unfrozen/oversampled_unfrozen_norbert2_256_0.001_64.txt

Started at: 10:29:55
norbert2, 0.001, 256
({'architectures': ['BertForMaskedLM'], 'attention_probs_dropout_prob': 0.1, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'type_vocab_size': 2, 'vocab_size': 50104, '_commit_hash': 'f22bb47f536f62edfcd86ca9320ade990eafbe22'}, {})
Epoch: 0
Training loss: 2.8887612678787926 - MAE: 1.56441400615429
Validation loss : 2.8690232603173507 - MAE: 1.560897209297051
Epoch: 1
Training loss: 2.9250176256353204 - MAE: 1.5789899686588371
Validation loss : 2.8690232603173507 - MAE: 1.560897209297051
Epoch: 2
Training loss: 2.9250176256353204 - MAE: 1.5789899686588371
Validation loss : 2.8690232603173507 - MAE: 1.560897209297051
Epoch: 3
Training loss: 2.9250176256353204 - MAE: 1.5789899686588371
Validation loss : 2.8690232603173507 - MAE: 1.560897209297051
Stopped after 3 epochs.
Prediction MAE: 1.5584
Finished at: 10:29:55
Time taken: 540 s.
0 days 0 hours 9 minutes 0 seconds

 
 

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Actual values: [0.4533666670322418, 1.397611141204834, 1.6294286251068115, 1.3376190662384033, 2.0799999237060547, 0.7200000286102295, 2.0681874752044678, 1.4517093896865845, 1.5709999799728394, 1.926733374595642, 2.1385715007781982, 2.2912819385528564, 2.1513333320617676, 0.00566666666418314, 0.6066666841506958, 1.2853666543960571, 0.6041333079338074, 1.5259803533554077, 1.0, 1.8903332948684692, 1.9784722328186035, 1.6814285516738892, 1.5851333141326904, 0.809499979019165, 0.979200005531311, 2.09623384475708, 0.9625833630561829, 1.780238151550293, 2.0389742851257324, 1.774642825126648, 1.6150000095367432, 2.323333263397217, 1.0, 0.0, 1.201523780822754, 2.055000066757202, 1.3102381229400635, 1.159999966621399, 1.7599999904632568, 1.6156666278839111, 2.311190366744995, 1.9119999408721924, 0.0, 1.8789000511169434, 1.8068181276321411, 1.59333336353302, 1.0, 2.1876022815704346, 0.9195333123207092, 1.6552221775054932, 2.4384000301361084, 1.4364285469055176, 2.0209524631500244, 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