Started at: 10:02:30
nb-bert-base, 0.001, 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: 0.33461407989263536 - MAE: 0.4395451926176116
Validation loss : 0.17470807801274693 - MAE: 0.316590567311014
Epoch: 1
Training loss: 0.167546104490757 - MAE: 0.3104947695666053
Validation loss : 0.1605402261895292 - MAE: 0.3041267300080164
Epoch: 2
Training loss: 0.15953998982906342 - MAE: 0.30230224392344485
Validation loss : 0.156581671360661 - MAE: 0.3003702843252824
Epoch: 3
Training loss: 0.15586254999041557 - MAE: 0.2976227208408245
Validation loss : 0.15435482824549956 - MAE: 0.29782302866508426
Epoch: 4
Training loss: 0.153594990670681 - MAE: 0.2951023367494838
Validation loss : 0.15327392255558686 - MAE: 0.29758807291884654
Epoch: 5
Training loss: 0.1521633943915367 - MAE: 0.293013468516263
Validation loss : 0.1528188367100323 - MAE: 0.29786525073805276
Epoch: 6
Training loss: 0.15114636063575745 - MAE: 0.29207026473332626
Validation loss : 0.1511023048968876 - MAE: 0.2940484620567765
Epoch: 7
Training loss: 0.14836823791265488 - MAE: 0.289356569209421
Validation loss : 0.15079707608503454 - MAE: 0.2948241208277115
Epoch: 8
Training loss: 0.14847442269325256 - MAE: 0.2894169052100116
Validation loss : 0.15011538915774403 - MAE: 0.2942575668480824
Epoch: 9
Training loss: 0.1463117568194866 - MAE: 0.2868930664850179
Validation loss : 0.14972165007801616 - MAE: 0.29381925573597917
Epoch: 10
Training loss: 0.14613379642367363 - MAE: 0.28686849242541645
Validation loss : 0.14911113547928193 - MAE: 0.2929993253708467
Epoch: 11
Training loss: 0.14440282836556434 - MAE: 0.2852567208945548
Validation loss : 0.14865088901099036 - MAE: 0.29170890920584996
Epoch: 12
Training loss: 0.14355748310685157 - MAE: 0.2853594401786027
Validation loss : 0.14881021485609167 - MAE: 0.2935882258621021
Epoch: 13
Training loss: 0.1457388535141945 - MAE: 0.2866819906387042
Validation loss : 0.1486821389373611 - MAE: 0.29369262474633456
Epoch: 14
Training loss: 0.14365956395864488 - MAE: 0.2854637661532859
Validation loss : 0.14863892381682114 - MAE: 0.29392997816353406
Stopped after 14 epochs.
Prediction MAE: 0.2777
Finished at: 10:02:30
Time taken: 1623 s.
0 days 0 hours 27 minutes 3 seconds

 
 

Preds: [[1.5715432167053223], [1.7330865859985352], [1.6576521396636963], [1.6316826343536377], [1.6003401279449463], [1.3542912006378174], [1.6640369892120361], [1.3777837753295898], [1.3796229362487793], [1.4142110347747803], [1.2532849311828613], [1.3316481113433838], [1.3896849155426025], [1.2846271991729736], [1.2767918109893799], [1.5646979808807373], [1.2915210723876953], [1.5033631324768066], [1.4412286281585693], [1.2230041027069092], [1.6220204830169678], [1.5054261684417725], [1.3249599933624268], [1.3653619289398193], [1.1905333995819092], [1.218670129776001], [1.5759806632995605], [1.4866888523101807], [1.3958778381347656], [1.2901487350463867], [1.5549931526184082], [1.3189873695373535], [1.7012345790863037], [1.4333875179290771], [1.2403810024261475], [1.2751648426055908], [1.1446540355682373], [1.4912405014038086], [1.261005163192749], [1.6486625671386719], [1.3277151584625244], [1.191993236541748], [1.5340995788574219], [1.3697090148925781], [1.5327014923095703], 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