| Started at: 15:49:06 | |
| nb-bert-base, 0.001, 64 | |
| ({'_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: 0.25718529296643805 - MAE: 0.37999076735911946 | |
| Validation loss : 0.1592742403348287 - MAE: 0.3065637084501305 | |
| Epoch: 1 | |
| Training loss: 0.15984965507129226 - MAE: 0.3011462185386914 | |
| Validation loss : 0.14935108996701962 - MAE: 0.2937389535824439 | |
| Epoch: 2 | |
| Training loss: 0.15315821834585883 - MAE: 0.2948535177806519 | |
| Validation loss : 0.1472618676947825 - MAE: 0.2882854062636122 | |
| Epoch: 3 | |
| Training loss: 0.14876405646403631 - MAE: 0.2911724842484354 | |
| Validation loss : 0.14868425713344055 - MAE: 0.28793878924782046 | |
| Epoch: 4 | |
| Training loss: 0.14827223573670242 - MAE: 0.2906396281733135 | |
| Validation loss : 0.15348663451996716 - MAE: 0.2916254111596949 | |
| Epoch: 5 | |
| Training loss: 0.1450011846844596 - MAE: 0.28871313182558683 | |
| Validation loss : 0.148570165263884 - MAE: 0.28736430778508204 | |
| Epoch: 6 | |
| Training loss: 0.14508122566974524 - MAE: 0.2884730409613601 | |
| Validation loss : 0.14304539132298846 - MAE: 0.2826475758886136 | |
| Epoch: 7 | |
| Training loss: 0.14336689305726927 - MAE: 0.28601634651329577 | |
| Validation loss : 0.15827531480427945 - MAE: 0.2975032714579335 | |
| Epoch: 8 | |
| Training loss: 0.1435294568990216 - MAE: 0.2867421152532087 | |
| Validation loss : 0.14460539908120126 - MAE: 0.28451874607268235 | |
| Epoch: 9 | |
| Training loss: 0.14441053719833644 - MAE: 0.2875734979076987 | |
| Validation loss : 0.14973296292803503 - MAE: 0.2882395398432337 | |
| Stopped after 9 epochs. | |
| Prediction MAE: 0.2721 | |
| Finished at: 15:49:06 | |
| Time taken: 3451 s. | |
| 0 days 0 hours 57 minutes 31 seconds | |
| Preds: [[1.2355566024780273], [1.5108591318130493], [1.4739196300506592], [1.4723906517028809], [1.4937688112258911], [1.3591258525848389], [1.7944780588150024], [1.328874111175537], [1.2651088237762451], [1.3511900901794434], [1.2938640117645264], [1.1705533266067505], [1.3176754713058472], [1.2624592781066895], [1.1627895832061768], [1.461181640625], [1.2181944847106934], [1.1816821098327637], [1.2701432704925537], [1.0576096773147583], [1.3931643962860107], [1.63814377784729], [1.255761981010437], [1.4463493824005127], [1.120376706123352], [1.0986518859863281], [1.6327898502349854], [1.4980244636535645], [1.261293888092041], [1.2472546100616455], [1.396124005317688], [1.085672378540039], [1.4442763328552246], [1.3040655851364136], [1.0901153087615967], [1.2349882125854492], [1.0723481178283691], [1.479645013809204], [1.0593181848526], [1.2739551067352295], [1.2423230409622192], [1.1334820985794067], [1.3501789569854736], [1.411852240562439], [1.2635177373886108], 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