old_res/07-05-2023_norbert_batchsize_256_all_units_0.01_1_200_freeze_True_earlystop_3.txt

Started at: 12:11:46
({'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': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
Epoch: 0
Training loss: 0.3358040380477905 - MAE: 0.43995658254957926
Validation loss : 0.189213118619389 - MAE: 0.33763471872968903
Epoch: 1
Training loss: 0.1720477083325386 - MAE: 0.3153215592923022
Validation loss : 0.16616688006454045 - MAE: 0.3124443213089684
Epoch: 2
Training loss: 0.16011185348033904 - MAE: 0.30352331765115187
Validation loss : 0.1582061251004537 - MAE: 0.298327315827721
Epoch: 3
Training loss: 0.156531839966774 - MAE: 0.29964241762314936
Validation loss : 0.16390331420633528 - MAE: 0.30209635200742085
Epoch: 4
Training loss: 0.15800627589225769 - MAE: 0.3024695486737973
Validation loss : 0.1603102468782001 - MAE: 0.29859532178164944
Epoch: 5
Training loss: 0.15583124577999116 - MAE: 0.29892226010752393
Validation loss : 0.15875162349806893 - MAE: 0.29758106736566303
Epoch: 6
Training loss: 0.15906786620616914 - MAE: 0.2997808227738372
Validation loss : 0.1571155000064108 - MAE: 0.29751639312505634
Epoch: 7
Training loss: 0.15622419387102127 - MAE: 0.29886410471144415
Validation loss : 0.1557270826564895 - MAE: 0.29616191562265914
Epoch: 8
Training loss: 0.1555034363269806 - MAE: 0.2973926405430423
Validation loss : 0.16564682953887516 - MAE: 0.30610690947213126
Epoch: 9
Training loss: 0.15881828039884568 - MAE: 0.3020390734943886
Validation loss : 0.1740099009540346 - MAE: 0.31153447561209635
Epoch: 10
Training loss: 0.16439833283424377 - MAE: 0.30719770317566447
Validation loss : 0.1893211089902454 - MAE: 0.3279518718774931
Stopped after 10 epochs.
Prediction MAE: 0.3138
Finished at: 12:11:46
Time taken: 2432 s.
0 days 0 hours 40 minutes 32 seconds

 
 

Preds: [[1.0501991510391235], [1.2266591787338257], [1.2729705572128296], [1.292664647102356], [1.0021315813064575], [1.4276562929153442], [1.407711148262024], [1.3627005815505981], [1.3711026906967163], [0.9742681980133057], [1.0615578889846802], [1.068982720375061], [1.2284889221191406], [0.9738311171531677], [0.9751037359237671], [1.3517943620681763], [1.2164822816848755], [1.4051846265792847], [1.1482468843460083], [1.0145363807678223], [1.3095241785049438], [1.1539437770843506], [1.34076988697052], [1.325804591178894], [0.9128358364105225], [1.081210732460022], [1.639112114906311], [1.2356520891189575], [1.0201287269592285], [1.3336931467056274], [1.418030023574829], [1.165015459060669], [1.5394092798233032], [1.1999423503875732], [1.1211005449295044], [1.1246373653411865], [1.1931160688400269], [1.1190667152404785], [1.079689383506775], [1.2826528549194336], [1.0895038843154907], [0.9097804427146912], [1.1472944021224976], [1.224845290184021], [1.2640212774276733], 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Started at: 13:03:04
({'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': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
Started at: 13:03:11
({'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': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
Started at: 13:03:28
Started at: 13:03:37
({'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': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
Epoch: 0
({'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': 32922, '_commit_hash': '075d4e3705390691013e859faffc5696d071e33b'}, {})
Epoch: 0