.326416E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.069 | TFLOPs: 30.35 |
7:  iteration    19100/   21553 | consumed samples:      4889600 | consumed tokens:  10013900800 | elapsed time per iteration (s): 0.30 | learning rate: 2.581E-05 | global batch size:   256 | lm loss: 3.318484E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.919 | TFLOPs: 30.35 |
7:  iteration    19110/   21553 | consumed samples:      4892160 | consumed tokens:  10019143680 | elapsed time per iteration (s): 0.30 | learning rate: 2.576E-05 | global batch size:   256 | lm loss: 3.333675E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 861.672 | TFLOPs: 30.16 |
7:  iteration    19120/   21553 | consumed samples:      4894720 | consumed tokens:  10024386560 | elapsed time per iteration (s): 0.30 | learning rate: 2.571E-05 | global batch size:   256 | lm loss: 3.340511E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.041 | TFLOPs: 30.32 |
7:  iteration    19130/   21553 | consumed samples:      4897280 | consumed tokens:  10029629440 | elapsed time per iteration (s): 0.30 | learning rate: 2.567E-05 | global batch size:   256 | lm loss: 3.345221E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.972 | TFLOPs: 30.35 |
7:  iteration    19140/   21553 | consumed samples:      4899840 | consumed tokens:  10034872320 | elapsed time per iteration (s): 0.30 | learning rate: 2.562E-05 | global batch size:   256 | lm loss: 3.325825E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.285 | TFLOPs: 30.36 |
7:  iteration    19150/   21553 | consumed samples:      4902400 | consumed tokens:  10040115200 | elapsed time per iteration (s): 0.30 | learning rate: 2.557E-05 | global batch size:   256 | lm loss: 3.323875E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.075 | TFLOPs: 30.35 |
7:  iteration    19160/   21553 | consumed samples:      4904960 | consumed tokens:  10045358080 | elapsed time per iteration (s): 0.30 | learning rate: 2.553E-05 | global batch size:   256 | lm loss: 3.343308E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.480 | TFLOPs: 30.33 |
7:  iteration    19170/   21553 | consumed samples:      4907520 | consumed tokens:  10050600960 | elapsed time per iteration (s): 0.30 | learning rate: 2.548E-05 | global batch size:   256 | lm loss: 3.335146E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.016 | TFLOPs: 30.35 |
7:  iteration    19180/   21553 | consumed samples:      4910080 | consumed tokens:  10055843840 | elapsed time per iteration (s): 0.30 | learning rate: 2.544E-05 | global batch size:   256 | lm loss: 3.332638E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.797 | TFLOPs: 30.34 |
7:  iteration    19190/   21553 | consumed samples:      4912640 | consumed tokens:  10061086720 | elapsed time per iteration (s): 0.30 | learning rate: 2.539E-05 | global batch size:   256 | lm loss: 3.339072E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.999 | TFLOPs: 30.35 |
7:  iteration    19200/   21553 | consumed samples:      4915200 | consumed tokens:  10066329600 | elapsed time per iteration (s): 0.30 | learning rate: 2.535E-05 | global batch size:   256 | lm loss: 3.337347E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.124 | TFLOPs: 30.36 |
7:  iteration    19210/   21553 | consumed samples:      4917760 | consumed tokens:  10071572480 | elapsed time per iteration (s): 0.30 | learning rate: 2.530E-05 | global batch size:   256 | lm loss: 3.319817E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.945 | TFLOPs: 30.35 |
7:  iteration    19220/   21553 | consumed samples:      4920320 | consumed tokens:  10076815360 | elapsed time per iteration (s): 0.30 | learning rate: 2.526E-05 | global batch size:   256 | lm loss: 3.339288E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.786 | TFLOPs: 30.34 |
7:  iteration    19230/   21553 | consumed samples:      4922880 | consumed tokens:  10082058240 | elapsed time per iteration (s): 0.30 | learning rate: 2.521E-05 | global batch size:   256 | lm loss: 3.341339E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.781 | TFLOPs: 30.34 |
7:  iteration    19240/   21553 | consumed samples:      4925440 | consumed tokens:  10087301120 | elapsed time per iteration (s): 0.30 | learning rate: 2.517E-05 | global batch size:   256 | lm loss: 3.347169E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.840 | TFLOPs: 30.35 |
7:  iteration    19250/   21553 | consumed samples:      4928000 | consumed tokens:  10092544000 | elapsed time per iteration (s): 0.30 | learning rate: 2.512E-05 | global batch size:   256 | lm loss: 3.325695E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.819 | TFLOPs: 29.99 |
7:  iteration    19260/   21553 | consumed samples:      4930560 | consumed tokens:  10097786880 | elapsed time per iteration (s): 0.30 | learning rate: 2.508E-05 | global batch size:   256 | lm loss: 3.336611E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.958 | TFLOPs: 30.35 |
7:  iteration    19270/   21553 | consumed samples:      4933120 | consumed tokens:  10103029760 | elapsed time per iteration (s): 0.30 | learning rate: 2.504E-05 | global batch size:   256 | lm loss: 3.325814E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.218 | TFLOPs: 30.36 |
7:  iteration    19280/   21553 | consumed samples:      4935680 | consumed tokens:  10108272640 | elapsed time per iteration (s): 0.30 | learning rate: 2.499E-05 | global batch size:   256 | lm loss: 3.318451E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.024 | TFLOPs: 29.97 |
7:  iteration    19290/   21553 | consumed samples:      4938240 | consumed tokens:  10113515520 | elapsed time per iteration (s): 0.29 | learning rate: 2.495E-05 | global batch size:   256 | lm loss: 3.335169E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.830 | TFLOPs: 30.38 |
7:  iteration    19300/   21553 | consumed samples:      4940800 | consumed tokens:  10118758400 | elapsed time per iteration (s): 0.30 | learning rate: 2.491E-05 | global batch size:   256 | lm loss: 3.331339E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.170 | TFLOPs: 30.32 |
7:  iteration    19310/   21553 | consumed samples:      4943360 | consumed tokens:  10124001280 | elapsed time per iteration (s): 0.30 | learning rate: 2.486E-05 | global batch size:   256 | lm loss: 3.330218E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.937 | TFLOPs: 30.24 |
7:  iteration    19320/   21553 | consumed samples:      4945920 | consumed tokens:  10129244160 | elapsed time per iteration (s): 0.30 | learning rate: 2.482E-05 | global batch size:   256 | lm loss: 3.334770E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.283 | TFLOPs: 30.26 |
7:  iteration    19330/   21553 | consumed samples:      4948480 | consumed tokens:  10134487040 | elapsed time per iteration (s): 0.30 | learning rate: 2.478E-05 | global batch size:   256 | lm loss: 3.332228E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.271 | TFLOPs: 30.26 |
7:  iteration    19340/   21553 | consumed samples:      4951040 | consumed tokens:  10139729920 | elapsed time per iteration (s): 0.30 | learning rate: 2.474E-05 | global batch size:   256 | lm loss: 3.325985E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.778 | TFLOPs: 30.31 |
7:  iteration    19350/   21553 | consumed samples:      4953600 | consumed tokens:  10144972800 | elapsed time per iteration (s): 0.30 | learning rate: 2.469E-05 | global batch size:   256 | lm loss: 3.326917E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.406 | TFLOPs: 30.37 |
7:  iteration    19360/   21553 | consumed samples:      4956160 | consumed tokens:  10150215680 | elapsed time per iteration (s): 0.30 | learning rate: 2.465E-05 | global batch size:   256 | lm loss: 3.337365E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.142 | TFLOPs: 30.36 |
7:  iteration    19370/   21553 | consumed samples:      4958720 | consumed tokens:  10155458560 | elapsed time per iteration (s): 0.30 | learning rate: 2.461E-05 | global batch size:   256 | lm loss: 3.349070E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.592 | TFLOPs: 30.34 |
7:  iteration    19380/   21553 | consumed samples:      4961280 | consumed tokens:  10160701440 | elapsed time per iteration (s): 0.30 | learning rate: 2.457E-05 | global batch size:   256 | lm loss: 3.324489E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.697 | TFLOPs: 30.34 |
7:  iteration    19390/   21553 | consumed samples:      4963840 | consumed tokens:  10165944320 | elapsed time per iteration (s): 0.30 | learning rate: 2.453E-05 | global batch size:   256 | lm loss: 3.331354E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.712 | TFLOPs: 30.38 |
7:  iteration    19400/   21553 | consumed samples:      4966400 | consumed tokens:  10171187200 | elapsed time per iteration (s): 0.29 | learning rate: 2.448E-05 | global batch size:   256 | lm loss: 3.328498E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 868.058 | TFLOPs: 30.39 |
7:  iteration    19410/   21553 | consumed samples:      4968960 | consumed tokens:  10176430080 | elapsed time per iteration (s): 0.30 | learning rate: 2.444E-05 | global batch size:   256 | lm loss: 3.331909E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.705 | TFLOPs: 30.38 |
7:  iteration    19420/   21553 | consumed samples:      4971520 | consumed tokens:  10181672960 | elapsed time per iteration (s): 0.30 | learning rate: 2.440E-05 | global batch size:   256 | lm loss: 3.342434E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.733 | TFLOPs: 30.38 |
7:  iteration    19430/   21553 | consumed samples:      4974080 | consumed tokens:  10186915840 | elapsed time per iteration (s): 0.30 | learning rate: 2.436E-05 | global batch size:   256 | lm loss: 3.322599E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.414 | TFLOPs: 30.37 |
7:  iteration    19440/   21553 | consumed samples:      4976640 | consumed tokens:  10192158720 | elapsed time per iteration (s): 0.30 | learning rate: 2.432E-05 | global batch size:   256 | lm loss: 3.325446E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.310 | TFLOPs: 30.36 |
7:  iteration    19450/   21553 | consumed samples:      4979200 | consumed tokens:  10197401600 | elapsed time per iteration (s): 0.30 | learning rate: 2.428E-05 | global batch size:   256 | lm loss: 3.332196E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.286 | TFLOPs: 30.36 |
7:  iteration    19460/   21553 | consumed samples:      4981760 | consumed tokens:  10202644480 | elapsed time per iteration (s): 0.30 | learning rate: 2.424E-05 | global batch size:   256 | lm loss: 3.342841E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.051 | TFLOPs: 30.35 |
7:  iteration    19470/   21553 | consumed samples:      4984320 | consumed tokens:  10207887360 | elapsed time per iteration (s): 0.30 | learning rate: 2.420E-05 | global batch size:   256 | lm loss: 3.327725E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.316 | TFLOPs: 30.36 |
7:  iteration    19480/   21553 | consumed samples:      4986880 | consumed tokens:  10213130240 | elapsed time per iteration (s): 0.30 | learning rate: 2.416E-05 | global batch size:   256 | lm loss: 3.351762E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.312 | TFLOPs: 30.36 |
7:  iteration    19490/   21553 | consumed samples:      4989440 | consumed tokens:  10218373120 | elapsed time per iteration (s): 0.30 | learning rate: 2.412E-05 | global batch size:   256 | lm loss: 3.319221E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.283 | TFLOPs: 30.36 |
7:  iteration    19500/   21553 | consumed samples:      4992000 | consumed tokens:  10223616000 | elapsed time per iteration (s): 0.30 | learning rate: 2.408E-05 | global batch size:   256 | lm loss: 3.339704E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.090 | TFLOPs: 30.32 |
7:  iteration    19510/   21553 | consumed samples:      4994560 | consumed tokens:  10228858880 | elapsed time per iteration (s): 0.30 | learning rate: 2.404E-05 | global batch size:   256 | lm loss: 3.320665E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.190 | TFLOPs: 30.32 |
7:  iteration    19520/   21553 | consumed samples:      4997120 | consumed tokens:  10234101760 | elapsed time per iteration (s): 0.30 | learning rate: 2.400E-05 | global batch size:   256 | lm loss: 3.332765E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.299 | TFLOPs: 30.33 |
7:  iteration    19530/   21553 | consumed samples:      4999680 | consumed tokens:  10239344640 | elapsed time per iteration (s): 0.30 | learning rate: 2.396E-05 | global batch size:   256 | lm loss: 3.333452E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.110 | TFLOPs: 30.32 |
7:  iteration    19540/   21553 | consumed samples:      5002240 | consumed tokens:  10244587520 | elapsed time per iteration (s): 0.30 | learning rate: 2.392E-05 | global batch size:   256 | lm loss: 3.331330E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.563 | TFLOPs: 30.30 |
7:  iteration    19550/   21553 | consumed samples:      5004800 | consumed tokens:  10249830400 | elapsed time per iteration (s): 0.30 | learning rate: 2.389E-05 | global batch size:   256 | lm loss: 3.331539E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.935 | TFLOPs: 30.31 |
7:  iteration    19560/   21553 | consumed samples:      5007360 | consumed tokens:  10255073280 | elapsed time per iteration (s): 0.30 | learning rate: 2.385E-05 | global batch size:   256 | lm loss: 3.335880E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.154 | TFLOPs: 30.36 |
7:  iteration    19570/   21553 | consumed samples:      5009920 | consumed tokens:  10260316160 | elapsed time per iteration (s): 0.30 | learning rate: 2.381E-05 | global batch size:   256 | lm loss: 3.329539E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.575 | TFLOPs: 30.37 |
7:  iteration    19580/   21553 | consumed samples:      5012480 | consumed tokens:  10265559040 | elapsed time per iteration (s): 0.30 | learning rate: 2.377E-05 | global batch size:   256 | lm loss: 3.329559E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.710 | TFLOPs: 30.38 |
7:  iteration    19590/   21553 | consumed samples:      5015040 | consumed tokens:  10270801920 | elapsed time per iteration (s): 0.30 | learning rate: 2.373E-05 | global batch size:   256 | lm loss: 3.330123E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.385 | TFLOPs: 30.36 |
7:  iteration    19600/   21553 | consumed samples:      5017600 | consumed tokens:  10276044800 | elapsed time per iteration (s): 0.30 | learning rate: 2.370E-05 | global batch size:   256 | lm loss: 3.325465E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.325 | TFLOPs: 30.36 |
7:  iteration    19610/   21553 | consumed samples:      5020160 | consumed tokens:  10281287680 | elapsed time per iteration (s): 0.30 | learning rate: 2.366E-05 | global batch size:   256 | lm loss: 3.334095E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.235 | TFLOPs: 30.36 |
7:  iteration    19620/   21553 | consumed samples:      5022720 | consumed tokens:  10286530560 | elapsed time per iteration (s): 0.30 | learning rate: 2.362E-05 | global batch size:   256 | lm loss: 3.329209E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.270 | TFLOPs: 30.36 |
7:  iteration    19630/   21553 | consumed samples:      5025280 | consumed tokens:  10291773440 | elapsed time per iteration (s): 0.30 | learning rate: 2.358E-05 | global batch size:   256 | lm loss: 3.323051E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.926 | TFLOPs: 30.35 |
7:  iteration    19640/   21553 | consumed samples:      5027840 | consumed tokens:  10297016320 | elapsed time per iteration (s): 0.30 | learning rate: 2.355E-05 | global batch size:   256 | lm loss: 3.334745E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.142 | TFLOPs: 30.36 |
7:  iteration    19650/   21553 | consumed samples:      5030400 | consumed tokens:  10302259200 | elapsed time per iteration (s): 0.30 | learning rate: 2.351E-05 | global batch size:   256 | lm loss: 3.322863E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.807 | TFLOPs: 30.34 |
7:  iteration    19660/   21553 | consumed samples:      5032960 | consumed tokens:  10307502080 | elapsed time per iteration (s): 0.30 | learning rate: 2.347E-05 | global batch size:   256 | lm loss: 3.320750E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.939 | TFLOPs: 30.35 |
7:  iteration    19670/   21553 | consumed samples:      5035520 | consumed tokens:  10312744960 | elapsed time per iteration (s): 0.30 | learning rate: 2.344E-05 | global batch size:   256 | lm loss: 3.333369E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.238 | TFLOPs: 30.36 |
7:  iteration    19680/   21553 | consumed samples:      5038080 | consumed tokens:  10317987840 | elapsed time per iteration (s): 0.30 | learning rate: 2.340E-05 | global batch size:   256 | lm loss: 3.328569E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.426 | TFLOPs: 30.37 |
7:  iteration    19690/   21553 | consumed samples:      5040640 | consumed tokens:  10323230720 | elapsed time per iteration (s): 0.30 | learning rate: 2.336E-05 | global batch size:   256 | lm loss: 3.329757E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.358 | TFLOPs: 30.33 |
7:  iteration    19700/   21553 | consumed samples:      5043200 | consumed tokens:  10328473600 | elapsed time per iteration (s): 0.30 | learning rate: 2.333E-05 | global batch size:   256 | lm loss: 3.323390E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.082 | TFLOPs: 29.97 |
7:  iteration    19710/   21553 | consumed samples:      5045760 | consumed tokens:  10333716480 | elapsed time per iteration (s): 0.30 | learning rate: 2.329E-05 | global batch size:   256 | lm loss: 3.335564E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.082 | TFLOPs: 30.32 |
7:  iteration    19720/   21553 | consumed samples:      5048320 | consumed tokens:  10338959360 | elapsed time per iteration (s): 0.30 | learning rate: 2.326E-05 | global batch size:   256 | lm loss: 3.314218E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.206 | TFLOPs: 30.32 |
7:  iteration    19730/   21553 | consumed samples:      5050880 | consumed tokens:  10344202240 | elapsed time per iteration (s): 0.30 | learning rate: 2.322E-05 | global batch size:   256 | lm loss: 3.332918E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.980 | TFLOPs: 30.32 |
7:  iteration    19740/   21553 | consumed samples:      5053440 | consumed tokens:  10349445120 | elapsed time per iteration (s): 0.30 | learning rate: 2.319E-05 | global batch size:   256 | lm loss: 3.318489E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.226 | TFLOPs: 30.32 |
7:  iteration    19750/   21553 | consumed samples:      5056000 | consumed tokens:  10354688000 | elapsed time per iteration (s): 0.30 | learning rate: 2.315E-05 | global batch size:   256 | lm loss: 3.346005E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.919 | TFLOPs: 30.35 |
7:  iteration    19760/   21553 | consumed samples:      5058560 | consumed tokens:  10359930880 | elapsed time per iteration (s): 0.30 | learning rate: 2.312E-05 | global batch size:   256 | lm loss: 3.331593E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.983 | TFLOPs: 30.00 |
7:  iteration    19770/   21553 | consumed samples:      5061120 | consumed tokens:  10365173760 | elapsed time per iteration (s): 0.29 | learning rate: 2.308E-05 | global batch size:   256 | lm loss: 3.330326E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.976 | TFLOPs: 30.39 |
7:  iteration    19780/   21553 | consumed samples:      5063680 | consumed tokens:  10370416640 | elapsed time per iteration (s): 0.30 | learning rate: 2.305E-05 | global batch size:   256 | lm loss: 3.323655E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.358 | TFLOPs: 30.36 |
7:  iteration    19790/   21553 | consumed samples:      5066240 | consumed tokens:  10375659520 | elapsed time per iteration (s): 0.30 | learning rate: 2.302E-05 | global batch size:   256 | lm loss: 3.327825E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.631 | TFLOPs: 30.37 |
7:  iteration    19800/   21553 | consumed samples:      5068800 | consumed tokens:  10380902400 | elapsed time per iteration (s): 0.30 | learning rate: 2.298E-05 | global batch size:   256 | lm loss: 3.317376E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.099 | TFLOPs: 30.35 |
7:  iteration    19810/   21553 | consumed samples:      5071360 | consumed tokens:  10386145280 | elapsed time per iteration (s): 0.30 | learning rate: 2.295E-05 | global batch size:   256 | lm loss: 3.324129E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.400 | TFLOPs: 30.37 |
7:  iteration    19820/   21553 | consumed samples:      5073920 | consumed tokens:  10391388160 | elapsed time per iteration (s): 0.29 | learning rate: 2.291E-05 | global batch size:   256 | lm loss: 3.324614E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.833 | TFLOPs: 30.38 |
7:  iteration    19830/   21553 | consumed samples:      5076480 | consumed tokens:  10396631040 | elapsed time per iteration (s): 0.30 | learning rate: 2.288E-05 | global batch size:   256 | lm loss: 3.329067E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.090 | TFLOPs: 30.35 |
7:  iteration    19840/   21553 | consumed samples:      5079040 | consumed tokens:  10401873920 | elapsed time per iteration (s): 0.30 | learning rate: 2.285E-05 | global batch size:   256 | lm loss: 3.314830E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.296 | TFLOPs: 30.36 |
7:  iteration    19850/   21553 | consumed samples:      5081600 | consumed tokens:  10407116800 | elapsed time per iteration (s): 0.30 | learning rate: 2.281E-05 | global batch size:   256 | lm loss: 3.334995E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.435 | TFLOPs: 30.37 |
7:  iteration    19860/   21553 | consumed samples:      5084160 | consumed tokens:  10412359680 | elapsed time per iteration (s): 0.30 | learning rate: 2.278E-05 | global batch size:   256 | lm loss: 3.317490E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.475 | TFLOPs: 30.37 |
7:  iteration    19870/   21553 | consumed samples:      5086720 | consumed tokens:  10417602560 | elapsed time per iteration (s): 0.30 | learning rate: 2.275E-05 | global batch size:   256 | lm loss: 3.337336E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.547 | TFLOPs: 30.37 |
7:  iteration    19880/   21553 | consumed samples:      5089280 | consumed tokens:  10422845440 | elapsed time per iteration (s): 0.30 | learning rate: 2.272E-05 | global batch size:   256 | lm loss: 3.332633E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.615 | TFLOPs: 30.37 |
7:  iteration    19890/   21553 | consumed samples:      5091840 | consumed tokens:  10428088320 | elapsed time per iteration (s): 0.30 | learning rate: 2.268E-05 | global batch size:   256 | lm loss: 3.324821E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.411 | TFLOPs: 30.37 |
7:  iteration    19900/   21553 | consumed samples:      5094400 | consumed tokens:  10433331200 | elapsed time per iteration (s): 0.30 | learning rate: 2.265E-05 | global batch size:   256 | lm loss: 3.316204E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.120 | TFLOPs: 30.36 |
7:  iteration    19910/   21553 | consumed samples:      5096960 | consumed tokens:  10438574080 | elapsed time per iteration (s): 0.30 | learning rate: 2.262E-05 | global batch size:   256 | lm loss: 3.328940E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.669 | TFLOPs: 30.37 |
7:  iteration    19920/   21553 | consumed samples:      5099520 | consumed tokens:  10443816960 | elapsed time per iteration (s): 0.30 | learning rate: 2.259E-05 | global batch size:   256 | lm loss: 3.323186E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.107 | TFLOPs: 29.97 |
7:  iteration    19930/   21553 | consumed samples:      5102080 | consumed tokens:  10449059840 | elapsed time per iteration (s): 0.30 | learning rate: 2.256E-05 | global batch size:   256 | lm loss: 3.329744E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.592 | TFLOPs: 30.37 |
7:  iteration    19940/   21553 | consumed samples:      5104640 | consumed tokens:  10454302720 | elapsed time per iteration (s): 0.30 | learning rate: 2.253E-05 | global batch size:   256 | lm loss: 3.321219E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.307 | TFLOPs: 30.36 |
7:  iteration    19950/   21553 | consumed samples:      5107200 | consumed tokens:  10459545600 | elapsed time per iteration (s): 0.30 | learning rate: 2.250E-05 | global batch size:   256 | lm loss: 3.330051E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.044 | TFLOPs: 30.35 |
7:  iteration    19960/   21553 | consumed samples:      5109760 | consumed tokens:  10464788480 | elapsed time per iteration (s): 0.30 | learning rate: 2.246E-05 | global batch size:   256 | lm loss: 3.317528E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.185 | TFLOPs: 30.36 |
7:  iteration    19970/   21553 | consumed samples:      5112320 | consumed tokens:  10470031360 | elapsed time per iteration (s): 0.30 | learning rate: 2.243E-05 | global batch size:   256 | lm loss: 3.325367E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.326 | TFLOPs: 30.36 |
7:  iteration    19980/   21553 | consumed samples:      5114880 | consumed tokens:  10475274240 | elapsed time per iteration (s): 0.30 | learning rate: 2.240E-05 | global batch size:   256 | lm loss: 3.322165E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.277 | TFLOPs: 30.36 |
7:  iteration    19990/   21553 | consumed samples:      5117440 | consumed tokens:  10480517120 | elapsed time per iteration (s): 0.30 | learning rate: 2.237E-05 | global batch size:   256 | lm loss: 3.327494E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.002 | TFLOPs: 30.35 |
0: [2023-03-15 23:37:52,422] [INFO] [logging.py:68:log_dist] [Rank 0] step=20000, skipped=0, lr=[2.234259142486404e-05, 2.234259142486404e-05, 2.234259142486404e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    20000/   21553 | consumed samples:      5120000 | consumed tokens:  10485760000 | elapsed time per iteration (s): 0.29 | learning rate: 2.234E-05 | global batch size:   256 | lm loss: 3.334238E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.883 | TFLOPs: 30.38 |
0: steps: 20000 loss: 3.3419 iter time (s): 0.294 samples/sec: 870.996
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 20000 | lm loss value: 3.395210E+00 | lm loss PPL: 2.982090E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   20000 to checkpoints_146m14b400m
0: [2023-03-15 23:37:52,544] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step20000 is begin to save!
0: [2023-03-15 23:37:52,546] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step20000/layer_01-model_00-model_states.pt...
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0: [2023-03-15 23:37:52,854] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step20000/layer_19-model_00-model_states.pt...
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0: [2023-03-15 23:37:52,855] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step20000/mp_rank_00_model_states.pt
0: [2023-03-15 23:37:52,855] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step20000/mp_rank_00_model_states.pt...
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0: [2023-03-15 23:37:52,874] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step20000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:37:52,874] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step20000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
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4: [2023-03-15 23:37:52,874] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step20000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt...
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7: [2023-03-15 23:37:52,874] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step20000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt...
7: [2023-03-15 23:37:52,874] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step20000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
7: [2023-03-15 23:37:52,874] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step20000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt...
7: [2023-03-15 23:37:52,874] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step20000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt...
7: [2023-03-15 23:37:52,874] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step20000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:37:52,874] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step20000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
2: [2023-03-15 23:37:52,874] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step20000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt...
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2: [2023-03-15 23:37:52,874] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step20000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt...
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6: [2023-03-15 23:37:52,913] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step20000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt
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2: [2023-03-15 23:37:52,914] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now!
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5: [2023-03-15 23:37:52,914] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step20000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
5: [2023-03-15 23:37:52,914] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now!
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5: [2023-03-15 23:37:52,914] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step20000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
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2: [2023-03-15 23:37:52,923] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step20000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt.
2: [2023-03-15 23:37:52,923] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step20000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt
2: [2023-03-15 23:37:52,923] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now!
0:   successfully saved checkpoint at iteration   20000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 396.16
7:  iteration    20010/   21553 | consumed samples:      5122560 | consumed tokens:  10491002880 | elapsed time per iteration (s): 0.35 | learning rate: 2.231E-05 | global batch size:   256 | lm loss: 3.322594E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 739.709 | TFLOPs: 25.90 |
7:  iteration    20020/   21553 | consumed samples:      5125120 | consumed tokens:  10496245760 | elapsed time per iteration (s): 0.30 | learning rate: 2.228E-05 | global batch size:   256 | lm loss: 3.326508E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.791 | TFLOPs: 30.38 |
7:  iteration    20030/   21553 | consumed samples:      5127680 | consumed tokens:  10501488640 | elapsed time per iteration (s): 0.30 | learning rate: 2.225E-05 | global batch size:   256 | lm loss: 3.343577E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.401 | TFLOPs: 30.37 |
7:  iteration    20040/   21553 | consumed samples:      5130240 | consumed tokens:  10506731520 | elapsed time per iteration (s): 0.30 | learning rate: 2.222E-05 | global batch size:   256 | lm loss: 3.330257E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.026 | TFLOPs: 30.35 |
7:  iteration    20050/   21553 | consumed samples:      5132800 | consumed tokens:  10511974400 | elapsed time per iteration (s): 0.30 | learning rate: 2.219E-05 | global batch size:   256 | lm loss: 3.328035E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.064 | TFLOPs: 30.35 |
7:  iteration    20060/   21553 | consumed samples:      5135360 | consumed tokens:  10517217280 | elapsed time per iteration (s): 0.30 | learning rate: 2.217E-05 | global batch size:   256 | lm loss: 3.327913E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.727 | TFLOPs: 30.34 |
7:  iteration    20070/   21553 | consumed samples:      5137920 | consumed tokens:  10522460160 | elapsed time per iteration (s): 0.30 | learning rate: 2.214E-05 | global batch size:   256 | lm loss: 3.323818E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.479 | TFLOPs: 30.37 |
7:  iteration    20080/   21553 | consumed samples:      5140480 | consumed tokens:  10527703040 | elapsed time per iteration (s): 0.30 | learning rate: 2.211E-05 | global batch size:   256 | lm loss: 3.326447E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.617 | TFLOPs: 30.34 |
7:  iteration    20090/   21553 | consumed samples:      5143040 | consumed tokens:  10532945920 | elapsed time per iteration (s): 0.30 | learning rate: 2.208E-05 | global batch size:   256 | lm loss: 3.318015E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.679 | TFLOPs: 29.95 |
7:  iteration    20100/   21553 | consumed samples:      5145600 | consumed tokens:  10538188800 | elapsed time per iteration (s): 0.30 | learning rate: 2.205E-05 | global batch size:   256 | lm loss: 3.333198E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.142 | TFLOPs: 29.94 |
7:  iteration    20110/   21553 | consumed samples:      5148160 | consumed tokens:  10543431680 | elapsed time per iteration (s): 0.30 | learning rate: 2.202E-05 | global batch size:   256 | lm loss: 3.334446E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 861.687 | TFLOPs: 30.17 |
7:  iteration    20120/   21553 | consumed samples:      5150720 | consumed tokens:  10548674560 | elapsed time per iteration (s): 0.30 | learning rate: 2.200E-05 | global batch size:   256 | lm loss: 3.329248E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.934 | TFLOPs: 30.35 |
7:  iteration    20130/   21553 | consumed samples:      5153280 | consumed tokens:  10553917440 | elapsed time per iteration (s): 0.29 | learning rate: 2.197E-05 | global batch size:   256 | lm loss: 3.323758E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.893 | TFLOPs: 30.38 |
7:  iteration    20140/   21553 | consumed samples:      5155840 | consumed tokens:  10559160320 | elapsed time per iteration (s): 0.30 | learning rate: 2.194E-05 | global batch size:   256 | lm loss: 3.336021E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.667 | TFLOPs: 30.37 |
7:  iteration    20150/   21553 | consumed samples:      5158400 | consumed tokens:  10564403200 | elapsed time per iteration (s): 0.30 | learning rate: 2.191E-05 | global batch size:   256 | lm loss: 3.327206E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.397 | TFLOPs: 30.37 |
7:  iteration    20160/   21553 | consumed samples:      5160960 | consumed tokens:  10569646080 | elapsed time per iteration (s): 0.30 | learning rate: 2.189E-05 | global batch size:   256 | lm loss: 3.326743E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.772 | TFLOPs: 30.34 |
7:  iteration    20170/   21553 | consumed samples:      5163520 | consumed tokens:  10574888960 | elapsed time per iteration (s): 0.30 | learning rate: 2.186E-05 | global batch size:   256 | lm loss: 3.322427E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.587 | TFLOPs: 30.34 |
7:  iteration    20180/   21553 | consumed samples:      5166080 | consumed tokens:  10580131840 | elapsed time per iteration (s): 0.30 | learning rate: 2.183E-05 | global batch size:   256 | lm loss: 3.320496E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.930 | TFLOPs: 30.35 |
7:  iteration    20190/   21553 | consumed samples:      5168640 | consumed tokens:  10585374720 | elapsed time per iteration (s): 0.30 | learning rate: 2.181E-05 | global batch size:   256 | lm loss: 3.319238E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.549 | TFLOPs: 30.37 |
7:  iteration    20200/   21553 | consumed samples:      5171200 | consumed tokens:  10590617600 | elapsed time per iteration (s): 0.30 | learning rate: 2.178E-05 | global batch size:   256 | lm loss: 3.323322E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.063 | TFLOPs: 30.35 |
7:  iteration    20210/   21553 | consumed samples:      5173760 | consumed tokens:  10595860480 | elapsed time per iteration (s): 0.30 | learning rate: 2.175E-05 | global batch size:   256 | lm loss: 3.319641E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.180 | TFLOPs: 30.36 |
7:  iteration    20220/   21553 | consumed samples:      5176320 | consumed tokens:  10601103360 | elapsed time per iteration (s): 0.30 | learning rate: 2.173E-05 | global batch size:   256 | lm loss: 3.323224E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.156 | TFLOPs: 30.36 |
7:  iteration    20230/   21553 | consumed samples:      5178880 | consumed tokens:  10606346240 | elapsed time per iteration (s): 0.30 | learning rate: 2.170E-05 | global batch size:   256 | lm loss: 3.333181E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.574 | TFLOPs: 30.34 |
7:  iteration    20240/   21553 | consumed samples:      5181440 | consumed tokens:  10611589120 | elapsed time per iteration (s): 0.30 | learning rate: 2.168E-05 | global batch size:   256 | lm loss: 3.323763E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.671 | TFLOPs: 30.34 |
7:  iteration    20250/   21553 | consumed samples:      5184000 | consumed tokens:  10616832000 | elapsed time per iteration (s): 0.30 | learning rate: 2.165E-05 | global batch size:   256 | lm loss: 3.335435E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.268 | TFLOPs: 30.33 |
7:  iteration    20260/   21553 | consumed samples:      5186560 | consumed tokens:  10622074880 | elapsed time per iteration (s): 0.30 | learning rate: 2.163E-05 | global batch size:   256 | lm loss: 3.317233E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.716 | TFLOPs: 30.31 |
7:  iteration    20270/   21553 | consumed samples:      5189120 | consumed tokens:  10627317760 | elapsed time per iteration (s): 0.30 | learning rate: 2.160E-05 | global batch size:   256 | lm loss: 3.318031E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.460 | TFLOPs: 30.33 |
7:  iteration    20280/   21553 | consumed samples:      5191680 | consumed tokens:  10632560640 | elapsed time per iteration (s): 0.30 | learning rate: 2.158E-05 | global batch size:   256 | lm loss: 3.322083E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.979 | TFLOPs: 30.35 |
7:  iteration    20290/   21553 | consumed samples:      5194240 | consumed tokens:  10637803520 | elapsed time per iteration (s): 0.30 | learning rate: 2.155E-05 | global batch size:   256 | lm loss: 3.331129E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.750 | TFLOPs: 30.34 |
7:  iteration    20300/   21553 | consumed samples:      5196800 | consumed tokens:  10643046400 | elapsed time per iteration (s): 0.29 | learning rate: 2.153E-05 | global batch size:   256 | lm loss: 3.319123E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 868.113 | TFLOPs: 30.39 |
7:  iteration    20310/   21553 | consumed samples:      5199360 | consumed tokens:  10648289280 | elapsed time per iteration (s): 0.30 | learning rate: 2.150E-05 | global batch size:   256 | lm loss: 3.346157E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.631 | TFLOPs: 30.37 |
7:  iteration    20320/   21553 | consumed samples:      5201920 | consumed tokens:  10653532160 | elapsed time per iteration (s): 0.30 | learning rate: 2.148E-05 | global batch size:   256 | lm loss: 3.337366E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.762 | TFLOPs: 30.38 |
7:  iteration    20330/   21553 | consumed samples:      5204480 | consumed tokens:  10658775040 | elapsed time per iteration (s): 0.29 | learning rate: 2.146E-05 | global batch size:   256 | lm loss: 3.322702E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 868.338 | TFLOPs: 30.40 |
7:  iteration    20340/   21553 | consumed samples:      5207040 | consumed tokens:  10664017920 | elapsed time per iteration (s): 0.30 | learning rate: 2.143E-05 | global batch size:   256 | lm loss: 3.330511E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 857.276 | TFLOPs: 30.01 |
7:  iteration    20350/   21553 | consumed samples:      5209600 | consumed tokens:  10669260800 | elapsed time per iteration (s): 0.30 | learning rate: 2.141E-05 | global batch size:   256 | lm loss: 3.317970E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.779 | TFLOPs: 30.38 |
7:  iteration    20360/   21553 | consumed samples:      5212160 | consumed tokens:  10674503680 | elapsed time per iteration (s): 0.29 | learning rate: 2.138E-05 | global batch size:   256 | lm loss: 3.333100E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 868.047 | TFLOPs: 30.39 |
7:  iteration    20370/   21553 | consumed samples:      5214720 | consumed tokens:  10679746560 | elapsed time per iteration (s): 0.30 | learning rate: 2.136E-05 | global batch size:   256 | lm loss: 3.314009E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.674 | TFLOPs: 30.37 |
7:  iteration    20380/   21553 | consumed samples:      5217280 | consumed tokens:  10684989440 | elapsed time per iteration (s): 0.30 | learning rate: 2.134E-05 | global batch size:   256 | lm loss: 3.321816E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.758 | TFLOPs: 30.38 |
7:  iteration    20390/   21553 | consumed samples:      5219840 | consumed tokens:  10690232320 | elapsed time per iteration (s): 0.30 | learning rate: 2.132E-05 | global batch size:   256 | lm loss: 3.309981E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.478 | TFLOPs: 30.37 |
7:  iteration    20400/   21553 | consumed samples:      5222400 | consumed tokens:  10695475200 | elapsed time per iteration (s): 0.29 | learning rate: 2.129E-05 | global batch size:   256 | lm loss: 3.325583E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.863 | TFLOPs: 30.38 |
7:  iteration    20410/   21553 | consumed samples:      5224960 | consumed tokens:  10700718080 | elapsed time per iteration (s): 0.30 | learning rate: 2.127E-05 | global batch size:   256 | lm loss: 3.316386E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.147 | TFLOPs: 30.36 |
7:  iteration    20420/   21553 | consumed samples:      5227520 | consumed tokens:  10705960960 | elapsed time per iteration (s): 0.30 | learning rate: 2.125E-05 | global batch size:   256 | lm loss: 3.338100E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.343 | TFLOPs: 30.22 |
7:  iteration    20430/   21553 | consumed samples:      5230080 | consumed tokens:  10711203840 | elapsed time per iteration (s): 0.30 | learning rate: 2.123E-05 | global batch size:   256 | lm loss: 3.309671E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.498 | TFLOPs: 30.37 |
7:  iteration    20440/   21553 | consumed samples:      5232640 | consumed tokens:  10716446720 | elapsed time per iteration (s): 0.30 | learning rate: 2.121E-05 | global batch size:   256 | lm loss: 3.319368E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.957 | TFLOPs: 30.35 |
7:  iteration    20450/   21553 | consumed samples:      5235200 | consumed tokens:  10721689600 | elapsed time per iteration (s): 0.29 | learning rate: 2.118E-05 | global batch size:   256 | lm loss: 3.329919E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.876 | TFLOPs: 30.38 |
7:  iteration    20460/   21553 | consumed samples:      5237760 | consumed tokens:  10726932480 | elapsed time per iteration (s): 0.30 | learning rate: 2.116E-05 | global batch size:   256 | lm loss: 3.324172E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.508 | TFLOPs: 30.37 |
7:  iteration    20470/   21553 | consumed samples:      5240320 | consumed tokens:  10732175360 | elapsed time per iteration (s): 0.30 | learning rate: 2.114E-05 | global batch size:   256 | lm loss: 3.321635E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.382 | TFLOPs: 30.36 |
7:  iteration    20480/   21553 | consumed samples:      5242880 | consumed tokens:  10737418240 | elapsed time per iteration (s): 0.30 | learning rate: 2.112E-05 | global batch size:   256 | lm loss: 3.327581E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.569 | TFLOPs: 30.37 |
7:  iteration    20490/   21553 | consumed samples:      5245440 | consumed tokens:  10742661120 | elapsed time per iteration (s): 0.30 | learning rate: 2.110E-05 | global batch size:   256 | lm loss: 3.330787E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.857 | TFLOPs: 30.35 |
7:  iteration    20500/   21553 | consumed samples:      5248000 | consumed tokens:  10747904000 | elapsed time per iteration (s): 0.30 | learning rate: 2.108E-05 | global batch size:   256 | lm loss: 3.315451E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.603 | TFLOPs: 30.37 |
7:  iteration    20510/   21553 | consumed samples:      5250560 | consumed tokens:  10753146880 | elapsed time per iteration (s): 0.30 | learning rate: 2.106E-05 | global batch size:   256 | lm loss: 3.332514E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.596 | TFLOPs: 30.34 |
7:  iteration    20520/   21553 | consumed samples:      5253120 | consumed tokens:  10758389760 | elapsed time per iteration (s): 0.30 | learning rate: 2.104E-05 | global batch size:   256 | lm loss: 3.326302E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.519 | TFLOPs: 30.37 |
7:  iteration    20530/   21553 | consumed samples:      5255680 | consumed tokens:  10763632640 | elapsed time per iteration (s): 0.30 | learning rate: 2.102E-05 | global batch size:   256 | lm loss: 3.337781E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.861 | TFLOPs: 30.35 |
7:  iteration    20540/   21553 | consumed samples:      5258240 | consumed tokens:  10768875520 | elapsed time per iteration (s): 0.30 | learning rate: 2.100E-05 | global batch size:   256 | lm loss: 3.323280E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.788 | TFLOPs: 30.38 |
7:  iteration    20550/   21553 | consumed samples:      5260800 | consumed tokens:  10774118400 | elapsed time per iteration (s): 0.30 | learning rate: 2.098E-05 | global batch size:   256 | lm loss: 3.310209E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.015 | TFLOPs: 30.35 |
7:  iteration    20560/   21553 | consumed samples:      5263360 | consumed tokens:  10779361280 | elapsed time per iteration (s): 0.30 | learning rate: 2.096E-05 | global batch size:   256 | lm loss: 3.316238E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.453 | TFLOPs: 30.37 |
7:  iteration    20570/   21553 | consumed samples:      5265920 | consumed tokens:  10784604160 | elapsed time per iteration (s): 0.30 | learning rate: 2.094E-05 | global batch size:   256 | lm loss: 3.325202E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.781 | TFLOPs: 30.38 |
7:  iteration    20580/   21553 | consumed samples:      5268480 | consumed tokens:  10789847040 | elapsed time per iteration (s): 0.30 | learning rate: 2.092E-05 | global batch size:   256 | lm loss: 3.320283E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.681 | TFLOPs: 30.38 |
7:  iteration    20590/   21553 | consumed samples:      5271040 | consumed tokens:  10795089920 | elapsed time per iteration (s): 0.30 | learning rate: 2.090E-05 | global batch size:   256 | lm loss: 3.318835E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.325 | TFLOPs: 30.36 |
7:  iteration    20600/   21553 | consumed samples:      5273600 | consumed tokens:  10800332800 | elapsed time per iteration (s): 0.30 | learning rate: 2.088E-05 | global batch size:   256 | lm loss: 3.320189E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.795 | TFLOPs: 30.38 |
7:  iteration    20610/   21553 | consumed samples:      5276160 | consumed tokens:  10805575680 | elapsed time per iteration (s): 0.30 | learning rate: 2.087E-05 | global batch size:   256 | lm loss: 3.332173E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.254 | TFLOPs: 30.36 |
7:  iteration    20620/   21553 | consumed samples:      5278720 | consumed tokens:  10810818560 | elapsed time per iteration (s): 0.30 | learning rate: 2.085E-05 | global batch size:   256 | lm loss: 3.325997E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.466 | TFLOPs: 30.37 |
7:  iteration    20630/   21553 | consumed samples:      5281280 | consumed tokens:  10816061440 | elapsed time per iteration (s): 0.30 | learning rate: 2.083E-05 | global batch size:   256 | lm loss: 3.333016E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.935 | TFLOPs: 30.35 |
7:  iteration    20640/   21553 | consumed samples:      5283840 | consumed tokens:  10821304320 | elapsed time per iteration (s): 0.30 | learning rate: 2.081E-05 | global batch size:   256 | lm loss: 3.336179E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.097 | TFLOPs: 30.35 |
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7:  iteration    20980/   21553 | consumed samples:      5370880 | consumed tokens:  10999562240 | elapsed time per iteration (s): 0.30 | learning rate: 2.032E-05 | global batch size:   256 | lm loss: 3.318470E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.640 | TFLOPs: 30.27 |
7:  iteration    20990/   21553 | consumed samples:      5373440 | consumed tokens:  11004805120 | elapsed time per iteration (s): 0.30 | learning rate: 2.031E-05 | global batch size:   256 | lm loss: 3.310960E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.838 | TFLOPs: 30.28 |
7:  iteration    21000/   21553 | consumed samples:      5376000 | consumed tokens:  11010048000 | elapsed time per iteration (s): 0.30 | learning rate: 2.030E-05 | global batch size:   256 | lm loss: 3.328499E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.963 | TFLOPs: 29.93 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 21000 | lm loss value: 3.399482E+00 | lm loss PPL: 2.994858E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   21000 to checkpoints_146m14b400m
0: [2023-03-15 23:42:48,646] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step21000 is begin to save!
0: [2023-03-15 23:42:48,650] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21000/layer_01-model_00-model_states.pt...
0: [2023-03-15 23:42:48,735] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21000/layer_01-model_00-model_states.pt.
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0: [2023-03-15 23:42:48,752] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21000/layer_04-model_00-model_states.pt...
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0: [2023-03-15 23:42:48,767] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21000/layer_05-model_00-model_states.pt...
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0: [2023-03-15 23:42:48,840] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21000/layer_10-model_00-model_states.pt...
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0: [2023-03-15 23:42:48,855] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21000/layer_11-model_00-model_states.pt...
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0: [2023-03-15 23:42:48,899] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21000/layer_14-model_00-model_states.pt...
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0: [2023-03-15 23:42:48,929] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21000/layer_16-model_00-model_states.pt...
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0: [2023-03-15 23:42:48,958] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21000/layer_19-model_00-model_states.pt...
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0: [2023-03-15 23:42:48,960] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step21000/mp_rank_00_model_states.pt
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0: [2023-03-15 23:42:48,979] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:42:48,979] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:42:48,979] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:42:48,979] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:42:48,979] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:42:48,979] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
7: [2023-03-15 23:42:48,979] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
7: [2023-03-15 23:42:48,979] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt...
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7: [2023-03-15 23:42:49,013] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt
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7: [2023-03-15 23:42:49,014] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
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6: [2023-03-15 23:42:49,023] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-15 23:42:49,023] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
7: [2023-03-15 23:42:49,023] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:42:49,023] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-15 23:42:49,023] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
7: [2023-03-15 23:42:49,024] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:42:49,024] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
7: [2023-03-15 23:42:49,024] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
5: [2023-03-15 23:42:49,023] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
5: [2023-03-15 23:42:49,023] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-15 23:42:49,023] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
5: [2023-03-15 23:42:49,023] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
3: [2023-03-15 23:42:49,025] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt.
3: [2023-03-15 23:42:49,026] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt
3: [2023-03-15 23:42:49,026] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
3: [2023-03-15 23:42:49,027] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt.
3: [2023-03-15 23:42:49,027] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt
3: [2023-03-15 23:42:49,028] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
4: [2023-03-15 23:42:49,029] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt.
4: [2023-03-15 23:42:49,030] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
4: [2023-03-15 23:42:49,030] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
4: [2023-03-15 23:42:49,030] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt.
4: [2023-03-15 23:42:49,030] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt.
4: [2023-03-15 23:42:49,030] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt
4: [2023-03-15 23:42:49,030] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt.
4: [2023-03-15 23:42:49,030] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt.
4: [2023-03-15 23:42:49,030] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt
4: [2023-03-15 23:42:49,030] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
4: [2023-03-15 23:42:49,030] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
4: [2023-03-15 23:42:49,030] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-15 23:42:49,030] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
4: [2023-03-15 23:42:49,031] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
4: [2023-03-15 23:42:49,031] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
0: [2023-03-15 23:42:49,036] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 23:42:49,037] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
0:   successfully saved checkpoint at iteration   21000 to checkpoints_146m14b400m
7: time (ms) | save-checkpoint: 399.87
7:  iteration    21010/   21553 | consumed samples:      5378560 | consumed tokens:  11015290880 | elapsed time per iteration (s): 0.35 | learning rate: 2.029E-05 | global batch size:   256 | lm loss: 3.307269E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 741.460 | TFLOPs: 25.96 |
7:  iteration    21020/   21553 | consumed samples:      5381120 | consumed tokens:  11020533760 | elapsed time per iteration (s): 0.30 | learning rate: 2.028E-05 | global batch size:   256 | lm loss: 3.339508E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.397 | TFLOPs: 30.30 |
7:  iteration    21030/   21553 | consumed samples:      5383680 | consumed tokens:  11025776640 | elapsed time per iteration (s): 0.30 | learning rate: 2.027E-05 | global batch size:   256 | lm loss: 3.334715E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.337 | TFLOPs: 30.26 |
7:  iteration    21040/   21553 | consumed samples:      5386240 | consumed tokens:  11031019520 | elapsed time per iteration (s): 0.30 | learning rate: 2.026E-05 | global batch size:   256 | lm loss: 3.313143E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 852.556 | TFLOPs: 29.85 |
7:  iteration    21050/   21553 | consumed samples:      5388800 | consumed tokens:  11036262400 | elapsed time per iteration (s): 0.30 | learning rate: 2.025E-05 | global batch size:   256 | lm loss: 3.326121E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.445 | TFLOPs: 30.23 |
7:  iteration    21060/   21553 | consumed samples:      5391360 | consumed tokens:  11041505280 | elapsed time per iteration (s): 0.30 | learning rate: 2.024E-05 | global batch size:   256 | lm loss: 3.317110E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.857 | TFLOPs: 30.24 |
7:  iteration    21070/   21553 | consumed samples:      5393920 | consumed tokens:  11046748160 | elapsed time per iteration (s): 0.30 | learning rate: 2.023E-05 | global batch size:   256 | lm loss: 3.315002E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.887 | TFLOPs: 30.28 |
7:  iteration    21080/   21553 | consumed samples:      5396480 | consumed tokens:  11051991040 | elapsed time per iteration (s): 0.30 | learning rate: 2.022E-05 | global batch size:   256 | lm loss: 3.320123E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.189 | TFLOPs: 30.29 |
7:  iteration    21090/   21553 | consumed samples:      5399040 | consumed tokens:  11057233920 | elapsed time per iteration (s): 0.30 | learning rate: 2.021E-05 | global batch size:   256 | lm loss: 3.307748E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.210 | TFLOPs: 30.29 |
7:  iteration    21100/   21553 | consumed samples:      5401600 | consumed tokens:  11062476800 | elapsed time per iteration (s): 0.30 | learning rate: 2.020E-05 | global batch size:   256 | lm loss: 3.322266E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 859.832 | TFLOPs: 30.10 |
7:  iteration    21110/   21553 | consumed samples:      5404160 | consumed tokens:  11067719680 | elapsed time per iteration (s): 0.30 | learning rate: 2.019E-05 | global batch size:   256 | lm loss: 3.318166E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.426 | TFLOPs: 30.23 |
7:  iteration    21120/   21553 | consumed samples:      5406720 | consumed tokens:  11072962560 | elapsed time per iteration (s): 0.30 | learning rate: 2.018E-05 | global batch size:   256 | lm loss: 3.315257E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.476 | TFLOPs: 30.30 |
7:  iteration    21130/   21553 | consumed samples:      5409280 | consumed tokens:  11078205440 | elapsed time per iteration (s): 0.30 | learning rate: 2.017E-05 | global batch size:   256 | lm loss: 3.316971E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.231 | TFLOPs: 30.32 |
7:  iteration    21140/   21553 | consumed samples:      5411840 | consumed tokens:  11083448320 | elapsed time per iteration (s): 0.30 | learning rate: 2.017E-05 | global batch size:   256 | lm loss: 3.314141E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.999 | TFLOPs: 30.35 |
7:  iteration    21150/   21553 | consumed samples:      5414400 | consumed tokens:  11088691200 | elapsed time per iteration (s): 0.30 | learning rate: 2.016E-05 | global batch size:   256 | lm loss: 3.309163E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.348 | TFLOPs: 30.33 |
7:  iteration    21160/   21553 | consumed samples:      5416960 | consumed tokens:  11093934080 | elapsed time per iteration (s): 0.30 | learning rate: 2.015E-05 | global batch size:   256 | lm loss: 3.318587E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.779 | TFLOPs: 30.34 |
7:  iteration    21170/   21553 | consumed samples:      5419520 | consumed tokens:  11099176960 | elapsed time per iteration (s): 0.30 | learning rate: 2.014E-05 | global batch size:   256 | lm loss: 3.312789E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 856.690 | TFLOPs: 29.99 |
7:  iteration    21180/   21553 | consumed samples:      5422080 | consumed tokens:  11104419840 | elapsed time per iteration (s): 0.30 | learning rate: 2.014E-05 | global batch size:   256 | lm loss: 3.336635E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.790 | TFLOPs: 30.34 |
7:  iteration    21190/   21553 | consumed samples:      5424640 | consumed tokens:  11109662720 | elapsed time per iteration (s): 0.30 | learning rate: 2.013E-05 | global batch size:   256 | lm loss: 3.329488E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.608 | TFLOPs: 30.34 |
7:  iteration    21200/   21553 | consumed samples:      5427200 | consumed tokens:  11114905600 | elapsed time per iteration (s): 0.30 | learning rate: 2.012E-05 | global batch size:   256 | lm loss: 3.326316E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.117 | TFLOPs: 30.36 |
7:  iteration    21210/   21553 | consumed samples:      5429760 | consumed tokens:  11120148480 | elapsed time per iteration (s): 0.30 | learning rate: 2.011E-05 | global batch size:   256 | lm loss: 3.324976E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.283 | TFLOPs: 30.36 |
7:  iteration    21220/   21553 | consumed samples:      5432320 | consumed tokens:  11125391360 | elapsed time per iteration (s): 0.30 | learning rate: 2.011E-05 | global batch size:   256 | lm loss: 3.324488E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 867.163 | TFLOPs: 30.36 |
7:  iteration    21230/   21553 | consumed samples:      5434880 | consumed tokens:  11130634240 | elapsed time per iteration (s): 0.30 | learning rate: 2.010E-05 | global batch size:   256 | lm loss: 3.337852E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.959 | TFLOPs: 30.35 |
7:  iteration    21240/   21553 | consumed samples:      5437440 | consumed tokens:  11135877120 | elapsed time per iteration (s): 0.30 | learning rate: 2.010E-05 | global batch size:   256 | lm loss: 3.324967E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.815 | TFLOPs: 30.31 |
7:  iteration    21250/   21553 | consumed samples:      5440000 | consumed tokens:  11141120000 | elapsed time per iteration (s): 0.30 | learning rate: 2.009E-05 | global batch size:   256 | lm loss: 3.330643E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.035 | TFLOPs: 30.28 |
7:  iteration    21260/   21553 | consumed samples:      5442560 | consumed tokens:  11146362880 | elapsed time per iteration (s): 0.30 | learning rate: 2.008E-05 | global batch size:   256 | lm loss: 3.312510E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 845.765 | TFLOPs: 29.61 |
7:  iteration    21270/   21553 | consumed samples:      5445120 | consumed tokens:  11151605760 | elapsed time per iteration (s): 0.30 | learning rate: 2.008E-05 | global batch size:   256 | lm loss: 3.329166E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.745 | TFLOPs: 30.27 |
7:  iteration    21280/   21553 | consumed samples:      5447680 | consumed tokens:  11156848640 | elapsed time per iteration (s): 0.30 | learning rate: 2.007E-05 | global batch size:   256 | lm loss: 3.336205E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.917 | TFLOPs: 30.31 |
7:  iteration    21290/   21553 | consumed samples:      5450240 | consumed tokens:  11162091520 | elapsed time per iteration (s): 0.30 | learning rate: 2.007E-05 | global batch size:   256 | lm loss: 3.314412E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.136 | TFLOPs: 30.32 |
7:  iteration    21300/   21553 | consumed samples:      5452800 | consumed tokens:  11167334400 | elapsed time per iteration (s): 0.30 | learning rate: 2.006E-05 | global batch size:   256 | lm loss: 3.326742E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.940 | TFLOPs: 30.31 |
7:  iteration    21310/   21553 | consumed samples:      5455360 | consumed tokens:  11172577280 | elapsed time per iteration (s): 0.30 | learning rate: 2.006E-05 | global batch size:   256 | lm loss: 3.326081E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.070 | TFLOPs: 30.32 |
7:  iteration    21320/   21553 | consumed samples:      5457920 | consumed tokens:  11177820160 | elapsed time per iteration (s): 0.30 | learning rate: 2.005E-05 | global batch size:   256 | lm loss: 3.315800E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.738 | TFLOPs: 30.31 |
7:  iteration    21330/   21553 | consumed samples:      5460480 | consumed tokens:  11183063040 | elapsed time per iteration (s): 0.30 | learning rate: 2.005E-05 | global batch size:   256 | lm loss: 3.328609E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.848 | TFLOPs: 30.31 |
7:  iteration    21340/   21553 | consumed samples:      5463040 | consumed tokens:  11188305920 | elapsed time per iteration (s): 0.30 | learning rate: 2.004E-05 | global batch size:   256 | lm loss: 3.325352E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 849.227 | TFLOPs: 29.73 |
7:  iteration    21350/   21553 | consumed samples:      5465600 | consumed tokens:  11193548800 | elapsed time per iteration (s): 0.30 | learning rate: 2.004E-05 | global batch size:   256 | lm loss: 3.305293E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 855.000 | TFLOPs: 29.93 |
7:  iteration    21360/   21553 | consumed samples:      5468160 | consumed tokens:  11198791680 | elapsed time per iteration (s): 0.30 | learning rate: 2.004E-05 | global batch size:   256 | lm loss: 3.311319E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.712 | TFLOPs: 30.34 |
7:  iteration    21370/   21553 | consumed samples:      5470720 | consumed tokens:  11204034560 | elapsed time per iteration (s): 0.30 | learning rate: 2.003E-05 | global batch size:   256 | lm loss: 3.321230E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.400 | TFLOPs: 30.33 |
7:  iteration    21380/   21553 | consumed samples:      5473280 | consumed tokens:  11209277440 | elapsed time per iteration (s): 0.30 | learning rate: 2.003E-05 | global batch size:   256 | lm loss: 3.311704E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 866.348 | TFLOPs: 30.33 |
7:  iteration    21390/   21553 | consumed samples:      5475840 | consumed tokens:  11214520320 | elapsed time per iteration (s): 0.30 | learning rate: 2.003E-05 | global batch size:   256 | lm loss: 3.303593E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.890 | TFLOPs: 30.28 |
7:  iteration    21400/   21553 | consumed samples:      5478400 | consumed tokens:  11219763200 | elapsed time per iteration (s): 0.30 | learning rate: 2.002E-05 | global batch size:   256 | lm loss: 3.316751E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.560 | TFLOPs: 30.27 |
7:  iteration    21410/   21553 | consumed samples:      5480960 | consumed tokens:  11225006080 | elapsed time per iteration (s): 0.30 | learning rate: 2.002E-05 | global batch size:   256 | lm loss: 3.319013E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.845 | TFLOPs: 30.28 |
7:  iteration    21420/   21553 | consumed samples:      5483520 | consumed tokens:  11230248960 | elapsed time per iteration (s): 0.30 | learning rate: 2.002E-05 | global batch size:   256 | lm loss: 3.309489E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.443 | TFLOPs: 30.26 |
7:  iteration    21430/   21553 | consumed samples:      5486080 | consumed tokens:  11235491840 | elapsed time per iteration (s): 0.30 | learning rate: 2.001E-05 | global batch size:   256 | lm loss: 3.318814E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.651 | TFLOPs: 30.27 |
7:  iteration    21440/   21553 | consumed samples:      5488640 | consumed tokens:  11240734720 | elapsed time per iteration (s): 0.30 | learning rate: 2.001E-05 | global batch size:   256 | lm loss: 3.316829E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 859.333 | TFLOPs: 30.08 |
7:  iteration    21450/   21553 | consumed samples:      5491200 | consumed tokens:  11245977600 | elapsed time per iteration (s): 0.30 | learning rate: 2.001E-05 | global batch size:   256 | lm loss: 3.312959E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.082 | TFLOPs: 30.25 |
7:  iteration    21460/   21553 | consumed samples:      5493760 | consumed tokens:  11251220480 | elapsed time per iteration (s): 0.30 | learning rate: 2.001E-05 | global batch size:   256 | lm loss: 3.333682E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 863.678 | TFLOPs: 30.23 |
7:  iteration    21470/   21553 | consumed samples:      5496320 | consumed tokens:  11256463360 | elapsed time per iteration (s): 0.30 | learning rate: 2.001E-05 | global batch size:   256 | lm loss: 3.318211E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 865.168 | TFLOPs: 30.29 |
7:  iteration    21480/   21553 | consumed samples:      5498880 | consumed tokens:  11261706240 | elapsed time per iteration (s): 0.30 | learning rate: 2.001E-05 | global batch size:   256 | lm loss: 3.320555E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.966 | TFLOPs: 30.28 |
7:  iteration    21490/   21553 | consumed samples:      5501440 | consumed tokens:  11266949120 | elapsed time per iteration (s): 0.30 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.316414E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.594 | TFLOPs: 30.27 |
7:  iteration    21500/   21553 | consumed samples:      5504000 | consumed tokens:  11272192000 | elapsed time per iteration (s): 0.30 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.321302E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.500 | TFLOPs: 30.26 |
7:  iteration    21510/   21553 | consumed samples:      5506560 | consumed tokens:  11277434880 | elapsed time per iteration (s): 0.30 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.308045E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.222 | TFLOPs: 30.25 |
7:  iteration    21520/   21553 | consumed samples:      5509120 | consumed tokens:  11282677760 | elapsed time per iteration (s): 0.30 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.312255E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 858.492 | TFLOPs: 30.05 |
7:  iteration    21530/   21553 | consumed samples:      5511680 | consumed tokens:  11287920640 | elapsed time per iteration (s): 0.30 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.316533E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.827 | TFLOPs: 30.28 |
7:  iteration    21540/   21553 | consumed samples:      5514240 | consumed tokens:  11293163520 | elapsed time per iteration (s): 0.30 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.314410E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 854.321 | TFLOPs: 29.91 |
7:  iteration    21550/   21553 | consumed samples:      5516800 | consumed tokens:  11298406400 | elapsed time per iteration (s): 0.30 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.325451E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 864.251 | TFLOPs: 30.26 |
0: [after training is done] datetime: 2023-03-15 23:45:32 
0: saving checkpoint at iteration   21553 to checkpoints_146m14b400m
7: -----------------------------------------------------------------------------------------------------------------
7: validation loss at the end of training for val data | lm loss value: 3.403816E+00 | lm loss PPL: 3.007868E+01 | 
7: -----------------------------------------------------------------------------------------------------------------
0: [2023-03-15 23:45:33,061] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step21553 is begin to save!
0: [2023-03-15 23:45:33,064] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21553/layer_01-model_00-model_states.pt...
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0: [2023-03-15 23:45:33,313] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21553/layer_14-model_00-model_states.pt...
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0: [2023-03-15 23:45:33,374] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m14b400m/global_step21553/mp_rank_00_model_states.pt
0: [2023-03-15 23:45:33,374] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21553/mp_rank_00_model_states.pt...
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0: [2023-03-15 23:45:33,393] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:45:33,393] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
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0: [2023-03-15 23:45:33,393] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:45:33,393] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
0: [2023-03-15 23:45:33,393] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
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3: [2023-03-15 23:45:33,393] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt...
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1: [2023-03-15 23:45:33,435] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
1: [2023-03-15 23:45:33,435] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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6: [2023-03-15 23:45:33,435] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt
6: [2023-03-15 23:45:33,435] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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1: [2023-03-15 23:45:33,435] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
1: [2023-03-15 23:45:33,435] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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6: [2023-03-15 23:45:33,435] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-15 23:45:33,436] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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1: [2023-03-15 23:45:33,436] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
1: [2023-03-15 23:45:33,436] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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2: [2023-03-15 23:45:33,436] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt
2: [2023-03-15 23:45:33,436] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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7: [2023-03-15 23:45:33,437] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt
7: [2023-03-15 23:45:33,437] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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1: [2023-03-15 23:45:33,437] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
1: [2023-03-15 23:45:33,438] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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1: [2023-03-15 23:45:33,438] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
1: [2023-03-15 23:45:33,438] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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1: [2023-03-15 23:45:33,438] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-15 23:45:33,438] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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7: [2023-03-15 23:45:33,439] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt.
7: [2023-03-15 23:45:33,439] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-15 23:45:33,439] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
7: [2023-03-15 23:45:33,439] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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4: [2023-03-15 23:45:33,441] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
4: [2023-03-15 23:45:33,441] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt.
4: [2023-03-15 23:45:33,441] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt.
4: [2023-03-15 23:45:33,441] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt
6: [2023-03-15 23:45:33,441] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
4: [2023-03-15 23:45:33,441] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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6: [2023-03-15 23:45:33,441] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:45:33,441] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt.
6: [2023-03-15 23:45:33,441] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
4: [2023-03-15 23:45:33,441] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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6: [2023-03-15 23:45:33,441] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
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4: [2023-03-15 23:45:33,441] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt
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3: [2023-03-15 23:45:33,441] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt
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4: [2023-03-15 23:45:33,442] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt.
4: [2023-03-15 23:45:33,442] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt.
4: [2023-03-15 23:45:33,442] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt.
4: [2023-03-15 23:45:33,442] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt
4: [2023-03-15 23:45:33,442] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt
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4: [2023-03-15 23:45:33,442] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
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5: [2023-03-15 23:45:33,435] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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5: [2023-03-15 23:45:33,435] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-15 23:45:33,435] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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5: [2023-03-15 23:45:33,435] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-15 23:45:33,435] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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5: [2023-03-15 23:45:33,435] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
5: [2023-03-15 23:45:33,435] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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5: [2023-03-15 23:45:33,438] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
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0: [2023-03-15 23:45:33,446] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt
0: [2023-03-15 23:45:33,446] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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2: [2023-03-15 23:45:33,446] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt.
2: [2023-03-15 23:45:33,446] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt.
2: [2023-03-15 23:45:33,446] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt
2: [2023-03-15 23:45:33,446] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
2: [2023-03-15 23:45:33,446] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
2: [2023-03-15 23:45:33,446] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
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0: [2023-03-15 23:45:33,457] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m14b400m/global_step21553/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-15 23:45:33,457] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21553 is ready now!
0:   successfully saved checkpoint at iteration   21553 to checkpoints_146m14b400m
END 3318392: Wed 15 Mar 2023 11:45:49 PM EET