Writing logs to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/bert-base-uncased-glue:rte-2020-06-29-14:24/log.txt. Loading nlp dataset glue, subset rte, split train. Loading nlp dataset glue, subset rte, split validation. Loaded dataset. Found: 2 labels: ([0, 1]) Loading transformers AutoModelForSequenceClassification: bert-base-uncased Tokenizing training data. (len: 2490) Tokenizing eval data (len: 277) Loaded data and tokenized in 14.295648097991943s Training model across 1 GPUs ***** Running training ***** Num examples = 2490 Batch size = 128 Max sequence length = 128 Num steps = 95 Num epochs = 5 Learning rate = 3e-05 Failed to predict with model . Check tokenizer configuration. Writing logs to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/bert-base-uncased-glue:rte-2020-06-29-14:24/log.txt. Loading nlp dataset glue, subset rte, split train. Loading nlp dataset glue, subset rte, split validation. Loaded dataset. Found: 2 labels: ([0, 1]) Loading transformers AutoModelForSequenceClassification: bert-base-uncased Tokenizing training data. (len: 2490) Tokenizing eval data (len: 277) Loaded data and tokenized in 13.395596742630005s Training model across 1 GPUs ***** Running training ***** Num examples = 2490 Batch size = 8 Max sequence length = 128 Num steps = 1555 Num epochs = 5 Learning rate = 2e-05 Eval accuracy: 68.23104693140795% Best acc found. Saved model to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/bert-base-uncased-glue:rte-2020-06-29-14:24/. Eval accuracy: 70.03610108303249% Best acc found. Saved model to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/bert-base-uncased-glue:rte-2020-06-29-14:24/. Eval accuracy: 72.56317689530685% Best acc found. Saved model to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/bert-base-uncased-glue:rte-2020-06-29-14:24/. Eval accuracy: 69.67509025270758% Eval accuracy: 69.31407942238266% Saved tokenizer to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/bert-base-uncased-glue:rte-2020-06-29-14:24/. Wrote README to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/bert-base-uncased-glue:rte-2020-06-29-14:24/README.md. Wrote training args to /p/qdata/jm8wx/research/text_attacks/textattack/outputs/training/bert-base-uncased-glue:rte-2020-06-29-14:24/train_args.json.