| Writing logs to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/distilbert-base-uncased-imdb-2020-06-30-09:57/log.txt. | |
| Loading [94mnlp[0m dataset [94mimdb[0m, split [94mtrain[0m. | |
| Loading [94mnlp[0m dataset [94mimdb[0m, split [94mtest[0m. | |
| Loaded dataset. Found: 2 labels: ([0, 1]) | |
| Loading transformers AutoModelForSequenceClassification: distilbert-base-uncased | |
| Tokenizing training data. (len: 25000) | |
| Tokenizing eval data (len: 25000) | |
| Loaded data and tokenized in 76.20483636856079s | |
| Training model across 4 GPUs | |
| ***** Running training ***** | |
| Num examples = 25000 | |
| Batch size = 16 | |
| Max sequence length = 128 | |
| Num steps = 7810 | |
| Num epochs = 5 | |
| Learning rate = 2e-05 | |
| Eval accuracy: 87.312% | |
| Best acc found. Saved model to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/distilbert-base-uncased-imdb-2020-06-30-09:57/. | |
| Eval accuracy: 87.336% | |
| Best acc found. Saved model to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/distilbert-base-uncased-imdb-2020-06-30-09:57/. | |
| Eval accuracy: 88.0% | |
| Best acc found. Saved model to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/distilbert-base-uncased-imdb-2020-06-30-09:57/. | |
| Eval accuracy: 87.832% | |
| Eval accuracy: 87.736% | |
| Saved tokenizer <textattack.models.tokenizers.auto_tokenizer.AutoTokenizer object at 0x7f2581bcb400> to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/distilbert-base-uncased-imdb-2020-06-30-09:57/. | |
| Wrote README to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/distilbert-base-uncased-imdb-2020-06-30-09:57/README.md. | |
| Wrote training args to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/distilbert-base-uncased-imdb-2020-06-30-09:57/train_args.json. | |