| 2024-09-16 18:20:41,469 INFO MainThread:1120321 [wandb_setup.py:_flush():77] Current SDK version is 0.17.9 | |
| 2024-09-16 18:20:41,469 INFO MainThread:1120321 [wandb_setup.py:_flush():77] Configure stats pid to 1120321 | |
| 2024-09-16 18:20:41,469 INFO MainThread:1120321 [wandb_setup.py:_flush():77] Loading settings from /homes/amrufai/.config/wandb/settings | |
| 2024-09-16 18:20:41,469 INFO MainThread:1120321 [wandb_setup.py:_flush():77] Loading settings from /nfs/production/literature/amina-mardiyyah/wandb/settings | |
| 2024-09-16 18:20:41,469 INFO MainThread:1120321 [wandb_setup.py:_flush():77] Loading settings from environment variables: {} | |
| 2024-09-16 18:20:41,469 INFO MainThread:1120321 [wandb_setup.py:_flush():77] Inferring run settings from compute environment: {'program': '<python with no main file>'} | |
| 2024-09-16 18:20:41,469 INFO MainThread:1120321 [wandb_setup.py:_flush():77] Applying login settings: {} | |
| 2024-09-16 18:20:41,469 INFO MainThread:1120321 [wandb_setup.py:_flush():77] Applying login settings: {} | |
| 2024-09-16 18:20:41,469 INFO MainThread:1120321 [wandb_init.py:_log_setup():524] Logging user logs to /nfs/production/literature/amina-mardiyyah/NER/ewc_stabilised/wandb/run-20240916_182041-ye308qxr/logs/debug.log | |
| 2024-09-16 18:20:41,470 INFO MainThread:1120321 [wandb_init.py:_log_setup():525] Logging internal logs to /nfs/production/literature/amina-mardiyyah/NER/ewc_stabilised/wandb/run-20240916_182041-ye308qxr/logs/debug-internal.log | |
| 2024-09-16 18:20:41,470 INFO MainThread:1120321 [wandb_init.py:_jupyter_setup():470] configuring jupyter hooks <wandb.sdk.wandb_init._WandbInit object at 0x7f39d0d93210> | |
| 2024-09-16 18:20:41,470 INFO MainThread:1120321 [wandb_init.py:init():608] calling init triggers | |
| 2024-09-16 18:20:41,470 INFO MainThread:1120321 [wandb_init.py:init():615] wandb.init called with sweep_config: {} | |
| config: {} | |
| 2024-09-16 18:20:41,470 INFO MainThread:1120321 [wandb_init.py:init():658] starting backend | |
| 2024-09-16 18:20:41,470 INFO MainThread:1120321 [wandb_init.py:init():662] setting up manager | |
| 2024-09-16 18:20:41,472 INFO MainThread:1120321 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn | |
| 2024-09-16 18:20:41,477 INFO MainThread:1120321 [wandb_init.py:init():670] backend started and connected | |
| 2024-09-16 18:20:41,486 INFO MainThread:1120321 [wandb_run.py:_label_probe_notebook():1344] probe notebook | |
| 2024-09-16 18:20:41,488 INFO MainThread:1120321 [wandb_run.py:_label_probe_notebook():1354] Unable to probe notebook: 'NoneType' object has no attribute 'get' | |
| 2024-09-16 18:20:41,488 INFO MainThread:1120321 [wandb_init.py:init():768] updated telemetry | |
| 2024-09-16 18:20:41,499 INFO MainThread:1120321 [wandb_init.py:init():801] communicating run to backend with 90.0 second timeout | |
| 2024-09-16 18:20:41,903 INFO MainThread:1120321 [wandb_init.py:init():852] starting run threads in backend | |
| 2024-09-16 18:20:42,871 INFO MainThread:1120321 [wandb_run.py:_console_start():2465] atexit reg | |
| 2024-09-16 18:20:42,872 INFO MainThread:1120321 [wandb_run.py:_redirect():2311] redirect: wrap_raw | |
| 2024-09-16 18:20:42,873 INFO MainThread:1120321 [wandb_run.py:_redirect():2376] Wrapping output streams. | |
| 2024-09-16 18:20:42,873 INFO MainThread:1120321 [wandb_run.py:_redirect():2401] Redirects installed. | |
| 2024-09-16 18:20:42,881 INFO MainThread:1120321 [wandb_init.py:init():895] run started, returning control to user process | |
| 2024-09-16 18:20:42,888 INFO MainThread:1120321 [jupyter.py:save_ipynb():372] not saving jupyter notebook | |
| 2024-09-16 18:20:42,888 INFO MainThread:1120321 [wandb_init.py:_pause_backend():435] pausing backend | |
| 2024-09-16 18:22:30,477 INFO MainThread:1120321 [wandb_init.py:_resume_backend():440] resuming backend | |
| 2024-09-16 18:22:30,484 INFO MainThread:1120321 [jupyter.py:save_ipynb():372] not saving jupyter notebook | |
| 2024-09-16 18:22:30,484 INFO MainThread:1120321 [wandb_init.py:_pause_backend():435] pausing backend | |
| 2024-09-16 18:24:04,645 INFO MainThread:1120321 [wandb_init.py:_resume_backend():440] resuming backend | |
| 2024-09-16 18:24:04,650 INFO MainThread:1120321 [jupyter.py:save_ipynb():372] not saving jupyter notebook | |
| 2024-09-16 18:24:04,650 INFO MainThread:1120321 [wandb_init.py:_pause_backend():435] pausing backend | |
| 2024-09-16 18:24:11,088 INFO MainThread:1120321 [wandb_init.py:_resume_backend():440] resuming backend | |
| 2024-09-16 18:24:11,158 INFO MainThread:1120321 [jupyter.py:save_ipynb():372] not saving jupyter notebook | |
| 2024-09-16 18:24:11,158 INFO MainThread:1120321 [wandb_init.py:_pause_backend():435] pausing backend | |
| 2024-09-16 18:24:14,909 INFO MainThread:1120321 [wandb_init.py:_resume_backend():440] resuming backend | |
| 2024-09-16 18:24:14,916 INFO MainThread:1120321 [jupyter.py:save_ipynb():372] not saving jupyter notebook | |
| 2024-09-16 18:24:14,916 INFO MainThread:1120321 [wandb_init.py:_pause_backend():435] pausing backend | |
| 2024-09-16 18:25:16,270 INFO MainThread:1120321 [wandb_init.py:_resume_backend():440] resuming backend | |
| 2024-09-16 18:25:23,022 INFO MainThread:1120321 [wandb_run.py:_config_callback():1392] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float32', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['XLMRobertaForTokenClassification'], 'finetuning_task': None, 'id2label': {0: 'O', 1: 'B-DATE', 2: 'I-DATE', 3: 'B-PER', 4: 'I-PER', 5: 'B-ORG', 6: 'I-ORG', 7: 'B-LOC', 8: 'I-LOC'}, 'label2id': {'B-DATE': 1, 'B-LOC': 7, 'B-ORG': 5, 'B-PER': 3, 'I-DATE': 2, 'I-LOC': 8, 'I-ORG': 6, 'I-PER': 4, 'O': 0}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': 0, 'pad_token_id': 1, 'eos_token_id': 2, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'masakhane/afroxlmr-large-ner-masakhaner-1.0_2.0', 'transformers_version': '4.43.4', 'adapters': {'adapters': {}, 'config_map': {}, 'fusion_config_map': {}, 'fusions': {}}, 'gradient_checkpointing': False, 'model_type': 'xlm-roberta', 'output_past': True, 'vocab_size': 250002, 'hidden_size': 1024, 'num_hidden_layers': 24, 'num_attention_heads': 16, 'hidden_act': 'gelu', 'intermediate_size': 4096, 'hidden_dropout_prob': 0.1, 'attention_probs_dropout_prob': 0.1, 'max_position_embeddings': 514, 'type_vocab_size': 1, 'initializer_range': 0.02, 'layer_norm_eps': 1e-05, 'position_embedding_type': 'absolute', 'use_cache': True, 'classifier_dropout': None, 'output_dir': '/nfs/production/literature/amina-mardiyyah/NER/ewc_stabilised', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'eval_strategy': 'epoch', 'prediction_loss_only': False, 'per_device_train_batch_size': 16, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 4, 'eval_accumulation_steps': None, 'eval_delay': 0, 'torch_empty_cache_steps': None, 'learning_rate': 2e-05, 'weight_decay': 0.01, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 5, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.0, 'warmup_steps': 1000, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/nfs/production/literature/amina-mardiyyah/NER/ewc_stabilised/logs', 'logging_strategy': 'epoch', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'epoch', 'save_steps': 500, 'save_total_limit': 2, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'restore_callback_states_from_checkpoint': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 3407, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': None, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': '/nfs/production/literature/amina-mardiyyah/NER/ewc_stabilised', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': True, 'metric_for_best_model': 'eval_f1', 'greater_is_better': True, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': True, 'length_column_name': 'length', 'report_to': ['wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': False, 'hub_always_push': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'evaluation_strategy': None, 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'eval_use_gather_object': False} | |
| 2024-09-16 18:25:23,024 INFO MainThread:1120321 [wandb_config.py:__setitem__():154] config set model/num_parameters = 558850057 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7f3ae7ac3410>> | |
| 2024-09-16 18:25:23,025 INFO MainThread:1120321 [wandb_run.py:_config_callback():1392] config_cb model/num_parameters 558850057 None | |
| 2024-09-16 19:06:54,766 INFO MainThread:1120321 [jupyter.py:save_ipynb():372] not saving jupyter notebook | |
| 2024-09-16 19:06:54,766 INFO MainThread:1120321 [wandb_init.py:_pause_backend():435] pausing backend | |
| 2024-09-16 19:07:02,732 INFO MainThread:1120321 [wandb_init.py:_resume_backend():440] resuming backend | |
| 2024-09-16 19:07:02,738 INFO MainThread:1120321 [jupyter.py:save_ipynb():372] not saving jupyter notebook | |
| 2024-09-16 19:07:02,738 INFO MainThread:1120321 [wandb_init.py:_pause_backend():435] pausing backend | |
| 2024-09-16 19:07:21,411 INFO MainThread:1120321 [wandb_init.py:_resume_backend():440] resuming backend | |
| 2024-09-16 19:07:21,531 INFO MainThread:1120321 [jupyter.py:save_ipynb():372] not saving jupyter notebook | |
| 2024-09-16 19:07:21,531 INFO MainThread:1120321 [wandb_init.py:_pause_backend():435] pausing backend | |
| 2024-09-16 19:08:43,069 INFO MainThread:1120321 [wandb_init.py:_resume_backend():440] resuming backend | |