Started at: 19:59:36 nb-bert-base, 0.001, 320 ({'_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 Started at: 08:43:48 nb-bert-base, 0.001, 320 ({'_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: 0.5151217855513096 - MAE: 0.5709627828340156 Validation loss : 0.2530486115387508 - MAE: 0.3794793018729891 Epoch: 1 Training loss: 0.22132941260933875 - MAE: 0.36308932887849105 Validation loss : 0.18178956849234446 - MAE: 0.33422993724658395 Epoch: 2 Training loss: 0.1807804986834526 - MAE: 0.32391827749935836 Validation loss : 0.1691616369145257 - MAE: 0.3194961844436014 Epoch: 3 Training loss: 0.16955089792609215 - MAE: 0.3127070982966003 Validation loss : 0.16161458726440156 - MAE: 0.3090284268632521 Epoch: 4 Training loss: 0.1653532862663269 - MAE: 0.3086919556242476 Validation loss : 0.15732865567718232 - MAE: 0.30360814254621993 Epoch: 5 Training loss: 0.16227756589651107 - MAE: 0.3042661441997587 Validation loss : 0.15460806446416037 - MAE: 0.30049916526709397 Epoch: 6 Training loss: 0.16006522327661515 - MAE: 0.30157349356756313 Validation loss : 0.1526533163019589 - MAE: 0.2983025067294122 Epoch: 7 Training loss: 0.15598474368453025 - MAE: 0.2972633061454769 Validation loss : 0.15159909852913447 - MAE: 0.29780595918171027 Epoch: 8 Training loss: 0.15715683475136757 - MAE: 0.2993698693050316 Validation loss : 0.14978873516832078 - MAE: 0.2951820444435869 Epoch: 9 Training loss: 0.15433909222483636 - MAE: 0.2960977264887328 Validation loss : 0.14908447116613388 - MAE: 0.2946113529152755 Epoch: 10 Training loss: 0.15214167535305023 - MAE: 0.29483903058219846 Validation loss : 0.14805126083748682 - MAE: 0.2932608487909774 Epoch: 11 Training loss: 0.15106371901929377 - MAE: 0.2920793530721409 Validation loss : 0.1474460448537554 - MAE: 0.29279081904305354 Epoch: 12 Training loss: 0.15020511336624623 - MAE: 0.2906949591110362 Validation loss : 0.1477930418082646 - MAE: 0.29405441929054094 Epoch: 13 Training loss: 0.14813920147717 - MAE: 0.2906090941705027 Validation loss : 0.1457444993512971 - MAE: 0.29027402522304774 Epoch: 14 Training loss: 0.1487877056002617 - MAE: 0.2888525660923103 Validation loss : 0.14652987463133677 - MAE: 0.29252290711365386 Epoch: 15 Training loss: 0.1479304190725088 - MAE: 0.2892559876816411 Validation loss : 0.14556479028293065 - MAE: 0.29082692460944776 Epoch: 16 Training loss: 0.1462941739708185 - MAE: 0.2873033754294368 Validation loss : 0.14475635758468083 - MAE: 0.29003848471137633 Epoch: 17 Training loss: 0.1479582589119673 - MAE: 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1.4569238424301147, 0.3240000009536743, 1.2350833415985107, 1.8214102983474731, 1.718571424484253, 2.0280001163482666, 1.1321555376052856] Started at: 10:17:43 nb-bert-base, 0.001, 320 ({'_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