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Found cached dataset common_gen (C:/Users/Jingqian/.cache/huggingface/datasets/common_gen/default/2020.5.30/1a9e8bdc026c41ce7a9e96260debf7d2809cb7fd63fa02b017e4fac1b00c6b23)
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C:\Users\Jingqian\anaconda3\lib\site-packages\transformers\optimization.py:306: FutureWarning: This implementation of AdamW is deprecated and will be removed in a future version. Use the PyTorch implementation torch.optim.AdamW instead, or set `no_deprecation_warning=True` to disable this warning
warnings.warn(
***** Running training *****
Num examples = 4592
Num Epochs = 5
Instantaneous batch size per device = 8
Total train batch size (w. parallel, distributed & accumulation) = 8
Gradient Accumulation steps = 1
Total optimization steps = 2870
Number of trainable parameters = 354823168
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Num examples = 297
Batch size = 8
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Saving model checkpoint to gpt2-medium-finetuned-commongen\checkpoint-574
Configuration saved in gpt2-medium-finetuned-commongen\checkpoint-574\config.json
Configuration saved in gpt2-medium-finetuned-commongen\checkpoint-574\generation_config.json
{'eval_loss': 2.1204423904418945, 'eval_runtime': 4.495, 'eval_samples_per_second': 66.073, 'eval_steps_per_second': 8.454, 'epoch': 1.0}
Model weights saved in gpt2-medium-finetuned-commongen\checkpoint-574\pytorch_model.bin
35%|███▍ | 1000/2870 [06:59<12:28, 2.50it/s]{'loss': 2.1332, 'learning_rate': 3.2578397212543556e-05, 'epoch': 1.74}
40%|████ | 1148/2870 [07:58<11:29, 2.50it/s]***** Running Evaluation *****
Num examples = 297
Batch size = 8
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Saving model checkpoint to gpt2-medium-finetuned-commongen\checkpoint-1148
Configuration saved in gpt2-medium-finetuned-commongen\checkpoint-1148\config.json
Configuration saved in gpt2-medium-finetuned-commongen\checkpoint-1148\generation_config.json
{'eval_loss': 2.131284475326538, 'eval_runtime': 4.5627, 'eval_samples_per_second': 65.093, 'eval_steps_per_second': 8.328, 'epoch': 2.0}
Model weights saved in gpt2-medium-finetuned-commongen\checkpoint-1148\pytorch_model.bin
52%|█████▏ | 1500/2870 [10:29<09:09, 2.49it/s]{'loss': 1.9859, 'learning_rate': 2.3867595818815333e-05, 'epoch': 2.61}
60%|██████ | 1722/2870 [11:58<07:39, 2.50it/s]***** Running Evaluation *****
Num examples = 297
Batch size = 8
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{'eval_loss': 2.1727805137634277, 'eval_runtime': 4.5585, 'eval_samples_per_second': 65.152, 'eval_steps_per_second': 8.336, 'epoch': 3.0}
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Saving model checkpoint to gpt2-medium-finetuned-commongen\checkpoint-1722
Configuration saved in gpt2-medium-finetuned-commongen\checkpoint-1722\config.json
Configuration saved in gpt2-medium-finetuned-commongen\checkpoint-1722\generation_config.json
Model weights saved in gpt2-medium-finetuned-commongen\checkpoint-1722\pytorch_model.bin
70%|██████▉ | 2000/2870 [13:59<05:47, 2.51it/s]{'loss': 1.885, 'learning_rate': 1.5156794425087109e-05, 'epoch': 3.48}
80%|████████ | 2296/2870 [15:57<03:48, 2.51it/s]***** Running Evaluation *****
Num examples = 297
Batch size = 8
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{'eval_loss': 2.2184627056121826, 'eval_runtime': 4.5511, 'eval_samples_per_second': 65.259, 'eval_steps_per_second': 8.35, 'epoch': 4.0}
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Saving model checkpoint to gpt2-medium-finetuned-commongen\checkpoint-2296
Configuration saved in gpt2-medium-finetuned-commongen\checkpoint-2296\config.json
Configuration saved in gpt2-medium-finetuned-commongen\checkpoint-2296\generation_config.json
Model weights saved in gpt2-medium-finetuned-commongen\checkpoint-2296\pytorch_model.bin
87%|████████▋ | 2500/2870 [17:28<02:28, 2.50it/s]{'loss': 1.8157, 'learning_rate': 6.445993031358885e-06, 'epoch': 4.36}
100%|██████████| 2870/2870 [19:56<00:00, 2.49it/s]***** Running Evaluation *****
Num examples = 297
Batch size = 8
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{'eval_loss': 2.2336463928222656, 'eval_runtime': 4.5651, 'eval_samples_per_second': 65.059, 'eval_steps_per_second': 8.324, 'epoch': 5.0}
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Saving model checkpoint to gpt2-medium-finetuned-commongen\checkpoint-2870
Configuration saved in gpt2-medium-finetuned-commongen\checkpoint-2870\config.json
Configuration saved in gpt2-medium-finetuned-commongen\checkpoint-2870\generation_config.json
Model weights saved in gpt2-medium-finetuned-commongen\checkpoint-2870\pytorch_model.bin
Training completed. Do not forget to share your model on huggingface.co/models =)
Loading best model from gpt2-medium-finetuned-commongen\checkpoint-574 (score: 2.1204423904418945).
{'train_runtime': 1208.3557, 'train_samples_per_second': 19.001, 'train_steps_per_second': 2.375, 'train_loss': 2.0178993145347888, 'epoch': 5.0}
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Saving model checkpoint to gpt2-medium-finetuned-commongen
Configuration saved in gpt2-medium-finetuned-commongen\config.json
Configuration saved in gpt2-medium-finetuned-commongen\generation_config.json
Model weights saved in gpt2-medium-finetuned-commongen\pytorch_model.bin |