group string | experiment string | model string | seed int64 | epochs int64 | batch_size int64 | eval_batch_size int64 | lr float64 | optimizer string | momentum null | scheduler null | weight_decay float64 | dropout_rate float64 | early_stopping_patience null | early_stopping_min_delta float64 | early_stopping_monitor null | stopped_early bool | stop_epoch null | stop_step null | checkpoint_selection_metric string | uses_best_checkpoint_for_test bool | train_loss_at_best_dev float64 | train_acc_at_best_dev float64 | best_dev_loss float64 | best_dev_acc float64 | test_loss float64 | test_acc float64 | best_step int64 | checkpoint string | history_path string | plot_path string | notes string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
augmentation | cnn_clean_training | cnn | 309 | 10 | 128 | 256 | 0.05 | sgd | null | null | 0.0001 | 0 | null | 0 | null | false | null | null | dev_score | true | 0.049208 | 0.992188 | 0.081147 | 0.9758 | 0.071095 | 0.977 | 3,900 | .\outputs\project1_partc\augmentation\cnn_clean_training\saved_models\best_model.pickle | .\outputs\project1_partc\augmentation\cnn_clean_training\logs\history.csv | .\outputs\project1_partc\augmentation\cnn_clean_training\plots\learning_curve.svg | Reference CNN without data augmentation. |
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