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Started at: 11:58:16 |
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nb-bert-base, 0.001, 64 |
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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: 0.2541032898606676 - MAE: 0.37744714470934815 |
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Validation loss : 0.16125401561007355 - MAE: 0.31002220634618377 |
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Epoch: 1 |
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Training loss: 0.1594780596217724 - MAE: 0.3023192776542885 |
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Validation loss : 0.15070902104630615 - MAE: 0.29424405533888026 |
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Epoch: 2 |
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Training loss: 0.15478725806631224 - MAE: 0.2983057011321247 |
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Validation loss : 0.14809446172280746 - MAE: 0.2900488703402422 |
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Epoch: 3 |
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Training loss: 0.14879934384365273 - MAE: 0.2912055242431901 |
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Validation loss : 0.15311477581659952 - MAE: 0.2928259934734315 |
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Epoch: 4 |
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Training loss: 0.14859358951298876 - MAE: 0.2918463923578645 |
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Validation loss : 0.15150787410410968 - MAE: 0.29099765286956236 |
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Epoch: 5 |
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Training loss: 0.14651678171422747 - MAE: 0.290210786231306 |
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Validation loss : 0.16598732430826535 - MAE: 0.3048088374997105 |
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Stopped after 5 epochs. |
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Prediction MAE: 0.2867 |
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Finished at: 11:58:16 |
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Time taken: 1015 s. |
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0 days 0 hours 16 minutes 55 seconds |
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Preds: [[1.3303461074829102], [1.471064567565918], [1.4652528762817383], [1.4196224212646484], [1.436906099319458], [1.302790641784668], [1.7355453968048096], [1.303981065750122], [1.2210009098052979], [1.3003308773040771], [1.2238818407058716], [1.087076187133789], [1.3318159580230713], [1.1835697889328003], [1.1555861234664917], [1.4034433364868164], [1.168997883796692], [1.245534896850586], [1.2147773504257202], [0.9849790930747986], [1.3381404876708984], [1.5791442394256592], [1.2248307466506958], [1.326668620109558], [1.060331106185913], [1.0410857200622559], [1.459198236465454], [1.4712084531784058], [1.227597713470459], [1.2018691301345825], [1.2918891906738281], [1.0347471237182617], [1.2496840953826904], [1.237691879272461], [1.0752754211425781], [1.1822986602783203], [1.1165317296981812], [1.3835463523864746], [1.0538578033447266], [1.2577217817306519], [1.1730544567108154], [1.0625427961349487], [1.3198390007019043], [1.2874929904937744], [1.2032735347747803], 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Started at: 14:15:17 |
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nb-bert-base, 0.001, 64 |
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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: 0.25525708684716564 - MAE: 0.37757721741514294 |
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Validation loss : 0.1593110669742931 - MAE: 0.3068684611310165 |
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Epoch: 1 |
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Training loss: 0.15798565639991952 - MAE: 0.3010696906671836 |
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Validation loss : 0.1500386597983765 - MAE: 0.2939982317938295 |
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Epoch: 2 |
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Training loss: 0.1545860849396147 - MAE: 0.296967411046254 |
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Validation loss : 0.14982810232675436 - MAE: 0.29049908586036166 |
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Epoch: 3 |
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Training loss: 0.1501969744761785 - MAE: 0.2937594501873153 |
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Validation loss : 0.15203147223501495 - MAE: 0.2903692224599969 |
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Epoch: 4 |
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Training loss: 0.1481230455366048 - MAE: 0.29010233331972884 |
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Validation loss : 0.15132286557645508 - MAE: 0.28980236474049903 |
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Epoch: 5 |
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Training loss: 0.14733540394691505 - MAE: 0.2894066503678294 |
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Validation loss : 0.1578149339466384 - MAE: 0.29600274025394857 |
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Epoch: 6 |
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Training loss: 0.14551867672590293 - MAE: 0.2882227102295638 |
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Validation loss : 0.15236824096152277 - MAE: 0.2909297737203294 |
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Epoch: 7 |
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Training loss: 0.14441808870043418 - MAE: 0.28667825988456763 |
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Validation loss : 0.152801128950986 - MAE: 0.29161860121902156 |
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Stopped after 7 epochs. |
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Prediction MAE: 0.2756 |
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Finished at: 14:15:17 |
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Time taken: 1791 s. |
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0 days 0 hours 29 minutes 51 seconds |
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Preds: [[1.3439990282058716], [1.5408399105072021], [1.496891736984253], [1.4715359210968018], [1.4681605100631714], [1.3098223209381104], [1.7597101926803589], [1.3150701522827148], [1.2433786392211914], [1.3405752182006836], [1.2982546091079712], [1.1756677627563477], [1.3357610702514648], [1.1851356029510498], [1.1569466590881348], [1.4273229837417603], [1.1772170066833496], [1.2952353954315186], [1.261763334274292], [1.040548324584961], [1.3798383474349976], [1.6299664974212646], [1.2571364641189575], [1.4010231494903564], [1.0757145881652832], [1.0876445770263672], [1.4786858558654785], [1.5313198566436768], [1.255100965499878], [1.2220017910003662], [1.354369878768921], [1.0924679040908813], [1.3620445728302002], [1.2619905471801758], [1.1197561025619507], [1.2604608535766602], [1.1225738525390625], [1.415202021598816], [1.0931047201156616], [1.295243263244629], [1.2247135639190674], [1.1377112865447998], [1.3168822526931763], [1.3217365741729736], [1.2953917980194092], 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