Started at: 11:40:26
({'_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: 0.4581766623258591 - MAE: 0.5292641480208709
Validation loss : 0.22879805664221445 - MAE: 0.3594399771230401
Epoch: 1
Training loss: 0.19436429917812348 - MAE: 0.3385698724059062
Validation loss : 0.17431378530131447 - MAE: 0.3219149815721847
Epoch: 2
Training loss: 0.17444411993026734 - MAE: 0.31684918185002736
Validation loss : 0.16497086816363865 - MAE: 0.31185002325092886
Epoch: 3
Training loss: 0.1655295819044113 - MAE: 0.3086558034500663
Validation loss : 0.15977457662423453 - MAE: 0.3062515869775394
Epoch: 4
Training loss: 0.16229379653930665 - MAE: 0.3037281934486638
Validation loss : 0.15585461341672474 - MAE: 0.3013561711510056
Epoch: 5
Training loss: 0.15735343039035798 - MAE: 0.299567204911211
Validation loss : 0.1539518212278684 - MAE: 0.2993376751781608
Epoch: 6
Training loss: 0.15725925147533418 - MAE: 0.2996774680828566
Validation loss : 0.15224697606431115 - MAE: 0.2976658126019026
Epoch: 7
Training loss: 0.15550604462623596 - MAE: 0.2963955747939702
Validation loss : 0.15032305154535505 - MAE: 0.29504313159460227
Epoch: 8
Training loss: 0.1532408055663109 - MAE: 0.2955262865803256
Validation loss : 0.1494835408197509 - MAE: 0.2939865938164665
Epoch: 9
Training loss: 0.15284976929426194 - MAE: 0.2941793210474116
Validation loss : 0.1482765343454149 - MAE: 0.2924292223271092
Epoch: 10
Training loss: 0.15122360587120057 - MAE: 0.29247309200113303
Validation loss : 0.14710667315456602 - MAE: 0.2907982624220039
Epoch: 11
Training loss: 0.14901623457670213 - MAE: 0.290842407098567
Validation loss : 0.14528998070293003 - MAE: 0.28806596351171554
Epoch: 12
Training loss: 0.15042486935853958 - MAE: 0.29147855511346055
Validation loss : 0.14535025589995915 - MAE: 0.2886085535457345
Epoch: 13
Training loss: 0.1494656953215599 - MAE: 0.2891299573328347
Validation loss : 0.14426815013090769 - MAE: 0.2873694180544381
Epoch: 14
Training loss: 0.1479952174425125 - MAE: 0.28811694403834054
Validation loss : 0.14319962759812674 - MAE: 0.28503047862306335
Epoch: 15
Training loss: 0.14743517249822616 - MAE: 0.2894441080912908
Validation loss : 0.1425529478324784 - MAE: 0.28427138674014546
Epoch: 16
Training loss: 0.1472056606411934 - MAE: 0.28826150001116063
Validation loss : 0.14231768581602308 - MAE: 0.2836957414049199
Epoch: 17
Training loss: 0.14746369540691376 - MAE: 0.2876719212786702
Validation loss : 0.14165614379776847 - MAE: 0.2825364447060136
Epoch: 18
Training loss: 0.14586206912994384 - MAE: 0.28726508598945344
Validation loss : 0.14172622975375918 - MAE: 0.2823440762876256
Epoch: 19
Training loss: 0.14411092609167098 - MAE: 0.28331525149801606
Validation loss : 0.14173858612775803 - MAE: 0.28165875641190596
Epoch: 20
Training loss: 0.1458412790298462 - MAE: 0.28836162601454185
Validation loss : 0.1420300528407097 - MAE: 0.2818135184418199
Epoch: 21
Training loss: 0.14359384417533874 - MAE: 0.28367008833581675
Validation loss : 0.14278884480396906 - MAE: 0.282470371147959
Epoch: 22
Training loss: 0.14312834650278092 - MAE: 0.2853536132440727
Validation loss : 0.14090417987770504 - MAE: 0.28100331209885826
Epoch: 23
Training loss: 0.14215544492006302 - MAE: 0.2830347538878356
Validation loss : 0.14096137053436703 - MAE: 0.28121853405025504
Epoch: 24
Training loss: 0.13985051870346069 - MAE: 0.2811610997161699
Validation loss : 0.14087682300143772 - MAE: 0.2808628692269156
Epoch: 25
Training loss: 0.14080241113901137 - MAE: 0.28194490194175625
Validation loss : 0.14065353241231707 - MAE: 0.2808099722745957
Epoch: 26
Training loss: 0.1384972044825554 - MAE: 0.2791605790436576
Validation loss : 0.1407366825474633 - MAE: 0.2805860446655857
Epoch: 27
Training loss: 0.13983467131853103 - MAE: 0.28133399854582614
Validation loss : 0.14025809367497763 - MAE: 0.2799297949765587
Epoch: 28
Training loss: 0.13993725210428237 - MAE: 0.28220443916964283
Validation loss : 0.13990314801534018 - MAE: 0.27989342170405007
Epoch: 29
Training loss: 0.14149589121341705 - MAE: 0.2815215088063549
Validation loss : 0.1416006220711602 - MAE: 0.2809947371130881
Epoch: 30
Training loss: 0.14021062403917312 - MAE: 0.2818568970816918
Validation loss : 0.13931316716803444 - MAE: 0.27901043460897323
Epoch: 31
Training loss: 0.1397748327255249 - MAE: 0.2818365753571485
Validation loss : 0.13999877207809025 - MAE: 0.2795313999373246
Epoch: 32
Training loss: 0.13913215696811676 - MAE: 0.2803326784145337
Validation loss : 0.1392798183692826 - MAE: 0.2784266207764918
Epoch: 33
Training loss: 0.13869535088539123 - MAE: 0.2796544413412574
Validation loss : 0.13883256746662986 - MAE: 0.2784764861455369
Epoch: 34
Training loss: 0.13895126432180405 - MAE: 0.2802832069289966
Validation loss : 0.13895752363734776 - MAE: 0.27831060724960904
Epoch: 35
Training loss: 0.13770689696073532 - MAE: 0.27876250087946614
Validation loss : 0.13913418104251227 - MAE: 0.2784885610626609
Epoch: 36
Training loss: 0.13795556008815765 - MAE: 0.278460058505242
Validation loss : 0.13927457729975382 - MAE: 0.27904180660745354
Epoch: 37
Training loss: 0.13734985530376434 - MAE: 0.2776733372822094
Validation loss : 0.13867856727706063 - MAE: 0.2789078468398442
Stopped after 37 epochs.
Prediction MAE: 0.2660
Finished at: 11:40:26
Time taken: 8786 s.
0 days 2 hours 26 minutes 26 seconds