| Started at: 08:26:32 | |
| nb-bert-base, 0.01, 128 | |
| ({'_name_or_path': '/disk4/folder1/working/checkpoints/huggingface/native_pytorch/step4_8/', 'attention_probs_dropout_prob': 0.1, 'directionality': 'bidi', 'gradient_checkpointing': False, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'layer_norm_eps': 1e-12, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'pad_token_id': 0, 'pooler_fc_size': 768, 'pooler_num_attention_heads': 12, 'pooler_num_fc_layers': 3, 'pooler_size_per_head': 128, 'pooler_type': 'first_token_transform', 'position_embedding_type': 'absolute', 'type_vocab_size': 2, 'vocab_size': 119547, '_commit_hash': '82b194c0b3ea1fcad65f1eceee04adb26f9f71ac'}, {}) | |
| Epoch: 0 | |
| Training loss: 0.4520814206112515 - MAE: 0.5225460386897062 | |
| Validation loss : 0.29036622595142675 - MAE: 0.4251570786042909 | |
| Epoch: 1 | |
| Training loss: 0.31340767741203307 - MAE: 0.44215649435766985 | |
| Validation loss : 0.28575034238196706 - MAE: 0.41569773248030184 | |
| Epoch: 2 | |
| Training loss: 0.3222753794355826 - MAE: 0.4482420386031895 | |
| Validation loss : 0.2791566433938774 - MAE: 0.41044949469865605 | |
| Epoch: 3 | |
| Training loss: 0.31170422285795213 - MAE: 0.4404894774459134 | |
| Validation loss : 0.26857393134284663 - MAE: 0.4095893178930554 | |
| Epoch: 4 | |
| Training loss: 0.30783107768405565 - MAE: 0.43780263953840204 | |
| Validation loss : 0.2844375239030735 - MAE: 0.4235599637458984 | |
| Epoch: 5 | |
| Training loss: 0.3078566778789867 - MAE: 0.4378037838211321 | |
| Validation loss : 0.29385459342518366 - MAE: 0.4313887096188336 | |
| Epoch: 6 | |
| Training loss: 0.3158858593214642 - MAE: 0.44140884220024856 | |
| Validation loss : 0.2709046066612811 - MAE: 0.4100516239066872 | |
| Stopped after 6 epochs. | |
| Prediction MAE: 0.4043 | |
| Finished at: 08:26:32 | |
| Time taken: 4509 s. | |
| 0 days 1 hours 15 minutes 9 seconds | |
| Preds: [[1.1943790912628174], [1.4524390697479248], [1.5980194807052612], [1.1526100635528564], [1.9217543601989746], [1.3539912700653076], [1.5493464469909668], [1.5187203884124756], [1.2556884288787842], [1.3766319751739502], [2.147228240966797], [1.9569381475448608], [1.3540050983428955], [0.22105756402015686], [1.3518595695495605], [1.3531039953231812], [1.1118271350860596], [1.4403194189071655], [0.6862078905105591], [1.4602453708648682], [1.699039101600647], [1.3868849277496338], [0.8821058869361877], [0.9934753179550171], [0.8845387101173401], [2.2980563640594482], [1.0244344472885132], [1.6200096607208252], [1.6124497652053833], [0.9501153230667114], [1.2729567289352417], [1.935904622077942], [1.28130042552948], [0.8659787178039551], [0.9332728385925293], [1.6548248529434204], [1.3845267295837402], [1.3243696689605713], [1.5762951374053955], [1.0947635173797607], [1.901698350906372], [1.8534168004989624], [1.4235225915908813], [1.5682717561721802], [2.410292863845825], 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