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train_results.json
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{
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"config": {
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"model_name": "bert-base-uncased",
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"seed": 42,
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"normalize_labels": true,
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"nouns_only": true,
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"clean_words_only": true,
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"epochs": 8.0,
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"learning_rate": 2e-05,
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"train_batch_size": 128,
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"eval_batch_size": 256,
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"grad_accumulation": 1,
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"eval_size": 0.0,
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"eval_words_file": "mrc_100_nouns_imageability.json"
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},
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"data_size_total": 4196,
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"data_size_train": 4096,
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"data_size_eval": 100,
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"eval_words_requested": 100,
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"eval_words_found": 100,
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"eval_words_missing_count": 0,
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"eval_words_missing": [],
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"final_model_dir": "outputs/mrc_bert_full/final_model",
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"eval_metrics": {
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"eval_loss": 0.012279420159757137,
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"eval_mae": 49.88475188612938,
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"eval_rmse": 66.48752745928671,
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"eval_pearson": 0.800692400416319,
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"eval_runtime": 0.4832,
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"eval_samples_per_second": 206.948,
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"eval_steps_per_second": 2.069,
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"epoch": 8.0
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}
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}
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