Delete 10-04-2023-21:03:26_nb-bert-base_apartment_0.006_1_50_freeze_True.txt
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10-04-2023-21:03:26_nb-bert-base_apartment_0.006_1_50_freeze_True.txt
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Started at: 21:03:26
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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: 0.2129132328826247 - MSE: 0.3414064170090998
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Validation loss : 0.16423487099153655 - MSE: 0.3061226233590527
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Epoch: 1
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Training loss: 0.182176028061839 - MSE: 0.3224241111888215
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Validation loss : 0.17033838789377895 - MSE: 0.3175910684429774
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Epoch: 2
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Training loss: 0.18616542863903693 - MSE: 0.32659527301933805
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Validation loss : 0.16810979481254304 - MSE: 0.3138091307416159
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Epoch: 3
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Training loss: 0.18462697286339638 - MSE: 0.32529231385979657
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Validation loss : 0.1696163454226085 - MSE: 0.3163922191481106
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