Delete 04-05-2023_nb-bert-base_batchsize_256_all_units_0.005_1_150_freeze_True_earlystop_15.txt
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04-05-2023_nb-bert-base_batchsize_256_all_units_0.005_1_150_freeze_True_earlystop_15.txt
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Started at: 13:31:55
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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: 0.39730866372585294 - MAE: 0.4859462215712381
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Validation loss : 0.2196155587832133 - MAE: 0.358251958619135
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Epoch: 1
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Training loss: 0.17908839583396913 - MAE: 0.32397780285924654
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Validation loss : 0.1558608834942182 - MAE: 0.30258585682891376
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Epoch: 2
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Training loss: 0.1575879180431366 - MAE: 0.29877002595895036
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Validation loss : 0.14711609482765198 - MAE: 0.29037275250782246
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Epoch: 3
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Training loss: 0.15081047505140305 - MAE: 0.2927416915612918
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Validation loss : 0.14418130036857393 - MAE: 0.2855868255353847
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Epoch: 4
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