Started at: 09:27:08
({'_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: 2.649085521697998 - MSE: 1.4796164702624082
Validation loss : 1.7320572137832642 - MSE: 1.135799527168274
Prediction MSE: 0.8262
Finished at: 09:27:08
Time taken: 58 s.
0 days 0 hours 0 minutes 58 seconds

 
 

Preds: [[0.6373364925384521], [0.6603792309761047], [0.653126060962677], [0.6121408343315125], [0.6747861504554749]]