home-standard-results / 11-04-2023-09:25:33_nb-bert-base_apartment_0.006_1_1_freeze_True.txt
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Started at: 09:25:33
({'_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'}, {})
Epoch: 0
Training loss: 1.866040825843811 - MSE: 1.2787555893262228
Validation loss : 1.732744574546814 - MSE: 1.2721285581588746
Prediction MSE: 1.0449
Finished at: 09:25:33
Time taken: 68 s.
0 days 0 hours 1 minutes 8 seconds
Preds: [[0.0], [0.0], [7.469207048416138e-07], [0.0], [0.0]]