lr_best_bs_ml/lr_0.005_norbert2_64_128.txt

Started at: 01:37:47
norbert2, 0.005, 64
({'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: 0.3546657779000022 - MAE: 0.44920656225906685
Validation loss : 0.18871491154034933 - MAE: 0.33227645069456013
Epoch: 1
Training loss: 0.204195860585179 - MAE: 0.3475604096490238
Validation loss : 0.16087057599515625 - MAE: 0.30560566164507913
Epoch: 2
Training loss: 0.1977823358593565 - MAE: 0.34319703582670785
Validation loss : 0.15960485488176346 - MAE: 0.30529448016656346
Epoch: 3
Training loss: 0.20326598966964568 - MAE: 0.34973956865720474
Validation loss : 0.16524600215030438 - MAE: 0.3149946422292142
Epoch: 4
Training loss: 0.20186573914205186 - MAE: 0.34761159027571437
Validation loss : 0.19259844494588446 - MAE: 0.3467981242512746
Epoch: 5
Training loss: 0.20007460045092035 - MAE: 0.34770797721665536
Validation loss : 0.1729701506820592 - MAE: 0.3256973839186597
Stopped after 5 epochs.
Prediction MAE: 0.3163
Finished at: 01:37:47
Time taken: 616 s.
0 days 0 hours 10 minutes 16 seconds

 
 

Preds: [[1.5481990575790405], [1.730204701423645], [1.624234676361084], [1.7166961431503296], [1.5441155433654785], [1.4072684049606323], [2.2528481483459473], [1.2196425199508667], [1.6253117322921753], [1.5424329042434692], [1.3838921785354614], [1.575395941734314], [1.6014430522918701], [1.2638546228408813], [1.3359663486480713], [1.7039411067962646], [1.4917463064193726], [1.3413935899734497], [1.4897143840789795], [1.4130648374557495], [1.7505439519882202], [1.4990497827529907], [1.4929126501083374], [1.5628724098205566], [1.5698801279067993], [1.2029727697372437], [1.9138351678848267], [1.7962452173233032], [1.2489103078842163], [1.4511877298355103], [1.28080415725708], [1.166115164756775], [1.584751009941101], [1.3652689456939697], [1.318091630935669], [1.594009280204773], [1.4308538436889648], [1.7365201711654663], [1.2457780838012695], [1.8960047960281372], [1.2829562425613403], [1.286566138267517], [1.5210942029953003], [1.4335286617279053], [1.5497509241104126], 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