File size: 1,621 Bytes
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Started at: 15:32:56
nb-bert-base, 1e-06, 128
({'_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: 0.7517342874407769 - MAE: 0.7057451002280275
Validation loss : 0.2215285485281664 - MAE: 0.36895833487830076
Epoch: 1
Training loss: 0.19639551222324372 - MAE: 0.3396230939000504
Validation loss : 0.19613290621953852 - MAE: 0.3407071633363561
Epoch: 2
Training loss: 0.189819974899292 - MAE: 0.33152794044204265
Validation loss : 0.1862245491322349 - MAE: 0.3306322601904093
Epoch: 3
Training loss: 0.18293176978826522 - MAE: 0.32441511104916815
Validation loss : 0.17851299398085652 - MAE: 0.3229232679845315
Epoch: 4
Training loss: 0.17267104253172874 - MAE: 0.31568550798758915
Validation loss : 0.1724623275153777 - MAE: 0.3165547082446247
Epoch: 5
Training loss: 0.16829490080475806 - MAE: 0.3120916956077127
Validation loss : 0.16718720863847172 - MAE: 0.3110304108857384
Epoch: 6
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