| Writing logs to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/albert-base-v2-glue:mrpc-2020-06-29-10:42/log.txt. |
| Loading [94mnlp[0m dataset [94mglue[0m, subset [94mmrpc[0m, split [94mtrain[0m. |
| Loading [94mnlp[0m dataset [94mglue[0m, subset [94mmrpc[0m, split [94mvalidation[0m. |
| Loaded dataset. Found: 2 labels: ([0, 1]) |
| Loading transformers AutoModelForSequenceClassification: albert-base-v2 |
| Tokenizing training data. (len: 3668) |
| Tokenizing eval data (len: 408) |
| Loaded data and tokenized in 8.243747472763062s |
| Training model across 1 GPUs |
| ***** Running training ***** |
| Num examples = 3668 |
| Batch size = 32 |
| Max sequence length = 128 |
| Num steps = 570 |
| Num epochs = 5 |
| Learning rate = 2e-05 |
| Eval accuracy: 86.27450980392157% |
| Best acc found. Saved model to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/albert-base-v2-glue:mrpc-2020-06-29-10:42/. |
| Eval accuracy: 86.76470588235294% |
| Best acc found. Saved model to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/albert-base-v2-glue:mrpc-2020-06-29-10:42/. |
| Eval accuracy: 86.02941176470588% |
| Eval accuracy: 88.48039215686273% |
| Best acc found. Saved model to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/albert-base-v2-glue:mrpc-2020-06-29-10:42/. |
| Eval accuracy: 89.70588235294117% |
| Best acc found. Saved model to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/albert-base-v2-glue:mrpc-2020-06-29-10:42/. |
| Saved tokenizer <textattack.models.tokenizers.auto_tokenizer.AutoTokenizer object at 0x7fc7e05ced60> to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/albert-base-v2-glue:mrpc-2020-06-29-10:42/. |
| Wrote README to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/albert-base-v2-glue:mrpc-2020-06-29-10:42/README.md. |
| Wrote training args to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/albert-base-v2-glue:mrpc-2020-06-29-10:42/train_args.json. |
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