| Writing logs to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/facebook/bart-base-glue^rte-2020-08-20-11-41-21-898210/log.txt. | |
| Loading [94mnlp[0m dataset [94mglue[0m, subset [94mrte[0m, split [94mtrain[0m. | |
| Loading [94mnlp[0m dataset [94mglue[0m, subset [94mrte[0m, split [94mvalidation[0m. | |
| Loaded dataset. Found: 2 labels: [0, 1] | |
| Loading transformers AutoModelForSequenceClassification: facebook/bart-base | |
| Training model across 1 GPUs | |
| Wrote original training args to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/facebook/bart-base-glue^rte-2020-08-20-11-41-21-898210/train_args.json. | |
| ***** Running training ***** | |
| Num examples = 2490 | |
| Batch size = 64 | |
| Max sequence length = 128 | |
| Num steps = 190 | |
| Num epochs = 5 | |
| Learning rate = 2e-05 | |
| Train accuracy: 50.6425702811245% | |
| Eval accuracy: 58.48375451263538% | |
| Best acc found. Saved model to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/facebook/bart-base-glue^rte-2020-08-20-11-41-21-898210/. | |
| Saved updated args to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/facebook/bart-base-glue^rte-2020-08-20-11-41-21-898210/train_args.json | |
| Train accuracy: 65.3012048192771% | |
| Eval accuracy: 70.3971119133574% | |
| Best acc found. Saved model to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/facebook/bart-base-glue^rte-2020-08-20-11-41-21-898210/. | |
| Saved updated args to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/facebook/bart-base-glue^rte-2020-08-20-11-41-21-898210/train_args.json | |
| Train accuracy: 77.75100401606426% | |
| Eval accuracy: 70.3971119133574% | |
| Train accuracy: 84.17670682730923% | |
| Eval accuracy: 71.84115523465704% | |
| Best acc found. Saved model to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/facebook/bart-base-glue^rte-2020-08-20-11-41-21-898210/. | |
| Saved updated args to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/facebook/bart-base-glue^rte-2020-08-20-11-41-21-898210/train_args.json | |
| Train accuracy: 89.87951807228916% | |
| Eval accuracy: 72.56317689530685% | |
| Best acc found. Saved model to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/facebook/bart-base-glue^rte-2020-08-20-11-41-21-898210/. | |
| Saved updated args to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/facebook/bart-base-glue^rte-2020-08-20-11-41-21-898210/train_args.json | |
| Finished training. Re-loading and evaluating model from disk. | |
| Loading transformers AutoModelForSequenceClassification: facebook/bart-base | |
| Saved model accuracy: 72.56317689530685% | |
| Saved tokenizer <textattack.models.tokenizers.auto_tokenizer.AutoTokenizer object at 0x7f056ac36910> to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/facebook/bart-base-glue^rte-2020-08-20-11-41-21-898210/. | |
| Wrote README to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/facebook/bart-base-glue^rte-2020-08-20-11-41-21-898210/README.md. | |
| Wrote final training args to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/facebook/bart-base-glue^rte-2020-08-20-11-41-21-898210/train_args.json. | |