End of training
Browse files- README.md +54 -0
- model.safetensors +1 -1
- runs/Dec21_04-04-18_c79b7fd35412/events.out.tfevents.1703131459.c79b7fd35412.42.0 +2 -2
- runs/Dec21_04-04-18_c79b7fd35412/events.out.tfevents.1703132018.c79b7fd35412.42.1 +3 -0
- wandb/debug-internal.log +98 -0
- wandb/debug.log +6 -0
- wandb/run-20231221_040446-s5p2d29k/files/config.yaml +20 -0
- wandb/run-20231221_040446-s5p2d29k/files/output.log +1 -0
- wandb/run-20231221_040446-s5p2d29k/files/wandb-summary.json +1 -1
- wandb/run-20231221_040446-s5p2d29k/logs/debug-internal.log +98 -0
- wandb/run-20231221_040446-s5p2d29k/logs/debug.log +6 -0
- wandb/run-20231221_040446-s5p2d29k/run-s5p2d29k.wandb +0 -0
README.md
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---
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license: apache-2.0
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base_model: distilroberta-base
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tags:
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- generated_from_trainer
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model-index:
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- name: working
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# working
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This model is a fine-tuned version of [distilroberta-base](https://huggingface.co/distilroberta-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.0049
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 3
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### Training results
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### Framework versions
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- Transformers 4.37.0.dev0
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- Pytorch 2.0.0
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- Datasets 2.1.0
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- Tokenizers 0.15.0
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+
2023-12-21 04:13:48,921 INFO SystemMonitor:1204 [interfaces.py:start():190] Started cpu monitoring
|
| 361 |
+
2023-12-21 04:13:48,921 INFO SystemMonitor:1204 [interfaces.py:start():190] Started disk monitoring
|
| 362 |
+
2023-12-21 04:13:48,922 INFO SystemMonitor:1204 [interfaces.py:start():190] Started gpu monitoring
|
| 363 |
+
2023-12-21 04:13:48,923 INFO SystemMonitor:1204 [interfaces.py:start():190] Started memory monitoring
|
| 364 |
+
2023-12-21 04:13:48,926 INFO SystemMonitor:1204 [interfaces.py:start():190] Started network monitoring
|
| 365 |
+
2023-12-21 04:13:53,018 DEBUG HandlerThread:1204 [handler.py:handle_request():146] handle_request: keepalive
|
| 366 |
+
2023-12-21 04:13:53,090 DEBUG HandlerThread:1204 [handler.py:handle_request():146] handle_request: status_report
|
| 367 |
+
2023-12-21 04:13:58,019 DEBUG HandlerThread:1204 [handler.py:handle_request():146] handle_request: keepalive
|
| 368 |
+
2023-12-21 04:13:58,091 DEBUG HandlerThread:1204 [handler.py:handle_request():146] handle_request: status_report
|
wandb/debug.log
CHANGED
|
@@ -28,3 +28,9 @@ config: {}
|
|
| 28 |
2023-12-21 04:05:17,498 INFO MainThread:42 [wandb_run.py:_redirect():2178] Redirects installed.
|
| 29 |
2023-12-21 04:05:17,499 INFO MainThread:42 [wandb_init.py:init():841] run started, returning control to user process
|
| 30 |
2023-12-21 04:05:17,506 INFO MainThread:42 [wandb_run.py:_config_callback():1342] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, '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, 'chunk_size_feed_forward': 0, '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': ['RobertaForMaskedLM'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, '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': 'distilroberta-base', 'transformers_version': '4.37.0.dev0', 'model_type': 'roberta', 'vocab_size': 50265, 'hidden_size': 768, 'num_hidden_layers': 6, 'num_attention_heads': 12, 'hidden_act': 'gelu', 'intermediate_size': 3072, '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': 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'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': False, '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, 'past_index': -1, 'run_name': '/kaggle/working/', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['tensorboard', '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': True, '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': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'fp16_backend': 'auto', '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': False, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None}
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| 28 |
2023-12-21 04:05:17,498 INFO MainThread:42 [wandb_run.py:_redirect():2178] Redirects installed.
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| 29 |
2023-12-21 04:05:17,499 INFO MainThread:42 [wandb_init.py:init():841] run started, returning control to user process
|
| 30 |
2023-12-21 04:05:17,506 INFO MainThread:42 [wandb_run.py:_config_callback():1342] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, '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, 'chunk_size_feed_forward': 0, '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': ['RobertaForMaskedLM'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, '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': 'distilroberta-base', 'transformers_version': '4.37.0.dev0', 'model_type': 'roberta', 'vocab_size': 50265, 'hidden_size': 768, 'num_hidden_layers': 6, 'num_attention_heads': 12, 'hidden_act': 'gelu', 'intermediate_size': 3072, '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': '/kaggle/working/', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': False, 'do_predict': False, 'evaluation_strategy': 'no', 'prediction_loss_only': False, 'per_device_train_batch_size': 8, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, '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': 3, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/kaggle/working/runs/Dec21_04-04-18_c79b7fd35412', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 500, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': False, '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, 'past_index': -1, 'run_name': '/kaggle/working/', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['tensorboard', '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': True, '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': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'fp16_backend': 'auto', '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': False, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None}
|
| 31 |
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2023-12-21 04:13:23,899 INFO MainThread:42 [jupyter.py:save_ipynb():373] not saving jupyter notebook
|
| 32 |
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2023-12-21 04:13:23,899 INFO MainThread:42 [wandb_init.py:_pause_backend():435] pausing backend
|
| 33 |
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2023-12-21 04:13:23,905 INFO MainThread:42 [wandb_init.py:_resume_backend():440] resuming backend
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| 34 |
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2023-12-21 04:13:38,065 INFO MainThread:42 [jupyter.py:save_ipynb():373] not saving jupyter notebook
|
| 35 |
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2023-12-21 04:13:38,065 INFO MainThread:42 [wandb_init.py:_pause_backend():435] pausing backend
|
| 36 |
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2023-12-21 04:13:48,919 INFO MainThread:42 [wandb_init.py:_resume_backend():440] resuming backend
|
wandb/run-20231221_040446-s5p2d29k/files/config.yaml
CHANGED
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@@ -66,6 +66,26 @@ _wandb:
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| 69 |
return_dict:
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| 70 |
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| 71 |
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| 66 |
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|
| 90 |
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| 91 |
value: true
|
wandb/run-20231221_040446-s5p2d29k/files/output.log
CHANGED
|
@@ -6,3 +6,4 @@ You're using a RobertaTokenizerFast tokenizer. Please note that with a fast toke
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| 6 |
/opt/conda/lib/python3.10/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.
|
| 7 |
warnings.warn('Was asked to gather along dimension 0, but all '
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| 8 |
/opt/conda/lib/python3.10/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.
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| 6 |
/opt/conda/lib/python3.10/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.
|
| 7 |
warnings.warn('Was asked to gather along dimension 0, but all '
|
| 8 |
/opt/conda/lib/python3.10/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.
|
| 9 |
+
warnings.warn('Was asked to gather along dimension 0, but all '
|
wandb/run-20231221_040446-s5p2d29k/files/wandb-summary.json
CHANGED
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@@ -1 +1 @@
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| 1 |
-
{"train/loss": 2.158, "train/learning_rate": 2.6388888888888893e-06, "train/epoch":
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| 1 |
+
{"train/loss": 2.158, "train/learning_rate": 2.6388888888888893e-06, "train/epoch": 3.0, "train/global_step": 1728, "_timestamp": 1703132018.0640366, "_runtime": 531.2118124961853, "_step": 4, "train/train_runtime": 544.6087, "train/train_samples_per_second": 50.695, "train/train_steps_per_second": 3.173, "train/total_flos": 915388864549632.0, "train/train_loss": 2.2031195252029985, "eval/loss": 2.004880905151367, "eval/runtime": 14.151, "eval/samples_per_second": 152.074, "eval/steps_per_second": 9.54}
|
wandb/run-20231221_040446-s5p2d29k/logs/debug-internal.log
CHANGED
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@@ -268,3 +268,101 @@
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2023-12-21 04:12:27,974 DEBUG HandlerThread:1204 [handler.py:handle_request():146] handle_request: keepalive
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2023-12-21 04:12:31,010 DEBUG HandlerThread:1204 [handler.py:handle_request():146] handle_request: status_report
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2023-12-21 04:12:32,975 DEBUG HandlerThread:1204 [handler.py:handle_request():146] handle_request: keepalive
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2023-12-21 04:12:27,974 DEBUG HandlerThread:1204 [handler.py:handle_request():146] handle_request: keepalive
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2023-12-21 04:12:31,010 DEBUG HandlerThread:1204 [handler.py:handle_request():146] handle_request: status_report
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2023-12-21 04:12:32,975 DEBUG HandlerThread:1204 [handler.py:handle_request():146] handle_request: keepalive
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2023-12-21 04:12:36,011 DEBUG HandlerThread:1204 [handler.py:handle_request():146] handle_request: status_report
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2023-12-21 04:12:46,013 DEBUG HandlerThread:1204 [handler.py:handle_request():146] handle_request: status_report
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2023-12-21 04:12:47,498 DEBUG SenderThread:1204 [sender.py:send():382] send: stats
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2023-12-21 04:13:48,922 INFO SystemMonitor:1204 [interfaces.py:start():190] Started gpu monitoring
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| 363 |
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2023-12-21 04:13:48,923 INFO SystemMonitor:1204 [interfaces.py:start():190] Started memory monitoring
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| 364 |
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2023-12-21 04:13:48,926 INFO SystemMonitor:1204 [interfaces.py:start():190] Started network monitoring
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| 365 |
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2023-12-21 04:13:53,018 DEBUG HandlerThread:1204 [handler.py:handle_request():146] handle_request: keepalive
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wandb/run-20231221_040446-s5p2d29k/logs/debug.log
CHANGED
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@@ -28,3 +28,9 @@ config: {}
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2023-12-21 04:05:17,498 INFO MainThread:42 [wandb_run.py:_redirect():2178] Redirects installed.
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2023-12-21 04:05:17,499 INFO MainThread:42 [wandb_init.py:init():841] run started, returning control to user process
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2023-12-21 04:05:17,506 INFO MainThread:42 [wandb_run.py:_config_callback():1342] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, '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, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 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2023-12-21 04:05:17,498 INFO MainThread:42 [wandb_run.py:_redirect():2178] Redirects installed.
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2023-12-21 04:05:17,499 INFO MainThread:42 [wandb_init.py:init():841] run started, returning control to user process
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