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Started at: 19:59:36 |
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nb-bert-base, 0.001, 320 |
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({'_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'}, {}) |
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Epoch: 0 |
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Started at: 08:43:48 |
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nb-bert-base, 0.001, 320 |
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({'_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'}, {}) |
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Epoch: 0 |
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Training loss: 0.5151217855513096 - MAE: 0.5709627828340156 |
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Validation loss : 0.2530486115387508 - MAE: 0.3794793018729891 |
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Epoch: 1 |
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Training loss: 0.22132941260933875 - MAE: 0.36308932887849105 |
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Validation loss : 0.18178956849234446 - MAE: 0.33422993724658395 |
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Epoch: 2 |
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Training loss: 0.1807804986834526 - MAE: 0.32391827749935836 |
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Validation loss : 0.1691616369145257 - MAE: 0.3194961844436014 |
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Epoch: 3 |
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Training loss: 0.16955089792609215 - MAE: 0.3127070982966003 |
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Validation loss : 0.16161458726440156 - MAE: 0.3090284268632521 |
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Epoch: 4 |
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Training loss: 0.1653532862663269 - MAE: 0.3086919556242476 |
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Validation loss : 0.15732865567718232 - MAE: 0.30360814254621993 |
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Epoch: 5 |
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Training loss: 0.16227756589651107 - MAE: 0.3042661441997587 |
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Validation loss : 0.15460806446416037 - MAE: 0.30049916526709397 |
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Epoch: 6 |
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Training loss: 0.16006522327661515 - MAE: 0.30157349356756313 |
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Validation loss : 0.1526533163019589 - MAE: 0.2983025067294122 |
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Epoch: 7 |
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Training loss: 0.15598474368453025 - MAE: 0.2972633061454769 |
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Validation loss : 0.15159909852913447 - MAE: 0.29780595918171027 |
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Epoch: 8 |
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Training loss: 0.15715683475136757 - MAE: 0.2993698693050316 |
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Validation loss : 0.14978873516832078 - MAE: 0.2951820444435869 |
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Epoch: 9 |
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Training loss: 0.15433909222483636 - MAE: 0.2960977264887328 |
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Validation loss : 0.14908447116613388 - MAE: 0.2946113529152755 |
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Epoch: 10 |
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Training loss: 0.15214167535305023 - MAE: 0.29483903058219846 |
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Validation loss : 0.14805126083748682 - MAE: 0.2932608487909774 |
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Epoch: 11 |
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Training loss: 0.15106371901929377 - MAE: 0.2920793530721409 |
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Validation loss : 0.1474460448537554 - MAE: 0.29279081904305354 |
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Epoch: 12 |
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Training loss: 0.15020511336624623 - MAE: 0.2906949591110362 |
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Validation loss : 0.1477930418082646 - MAE: 0.29405441929054094 |
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Epoch: 13 |
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Training loss: 0.14813920147717 - MAE: 0.2906090941705027 |
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Validation loss : 0.1457444993512971 - MAE: 0.29027402522304774 |
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Epoch: 14 |
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Training loss: 0.1487877056002617 - MAE: 0.2888525660923103 |
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Validation loss : 0.14652987463133677 - MAE: 0.29252290711365386 |
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Epoch: 15 |
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Training loss: 0.1479304190725088 - MAE: 0.2892559876816411 |
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Validation loss : 0.14556479028293065 - MAE: 0.29082692460944776 |
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Epoch: 16 |
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Training loss: 0.1462941739708185 - MAE: 0.2873033754294368 |
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Validation loss : 0.14475635758468083 - MAE: 0.29003848471137633 |
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Epoch: 17 |
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Training loss: 0.1479582589119673 - MAE: 0.28856104846567576 |
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Validation loss : 0.14476616467748368 - MAE: 0.28999423224860105 |
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Epoch: 18 |
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Training loss: 0.14535414092242718 - MAE: 0.2857264560015308 |
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Validation loss : 0.1444166898727417 - MAE: 0.2897754617154083 |
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Epoch: 19 |
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Training loss: 0.14486019238829612 - MAE: 0.28512993364542377 |
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Validation loss : 0.14427094480821065 - MAE: 0.28915515677571263 |
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Prediction MAE: 0.2772 |
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Finished at: 08:43:48 |
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Time taken: 2546 s. |
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0 days 0 hours 42 minutes 26 seconds |
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Preds: [[1.3880585432052612], [1.6351910829544067], [1.6018571853637695], [1.5888208150863647], [1.6280622482299805], [1.5060347318649292], [1.8909283876419067], [1.4754875898361206], [1.405220866203308], [1.5299850702285767], [1.4240890741348267], [1.2537223100662231], [1.4151698350906372], [1.3552181720733643], [1.3427177667617798], [1.5350053310394287], [1.3552614450454712], [1.3689647912979126], [1.4378083944320679], [1.218051552772522], [1.5206669569015503], [1.7362875938415527], [1.3777133226394653], [1.5337668657302856], [1.2950612306594849], [1.249907374382019], [1.7511465549468994], [1.649588942527771], [1.425684928894043], [1.4092150926589966], [1.5210422277450562], [1.2776095867156982], [1.4609304666519165], [1.4529671669006348], [1.2994416952133179], [1.3735640048980713], [1.3189493417739868], [1.5788215398788452], [1.2208086252212524], [1.4993818998336792], [1.3601422309875488], [1.2590066194534302], [1.5282291173934937], [1.5479005575180054], [1.380499005317688], 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Started at: 10:17:43 |
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nb-bert-base, 0.001, 320 |
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({'_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'}, {}) |
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Epoch: 0 |
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