| Started at: 13:11:04 | |
| nb-bert-base, 0.001, 256 | |
| ({'_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: 0.47113645792007447 - MAE: 0.5372690642533006 | |
| Validation loss : 0.25360237227545845 - MAE: 0.38100557323888096 | |
| Epoch: 1 | |
| Training loss: 0.1951601755619049 - MAE: 0.3381085981919985 | |
| Validation loss : 0.16845231420463985 - MAE: 0.3146699028671109 | |
| Epoch: 2 | |
| Training loss: 0.1700725769996643 - MAE: 0.3132894074707096 | |
| Validation loss : 0.16252560251288944 - MAE: 0.3101315378266 | |
| Epoch: 3 | |
| Training loss: 0.16299866735935212 - MAE: 0.30571749229812295 | |
| Validation loss : 0.1575031735830837 - MAE: 0.3036086169337241 | |
| Epoch: 4 | |
| Training loss: 0.16002290964126586 - MAE: 0.3030143814677838 | |
| Validation loss : 0.1555153015587065 - MAE: 0.30161708462789844 | |
| Epoch: 5 | |
| Training loss: 0.15610405176877976 - MAE: 0.2988610182826646 | |
| Validation loss : 0.15254790584246317 - MAE: 0.2976352880446658 | |
| Epoch: 6 | |
| Training loss: 0.15590642750263214 - MAE: 0.2972598594587939 | |
| Validation loss : 0.15147964821921456 - MAE: 0.29633871076747587 | |
| Epoch: 7 | |
| Training loss: 0.15364289730787278 - MAE: 0.2946944064180254 | |
| Validation loss : 0.1510375224881702 - MAE: 0.29637298396301465 | |
| Epoch: 8 | |
| Training loss: 0.1531897461414337 - MAE: 0.29468431902613157 | |
| Validation loss : 0.1495788519581159 - MAE: 0.29459826933056066 | |
| Epoch: 9 | |
| Training loss: 0.15212808579206466 - MAE: 0.2927512017766453 | |
| Validation loss : 0.14972183108329773 - MAE: 0.2947980987493768 | |
| Epoch: 10 | |
| Training loss: 0.15067319005727767 - MAE: 0.29223722020557824 | |
| Validation loss : 0.14739697674910227 - MAE: 0.29118543288491733 | |
| Epoch: 11 | |
| Training loss: 0.14746269524097444 - MAE: 0.28925764259432013 | |
| Validation loss : 0.14714962244033813 - MAE: 0.2916633442698583 | |
| Epoch: 12 | |
| Training loss: 0.1482395714521408 - MAE: 0.29003915570395034 | |
| Validation loss : 0.14708403746287027 - MAE: 0.2910518509892996 | |
| Epoch: 13 | |
| Training loss: 0.1483614018559456 - MAE: 0.29189581430634054 | |