Started at: 10:53:00 ({'_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: 0.39730866372585294 - MAE: 0.4859462215712381 Validation loss : 0.2196155587832133 - MAE: 0.358251958619135 Epoch: 1 Training loss: 0.17908839583396913 - MAE: 0.32397780285924654 Validation loss : 0.1558608834942182 - MAE: 0.30258585682891376 Epoch: 2 Training loss: 0.1575879180431366 - MAE: 0.29877002595895036 Validation loss : 0.14711609482765198 - MAE: 0.29037275250782246 Epoch: 3 Training loss: 0.15081047505140305 - MAE: 0.2927416915612918 Validation loss : 0.14418130036857393 - MAE: 0.2855868255353847 Epoch: 4 Training loss: 0.1486131688952446 - MAE: 0.2895620071780584 Validation loss : 0.1416353558500608 - MAE: 0.2827090052807201 Epoch: 5 Training loss: 0.1443140760064125 - MAE: 0.2864368585237521 Validation loss : 0.1415707692503929 - MAE: 0.2815798797681286 Epoch: 6 Training loss: 0.14458888828754424 - MAE: 0.2867332379237455 Validation loss : 0.13991272449493408 - MAE: 0.2813442573034388 Epoch: 7 Training loss: 0.1426651358604431 - MAE: 0.2830702813173875 Validation loss : 0.14005657616588804 - MAE: 0.28040410864338733 Epoch: 8 Training loss: 0.14226840168237687 - MAE: 0.2838351485433796 Validation loss : 0.14099578393830192 - MAE: 0.2833797767431743 Epoch: 9 Training loss: 0.14148026525974275 - MAE: 0.2832427237151646 Validation loss : 0.14043273280064264 - MAE: 0.28271952708757264 Epoch: 10 Training loss: 0.14019824892282487 - MAE: 0.28222110902213876 Validation loss : 0.14011621558003956 - MAE: 0.28137689227353097 Epoch: 11 Training loss: 0.13976321309804918 - MAE: 0.28157311139725216 Validation loss : 0.13934321949879327 - MAE: 0.2800334469654595 Epoch: 12 Training loss: 0.13962965697050095 - MAE: 0.2807720746056774 Validation loss : 0.13862393216954338 - MAE: 0.2791006925916734 Epoch: 13 Training loss: 0.14116415709257127 - MAE: 0.28111290087367563 Validation loss : 0.13831137120723724 - MAE: 0.27878225189482375 Epoch: 14 Training loss: 0.14097433745861054 - MAE: 0.2810930774720163 Validation loss : 0.14068220804135004 - MAE: 0.27968287461818175 Epoch: 15 Training loss: 0.13826070487499237 - MAE: 0.28027991989727363 Validation loss : 0.13831839130984414 - MAE: 0.2772302729416241 Epoch: 16 Training loss: 0.13835423320531845 - MAE: 0.27956778931423404 Validation loss : 0.14023681812816197 - MAE: 0.2797705888289552 Epoch: 17 Training loss: 0.14113707423210145 - MAE: 0.282105957018578 Validation loss : 0.14087573852803972 - MAE: 0.27942768438618604 Epoch: 18 Training loss: 0.13933166295289992 - MAE: 0.2805286352759056 Validation loss : 0.14126184499926037 - MAE: 0.2790748506372283 Epoch: 19 Training loss: 0.14015737652778626 - MAE: 0.27934483063892895 Validation loss : 0.14122374769714144 - MAE: 0.27925762827515244