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Started at: 13:11:04 |
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nb-bert-base, 0.001, 256 |
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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: 0.47113645792007447 - MAE: 0.5372690642533006 |
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Validation loss : 0.25360237227545845 - MAE: 0.38100557323888096 |
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Epoch: 1 |
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Training loss: 0.1951601755619049 - MAE: 0.3381085981919985 |
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Validation loss : 0.16845231420463985 - MAE: 0.3146699028671109 |
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Epoch: 2 |
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Training loss: 0.1700725769996643 - MAE: 0.3132894074707096 |
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Validation loss : 0.16252560251288944 - MAE: 0.3101315378266 |
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Epoch: 3 |
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Training loss: 0.16299866735935212 - MAE: 0.30571749229812295 |
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Validation loss : 0.1575031735830837 - MAE: 0.3036086169337241 |
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Epoch: 4 |
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Training loss: 0.16002290964126586 - MAE: 0.3030143814677838 |
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Validation loss : 0.1555153015587065 - MAE: 0.30161708462789844 |
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Epoch: 5 |
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Training loss: 0.15610405176877976 - MAE: 0.2988610182826646 |
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Validation loss : 0.15254790584246317 - MAE: 0.2976352880446658 |
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Epoch: 6 |
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Training loss: 0.15590642750263214 - MAE: 0.2972598594587939 |
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Validation loss : 0.15147964821921456 - MAE: 0.29633871076747587 |
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Epoch: 7 |
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Training loss: 0.15364289730787278 - MAE: 0.2946944064180254 |
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Validation loss : 0.1510375224881702 - MAE: 0.29637298396301465 |
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Epoch: 8 |
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Training loss: 0.1531897461414337 - MAE: 0.29468431902613157 |
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Validation loss : 0.1495788519581159 - MAE: 0.29459826933056066 |
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Epoch: 9 |
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Training loss: 0.15212808579206466 - MAE: 0.2927512017766453 |
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