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Started at: 14:58:05 ({'architectures': ['BertForMaskedLM'], 'attention_probs_dropout_prob': 0.1, 'hidden_act': 'gelu', 'hidden_dropout_prob': 0.1, 'hidden_size': 768, 'initializer_range': 0.02, 'intermediate_size': 3072, 'max_position_embeddings': 512, 'model_type': 'bert', 'num_attention_heads': 12, 'num_hidden_layers': 12, 'type_vocab_size': 2, 'vocab_size': 32922, '_commit_hash': '44815f7e109b53547cccdf3c6847f4c28b989816'}, {}) Epoch: 0 Training loss: 0.25046255227726727 - MSE: 0.36727700175627953 Validation loss : 0.17648151460470576 - MSE: 0.32341695900998885 Epoch: 1 Training loss: 0.17091115193469875 - MSE: 0.31430697735027086 Validation loss : 0.16562944582917474 - MSE: 0.31155962633828027 Epoch: 2 Training loss: 0.16704481191517132 - MSE: 0.3114155539092336 Validation loss : 0.1604571777085463 - MSE: 0.30340937581848676 Epoch: 3 Training loss: 0.16466754909396777 - MSE: 0.30768393210761735 Validation loss : 0.1632813240091006 - MSE: 0.3109833563942495 Epoch: 4 Training loss: 0.16455070379421796 - MSE: 0.3093531171941453 Validation loss : 0.16564318244204376 - MSE: 0.30289557314252813 Epoch: 5 Training loss: 0.16568223224376058 - MSE: 0.30846559528561224 Validation loss : 0.1605968801022479 - MSE: 0.2988926674776124 Epoch: 6 Training loss: 0.15717696056223762 - MSE: 0.3022554811747332 Validation loss : 0.16166257779255058 - MSE: 0.29849396869512723 Epoch: 7 Training loss: 0.15822318865714338 - MSE: 0.30195677281494104 Validation loss : 0.1757645166733048 - MSE: 0.3080704490543514 Epoch: 8 Training loss: 0.15552518461939646 - MSE: 0.2998732285398632 Validation loss : 0.1911594748045459 - MSE: 0.32289788546992626 Epoch: 9 Training loss: 0.15594329739812063 - MSE: 0.3009645091966726 Validation loss : 0.19870018710692725 - MSE: 0.33138930551919304 Epoch: 10 Training loss: 0.1547534751521452 - MSE: 0.2992649989557918 Validation loss : 0.19730406333551262 - MSE: 0.3297122567265123 Epoch: 11 Training loss: 0.15529195780908395 - MSE: 0.29975488127620853 Validation loss : 0.18655535093311107 - MSE: 0.3217206286243775 Epoch: 12 Training loss: 0.15309068918001228 - MSE: 0.2969653755509521 Validation loss : 0.17314820917266788 - MSE: 0.30849219803901623 Epoch: 13 Training loss: 0.15322715030784534 - MSE: 0.29618723127423563 Validation loss : 0.1593460923794544 - MSE: 0.29643875794480956 Epoch: 14 Training loss: 0.1519091561209732 - MSE: 0.2967038231193114 Validation loss : 0.15947996328274408 - MSE: 0.2962177626613215 Epoch: 15 Training loss: 0.1513304633234963 - MSE: 0.2948141613710868 Validation loss : 0.17381140318783847 - MSE: 0.30743163511355315 Epoch: 16 Training loss: 0.15304585124559814 - MSE: 0.2953887584017137 Validation loss : 0.15291882255537945 - MSE: 0.2937530252336034 Epoch: 17 Training loss: 0.15207511008844762 - MSE: 0.29601101879974745 Validation loss : 0.15711521870936407 - MSE: 0.2956258048557993 Epoch: 18 Training loss: 0.1522078831032448 - MSE: 0.2947807228620845 Validation loss : 0.1593479738768303 - MSE: 0.2975361759408073 Epoch: 19 Training loss: 0.15030200151622597 - MSE: 0.29364889133341376 Validation loss : 0.15571271227390476 - MSE: 0.2947020680712253 Epoch: 20 Training loss: 0.14997340040990545 - MSE: 0.29321906843107093 Validation loss : 0.16053046500592522 - MSE: 0.2972562162079979 Epoch: 21 Training loss: 0.1503814266153096 - MSE: 0.29498264967501453 Validation loss : 0.18625259749365575 - MSE: 0.3214374853139268 |