12/31/2025 09:07:03 - INFO - __main__ - device: cuda n_gpu: 1, distributed training: Unsupported, 16-bits training: False 12/31/2025 09:09:25 - INFO - __main__ - ***** Running training ***** 12/31/2025 09:09:25 - INFO - __main__ - Num examples = 20143104 12/31/2025 09:09:25 - INFO - __main__ - Batch size = 32 12/31/2025 09:09:25 - INFO - __main__ - Num steps = 1101576 12/31/2025 09:22:03 - INFO - __main__ - flag_eval: common 12/31/2025 09:22:03 - INFO - __main__ - Sentence Level detection: acc:0.1829, precision:0.4506, recall:0.1490, f1:0.2239 12/31/2025 09:22:03 - INFO - __main__ - Sentence Level correction: acc:0.1162, precision:0.2625, recall:0.0647, f1:0.1038 12/31/2025 09:22:04 - INFO - __main__ - flag_eval: strict 12/31/2025 09:22:04 - INFO - __main__ - Sentence Level detection: acc:0.1829, precision:0.1279, recall:0.1490, f1:0.1376 12/31/2025 09:22:04 - INFO - __main__ - Sentence Level correction: acc:0.1162, precision:0.0555, recall:0.0647, f1:0.0597 12/31/2025 13:13:48 - INFO - __main__ - ***** Running evaluation ***** 12/31/2025 13:13:48 - INFO - __main__ - Num examples = 109089 12/31/2025 13:13:48 - INFO - __main__ - Batch size = 32 12/31/2025 13:26:25 - INFO - __main__ - flag_eval: common 12/31/2025 13:26:25 - INFO - __main__ - Sentence Level detection: acc:0.7364, precision:0.9741, recall:0.6851, f1:0.8044 12/31/2025 13:26:25 - INFO - __main__ - Sentence Level correction: acc:0.5761, precision:0.9636, recall:0.4824, f1:0.6430 12/31/2025 13:26:26 - INFO - __main__ - flag_eval: strict 12/31/2025 13:26:26 - INFO - __main__ - Sentence Level detection: acc:0.7364, precision:0.7923, recall:0.6851, f1:0.7348 12/31/2025 13:26:26 - INFO - __main__ - Sentence Level correction: acc:0.5761, precision:0.5579, recall:0.4824, f1:0.5174 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; loss/train_loss:0.037453905746468806 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; loss/eval_loss:0.041013875188771774 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; det/eval_det_loss:0.09709695273831735 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; cor/eval_cor_loss:0.02755504156968236 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; det/eval_det_macbert_loss:0.09540795864238658 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; cor/eval_cor_macbert_loss:0.03497673619573494 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; det/train_det_loss:0.10245838651936501 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; cor/train_cor_loss:0.16637890402522754 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; det/train_det_macbert_loss:0.10107964973468334 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; cor/train_cor_macbert_loss:0.15020995716522448 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; det/det_acc:0.7364353876192833 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; det/det_precision:0.7922538985049032 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; det/det_recall:0.6851221094582696 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; det/det_f1:0.7348036779324055 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; cor/cor_acc:0.5760617477472523 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; cor/cor_precision:0.5578747119661326 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; cor/cor_recall:0.4824366282033458 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; cor/cor_f1:0.517420477137177 12/31/2025 13:26:26 - INFO - __main__ - eval---epoch:0; global_step:10000; lr/lr:2.9994054140933278e-05 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, cor_acc = 0.5760617477472523 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, cor_f1 = 0.517420477137177 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, cor_precision = 0.5578747119661326 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, cor_recall = 0.4824366282033458 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, det_acc = 0.7364353876192833 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, det_f1 = 0.7348036779324055 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, det_precision = 0.7922538985049032 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, det_recall = 0.6851221094582696 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, eval_cor_loss = 0.02755504156968236 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, eval_cor_macbert_loss = 0.03497673619573494 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, eval_det_loss = 0.09709695273831735 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, eval_det_macbert_loss = 0.09540795864238658 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, eval_loss = 0.041013875188771774 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, global_step = 10000 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, lr = 2.9994054140933278e-05 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, train_cor_loss = 0.16637890402522754 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, train_cor_macbert_loss = 0.15020995716522448 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, train_det_loss = 0.10245838651936501 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, train_det_macbert_loss = 0.10107964973468334 12/31/2025 13:26:27 - INFO - __main__ - Global epoch: 0, step: 10000, train_loss = 0.037453905746468806 12/31/2025 17:18:37 - INFO - __main__ - ***** Running evaluation ***** 12/31/2025 17:18:37 - INFO - __main__ - Num examples = 109089 12/31/2025 17:18:37 - INFO - __main__ - Batch size = 32 12/31/2025 17:31:15 - INFO - __main__ - flag_eval: common 12/31/2025 17:31:15 - INFO - __main__ - Sentence Level detection: acc:0.7539, precision:0.9715, recall:0.7098, f1:0.8203 12/31/2025 17:31:15 - INFO - __main__ - Sentence Level correction: acc:0.6065, precision:0.9618, recall:0.5234, f1:0.6779 12/31/2025 17:31:16 - INFO - __main__ - flag_eval: strict 12/31/2025 17:31:16 - INFO - __main__ - Sentence Level detection: acc:0.7539, precision:0.7989, recall:0.7098, f1:0.7518 12/31/2025 17:31:16 - INFO - __main__ - Sentence Level correction: acc:0.6065, precision:0.5892, recall:0.5234, f1:0.5544 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; loss/train_loss:0.10228763100169097 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; loss/eval_loss:0.03719121807811023 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; det/eval_det_loss:0.09696177433388774 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; cor/eval_cor_loss:0.021600455334980714 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; det/eval_det_macbert_loss:0.09534921718155732 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; cor/eval_cor_macbert_loss:0.03197105644924424 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; det/train_det_loss:0.4047715658448325 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; cor/train_cor_loss:0.40033843709974837 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; det/train_det_macbert_loss:0.39783582574399273 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; cor/train_cor_macbert_loss:0.42073205082296383 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; det/det_acc:0.753944027353812 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; det/det_precision:0.7989489744024411 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; det/det_recall:0.7098220492145141 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; det/det_f1:0.7517530352202106 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; cor/cor_acc:0.606477280019067 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; cor/cor_precision:0.5891741755447468 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; cor/cor_recall:0.5234487232957968 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; cor/cor_f1:0.5543701649662889 12/31/2025 17:31:16 - INFO - __main__ - eval---epoch:0; global_step:20000; lr/lr:2.9975912046845362e-05 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, cor_acc = 0.606477280019067 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, cor_f1 = 0.5543701649662889 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, cor_precision = 0.5891741755447468 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, cor_recall = 0.5234487232957968 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, det_acc = 0.753944027353812 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, det_f1 = 0.7517530352202106 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, det_precision = 0.7989489744024411 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, det_recall = 0.7098220492145141 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, eval_cor_loss = 0.021600455334980714 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, eval_cor_macbert_loss = 0.03197105644924424 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, eval_det_loss = 0.09696177433388774 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, eval_det_macbert_loss = 0.09534921718155732 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, eval_loss = 0.03719121807811023 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, global_step = 20000 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, lr = 2.9975912046845362e-05 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, train_cor_loss = 0.40033843709974837 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, train_cor_macbert_loss = 0.42073205082296383 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, train_det_loss = 0.4047715658448325 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, train_det_macbert_loss = 0.39783582574399273 12/31/2025 17:31:33 - INFO - __main__ - Global epoch: 0, step: 20000, train_loss = 0.10228763100169097 12/31/2025 21:17:04 - INFO - __main__ - ***** Running evaluation ***** 12/31/2025 21:17:04 - INFO - __main__ - Num examples = 109089 12/31/2025 21:17:04 - INFO - __main__ - Batch size = 32 12/31/2025 21:29:43 - INFO - __main__ - flag_eval: common 12/31/2025 21:29:43 - INFO - __main__ - Sentence Level detection: acc:0.7670, precision:0.9731, recall:0.7255, f1:0.8313 12/31/2025 21:29:43 - INFO - __main__ - Sentence Level correction: acc:0.6288, precision:0.9649, recall:0.5509, f1:0.7014 12/31/2025 21:29:44 - INFO - __main__ - flag_eval: strict 12/31/2025 21:29:44 - INFO - __main__ - Sentence Level detection: acc:0.7670, precision:0.8116, recall:0.7255, f1:0.7661 12/31/2025 21:29:44 - INFO - __main__ - Sentence Level correction: acc:0.6288, precision:0.6162, recall:0.5509, f1:0.5817 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; loss/train_loss:0.019501577161004903 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; loss/eval_loss:0.03521023219332811 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; det/eval_det_loss:0.09688241297733535 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; cor/eval_cor_loss:0.018870065465758708 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; det/eval_det_macbert_loss:0.09530232426699778 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; cor/eval_cor_macbert_loss:0.030062583396366898 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; det/train_det_loss:0.08119228218164676 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; cor/train_cor_loss:0.07440343986249619 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; det/train_det_macbert_loss:0.07982934504728463 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; cor/train_cor_macbert_loss:0.08072522892201535 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; det/det_acc:0.7669884222973902 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; det/det_precision:0.8115831216629517 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; det/det_recall:0.7255317669956902 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; det/det_f1:0.7661487643748471 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; cor/cor_acc:0.6288168376279918 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; cor/cor_precision:0.6162459177854959 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; cor/cor_recall:0.5509059734000649 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; cor/cor_f1:0.5817470026914607 12/31/2025 21:29:44 - INFO - __main__ - eval---epoch:0; global_step:30000; lr/lr:2.9945587476150035e-05 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, cor_acc = 0.6288168376279918 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, cor_f1 = 0.5817470026914607 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, cor_precision = 0.6162459177854959 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, cor_recall = 0.5509059734000649 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, det_acc = 0.7669884222973902 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, det_f1 = 0.7661487643748471 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, det_precision = 0.8115831216629517 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, det_recall = 0.7255317669956902 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, eval_cor_loss = 0.018870065465758708 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, eval_cor_macbert_loss = 0.030062583396366898 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, eval_det_loss = 0.09688241297733535 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, eval_det_macbert_loss = 0.09530232426699778 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, eval_loss = 0.03521023219332811 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, global_step = 30000 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, lr = 2.9945587476150035e-05 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, train_cor_loss = 0.07440343986249619 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, train_cor_macbert_loss = 0.08072522892201535 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, train_det_loss = 0.08119228218164676 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, train_det_macbert_loss = 0.07982934504728463 12/31/2025 21:30:01 - INFO - __main__ - Global epoch: 0, step: 30000, train_loss = 0.019501577161004903 01/01/2026 01:22:21 - INFO - __main__ - ***** Running evaluation ***** 01/01/2026 01:22:21 - INFO - __main__ - Num examples = 109089 01/01/2026 01:22:21 - INFO - __main__ - Batch size = 32 01/01/2026 01:35:00 - INFO - __main__ - flag_eval: common 01/01/2026 01:35:00 - INFO - __main__ - Sentence Level detection: acc:0.7739, precision:0.9779, recall:0.7307, f1:0.8364 01/01/2026 01:35:00 - INFO - __main__ - Sentence Level correction: acc:0.6512, precision:0.9721, recall:0.5757, f1:0.7231 01/01/2026 01:35:01 - INFO - __main__ - flag_eval: strict 01/01/2026 01:35:01 - INFO - __main__ - Sentence Level detection: acc:0.7739, precision:0.8250, recall:0.7307, f1:0.7750 01/01/2026 01:35:01 - INFO - __main__ - Sentence Level correction: acc:0.6512, precision:0.6499, recall:0.5757, f1:0.6106 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; loss/train_loss:0.04684959115699049 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; loss/eval_loss:0.03383393191473902 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; det/eval_det_loss:0.0968078388929437 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; cor/eval_cor_loss:0.017164383152932828 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; det/eval_det_macbert_loss:0.09526594171021488 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; cor/eval_cor_macbert_loss:0.028549492777997152 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; det/train_det_loss:0.20191652712516853 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; cor/train_cor_loss:0.1760299022952686 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; det/train_det_macbert_loss:0.19858354432727657 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; cor/train_cor_macbert_loss:0.1942309295242444 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; det/det_acc:0.7738635426119957 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; det/det_precision:0.8249558563861095 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; det/det_recall:0.7307104129014319 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; det/det_f1:0.7749783438081721 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; cor/cor_acc:0.6511930625452612 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; cor/cor_precision:0.6499247923615199 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; cor/cor_recall:0.5756754251818899 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; cor/cor_f1:0.6105510195305061 01/01/2026 01:35:01 - INFO - __main__ - eval---epoch:0; global_step:40000; lr/lr:2.9903105097019234e-05 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, cor_acc = 0.6511930625452612 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, cor_f1 = 0.6105510195305061 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, cor_precision = 0.6499247923615199 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, cor_recall = 0.5756754251818899 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, det_acc = 0.7738635426119957 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, det_f1 = 0.7749783438081721 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, det_precision = 0.8249558563861095 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, det_recall = 0.7307104129014319 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, eval_cor_loss = 0.017164383152932828 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, eval_cor_macbert_loss = 0.028549492777997152 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, eval_det_loss = 0.0968078388929437 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, eval_det_macbert_loss = 0.09526594171021488 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, eval_loss = 0.03383393191473902 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, global_step = 40000 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, lr = 2.9903105097019234e-05 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, train_cor_loss = 0.1760299022952686 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, train_cor_macbert_loss = 0.1942309295242444 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, train_det_loss = 0.20191652712516853 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, train_det_macbert_loss = 0.19858354432727657 01/01/2026 01:35:20 - INFO - __main__ - Global epoch: 0, step: 40000, train_loss = 0.04684959115699049 01/01/2026 05:20:56 - INFO - __main__ - ***** Running evaluation ***** 01/01/2026 05:20:56 - INFO - __main__ - Num examples = 109089 01/01/2026 05:20:56 - INFO - __main__ - Batch size = 32 01/01/2026 05:33:33 - INFO - __main__ - flag_eval: common 01/01/2026 05:33:33 - INFO - __main__ - Sentence Level detection: acc:0.7820, precision:0.9749, recall:0.7437, f1:0.8437 01/01/2026 05:33:33 - INFO - __main__ - Sentence Level correction: acc:0.6626, precision:0.9686, recall:0.5928, f1:0.7355 01/01/2026 05:33:34 - INFO - __main__ - flag_eval: strict 01/01/2026 05:33:34 - INFO - __main__ - Sentence Level detection: acc:0.7820, precision:0.8228, recall:0.7437, f1:0.7813 01/01/2026 05:33:34 - INFO - __main__ - Sentence Level correction: acc:0.6626, precision:0.6559, recall:0.5928, f1:0.6227 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; loss/train_loss:0.015315293383025841 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; loss/eval_loss:0.032846904459415696 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; det/eval_det_loss:0.09676935055001815 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; cor/eval_cor_loss:0.01587513945144892 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; det/eval_det_macbert_loss:0.09525397708254522 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; cor/eval_cor_macbert_loss:0.02752522239420586 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; det/train_det_loss:0.06750950393676693 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; cor/train_cor_loss:0.05696381209996449 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; det/train_det_macbert_loss:0.06641238904553633 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; cor/train_cor_macbert_loss:0.0635468460281505 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; det/det_acc:0.7819945182374025 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; det/det_precision:0.822843225227535 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; det/det_recall:0.7436628203345845 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; det/det_f1:0.7812519017075813 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; cor/cor_acc:0.6625874286133341 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; cor/cor_precision:0.6558646327393924 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; cor/cor_recall:0.592752212799481 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; cor/cor_f1:0.6227133868042793 01/01/2026 05:33:34 - INFO - __main__ - eval---epoch:0; global_step:50000; lr/lr:2.98484994676547e-05 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, cor_acc = 0.6625874286133341 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, cor_f1 = 0.6227133868042793 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, cor_precision = 0.6558646327393924 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, cor_recall = 0.592752212799481 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, det_acc = 0.7819945182374025 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, det_f1 = 0.7812519017075813 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, det_precision = 0.822843225227535 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, det_recall = 0.7436628203345845 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, eval_cor_loss = 0.01587513945144892 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, eval_cor_macbert_loss = 0.02752522239420586 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, eval_det_loss = 0.09676935055001815 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, eval_det_macbert_loss = 0.09525397708254522 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, eval_loss = 0.032846904459415696 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, global_step = 50000 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, lr = 2.98484994676547e-05 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, train_cor_loss = 0.05696381209996449 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, train_cor_macbert_loss = 0.0635468460281505 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, train_det_loss = 0.06750950393676693 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, train_det_macbert_loss = 0.06641238904553633 01/01/2026 05:33:50 - INFO - __main__ - Global epoch: 0, step: 50000, train_loss = 0.015315293383025841 01/01/2026 09:26:09 - INFO - __main__ - ***** Running evaluation ***** 01/01/2026 09:26:09 - INFO - __main__ - Num examples = 109089 01/01/2026 09:26:09 - INFO - __main__ - Batch size = 32 01/01/2026 09:38:45 - INFO - __main__ - flag_eval: common 01/01/2026 09:38:45 - INFO - __main__ - Sentence Level detection: acc:0.7893, precision:0.9729, recall:0.7547, f1:0.8501 01/01/2026 09:38:45 - INFO - __main__ - Sentence Level correction: acc:0.6716, precision:0.9665, recall:0.6060, f1:0.7449 01/01/2026 09:38:46 - INFO - __main__ - flag_eval: strict 01/01/2026 09:38:46 - INFO - __main__ - Sentence Level detection: acc:0.7893, precision:0.8257, recall:0.7547, f1:0.7886 01/01/2026 09:38:46 - INFO - __main__ - Sentence Level correction: acc:0.6716, precision:0.6630, recall:0.6060, f1:0.6332 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; loss/train_loss:0.02992325309928183 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; loss/eval_loss:0.032291381625058325 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; det/eval_det_loss:0.09670754334892356 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; cor/eval_cor_loss:0.015069915684924617 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; det/eval_det_macbert_loss:0.09523926801571081 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; cor/eval_cor_macbert_loss:0.027036836567684044 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; det/train_det_loss:0.13449211598008604 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; cor/train_cor_loss:0.11038520596981997 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; det/train_det_macbert_loss:0.13235185763300733 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; cor/train_cor_macbert_loss:0.12415528979114172 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; det/det_acc:0.7893188130792289 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; det/det_precision:0.825740867493092 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; det/det_recall:0.7547384030770656 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; det/det_f1:0.7886447551600992 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; cor/cor_acc:0.6716167532931826 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; cor/cor_precision:0.6629908484802393 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; cor/cor_recall:0.6059826683349553 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; cor/cor_f1:0.6332062223836329 01/01/2026 09:38:46 - INFO - __main__ - eval---epoch:0; global_step:60000; lr/lr:2.978181500817592e-05 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, cor_acc = 0.6716167532931826 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, cor_f1 = 0.6332062223836329 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, cor_precision = 0.6629908484802393 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, cor_recall = 0.6059826683349553 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, det_acc = 0.7893188130792289 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, det_f1 = 0.7886447551600992 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, det_precision = 0.825740867493092 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, det_recall = 0.7547384030770656 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, eval_cor_loss = 0.015069915684924617 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, eval_cor_macbert_loss = 0.027036836567684044 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, eval_det_loss = 0.09670754334892356 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, eval_det_macbert_loss = 0.09523926801571081 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, eval_loss = 0.032291381625058325 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, global_step = 60000 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, lr = 2.978181500817592e-05 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, train_cor_loss = 0.11038520596981997 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, train_cor_macbert_loss = 0.12415528979114172 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, train_det_loss = 0.13449211598008604 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, train_det_macbert_loss = 0.13235185763300733 01/01/2026 09:39:05 - INFO - __main__ - Global epoch: 0, step: 60000, train_loss = 0.02992325309928183 01/01/2026 13:31:20 - INFO - __main__ - ***** Running evaluation ***** 01/01/2026 13:31:20 - INFO - __main__ - Num examples = 109089 01/01/2026 13:31:20 - INFO - __main__ - Batch size = 32 01/01/2026 13:43:59 - INFO - __main__ - flag_eval: common 01/01/2026 13:43:59 - INFO - __main__ - Sentence Level detection: acc:0.7937, precision:0.9744, recall:0.7592, f1:0.8535 01/01/2026 13:43:59 - INFO - __main__ - Sentence Level correction: acc:0.6827, precision:0.9688, recall:0.6189, f1:0.7553 01/01/2026 13:44:00 - INFO - __main__ - flag_eval: strict 01/01/2026 13:44:00 - INFO - __main__ - Sentence Level detection: acc:0.7937, precision:0.8328, recall:0.7592, f1:0.7943 01/01/2026 13:44:00 - INFO - __main__ - Sentence Level correction: acc:0.6827, precision:0.6789, recall:0.6189, f1:0.6475 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; loss/train_loss:3.9609386970212666 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; loss/eval_loss:0.03154812149301595 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; det/eval_det_loss:0.09664877431373797 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; cor/eval_cor_loss:0.014224558398737106 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; det/eval_det_macbert_loss:0.09521696318571116 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; cor/eval_cor_macbert_loss:0.026147653754200972 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; det/train_det_loss:18.103522603275014 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; cor/train_cor_loss:14.507786997708381 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; det/train_det_macbert_loss:17.820088707563468 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; cor/train_cor_macbert_loss:16.43217406734691 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; det/det_acc:0.7937280569076626 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; det/det_precision:0.8328250095310713 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; det/det_recall:0.7592450994021965 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; det/det_f1:0.7943347514635831 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; cor/cor_acc:0.6826902804132405 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; cor/cor_precision:0.6788918541110688 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; cor/cor_recall:0.6189119050929144 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; cor/cor_f1:0.6475158479085609 01/01/2026 13:44:00 - INFO - __main__ - eval---epoch:0; global_step:70000; lr/lr:2.9703105964485586e-05 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, cor_acc = 0.6826902804132405 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, cor_f1 = 0.6475158479085609 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, cor_precision = 0.6788918541110688 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, cor_recall = 0.6189119050929144 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, det_acc = 0.7937280569076626 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, det_f1 = 0.7943347514635831 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, det_precision = 0.8328250095310713 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, det_recall = 0.7592450994021965 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, eval_cor_loss = 0.014224558398737106 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, eval_cor_macbert_loss = 0.026147653754200972 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, eval_det_loss = 0.09664877431373797 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, eval_det_macbert_loss = 0.09521696318571116 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, eval_loss = 0.03154812149301595 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, global_step = 70000 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, lr = 2.9703105964485586e-05 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, train_cor_loss = 14.507786997708381 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, train_cor_macbert_loss = 16.43217406734691 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, train_det_loss = 18.103522603275014 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, train_det_macbert_loss = 17.820088707563468 01/01/2026 13:44:18 - INFO - __main__ - Global epoch: 0, step: 70000, train_loss = 3.9609386970212666 01/01/2026 17:29:53 - INFO - __main__ - ***** Running evaluation ***** 01/01/2026 17:29:53 - INFO - __main__ - Num examples = 109089 01/01/2026 17:29:53 - INFO - __main__ - Batch size = 32 01/01/2026 17:42:31 - INFO - __main__ - flag_eval: common 01/01/2026 17:42:31 - INFO - __main__ - Sentence Level detection: acc:0.7955, precision:0.9762, recall:0.7601, f1:0.8547 01/01/2026 17:42:31 - INFO - __main__ - Sentence Level correction: acc:0.6884, precision:0.9712, recall:0.6247, f1:0.7603 01/01/2026 17:42:33 - INFO - __main__ - flag_eval: strict 01/01/2026 17:42:33 - INFO - __main__ - Sentence Level detection: acc:0.7955, precision:0.8351, recall:0.7601, f1:0.7958 01/01/2026 17:42:33 - INFO - __main__ - Sentence Level correction: acc:0.6884, precision:0.6863, recall:0.6247, f1:0.6540 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; loss/train_loss:0.021901884230096022 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; loss/eval_loss:0.03126304619542859 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; det/eval_det_loss:0.0966465382571096 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; cor/eval_cor_loss:0.013840348574079517 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; det/eval_det_macbert_loss:0.09520950634496647 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; cor/eval_cor_macbert_loss:0.025862808581479865 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; det/train_det_loss:0.10116119374600506 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; cor/train_cor_loss:0.07983245638290787 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; det/train_det_macbert_loss:0.0995912614296069 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; cor/train_cor_macbert_loss:0.09087601449187581 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; det/det_acc:0.7955247550165461 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; det/det_precision:0.8350686047399638 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; det/det_recall:0.7600908290467584 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; det/det_f1:0.7958176150216518 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; cor/cor_acc:0.6883645463795617 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; cor/cor_precision:0.6862765063768043 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; cor/cor_recall:0.6246582325408963 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; cor/cor_f1:0.6540192380005095 01/01/2026 17:42:33 - INFO - __main__ - eval---epoch:0; global_step:80000; lr/lr:2.9612436364142123e-05 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, cor_acc = 0.6883645463795617 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, cor_f1 = 0.6540192380005095 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, cor_precision = 0.6862765063768043 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, cor_recall = 0.6246582325408963 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, det_acc = 0.7955247550165461 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, det_f1 = 0.7958176150216518 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, det_precision = 0.8350686047399638 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, det_recall = 0.7600908290467584 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, eval_cor_loss = 0.013840348574079517 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, eval_cor_macbert_loss = 0.025862808581479865 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, eval_det_loss = 0.0966465382571096 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, eval_det_macbert_loss = 0.09520950634496647 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, eval_loss = 0.03126304619542859 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, global_step = 80000 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, lr = 2.9612436364142123e-05 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, train_cor_loss = 0.07983245638290787 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, train_cor_macbert_loss = 0.09087601449187581 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, train_det_loss = 0.10116119374600506 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, train_det_macbert_loss = 0.0995912614296069 01/01/2026 17:42:49 - INFO - __main__ - Global epoch: 0, step: 80000, train_loss = 0.021901884230096022 01/01/2026 21:35:01 - INFO - __main__ - ***** Running evaluation ***** 01/01/2026 21:35:01 - INFO - __main__ - Num examples = 109089 01/01/2026 21:35:01 - INFO - __main__ - Batch size = 32 01/01/2026 21:47:38 - INFO - __main__ - flag_eval: common 01/01/2026 21:47:38 - INFO - __main__ - Sentence Level detection: acc:0.7984, precision:0.9761, recall:0.7640, f1:0.8571 01/01/2026 21:47:38 - INFO - __main__ - Sentence Level correction: acc:0.6973, precision:0.9714, recall:0.6362, f1:0.7688 01/01/2026 21:47:39 - INFO - __main__ - flag_eval: strict 01/01/2026 21:47:39 - INFO - __main__ - Sentence Level detection: acc:0.7984, precision:0.8396, recall:0.7640, f1:0.8000 01/01/2026 21:47:39 - INFO - __main__ - Sentence Level correction: acc:0.6973, precision:0.6991, recall:0.6362, f1:0.6662 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; loss/train_loss:0.08406162230291783 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; loss/eval_loss:0.030743155336295253 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; det/eval_det_loss:0.0965870682535651 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; cor/eval_cor_loss:0.013236278385574169 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; det/eval_det_macbert_loss:0.09517930360028766 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; cor/eval_cor_macbert_loss:0.02525943082002898 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; det/train_det_loss:0.39407741724400147 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; cor/train_cor_loss:0.3045018796420776 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; det/train_det_macbert_loss:0.38803321373372646 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; cor/train_cor_macbert_loss:0.348646783131653 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; det/det_acc:0.7984398060299388 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; det/det_precision:0.8396017417432711 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; det/det_recall:0.7639835024792623 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; det/det_f1:0.8000097053221561 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; cor/cor_acc:0.6973113696156349 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; cor/cor_precision:0.6991418604058974 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; cor/cor_recall:0.6361740581120534 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; cor/cor_f1:0.6661733127904015 01/01/2026 21:47:39 - INFO - __main__ - eval---epoch:0; global_step:90000; lr/lr:2.9509879964275093e-05 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, cor_acc = 0.6973113696156349 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, cor_f1 = 0.6661733127904015 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, cor_precision = 0.6991418604058974 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, cor_recall = 0.6361740581120534 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, det_acc = 0.7984398060299388 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, det_f1 = 0.8000097053221561 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, det_precision = 0.8396017417432711 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, det_recall = 0.7639835024792623 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, eval_cor_loss = 0.013236278385574169 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, eval_cor_macbert_loss = 0.02525943082002898 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, eval_det_loss = 0.0965870682535651 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, eval_det_macbert_loss = 0.09517930360028766 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, eval_loss = 0.030743155336295253 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, global_step = 90000 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, lr = 2.9509879964275093e-05 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, train_cor_loss = 0.3045018796420776 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, train_cor_macbert_loss = 0.348646783131653 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, train_det_loss = 0.39407741724400147 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, train_det_macbert_loss = 0.38803321373372646 01/01/2026 21:47:58 - INFO - __main__ - Global epoch: 0, step: 90000, train_loss = 0.08406162230291783 01/02/2026 01:33:34 - INFO - __main__ - ***** Running evaluation ***** 01/02/2026 01:33:34 - INFO - __main__ - Num examples = 109089 01/02/2026 01:33:34 - INFO - __main__ - Batch size = 32 01/02/2026 01:46:13 - INFO - __main__ - flag_eval: common 01/02/2026 01:46:13 - INFO - __main__ - Sentence Level detection: acc:0.8024, precision:0.9761, recall:0.7691, f1:0.8603 01/02/2026 01:46:13 - INFO - __main__ - Sentence Level correction: acc:0.7017, precision:0.9715, recall:0.6418, f1:0.7730 01/02/2026 01:46:14 - INFO - __main__ - flag_eval: strict 01/02/2026 01:46:14 - INFO - __main__ - Sentence Level detection: acc:0.8024, precision:0.8404, recall:0.7691, f1:0.8032 01/02/2026 01:46:14 - INFO - __main__ - Sentence Level correction: acc:0.7017, precision:0.7014, recall:0.6418, f1:0.6703 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; loss/train_loss:0.01707477082339187 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; loss/eval_loss:0.030496973886745167 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; det/eval_det_loss:0.0965598131756879 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; cor/eval_cor_loss:0.012904966017094828 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; det/eval_det_macbert_loss:0.09517909446854075 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; cor/eval_cor_macbert_loss:0.025016339413594532 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; det/train_det_loss:0.0805504613107123 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; cor/train_cor_loss:0.06163715333004126 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; det/train_det_macbert_loss:0.07932157712988346 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; cor/train_cor_macbert_loss:0.07085385445520664 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; det/det_acc:0.8023998753311516 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; det/det_precision:0.8404461380698578 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; det/det_recall:0.7691042216970202 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; det/det_f1:0.8031940957623785 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; cor/cor_acc:0.7016931129628102 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; cor/cor_precision:0.7013634809910241 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; cor/cor_recall:0.6418277028592613 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; cor/cor_f1:0.6702761561961224 01/02/2026 01:46:14 - INFO - __main__ - eval---epoch:0; global_step:100000; lr/lr:2.9395520191585894e-05 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, cor_acc = 0.7016931129628102 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, cor_f1 = 0.6702761561961224 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, cor_precision = 0.7013634809910241 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, cor_recall = 0.6418277028592613 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, det_acc = 0.8023998753311516 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, det_f1 = 0.8031940957623785 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, det_precision = 0.8404461380698578 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, det_recall = 0.7691042216970202 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, eval_cor_loss = 0.012904966017094828 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, eval_cor_macbert_loss = 0.025016339413594532 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, eval_det_loss = 0.0965598131756879 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, eval_det_macbert_loss = 0.09517909446854075 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, eval_loss = 0.030496973886745167 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, global_step = 100000 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, lr = 2.9395520191585894e-05 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, train_cor_loss = 0.06163715333004126 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, train_cor_macbert_loss = 0.07085385445520664 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, train_det_loss = 0.0805504613107123 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, train_det_macbert_loss = 0.07932157712988346 01/02/2026 01:46:30 - INFO - __main__ - Global epoch: 0, step: 100000, train_loss = 0.01707477082339187 01/02/2026 05:38:42 - INFO - __main__ - ***** Running evaluation ***** 01/02/2026 05:38:42 - INFO - __main__ - Num examples = 109089 01/02/2026 05:38:42 - INFO - __main__ - Batch size = 32 01/02/2026 05:51:20 - INFO - __main__ - flag_eval: common 01/02/2026 05:51:20 - INFO - __main__ - Sentence Level detection: acc:0.8031, precision:0.9744, recall:0.7715, f1:0.8611 01/02/2026 05:51:20 - INFO - __main__ - Sentence Level correction: acc:0.7044, precision:0.9696, recall:0.6468, f1:0.7759 01/02/2026 05:51:21 - INFO - __main__ - flag_eval: strict 01/02/2026 05:51:21 - INFO - __main__ - Sentence Level detection: acc:0.8031, precision:0.8405, recall:0.7715, f1:0.8045 01/02/2026 05:51:21 - INFO - __main__ - Sentence Level correction: acc:0.7044, precision:0.7046, recall:0.6468, f1:0.6744 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; loss/train_loss:0.041973461629734386 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; loss/eval_loss:0.03030588681807147 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; det/eval_det_loss:0.09652344822638967 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; cor/eval_cor_loss:0.012619795534521264 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; det/eval_det_macbert_loss:0.09518078488972977 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; cor/eval_cor_macbert_loss:0.024858012300435748 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; det/train_det_loss:0.19903961325534048 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; cor/train_cor_loss:0.15105974953102716 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; det/train_det_macbert_loss:0.19601727489076703 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; cor/train_cor_macbert_loss:0.17426866174962394 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; det/det_acc:0.8031423883251291 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; det/det_precision:0.840502334974126 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; det/det_recall:0.771502386579545 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; det/det_f1:0.8045256303383954 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; cor/cor_acc:0.7044431610886523 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; cor/cor_precision:0.704606840843115 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; cor/cor_recall:0.6467630566754715 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; cor/cor_f1:0.6744469815036304 01/02/2026 05:51:21 - INFO - __main__ - eval---epoch:0; global_step:110000; lr/lr:2.9269450074482478e-05 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, cor_acc = 0.7044431610886523 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, cor_f1 = 0.6744469815036304 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, cor_precision = 0.704606840843115 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, cor_recall = 0.6467630566754715 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, det_acc = 0.8031423883251291 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, det_f1 = 0.8045256303383954 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, det_precision = 0.840502334974126 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, det_recall = 0.771502386579545 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, eval_cor_loss = 0.012619795534521264 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, eval_cor_macbert_loss = 0.024858012300435748 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, eval_det_loss = 0.09652344822638967 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, eval_det_macbert_loss = 0.09518078488972977 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, eval_loss = 0.03030588681807147 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, global_step = 110000 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, lr = 2.9269450074482478e-05 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, train_cor_loss = 0.15105974953102716 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, train_cor_macbert_loss = 0.17426866174962394 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, train_det_loss = 0.19903961325534048 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, train_det_macbert_loss = 0.19601727489076703 01/02/2026 05:51:40 - INFO - __main__ - Global epoch: 0, step: 110000, train_loss = 0.041973461629734386 01/02/2026 09:37:13 - INFO - __main__ - ***** Running evaluation ***** 01/02/2026 09:37:13 - INFO - __main__ - Num examples = 109089 01/02/2026 09:37:13 - INFO - __main__ - Batch size = 32 01/02/2026 09:49:50 - INFO - __main__ - flag_eval: common 01/02/2026 09:49:50 - INFO - __main__ - Sentence Level detection: acc:0.8107, precision:0.9748, recall:0.7809, f1:0.8672 01/02/2026 09:49:50 - INFO - __main__ - Sentence Level correction: acc:0.7112, precision:0.9702, recall:0.6552, f1:0.7822 01/02/2026 09:49:51 - INFO - __main__ - flag_eval: strict 01/02/2026 09:49:51 - INFO - __main__ - Sentence Level detection: acc:0.8107, precision:0.8453, recall:0.7809, f1:0.8118 01/02/2026 09:49:51 - INFO - __main__ - Sentence Level correction: acc:0.7112, precision:0.7092, recall:0.6552, f1:0.6811 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; loss/train_loss:0.01402111787806296 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; loss/eval_loss:0.029928564616869147 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; det/eval_det_loss:0.09651307449317055 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; cor/eval_cor_loss:0.012196027093427843 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; det/eval_det_macbert_loss:0.09515931931706825 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; cor/eval_cor_macbert_loss:0.024399582563638163 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; det/train_det_loss:0.06707246876516507 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; cor/train_cor_loss:0.05026117377308809 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; det/train_det_macbert_loss:0.06606423505653347 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; cor/train_cor_macbert_loss:0.0582075721762624 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; det/det_acc:0.8106866870170228 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; det/det_precision:0.8452740748172207 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; det/det_recall:0.7808865100329023 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; det/det_f1:0.8118055848293055 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; cor/cor_acc:0.7112357799594826 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; cor/cor_precision:0.7092211033220049 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; cor/cor_recall:0.6551971824458964 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; cor/cor_f1:0.6811396086885827 01/02/2026 09:49:51 - INFO - __main__ - eval---epoch:0; global_step:120000; lr/lr:2.913177216740346e-05 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, cor_acc = 0.7112357799594826 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, cor_f1 = 0.6811396086885827 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, cor_precision = 0.7092211033220049 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, cor_recall = 0.6551971824458964 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, det_acc = 0.8106866870170228 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, det_f1 = 0.8118055848293055 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, det_precision = 0.8452740748172207 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, det_recall = 0.7808865100329023 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, eval_cor_loss = 0.012196027093427843 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, eval_cor_macbert_loss = 0.024399582563638163 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, eval_det_loss = 0.09651307449317055 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, eval_det_macbert_loss = 0.09515931931706825 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, eval_loss = 0.029928564616869147 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, global_step = 120000 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, lr = 2.913177216740346e-05 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, train_cor_loss = 0.05026117377308809 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, train_cor_macbert_loss = 0.0582075721762624 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, train_det_loss = 0.06707246876516507 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, train_det_macbert_loss = 0.06606423505653347 01/02/2026 09:50:08 - INFO - __main__ - Global epoch: 0, step: 120000, train_loss = 0.01402111787806296 01/02/2026 13:42:09 - INFO - __main__ - ***** Running evaluation ***** 01/02/2026 13:42:09 - INFO - __main__ - Num examples = 109089 01/02/2026 13:42:09 - INFO - __main__ - Batch size = 32 01/02/2026 13:54:48 - INFO - __main__ - flag_eval: common 01/02/2026 13:54:48 - INFO - __main__ - Sentence Level detection: acc:0.8103, precision:0.9766, recall:0.7789, f1:0.8666 01/02/2026 13:54:48 - INFO - __main__ - Sentence Level correction: acc:0.7143, precision:0.9723, recall:0.6576, f1:0.7846 01/02/2026 13:54:49 - INFO - __main__ - flag_eval: strict 01/02/2026 13:54:49 - INFO - __main__ - Sentence Level detection: acc:0.8103, precision:0.8483, recall:0.7789, f1:0.8121 01/02/2026 13:54:49 - INFO - __main__ - Sentence Level correction: acc:0.7143, precision:0.7161, recall:0.6576, f1:0.6856 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; loss/train_loss:0.02767132493707034 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; loss/eval_loss:0.029791858465536638 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; det/eval_det_loss:0.0965206406789943 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; cor/eval_cor_loss:0.012027134827466793 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; det/eval_det_macbert_loss:0.09515668979508196 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; cor/eval_cor_macbert_loss:0.024245942050246543 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; det/train_det_loss:0.13313193386515457 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; cor/train_cor_loss:0.09890422361784601 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; det/train_det_macbert_loss:0.1311357966305583 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; cor/train_cor_macbert_loss:0.1148962859562153 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; det/det_acc:0.8102558461439742 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; det/det_precision:0.8482764711819926 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; det/det_recall:0.7788938319662635 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; det/det_f1:0.8121059116275698 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; cor/cor_acc:0.7142516660708229 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; cor/cor_precision:0.7161350560209953 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; cor/cor_recall:0.6575605913156309 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; cor/cor_f1:0.6855990143260938 01/02/2026 13:54:49 - INFO - __main__ - eval---epoch:0; global_step:130000; lr/lr:2.8982598467392964e-05 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, cor_acc = 0.7142516660708229 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, cor_f1 = 0.6855990143260938 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, cor_precision = 0.7161350560209953 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, cor_recall = 0.6575605913156309 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, det_acc = 0.8102558461439742 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, det_f1 = 0.8121059116275698 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, det_precision = 0.8482764711819926 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, det_recall = 0.7788938319662635 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, eval_cor_loss = 0.012027134827466793 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, eval_cor_macbert_loss = 0.024245942050246543 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, eval_det_loss = 0.0965206406789943 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, eval_det_macbert_loss = 0.09515668979508196 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, eval_loss = 0.029791858465536638 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, global_step = 130000 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, lr = 2.8982598467392964e-05 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, train_cor_loss = 0.09890422361784601 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, train_cor_macbert_loss = 0.1148962859562153 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, train_det_loss = 0.13313193386515457 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, train_det_macbert_loss = 0.1311357966305583 01/02/2026 13:55:07 - INFO - __main__ - Global epoch: 0, step: 130000, train_loss = 0.02767132493707034 01/02/2026 17:47:19 - INFO - __main__ - ***** Running evaluation ***** 01/02/2026 17:47:19 - INFO - __main__ - Num examples = 109089 01/02/2026 17:47:19 - INFO - __main__ - Batch size = 32 01/02/2026 17:59:56 - INFO - __main__ - flag_eval: common 01/02/2026 17:59:56 - INFO - __main__ - Sentence Level detection: acc:0.8107, precision:0.9753, recall:0.7806, f1:0.8671 01/02/2026 17:59:56 - INFO - __main__ - Sentence Level correction: acc:0.7152, precision:0.9709, recall:0.6598, f1:0.7857 01/02/2026 17:59:57 - INFO - __main__ - flag_eval: strict 01/02/2026 17:59:57 - INFO - __main__ - Sentence Level detection: acc:0.8107, precision:0.8470, recall:0.7806, f1:0.8124 01/02/2026 17:59:57 - INFO - __main__ - Sentence Level correction: acc:0.7152, precision:0.7160, recall:0.6598, f1:0.6868 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; loss/train_loss:1.8678959792376146 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; loss/eval_loss:0.029651350871152244 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; det/eval_det_loss:0.09649710652722322 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; cor/eval_cor_loss:0.011819936465409868 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; det/eval_det_macbert_loss:0.09515932236850803 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; cor/eval_cor_macbert_loss:0.024126222791552666 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; det/train_det_loss:9.032835386871222 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; cor/train_cor_loss:6.657554588236508 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; det/train_det_macbert_loss:8.898304774902948 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; cor/train_cor_macbert_loss:7.7583234802351075 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; det/det_acc:0.8107416879795396 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; det/det_precision:0.8470242136229916 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; det/det_recall:0.780550535242597 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; det/det_f1:0.8124299099229461 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; cor/cor_acc:0.7152050160877815 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; cor/cor_precision:0.7159990948178321 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; cor/cor_recall:0.659808146809398 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; cor/cor_f1:0.6867561407951379 01/02/2026 17:59:57 - INFO - __main__ - eval---epoch:0; global_step:140000; lr/lr:2.882205032299424e-05 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, cor_acc = 0.7152050160877815 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, cor_f1 = 0.6867561407951379 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, cor_precision = 0.7159990948178321 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, cor_recall = 0.659808146809398 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, det_acc = 0.8107416879795396 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, det_f1 = 0.8124299099229461 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, det_precision = 0.8470242136229916 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, det_recall = 0.780550535242597 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, eval_cor_loss = 0.011819936465409868 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, eval_cor_macbert_loss = 0.024126222791552666 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, eval_det_loss = 0.09649710652722322 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, eval_det_macbert_loss = 0.09515932236850803 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, eval_loss = 0.029651350871152244 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, global_step = 140000 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, lr = 2.882205032299424e-05 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, train_cor_loss = 6.657554588236508 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, train_cor_macbert_loss = 7.7583234802351075 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, train_det_loss = 9.032835386871222 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, train_det_macbert_loss = 8.898304774902948 01/02/2026 18:00:15 - INFO - __main__ - Global epoch: 0, step: 140000, train_loss = 1.8678959792376146 01/02/2026 21:45:48 - INFO - __main__ - ***** Running evaluation ***** 01/02/2026 21:45:48 - INFO - __main__ - Num examples = 109089 01/02/2026 21:45:48 - INFO - __main__ - Batch size = 32 01/02/2026 21:58:26 - INFO - __main__ - flag_eval: common 01/02/2026 21:58:26 - INFO - __main__ - Sentence Level detection: acc:0.8152, precision:0.9756, recall:0.7860, f1:0.8706 01/02/2026 21:58:26 - INFO - __main__ - Sentence Level correction: acc:0.7201, precision:0.9714, recall:0.6659, f1:0.7901 01/02/2026 21:58:28 - INFO - __main__ - flag_eval: strict 01/02/2026 21:58:28 - INFO - __main__ - Sentence Level detection: acc:0.8152, precision:0.8508, recall:0.7860, f1:0.8171 01/02/2026 21:58:28 - INFO - __main__ - Sentence Level correction: acc:0.7201, precision:0.7208, recall:0.6659, f1:0.6923 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; loss/train_loss:0.02055362036191349 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; loss/eval_loss:0.02939252703027689 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; det/eval_det_loss:0.09645208910138192 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; cor/eval_cor_loss:0.011498880557634256 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; det/eval_det_macbert_loss:0.09514246369012812 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; cor/eval_cor_macbert_loss:0.02384920084258698 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; det/train_det_loss:0.10024676492045442 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; cor/train_cor_loss:0.07297886971860189 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; det/train_det_macbert_loss:0.09875666796887361 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; cor/train_cor_macbert_loss:0.08534871022739485 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; det/det_acc:0.8151692654621456 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; det/det_precision:0.8507780856960137 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; det/det_recall:0.7860303999258539 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; det/det_f1:0.8171236217580077 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; cor/cor_acc:0.7201276022330391 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; cor/cor_precision:0.7207669254015825 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; cor/cor_recall:0.6659136197228788 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; cor/cor_f1:0.6922553488736203 01/02/2026 21:58:28 - INFO - __main__ - eval---epoch:0; global_step:150000; lr/lr:2.8650258335536104e-05 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, cor_acc = 0.7201276022330391 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, cor_f1 = 0.6922553488736203 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, cor_precision = 0.7207669254015825 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, cor_recall = 0.6659136197228788 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, det_acc = 0.8151692654621456 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, det_f1 = 0.8171236217580077 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, det_precision = 0.8507780856960137 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, det_recall = 0.7860303999258539 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, eval_cor_loss = 0.011498880557634256 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, eval_cor_macbert_loss = 0.02384920084258698 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, eval_det_loss = 0.09645208910138192 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, eval_det_macbert_loss = 0.09514246369012812 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, eval_loss = 0.02939252703027689 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, global_step = 150000 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, lr = 2.8650258335536104e-05 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, train_cor_loss = 0.07297886971860189 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, train_cor_macbert_loss = 0.08534871022739485 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, train_det_loss = 0.10024676492045442 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, train_det_macbert_loss = 0.09875666796887361 01/02/2026 21:58:44 - INFO - __main__ - Global epoch: 0, step: 150000, train_loss = 0.02055362036191349 01/03/2026 01:51:00 - INFO - __main__ - ***** Running evaluation ***** 01/03/2026 01:51:00 - INFO - __main__ - Num examples = 109089 01/03/2026 01:51:00 - INFO - __main__ - Batch size = 32 01/03/2026 02:03:37 - INFO - __main__ - flag_eval: common 01/03/2026 02:03:37 - INFO - __main__ - Sentence Level detection: acc:0.8171, precision:0.9752, recall:0.7889, f1:0.8722 01/03/2026 02:03:37 - INFO - __main__ - Sentence Level correction: acc:0.7227, precision:0.9710, recall:0.6696, f1:0.7926 01/03/2026 02:03:38 - INFO - __main__ - flag_eval: strict 01/03/2026 02:03:38 - INFO - __main__ - Sentence Level detection: acc:0.8171, precision:0.8510, recall:0.7889, f1:0.8188 01/03/2026 02:03:38 - INFO - __main__ - Sentence Level correction: acc:0.7227, precision:0.7222, recall:0.6696, f1:0.6949 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; loss/train_loss:0.02057967540769542 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; loss/eval_loss:0.02929368445158826 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; det/eval_det_loss:0.09646649682488619 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; cor/eval_cor_loss:0.011378839217309372 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; det/eval_det_macbert_loss:0.09514540518196893 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; cor/eval_cor_macbert_loss:0.023733609724037374 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; det/train_det_loss:0.10111338448173793 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; cor/train_cor_loss:0.07279981771110611 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; det/train_det_macbert_loss:0.09959881956513861 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; cor/train_cor_macbert_loss:0.08547143824832969 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; det/det_acc:0.8171126328044074 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; det/det_precision:0.8509622594351413 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; det/det_recall:0.788891978312248 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; det/det_f1:0.8187524047710658 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; cor/cor_acc:0.7226943138171584 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; cor/cor_precision:0.7222444388902775 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; cor/cor_recall:0.6695630010658511 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; cor/cor_f1:0.6949066948826472 01/03/2026 02:03:38 - INFO - __main__ - eval---epoch:1; global_step:160000; lr/lr:2.8467362252892478e-05 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, cor_acc = 0.7226943138171584 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, cor_f1 = 0.6949066948826472 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, cor_precision = 0.7222444388902775 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, cor_recall = 0.6695630010658511 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, det_acc = 0.8171126328044074 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, det_f1 = 0.8187524047710658 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, det_precision = 0.8509622594351413 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, det_recall = 0.788891978312248 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, eval_cor_loss = 0.011378839217309372 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, eval_cor_macbert_loss = 0.023733609724037374 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, eval_det_loss = 0.09646649682488619 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, eval_det_macbert_loss = 0.09514540518196893 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, eval_loss = 0.02929368445158826 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, global_step = 160000 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, lr = 2.8467362252892478e-05 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, train_cor_loss = 0.07279981771110611 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, train_cor_macbert_loss = 0.08547143824832969 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, train_det_loss = 0.10111338448173793 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, train_det_macbert_loss = 0.09959881956513861 01/03/2026 02:03:57 - INFO - __main__ - Global epoch: 1, step: 160000, train_loss = 0.02057967540769542 01/03/2026 05:49:31 - INFO - __main__ - ***** Running evaluation ***** 01/03/2026 05:49:31 - INFO - __main__ - Num examples = 109089 01/03/2026 05:49:31 - INFO - __main__ - Batch size = 32 01/03/2026 06:02:10 - INFO - __main__ - flag_eval: common 01/03/2026 06:02:10 - INFO - __main__ - Sentence Level detection: acc:0.8172, precision:0.9746, recall:0.7896, f1:0.8724 01/03/2026 06:02:10 - INFO - __main__ - Sentence Level correction: acc:0.7249, precision:0.9703, recall:0.6730, f1:0.7947 01/03/2026 06:02:11 - INFO - __main__ - flag_eval: strict 01/03/2026 06:02:11 - INFO - __main__ - Sentence Level detection: acc:0.8172, precision:0.8517, recall:0.7896, f1:0.8195 01/03/2026 06:02:11 - INFO - __main__ - Sentence Level correction: acc:0.7249, precision:0.7259, recall:0.6730, f1:0.6984 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; loss/train_loss:0.016136674564584213 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; loss/eval_loss:0.029133529595897472 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; det/eval_det_loss:0.09643278374057891 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; cor/eval_cor_loss:0.011195941653657887 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; det/eval_det_macbert_loss:0.09513783649295979 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; cor/eval_cor_macbert_loss:0.023546957408960737 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; det/train_det_loss:0.08006804088578412 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; cor/train_cor_loss:0.056876361848190615 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; det/train_det_macbert_loss:0.07887705886581516 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; cor/train_cor_macbert_loss:0.0669490824461168 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; det/det_acc:0.8172134679023549 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; det/det_precision:0.8516995751062234 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; det/det_recall:0.7895755132304555 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; det/det_f1:0.8194618122354752 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; cor/cor_acc:0.724940186453263 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; cor/cor_precision:0.7259060234941265 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; cor/cor_recall:0.6729575049816952 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; cor/cor_f1:0.6984296844940361 01/03/2026 06:02:11 - INFO - __main__ - eval---epoch:1; global_step:170000; lr/lr:2.8273510855801483e-05 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, cor_acc = 0.724940186453263 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, cor_f1 = 0.6984296844940361 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, cor_precision = 0.7259060234941265 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, cor_recall = 0.6729575049816952 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, det_acc = 0.8172134679023549 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, det_f1 = 0.8194618122354752 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, det_precision = 0.8516995751062234 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, det_recall = 0.7895755132304555 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, eval_cor_loss = 0.011195941653657887 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, eval_cor_macbert_loss = 0.023546957408960737 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, eval_det_loss = 0.09643278374057891 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, eval_det_macbert_loss = 0.09513783649295979 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, eval_loss = 0.029133529595897472 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, global_step = 170000 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, lr = 2.8273510855801483e-05 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, train_cor_loss = 0.056876361848190615 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, train_cor_macbert_loss = 0.0669490824461168 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, train_det_loss = 0.08006804088578412 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, train_det_macbert_loss = 0.07887705886581516 01/03/2026 06:02:28 - INFO - __main__ - Global epoch: 1, step: 170000, train_loss = 0.016136674564584213 01/03/2026 09:54:38 - INFO - __main__ - ***** Running evaluation ***** 01/03/2026 09:54:38 - INFO - __main__ - Num examples = 109089 01/03/2026 09:54:38 - INFO - __main__ - Batch size = 32 01/03/2026 10:07:17 - INFO - __main__ - flag_eval: common 01/03/2026 10:07:17 - INFO - __main__ - Sentence Level detection: acc:0.8217, precision:0.9748, recall:0.7952, f1:0.8759 01/03/2026 10:07:17 - INFO - __main__ - Sentence Level correction: acc:0.7276, precision:0.9705, recall:0.6762, f1:0.7971 01/03/2026 10:07:18 - INFO - __main__ - flag_eval: strict 01/03/2026 10:07:18 - INFO - __main__ - Sentence Level detection: acc:0.8217, precision:0.8527, recall:0.7952, f1:0.8230 01/03/2026 10:07:18 - INFO - __main__ - Sentence Level correction: acc:0.7276, precision:0.7251, recall:0.6762, f1:0.6998 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; loss/train_loss:0.039637275301240726 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; loss/eval_loss:0.029080985802026726 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; det/eval_det_loss:0.09641340070676328 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; cor/eval_cor_loss:0.011118499626529358 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; det/eval_det_macbert_loss:0.09514232325181693 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; cor/eval_cor_macbert_loss:0.023503395745695092 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; det/train_det_loss:0.19666330760096018 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; cor/train_cor_loss:0.13958648121989428 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; det/train_det_macbert_loss:0.19373209340455536 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; cor/train_cor_macbert_loss:0.16457691004269231 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; det/det_acc:0.8217052131745639 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; det/det_precision:0.8527219420081 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; det/det_recall:0.7952059873024699 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; det/det_f1:0.822960254181404 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; cor/cor_acc:0.727552732172813 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; cor/cor_precision:0.7251223693691455 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; cor/cor_recall:0.6762129848463784 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; cor/cor_f1:0.6998141598225525 01/03/2026 10:07:18 - INFO - __main__ - eval---epoch:1; global_step:180000; lr/lr:2.8068861836836563e-05 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, cor_acc = 0.727552732172813 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, cor_f1 = 0.6998141598225525 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, cor_precision = 0.7251223693691455 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, cor_recall = 0.6762129848463784 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, det_acc = 0.8217052131745639 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, det_f1 = 0.822960254181404 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, det_precision = 0.8527219420081 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, det_recall = 0.7952059873024699 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, eval_cor_loss = 0.011118499626529358 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, eval_cor_macbert_loss = 0.023503395745695092 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, eval_det_loss = 0.09641340070676328 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, eval_det_macbert_loss = 0.09514232325181693 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, eval_loss = 0.029080985802026726 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, global_step = 180000 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, lr = 2.8068861836836563e-05 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, train_cor_loss = 0.13958648121989428 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, train_cor_macbert_loss = 0.16457691004269231 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, train_det_loss = 0.19666330760096018 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, train_det_macbert_loss = 0.19373209340455536 01/03/2026 10:07:36 - INFO - __main__ - Global epoch: 1, step: 180000, train_loss = 0.039637275301240726 01/03/2026 13:53:11 - INFO - __main__ - ***** Running evaluation ***** 01/03/2026 13:53:11 - INFO - __main__ - Num examples = 109089 01/03/2026 13:53:11 - INFO - __main__ - Batch size = 32 01/03/2026 14:05:49 - INFO - __main__ - flag_eval: common 01/03/2026 14:05:49 - INFO - __main__ - Sentence Level detection: acc:0.8181, precision:0.9771, recall:0.7887, f1:0.8728 01/03/2026 14:05:49 - INFO - __main__ - Sentence Level correction: acc:0.7295, precision:0.9734, recall:0.6767, f1:0.7984 01/03/2026 14:05:50 - INFO - __main__ - flag_eval: strict 01/03/2026 14:05:50 - INFO - __main__ - Sentence Level detection: acc:0.8181, precision:0.8542, recall:0.7887, f1:0.8201 01/03/2026 14:05:50 - INFO - __main__ - Sentence Level correction: acc:0.7295, precision:0.7329, recall:0.6767, f1:0.7037 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; loss/train_loss:0.013347201436955197 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; loss/eval_loss:0.02888765359885512 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; det/eval_det_loss:0.09641467441092905 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; cor/eval_cor_loss:0.010903060865715858 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; det/eval_det_macbert_loss:0.0951410443599851 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; cor/eval_cor_macbert_loss:0.023263936128704317 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; det/train_det_loss:0.06674624005634341 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; cor/train_cor_loss:0.04683585916170361 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; det/train_det_macbert_loss:0.06575411152791157 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; cor/train_cor_macbert_loss:0.05540244140347267 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; det/det_acc:0.8181484842651413 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; det/det_precision:0.8541815672250455 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; det/det_recall:0.7886602715603133 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; det/det_f1:0.8201143297733283 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; cor/cor_acc:0.7295419336505056 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; cor/cor_precision:0.7328941589811155 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; cor/cor_recall:0.676676398350248 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; cor/cor_f1:0.7036642150218961 01/03/2026 14:05:50 - INFO - __main__ - eval---epoch:1; global_step:190000; lr/lr:2.7853581672128093e-05 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, cor_acc = 0.7295419336505056 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, cor_f1 = 0.7036642150218961 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, cor_precision = 0.7328941589811155 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, cor_recall = 0.676676398350248 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, det_acc = 0.8181484842651413 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, det_f1 = 0.8201143297733283 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, det_precision = 0.8541815672250455 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, det_recall = 0.7886602715603133 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, eval_cor_loss = 0.010903060865715858 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, eval_cor_macbert_loss = 0.023263936128704317 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, eval_det_loss = 0.09641467441092905 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, eval_det_macbert_loss = 0.0951410443599851 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, eval_loss = 0.02888765359885512 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, global_step = 190000 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, lr = 2.7853581672128093e-05 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, train_cor_loss = 0.04683585916170361 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, train_cor_macbert_loss = 0.05540244140347267 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, train_det_loss = 0.06674624005634341 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, train_det_macbert_loss = 0.06575411152791157 01/03/2026 14:06:07 - INFO - __main__ - Global epoch: 1, step: 190000, train_loss = 0.013347201436955197 01/03/2026 17:58:15 - INFO - __main__ - ***** Running evaluation ***** 01/03/2026 17:58:15 - INFO - __main__ - Num examples = 109089 01/03/2026 17:58:15 - INFO - __main__ - Batch size = 32 01/03/2026 18:10:55 - INFO - __main__ - flag_eval: common 01/03/2026 18:10:55 - INFO - __main__ - Sentence Level detection: acc:0.8237, precision:0.9756, recall:0.7971, f1:0.8774 01/03/2026 18:10:55 - INFO - __main__ - Sentence Level correction: acc:0.7329, precision:0.9716, recall:0.6824, f1:0.8017 01/03/2026 18:10:56 - INFO - __main__ - flag_eval: strict 01/03/2026 18:10:56 - INFO - __main__ - Sentence Level detection: acc:0.8237, precision:0.8559, recall:0.7971, f1:0.8255 01/03/2026 18:10:56 - INFO - __main__ - Sentence Level correction: acc:0.7329, precision:0.7327, recall:0.6824, f1:0.7067 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; loss/train_loss:0.026273699649060744 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; loss/eval_loss:0.028760320613200593 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; det/eval_det_loss:0.09640558436840589 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; cor/eval_cor_loss:0.010775145994730314 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; det/eval_det_macbert_loss:0.09513165907701136 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; cor/eval_cor_macbert_loss:0.023095504306497042 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; det/train_det_loss:0.13198829641368875 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; cor/train_cor_loss:0.09198475881652074 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; det/train_det_macbert_loss:0.13002379613189813 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; cor/train_cor_macbert_loss:0.10905968452998616 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; det/det_acc:0.8236852478251703 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; det/det_precision:0.8559344172565215 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; det/det_recall:0.7971407386811251 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; det/det_f1:0.8254920427346838 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; cor/cor_acc:0.7328878255369469 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; cor/cor_precision:0.7327179767872914 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; cor/cor_recall:0.6823879697854396 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; cor/cor_f1:0.7066579485672124 01/03/2026 18:10:56 - INFO - __main__ - eval---epoch:1; global_step:200000; lr/lr:2.762784548593977e-05 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, cor_acc = 0.7328878255369469 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, cor_f1 = 0.7066579485672124 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, cor_precision = 0.7327179767872914 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, cor_recall = 0.6823879697854396 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, det_acc = 0.8236852478251703 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, det_f1 = 0.8254920427346838 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, det_precision = 0.8559344172565215 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, det_recall = 0.7971407386811251 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, eval_cor_loss = 0.010775145994730314 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, eval_cor_macbert_loss = 0.023095504306497042 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, eval_det_loss = 0.09640558436840589 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, eval_det_macbert_loss = 0.09513165907701136 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, eval_loss = 0.028760320613200593 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, global_step = 200000 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, lr = 2.762784548593977e-05 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, train_cor_loss = 0.09198475881652074 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, train_cor_macbert_loss = 0.10905968452998616 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, train_det_loss = 0.13198829641368875 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, train_det_macbert_loss = 0.13002379613189813 01/03/2026 18:11:14 - INFO - __main__ - Global epoch: 1, step: 200000, train_loss = 0.026273699649060744 01/03/2026 22:03:33 - INFO - __main__ - ***** Running evaluation ***** 01/03/2026 22:03:33 - INFO - __main__ - Num examples = 109089 01/03/2026 22:03:33 - INFO - __main__ - Batch size = 32 01/03/2026 22:16:12 - INFO - __main__ - flag_eval: common 01/03/2026 22:16:12 - INFO - __main__ - Sentence Level detection: acc:0.8214, precision:0.9766, recall:0.7933, f1:0.8755 01/03/2026 22:16:12 - INFO - __main__ - Sentence Level correction: acc:0.7320, precision:0.9728, recall:0.6803, f1:0.8007 01/03/2026 22:16:13 - INFO - __main__ - flag_eval: strict 01/03/2026 22:16:13 - INFO - __main__ - Sentence Level detection: acc:0.8214, precision:0.8561, recall:0.7933, f1:0.8235 01/03/2026 22:16:13 - INFO - __main__ - Sentence Level correction: acc:0.7320, precision:0.7342, recall:0.6803, f1:0.7062 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; loss/train_loss:1.1917760894792992 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; loss/eval_loss:0.02882449911720013 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; det/eval_det_loss:0.09639553083759429 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; cor/eval_cor_loss:0.010823203926493434 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; det/eval_det_macbert_loss:0.09513236669431994 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; cor/eval_cor_macbert_loss:0.02320010384380363 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; det/train_det_loss:6.0154111946940425 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; cor/train_cor_loss:4.1626061178105624 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; det/train_det_macbert_loss:5.926361047856851 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; cor/train_cor_macbert_loss:4.946738100859569 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; det/det_acc:0.8214027078807212 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; det/det_precision:0.8561301292790878 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; det/det_recall:0.793305991936605 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; det/det_f1:0.8235216298452177 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; cor/cor_acc:0.7319986433095913 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; cor/cor_precision:0.7341901927933785 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; cor/cor_recall:0.6803141943556236 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; cor/cor_f1:0.7062261722931122 01/03/2026 22:16:13 - INFO - __main__ - eval---epoch:1; global_step:210000; lr/lr:2.7391836908210074e-05 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, cor_acc = 0.7319986433095913 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, cor_f1 = 0.7062261722931122 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, cor_precision = 0.7341901927933785 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, cor_recall = 0.6803141943556236 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, det_acc = 0.8214027078807212 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, det_f1 = 0.8235216298452177 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, det_precision = 0.8561301292790878 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, det_recall = 0.793305991936605 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, eval_cor_loss = 0.010823203926493434 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, eval_cor_macbert_loss = 0.02320010384380363 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, eval_det_loss = 0.09639553083759429 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, eval_det_macbert_loss = 0.09513236669431994 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, eval_loss = 0.02882449911720013 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, global_step = 210000 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, lr = 2.7391836908210074e-05 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, train_cor_loss = 4.1626061178105624 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, train_cor_macbert_loss = 4.946738100859569 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, train_det_loss = 6.0154111946940425 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, train_det_macbert_loss = 5.926361047856851 01/03/2026 22:16:14 - INFO - __main__ - Global epoch: 1, step: 210000, train_loss = 1.1917760894792992 01/04/2026 02:01:49 - INFO - __main__ - ***** Running evaluation ***** 01/04/2026 02:01:49 - INFO - __main__ - Num examples = 109089 01/04/2026 02:01:49 - INFO - __main__ - Batch size = 32 01/04/2026 02:14:25 - INFO - __main__ - flag_eval: common 01/04/2026 02:14:25 - INFO - __main__ - Sentence Level detection: acc:0.8230, precision:0.9761, recall:0.7958, f1:0.8767 01/04/2026 02:14:25 - INFO - __main__ - Sentence Level correction: acc:0.7351, precision:0.9723, recall:0.6847, f1:0.8035 01/04/2026 02:14:27 - INFO - __main__ - flag_eval: strict 01/04/2026 02:14:27 - INFO - __main__ - Sentence Level detection: acc:0.8230, precision:0.8587, recall:0.7958, f1:0.8260 01/04/2026 02:14:27 - INFO - __main__ - Sentence Level correction: acc:0.7351, precision:0.7388, recall:0.6847, f1:0.7107 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; loss/train_loss:0.019630334294184607 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; loss/eval_loss:0.028627635476981324 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; det/eval_det_loss:0.09640389538228913 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; cor/eval_cor_loss:0.010604920008174933 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; det/eval_det_macbert_loss:0.09512017148526943 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; cor/eval_cor_macbert_loss:0.022955855241630196 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; det/train_det_loss:0.09955883868041908 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; cor/train_cor_loss:0.06840056341292099 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; det/train_det_macbert_loss:0.09808785245532371 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; cor/train_cor_macbert_loss:0.08147669052738754 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; det/det_acc:0.8229610684853652 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; det/det_precision:0.8586626329803858 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; det/det_recall:0.7957620835071134 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; det/det_f1:0.8260166316916102 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; cor/cor_acc:0.7350695303834484 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; cor/cor_precision:0.7388021451877039 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; cor/cor_recall:0.6846818666295936 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; cor/cor_f1:0.7107131905068277 01/04/2026 02:14:27 - INFO - __main__ - eval---epoch:1; global_step:220000; lr/lr:2.7145747925174524e-05 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, cor_acc = 0.7350695303834484 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, cor_f1 = 0.7107131905068277 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, cor_precision = 0.7388021451877039 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, cor_recall = 0.6846818666295936 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, det_acc = 0.8229610684853652 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, det_f1 = 0.8260166316916102 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, det_precision = 0.8586626329803858 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, det_recall = 0.7957620835071134 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, eval_cor_loss = 0.010604920008174933 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, eval_cor_macbert_loss = 0.022955855241630196 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, eval_det_loss = 0.09640389538228913 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, eval_det_macbert_loss = 0.09512017148526943 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, eval_loss = 0.028627635476981324 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, global_step = 220000 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, lr = 2.7145747925174524e-05 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, train_cor_loss = 0.06840056341292099 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, train_cor_macbert_loss = 0.08147669052738754 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, train_det_loss = 0.09955883868041908 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, train_det_macbert_loss = 0.09808785245532371 01/04/2026 02:14:45 - INFO - __main__ - Global epoch: 1, step: 220000, train_loss = 0.019630334294184607 01/04/2026 06:07:02 - INFO - __main__ - ***** Running evaluation ***** 01/04/2026 06:07:02 - INFO - __main__ - Num examples = 109089 01/04/2026 06:07:02 - INFO - __main__ - Batch size = 32 01/04/2026 06:19:41 - INFO - __main__ - flag_eval: common 01/04/2026 06:19:41 - INFO - __main__ - Sentence Level detection: acc:0.8246, precision:0.9758, recall:0.7981, f1:0.8780 01/04/2026 06:19:41 - INFO - __main__ - Sentence Level correction: acc:0.7356, precision:0.9720, recall:0.6857, f1:0.8041 01/04/2026 06:19:42 - INFO - __main__ - flag_eval: strict 01/04/2026 06:19:42 - INFO - __main__ - Sentence Level detection: acc:0.8246, precision:0.8581, recall:0.7981, f1:0.8270 01/04/2026 06:19:42 - INFO - __main__ - Sentence Level correction: acc:0.7356, precision:0.7372, recall:0.6857, f1:0.7105 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; loss/train_loss:0.07409785320177334 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; loss/eval_loss:0.028578300483369717 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; det/eval_det_loss:0.09638155068261851 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; cor/eval_cor_loss:0.01050419957456521 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; det/eval_det_macbert_loss:0.09512074443732005 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; cor/eval_cor_macbert_loss:0.022944335427929216 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; det/train_det_loss:0.3767872259610643 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; cor/train_cor_loss:0.2578006691831318 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; det/train_det_macbert_loss:0.3712272955981867 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; cor/train_cor_macbert_loss:0.3075883063322331 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; det/det_acc:0.824574430052526 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; det/det_precision:0.858050372437159 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; det/det_recall:0.7980675656888642 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; det/det_f1:0.8269727127576562 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; cor/cor_acc:0.7356470404898753 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; cor/cor_precision:0.737213821279988 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; cor/cor_recall:0.685678205662913 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; cor/cor_f1:0.710512731245273 01/04/2026 06:19:42 - INFO - __main__ - eval---epoch:1; global_step:230000; lr/lr:2.6889778723190365e-05 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, cor_acc = 0.7356470404898753 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, cor_f1 = 0.710512731245273 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, cor_precision = 0.737213821279988 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, cor_recall = 0.685678205662913 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, det_acc = 0.824574430052526 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, det_f1 = 0.8269727127576562 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, det_precision = 0.858050372437159 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, det_recall = 0.7980675656888642 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, eval_cor_loss = 0.01050419957456521 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, eval_cor_macbert_loss = 0.022944335427929216 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, eval_det_loss = 0.09638155068261851 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, eval_det_macbert_loss = 0.09512074443732005 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, eval_loss = 0.028578300483369717 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, global_step = 230000 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, lr = 2.6889778723190365e-05 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, train_cor_loss = 0.2578006691831318 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, train_cor_macbert_loss = 0.3075883063322331 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, train_det_loss = 0.3767872259610643 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, train_det_macbert_loss = 0.3712272955981867 01/04/2026 06:19:43 - INFO - __main__ - Global epoch: 1, step: 230000, train_loss = 0.07409785320177334 01/04/2026 10:05:14 - INFO - __main__ - ***** Running evaluation ***** 01/04/2026 10:05:14 - INFO - __main__ - Num examples = 109089 01/04/2026 10:05:14 - INFO - __main__ - Batch size = 32 01/04/2026 10:17:50 - INFO - __main__ - flag_eval: common 01/04/2026 10:17:50 - INFO - __main__ - Sentence Level detection: acc:0.8275, precision:0.9767, recall:0.8010, f1:0.8802 01/04/2026 10:17:50 - INFO - __main__ - Sentence Level correction: acc:0.7403, precision:0.9731, recall:0.6908, f1:0.8080 01/04/2026 10:17:51 - INFO - __main__ - flag_eval: strict 01/04/2026 10:17:51 - INFO - __main__ - Sentence Level detection: acc:0.8275, precision:0.8597, recall:0.8010, f1:0.8293 01/04/2026 10:17:51 - INFO - __main__ - Sentence Level correction: acc:0.7403, precision:0.7415, recall:0.6908, f1:0.7153 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; loss/train_loss:0.015606827673535082 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; loss/eval_loss:0.028450849517629453 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; det/eval_det_loss:0.09636319712857214 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; cor/eval_cor_loss:0.010356034547547455 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; det/eval_det_macbert_loss:0.09512118048085666 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; cor/eval_cor_macbert_loss:0.02279577775260669 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; det/train_det_loss:0.07967899624555667 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; cor/train_cor_loss:0.05419656373238055 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; det/train_det_macbert_loss:0.07850455341443632 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; cor/train_cor_macbert_loss:0.06477647759757416 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; det/det_acc:0.8274619805846603 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; det/det_precision:0.8597274377657855 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; det/det_recall:0.8010218267760323 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; det/det_f1:0.8293370437452771 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; cor/cor_acc:0.7402762881683763 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; cor/cor_precision:0.7414637785680536 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; cor/cor_recall:0.6908336808934612 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; cor/cor_f1:0.7152538713430652 01/04/2026 10:17:51 - INFO - __main__ - eval---epoch:1; global_step:240000; lr/lr:2.66241375258907e-05 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, cor_acc = 0.7402762881683763 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, cor_f1 = 0.7152538713430652 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, cor_precision = 0.7414637785680536 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, cor_recall = 0.6908336808934612 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, det_acc = 0.8274619805846603 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, det_f1 = 0.8293370437452771 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, det_precision = 0.8597274377657855 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, det_recall = 0.8010218267760323 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, eval_cor_loss = 0.010356034547547455 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, eval_cor_macbert_loss = 0.02279577775260669 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, eval_det_loss = 0.09636319712857214 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, eval_det_macbert_loss = 0.09512118048085666 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, eval_loss = 0.028450849517629453 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, global_step = 240000 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, lr = 2.66241375258907e-05 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, train_cor_loss = 0.05419656373238055 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, train_cor_macbert_loss = 0.06477647759757416 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, train_det_loss = 0.07967899624555667 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, train_det_macbert_loss = 0.07850455341443632 01/04/2026 10:18:09 - INFO - __main__ - Global epoch: 1, step: 240000, train_loss = 0.015606827673535082 01/04/2026 14:10:27 - INFO - __main__ - ***** Running evaluation ***** 01/04/2026 14:10:27 - INFO - __main__ - Num examples = 109089 01/04/2026 14:10:27 - INFO - __main__ - Batch size = 32 01/04/2026 14:23:06 - INFO - __main__ - flag_eval: common 01/04/2026 14:23:06 - INFO - __main__ - Sentence Level detection: acc:0.8274, precision:0.9746, recall:0.8027, f1:0.8804 01/04/2026 14:23:06 - INFO - __main__ - Sentence Level correction: acc:0.7389, precision:0.9706, recall:0.6909, f1:0.8072 01/04/2026 14:23:07 - INFO - __main__ - flag_eval: strict 01/04/2026 14:23:07 - INFO - __main__ - Sentence Level detection: acc:0.8274, precision:0.8570, recall:0.8027, f1:0.8290 01/04/2026 14:23:07 - INFO - __main__ - Sentence Level correction: acc:0.7389, precision:0.7376, recall:0.6909, f1:0.7135 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; loss/train_loss:0.0378936410872354 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; loss/eval_loss:0.028399125507690626 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; det/eval_det_loss:0.09638339840694803 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; cor/eval_cor_loss:0.010285966317231483 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; det/eval_det_macbert_loss:0.09511565861989242 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; cor/eval_cor_macbert_loss:0.022741551964500895 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; det/train_det_loss:0.19443078477322973 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; cor/train_cor_loss:0.13128799304331346 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; det/train_det_macbert_loss:0.1915626989793684 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; cor/train_cor_macbert_loss:0.15724153266264357 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; det/det_acc:0.8273794791408849 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; det/det_precision:0.8569644049768719 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; det/det_recall:0.8027364567403494 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; det/det_f1:0.8289645271280732 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; cor/cor_acc:0.7389012641054552 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; cor/cor_precision:0.7375887401983823 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; cor/cor_recall:0.6909147782566384 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; cor/cor_f1:0.713489262427469 01/04/2026 14:23:07 - INFO - __main__ - eval---epoch:1; global_step:250000; lr/lr:2.6349040424800502e-05 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, cor_acc = 0.7389012641054552 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, cor_f1 = 0.713489262427469 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, cor_precision = 0.7375887401983823 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, cor_recall = 0.6909147782566384 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, det_acc = 0.8273794791408849 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, det_f1 = 0.8289645271280732 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, det_precision = 0.8569644049768719 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, det_recall = 0.8027364567403494 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, eval_cor_loss = 0.010285966317231483 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, eval_cor_macbert_loss = 0.022741551964500895 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, eval_det_loss = 0.09638339840694803 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, eval_det_macbert_loss = 0.09511565861989242 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, eval_loss = 0.028399125507690626 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, global_step = 250000 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, lr = 2.6349040424800502e-05 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, train_cor_loss = 0.13128799304331346 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, train_cor_macbert_loss = 0.15724153266264357 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, train_det_loss = 0.19443078477322973 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, train_det_macbert_loss = 0.1915626989793684 01/04/2026 14:23:08 - INFO - __main__ - Global epoch: 1, step: 250000, train_loss = 0.0378936410872354 01/04/2026 18:08:38 - INFO - __main__ - ***** Running evaluation ***** 01/04/2026 18:08:38 - INFO - __main__ - Num examples = 109089 01/04/2026 18:08:38 - INFO - __main__ - Batch size = 32 01/04/2026 18:21:19 - INFO - __main__ - flag_eval: common 01/04/2026 18:21:19 - INFO - __main__ - Sentence Level detection: acc:0.8269, precision:0.9766, recall:0.8004, f1:0.8798 01/04/2026 18:21:19 - INFO - __main__ - Sentence Level correction: acc:0.7433, precision:0.9732, recall:0.6947, f1:0.8107 01/04/2026 18:21:20 - INFO - __main__ - flag_eval: strict 01/04/2026 18:21:20 - INFO - __main__ - Sentence Level detection: acc:0.8269, precision:0.8623, recall:0.8004, f1:0.8302 01/04/2026 18:21:20 - INFO - __main__ - Sentence Level correction: acc:0.7433, precision:0.7484, recall:0.6947, f1:0.7206 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; loss/train_loss:0.012881390458654324 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; loss/eval_loss:0.028272980066167578 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; det/eval_det_loss:0.09637413430785335 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; cor/eval_cor_loss:0.010171158271241711 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; det/eval_det_macbert_loss:0.09511304905567655 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; cor/eval_cor_macbert_loss:0.022561642561655035 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; det/train_det_loss:0.06647147144805869 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; cor/train_cor_loss:0.04451399484747842 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; det/train_det_macbert_loss:0.06549005410432059 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; cor/train_cor_macbert_loss:0.053435289474698555 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; det/det_acc:0.8269486382678364 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; det/det_precision:0.8623009335529929 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; det/det_recall:0.8004425598961954 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; det/det_f1:0.8302211006969479 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; cor/cor_acc:0.7433013411068027 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; cor/cor_precision:0.7484149568169337 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; cor/cor_recall:0.6947263543259651 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; cor/cor_f1:0.7205719778899303 01/04/2026 18:21:20 - INFO - __main__ - eval---epoch:1; global_step:260000; lr/lr:2.6064711203552346e-05 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, cor_acc = 0.7433013411068027 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, cor_f1 = 0.7205719778899303 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, cor_precision = 0.7484149568169337 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, cor_recall = 0.6947263543259651 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, det_acc = 0.8269486382678364 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, det_f1 = 0.8302211006969479 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, det_precision = 0.8623009335529929 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, det_recall = 0.8004425598961954 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, eval_cor_loss = 0.010171158271241711 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, eval_cor_macbert_loss = 0.022561642561655035 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, eval_det_loss = 0.09637413430785335 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, eval_det_macbert_loss = 0.09511304905567655 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, eval_loss = 0.028272980066167578 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, global_step = 260000 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, lr = 2.6064711203552346e-05 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, train_cor_loss = 0.04451399484747842 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, train_cor_macbert_loss = 0.053435289474698555 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, train_det_loss = 0.06647147144805869 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, train_det_macbert_loss = 0.06549005410432059 01/04/2026 18:21:38 - INFO - __main__ - Global epoch: 1, step: 260000, train_loss = 0.012881390458654324 01/04/2026 22:13:43 - INFO - __main__ - ***** Running evaluation ***** 01/04/2026 22:13:43 - INFO - __main__ - Num examples = 109089 01/04/2026 22:13:43 - INFO - __main__ - Batch size = 32 01/04/2026 22:26:23 - INFO - __main__ - flag_eval: common 01/04/2026 22:26:23 - INFO - __main__ - Sentence Level detection: acc:0.8281, precision:0.9755, recall:0.8029, f1:0.8809 01/04/2026 22:26:23 - INFO - __main__ - Sentence Level correction: acc:0.7443, precision:0.9719, recall:0.6970, f1:0.8118 01/04/2026 22:26:24 - INFO - __main__ - flag_eval: strict 01/04/2026 22:26:24 - INFO - __main__ - Sentence Level detection: acc:0.8281, precision:0.8587, recall:0.8029, f1:0.8299 01/04/2026 22:26:24 - INFO - __main__ - Sentence Level correction: acc:0.7443, precision:0.7454, recall:0.6970, f1:0.7204 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; loss/train_loss:0.025329585620174545 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; loss/eval_loss:0.028165332095468718 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; det/eval_det_loss:0.09634721530991823 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; cor/eval_cor_loss:0.010027751636797056 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; det/eval_det_macbert_loss:0.09510891615898859 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; cor/eval_cor_macbert_loss:0.022457239581465862 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; det/train_det_loss:0.13097692325070429 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; cor/train_cor_loss:0.08741752100427443 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; det/train_det_macbert_loss:0.12904619290940814 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; cor/train_cor_macbert_loss:0.10509213935089137 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; det/det_acc:0.8281403257890346 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; det/det_precision:0.8586933627386601 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; det/det_recall:0.8029334074794939 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; det/det_f1:0.8298778041873469 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; cor/cor_acc:0.7443096920862782 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; cor/cor_precision:0.745387865346731 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; cor/cor_recall:0.6969854951573289 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; cor/cor_f1:0.7203745502224191 01/04/2026 22:26:24 - INFO - __main__ - eval---epoch:1; global_step:270000; lr/lr:2.5771381155844772e-05 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, cor_acc = 0.7443096920862782 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, cor_f1 = 0.7203745502224191 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, cor_precision = 0.745387865346731 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, cor_recall = 0.6969854951573289 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, det_acc = 0.8281403257890346 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, det_f1 = 0.8298778041873469 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, det_precision = 0.8586933627386601 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, det_recall = 0.8029334074794939 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, eval_cor_loss = 0.010027751636797056 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, eval_cor_macbert_loss = 0.022457239581465862 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, eval_det_loss = 0.09634721530991823 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, eval_det_macbert_loss = 0.09510891615898859 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, eval_loss = 0.028165332095468718 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, global_step = 270000 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, lr = 2.5771381155844772e-05 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, train_cor_loss = 0.08741752100427443 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, train_cor_macbert_loss = 0.10509213935089137 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, train_det_loss = 0.13097692325070429 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, train_det_macbert_loss = 0.12904619290940814 01/04/2026 22:26:25 - INFO - __main__ - Global epoch: 1, step: 270000, train_loss = 0.025329585620174545 01/05/2026 02:18:45 - INFO - __main__ - ***** Running evaluation ***** 01/05/2026 02:18:45 - INFO - __main__ - Num examples = 109089 01/05/2026 02:18:45 - INFO - __main__ - Batch size = 32 01/05/2026 02:31:26 - INFO - __main__ - flag_eval: common 01/05/2026 02:31:26 - INFO - __main__ - Sentence Level detection: acc:0.8315, precision:0.9748, recall:0.8079, f1:0.8836 01/05/2026 02:31:26 - INFO - __main__ - Sentence Level correction: acc:0.7454, precision:0.9710, recall:0.6990, f1:0.8129 01/05/2026 02:31:27 - INFO - __main__ - flag_eval: strict 01/05/2026 02:31:27 - INFO - __main__ - Sentence Level detection: acc:0.8315, precision:0.8607, recall:0.8079, f1:0.8335 01/05/2026 02:31:27 - INFO - __main__ - Sentence Level correction: acc:0.7454, precision:0.7447, recall:0.6990, f1:0.7211 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; loss/train_loss:0.8717147392328531 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; loss/eval_loss:0.02810816874449657 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; det/eval_det_loss:0.09635264061913397 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; cor/eval_cor_loss:0.009967041720758508 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; det/eval_det_macbert_loss:0.09510451698540873 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; cor/eval_cor_macbert_loss:0.022383266444501202 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; det/train_det_loss:4.508327027550459 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; cor/train_cor_loss:3.007063632265742 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; det/train_det_macbert_loss:4.441652831952581 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; cor/train_cor_macbert_loss:3.6179019220200326 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; det/det_acc:0.8315045513296483 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; det/det_precision:0.8606832543443917 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; det/det_recall:0.8079151026460911 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; det/det_f1:0.8334648021991157 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; cor/cor_acc:0.7453547103740982 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; cor/cor_precision:0.7446929304897314 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; cor/cor_recall:0.6990360999119515 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; cor/cor_f1:0.7211425839607984 01/05/2026 02:31:27 - INFO - __main__ - eval---epoch:1; global_step:280000; lr/lr:2.546928889729154e-05 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, cor_acc = 0.7453547103740982 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, cor_f1 = 0.7211425839607984 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, cor_precision = 0.7446929304897314 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, cor_recall = 0.6990360999119515 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, det_acc = 0.8315045513296483 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, det_f1 = 0.8334648021991157 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, det_precision = 0.8606832543443917 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, det_recall = 0.8079151026460911 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, eval_cor_loss = 0.009967041720758508 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, eval_cor_macbert_loss = 0.022383266444501202 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, eval_det_loss = 0.09635264061913397 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, eval_det_macbert_loss = 0.09510451698540873 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, eval_loss = 0.02810816874449657 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, global_step = 280000 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, lr = 2.546928889729154e-05 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, train_cor_loss = 3.007063632265742 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, train_cor_macbert_loss = 3.6179019220200326 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, train_det_loss = 4.508327027550459 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, train_det_macbert_loss = 4.441652831952581 01/05/2026 02:31:46 - INFO - __main__ - Global epoch: 1, step: 280000, train_loss = 0.8717147392328531 01/05/2026 06:17:25 - INFO - __main__ - ***** Running evaluation ***** 01/05/2026 06:17:25 - INFO - __main__ - Num examples = 109089 01/05/2026 06:17:25 - INFO - __main__ - Batch size = 32 01/05/2026 06:30:05 - INFO - __main__ - flag_eval: common 01/05/2026 06:30:05 - INFO - __main__ - Sentence Level detection: acc:0.8321, precision:0.9767, recall:0.8070, f1:0.8838 01/05/2026 06:30:05 - INFO - __main__ - Sentence Level correction: acc:0.7482, precision:0.9733, recall:0.7010, f1:0.8150 01/05/2026 06:30:06 - INFO - __main__ - flag_eval: strict 01/05/2026 06:30:06 - INFO - __main__ - Sentence Level detection: acc:0.8321, precision:0.8642, recall:0.8070, f1:0.8346 01/05/2026 06:30:06 - INFO - __main__ - Sentence Level correction: acc:0.7482, precision:0.7507, recall:0.7010, f1:0.7250 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; loss/train_loss:0.018983839218894318 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; loss/eval_loss:0.028030227498421392 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; det/eval_det_loss:0.09634141018928163 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; cor/eval_cor_loss:0.009865813905509852 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; det/eval_det_macbert_loss:0.0951125759208737 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; cor/eval_cor_macbert_loss:0.022301662733493856 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; det/train_det_loss:0.09890218203844327 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; cor/train_cor_loss:0.06529808740747618 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; det/train_det_macbert_loss:0.09744483207970234 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; cor/train_cor_macbert_loss:0.07872386197774518 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; det/det_acc:0.8320545609548167 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; det/det_precision:0.864173790057442 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; det/det_recall:0.8069766903007554 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; det/det_f1:0.8345964210185779 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; cor/cor_acc:0.7482330940791464 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; cor/cor_precision:0.7507288810590177 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; cor/cor_recall:0.701040363316187 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; cor/cor_f1:0.725034298072718 01/05/2026 06:30:06 - INFO - __main__ - eval---epoch:1; global_step:290000; lr/lr:2.5158680171314588e-05 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, cor_acc = 0.7482330940791464 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, cor_f1 = 0.725034298072718 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, cor_precision = 0.7507288810590177 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, cor_recall = 0.701040363316187 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, det_acc = 0.8320545609548167 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, det_f1 = 0.8345964210185779 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, det_precision = 0.864173790057442 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, det_recall = 0.8069766903007554 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, eval_cor_loss = 0.009865813905509852 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, eval_cor_macbert_loss = 0.022301662733493856 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, eval_det_loss = 0.09634141018928163 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, eval_det_macbert_loss = 0.0951125759208737 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, eval_loss = 0.028030227498421392 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, global_step = 290000 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, lr = 2.5158680171314588e-05 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, train_cor_loss = 0.06529808740747618 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, train_cor_macbert_loss = 0.07872386197774518 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, train_det_loss = 0.09890218203844327 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, train_det_macbert_loss = 0.09744483207970234 01/05/2026 06:30:23 - INFO - __main__ - Global epoch: 1, step: 290000, train_loss = 0.018983839218894318 01/05/2026 10:22:39 - INFO - __main__ - ***** Running evaluation ***** 01/05/2026 10:22:39 - INFO - __main__ - Num examples = 109089 01/05/2026 10:22:39 - INFO - __main__ - Batch size = 32 01/05/2026 10:35:17 - INFO - __main__ - flag_eval: common 01/05/2026 10:35:17 - INFO - __main__ - Sentence Level detection: acc:0.8340, precision:0.9764, recall:0.8098, f1:0.8853 01/05/2026 10:35:17 - INFO - __main__ - Sentence Level correction: acc:0.7496, precision:0.9729, recall:0.7031, f1:0.8163 01/05/2026 10:35:18 - INFO - __main__ - flag_eval: strict 01/05/2026 10:35:18 - INFO - __main__ - Sentence Level detection: acc:0.8340, precision:0.8650, recall:0.8098, f1:0.8365 01/05/2026 10:35:18 - INFO - __main__ - Sentence Level correction: acc:0.7496, precision:0.7510, recall:0.7031, f1:0.7263 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; loss/train_loss:0.07053254789748385 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; loss/eval_loss:0.027929618992883418 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; det/eval_det_loss:0.09634092482250829 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; cor/eval_cor_loss:0.009761649020671068 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; det/eval_det_macbert_loss:0.09510113781182097 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; cor/eval_cor_macbert_loss:0.022171205920731085 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; det/train_det_loss:0.3688077291473525 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; cor/train_cor_loss:0.24216672306370424 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; det/train_det_macbert_loss:0.3633707039455276 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; cor/train_cor_macbert_loss:0.29246104266514517 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; det/det_acc:0.8340345956054231 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; det/det_precision:0.8649862647561066 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; det/det_recall:0.8098498540247463 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; det/det_f1:0.8365105008077545 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; cor/cor_acc:0.7495989513149813 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; cor/cor_precision:0.751008488628208 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; cor/cor_recall:0.7031373094211966 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; cor/cor_f1:0.7262849279004367 01/05/2026 10:35:18 - INFO - __main__ - eval---epoch:1; global_step:300000; lr/lr:2.4839807649238806e-05 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, cor_acc = 0.7495989513149813 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, cor_f1 = 0.7262849279004367 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, cor_precision = 0.751008488628208 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, cor_recall = 0.7031373094211966 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, det_acc = 0.8340345956054231 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, det_f1 = 0.8365105008077545 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, det_precision = 0.8649862647561066 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, det_recall = 0.8098498540247463 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, eval_cor_loss = 0.009761649020671068 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, eval_cor_macbert_loss = 0.022171205920731085 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, eval_det_loss = 0.09634092482250829 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, eval_det_macbert_loss = 0.09510113781182097 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, eval_loss = 0.027929618992883418 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, global_step = 300000 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, lr = 2.4839807649238806e-05 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, train_cor_loss = 0.24216672306370424 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, train_cor_macbert_loss = 0.29246104266514517 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, train_det_loss = 0.3688077291473525 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, train_det_macbert_loss = 0.3633707039455276 01/05/2026 10:35:36 - INFO - __main__ - Global epoch: 1, step: 300000, train_loss = 0.07053254789748385 01/05/2026 14:21:09 - INFO - __main__ - ***** Running evaluation ***** 01/05/2026 14:21:09 - INFO - __main__ - Num examples = 109089 01/05/2026 14:21:09 - INFO - __main__ - Batch size = 32 01/05/2026 14:33:48 - INFO - __main__ - flag_eval: common 01/05/2026 14:33:48 - INFO - __main__ - Sentence Level detection: acc:0.8351, precision:0.9770, recall:0.8108, f1:0.8861 01/05/2026 14:33:48 - INFO - __main__ - Sentence Level correction: acc:0.7516, precision:0.9736, recall:0.7052, f1:0.8180 01/05/2026 14:33:49 - INFO - __main__ - flag_eval: strict 01/05/2026 14:33:49 - INFO - __main__ - Sentence Level detection: acc:0.8351, precision:0.8657, recall:0.8108, f1:0.8373 01/05/2026 14:33:49 - INFO - __main__ - Sentence Level correction: acc:0.7516, precision:0.7530, recall:0.7052, f1:0.7283 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; loss/train_loss:0.015220511376989999 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; loss/eval_loss:0.02789108500068085 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; det/eval_det_loss:0.09632270389360195 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; cor/eval_cor_loss:0.009699390900356254 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; det/eval_det_macbert_loss:0.09510178586380183 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; cor/eval_cor_macbert_loss:0.022145896902396878 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; det/train_det_loss:0.079293555029164 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; cor/train_cor_loss:0.05231073170881335 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; det/train_det_macbert_loss:0.07812491081665923 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; cor/train_cor_macbert_loss:0.06316140636988234 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; det/det_acc:0.83513461485576 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; det/det_precision:0.8657157702013955 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; det/det_recall:0.8107535103572918 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; det/det_f1:0.8373336843112855 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; cor/cor_acc:0.7516339869281046 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; cor/cor_precision:0.7530308278489781 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; cor/cor_recall:0.7052226701886093 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; cor/cor_f1:0.7283430649947352 01/05/2026 14:33:49 - INFO - __main__ - eval---epoch:1; global_step:310000; lr/lr:2.4512930724751123e-05 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, cor_acc = 0.7516339869281046 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, cor_f1 = 0.7283430649947352 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, cor_precision = 0.7530308278489781 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, cor_recall = 0.7052226701886093 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, det_acc = 0.83513461485576 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, det_f1 = 0.8373336843112855 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, det_precision = 0.8657157702013955 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, det_recall = 0.8107535103572918 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, eval_cor_loss = 0.009699390900356254 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, eval_cor_macbert_loss = 0.022145896902396878 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, eval_det_loss = 0.09632270389360195 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, eval_det_macbert_loss = 0.09510178586380183 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, eval_loss = 0.02789108500068085 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, global_step = 310000 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, lr = 2.4512930724751123e-05 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, train_cor_loss = 0.05231073170881335 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, train_cor_macbert_loss = 0.06316140636988234 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, train_det_loss = 0.079293555029164 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, train_det_macbert_loss = 0.07812491081665923 01/05/2026 14:34:06 - INFO - __main__ - Global epoch: 1, step: 310000, train_loss = 0.015220511376989999 01/05/2026 18:26:17 - INFO - __main__ - ***** Running evaluation ***** 01/05/2026 18:26:17 - INFO - __main__ - Num examples = 109089 01/05/2026 18:26:17 - INFO - __main__ - Batch size = 32 01/05/2026 18:38:56 - INFO - __main__ - flag_eval: common 01/05/2026 18:38:56 - INFO - __main__ - Sentence Level detection: acc:0.8337, precision:0.9752, recall:0.8104, f1:0.8852 01/05/2026 18:38:56 - INFO - __main__ - Sentence Level correction: acc:0.7507, precision:0.9716, recall:0.7055, f1:0.8175 01/05/2026 18:38:57 - INFO - __main__ - flag_eval: strict 01/05/2026 18:38:57 - INFO - __main__ - Sentence Level detection: acc:0.8337, precision:0.8622, recall:0.8104, f1:0.8355 01/05/2026 18:38:57 - INFO - __main__ - Sentence Level correction: acc:0.7507, precision:0.7507, recall:0.7055, f1:0.7274 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; loss/train_loss:0.01920719488403052 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; loss/eval_loss:0.0278337727707918 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; det/eval_det_loss:0.09632609675170668 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; cor/eval_cor_loss:0.009663314078689441 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; det/eval_det_macbert_loss:0.09509600701787471 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; cor/eval_cor_macbert_loss:0.022047542536599008 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; det/train_det_loss:0.10098882471633293 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; cor/train_cor_loss:0.06577047293180836 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; det/train_det_macbert_loss:0.09949397892845115 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; cor/train_cor_macbert_loss:0.07962380214078282 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; det/det_acc:0.8336954230032358 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; det/det_precision:0.8622406843590913 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; det/det_recall:0.8104059502293897 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; det/det_f1:0.835520147154554 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; cor/cor_acc:0.7507081373924044 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; cor/cor_precision:0.7506502150948513 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; cor/cor_recall:0.7055238889661245 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; cor/cor_f1:0.7273878274995074 01/05/2026 18:38:57 - INFO - __main__ - eval---epoch:2; global_step:320000; lr/lr:2.4178315302891145e-05 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, cor_acc = 0.7507081373924044 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, cor_f1 = 0.7273878274995074 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, cor_precision = 0.7506502150948513 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, cor_recall = 0.7055238889661245 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, det_acc = 0.8336954230032358 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, det_f1 = 0.835520147154554 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, det_precision = 0.8622406843590913 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, det_recall = 0.8104059502293897 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, eval_cor_loss = 0.009663314078689441 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, eval_cor_macbert_loss = 0.022047542536599008 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, eval_det_loss = 0.09632609675170668 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, eval_det_macbert_loss = 0.09509600701787471 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, eval_loss = 0.0278337727707918 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, global_step = 320000 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, lr = 2.4178315302891145e-05 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, train_cor_loss = 0.06577047293180836 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, train_cor_macbert_loss = 0.07962380214078282 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, train_det_loss = 0.10098882471633293 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, train_det_macbert_loss = 0.09949397892845115 01/05/2026 18:38:58 - INFO - __main__ - Global epoch: 2, step: 320000, train_loss = 0.01920719488403052 01/05/2026 22:24:40 - INFO - __main__ - ***** Running evaluation ***** 01/05/2026 22:24:40 - INFO - __main__ - Num examples = 109089 01/05/2026 22:24:40 - INFO - __main__ - Batch size = 32 01/05/2026 22:37:21 - INFO - __main__ - flag_eval: common 01/05/2026 22:37:21 - INFO - __main__ - Sentence Level detection: acc:0.8353, precision:0.9767, recall:0.8112, f1:0.8863 01/05/2026 22:37:21 - INFO - __main__ - Sentence Level correction: acc:0.7537, precision:0.9734, recall:0.7081, f1:0.8198 01/05/2026 22:37:22 - INFO - __main__ - flag_eval: strict 01/05/2026 22:37:22 - INFO - __main__ - Sentence Level detection: acc:0.8353, precision:0.8667, recall:0.8112, f1:0.8380 01/05/2026 22:37:22 - INFO - __main__ - Sentence Level correction: acc:0.7537, precision:0.7565, recall:0.7081, f1:0.7315 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; loss/train_loss:0.012568368772942222 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; loss/eval_loss:0.027762009644003355 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; det/eval_det_loss:0.0963166621039949 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; cor/eval_cor_loss:0.009585512544003751 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; det/eval_det_macbert_loss:0.09509841262271977 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; cor/eval_cor_macbert_loss:0.02195773007770292 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; det/train_det_loss:0.06619950398197591 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; cor/train_cor_loss:0.04300015114120329 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; det/train_det_macbert_loss:0.06522148838149508 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; cor/train_cor_macbert_loss:0.05209843507375378 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; det/det_acc:0.8352904509162243 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; det/det_precision:0.8667310358486829 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; det/det_recall:0.811182167848371 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; det/det_f1:0.8380371035308198 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; cor/cor_acc:0.7536965230224862 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; cor/cor_precision:0.7565483264012676 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; cor/cor_recall:0.70806107789981 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; cor/cor_f1:0.7315020945541592 01/05/2026 22:37:22 - INFO - __main__ - eval---epoch:2; global_step:330000; lr/lr:2.3836233583745025e-05 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, cor_acc = 0.7536965230224862 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, cor_f1 = 0.7315020945541592 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, cor_precision = 0.7565483264012676 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, cor_recall = 0.70806107789981 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, det_acc = 0.8352904509162243 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, det_f1 = 0.8380371035308198 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, det_precision = 0.8667310358486829 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, det_recall = 0.811182167848371 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, eval_cor_loss = 0.009585512544003751 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, eval_cor_macbert_loss = 0.02195773007770292 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, eval_det_loss = 0.0963166621039949 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, eval_det_macbert_loss = 0.09509841262271977 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, eval_loss = 0.027762009644003355 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, global_step = 330000 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, lr = 2.3836233583745025e-05 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, train_cor_loss = 0.04300015114120329 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, train_cor_macbert_loss = 0.05209843507375378 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, train_det_loss = 0.06619950398197591 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, train_det_macbert_loss = 0.06522148838149508 01/05/2026 22:37:40 - INFO - __main__ - Global epoch: 2, step: 330000, train_loss = 0.012568368772942222 01/06/2026 02:29:43 - INFO - __main__ - ***** Running evaluation ***** 01/06/2026 02:29:43 - INFO - __main__ - Num examples = 109089 01/06/2026 02:29:43 - INFO - __main__ - Batch size = 32 01/06/2026 02:42:21 - INFO - __main__ - flag_eval: common 01/06/2026 02:42:21 - INFO - __main__ - Sentence Level detection: acc:0.8367, precision:0.9763, recall:0.8134, f1:0.8874 01/06/2026 02:42:21 - INFO - __main__ - Sentence Level correction: acc:0.7561, precision:0.9730, recall:0.7115, f1:0.8220 01/06/2026 02:42:22 - INFO - __main__ - flag_eval: strict 01/06/2026 02:42:22 - INFO - __main__ - Sentence Level detection: acc:0.8367, precision:0.8645, recall:0.8134, f1:0.8382 01/06/2026 02:42:22 - INFO - __main__ - Sentence Level correction: acc:0.7561, precision:0.7563, recall:0.7115, f1:0.7332 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; loss/train_loss:0.024607568921736538 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; loss/eval_loss:0.027685519436724336 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; det/eval_det_loss:0.0963025502369083 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; cor/eval_cor_loss:0.009472542753871719 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; det/eval_det_macbert_loss:0.09510461673494379 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; cor/eval_cor_macbert_loss:0.02189211841542694 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; det/train_det_loss:0.13001706011156322 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; cor/train_cor_loss:0.08405975450479493 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; det/train_det_macbert_loss:0.1280855455332888 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; cor/train_cor_macbert_loss:0.10199336844720157 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; det/det_acc:0.8367113091145761 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; det/det_precision:0.8645117596355129 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; det/det_recall:0.8133717966541545 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; det/det_f1:0.838162434487781 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; cor/cor_acc:0.7561348990273996 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; cor/cor_precision:0.7562738578992735 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; cor/cor_recall:0.7115366791788312 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; cor/cor_f1:0.7332234996358773 01/06/2026 02:42:22 - INFO - __main__ - eval---epoch:2; global_step:340000; lr/lr:2.348696384101845e-05 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, cor_acc = 0.7561348990273996 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, cor_f1 = 0.7332234996358773 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, cor_precision = 0.7562738578992735 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, cor_recall = 0.7115366791788312 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, det_acc = 0.8367113091145761 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, det_f1 = 0.838162434487781 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, det_precision = 0.8645117596355129 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, det_recall = 0.8133717966541545 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, eval_cor_loss = 0.009472542753871719 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, eval_cor_macbert_loss = 0.02189211841542694 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, eval_det_loss = 0.0963025502369083 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, eval_det_macbert_loss = 0.09510461673494379 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, eval_loss = 0.027685519436724336 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, global_step = 340000 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, lr = 2.348696384101845e-05 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, train_cor_loss = 0.08405975450479493 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, train_cor_macbert_loss = 0.10199336844720157 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, train_det_loss = 0.13001706011156322 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, train_det_macbert_loss = 0.1280855455332888 01/06/2026 02:42:40 - INFO - __main__ - Global epoch: 2, step: 340000, train_loss = 0.024607568921736538 01/06/2026 06:34:53 - INFO - __main__ - ***** Running evaluation ***** 01/06/2026 06:34:53 - INFO - __main__ - Num examples = 109089 01/06/2026 06:34:53 - INFO - __main__ - Batch size = 32 01/06/2026 06:47:31 - INFO - __main__ - flag_eval: common 01/06/2026 06:47:31 - INFO - __main__ - Sentence Level detection: acc:0.8387, precision:0.9765, recall:0.8158, f1:0.8890 01/06/2026 06:47:31 - INFO - __main__ - Sentence Level correction: acc:0.7559, precision:0.9731, recall:0.7111, f1:0.8218 01/06/2026 06:47:33 - INFO - __main__ - flag_eval: strict 01/06/2026 06:47:33 - INFO - __main__ - Sentence Level detection: acc:0.8387, precision:0.8673, recall:0.8158, f1:0.8408 01/06/2026 06:47:33 - INFO - __main__ - Sentence Level correction: acc:0.7559, precision:0.7560, recall:0.7111, f1:0.7329 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; loss/train_loss:0.6809847198056176 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; loss/eval_loss:0.027689339856804728 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; det/eval_det_loss:0.09629790271282615 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; cor/eval_cor_loss:0.009445478919457262 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; det/eval_det_macbert_loss:0.09510104350551277 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; cor/eval_cor_macbert_loss:0.021929622153805887 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; det/train_det_loss:3.6044090798817137 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; cor/train_cor_loss:2.324046062372874 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; det/train_det_macbert_loss:3.5510778231407323 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; cor/train_cor_macbert_loss:2.8224887096776032 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; det/det_acc:0.8387463447276994 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; det/det_precision:0.8672931497401286 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; det/det_recall:0.8158278882246629 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; det/det_f1:0.8407736851531252 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; cor/cor_acc:0.7559148951773322 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; cor/cor_precision:0.7560041382368156 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; cor/cor_recall:0.7111427777005422 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; cor/cor_f1:0.7328875888006687 01/06/2026 06:47:33 - INFO - __main__ - eval---epoch:2; global_step:350000; lr/lr:2.3130790195668936e-05 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, cor_acc = 0.7559148951773322 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, cor_f1 = 0.7328875888006687 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, cor_precision = 0.7560041382368156 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, cor_recall = 0.7111427777005422 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, det_acc = 0.8387463447276994 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, det_f1 = 0.8407736851531252 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, det_precision = 0.8672931497401286 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, det_recall = 0.8158278882246629 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, eval_cor_loss = 0.009445478919457262 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, eval_cor_macbert_loss = 0.021929622153805887 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, eval_det_loss = 0.09629790271282615 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, eval_det_macbert_loss = 0.09510104350551277 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, eval_loss = 0.027689339856804728 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, global_step = 350000 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, lr = 2.3130790195668936e-05 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, train_cor_loss = 2.324046062372874 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, train_cor_macbert_loss = 2.8224887096776032 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, train_det_loss = 3.6044090798817137 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, train_det_macbert_loss = 3.5510778231407323 01/06/2026 06:47:33 - INFO - __main__ - Global epoch: 2, step: 350000, train_loss = 0.6809847198056176 01/06/2026 10:33:08 - INFO - __main__ - ***** Running evaluation ***** 01/06/2026 10:33:08 - INFO - __main__ - Num examples = 109089 01/06/2026 10:33:08 - INFO - __main__ - Batch size = 32 01/06/2026 10:45:44 - INFO - __main__ - flag_eval: common 01/06/2026 10:45:44 - INFO - __main__ - Sentence Level detection: acc:0.8389, precision:0.9757, recall:0.8168, f1:0.8892 01/06/2026 10:45:44 - INFO - __main__ - Sentence Level correction: acc:0.7559, precision:0.9722, recall:0.7118, f1:0.8219 01/06/2026 10:45:45 - INFO - __main__ - flag_eval: strict 01/06/2026 10:45:45 - INFO - __main__ - Sentence Level detection: acc:0.8389, precision:0.8672, recall:0.8168, f1:0.8412 01/06/2026 10:45:45 - INFO - __main__ - Sentence Level correction: acc:0.7559, precision:0.7558, recall:0.7118, f1:0.7331 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; loss/train_loss:0.0185084602140798 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; loss/eval_loss:0.027666766105295625 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; det/eval_det_loss:0.09629014957880772 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; cor/eval_cor_loss:0.009445360503432669 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; det/eval_det_macbert_loss:0.09509671813876913 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; cor/eval_cor_macbert_loss:0.02187875737344649 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; det/train_det_loss:0.09828001729562116 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; cor/train_cor_loss:0.0630651328185919 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; det/train_det_macbert_loss:0.09682175490272683 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; cor/train_cor_macbert_loss:0.0767024099278562 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; det/det_acc:0.8389388480965083 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; det/det_precision:0.867233341124082 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; det/det_recall:0.8167663005699987 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; det/det_f1:0.8412436086367677 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; cor/cor_acc:0.7558782278689877 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; cor/cor_precision:0.7557723297208861 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; cor/cor_recall:0.7117915566059595 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; cor/cor_f1:0.7331229229933953 01/06/2026 10:45:45 - INFO - __main__ - eval---epoch:2; global_step:360000; lr/lr:2.276800238478155e-05 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, cor_acc = 0.7558782278689877 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, cor_f1 = 0.7331229229933953 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, cor_precision = 0.7557723297208861 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, cor_recall = 0.7117915566059595 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, det_acc = 0.8389388480965083 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, det_f1 = 0.8412436086367677 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, det_precision = 0.867233341124082 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, det_recall = 0.8167663005699987 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, eval_cor_loss = 0.009445360503432669 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, eval_cor_macbert_loss = 0.02187875737344649 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, eval_det_loss = 0.09629014957880772 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, eval_det_macbert_loss = 0.09509671813876913 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, eval_loss = 0.027666766105295625 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, global_step = 360000 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, lr = 2.276800238478155e-05 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, train_cor_loss = 0.0630651328185919 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, train_cor_macbert_loss = 0.0767024099278562 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, train_det_loss = 0.09828001729562116 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, train_det_macbert_loss = 0.09682175490272683 01/06/2026 10:45:46 - INFO - __main__ - Global epoch: 2, step: 360000, train_loss = 0.0185084602140798 01/06/2026 14:38:07 - INFO - __main__ - ***** Running evaluation ***** 01/06/2026 14:38:07 - INFO - __main__ - Num examples = 109089 01/06/2026 14:38:07 - INFO - __main__ - Batch size = 32 01/06/2026 14:50:45 - INFO - __main__ - flag_eval: common 01/06/2026 14:50:45 - INFO - __main__ - Sentence Level detection: acc:0.8393, precision:0.9757, recall:0.8173, f1:0.8895 01/06/2026 14:50:45 - INFO - __main__ - Sentence Level correction: acc:0.7577, precision:0.9722, recall:0.7142, f1:0.8234 01/06/2026 14:50:46 - INFO - __main__ - flag_eval: strict 01/06/2026 14:50:46 - INFO - __main__ - Sentence Level detection: acc:0.8393, precision:0.8678, recall:0.8173, f1:0.8418 01/06/2026 14:50:46 - INFO - __main__ - Sentence Level correction: acc:0.7577, precision:0.7582, recall:0.7142, f1:0.7355 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; loss/train_loss:0.06769946331500858 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; loss/eval_loss:0.02760463018692228 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; det/eval_det_loss:0.09629786312492737 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; cor/eval_cor_loss:0.009384506407576907 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; det/eval_det_macbert_loss:0.09509792503890177 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; cor/eval_cor_macbert_loss:0.021791835070340052 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; det/train_det_loss:0.3613539915176073 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; cor/train_cor_loss:0.2301772188387975 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; det/train_det_macbert_loss:0.3560082389404204 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; cor/train_cor_macbert_loss:0.2804008463007911 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; det/det_acc:0.8393330216612124 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; det/det_precision:0.8677720513167444 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; det/det_recall:0.8173339821122387 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; det/det_f1:0.8417981684216806 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; cor/cor_acc:0.7576932596320436 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; cor/cor_precision:0.7582258084355281 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; cor/cor_recall:0.714154965475694 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; cor/cor_f1:0.7355308295796916 01/06/2026 14:50:46 - INFO - __main__ - eval---epoch:2; global_step:370000; lr/lr:2.2398895525876065e-05 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, cor_acc = 0.7576932596320436 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, cor_f1 = 0.7355308295796916 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, cor_precision = 0.7582258084355281 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, cor_recall = 0.714154965475694 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, det_acc = 0.8393330216612124 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, det_f1 = 0.8417981684216806 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, det_precision = 0.8677720513167444 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, det_recall = 0.8173339821122387 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, eval_cor_loss = 0.009384506407576907 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, eval_cor_macbert_loss = 0.021791835070340052 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, eval_det_loss = 0.09629786312492737 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, eval_det_macbert_loss = 0.09509792503890177 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, eval_loss = 0.02760463018692228 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, global_step = 370000 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, lr = 2.2398895525876065e-05 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, train_cor_loss = 0.2301772188387975 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, train_cor_macbert_loss = 0.2804008463007911 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, train_det_loss = 0.3613539915176073 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, train_det_macbert_loss = 0.3560082389404204 01/06/2026 14:51:04 - INFO - __main__ - Global epoch: 2, step: 370000, train_loss = 0.06769946331500858 01/06/2026 18:36:42 - INFO - __main__ - ***** Running evaluation ***** 01/06/2026 18:36:42 - INFO - __main__ - Num examples = 109089 01/06/2026 18:36:42 - INFO - __main__ - Batch size = 32 01/06/2026 18:49:21 - INFO - __main__ - flag_eval: common 01/06/2026 18:49:21 - INFO - __main__ - Sentence Level detection: acc:0.8380, precision:0.9775, recall:0.8141, f1:0.8883 01/06/2026 18:49:21 - INFO - __main__ - Sentence Level correction: acc:0.7592, precision:0.9744, recall:0.7144, f1:0.8244 01/06/2026 18:49:22 - INFO - __main__ - flag_eval: strict 01/06/2026 18:49:22 - INFO - __main__ - Sentence Level detection: acc:0.8380, precision:0.8702, recall:0.8141, f1:0.8412 01/06/2026 18:49:22 - INFO - __main__ - Sentence Level correction: acc:0.7592, precision:0.7636, recall:0.7144, f1:0.7382 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; loss/train_loss:0.014817726278721835 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; loss/eval_loss:0.027543775942607977 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; det/eval_det_loss:0.09627714147668401 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; cor/eval_cor_loss:0.009301613045211175 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; det/eval_det_macbert_loss:0.09509480375456901 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; cor/eval_cor_macbert_loss:0.021735749596238956 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; det/train_det_loss:0.07892570719285147 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; cor/train_cor_loss:0.05040457773334355 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; det/train_det_macbert_loss:0.07775911038130583 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; cor/train_cor_macbert_loss:0.06140610928687472 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; det/det_acc:0.8380496658691527 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; det/det_precision:0.870205941722084 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; det/det_recall:0.8141016729227489 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; det/det_f1:0.8412193910227633 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; cor/cor_acc:0.7591507851387399 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; cor/cor_precision:0.7636190263897661 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; cor/cor_recall:0.7143866722276287 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; cor/cor_f1:0.7381828847109244 01/06/2026 18:49:22 - INFO - __main__ - eval---epoch:2; global_step:380000; lr/lr:2.202376987683728e-05 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, cor_acc = 0.7591507851387399 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, cor_f1 = 0.7381828847109244 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, cor_precision = 0.7636190263897661 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, cor_recall = 0.7143866722276287 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, det_acc = 0.8380496658691527 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, det_f1 = 0.8412193910227633 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, det_precision = 0.870205941722084 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, det_recall = 0.8141016729227489 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, eval_cor_loss = 0.009301613045211175 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, eval_cor_macbert_loss = 0.021735749596238956 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, eval_det_loss = 0.09627714147668401 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, eval_det_macbert_loss = 0.09509480375456901 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, eval_loss = 0.027543775942607977 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, global_step = 380000 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, lr = 2.202376987683728e-05 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, train_cor_loss = 0.05040457773334355 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, train_cor_macbert_loss = 0.06140610928687472 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, train_det_loss = 0.07892570719285147 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, train_det_macbert_loss = 0.07775911038130583 01/06/2026 18:49:38 - INFO - __main__ - Global epoch: 2, step: 380000, train_loss = 0.014817726278721835 01/06/2026 22:41:51 - INFO - __main__ - ***** Running evaluation ***** 01/06/2026 22:41:51 - INFO - __main__ - Num examples = 109089 01/06/2026 22:41:51 - INFO - __main__ - Batch size = 32 01/06/2026 22:54:31 - INFO - __main__ - flag_eval: common 01/06/2026 22:54:31 - INFO - __main__ - Sentence Level detection: acc:0.8387, precision:0.9766, recall:0.8156, f1:0.8889 01/06/2026 22:54:31 - INFO - __main__ - Sentence Level correction: acc:0.7590, precision:0.9734, recall:0.7150, f1:0.8244 01/06/2026 22:54:32 - INFO - __main__ - flag_eval: strict 01/06/2026 22:54:32 - INFO - __main__ - Sentence Level detection: acc:0.8387, precision:0.8688, recall:0.8156, f1:0.8414 01/06/2026 22:54:32 - INFO - __main__ - Sentence Level correction: acc:0.7590, precision:0.7616, recall:0.7150, f1:0.7376 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; loss/train_loss:0.03556058114577117 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; loss/eval_loss:0.027505820187322557 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; det/eval_det_loss:0.09628672641381181 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; cor/eval_cor_loss:0.009277084522634337 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; det/eval_det_macbert_loss:0.0950937189142119 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; cor/eval_cor_macbert_loss:0.021669470442159194 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; det/train_det_loss:0.1902081164747222 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; cor/train_cor_loss:0.12076272348296739 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; det/train_det_macbert_loss:0.18739343460895128 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; cor/train_cor_macbert_loss:0.14728952084405456 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; det/det_acc:0.8386638432839242 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; det/det_precision:0.868849424280196 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; det/det_recall:0.8156309374855183 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; det/det_f1:0.841399504018644 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; cor/cor_acc:0.7590224495595339 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; cor/cor_precision:0.7616285527403769 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; cor/cor_recall:0.7149775244450624 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; cor/cor_f1:0.7375661059487885 01/06/2026 22:54:32 - INFO - __main__ - eval---epoch:2; global_step:390000; lr/lr:2.1642930591663838e-05 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, cor_acc = 0.7590224495595339 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, cor_f1 = 0.7375661059487885 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, cor_precision = 0.7616285527403769 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, cor_recall = 0.7149775244450624 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, det_acc = 0.8386638432839242 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, det_f1 = 0.841399504018644 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, det_precision = 0.868849424280196 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, det_recall = 0.8156309374855183 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, eval_cor_loss = 0.009277084522634337 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, eval_cor_macbert_loss = 0.021669470442159194 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, eval_det_loss = 0.09628672641381181 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, eval_det_macbert_loss = 0.0950937189142119 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, eval_loss = 0.027505820187322557 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, global_step = 390000 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, lr = 2.1642930591663838e-05 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, train_cor_loss = 0.12076272348296739 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, train_cor_macbert_loss = 0.14728952084405456 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, train_det_loss = 0.1902081164747222 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, train_det_macbert_loss = 0.18739343460895128 01/06/2026 22:54:33 - INFO - __main__ - Global epoch: 2, step: 390000, train_loss = 0.03556058114577117 01/07/2026 02:40:11 - INFO - __main__ - ***** Running evaluation ***** 01/07/2026 02:40:11 - INFO - __main__ - Num examples = 109089 01/07/2026 02:40:11 - INFO - __main__ - Batch size = 32 01/07/2026 02:52:48 - INFO - __main__ - flag_eval: common 01/07/2026 02:52:48 - INFO - __main__ - Sentence Level detection: acc:0.8401, precision:0.9773, recall:0.8169, f1:0.8899 01/07/2026 02:52:48 - INFO - __main__ - Sentence Level correction: acc:0.7615, precision:0.9742, recall:0.7175, f1:0.8264 01/07/2026 02:52:49 - INFO - __main__ - flag_eval: strict 01/07/2026 02:52:49 - INFO - __main__ - Sentence Level detection: acc:0.8401, precision:0.8695, recall:0.8169, f1:0.8424 01/07/2026 02:52:49 - INFO - __main__ - Sentence Level correction: acc:0.7615, precision:0.7638, recall:0.7175, f1:0.7399 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; loss/train_loss:0.012282207912474906 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; loss/eval_loss:0.027402768757415985 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; det/eval_det_loss:0.0962857376315558 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; cor/eval_cor_loss:0.00917305684590366 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; det/eval_det_macbert_loss:0.09508781285142312 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; cor/eval_cor_macbert_loss:0.021532240935593923 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; det/train_det_loss:0.06594210875004258 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; cor/train_cor_loss:0.04163534006508831 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; det/train_det_macbert_loss:0.06496355035577545 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; cor/train_cor_macbert_loss:0.05086090866798572 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; det/det_acc:0.840084701482276 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; det/det_precision:0.86951696242493 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; det/det_recall:0.816882153945966 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; det/det_f1:0.8423781562300262 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; cor/cor_acc:0.7614791592186196 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; cor/cor_precision:0.7637715652785143 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; cor/cor_recall:0.7175378840539414 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; cor/cor_f1:0.7399332166516335 01/07/2026 02:52:49 - INFO - __main__ - eval---epoch:2; global_step:400000; lr/lr:2.1256687472234126e-05 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, cor_acc = 0.7614791592186196 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, cor_f1 = 0.7399332166516335 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, cor_precision = 0.7637715652785143 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, cor_recall = 0.7175378840539414 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, det_acc = 0.840084701482276 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, det_f1 = 0.8423781562300262 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, det_precision = 0.86951696242493 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, det_recall = 0.816882153945966 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, eval_cor_loss = 0.00917305684590366 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, eval_cor_macbert_loss = 0.021532240935593923 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, eval_det_loss = 0.0962857376315558 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, eval_det_macbert_loss = 0.09508781285142312 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, eval_loss = 0.027402768757415985 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, global_step = 400000 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, lr = 2.1256687472234126e-05 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, train_cor_loss = 0.04163534006508831 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, train_cor_macbert_loss = 0.05086090866798572 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, train_det_loss = 0.06594210875004258 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, train_det_macbert_loss = 0.06496355035577545 01/07/2026 02:53:08 - INFO - __main__ - Global epoch: 2, step: 400000, train_loss = 0.012282207912474906 01/07/2026 06:45:22 - INFO - __main__ - ***** Running evaluation ***** 01/07/2026 06:45:22 - INFO - __main__ - Num examples = 109089 01/07/2026 06:45:22 - INFO - __main__ - Batch size = 32 01/07/2026 06:57:59 - INFO - __main__ - flag_eval: common 01/07/2026 06:57:59 - INFO - __main__ - Sentence Level detection: acc:0.8402, precision:0.9759, recall:0.8182, f1:0.8901 01/07/2026 06:57:59 - INFO - __main__ - Sentence Level correction: acc:0.7608, precision:0.9726, recall:0.7180, f1:0.8261 01/07/2026 06:58:00 - INFO - __main__ - flag_eval: strict 01/07/2026 06:58:00 - INFO - __main__ - Sentence Level detection: acc:0.8402, precision:0.8699, recall:0.8182, f1:0.8433 01/07/2026 06:58:00 - INFO - __main__ - Sentence Level correction: acc:0.7608, precision:0.7633, recall:0.7180, f1:0.7399 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; loss/train_loss:0.024007031957315954 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; loss/eval_loss:0.027355761220555823 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; det/eval_det_loss:0.096286606540501 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; cor/eval_cor_loss:0.009116549482755188 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; det/eval_det_macbert_loss:0.09507715935119608 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; cor/eval_cor_macbert_loss:0.021479869042136862 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; det/train_det_loss:0.12906842721815617 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; cor/train_cor_loss:0.08132548765737965 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; det/train_det_macbert_loss:0.1271524054120765 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; cor/train_cor_macbert_loss:0.09940760045269494 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; det/det_acc:0.8401855365802234 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; det/det_precision:0.8699208020790994 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; det/det_recall:0.818249223782381 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; det/det_f1:0.8432942300229843 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; cor/cor_acc:0.7608374813225898 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; cor/cor_precision:0.7633053738806981 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; cor/cor_recall:0.7179665415450206 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; cor/cor_f1:0.7399420912808572 01/07/2026 06:58:00 - INFO - __main__ - eval---epoch:2; global_step:410000; lr/lr:2.0865354716291334e-05 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, cor_acc = 0.7608374813225898 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, cor_f1 = 0.7399420912808572 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, cor_precision = 0.7633053738806981 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, cor_recall = 0.7179665415450206 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, det_acc = 0.8401855365802234 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, det_f1 = 0.8432942300229843 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, det_precision = 0.8699208020790994 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, det_recall = 0.818249223782381 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, eval_cor_loss = 0.009116549482755188 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, eval_cor_macbert_loss = 0.021479869042136862 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, eval_det_loss = 0.096286606540501 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, eval_det_macbert_loss = 0.09507715935119608 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, eval_loss = 0.027355761220555823 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, global_step = 410000 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, lr = 2.0865354716291334e-05 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, train_cor_loss = 0.08132548765737965 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, train_cor_macbert_loss = 0.09940760045269494 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, train_det_loss = 0.12906842721815617 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, train_det_macbert_loss = 0.1271524054120765 01/07/2026 06:58:18 - INFO - __main__ - Global epoch: 2, step: 410000, train_loss = 0.024007031957315954 01/07/2026 10:50:35 - INFO - __main__ - ***** Running evaluation ***** 01/07/2026 10:50:35 - INFO - __main__ - Num examples = 109089 01/07/2026 10:50:35 - INFO - __main__ - Batch size = 32 01/07/2026 11:03:12 - INFO - __main__ - flag_eval: common 01/07/2026 11:03:12 - INFO - __main__ - Sentence Level detection: acc:0.8421, precision:0.9747, recall:0.8218, f1:0.8918 01/07/2026 11:03:12 - INFO - __main__ - Sentence Level correction: acc:0.7621, precision:0.9713, recall:0.7207, f1:0.8274 01/07/2026 11:03:13 - INFO - __main__ - flag_eval: strict 01/07/2026 11:03:13 - INFO - __main__ - Sentence Level detection: acc:0.8421, precision:0.8682, recall:0.8218, f1:0.8443 01/07/2026 11:03:13 - INFO - __main__ - Sentence Level correction: acc:0.7621, precision:0.7613, recall:0.7207, f1:0.7404 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; loss/train_loss:0.5558558645919317 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; loss/eval_loss:0.02729666723269883 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; det/eval_det_loss:0.09627973033392126 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; cor/eval_cor_loss:0.00903933019517836 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; det/eval_det_macbert_loss:0.09507366104258431 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; cor/eval_cor_macbert_loss:0.02141987445961648 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; det/train_det_loss:3.003914569482705 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; cor/train_cor_loss:1.8788728870921825 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; det/train_det_macbert_loss:2.9592223867683325 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; cor/train_cor_macbert_loss:2.300393274537768 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; det/det_acc:0.8421472375766575 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; det/det_precision:0.8681630704835571 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; det/det_recall:0.8218059224245795 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; det/det_f1:0.8443486903578677 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; cor/cor_acc:0.7621300039417357 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; cor/cor_precision:0.7613301185944901 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; cor/cor_recall:0.7206775105426572 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; cor/cor_f1:0.7404462484302745 01/07/2026 11:03:13 - INFO - __main__ - eval---epoch:2; global_step:420000; lr/lr:2.0469250661852538e-05 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, cor_acc = 0.7621300039417357 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, cor_f1 = 0.7404462484302745 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, cor_precision = 0.7613301185944901 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, cor_recall = 0.7206775105426572 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, det_acc = 0.8421472375766575 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, det_f1 = 0.8443486903578677 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, det_precision = 0.8681630704835571 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, det_recall = 0.8218059224245795 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, eval_cor_loss = 0.00903933019517836 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, eval_cor_macbert_loss = 0.02141987445961648 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, eval_det_loss = 0.09627973033392126 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, eval_det_macbert_loss = 0.09507366104258431 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, eval_loss = 0.02729666723269883 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, global_step = 420000 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, lr = 2.0469250661852538e-05 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, train_cor_loss = 1.8788728870921825 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, train_cor_macbert_loss = 2.300393274537768 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, train_det_loss = 3.003914569482705 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, train_det_macbert_loss = 2.9592223867683325 01/07/2026 11:03:32 - INFO - __main__ - Global epoch: 2, step: 420000, train_loss = 0.5558558645919317 01/07/2026 14:49:06 - INFO - __main__ - ***** Running evaluation ***** 01/07/2026 14:49:06 - INFO - __main__ - Num examples = 109089 01/07/2026 14:49:06 - INFO - __main__ - Batch size = 32 01/07/2026 15:01:41 - INFO - __main__ - flag_eval: common 01/07/2026 15:01:41 - INFO - __main__ - Sentence Level detection: acc:0.8419, precision:0.9775, recall:0.8190, f1:0.8913 01/07/2026 15:01:41 - INFO - __main__ - Sentence Level correction: acc:0.7638, precision:0.9745, recall:0.7203, f1:0.8283 01/07/2026 15:01:42 - INFO - __main__ - flag_eval: strict 01/07/2026 15:01:42 - INFO - __main__ - Sentence Level detection: acc:0.8419, precision:0.8719, recall:0.8190, f1:0.8446 01/07/2026 15:01:42 - INFO - __main__ - Sentence Level correction: acc:0.7638, precision:0.7668, recall:0.7203, f1:0.7428 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; loss/train_loss:0.018087840973071416 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; loss/eval_loss:0.027292164566273286 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; det/eval_det_loss:0.0962567185681085 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; cor/eval_cor_loss:0.009024267032320251 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; det/eval_det_macbert_loss:0.0950815334077351 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; cor/eval_cor_macbert_loss:0.02142701476044588 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; det/train_det_loss:0.0977004259534295 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; cor/train_cor_loss:0.06113502322133728 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; det/train_det_macbert_loss:0.09624679241464207 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; cor/train_cor_macbert_loss:0.07487749514055737 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; det/det_acc:0.8418997332453317 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; det/det_precision:0.8719058719058719 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; det/det_recall:0.8190254414013625 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; det/det_f1:0.844638792809907 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; cor/cor_acc:0.7637616991630687 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; cor/cor_precision:0.7667764334431001 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; cor/cor_recall:0.7202720237267713 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; cor/cor_f1:0.7427970632687563 01/07/2026 15:01:42 - INFO - __main__ - eval---epoch:2; global_step:430000; lr/lr:2.0068697528249843e-05 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, cor_acc = 0.7637616991630687 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, cor_f1 = 0.7427970632687563 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, cor_precision = 0.7667764334431001 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, cor_recall = 0.7202720237267713 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, det_acc = 0.8418997332453317 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, det_f1 = 0.844638792809907 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, det_precision = 0.8719058719058719 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, det_recall = 0.8190254414013625 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, eval_cor_loss = 0.009024267032320251 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, eval_cor_macbert_loss = 0.02142701476044588 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, eval_det_loss = 0.0962567185681085 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, eval_det_macbert_loss = 0.0950815334077351 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, eval_loss = 0.027292164566273286 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, global_step = 430000 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, lr = 2.0068697528249843e-05 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, train_cor_loss = 0.06113502322133728 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, train_cor_macbert_loss = 0.07487749514055737 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, train_det_loss = 0.0977004259534295 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, train_det_macbert_loss = 0.09624679241464207 01/07/2026 15:01:59 - INFO - __main__ - Global epoch: 2, step: 430000, train_loss = 0.018087840973071416 01/07/2026 18:54:13 - INFO - __main__ - ***** Running evaluation ***** 01/07/2026 18:54:13 - INFO - __main__ - Num examples = 109089 01/07/2026 18:54:13 - INFO - __main__ - Batch size = 32 01/07/2026 19:06:50 - INFO - __main__ - flag_eval: common 01/07/2026 19:06:50 - INFO - __main__ - Sentence Level detection: acc:0.8440, precision:0.9772, recall:0.8221, f1:0.8929 01/07/2026 19:06:50 - INFO - __main__ - Sentence Level correction: acc:0.7655, precision:0.9741, recall:0.7229, f1:0.8299 01/07/2026 19:06:51 - INFO - __main__ - flag_eval: strict 01/07/2026 19:06:51 - INFO - __main__ - Sentence Level detection: acc:0.8440, precision:0.8725, recall:0.8221, f1:0.8466 01/07/2026 19:06:51 - INFO - __main__ - Sentence Level correction: acc:0.7655, precision:0.7672, recall:0.7229, f1:0.7444 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; loss/train_loss:0.06543747581037959 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; loss/eval_loss:0.027212264501180895 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; det/eval_det_loss:0.09626876682095498 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; cor/eval_cor_loss:0.008944376365802661 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; det/eval_det_macbert_loss:0.0950664088579959 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; cor/eval_cor_macbert_loss:0.021319448146002534 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; det/train_det_loss:0.35409925217573324 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; cor/train_cor_loss:0.22100952554362666 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; det/train_det_macbert_loss:0.34885253908982217 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; cor/train_cor_macbert_loss:0.27082226471070336 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; det/det_acc:0.8440356039564025 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; det/det_precision:0.8725162305724966 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; det/det_recall:0.8220955558644979 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; det/det_f1:0.8465557968075207 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; cor/cor_acc:0.7655492304448661 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; cor/cor_precision:0.7672388353334645 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; cor/cor_recall:0.7229018953612308 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; cor/cor_f1:0.7444107752141443 01/07/2026 19:06:51 - INFO - __main__ - eval---epoch:2; global_step:440000; lr/lr:1.9664021154014135e-05 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, cor_acc = 0.7655492304448661 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, cor_f1 = 0.7444107752141443 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, cor_precision = 0.7672388353334645 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, cor_recall = 0.7229018953612308 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, det_acc = 0.8440356039564025 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, det_f1 = 0.8465557968075207 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, det_precision = 0.8725162305724966 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, det_recall = 0.8220955558644979 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, eval_cor_loss = 0.008944376365802661 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, eval_cor_macbert_loss = 0.021319448146002534 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, eval_det_loss = 0.09626876682095498 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, eval_det_macbert_loss = 0.0950664088579959 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, eval_loss = 0.027212264501180895 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, global_step = 440000 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, lr = 1.9664021154014135e-05 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, train_cor_loss = 0.22100952554362666 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, train_cor_macbert_loss = 0.27082226471070336 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, train_det_loss = 0.35409925217573324 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, train_det_macbert_loss = 0.34885253908982217 01/07/2026 19:07:10 - INFO - __main__ - Global epoch: 2, step: 440000, train_loss = 0.06543747581037959 01/07/2026 22:52:45 - INFO - __main__ - ***** Running evaluation ***** 01/07/2026 22:52:45 - INFO - __main__ - Num examples = 109089 01/07/2026 22:52:45 - INFO - __main__ - Batch size = 32 01/07/2026 23:05:24 - INFO - __main__ - flag_eval: common 01/07/2026 23:05:24 - INFO - __main__ - Sentence Level detection: acc:0.8457, precision:0.9742, recall:0.8270, f1:0.8945 01/07/2026 23:05:24 - INFO - __main__ - Sentence Level correction: acc:0.7664, precision:0.9707, recall:0.7267, f1:0.8312 01/07/2026 23:05:25 - INFO - __main__ - flag_eval: strict 01/07/2026 23:05:25 - INFO - __main__ - Sentence Level detection: acc:0.8457, precision:0.8693, recall:0.8270, f1:0.8476 01/07/2026 23:05:25 - INFO - __main__ - Sentence Level correction: acc:0.7664, precision:0.7639, recall:0.7267, f1:0.7449 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; loss/train_loss:0.014468745779228598 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; loss/eval_loss:0.027203927794594247 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; det/eval_det_loss:0.09625421721096158 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; cor/eval_cor_loss:0.008921995054771849 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; det/eval_det_macbert_loss:0.09507526614577914 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; cor/eval_cor_macbert_loss:0.021323218161354348 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; det/train_det_loss:0.07856978459654985 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; cor/train_cor_loss:0.048787140106903326 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; det/train_det_macbert_loss:0.07740183370458995 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; cor/train_cor_macbert_loss:0.05986488338176629 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; det/det_acc:0.8457314669673386 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; det/det_precision:0.8692914728304553 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; det/det_recall:0.8269729829927244 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; det/det_f1:0.8476043460191177 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; cor/cor_acc:0.7664109121909634 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; cor/cor_precision:0.7639135835545705 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; cor/cor_recall:0.7267250567681542 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; cor/cor_f1:0.7448554295553048 01/07/2026 23:05:25 - INFO - __main__ - eval---epoch:2; global_step:450000; lr/lr:1.925555073181477e-05 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, cor_acc = 0.7664109121909634 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, cor_f1 = 0.7448554295553048 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, cor_precision = 0.7639135835545705 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, cor_recall = 0.7267250567681542 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, det_acc = 0.8457314669673386 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, det_f1 = 0.8476043460191177 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, det_precision = 0.8692914728304553 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, det_recall = 0.8269729829927244 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, eval_cor_loss = 0.008921995054771849 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, eval_cor_macbert_loss = 0.021323218161354348 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, eval_det_loss = 0.09625421721096158 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, eval_det_macbert_loss = 0.09507526614577914 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, eval_loss = 0.027203927794594247 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, global_step = 450000 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, lr = 1.925555073181477e-05 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, train_cor_loss = 0.048787140106903326 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, train_cor_macbert_loss = 0.05986488338176629 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, train_det_loss = 0.07856978459654985 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, train_det_macbert_loss = 0.07740183370458995 01/07/2026 23:05:41 - INFO - __main__ - Global epoch: 2, step: 450000, train_loss = 0.014468745779228598 01/08/2026 02:57:55 - INFO - __main__ - ***** Running evaluation ***** 01/08/2026 02:57:55 - INFO - __main__ - Num examples = 109089 01/08/2026 02:57:55 - INFO - __main__ - Batch size = 32 01/08/2026 03:10:33 - INFO - __main__ - flag_eval: common 01/08/2026 03:10:33 - INFO - __main__ - Sentence Level detection: acc:0.8457, precision:0.9763, recall:0.8250, f1:0.8943 01/08/2026 03:10:33 - INFO - __main__ - Sentence Level correction: acc:0.7666, precision:0.9731, recall:0.7251, f1:0.8310 01/08/2026 03:10:34 - INFO - __main__ - flag_eval: strict 01/08/2026 03:10:34 - INFO - __main__ - Sentence Level detection: acc:0.8457, precision:0.8721, recall:0.8250, f1:0.8479 01/08/2026 03:10:34 - INFO - __main__ - Sentence Level correction: acc:0.7666, precision:0.7665, recall:0.7251, f1:0.7452 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; loss/train_loss:0.03467131461899906 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; loss/eval_loss:0.02722927312331443 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; det/eval_det_loss:0.09626875333302323 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; cor/eval_cor_loss:0.008940416319459995 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; det/eval_det_macbert_loss:0.09508105553959653 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; cor/eval_cor_macbert_loss:0.021360846162628688 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; det/train_det_loss:0.18810158887687004 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; cor/train_cor_loss:0.11693768903653778 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; det/train_det_macbert_loss:0.18531508884651132 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; cor/train_cor_macbert_loss:0.14348349539271008 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; det/det_acc:0.8456764660048217 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; det/det_precision:0.8721019950766066 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; det/det_recall:0.8249687195884888 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; det/det_f1:0.847880833735198 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; cor/cor_acc:0.7666217492139445 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; cor/cor_precision:0.7664817332304564 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; cor/cor_recall:0.725056768154224 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; cor/cor_f1:0.7451939964397769 01/08/2026 03:10:34 - INFO - __main__ - eval---epoch:2; global_step:460000; lr/lr:1.8843618540670732e-05 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, cor_acc = 0.7666217492139445 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, cor_f1 = 0.7451939964397769 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, cor_precision = 0.7664817332304564 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, cor_recall = 0.725056768154224 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, det_acc = 0.8456764660048217 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, det_f1 = 0.847880833735198 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, det_precision = 0.8721019950766066 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, det_recall = 0.8249687195884888 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, eval_cor_loss = 0.008940416319459995 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, eval_cor_macbert_loss = 0.021360846162628688 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, eval_det_loss = 0.09626875333302323 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, eval_det_macbert_loss = 0.09508105553959653 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, eval_loss = 0.02722927312331443 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, global_step = 460000 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, lr = 1.8843618540670732e-05 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, train_cor_loss = 0.11693768903653778 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, train_cor_macbert_loss = 0.14348349539271008 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, train_det_loss = 0.18810158887687004 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, train_det_macbert_loss = 0.18531508884651132 01/08/2026 03:10:52 - INFO - __main__ - Global epoch: 2, step: 460000, train_loss = 0.03467131461899906 01/08/2026 06:56:21 - INFO - __main__ - ***** Running evaluation ***** 01/08/2026 06:56:21 - INFO - __main__ - Num examples = 109089 01/08/2026 06:56:21 - INFO - __main__ - Batch size = 32 01/08/2026 07:08:59 - INFO - __main__ - flag_eval: common 01/08/2026 07:08:59 - INFO - __main__ - Sentence Level detection: acc:0.8466, precision:0.9749, recall:0.8274, f1:0.8951 01/08/2026 07:08:59 - INFO - __main__ - Sentence Level correction: acc:0.7661, precision:0.9715, recall:0.7257, f1:0.8308 01/08/2026 07:09:00 - INFO - __main__ - flag_eval: strict 01/08/2026 07:09:00 - INFO - __main__ - Sentence Level detection: acc:0.8466, precision:0.8709, recall:0.8274, f1:0.8486 01/08/2026 07:09:00 - INFO - __main__ - Sentence Level correction: acc:0.7661, precision:0.7638, recall:0.7257, f1:0.7442 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; loss/train_loss:0.012012064840200993 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; loss/eval_loss:0.02716377274794283 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; det/eval_det_loss:0.09625880076839091 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; cor/eval_cor_loss:0.00889328042624343 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; det/eval_det_macbert_loss:0.0950749024412423 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; cor/eval_cor_macbert_loss:0.021256705621277627 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; det/train_det_loss:0.06567810136792988 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; cor/train_cor_loss:0.04038391904963965 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; det/train_det_macbert_loss:0.06470090979496716 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; cor/train_cor_macbert_loss:0.049662744631874416 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; det/det_acc:0.8465839818863496 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; det/det_precision:0.8709209306863079 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; det/det_recall:0.8274132258214004 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; det/det_f1:0.8486097908745246 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; cor/cor_acc:0.7660717395887762 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; cor/cor_precision:0.7638163992000391 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; cor/cor_recall:0.7256592057092544 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; cor/cor_f1:0.7442490494296579 01/08/2026 07:09:00 - INFO - __main__ - eval---epoch:2; global_step:470000; lr/lr:1.8428559675651138e-05 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, cor_acc = 0.7660717395887762 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, cor_f1 = 0.7442490494296579 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, cor_precision = 0.7638163992000391 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, cor_recall = 0.7256592057092544 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, det_acc = 0.8465839818863496 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, det_f1 = 0.8486097908745246 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, det_precision = 0.8709209306863079 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, det_recall = 0.8274132258214004 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, eval_cor_loss = 0.00889328042624343 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, eval_cor_macbert_loss = 0.021256705621277627 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, eval_det_loss = 0.09625880076839091 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, eval_det_macbert_loss = 0.0950749024412423 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, eval_loss = 0.02716377274794283 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, global_step = 470000 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, lr = 1.8428559675651138e-05 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, train_cor_loss = 0.04038391904963965 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, train_cor_macbert_loss = 0.049662744631874416 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, train_det_loss = 0.06567810136792988 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, train_det_macbert_loss = 0.06470090979496716 01/08/2026 07:09:01 - INFO - __main__ - Global epoch: 2, step: 470000, train_loss = 0.012012064840200993 01/08/2026 11:01:18 - INFO - __main__ - ***** Running evaluation ***** 01/08/2026 11:01:18 - INFO - __main__ - Num examples = 109089 01/08/2026 11:01:18 - INFO - __main__ - Batch size = 32 01/08/2026 11:13:55 - INFO - __main__ - flag_eval: common 01/08/2026 11:13:55 - INFO - __main__ - Sentence Level detection: acc:0.8464, precision:0.9767, recall:0.8255, f1:0.8948 01/08/2026 11:13:55 - INFO - __main__ - Sentence Level correction: acc:0.7684, precision:0.9736, recall:0.7269, f1:0.8324 01/08/2026 11:13:56 - INFO - __main__ - flag_eval: strict 01/08/2026 11:13:56 - INFO - __main__ - Sentence Level detection: acc:0.8464, precision:0.8727, recall:0.8255, f1:0.8484 01/08/2026 11:13:56 - INFO - __main__ - Sentence Level correction: acc:0.7684, precision:0.7685, recall:0.7269, f1:0.7471 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; loss/train_loss:0.01847078898490349 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; loss/eval_loss:0.02715178181552985 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; det/eval_det_loss:0.09625028338085623 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; cor/eval_cor_loss:0.008868916550665117 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; det/eval_det_macbert_loss:0.09507437557750907 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; cor/eval_cor_macbert_loss:0.021254451602765085 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; det/train_det_loss:0.10090940414972113 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; cor/train_cor_loss:0.06211216998396547 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; det/train_det_macbert_loss:0.0994031778178536 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; cor/train_cor_macbert_loss:0.07638126535580063 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; det/det_acc:0.8463548112091962 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; det/det_precision:0.872665368458439 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; det/det_recall:0.8255016451179388 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; det/det_f1:0.8484285603719779 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; cor/cor_acc:0.7683726131873975 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; cor/cor_precision:0.7684780345617322 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; cor/cor_recall:0.7269451781824923 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; cor/cor_f1:0.7471348538701055 01/08/2026 11:13:56 - INFO - __main__ - eval---epoch:3; global_step:480000; lr/lr:1.8010711775284974e-05 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, cor_acc = 0.7683726131873975 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, cor_f1 = 0.7471348538701055 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, cor_precision = 0.7684780345617322 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, cor_recall = 0.7269451781824923 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, det_acc = 0.8463548112091962 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, det_f1 = 0.8484285603719779 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, det_precision = 0.872665368458439 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, det_recall = 0.8255016451179388 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, eval_cor_loss = 0.008868916550665117 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, eval_cor_macbert_loss = 0.021254451602765085 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, eval_det_loss = 0.09625028338085623 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, eval_det_macbert_loss = 0.09507437557750907 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, eval_loss = 0.02715178181552985 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, global_step = 480000 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, lr = 1.8010711775284974e-05 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, train_cor_loss = 0.06211216998396547 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, train_cor_macbert_loss = 0.07638126535580063 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, train_det_loss = 0.10090940414972113 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, train_det_macbert_loss = 0.0994031778178536 01/08/2026 11:14:14 - INFO - __main__ - Global epoch: 3, step: 480000, train_loss = 0.01847078898490349 01/08/2026 15:06:24 - INFO - __main__ - ***** Running evaluation ***** 01/08/2026 15:06:24 - INFO - __main__ - Num examples = 109089 01/08/2026 15:06:24 - INFO - __main__ - Batch size = 32 01/08/2026 15:19:06 - INFO - __main__ - flag_eval: common 01/08/2026 15:19:06 - INFO - __main__ - Sentence Level detection: acc:0.8467, precision:0.9765, recall:0.8261, f1:0.8951 01/08/2026 15:19:06 - INFO - __main__ - Sentence Level correction: acc:0.7697, precision:0.9735, recall:0.7288, f1:0.8335 01/08/2026 15:19:07 - INFO - __main__ - flag_eval: strict 01/08/2026 15:19:07 - INFO - __main__ - Sentence Level detection: acc:0.8467, precision:0.8736, recall:0.8261, f1:0.8492 01/08/2026 15:19:07 - INFO - __main__ - Sentence Level correction: acc:0.7697, precision:0.7706, recall:0.7288, f1:0.7491 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; loss/train_loss:0.4704507185222568 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; loss/eval_loss:0.027098453434130133 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; det/eval_det_loss:0.09626338218304112 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; cor/eval_cor_loss:0.008825239511573296 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; det/eval_det_macbert_loss:0.09507290893148307 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; cor/eval_cor_macbert_loss:0.02117059741860539 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; det/train_det_loss:2.573835046809655 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; cor/train_cor_loss:1.5809493912906618 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; det/train_det_macbert_loss:2.5355231122013158 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; cor/train_cor_macbert_loss:1.9451704999879706 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; det/det_acc:0.8467214842926418 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; det/det_precision:0.8735743424518247 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; det/det_recall:0.8261388386857593 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; det/det_f1:0.8491946768287237 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; cor/cor_acc:0.7696926362878017 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; cor/cor_precision:0.7706329858261157 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; cor/cor_recall:0.7287872468603735 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; cor/cor_f1:0.7491262020304267 01/08/2026 15:19:07 - INFO - __main__ - eval---epoch:3; global_step:490000; lr/lr:1.7590414746901813e-05 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, cor_acc = 0.7696926362878017 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, cor_f1 = 0.7491262020304267 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, cor_precision = 0.7706329858261157 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, cor_recall = 0.7287872468603735 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, det_acc = 0.8467214842926418 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, det_f1 = 0.8491946768287237 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, det_precision = 0.8735743424518247 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, det_recall = 0.8261388386857593 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, eval_cor_loss = 0.008825239511573296 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, eval_cor_macbert_loss = 0.02117059741860539 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, eval_det_loss = 0.09626338218304112 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, eval_det_macbert_loss = 0.09507290893148307 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, eval_loss = 0.027098453434130133 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, global_step = 490000 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, lr = 1.7590414746901813e-05 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, train_cor_loss = 1.5809493912906618 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, train_cor_macbert_loss = 1.9451704999879706 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, train_det_loss = 2.573835046809655 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, train_det_macbert_loss = 2.5355231122013158 01/08/2026 15:19:25 - INFO - __main__ - Global epoch: 3, step: 490000, train_loss = 0.4704507185222568 01/08/2026 19:04:54 - INFO - __main__ - ***** Running evaluation ***** 01/08/2026 19:04:54 - INFO - __main__ - Num examples = 109089 01/08/2026 19:04:54 - INFO - __main__ - Batch size = 32 01/08/2026 19:17:30 - INFO - __main__ - flag_eval: common 01/08/2026 19:17:30 - INFO - __main__ - Sentence Level detection: acc:0.8457, precision:0.9771, recall:0.8243, f1:0.8942 01/08/2026 19:17:30 - INFO - __main__ - Sentence Level correction: acc:0.7709, precision:0.9743, recall:0.7297, f1:0.8345 01/08/2026 19:17:32 - INFO - __main__ - flag_eval: strict 01/08/2026 19:17:32 - INFO - __main__ - Sentence Level detection: acc:0.8457, precision:0.8748, recall:0.8243, f1:0.8488 01/08/2026 19:17:32 - INFO - __main__ - Sentence Level correction: acc:0.7709, precision:0.7744, recall:0.7297, f1:0.7514 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; loss/train_loss:0.017670943856674514 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; loss/eval_loss:0.02703409514200719 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; det/eval_det_loss:0.09623559890028249 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; cor/eval_cor_loss:0.008753290434465018 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; det/eval_det_macbert_loss:0.09507351143466382 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; cor/eval_cor_macbert_loss:0.021095911799393522 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; det/train_det_loss:0.09714203361469673 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; cor/train_cor_loss:0.05925393202650859 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; det/train_det_macbert_loss:0.09568981346151087 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; cor/train_cor_macbert_loss:0.07303167905173662 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; det/det_acc:0.8457039664860801 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; det/det_precision:0.8747740769429383 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; det/det_recall:0.8242735993326845 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; det/det_f1:0.848773329993021 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; cor/cor_acc:0.7709026574631723 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; cor/cor_precision:0.7744457969090037 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; cor/cor_recall:0.729737244543306 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; cor/cor_f1:0.7514270887389725 01/08/2026 19:17:32 - INFO - __main__ - eval---epoch:3; global_step:500000; lr/lr:1.7168010490126894e-05 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, cor_acc = 0.7709026574631723 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, cor_f1 = 0.7514270887389725 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, cor_precision = 0.7744457969090037 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, cor_recall = 0.729737244543306 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, det_acc = 0.8457039664860801 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, det_f1 = 0.848773329993021 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, det_precision = 0.8747740769429383 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, det_recall = 0.8242735993326845 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, eval_cor_loss = 0.008753290434465018 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, eval_cor_macbert_loss = 0.021095911799393522 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, eval_det_loss = 0.09623559890028249 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, eval_det_macbert_loss = 0.09507351143466382 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, eval_loss = 0.02703409514200719 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, global_step = 500000 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, lr = 1.7168010490126894e-05 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, train_cor_loss = 0.05925393202650859 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, train_cor_macbert_loss = 0.07303167905173662 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, train_det_loss = 0.09714203361469673 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, train_det_macbert_loss = 0.09568981346151087 01/08/2026 19:17:48 - INFO - __main__ - Global epoch: 3, step: 500000, train_loss = 0.017670943856674514 01/08/2026 23:09:54 - INFO - __main__ - ***** Running evaluation ***** 01/08/2026 23:09:54 - INFO - __main__ - Num examples = 109089 01/08/2026 23:09:54 - INFO - __main__ - Batch size = 32 01/08/2026 23:22:32 - INFO - __main__ - flag_eval: common 01/08/2026 23:22:32 - INFO - __main__ - Sentence Level detection: acc:0.8468, precision:0.9755, recall:0.8272, f1:0.8952 01/08/2026 23:22:32 - INFO - __main__ - Sentence Level correction: acc:0.7721, precision:0.9724, recall:0.7327, f1:0.8357 01/08/2026 23:22:33 - INFO - __main__ - flag_eval: strict 01/08/2026 23:22:33 - INFO - __main__ - Sentence Level detection: acc:0.8468, precision:0.8717, recall:0.8272, f1:0.8489 01/08/2026 23:22:33 - INFO - __main__ - Sentence Level correction: acc:0.7721, precision:0.7722, recall:0.7327, f1:0.7519 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; loss/train_loss:0.06303027246433493 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; loss/eval_loss:0.026982330146230096 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; det/eval_det_loss:0.09623201298455065 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; cor/eval_cor_loss:0.008695448611780569 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; det/eval_det_macbert_loss:0.09506728418872559 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; cor/eval_cor_macbert_loss:0.021033685376725127 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; det/train_det_loss:0.3471631624781689 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; cor/train_cor_loss:0.21124210829284656 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; det/train_det_macbert_loss:0.34198491820602483 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; cor/train_cor_macbert_loss:0.2603696000054077 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; det/det_acc:0.8468223193905894 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; det/det_precision:0.8717463495629243 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; det/det_recall:0.8272278604198526 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; det/det_f1:0.84890384249572 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; cor/cor_acc:0.772057677676026 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; cor/cor_precision:0.7721712164867901 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; cor/cor_recall:0.732737846980861 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; cor/cor_f1:0.7519378923340306 01/08/2026 23:22:33 - INFO - __main__ - eval---epoch:3; global_step:510000; lr/lr:1.6743842618755544e-05 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, cor_acc = 0.772057677676026 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, cor_f1 = 0.7519378923340306 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, cor_precision = 0.7721712164867901 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, cor_recall = 0.732737846980861 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, det_acc = 0.8468223193905894 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, det_f1 = 0.84890384249572 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, det_precision = 0.8717463495629243 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, det_recall = 0.8272278604198526 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, eval_cor_loss = 0.008695448611780569 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, eval_cor_macbert_loss = 0.021033685376725127 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, eval_det_loss = 0.09623201298455065 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, eval_det_macbert_loss = 0.09506728418872559 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, eval_loss = 0.026982330146230096 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, global_step = 510000 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, lr = 1.6743842618755544e-05 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, train_cor_loss = 0.21124210829284656 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, train_cor_macbert_loss = 0.2603696000054077 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, train_det_loss = 0.3471631624781689 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, train_det_macbert_loss = 0.34198491820602483 01/08/2026 23:22:52 - INFO - __main__ - Global epoch: 3, step: 510000, train_loss = 0.06303027246433493 01/09/2026 03:08:27 - INFO - __main__ - ***** Running evaluation ***** 01/09/2026 03:08:27 - INFO - __main__ - Num examples = 109089 01/09/2026 03:08:27 - INFO - __main__ - Batch size = 32 01/09/2026 03:21:03 - INFO - __main__ - flag_eval: common 01/09/2026 03:21:03 - INFO - __main__ - Sentence Level detection: acc:0.8468, precision:0.9773, recall:0.8256, f1:0.8951 01/09/2026 03:21:03 - INFO - __main__ - Sentence Level correction: acc:0.7718, precision:0.9744, recall:0.7307, f1:0.8352 01/09/2026 03:21:04 - INFO - __main__ - flag_eval: strict 01/09/2026 03:21:04 - INFO - __main__ - Sentence Level detection: acc:0.8468, precision:0.8750, recall:0.8256, f1:0.8496 01/09/2026 03:21:04 - INFO - __main__ - Sentence Level correction: acc:0.7718, precision:0.7744, recall:0.7307, f1:0.7519 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; loss/train_loss:0.014155560786294763 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; loss/eval_loss:0.027000419369032396 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; det/eval_det_loss:0.09623053349277134 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; cor/eval_cor_loss:0.00870841993615481 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; det/eval_det_macbert_loss:0.09507216885358279 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; cor/eval_cor_macbert_loss:0.02106267608712012 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; det/train_det_loss:0.07816933487755329 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; cor/train_cor_loss:0.04737624263201305 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; det/train_det_macbert_loss:0.07699884953544664 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; cor/train_cor_macbert_loss:0.05846993988090509 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; det/det_acc:0.8468406530447616 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; det/det_precision:0.874950888910716 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; det/det_recall:0.8256059131563094 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; det/det_f1:0.8495624806275482 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; cor/cor_acc:0.7717735060363556 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; cor/cor_precision:0.7744082113741283 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; cor/cor_recall:0.7307335835766254 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; cor/cor_f1:0.7519372451777497 01/09/2026 03:21:04 - INFO - __main__ - eval---epoch:3; global_step:520000; lr/lr:1.63182561812332e-05 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, cor_acc = 0.7717735060363556 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, cor_f1 = 0.7519372451777497 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, cor_precision = 0.7744082113741283 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, cor_recall = 0.7307335835766254 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, det_acc = 0.8468406530447616 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, det_f1 = 0.8495624806275482 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, det_precision = 0.874950888910716 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, det_recall = 0.8256059131563094 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, eval_cor_loss = 0.00870841993615481 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, eval_cor_macbert_loss = 0.02106267608712012 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, eval_det_loss = 0.09623053349277134 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, eval_det_macbert_loss = 0.09507216885358279 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, eval_loss = 0.027000419369032396 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, global_step = 520000 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, lr = 1.63182561812332e-05 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, train_cor_loss = 0.04737624263201305 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, train_cor_macbert_loss = 0.05846993988090509 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, train_det_loss = 0.07816933487755329 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, train_det_macbert_loss = 0.07699884953544664 01/09/2026 03:21:05 - INFO - __main__ - Global epoch: 3, step: 520000, train_loss = 0.014155560786294763 01/09/2026 07:13:18 - INFO - __main__ - ***** Running evaluation ***** 01/09/2026 07:13:18 - INFO - __main__ - Num examples = 109089 01/09/2026 07:13:18 - INFO - __main__ - Batch size = 32 01/09/2026 07:25:54 - INFO - __main__ - flag_eval: common 01/09/2026 07:25:54 - INFO - __main__ - Sentence Level detection: acc:0.8489, precision:0.9755, recall:0.8299, f1:0.8968 01/09/2026 07:25:54 - INFO - __main__ - Sentence Level correction: acc:0.7723, precision:0.9723, recall:0.7331, f1:0.8360 01/09/2026 07:25:56 - INFO - __main__ - flag_eval: strict 01/09/2026 07:25:56 - INFO - __main__ - Sentence Level detection: acc:0.8489, precision:0.8745, recall:0.8299, f1:0.8516 01/09/2026 07:25:56 - INFO - __main__ - Sentence Level correction: acc:0.7723, precision:0.7725, recall:0.7331, f1:0.7523 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; loss/train_loss:0.033683283912343494 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; loss/eval_loss:0.026963714908287518 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; det/eval_det_loss:0.09623237104053828 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; cor/eval_cor_loss:0.00865542357903871 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; det/eval_det_macbert_loss:0.09506220593982971 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; cor/eval_cor_macbert_loss:0.021030742839706133 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; det/train_det_loss:0.18615122539734494 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; cor/train_cor_loss:0.11267395290809247 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; det/train_det_macbert_loss:0.18336572115403812 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; cor/train_cor_macbert_loss:0.13913630715942915 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; det/det_acc:0.8489215227933156 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; det/det_precision:0.8745147349659399 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; det/det_recall:0.8299156587422958 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; det/det_f1:0.8516316947036795 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; cor/cor_acc:0.7723418493156964 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; cor/cor_precision:0.7725297262983128 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; cor/cor_recall:0.7331317484591501 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; cor/cor_f1:0.7523152826487546 01/09/2026 07:25:56 - INFO - __main__ - eval---epoch:3; global_step:530000; lr/lr:1.589159737996832e-05 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, cor_acc = 0.7723418493156964 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, cor_f1 = 0.7523152826487546 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, cor_precision = 0.7725297262983128 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, cor_recall = 0.7331317484591501 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, det_acc = 0.8489215227933156 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, det_f1 = 0.8516316947036795 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, det_precision = 0.8745147349659399 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, det_recall = 0.8299156587422958 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, eval_cor_loss = 0.00865542357903871 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, eval_cor_macbert_loss = 0.021030742839706133 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, eval_det_loss = 0.09623237104053828 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, eval_det_macbert_loss = 0.09506220593982971 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, eval_loss = 0.026963714908287518 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, global_step = 530000 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, lr = 1.589159737996832e-05 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, train_cor_loss = 0.11267395290809247 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, train_cor_macbert_loss = 0.13913630715942915 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, train_det_loss = 0.18615122539734494 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, train_det_macbert_loss = 0.18336572115403812 01/09/2026 07:26:14 - INFO - __main__ - Global epoch: 3, step: 530000, train_loss = 0.033683283912343494 01/09/2026 11:11:53 - INFO - __main__ - ***** Running evaluation ***** 01/09/2026 11:11:53 - INFO - __main__ - Num examples = 109089 01/09/2026 11:11:53 - INFO - __main__ - Batch size = 32 01/09/2026 11:24:30 - INFO - __main__ - flag_eval: common 01/09/2026 11:24:30 - INFO - __main__ - Sentence Level detection: acc:0.8501, precision:0.9767, recall:0.8303, f1:0.8976 01/09/2026 11:24:30 - INFO - __main__ - Sentence Level correction: acc:0.7750, precision:0.9738, recall:0.7354, f1:0.8380 01/09/2026 11:24:31 - INFO - __main__ - flag_eval: strict 01/09/2026 11:24:31 - INFO - __main__ - Sentence Level detection: acc:0.8501, precision:0.8767, recall:0.8303, f1:0.8529 01/09/2026 11:24:31 - INFO - __main__ - Sentence Level correction: acc:0.7750, precision:0.7765, recall:0.7354, f1:0.7554 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; loss/train_loss:0.011823137825413613 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; loss/eval_loss:0.026863553539154397 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; det/eval_det_loss:0.09623607602795001 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; cor/eval_cor_loss:0.008551893259957644 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; det/eval_det_macbert_loss:0.09506040991960261 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; cor/eval_cor_macbert_loss:0.020898262469949296 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; det/train_det_loss:0.06547242684016061 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; cor/train_cor_loss:0.03951608043138441 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; det/train_det_macbert_loss:0.06449429902462933 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; cor/train_cor_macbert_loss:0.048825202867632034 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; det/det_acc:0.8500673761790831 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; det/det_precision:0.8766742914459762 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; det/det_recall:0.8303095602205848 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; det/det_f1:0.8528622513640394 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; cor/cor_acc:0.7749818955165049 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; cor/cor_precision:0.7764797984122518 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; cor/cor_recall:0.7354140599657074 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; cor/cor_f1:0.7553892197754467 01/09/2026 11:24:31 - INFO - __main__ - eval---epoch:3; global_step:540000; lr/lr:1.5464213289706636e-05 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, cor_acc = 0.7749818955165049 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, cor_f1 = 0.7553892197754467 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, cor_precision = 0.7764797984122518 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, cor_recall = 0.7354140599657074 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, det_acc = 0.8500673761790831 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, det_f1 = 0.8528622513640394 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, det_precision = 0.8766742914459762 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, det_recall = 0.8303095602205848 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, eval_cor_loss = 0.008551893259957644 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, eval_cor_macbert_loss = 0.020898262469949296 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, eval_det_loss = 0.09623607602795001 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, eval_det_macbert_loss = 0.09506040991960261 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, eval_loss = 0.026863553539154397 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, global_step = 540000 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, lr = 1.5464213289706636e-05 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, train_cor_loss = 0.03951608043138441 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, train_cor_macbert_loss = 0.048825202867632034 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, train_det_loss = 0.06547242684016061 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, train_det_macbert_loss = 0.06449429902462933 01/09/2026 11:24:48 - INFO - __main__ - Global epoch: 3, step: 540000, train_loss = 0.011823137825413613 01/09/2026 15:17:02 - INFO - __main__ - ***** Running evaluation ***** 01/09/2026 15:17:02 - INFO - __main__ - Num examples = 109089 01/09/2026 15:17:02 - INFO - __main__ - Batch size = 32 01/09/2026 15:29:41 - INFO - __main__ - flag_eval: common 01/09/2026 15:29:41 - INFO - __main__ - Sentence Level detection: acc:0.8493, precision:0.9783, recall:0.8278, f1:0.8968 01/09/2026 15:29:41 - INFO - __main__ - Sentence Level correction: acc:0.7753, precision:0.9756, recall:0.7343, f1:0.8379 01/09/2026 15:29:42 - INFO - __main__ - flag_eval: strict 01/09/2026 15:29:42 - INFO - __main__ - Sentence Level detection: acc:0.8493, precision:0.8788, recall:0.8278, f1:0.8526 01/09/2026 15:29:42 - INFO - __main__ - Sentence Level correction: acc:0.7753, precision:0.7796, recall:0.7343, f1:0.7563 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; loss/train_loss:0.022857591611255428 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; loss/eval_loss:0.02682870038659717 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; det/eval_det_loss:0.09622290992371604 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; cor/eval_cor_loss:0.008516791876918374 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; det/eval_det_macbert_loss:0.09505676896000356 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; cor/eval_cor_macbert_loss:0.020854322489310625 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; det/train_det_loss:0.12715948952470807 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; cor/train_cor_loss:0.07625545189641221 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; det/train_det_macbert_loss:0.12526334467497854 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; cor/train_cor_macbert_loss:0.09432960952716482 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; det/det_acc:0.8492606953955028 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; det/det_precision:0.8788419201298782 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; det/det_recall:0.8278418833124798 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; det/det_f1:0.8525798965535757 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; cor/cor_acc:0.7752569003290891 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; cor/cor_precision:0.7795515761250569 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; cor/cor_recall:0.7343134528940173 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; cor/cor_f1:0.7562565996313154 01/09/2026 15:29:42 - INFO - __main__ - eval---epoch:3; global_step:550000; lr/lr:1.5036451575195756e-05 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, cor_acc = 0.7752569003290891 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, cor_f1 = 0.7562565996313154 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, cor_precision = 0.7795515761250569 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, cor_recall = 0.7343134528940173 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, det_acc = 0.8492606953955028 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, det_f1 = 0.8525798965535757 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, det_precision = 0.8788419201298782 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, det_recall = 0.8278418833124798 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, eval_cor_loss = 0.008516791876918374 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, eval_cor_macbert_loss = 0.020854322489310625 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, eval_det_loss = 0.09622290992371604 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, eval_det_macbert_loss = 0.09505676896000356 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, eval_loss = 0.02682870038659717 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, global_step = 550000 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, lr = 1.5036451575195756e-05 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, train_cor_loss = 0.07625545189641221 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, train_cor_macbert_loss = 0.09432960952716482 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, train_det_loss = 0.12715948952470807 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, train_det_macbert_loss = 0.12526334467497854 01/09/2026 15:30:00 - INFO - __main__ - Global epoch: 3, step: 550000, train_loss = 0.022857591611255428 01/09/2026 19:22:10 - INFO - __main__ - ***** Running evaluation ***** 01/09/2026 19:22:10 - INFO - __main__ - Num examples = 109089 01/09/2026 19:22:10 - INFO - __main__ - Batch size = 32 01/09/2026 19:34:48 - INFO - __main__ - flag_eval: common 01/09/2026 19:34:48 - INFO - __main__ - Sentence Level detection: acc:0.8511, precision:0.9765, recall:0.8317, f1:0.8984 01/09/2026 19:34:48 - INFO - __main__ - Sentence Level correction: acc:0.7770, precision:0.9737, recall:0.7382, f1:0.8397 01/09/2026 19:34:49 - INFO - __main__ - flag_eval: strict 01/09/2026 19:34:49 - INFO - __main__ - Sentence Level detection: acc:0.8511, precision:0.8772, recall:0.8317, f1:0.8539 01/09/2026 19:34:49 - INFO - __main__ - Sentence Level correction: acc:0.7770, precision:0.7785, recall:0.7382, f1:0.7578 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; loss/train_loss:0.40435839240391885 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; loss/eval_loss:0.026796545614921185 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; det/eval_det_loss:0.09622816238645164 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; cor/eval_cor_loss:0.008477862189139306 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; det/eval_det_macbert_loss:0.09505639305189187 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; cor/eval_cor_macbert_loss:0.020816733199492538 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; det/train_det_loss:2.2514816923265615 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; cor/train_cor_loss:1.348149405531108 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; det/train_det_macbert_loss:2.217763990802108 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; cor/train_cor_macbert_loss:1.668886109368027 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; det/det_acc:0.8510665603314724 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; det/det_precision:0.8772253515963881 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; det/det_recall:0.8317461420825802 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; det/det_f1:0.8538805996776822 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; cor/cor_acc:0.7770169311296281 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; cor/cor_precision:0.7785217678180862 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; cor/cor_recall:0.7381597849761342 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; cor/cor_f1:0.7578037191434196 01/09/2026 19:34:49 - INFO - __main__ - eval---epoch:3; global_step:560000; lr/lr:1.4608660208369832e-05 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, cor_acc = 0.7770169311296281 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, cor_f1 = 0.7578037191434196 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, cor_precision = 0.7785217678180862 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, cor_recall = 0.7381597849761342 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, det_acc = 0.8510665603314724 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, det_f1 = 0.8538805996776822 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, det_precision = 0.8772253515963881 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, det_recall = 0.8317461420825802 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, eval_cor_loss = 0.008477862189139306 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, eval_cor_macbert_loss = 0.020816733199492538 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, eval_det_loss = 0.09622816238645164 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, eval_det_macbert_loss = 0.09505639305189187 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, eval_loss = 0.026796545614921185 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, global_step = 560000 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, lr = 1.4608660208369832e-05 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, train_cor_loss = 1.348149405531108 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, train_cor_macbert_loss = 1.668886109368027 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, train_det_loss = 2.2514816923265615 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, train_det_macbert_loss = 2.217763990802108 01/09/2026 19:35:07 - INFO - __main__ - Global epoch: 3, step: 560000, train_loss = 0.40435839240391885 01/09/2026 23:20:45 - INFO - __main__ - ***** Running evaluation ***** 01/09/2026 23:20:45 - INFO - __main__ - Num examples = 109089 01/09/2026 23:20:45 - INFO - __main__ - Batch size = 32 01/09/2026 23:33:26 - INFO - __main__ - flag_eval: common 01/09/2026 23:33:26 - INFO - __main__ - Sentence Level detection: acc:0.8515, precision:0.9764, recall:0.8325, f1:0.8987 01/09/2026 23:33:26 - INFO - __main__ - Sentence Level correction: acc:0.7778, precision:0.9735, recall:0.7392, f1:0.8403 01/09/2026 23:33:27 - INFO - __main__ - flag_eval: strict 01/09/2026 23:33:27 - INFO - __main__ - Sentence Level detection: acc:0.8515, precision:0.8772, recall:0.8325, f1:0.8543 01/09/2026 23:33:27 - INFO - __main__ - Sentence Level correction: acc:0.7778, precision:0.7789, recall:0.7392, f1:0.7586 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; loss/train_loss:0.017326043582994295 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; loss/eval_loss:0.02682922031087143 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; det/eval_det_loss:0.09622416834665581 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; cor/eval_cor_loss:0.008505279245140027 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; det/eval_det_macbert_loss:0.09505352378109969 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; cor/eval_cor_macbert_loss:0.020867408929287304 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; det/train_det_loss:0.0966109438670922 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; cor/train_cor_loss:0.05773465709109943 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; det/train_det_macbert_loss:0.09516103639679664 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; cor/train_cor_macbert_loss:0.07149186916397794 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; det/det_acc:0.8515340685128656 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; det/det_precision:0.8771927682898544 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; det/det_recall:0.8324876036887715 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; det/det_f1:0.8542557048854863 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; cor/cor_acc:0.7777502772965194 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; cor/cor_precision:0.7789347754434367 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; cor/cor_recall:0.7392372213726308 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; cor/cor_f1:0.7585669874519267 01/09/2026 23:33:27 - INFO - __main__ - eval---epoch:3; global_step:570000; lr/lr:1.4181187185284314e-05 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, cor_acc = 0.7777502772965194 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, cor_f1 = 0.7585669874519267 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, cor_precision = 0.7789347754434367 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, cor_recall = 0.7392372213726308 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, det_acc = 0.8515340685128656 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, det_f1 = 0.8542557048854863 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, det_precision = 0.8771927682898544 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, det_recall = 0.8324876036887715 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, eval_cor_loss = 0.008505279245140027 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, eval_cor_macbert_loss = 0.020867408929287304 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, eval_det_loss = 0.09622416834665581 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, eval_det_macbert_loss = 0.09505352378109969 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, eval_loss = 0.02682922031087143 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, global_step = 570000 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, lr = 1.4181187185284314e-05 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, train_cor_loss = 0.05773465709109943 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, train_cor_macbert_loss = 0.07149186916397794 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, train_det_loss = 0.0966109438670922 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, train_det_macbert_loss = 0.09516103639679664 01/09/2026 23:33:44 - INFO - __main__ - Global epoch: 3, step: 570000, train_loss = 0.017326043582994295 01/10/2026 03:25:55 - INFO - __main__ - ***** Running evaluation ***** 01/10/2026 03:25:55 - INFO - __main__ - Num examples = 109089 01/10/2026 03:25:55 - INFO - __main__ - Batch size = 32 01/10/2026 03:38:34 - INFO - __main__ - flag_eval: common 01/10/2026 03:38:34 - INFO - __main__ - Sentence Level detection: acc:0.8516, precision:0.9780, recall:0.8311, f1:0.8986 01/10/2026 03:38:34 - INFO - __main__ - Sentence Level correction: acc:0.7780, precision:0.9753, recall:0.7380, f1:0.8403 01/10/2026 03:38:36 - INFO - __main__ - flag_eval: strict 01/10/2026 03:38:36 - INFO - __main__ - Sentence Level detection: acc:0.8516, precision:0.8795, recall:0.8311, f1:0.8546 01/10/2026 03:38:36 - INFO - __main__ - Sentence Level correction: acc:0.7780, precision:0.7811, recall:0.7380, f1:0.7589 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; loss/train_loss:0.06092628268088266 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; loss/eval_loss:0.026769403208782162 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; det/eval_det_loss:0.09622262424822953 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; cor/eval_cor_loss:0.00844870694950922 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; det/eval_det_macbert_loss:0.09505122750604372 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; cor/eval_cor_macbert_loss:0.02078391281422091 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; det/train_det_loss:0.3405842853468488 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; cor/train_cor_loss:0.20281403315261506 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; det/train_det_macbert_loss:0.3354744612165093 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; cor/train_cor_macbert_loss:0.2513053016458836 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; det/det_acc:0.8515799026482963 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; det/det_precision:0.8795487984306032 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; det/det_recall:0.8310857778395663 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; det/det_f1:0.8546307989230146 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; cor/cor_acc:0.7779519474924145 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; cor/cor_precision:0.7810691515448749 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; cor/cor_recall:0.7380323462625701 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; cor/cor_f1:0.7589411232099882 01/10/2026 03:38:36 - INFO - __main__ - eval---epoch:3; global_step:580000; lr/lr:1.3754380243031132e-05 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, cor_acc = 0.7779519474924145 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, cor_f1 = 0.7589411232099882 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, cor_precision = 0.7810691515448749 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, cor_recall = 0.7380323462625701 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, det_acc = 0.8515799026482963 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, det_f1 = 0.8546307989230146 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, det_precision = 0.8795487984306032 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, det_recall = 0.8310857778395663 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, eval_cor_loss = 0.00844870694950922 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, eval_cor_macbert_loss = 0.02078391281422091 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, eval_det_loss = 0.09622262424822953 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, eval_det_macbert_loss = 0.09505122750604372 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, eval_loss = 0.026769403208782162 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, global_step = 580000 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, lr = 1.3754380243031132e-05 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, train_cor_loss = 0.20281403315261506 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, train_cor_macbert_loss = 0.2513053016458836 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, train_det_loss = 0.3405842853468488 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, train_det_macbert_loss = 0.3354744612165093 01/10/2026 03:38:54 - INFO - __main__ - Global epoch: 3, step: 580000, train_loss = 0.06092628268088266 01/10/2026 07:24:33 - INFO - __main__ - ***** Running evaluation ***** 01/10/2026 07:24:33 - INFO - __main__ - Num examples = 109089 01/10/2026 07:24:33 - INFO - __main__ - Batch size = 32 01/10/2026 07:37:11 - INFO - __main__ - flag_eval: common 01/10/2026 07:37:11 - INFO - __main__ - Sentence Level detection: acc:0.8531, precision:0.9774, recall:0.8337, f1:0.8998 01/10/2026 07:37:11 - INFO - __main__ - Sentence Level correction: acc:0.7795, precision:0.9746, recall:0.7407, f1:0.8417 01/10/2026 07:37:12 - INFO - __main__ - flag_eval: strict 01/10/2026 07:37:12 - INFO - __main__ - Sentence Level detection: acc:0.8531, precision:0.8790, recall:0.8337, f1:0.8557 01/10/2026 07:37:12 - INFO - __main__ - Sentence Level correction: acc:0.7795, precision:0.7809, recall:0.7407, f1:0.7602 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; loss/train_loss:0.013903997069805683 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; loss/eval_loss:0.026697888980750394 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; det/eval_det_loss:0.09622157958334263 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; cor/eval_cor_loss:0.008392712206505719 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; det/eval_det_macbert_loss:0.095047964328669 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; cor/eval_cor_macbert_loss:0.020672399063035737 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; det/train_det_loss:0.0778195313568109 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; cor/train_cor_loss:0.04624642121804812 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; det/train_det_macbert_loss:0.07665218140721665 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; cor/train_cor_macbert_loss:0.057355009641884634 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; det/det_acc:0.8531107627716819 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; det/det_precision:0.8789636976596472 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; det/det_recall:0.8336693081236387 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; det/det_f1:0.8557175474480331 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; cor/cor_acc:0.7795103080970583 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; cor/cor_precision:0.7808911906972199 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; cor/cor_recall:0.7406506325594328 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; cor/cor_f1:0.7602387860914237 01/10/2026 07:37:12 - INFO - __main__ - eval---epoch:3; global_step:590000; lr/lr:1.3328586576864484e-05 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, cor_acc = 0.7795103080970583 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, cor_f1 = 0.7602387860914237 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, cor_precision = 0.7808911906972199 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, cor_recall = 0.7406506325594328 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, det_acc = 0.8531107627716819 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, det_f1 = 0.8557175474480331 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, det_precision = 0.8789636976596472 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, det_recall = 0.8336693081236387 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, eval_cor_loss = 0.008392712206505719 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, eval_cor_macbert_loss = 0.020672399063035737 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, eval_det_loss = 0.09622157958334263 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, eval_det_macbert_loss = 0.095047964328669 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, eval_loss = 0.026697888980750394 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, global_step = 590000 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, lr = 1.3328586576864484e-05 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, train_cor_loss = 0.04624642121804812 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, train_cor_macbert_loss = 0.057355009641884634 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, train_det_loss = 0.0778195313568109 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, train_det_macbert_loss = 0.07665218140721665 01/10/2026 07:37:29 - INFO - __main__ - Global epoch: 3, step: 590000, train_loss = 0.013903997069805683 01/10/2026 11:29:40 - INFO - __main__ - ***** Running evaluation ***** 01/10/2026 11:29:40 - INFO - __main__ - Num examples = 109089 01/10/2026 11:29:40 - INFO - __main__ - Batch size = 32 01/10/2026 11:42:20 - INFO - __main__ - flag_eval: common 01/10/2026 11:42:20 - INFO - __main__ - Sentence Level detection: acc:0.8536, precision:0.9770, recall:0.8346, f1:0.9002 01/10/2026 11:42:20 - INFO - __main__ - Sentence Level correction: acc:0.7800, precision:0.9742, recall:0.7415, f1:0.8421 01/10/2026 11:42:21 - INFO - __main__ - flag_eval: strict 01/10/2026 11:42:21 - INFO - __main__ - Sentence Level detection: acc:0.8536, precision:0.8796, recall:0.8346, f1:0.8565 01/10/2026 11:42:21 - INFO - __main__ - Sentence Level correction: acc:0.7800, precision:0.7815, recall:0.7415, f1:0.7610 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; loss/train_loss:0.03278595452166005 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; loss/eval_loss:0.026678320864115562 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; det/eval_det_loss:0.0962176275538126 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; cor/eval_cor_loss:0.008346255481253645 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; det/eval_det_macbert_loss:0.09504842480556666 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; cor/eval_cor_macbert_loss:0.02067342930839527 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; det/train_det_loss:0.1842052656125492 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; cor/train_cor_loss:0.1088844502880883 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; det/train_det_macbert_loss:0.18144499538984538 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; cor/train_cor_macbert_loss:0.13516271320098644 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; det/det_acc:0.8535966046072473 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; det/det_precision:0.8795663215471772 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; det/det_recall:0.8346077204689745 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; det/det_f1:0.8564974438235643 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; cor/cor_acc:0.7799503157971931 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; cor/cor_precision:0.7814758741941785 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; cor/cor_recall:0.7415311182167849 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; cor/cor_f1:0.7609796694804424 01/10/2026 11:42:21 - INFO - __main__ - eval---epoch:3; global_step:600000; lr/lr:1.2904152557767397e-05 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, cor_acc = 0.7799503157971931 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, cor_f1 = 0.7609796694804424 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, cor_precision = 0.7814758741941785 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, cor_recall = 0.7415311182167849 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, det_acc = 0.8535966046072473 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, det_f1 = 0.8564974438235643 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, det_precision = 0.8795663215471772 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, det_recall = 0.8346077204689745 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, eval_cor_loss = 0.008346255481253645 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, eval_cor_macbert_loss = 0.02067342930839527 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, eval_det_loss = 0.0962176275538126 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, eval_det_macbert_loss = 0.09504842480556666 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, eval_loss = 0.026678320864115562 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, global_step = 600000 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, lr = 1.2904152557767397e-05 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, train_cor_loss = 0.1088844502880883 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, train_cor_macbert_loss = 0.13516271320098644 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, train_det_loss = 0.1842052656125492 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, train_det_macbert_loss = 0.18144499538984538 01/10/2026 11:42:39 - INFO - __main__ - Global epoch: 3, step: 600000, train_loss = 0.03278595452166005 01/10/2026 15:28:14 - INFO - __main__ - ***** Running evaluation ***** 01/10/2026 15:28:14 - INFO - __main__ - Num examples = 109089 01/10/2026 15:28:14 - INFO - __main__ - Batch size = 32 01/10/2026 15:40:53 - INFO - __main__ - flag_eval: common 01/10/2026 15:40:53 - INFO - __main__ - Sentence Level detection: acc:0.8530, precision:0.9770, recall:0.8338, f1:0.8997 01/10/2026 15:40:53 - INFO - __main__ - Sentence Level correction: acc:0.7808, precision:0.9742, recall:0.7426, f1:0.8428 01/10/2026 15:40:54 - INFO - __main__ - flag_eval: strict 01/10/2026 15:40:54 - INFO - __main__ - Sentence Level detection: acc:0.8530, precision:0.8798, recall:0.8338, f1:0.8562 01/10/2026 15:40:54 - INFO - __main__ - Sentence Level correction: acc:0.7808, precision:0.7835, recall:0.7426, f1:0.7625 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; loss/train_loss:0.011581698603924682 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; loss/eval_loss:0.026648979253435685 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; det/eval_det_loss:0.09621747259003646 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; cor/eval_cor_loss:0.008336647123784579 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; det/eval_det_macbert_loss:0.09504869131617656 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; cor/eval_cor_macbert_loss:0.020613978865901262 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; det/train_det_loss:0.06519543837470386 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; cor/train_cor_loss:0.038432173381046826 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; det/train_det_macbert_loss:0.06421761749118726 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; cor/train_cor_macbert_loss:0.047734447322179026 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; det/det_acc:0.8529640935383036 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; det/det_precision:0.8797687296018776 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; det/det_recall:0.8338315028499931 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; det/det_f1:0.8561843866171004 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; cor/cor_acc:0.7807753302349458 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; cor/cor_precision:0.7835079270006967 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; cor/cor_recall:0.7425969692756847 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; cor/cor_f1:0.7625040892193309 01/10/2026 15:40:54 - INFO - __main__ - eval---epoch:3; global_step:610000; lr/lr:1.2481423450688884e-05 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, cor_acc = 0.7807753302349458 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, cor_f1 = 0.7625040892193309 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, cor_precision = 0.7835079270006967 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, cor_recall = 0.7425969692756847 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, det_acc = 0.8529640935383036 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, det_f1 = 0.8561843866171004 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, det_precision = 0.8797687296018776 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, det_recall = 0.8338315028499931 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, eval_cor_loss = 0.008336647123784579 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, eval_cor_macbert_loss = 0.020613978865901262 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, eval_det_loss = 0.09621747259003646 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, eval_det_macbert_loss = 0.09504869131617656 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, eval_loss = 0.026648979253435685 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, global_step = 610000 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, lr = 1.2481423450688884e-05 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, train_cor_loss = 0.038432173381046826 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, train_cor_macbert_loss = 0.047734447322179026 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, train_det_loss = 0.06519543837470386 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, train_det_macbert_loss = 0.06421761749118726 01/10/2026 15:41:10 - INFO - __main__ - Global epoch: 3, step: 610000, train_loss = 0.011581698603924682 01/10/2026 19:33:24 - INFO - __main__ - ***** Running evaluation ***** 01/10/2026 19:33:24 - INFO - __main__ - Num examples = 109089 01/10/2026 19:33:24 - INFO - __main__ - Batch size = 32 01/10/2026 19:46:02 - INFO - __main__ - flag_eval: common 01/10/2026 19:46:02 - INFO - __main__ - Sentence Level detection: acc:0.8541, precision:0.9770, recall:0.8353, f1:0.9006 01/10/2026 19:46:02 - INFO - __main__ - Sentence Level correction: acc:0.7813, precision:0.9742, recall:0.7433, f1:0.8432 01/10/2026 19:46:03 - INFO - __main__ - flag_eval: strict 01/10/2026 19:46:03 - INFO - __main__ - Sentence Level detection: acc:0.8541, precision:0.8790, recall:0.8353, f1:0.8566 01/10/2026 19:46:03 - INFO - __main__ - Sentence Level correction: acc:0.7813, precision:0.7822, recall:0.7433, f1:0.7623 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; loss/train_loss:0.02245261382458694 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; loss/eval_loss:0.026621278264534958 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; det/eval_det_loss:0.09621152644570151 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; cor/eval_cor_loss:0.008300327631764255 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; det/eval_det_macbert_loss:0.09503973677985936 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; cor/eval_cor_macbert_loss:0.02058774913076614 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; det/train_det_loss:0.12622862770323875 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; cor/train_cor_loss:0.07452964922028422 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; det/train_det_macbert_loss:0.12432816498445863 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; cor/train_cor_macbert_loss:0.09257315809659947 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; det/det_acc:0.8540732796157267 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; det/det_precision:0.8789652061541462 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; det/det_recall:0.8352796700495853 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; det/det_f1:0.8565658005726438 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; cor/cor_acc:0.781316173033028 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; cor/cor_precision:0.78220320386219 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; cor/cor_recall:0.7433268455442792 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; cor/cor_f1:0.7622696653241615 01/10/2026 19:46:03 - INFO - __main__ - eval---epoch:3; global_step:620000; lr/lr:1.2060743133680712e-05 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, cor_acc = 0.781316173033028 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, cor_f1 = 0.7622696653241615 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, cor_precision = 0.78220320386219 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, cor_recall = 0.7433268455442792 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, det_acc = 0.8540732796157267 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, det_f1 = 0.8565658005726438 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, det_precision = 0.8789652061541462 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, det_recall = 0.8352796700495853 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, eval_cor_loss = 0.008300327631764255 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, eval_cor_macbert_loss = 0.02058774913076614 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, eval_det_loss = 0.09621152644570151 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, eval_det_macbert_loss = 0.09503973677985936 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, eval_loss = 0.026621278264534958 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, global_step = 620000 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, lr = 1.2060743133680712e-05 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, train_cor_loss = 0.07452964922028422 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, train_cor_macbert_loss = 0.09257315809659947 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, train_det_loss = 0.12622862770323875 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, train_det_macbert_loss = 0.12432816498445863 01/10/2026 19:46:04 - INFO - __main__ - Global epoch: 3, step: 620000, train_loss = 0.02245261382458694 01/10/2026 23:38:14 - INFO - __main__ - ***** Running evaluation ***** 01/10/2026 23:38:14 - INFO - __main__ - Num examples = 109089 01/10/2026 23:38:14 - INFO - __main__ - Batch size = 32 01/10/2026 23:50:56 - INFO - __main__ - flag_eval: common 01/10/2026 23:50:56 - INFO - __main__ - Sentence Level detection: acc:0.8538, precision:0.9771, recall:0.8347, f1:0.9003 01/10/2026 23:50:56 - INFO - __main__ - Sentence Level correction: acc:0.7815, precision:0.9744, recall:0.7433, f1:0.8433 01/10/2026 23:50:57 - INFO - __main__ - flag_eval: strict 01/10/2026 23:50:57 - INFO - __main__ - Sentence Level detection: acc:0.8538, precision:0.8796, recall:0.8347, f1:0.8566 01/10/2026 23:50:57 - INFO - __main__ - Sentence Level correction: acc:0.7815, precision:0.7833, recall:0.7433, f1:0.7628 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; loss/train_loss:0.017856237238332157 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; loss/eval_loss:0.026626944467665618 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; det/eval_det_loss:0.0962075665855261 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; cor/eval_cor_loss:0.00829097492104927 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; det/eval_det_macbert_loss:0.09504155484166044 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; cor/eval_cor_macbert_loss:0.020610812056795467 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; det/train_det_loss:0.1008477624550107 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; cor/train_cor_loss:0.05914569197028911 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; det/train_det_macbert_loss:0.09931413130465126 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; cor/train_cor_macbert_loss:0.07359031912416131 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; det/det_acc:0.853770774321884 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; det/det_precision:0.8796117690147723 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; det/det_recall:0.8347119885073451 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; det/det_f1:0.8565738946417321 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; cor/cor_acc:0.7814536754393202 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; cor/cor_precision:0.7832987425222806 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; cor/cor_recall:0.7433152602066824 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; cor/cor_f1:0.7627833985234149 01/10/2026 23:50:57 - INFO - __main__ - eval---epoch:4; global_step:630000; lr/lr:1.1642453818162484e-05 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, cor_acc = 0.7814536754393202 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, cor_f1 = 0.7627833985234149 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, cor_precision = 0.7832987425222806 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, cor_recall = 0.7433152602066824 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, det_acc = 0.853770774321884 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, det_f1 = 0.8565738946417321 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, det_precision = 0.8796117690147723 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, det_recall = 0.8347119885073451 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, eval_cor_loss = 0.00829097492104927 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, eval_cor_macbert_loss = 0.020610812056795467 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, eval_det_loss = 0.0962075665855261 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, eval_det_macbert_loss = 0.09504155484166044 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, eval_loss = 0.026626944467665618 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, global_step = 630000 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, lr = 1.1642453818162484e-05 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, train_cor_loss = 0.05914569197028911 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, train_cor_macbert_loss = 0.07359031912416131 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, train_det_loss = 0.1008477624550107 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, train_det_macbert_loss = 0.09931413130465126 01/10/2026 23:51:15 - INFO - __main__ - Global epoch: 4, step: 630000, train_loss = 0.017856237238332157 01/11/2026 03:36:52 - INFO - __main__ - ***** Running evaluation ***** 01/11/2026 03:36:52 - INFO - __main__ - Num examples = 109089 01/11/2026 03:36:52 - INFO - __main__ - Batch size = 32 01/11/2026 03:49:29 - INFO - __main__ - flag_eval: common 01/11/2026 03:49:29 - INFO - __main__ - Sentence Level detection: acc:0.8544, precision:0.9772, recall:0.8355, f1:0.9008 01/11/2026 03:49:29 - INFO - __main__ - Sentence Level correction: acc:0.7828, precision:0.9745, recall:0.7450, f1:0.8444 01/11/2026 03:49:31 - INFO - __main__ - flag_eval: strict 01/11/2026 03:49:31 - INFO - __main__ - Sentence Level detection: acc:0.8544, precision:0.8798, recall:0.8355, f1:0.8571 01/11/2026 03:49:31 - INFO - __main__ - Sentence Level correction: acc:0.7828, precision:0.7845, recall:0.7450, f1:0.7643 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; loss/train_loss:0.016986122547104233 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; loss/eval_loss:0.02659330182094198 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; det/eval_det_loss:0.09619218607306725 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; cor/eval_cor_loss:0.008257770369532982 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; det/eval_det_macbert_loss:0.0950446145249161 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; cor/eval_cor_macbert_loss:0.02056703163456686 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; det/train_det_loss:0.09603604438698912 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; cor/train_cor_loss:0.05625683363435886 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; det/train_det_macbert_loss:0.09458511557164428 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; cor/train_cor_macbert_loss:0.06997352191762814 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; det/det_acc:0.8544032853908277 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; det/det_precision:0.8797882203679305 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; det/det_recall:0.83551137680152 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; det/det_f1:0.8570783418900931 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; cor/cor_acc:0.782810365848069 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; cor/cor_precision:0.7845117845117845 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; cor/cor_recall:0.7450298901709996 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; cor/cor_f1:0.7642612664004564 01/11/2026 03:49:31 - INFO - __main__ - eval---epoch:4; global_step:640000; lr/lr:1.1226895770542356e-05 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, cor_acc = 0.782810365848069 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, cor_f1 = 0.7642612664004564 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, cor_precision = 0.7845117845117845 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, cor_recall = 0.7450298901709996 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, det_acc = 0.8544032853908277 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, det_f1 = 0.8570783418900931 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, det_precision = 0.8797882203679305 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, det_recall = 0.83551137680152 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, eval_cor_loss = 0.008257770369532982 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, eval_cor_macbert_loss = 0.02056703163456686 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, eval_det_loss = 0.09619218607306725 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, eval_det_macbert_loss = 0.0950446145249161 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, eval_loss = 0.02659330182094198 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, global_step = 640000 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, lr = 1.1226895770542356e-05 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, train_cor_loss = 0.05625683363435886 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, train_cor_macbert_loss = 0.06997352191762814 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, train_det_loss = 0.09603604438698912 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, train_det_macbert_loss = 0.09458511557164428 01/11/2026 03:49:47 - INFO - __main__ - Global epoch: 4, step: 640000, train_loss = 0.016986122547104233 01/11/2026 07:42:04 - INFO - __main__ - ***** Running evaluation ***** 01/11/2026 07:42:04 - INFO - __main__ - Num examples = 109089 01/11/2026 07:42:04 - INFO - __main__ - Batch size = 32 01/11/2026 07:54:42 - INFO - __main__ - flag_eval: common 01/11/2026 07:54:42 - INFO - __main__ - Sentence Level detection: acc:0.8548, precision:0.9776, recall:0.8356, f1:0.9010 01/11/2026 07:54:42 - INFO - __main__ - Sentence Level correction: acc:0.7829, precision:0.9750, recall:0.7447, f1:0.8444 01/11/2026 07:54:43 - INFO - __main__ - flag_eval: strict 01/11/2026 07:54:43 - INFO - __main__ - Sentence Level detection: acc:0.8548, precision:0.8810, recall:0.8356, f1:0.8577 01/11/2026 07:54:43 - INFO - __main__ - Sentence Level correction: acc:0.7829, precision:0.7852, recall:0.7447, f1:0.7645 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; loss/train_loss:0.05885842312196834 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; loss/eval_loss:0.026595617190431513 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; det/eval_det_loss:0.09619788722632323 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; cor/eval_cor_loss:0.008262192013624884 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; det/eval_det_macbert_loss:0.09504864231621335 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; cor/eval_cor_macbert_loss:0.020566341108433646 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; det/train_det_loss:0.33406755507325847 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; cor/train_cor_loss:0.19460992413708084 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; det/train_det_macbert_loss:0.32903421695892493 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; cor/train_cor_macbert_loss:0.24233372841120895 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; det/det_acc:0.8547607916471872 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; det/det_precision:0.8810099677513925 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; det/det_recall:0.8355693034895036 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; det/det_f1:0.8576881912236889 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; cor/cor_acc:0.7828928672918443 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; cor/cor_precision:0.7852413759405844 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; cor/cor_recall:0.7447402567310811 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; cor/cor_f1:0.7644547508621715 01/11/2026 07:54:43 - INFO - __main__ - eval---epoch:4; global_step:650000; lr/lr:1.0814407035420124e-05 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, cor_acc = 0.7828928672918443 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, cor_f1 = 0.7644547508621715 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, cor_precision = 0.7852413759405844 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, cor_recall = 0.7447402567310811 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, det_acc = 0.8547607916471872 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, det_f1 = 0.8576881912236889 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, det_precision = 0.8810099677513925 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, det_recall = 0.8355693034895036 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, eval_cor_loss = 0.008262192013624884 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, eval_cor_macbert_loss = 0.020566341108433646 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, eval_det_loss = 0.09619788722632323 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, eval_det_macbert_loss = 0.09504864231621335 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, eval_loss = 0.026595617190431513 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, global_step = 650000 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, lr = 1.0814407035420124e-05 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, train_cor_loss = 0.19460992413708084 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, train_cor_macbert_loss = 0.24233372841120895 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, train_det_loss = 0.33406755507325847 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, train_det_macbert_loss = 0.32903421695892493 01/11/2026 07:55:01 - INFO - __main__ - Global epoch: 4, step: 650000, train_loss = 0.05885842312196834 01/11/2026 11:40:34 - INFO - __main__ - ***** Running evaluation ***** 01/11/2026 11:40:34 - INFO - __main__ - Num examples = 109089 01/11/2026 11:40:34 - INFO - __main__ - Batch size = 32 01/11/2026 11:53:10 - INFO - __main__ - flag_eval: common 01/11/2026 11:53:10 - INFO - __main__ - Sentence Level detection: acc:0.8543, precision:0.9783, recall:0.8343, f1:0.9006 01/11/2026 11:53:10 - INFO - __main__ - Sentence Level correction: acc:0.7845, precision:0.9758, recall:0.7461, f1:0.8456 01/11/2026 11:53:11 - INFO - __main__ - flag_eval: strict 01/11/2026 11:53:11 - INFO - __main__ - Sentence Level detection: acc:0.8543, precision:0.8815, recall:0.8343, f1:0.8573 01/11/2026 11:53:11 - INFO - __main__ - Sentence Level correction: acc:0.7845, precision:0.7883, recall:0.7461, f1:0.7666 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; loss/train_loss:0.0137100225435653 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; loss/eval_loss:0.02648617797652688 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; det/eval_det_loss:0.09619225775896717 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; cor/eval_cor_loss:0.008141431869199113 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; det/eval_det_macbert_loss:0.09503700612131992 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; cor/eval_cor_macbert_loss:0.020432644082182524 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; det/train_det_loss:0.07747342170574857 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; cor/train_cor_loss:0.04540836078136808 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; det/train_det_macbert_loss:0.07630353667232233 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; cor/train_cor_macbert_loss:0.05649003123736832 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; det/det_acc:0.8542566161574494 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; det/det_precision:0.8814889163616779 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; det/det_recall:0.8343180870290561 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; det/det_f1:0.8572550933558714 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; cor/cor_acc:0.7844695615506605 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; cor/cor_precision:0.7883031200656083 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; cor/cor_recall:0.7461189119050929 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; cor/cor_f1:0.7666311535416902 01/11/2026 11:53:11 - INFO - __main__ - eval---epoch:4; global_step:660000; lr/lr:1.0405323160597528e-05 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, cor_acc = 0.7844695615506605 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, cor_f1 = 0.7666311535416902 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, cor_precision = 0.7883031200656083 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, cor_recall = 0.7461189119050929 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, det_acc = 0.8542566161574494 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, det_f1 = 0.8572550933558714 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, det_precision = 0.8814889163616779 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, det_recall = 0.8343180870290561 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, eval_cor_loss = 0.008141431869199113 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, eval_cor_macbert_loss = 0.020432644082182524 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, eval_det_loss = 0.09619225775896717 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, eval_det_macbert_loss = 0.09503700612131992 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, eval_loss = 0.02648617797652688 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, global_step = 660000 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, lr = 1.0405323160597528e-05 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, train_cor_loss = 0.04540836078136808 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, train_cor_macbert_loss = 0.05649003123736832 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, train_det_loss = 0.07747342170574857 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, train_det_macbert_loss = 0.07630353667232233 01/11/2026 11:53:27 - INFO - __main__ - Global epoch: 4, step: 660000, train_loss = 0.0137100225435653 01/11/2026 15:45:43 - INFO - __main__ - ***** Running evaluation ***** 01/11/2026 15:45:43 - INFO - __main__ - Num examples = 109089 01/11/2026 15:45:43 - INFO - __main__ - Batch size = 32 01/11/2026 15:58:22 - INFO - __main__ - flag_eval: common 01/11/2026 15:58:22 - INFO - __main__ - Sentence Level detection: acc:0.8558, precision:0.9769, recall:0.8376, f1:0.9019 01/11/2026 15:58:22 - INFO - __main__ - Sentence Level correction: acc:0.7838, precision:0.9742, recall:0.7465, f1:0.8453 01/11/2026 15:58:23 - INFO - __main__ - flag_eval: strict 01/11/2026 15:58:23 - INFO - __main__ - Sentence Level detection: acc:0.8558, precision:0.8801, recall:0.8376, f1:0.8583 01/11/2026 15:58:23 - INFO - __main__ - Sentence Level correction: acc:0.7838, precision:0.7844, recall:0.7465, f1:0.7650 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; loss/train_loss:0.03203023533363893 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; loss/eval_loss:0.026509798739386144 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; det/eval_det_loss:0.09620321697326951 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; cor/eval_cor_loss:0.008158524816835856 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; det/eval_det_macbert_loss:0.09503622950259208 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; cor/eval_cor_macbert_loss:0.020469332479182943 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; det/train_det_loss:0.1823193464071421 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; cor/train_cor_loss:0.10577120115889624 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; det/train_det_macbert_loss:0.17955824532587533 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; cor/train_cor_macbert_loss:0.13182907645026198 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; det/det_acc:0.8558333104162656 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; det/det_precision:0.8800808307059296 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; det/det_recall:0.8375735668937393 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; det/det_f1:0.8583012293500651 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; cor/cor_acc:0.783791216346286 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; cor/cor_precision:0.7844108731907434 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; cor/cor_recall:0.7465243987209788 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; cor/cor_f1:0.7649988424757959 01/11/2026 15:58:23 - INFO - __main__ - eval---epoch:4; global_step:670000; lr/lr:9.999976924119725e-06 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, cor_acc = 0.783791216346286 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, cor_f1 = 0.7649988424757959 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, cor_precision = 0.7844108731907434 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, cor_recall = 0.7465243987209788 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, det_acc = 0.8558333104162656 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, det_f1 = 0.8583012293500651 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, det_precision = 0.8800808307059296 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, det_recall = 0.8375735668937393 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, eval_cor_loss = 0.008158524816835856 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, eval_cor_macbert_loss = 0.020469332479182943 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, eval_det_loss = 0.09620321697326951 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, eval_det_macbert_loss = 0.09503622950259208 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, eval_loss = 0.026509798739386144 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, global_step = 670000 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, lr = 9.999976924119725e-06 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, train_cor_loss = 0.10577120115889624 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, train_cor_macbert_loss = 0.13182907645026198 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, train_det_loss = 0.1823193464071421 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, train_det_macbert_loss = 0.17955824532587533 01/11/2026 15:58:24 - INFO - __main__ - Global epoch: 4, step: 670000, train_loss = 0.03203023533363893 01/11/2026 19:44:03 - INFO - __main__ - ***** Running evaluation ***** 01/11/2026 19:44:03 - INFO - __main__ - Num examples = 109089 01/11/2026 19:44:03 - INFO - __main__ - Batch size = 32 01/11/2026 19:56:40 - INFO - __main__ - flag_eval: common 01/11/2026 19:56:40 - INFO - __main__ - Sentence Level detection: acc:0.8565, precision:0.9779, recall:0.8376, f1:0.9023 01/11/2026 19:56:40 - INFO - __main__ - Sentence Level correction: acc:0.7847, precision:0.9753, recall:0.7468, f1:0.8459 01/11/2026 19:56:42 - INFO - __main__ - flag_eval: strict 01/11/2026 19:56:42 - INFO - __main__ - Sentence Level detection: acc:0.8565, precision:0.8833, recall:0.8376, f1:0.8598 01/11/2026 19:56:42 - INFO - __main__ - Sentence Level correction: acc:0.7847, precision:0.7875, recall:0.7468, f1:0.7666 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; loss/train_loss:0.011452768684791696 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; loss/eval_loss:0.026466513036746707 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; det/eval_det_loss:0.09618526205695714 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; cor/eval_cor_loss:0.008130522208302031 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; det/eval_det_macbert_loss:0.09503693728153742 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; cor/eval_cor_macbert_loss:0.020398529959890072 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; det/train_det_loss:0.06492025289100331 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; cor/train_cor_loss:0.03787847014780553 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; det/train_det_macbert_loss:0.06393599175844125 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; cor/train_cor_macbert_loss:0.047172953353337606 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; det/det_acc:0.85651165562064 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; det/det_precision:0.8832634909775079 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; det/det_recall:0.8375735668937393 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; det/det_f1:0.8598119726224527 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; cor/cor_acc:0.7846803985736417 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; cor/cor_precision:0.7875285579895175 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; cor/cor_recall:0.7467908614857037 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; cor/cor_f1:0.7666188966919788 01/11/2026 19:56:42 - INFO - __main__ - eval---epoch:4; global_step:680000; lr/lr:9.598698063569871e-06 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, cor_acc = 0.7846803985736417 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, cor_f1 = 0.7666188966919788 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, cor_precision = 0.7875285579895175 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, cor_recall = 0.7467908614857037 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, det_acc = 0.85651165562064 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, det_f1 = 0.8598119726224527 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, det_precision = 0.8832634909775079 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, det_recall = 0.8375735668937393 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, eval_cor_loss = 0.008130522208302031 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, eval_cor_macbert_loss = 0.020398529959890072 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, eval_det_loss = 0.09618526205695714 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, eval_det_macbert_loss = 0.09503693728153742 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, eval_loss = 0.026466513036746707 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, global_step = 680000 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, lr = 9.598698063569871e-06 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, train_cor_loss = 0.03787847014780553 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, train_cor_macbert_loss = 0.047172953353337606 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, train_det_loss = 0.06492025289100331 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, train_det_macbert_loss = 0.06393599175844125 01/11/2026 19:56:42 - INFO - __main__ - Global epoch: 4, step: 680000, train_loss = 0.011452768684791696 01/11/2026 23:48:57 - INFO - __main__ - ***** Running evaluation ***** 01/11/2026 23:48:57 - INFO - __main__ - Num examples = 109089 01/11/2026 23:48:57 - INFO - __main__ - Batch size = 32 01/12/2026 00:01:37 - INFO - __main__ - flag_eval: common 01/12/2026 00:01:37 - INFO - __main__ - Sentence Level detection: acc:0.8560, precision:0.9777, recall:0.8370, f1:0.9019 01/12/2026 00:01:37 - INFO - __main__ - Sentence Level correction: acc:0.7848, precision:0.9751, recall:0.7470, f1:0.8460 01/12/2026 00:01:38 - INFO - __main__ - flag_eval: strict 01/12/2026 00:01:38 - INFO - __main__ - Sentence Level detection: acc:0.8560, precision:0.8816, recall:0.8370, f1:0.8588 01/12/2026 00:01:38 - INFO - __main__ - Sentence Level correction: acc:0.7848, precision:0.7868, recall:0.7470, f1:0.7664 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; loss/train_loss:0.021960775150370825 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; loss/eval_loss:0.026485192419907034 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; det/eval_det_loss:0.09618881273150828 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; cor/eval_cor_loss:0.00813540618936852 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; det/eval_det_macbert_loss:0.09503686019391197 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; cor/eval_cor_macbert_loss:0.02043698447459134 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; det/train_det_loss:0.1253857589272036 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; cor/train_cor_loss:0.07241262401471779 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; det/train_det_macbert_loss:0.12349046891572119 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; cor/train_cor_macbert_loss:0.09035768374313194 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; det/det_acc:0.8559708128225577 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; det/det_precision:0.8816336990079195 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; det/det_recall:0.8370290560266926 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; det/det_f1:0.8587525629215821 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; cor/cor_acc:0.7847537331903308 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; cor/cor_precision:0.7868308338112728 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; cor/cor_recall:0.7470225682376385 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; cor/cor_f1:0.7664101268831902 01/12/2026 00:01:38 - INFO - __main__ - eval---epoch:4; global_step:690000; lr/lr:9.201813007836999e-06 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, cor_acc = 0.7847537331903308 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, cor_f1 = 0.7664101268831902 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, cor_precision = 0.7868308338112728 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, cor_recall = 0.7470225682376385 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, det_acc = 0.8559708128225577 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, det_f1 = 0.8587525629215821 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, det_precision = 0.8816336990079195 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, det_recall = 0.8370290560266926 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, eval_cor_loss = 0.00813540618936852 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, eval_cor_macbert_loss = 0.02043698447459134 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, eval_det_loss = 0.09618881273150828 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, eval_det_macbert_loss = 0.09503686019391197 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, eval_loss = 0.026485192419907034 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, global_step = 690000 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, lr = 9.201813007836999e-06 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, train_cor_loss = 0.07241262401471779 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, train_cor_macbert_loss = 0.09035768374313194 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, train_det_loss = 0.1253857589272036 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, train_det_macbert_loss = 0.12349046891572119 01/12/2026 00:01:39 - INFO - __main__ - Global epoch: 4, step: 690000, train_loss = 0.021960775150370825 01/12/2026 03:53:45 - INFO - __main__ - ***** Running evaluation ***** 01/12/2026 03:53:45 - INFO - __main__ - Num examples = 109089 01/12/2026 03:53:45 - INFO - __main__ - Batch size = 32 01/12/2026 04:06:25 - INFO - __main__ - flag_eval: common 01/12/2026 04:06:25 - INFO - __main__ - Sentence Level detection: acc:0.8563, precision:0.9778, recall:0.8374, f1:0.9022 01/12/2026 04:06:25 - INFO - __main__ - Sentence Level correction: acc:0.7846, precision:0.9752, recall:0.7468, f1:0.8458 01/12/2026 04:06:27 - INFO - __main__ - flag_eval: strict 01/12/2026 04:06:27 - INFO - __main__ - Sentence Level detection: acc:0.8563, precision:0.8823, recall:0.8374, f1:0.8593 01/12/2026 04:06:27 - INFO - __main__ - Sentence Level correction: acc:0.7846, precision:0.7868, recall:0.7468, f1:0.7663 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; loss/train_loss:0.3151403277188433 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; loss/eval_loss:0.026485612435193748 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; det/eval_det_loss:0.09619355397214291 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; cor/eval_cor_loss:0.008146898087043926 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; det/eval_det_macbert_loss:0.09503797891245878 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; cor/eval_cor_macbert_loss:0.02042544682050679 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; det/train_det_loss:1.8015592281895783 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; cor/train_cor_loss:1.0385542284244325 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; det/train_det_macbert_loss:1.774365431287085 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; cor/train_cor_macbert_loss:1.2964267650486747 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; det/det_acc:0.8563283190789173 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; det/det_precision:0.8823471966210525 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; det/det_recall:0.8373997868297882 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; det/det_f1:0.8592861176330728 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; cor/cor_acc:0.7846070639569526 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; cor/cor_precision:0.7868382182399688 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; cor/cor_recall:0.7467561054729135 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; cor/cor_f1:0.7662733676107827 01/12/2026 04:06:27 - INFO - __main__ - eval---epoch:4; global_step:700000; lr/lr:8.809644611575447e-06 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, cor_acc = 0.7846070639569526 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, cor_f1 = 0.7662733676107827 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, cor_precision = 0.7868382182399688 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, cor_recall = 0.7467561054729135 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, det_acc = 0.8563283190789173 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, det_f1 = 0.8592861176330728 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, det_precision = 0.8823471966210525 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, det_recall = 0.8373997868297882 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, eval_cor_loss = 0.008146898087043926 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, eval_cor_macbert_loss = 0.02042544682050679 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, eval_det_loss = 0.09619355397214291 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, eval_det_macbert_loss = 0.09503797891245878 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, eval_loss = 0.026485612435193748 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, global_step = 700000 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, lr = 8.809644611575447e-06 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, train_cor_loss = 1.0385542284244325 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, train_cor_macbert_loss = 1.2964267650486747 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, train_det_loss = 1.8015592281895783 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, train_det_macbert_loss = 1.774365431287085 01/12/2026 04:06:28 - INFO - __main__ - Global epoch: 4, step: 700000, train_loss = 0.3151403277188433 01/12/2026 07:52:01 - INFO - __main__ - ***** Running evaluation ***** 01/12/2026 07:52:01 - INFO - __main__ - Num examples = 109089 01/12/2026 07:52:01 - INFO - __main__ - Batch size = 32 01/12/2026 08:04:38 - INFO - __main__ - flag_eval: common 01/12/2026 08:04:38 - INFO - __main__ - Sentence Level detection: acc:0.8565, precision:0.9779, recall:0.8376, f1:0.9023 01/12/2026 08:04:38 - INFO - __main__ - Sentence Level correction: acc:0.7856, precision:0.9753, recall:0.7480, f1:0.8466 01/12/2026 08:04:40 - INFO - __main__ - flag_eval: strict 01/12/2026 08:04:40 - INFO - __main__ - Sentence Level detection: acc:0.8565, precision:0.8833, recall:0.8376, f1:0.8598 01/12/2026 08:04:40 - INFO - __main__ - Sentence Level correction: acc:0.7856, precision:0.7887, recall:0.7480, f1:0.7678 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; loss/train_loss:0.016707889511208968 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; loss/eval_loss:0.026461109543577978 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; det/eval_det_loss:0.09619726914267007 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; cor/eval_cor_loss:0.008123554770599388 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; det/eval_det_macbert_loss:0.09503443052703353 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; cor/eval_cor_macbert_loss:0.020391106798838605 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; det/train_det_loss:0.09553264174759689 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; cor/train_cor_loss:0.055051417398680975 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; det/train_det_macbert_loss:0.09408888473458199 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; cor/train_cor_macbert_loss:0.06873668026317507 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; det/det_acc:0.8565208224477262 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; det/det_precision:0.8832598311689899 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; det/det_recall:0.837631493581723 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; det/det_f1:0.859840759218186 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; cor/cor_acc:0.7855879144551696 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; cor/cor_precision:0.7887291251817193 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; cor/cor_recall:0.7479841512581676 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; cor/cor_f1:0.7678164747016465 01/12/2026 08:04:40 - INFO - __main__ - eval---epoch:4; global_step:710000; lr/lr:8.42251189257182e-06 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, cor_acc = 0.7855879144551696 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, cor_f1 = 0.7678164747016465 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, cor_precision = 0.7887291251817193 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, cor_recall = 0.7479841512581676 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, det_acc = 0.8565208224477262 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, det_f1 = 0.859840759218186 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, det_precision = 0.8832598311689899 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, det_recall = 0.837631493581723 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, eval_cor_loss = 0.008123554770599388 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, eval_cor_macbert_loss = 0.020391106798838605 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, eval_det_loss = 0.09619726914267007 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, eval_det_macbert_loss = 0.09503443052703353 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, eval_loss = 0.026461109543577978 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, global_step = 710000 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, lr = 8.42251189257182e-06 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, train_cor_loss = 0.055051417398680975 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, train_cor_macbert_loss = 0.06873668026317507 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, train_det_loss = 0.09553264174759689 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, train_det_macbert_loss = 0.09408888473458199 01/12/2026 08:04:57 - INFO - __main__ - Global epoch: 4, step: 710000, train_loss = 0.016707889511208968 01/12/2026 11:57:08 - INFO - __main__ - ***** Running evaluation ***** 01/12/2026 11:57:08 - INFO - __main__ - Num examples = 109089 01/12/2026 11:57:08 - INFO - __main__ - Batch size = 32 01/12/2026 12:09:45 - INFO - __main__ - flag_eval: common 01/12/2026 12:09:45 - INFO - __main__ - Sentence Level detection: acc:0.8566, precision:0.9779, recall:0.8377, f1:0.9024 01/12/2026 12:09:45 - INFO - __main__ - Sentence Level correction: acc:0.7867, precision:0.9754, recall:0.7493, f1:0.8475 01/12/2026 12:09:46 - INFO - __main__ - flag_eval: strict 01/12/2026 12:09:46 - INFO - __main__ - Sentence Level detection: acc:0.8566, precision:0.8832, recall:0.8377, f1:0.8598 01/12/2026 12:09:46 - INFO - __main__ - Sentence Level correction: acc:0.7867, precision:0.7900, recall:0.7493, f1:0.7691 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; loss/train_loss:0.05732285819148938 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; loss/eval_loss:0.026425192040852422 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; det/eval_det_loss:0.09618428930295105 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; cor/eval_cor_loss:0.008073868564410518 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; det/eval_det_macbert_loss:0.09503414747486782 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; cor/eval_cor_macbert_loss:0.020358621755495288 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; det/train_det_loss:0.3279870527384564 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; cor/train_cor_loss:0.1888074845106922 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; det/train_det_macbert_loss:0.3230109342467459 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; cor/train_cor_macbert_loss:0.23581975470968425 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; det/det_acc:0.8566216575456738 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; det/det_precision:0.8831619317487848 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; det/det_recall:0.8377125909449001 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; det/det_f1:0.8598370890064807 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; cor/cor_acc:0.7866696000513342 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; cor/cor_precision:0.7899577399418619 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; cor/cor_recall:0.7493048797441958 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; cor/cor_f1:0.7690944764849278 01/12/2026 12:09:46 - INFO - __main__ - eval---epoch:4; global_step:720000; lr/lr:8.040729772233142e-06 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, cor_acc = 0.7866696000513342 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, cor_f1 = 0.7690944764849278 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, cor_precision = 0.7899577399418619 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, cor_recall = 0.7493048797441958 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, det_acc = 0.8566216575456738 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, det_f1 = 0.8598370890064807 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, det_precision = 0.8831619317487848 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, det_recall = 0.8377125909449001 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, eval_cor_loss = 0.008073868564410518 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, eval_cor_macbert_loss = 0.020358621755495288 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, eval_det_loss = 0.09618428930295105 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, eval_det_macbert_loss = 0.09503414747486782 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, eval_loss = 0.026425192040852422 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, global_step = 720000 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, lr = 8.040729772233142e-06 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, train_cor_loss = 0.1888074845106922 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, train_cor_macbert_loss = 0.23581975470968425 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, train_det_loss = 0.3279870527384564 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, train_det_macbert_loss = 0.3230109342467459 01/12/2026 12:10:04 - INFO - __main__ - Global epoch: 4, step: 720000, train_loss = 0.05732285819148938 01/12/2026 15:55:29 - INFO - __main__ - ***** Running evaluation ***** 01/12/2026 15:55:29 - INFO - __main__ - Num examples = 109089 01/12/2026 15:55:29 - INFO - __main__ - Batch size = 32 01/12/2026 16:08:07 - INFO - __main__ - flag_eval: common 01/12/2026 16:08:07 - INFO - __main__ - Sentence Level detection: acc:0.8575, precision:0.9769, recall:0.8397, f1:0.9031 01/12/2026 16:08:07 - INFO - __main__ - Sentence Level correction: acc:0.7866, precision:0.9742, recall:0.7502, f1:0.8477 01/12/2026 16:08:08 - INFO - __main__ - flag_eval: strict 01/12/2026 16:08:08 - INFO - __main__ - Sentence Level detection: acc:0.8575, precision:0.8824, recall:0.8397, f1:0.8606 01/12/2026 16:08:08 - INFO - __main__ - Sentence Level correction: acc:0.7866, precision:0.7883, recall:0.7502, f1:0.7688 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; loss/train_loss:0.013437497697068281 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; loss/eval_loss:0.026412344778219264 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; det/eval_det_loss:0.09619688485129003 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; cor/eval_cor_loss:0.008063555559503421 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; det/eval_det_macbert_loss:0.0950283171476349 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; cor/eval_cor_macbert_loss:0.020337512085393913 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; det/train_det_loss:0.07714819836979073 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; cor/train_cor_loss:0.04419792597691918 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; det/train_det_macbert_loss:0.07597795146584185 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; cor/train_cor_macbert_loss:0.05525037494997455 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; det/det_acc:0.8574833392917709 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; det/det_precision:0.8824417443814069 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; det/det_recall:0.8397284396867325 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; det/det_f1:0.860555403849122 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; cor/cor_acc:0.7866329327429896 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; cor/cor_precision:0.7883440064282062 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; cor/cor_recall:0.7501853654015478 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; cor/cor_f1:0.7687914801666923 01/12/2026 16:08:08 - INFO - __main__ - eval---epoch:4; global_step:730000; lr/lr:7.664608819407279e-06 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, cor_acc = 0.7866329327429896 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, cor_f1 = 0.7687914801666923 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, cor_precision = 0.7883440064282062 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, cor_recall = 0.7501853654015478 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, det_acc = 0.8574833392917709 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, det_f1 = 0.860555403849122 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, det_precision = 0.8824417443814069 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, det_recall = 0.8397284396867325 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, eval_cor_loss = 0.008063555559503421 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, eval_cor_macbert_loss = 0.020337512085393913 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, eval_det_loss = 0.09619688485129003 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, eval_det_macbert_loss = 0.0950283171476349 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, eval_loss = 0.026412344778219264 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, global_step = 730000 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, lr = 7.664608819407279e-06 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, train_cor_loss = 0.04419792597691918 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, train_cor_macbert_loss = 0.05525037494997455 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, train_det_loss = 0.07714819836979073 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, train_det_macbert_loss = 0.07597795146584185 01/12/2026 16:08:09 - INFO - __main__ - Global epoch: 4, step: 730000, train_loss = 0.013437497697068281 01/12/2026 20:00:17 - INFO - __main__ - ***** Running evaluation ***** 01/12/2026 20:00:17 - INFO - __main__ - Num examples = 109089 01/12/2026 20:00:17 - INFO - __main__ - Batch size = 32 01/12/2026 20:12:55 - INFO - __main__ - flag_eval: common 01/12/2026 20:12:55 - INFO - __main__ - Sentence Level detection: acc:0.8568, precision:0.9774, recall:0.8385, f1:0.9026 01/12/2026 20:12:55 - INFO - __main__ - Sentence Level correction: acc:0.7869, precision:0.9748, recall:0.7501, f1:0.8478 01/12/2026 20:12:56 - INFO - __main__ - flag_eval: strict 01/12/2026 20:12:56 - INFO - __main__ - Sentence Level detection: acc:0.8568, precision:0.8834, recall:0.8385, f1:0.8603 01/12/2026 20:12:56 - INFO - __main__ - Sentence Level correction: acc:0.7869, precision:0.7902, recall:0.7501, f1:0.7696 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; loss/train_loss:0.0313945186117498 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; loss/eval_loss:0.026375795555923804 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; det/eval_det_loss:0.09617706406583047 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; cor/eval_cor_loss:0.008023214764014974 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; det/eval_det_macbert_loss:0.09503217078188374 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; cor/eval_cor_macbert_loss:0.020294672443947285 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; det/train_det_loss:0.1804844008541015 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; cor/train_cor_loss:0.10319552695040932 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; det/train_det_macbert_loss:0.1777456233393995 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; cor/train_cor_macbert_loss:0.1290652230096292 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; det/det_acc:0.8568049940873965 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; det/det_precision:0.8833609999023533 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; det/det_recall:0.8384540525510913 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; det/det_f1:0.8603219134114738 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; cor/cor_acc:0.7868712702472294 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; cor/cor_precision:0.7902426520847573 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; cor/cor_recall:0.7500695120255805 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; cor/cor_f1:0.7696322008511447 01/12/2026 20:12:56 - INFO - __main__ - eval---epoch:4; global_step:740000; lr/lr:7.294454997744061e-06 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, cor_acc = 0.7868712702472294 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, cor_f1 = 0.7696322008511447 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, cor_precision = 0.7902426520847573 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, cor_recall = 0.7500695120255805 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, det_acc = 0.8568049940873965 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, det_f1 = 0.8603219134114738 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, det_precision = 0.8833609999023533 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, det_recall = 0.8384540525510913 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, eval_cor_loss = 0.008023214764014974 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, eval_cor_macbert_loss = 0.020294672443947285 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, eval_det_loss = 0.09617706406583047 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, eval_det_macbert_loss = 0.09503217078188374 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, eval_loss = 0.026375795555923804 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, global_step = 740000 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, lr = 7.294454997744061e-06 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, train_cor_loss = 0.10319552695040932 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, train_cor_macbert_loss = 0.1290652230096292 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, train_det_loss = 0.1804844008541015 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, train_det_macbert_loss = 0.1777456233393995 01/12/2026 20:13:14 - INFO - __main__ - Global epoch: 4, step: 740000, train_loss = 0.0313945186117498 01/12/2026 23:58:47 - INFO - __main__ - ***** Running evaluation ***** 01/12/2026 23:58:47 - INFO - __main__ - Num examples = 109089 01/12/2026 23:58:47 - INFO - __main__ - Batch size = 32 01/13/2026 00:11:25 - INFO - __main__ - flag_eval: common 01/13/2026 00:11:25 - INFO - __main__ - Sentence Level detection: acc:0.8592, precision:0.9782, recall:0.8408, f1:0.9043 01/13/2026 00:11:25 - INFO - __main__ - Sentence Level correction: acc:0.7889, precision:0.9756, recall:0.7520, f1:0.8493 01/13/2026 00:11:26 - INFO - __main__ - flag_eval: strict 01/13/2026 00:11:26 - INFO - __main__ - Sentence Level detection: acc:0.8592, precision:0.8856, recall:0.8408, f1:0.8626 01/13/2026 00:11:26 - INFO - __main__ - Sentence Level correction: acc:0.7889, precision:0.7921, recall:0.7520, f1:0.7715 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; loss/train_loss:0.011266853501676964 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; loss/eval_loss:0.02636439843380147 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; det/eval_det_loss:0.09618125858980692 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; cor/eval_cor_loss:0.008010643525411885 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; det/eval_det_macbert_loss:0.09502914781638234 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; cor/eval_cor_macbert_loss:0.020280220148289303 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; det/train_det_loss:0.0646763262395363 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; cor/train_cor_loss:0.03705685820640912 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; det/train_det_macbert_loss:0.06369575463477788 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; cor/train_cor_macbert_loss:0.04633021599743391 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; det/det_acc:0.8591700354756209 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; det/det_precision:0.8856428092012936 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; det/det_recall:0.8407942907456323 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; det/det_f1:0.862636023796364 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; cor/cor_acc:0.7888879722061802 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; cor/cor_precision:0.7920800536945513 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; cor/cor_recall:0.7519695073914454 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; cor/cor_f1:0.7715037946999008 01/13/2026 00:11:26 - INFO - __main__ - eval---epoch:4; global_step:750000; lr/lr:6.930569416802588e-06 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, cor_acc = 0.7888879722061802 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, cor_f1 = 0.7715037946999008 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, cor_precision = 0.7920800536945513 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, cor_recall = 0.7519695073914454 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, det_acc = 0.8591700354756209 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, det_f1 = 0.862636023796364 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, det_precision = 0.8856428092012936 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, det_recall = 0.8407942907456323 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, eval_cor_loss = 0.008010643525411885 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, eval_cor_macbert_loss = 0.020280220148289303 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, eval_det_loss = 0.09618125858980692 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, eval_det_macbert_loss = 0.09502914781638234 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, eval_loss = 0.02636439843380147 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, global_step = 750000 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, lr = 6.930569416802588e-06 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, train_cor_loss = 0.03705685820640912 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, train_cor_macbert_loss = 0.04633021599743391 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, train_det_loss = 0.0646763262395363 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, train_det_macbert_loss = 0.06369575463477788 01/13/2026 00:11:42 - INFO - __main__ - Global epoch: 4, step: 750000, train_loss = 0.011266853501676964 01/13/2026 04:03:46 - INFO - __main__ - ***** Running evaluation ***** 01/13/2026 04:03:46 - INFO - __main__ - Num examples = 109089 01/13/2026 04:03:46 - INFO - __main__ - Batch size = 32 01/13/2026 04:16:23 - INFO - __main__ - flag_eval: common 01/13/2026 04:16:23 - INFO - __main__ - Sentence Level detection: acc:0.8582, precision:0.9770, recall:0.8406, f1:0.9037 01/13/2026 04:16:23 - INFO - __main__ - Sentence Level correction: acc:0.7880, precision:0.9744, recall:0.7518, f1:0.8488 01/13/2026 04:16:25 - INFO - __main__ - flag_eval: strict 01/13/2026 04:16:25 - INFO - __main__ - Sentence Level detection: acc:0.8582, precision:0.8829, recall:0.8406, f1:0.8612 01/13/2026 04:16:25 - INFO - __main__ - Sentence Level correction: acc:0.7880, precision:0.7897, recall:0.7518, f1:0.7703 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; loss/train_loss:0.021596230961363354 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; loss/eval_loss:0.026317628706652236 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; det/eval_det_loss:0.09618471017447569 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; cor/eval_cor_loss:0.007951817893318636 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; det/eval_det_macbert_loss:0.0950239915755689 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; cor/eval_cor_macbert_loss:0.020229300164337192 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; det/train_det_loss:0.12447894473925539 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; cor/train_cor_loss:0.07090002516146482 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; det/train_det_macbert_loss:0.12258831010108821 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; cor/train_cor_macbert_loss:0.08875850910628229 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; det/det_acc:0.8582166854586621 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; det/det_precision:0.882931340813396 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; det/det_recall:0.8405625839936975 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; det/det_f1:0.8612261855302985 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; cor/cor_acc:0.7879896231517385 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; cor/cor_precision:0.7897023389393238 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; cor/cor_recall:0.751807312665091 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; cor/cor_f1:0.7702890379250994 01/13/2026 04:16:25 - INFO - __main__ - eval---epoch:4; global_step:760000; lr/lr:6.573248087107208e-06 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, cor_acc = 0.7879896231517385 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, cor_f1 = 0.7702890379250994 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, cor_precision = 0.7897023389393238 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, cor_recall = 0.751807312665091 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, det_acc = 0.8582166854586621 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, det_f1 = 0.8612261855302985 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, det_precision = 0.882931340813396 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, det_recall = 0.8405625839936975 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, eval_cor_loss = 0.007951817893318636 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, eval_cor_macbert_loss = 0.020229300164337192 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, eval_det_loss = 0.09618471017447569 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, eval_det_macbert_loss = 0.0950239915755689 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, eval_loss = 0.026317628706652236 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, global_step = 760000 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, lr = 6.573248087107208e-06 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, train_cor_loss = 0.07090002516146482 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, train_cor_macbert_loss = 0.08875850910628229 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, train_det_loss = 0.12447894473925539 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, train_det_macbert_loss = 0.12258831010108821 01/13/2026 04:16:25 - INFO - __main__ - Global epoch: 4, step: 760000, train_loss = 0.021596230961363354 01/13/2026 08:08:40 - INFO - __main__ - ***** Running evaluation ***** 01/13/2026 08:08:40 - INFO - __main__ - Num examples = 109089 01/13/2026 08:08:40 - INFO - __main__ - Batch size = 32 01/13/2026 08:21:17 - INFO - __main__ - flag_eval: common 01/13/2026 08:21:17 - INFO - __main__ - Sentence Level detection: acc:0.8586, precision:0.9775, recall:0.8407, f1:0.9039 01/13/2026 08:21:17 - INFO - __main__ - Sentence Level correction: acc:0.7884, precision:0.9749, recall:0.7520, f1:0.8490 01/13/2026 08:21:18 - INFO - __main__ - flag_eval: strict 01/13/2026 08:21:18 - INFO - __main__ - Sentence Level detection: acc:0.8586, precision:0.8840, recall:0.8407, f1:0.8618 01/13/2026 08:21:18 - INFO - __main__ - Sentence Level correction: acc:0.7884, precision:0.7908, recall:0.7520, f1:0.7709 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; loss/train_loss:0.2836622863203716 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; loss/eval_loss:0.026345705596019675 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; det/eval_det_loss:0.09618353124186986 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; cor/eval_cor_loss:0.00798739999532802 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; det/eval_det_macbert_loss:0.09502601196071474 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; cor/eval_cor_macbert_loss:0.02025963286933391 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; det/train_det_loss:1.637105852157297 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; cor/train_cor_loss:0.9308346408142686 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; det/train_det_macbert_loss:1.612298667057324 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; cor/train_cor_macbert_loss:1.1655036447342428 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; det/det_acc:0.858592525369194 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; det/det_precision:0.8840184206037864 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; det/det_recall:0.8406552666944714 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; det/det_f1:0.8617917077399968 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; cor/cor_acc:0.7884296308518732 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; cor/cor_precision:0.7907702054043517 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; cor/cor_recall:0.7519810927290421 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; cor/cor_f1:0.7708880152970937 01/13/2026 08:21:18 - INFO - __main__ - eval---epoch:4; global_step:770000; lr/lr:6.222781679351415e-06 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, cor_acc = 0.7884296308518732 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, cor_f1 = 0.7708880152970937 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, cor_precision = 0.7907702054043517 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, cor_recall = 0.7519810927290421 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, det_acc = 0.858592525369194 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, det_f1 = 0.8617917077399968 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, det_precision = 0.8840184206037864 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, det_recall = 0.8406552666944714 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, eval_cor_loss = 0.00798739999532802 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, eval_cor_macbert_loss = 0.02025963286933391 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, eval_det_loss = 0.09618353124186986 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, eval_det_macbert_loss = 0.09502601196071474 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, eval_loss = 0.026345705596019675 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, global_step = 770000 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, lr = 6.222781679351415e-06 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, train_cor_loss = 0.9308346408142686 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, train_cor_macbert_loss = 1.1655036447342428 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, train_det_loss = 1.637105852157297 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, train_det_macbert_loss = 1.612298667057324 01/13/2026 08:21:19 - INFO - __main__ - Global epoch: 4, step: 770000, train_loss = 0.2836622863203716 01/13/2026 12:06:29 - INFO - __main__ - ***** Running evaluation ***** 01/13/2026 12:06:29 - INFO - __main__ - Num examples = 109089 01/13/2026 12:06:29 - INFO - __main__ - Batch size = 32 01/13/2026 12:19:08 - INFO - __main__ - flag_eval: common 01/13/2026 12:19:08 - INFO - __main__ - Sentence Level detection: acc:0.8595, precision:0.9771, recall:0.8421, f1:0.9046 01/13/2026 12:19:08 - INFO - __main__ - Sentence Level correction: acc:0.7892, precision:0.9745, recall:0.7533, f1:0.8497 01/13/2026 12:19:09 - INFO - __main__ - flag_eval: strict 01/13/2026 12:19:09 - INFO - __main__ - Sentence Level detection: acc:0.8595, precision:0.8846, recall:0.8421, f1:0.8628 01/13/2026 12:19:09 - INFO - __main__ - Sentence Level correction: acc:0.7892, precision:0.7913, recall:0.7533, f1:0.7718 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; loss/train_loss:0.01650276277437587 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; loss/eval_loss:0.026261527734535314 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; det/eval_det_loss:0.09618029858981435 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; cor/eval_cor_loss:0.007901082757059884 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; det/eval_det_macbert_loss:0.09502101432487295 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; cor/eval_cor_macbert_loss:0.020149336961253372 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; det/train_det_loss:0.09499853757997735 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; cor/train_cor_loss:0.054207046759033095 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; det/train_det_macbert_loss:0.0935517153120073 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; cor/train_cor_macbert_loss:0.0678394946505806 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; det/det_acc:0.8594817075965496 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; det/det_precision:0.8846064913412275 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; det/det_recall:0.8421266045692571 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; det/det_f1:0.8628440176393432 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; cor/cor_acc:0.7891996443271091 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; cor/cor_precision:0.7913010672865123 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; cor/cor_recall:0.7533018212150702 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; cor/cor_f1:0.7718340287381223 01/13/2026 12:19:09 - INFO - __main__ - eval---epoch:4; global_step:780000; lr/lr:5.87945528794554e-06 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, cor_acc = 0.7891996443271091 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, cor_f1 = 0.7718340287381223 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, cor_precision = 0.7913010672865123 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, cor_recall = 0.7533018212150702 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, det_acc = 0.8594817075965496 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, det_f1 = 0.8628440176393432 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, det_precision = 0.8846064913412275 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, det_recall = 0.8421266045692571 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, eval_cor_loss = 0.007901082757059884 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, eval_cor_macbert_loss = 0.020149336961253372 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, eval_det_loss = 0.09618029858981435 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, eval_det_macbert_loss = 0.09502101432487295 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, eval_loss = 0.026261527734535314 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, global_step = 780000 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, lr = 5.87945528794554e-06 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, train_cor_loss = 0.054207046759033095 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, train_cor_macbert_loss = 0.0678394946505806 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, train_det_loss = 0.09499853757997735 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, train_det_macbert_loss = 0.0935517153120073 01/13/2026 12:19:27 - INFO - __main__ - Global epoch: 4, step: 780000, train_loss = 0.01650276277437587 01/13/2026 16:11:39 - INFO - __main__ - ***** Running evaluation ***** 01/13/2026 16:11:39 - INFO - __main__ - Num examples = 109089 01/13/2026 16:11:39 - INFO - __main__ - Batch size = 32 01/13/2026 16:24:17 - INFO - __main__ - flag_eval: common 01/13/2026 16:24:17 - INFO - __main__ - Sentence Level detection: acc:0.8598, precision:0.9782, recall:0.8415, f1:0.9047 01/13/2026 16:24:17 - INFO - __main__ - Sentence Level correction: acc:0.7905, precision:0.9758, recall:0.7540, f1:0.8507 01/13/2026 16:24:18 - INFO - __main__ - flag_eval: strict 01/13/2026 16:24:18 - INFO - __main__ - Sentence Level detection: acc:0.8598, precision:0.8860, recall:0.8415, f1:0.8632 01/13/2026 16:24:18 - INFO - __main__ - Sentence Level correction: acc:0.7905, precision:0.7938, recall:0.7540, f1:0.7734 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; loss/train_loss:0.017570248794869875 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; loss/eval_loss:0.026263337051023558 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; det/eval_det_loss:0.09618016377384102 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; cor/eval_cor_loss:0.007901094535638599 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; det/eval_det_macbert_loss:0.09502186767081996 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; cor/eval_cor_macbert_loss:0.020153455559914588 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; det/train_det_loss:0.10085645295655765 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; cor/train_cor_loss:0.057782647225299306 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; det/train_det_macbert_loss:0.0993173839982611 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; cor/train_cor_macbert_loss:0.0722596003609998 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; det/det_acc:0.8597567124091339 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; det/det_precision:0.885964163302148 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; det/det_recall:0.8414894110014366 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; det/det_f1:0.8631542671079447 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; cor/cor_acc:0.7905288342545994 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; cor/cor_precision:0.7938475049705427 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; cor/cor_recall:0.7539969414708745 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; cor/cor_f1:0.7734092300013665 01/13/2026 16:24:18 - INFO - __main__ - eval---epoch:5; global_step:790000; lr/lr:5.543548199100593e-06 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, cor_acc = 0.7905288342545994 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, cor_f1 = 0.7734092300013665 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, cor_precision = 0.7938475049705427 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, cor_recall = 0.7539969414708745 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, det_acc = 0.8597567124091339 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, det_f1 = 0.8631542671079447 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, det_precision = 0.885964163302148 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, det_recall = 0.8414894110014366 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, eval_cor_loss = 0.007901094535638599 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, eval_cor_macbert_loss = 0.020153455559914588 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, eval_det_loss = 0.09618016377384102 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, eval_det_macbert_loss = 0.09502186767081996 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, eval_loss = 0.026263337051023558 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, global_step = 790000 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, lr = 5.543548199100593e-06 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, train_cor_loss = 0.057782647225299306 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, train_cor_macbert_loss = 0.0722596003609998 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, train_det_loss = 0.10085645295655765 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, train_det_macbert_loss = 0.0993173839982611 01/13/2026 16:24:36 - INFO - __main__ - Global epoch: 5, step: 790000, train_loss = 0.017570248794869875 01/13/2026 20:10:14 - INFO - __main__ - ***** Running evaluation ***** 01/13/2026 20:10:14 - INFO - __main__ - Num examples = 109089 01/13/2026 20:10:14 - INFO - __main__ - Batch size = 32 01/13/2026 20:22:50 - INFO - __main__ - flag_eval: common 01/13/2026 20:22:50 - INFO - __main__ - Sentence Level detection: acc:0.8609, precision:0.9774, recall:0.8438, f1:0.9057 01/13/2026 20:22:50 - INFO - __main__ - Sentence Level correction: acc:0.7901, precision:0.9747, recall:0.7542, f1:0.8504 01/13/2026 20:22:51 - INFO - __main__ - flag_eval: strict 01/13/2026 20:22:51 - INFO - __main__ - Sentence Level detection: acc:0.8609, precision:0.8849, recall:0.8438, f1:0.8639 01/13/2026 20:22:51 - INFO - __main__ - Sentence Level correction: acc:0.7901, precision:0.7910, recall:0.7542, f1:0.7722 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; loss/train_loss:0.013235296297122043 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; loss/eval_loss:0.026267442475470304 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; det/eval_det_loss:0.09617352182478613 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; cor/eval_cor_loss:0.00789706692306839 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; det/eval_det_macbert_loss:0.09502349498596264 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; cor/eval_cor_macbert_loss:0.02016802797707224 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; det/train_det_loss:0.07678561488425632 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; cor/train_cor_loss:0.04333010808787671 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; det/train_det_macbert_loss:0.07561545889444882 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; cor/train_cor_macbert_loss:0.05434307550877904 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; det/det_acc:0.8609300662761599 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; det/det_precision:0.8849037118036571 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; det/det_recall:0.8437833078455906 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; det/det_f1:0.8638544428036841 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; cor/cor_acc:0.7900613260732062 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; cor/cor_precision:0.790972601907539 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; cor/cor_recall:0.7542170628852125 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; cor/cor_f1:0.7721576790553965 01/13/2026 20:22:51 - INFO - __main__ - eval---epoch:5; global_step:800000; lr/lr:5.215333663636913e-06 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, cor_acc = 0.7900613260732062 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, cor_f1 = 0.7721576790553965 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, cor_precision = 0.790972601907539 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, cor_recall = 0.7542170628852125 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, det_acc = 0.8609300662761599 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, det_f1 = 0.8638544428036841 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, det_precision = 0.8849037118036571 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, det_recall = 0.8437833078455906 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, eval_cor_loss = 0.00789706692306839 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, eval_cor_macbert_loss = 0.02016802797707224 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, eval_det_loss = 0.09617352182478613 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, eval_det_macbert_loss = 0.09502349498596264 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, eval_loss = 0.026267442475470304 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, global_step = 800000 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, lr = 5.215333663636913e-06 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, train_cor_loss = 0.04333010808787671 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, train_cor_macbert_loss = 0.05434307550877904 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, train_det_loss = 0.07678561488425632 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, train_det_macbert_loss = 0.07561545889444882 01/13/2026 20:22:52 - INFO - __main__ - Global epoch: 5, step: 800000, train_loss = 0.013235296297122043 01/14/2026 00:14:59 - INFO - __main__ - ***** Running evaluation ***** 01/14/2026 00:14:59 - INFO - __main__ - Num examples = 109089 01/14/2026 00:14:59 - INFO - __main__ - Batch size = 32 01/14/2026 00:27:36 - INFO - __main__ - flag_eval: common 01/14/2026 00:27:36 - INFO - __main__ - Sentence Level detection: acc:0.8610, precision:0.9777, recall:0.8436, f1:0.9057 01/14/2026 00:27:36 - INFO - __main__ - Sentence Level correction: acc:0.7911, precision:0.9752, recall:0.7551, f1:0.8512 01/14/2026 00:27:37 - INFO - __main__ - flag_eval: strict 01/14/2026 00:27:37 - INFO - __main__ - Sentence Level detection: acc:0.8610, precision:0.8853, recall:0.8436, f1:0.8639 01/14/2026 00:27:37 - INFO - __main__ - Sentence Level correction: acc:0.7911, precision:0.7925, recall:0.7551, f1:0.7734 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; loss/train_loss:0.030858345252358404 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; loss/eval_loss:0.02624297776944527 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; det/eval_det_loss:0.09617459404000227 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; cor/eval_cor_loss:0.007865851276634849 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; det/eval_det_macbert_loss:0.09502157643852399 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; cor/eval_cor_macbert_loss:0.020141828926708807 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; det/train_det_loss:0.17862026896128824 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; cor/train_cor_loss:0.10114095047929589 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; det/train_det_macbert_loss:0.1758986214218375 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; cor/train_cor_macbert_loss:0.12672836811113175 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; det/det_acc:0.8610217345470212 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; det/det_precision:0.8852953335116601 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; det/det_recall:0.8435516010936559 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; det/det_f1:0.8639195073622762 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; cor/cor_acc:0.7910605102255956 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; cor/cor_precision:0.7925005471390706 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; cor/cor_recall:0.7551323045553547 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; cor/cor_f1:0.7733652899229957 01/14/2026 00:27:37 - INFO - __main__ - eval---epoch:5; global_step:810000; lr/lr:4.895078674702432e-06 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, cor_acc = 0.7910605102255956 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, cor_f1 = 0.7733652899229957 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, cor_precision = 0.7925005471390706 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, cor_recall = 0.7551323045553547 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, det_acc = 0.8610217345470212 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, det_f1 = 0.8639195073622762 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, det_precision = 0.8852953335116601 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, det_recall = 0.8435516010936559 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, eval_cor_loss = 0.007865851276634849 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, eval_cor_macbert_loss = 0.020141828926708807 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, eval_det_loss = 0.09617459404000227 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, eval_det_macbert_loss = 0.09502157643852399 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, eval_loss = 0.02624297776944527 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, global_step = 810000 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, lr = 4.895078674702432e-06 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, train_cor_loss = 0.10114095047929589 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, train_cor_macbert_loss = 0.12672836811113175 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, train_det_loss = 0.17862026896128824 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, train_det_macbert_loss = 0.1758986214218375 01/14/2026 00:27:38 - INFO - __main__ - Global epoch: 5, step: 810000, train_loss = 0.030858345252358404 01/14/2026 04:13:04 - INFO - __main__ - ***** Running evaluation ***** 01/14/2026 04:13:04 - INFO - __main__ - Num examples = 109089 01/14/2026 04:13:04 - INFO - __main__ - Batch size = 32 01/14/2026 04:25:40 - INFO - __main__ - flag_eval: common 01/14/2026 04:25:40 - INFO - __main__ - Sentence Level detection: acc:0.8598, precision:0.9782, recall:0.8415, f1:0.9047 01/14/2026 04:25:40 - INFO - __main__ - Sentence Level correction: acc:0.7903, precision:0.9757, recall:0.7537, f1:0.8505 01/14/2026 04:25:42 - INFO - __main__ - flag_eval: strict 01/14/2026 04:25:42 - INFO - __main__ - Sentence Level detection: acc:0.8598, precision:0.8856, recall:0.8415, f1:0.8630 01/14/2026 04:25:42 - INFO - __main__ - Sentence Level correction: acc:0.7903, precision:0.7932, recall:0.7537, f1:0.7730 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; loss/train_loss:0.011111482737645804 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; loss/eval_loss:0.026256218102081574 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; det/eval_det_loss:0.09617293206906605 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; cor/eval_cor_loss:0.007885636580254637 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; det/eval_det_macbert_loss:0.09502222473732853 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; cor/eval_cor_macbert_loss:0.02015337622712187 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; det/train_det_loss:0.06444619390066642 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; cor/train_cor_loss:0.03638433778892997 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; det/train_det_macbert_loss:0.06346102290829018 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; cor/train_cor_macbert_loss:0.04562245826895223 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; det/det_acc:0.8597567124091339 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; det/det_precision:0.8856010729090465 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; det/det_recall:0.8415241670142268 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; det/det_f1:0.8630001900959986 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; cor/cor_acc:0.7902904967503598 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; cor/cor_precision:0.7932089734211168 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; cor/cor_recall:0.7537304787061495 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; cor/cor_f1:0.7729659728162722 01/14/2026 04:25:42 - INFO - __main__ - eval---epoch:5; global_step:820000; lr/lr:4.5830437505813675e-06 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, cor_acc = 0.7902904967503598 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, cor_f1 = 0.7729659728162722 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, cor_precision = 0.7932089734211168 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, cor_recall = 0.7537304787061495 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, det_acc = 0.8597567124091339 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, det_f1 = 0.8630001900959986 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, det_precision = 0.8856010729090465 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, det_recall = 0.8415241670142268 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, eval_cor_loss = 0.007885636580254637 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, eval_cor_macbert_loss = 0.02015337622712187 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, eval_det_loss = 0.09617293206906605 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, eval_det_macbert_loss = 0.09502222473732853 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, eval_loss = 0.026256218102081574 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, global_step = 820000 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, lr = 4.5830437505813675e-06 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, train_cor_loss = 0.03638433778892997 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, train_cor_macbert_loss = 0.04562245826895223 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, train_det_loss = 0.06444619390066642 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, train_det_macbert_loss = 0.06346102290829018 01/14/2026 04:25:42 - INFO - __main__ - Global epoch: 5, step: 820000, train_loss = 0.011111482737645804 01/14/2026 08:17:51 - INFO - __main__ - ***** Running evaluation ***** 01/14/2026 08:17:51 - INFO - __main__ - Num examples = 109089 01/14/2026 08:17:51 - INFO - __main__ - Batch size = 32 01/14/2026 08:30:28 - INFO - __main__ - flag_eval: common 01/14/2026 08:30:28 - INFO - __main__ - Sentence Level detection: acc:0.8605, precision:0.9774, recall:0.8431, f1:0.9053 01/14/2026 08:30:28 - INFO - __main__ - Sentence Level correction: acc:0.7909, precision:0.9749, recall:0.7552, f1:0.8511 01/14/2026 08:30:29 - INFO - __main__ - flag_eval: strict 01/14/2026 08:30:29 - INFO - __main__ - Sentence Level detection: acc:0.8605, precision:0.8855, recall:0.8431, f1:0.8638 01/14/2026 08:30:29 - INFO - __main__ - Sentence Level correction: acc:0.7909, precision:0.7931, recall:0.7552, f1:0.7737 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; loss/train_loss:0.021255004091643756 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; loss/eval_loss:0.026266581433757208 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; det/eval_det_loss:0.09617091538627558 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; cor/eval_cor_loss:0.007892106686945654 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; det/eval_det_macbert_loss:0.09502358773051033 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; cor/eval_cor_macbert_loss:0.020171405764187984 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; det/train_det_loss:0.12358119049575605 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; cor/train_cor_loss:0.0695194387326935 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; det/train_det_macbert_loss:0.1216944704290992 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; cor/train_cor_macbert_loss:0.08724371225616495 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; det/det_acc:0.8604717249218528 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; det/det_precision:0.8854698982819876 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; det/det_recall:0.8431229436025766 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; det/det_f1:0.8637777144756208 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; cor/cor_acc:0.7908680068567867 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; cor/cor_precision:0.7930841485374994 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; cor/cor_recall:0.7551554752305483 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; cor/cor_f1:0.7736552248017853 01/14/2026 08:30:29 - INFO - __main__ - eval---epoch:5; global_step:830000; lr/lr:4.279482722770055e-06 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, cor_acc = 0.7908680068567867 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, cor_f1 = 0.7736552248017853 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, cor_precision = 0.7930841485374994 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, cor_recall = 0.7551554752305483 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, det_acc = 0.8604717249218528 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, det_f1 = 0.8637777144756208 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, det_precision = 0.8854698982819876 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, det_recall = 0.8431229436025766 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, eval_cor_loss = 0.007892106686945654 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, eval_cor_macbert_loss = 0.020171405764187984 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, eval_det_loss = 0.09617091538627558 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, eval_det_macbert_loss = 0.09502358773051033 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, eval_loss = 0.026266581433757208 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, global_step = 830000 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, lr = 4.279482722770055e-06 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, train_cor_loss = 0.0695194387326935 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, train_cor_macbert_loss = 0.08724371225616495 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, train_det_loss = 0.12358119049575605 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, train_det_macbert_loss = 0.1216944704290992 01/14/2026 08:30:46 - INFO - __main__ - Global epoch: 5, step: 830000, train_loss = 0.021255004091643756 01/14/2026 12:22:59 - INFO - __main__ - ***** Running evaluation ***** 01/14/2026 12:22:59 - INFO - __main__ - Num examples = 109089 01/14/2026 12:22:59 - INFO - __main__ - Batch size = 32 01/14/2026 12:35:38 - INFO - __main__ - flag_eval: common 01/14/2026 12:35:38 - INFO - __main__ - Sentence Level detection: acc:0.8605, precision:0.9777, recall:0.8430, f1:0.9053 01/14/2026 12:35:38 - INFO - __main__ - Sentence Level correction: acc:0.7907, precision:0.9751, recall:0.7547, f1:0.8509 01/14/2026 12:35:39 - INFO - __main__ - flag_eval: strict 01/14/2026 12:35:39 - INFO - __main__ - Sentence Level detection: acc:0.8605, precision:0.8858, recall:0.8430, f1:0.8639 01/14/2026 12:35:39 - INFO - __main__ - Sentence Level correction: acc:0.7907, precision:0.7930, recall:0.7547, f1:0.7734 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; loss/train_loss:0.2577652722172908 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; loss/eval_loss:0.026255217361436215 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; det/eval_det_loss:0.09617140593416214 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; cor/eval_cor_loss:0.007872245665018143 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; det/eval_det_macbert_loss:0.09502661782550309 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; cor/eval_cor_macbert_loss:0.020163906551406062 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; det/train_det_loss:1.500172901587106 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; cor/train_cor_loss:0.8426866873490017 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; det/train_det_macbert_loss:1.4772670215664607 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; cor/train_cor_macbert_loss:1.0579087552166624 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; det/det_acc:0.8605175590572836 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; det/det_precision:0.8857765442017871 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; det/det_recall:0.8429839195514157 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; det/det_f1:0.8638506013225534 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; cor/cor_acc:0.7906755034879777 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; cor/cor_precision:0.793027049399849 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; cor/cor_recall:0.7547152324018722 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; cor/cor_f1:0.7733969678621885 01/14/2026 12:35:39 - INFO - __main__ - eval---epoch:5; global_step:840000; lr/lr:3.984642529492266e-06 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, cor_acc = 0.7906755034879777 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, cor_f1 = 0.7733969678621885 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, cor_precision = 0.793027049399849 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, cor_recall = 0.7547152324018722 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, det_acc = 0.8605175590572836 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, det_f1 = 0.8638506013225534 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, det_precision = 0.8857765442017871 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, det_recall = 0.8429839195514157 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, eval_cor_loss = 0.007872245665018143 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, eval_cor_macbert_loss = 0.020163906551406062 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, eval_det_loss = 0.09617140593416214 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, eval_det_macbert_loss = 0.09502661782550309 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, eval_loss = 0.026255217361436215 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, global_step = 840000 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, lr = 3.984642529492266e-06 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, train_cor_loss = 0.8426866873490017 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, train_cor_macbert_loss = 1.0579087552166624 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, train_det_loss = 1.500172901587106 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, train_det_macbert_loss = 1.4772670215664607 01/14/2026 12:35:40 - INFO - __main__ - Global epoch: 5, step: 840000, train_loss = 0.2577652722172908 01/14/2026 16:21:13 - INFO - __main__ - ***** Running evaluation ***** 01/14/2026 16:21:13 - INFO - __main__ - Num examples = 109089 01/14/2026 16:21:13 - INFO - __main__ - Batch size = 32 01/14/2026 16:33:50 - INFO - __main__ - flag_eval: common 01/14/2026 16:33:50 - INFO - __main__ - Sentence Level detection: acc:0.8616, precision:0.9783, recall:0.8438, f1:0.9061 01/14/2026 16:33:50 - INFO - __main__ - Sentence Level correction: acc:0.7922, precision:0.9759, recall:0.7561, f1:0.8521 01/14/2026 16:33:51 - INFO - __main__ - flag_eval: strict 01/14/2026 16:33:51 - INFO - __main__ - Sentence Level detection: acc:0.8616, precision:0.8869, recall:0.8438, f1:0.8648 01/14/2026 16:33:51 - INFO - __main__ - Sentence Level correction: acc:0.7922, precision:0.7948, recall:0.7561, f1:0.7750 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; loss/train_loss:0.01622706025487412 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; loss/eval_loss:0.026206017536559226 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; det/eval_det_loss:0.09616193074838957 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; cor/eval_cor_loss:0.007820921548100516 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; det/eval_det_macbert_loss:0.09501942642725517 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; cor/eval_cor_macbert_loss:0.020102407553920437 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; det/train_det_loss:0.09456259771024307 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; cor/train_cor_loss:0.053016750500355654 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; det/train_det_macbert_loss:0.0931215572933781 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; cor/train_cor_macbert_loss:0.06658778458008603 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; det/det_acc:0.861590077826362 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; det/det_precision:0.8869282478445126 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; det/det_recall:0.8437717225079939 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; det/det_f1:0.8648119122257053 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; cor/cor_acc:0.7922338640926216 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; cor/cor_precision:0.7947902966535145 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; cor/cor_recall:0.7561170582510774 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; cor/cor_f1:0.7749715018523795 01/14/2026 16:33:51 - INFO - __main__ - eval---epoch:5; global_step:850000; lr/lr:3.698763014822026e-06 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, cor_acc = 0.7922338640926216 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, cor_f1 = 0.7749715018523795 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, cor_precision = 0.7947902966535145 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, cor_recall = 0.7561170582510774 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, det_acc = 0.861590077826362 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, det_f1 = 0.8648119122257053 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, det_precision = 0.8869282478445126 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, det_recall = 0.8437717225079939 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, eval_cor_loss = 0.007820921548100516 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, eval_cor_macbert_loss = 0.020102407553920437 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, eval_det_loss = 0.09616193074838957 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, eval_det_macbert_loss = 0.09501942642725517 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, eval_loss = 0.026206017536559226 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, global_step = 850000 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, lr = 3.698763014822026e-06 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, train_cor_loss = 0.053016750500355654 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, train_cor_macbert_loss = 0.06658778458008603 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, train_det_loss = 0.09456259771024307 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, train_det_macbert_loss = 0.0931215572933781 01/14/2026 16:34:09 - INFO - __main__ - Global epoch: 5, step: 850000, train_loss = 0.01622706025487412 01/14/2026 20:26:18 - INFO - __main__ - ***** Running evaluation ***** 01/14/2026 20:26:18 - INFO - __main__ - Num examples = 109089 01/14/2026 20:26:18 - INFO - __main__ - Batch size = 32 01/14/2026 20:38:55 - INFO - __main__ - flag_eval: common 01/14/2026 20:38:55 - INFO - __main__ - Sentence Level detection: acc:0.8615, precision:0.9782, recall:0.8437, f1:0.9060 01/14/2026 20:38:55 - INFO - __main__ - Sentence Level correction: acc:0.7921, precision:0.9758, recall:0.7561, f1:0.8520 01/14/2026 20:38:56 - INFO - __main__ - flag_eval: strict 01/14/2026 20:38:56 - INFO - __main__ - Sentence Level detection: acc:0.8615, precision:0.8869, recall:0.8437, f1:0.8648 01/14/2026 20:38:56 - INFO - __main__ - Sentence Level correction: acc:0.7921, precision:0.7947, recall:0.7561, f1:0.7749 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; loss/train_loss:0.05432084243097248 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; loss/eval_loss:0.026230701163183975 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; det/eval_det_loss:0.09617385686719498 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; cor/eval_cor_loss:0.007854211288166763 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; det/eval_det_macbert_loss:0.09502427074408398 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; cor/eval_cor_macbert_loss:0.020124237394936184 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; det/train_det_loss:0.3165102150964811 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; cor/train_cor_loss:0.17748570991875082 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; det/train_det_macbert_loss:0.3116842253712722 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; cor/train_cor_macbert_loss:0.22291141929856992 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; det/det_acc:0.8615075763825867 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; det/det_precision:0.886891714160456 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; det/det_recall:0.8437369664952037 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; det/det_f1:0.8647762895411799 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; cor/cor_acc:0.7921330289946741 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; cor/cor_precision:0.7947294071800867 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; cor/cor_recall:0.7560591315630938 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; cor/cor_f1:0.7749121307115038 01/14/2026 20:38:56 - INFO - __main__ - eval---epoch:5; global_step:860000; lr/lr:3.4220767335773034e-06 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, cor_acc = 0.7921330289946741 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, cor_f1 = 0.7749121307115038 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, cor_precision = 0.7947294071800867 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, cor_recall = 0.7560591315630938 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, det_acc = 0.8615075763825867 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, det_f1 = 0.8647762895411799 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, det_precision = 0.886891714160456 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, det_recall = 0.8437369664952037 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, eval_cor_loss = 0.007854211288166763 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, eval_cor_macbert_loss = 0.020124237394936184 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, eval_det_loss = 0.09617385686719498 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, eval_det_macbert_loss = 0.09502427074408398 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, eval_loss = 0.026230701163183975 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, global_step = 860000 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, lr = 3.4220767335773034e-06 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, train_cor_loss = 0.17748570991875082 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, train_cor_macbert_loss = 0.22291141929856992 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, train_det_loss = 0.3165102150964811 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, train_det_macbert_loss = 0.3116842253712722 01/14/2026 20:38:57 - INFO - __main__ - Global epoch: 5, step: 860000, train_loss = 0.05432084243097248 01/15/2026 00:24:24 - INFO - __main__ - ***** Running evaluation ***** 01/15/2026 00:24:24 - INFO - __main__ - Num examples = 109089 01/15/2026 00:24:24 - INFO - __main__ - Batch size = 32 01/15/2026 00:37:02 - INFO - __main__ - flag_eval: common 01/15/2026 00:37:02 - INFO - __main__ - Sentence Level detection: acc:0.8620, precision:0.9782, recall:0.8444, f1:0.9064 01/15/2026 00:37:02 - INFO - __main__ - Sentence Level correction: acc:0.7929, precision:0.9757, recall:0.7571, f1:0.8526 01/15/2026 00:37:03 - INFO - __main__ - flag_eval: strict 01/15/2026 00:37:03 - INFO - __main__ - Sentence Level detection: acc:0.8620, precision:0.8866, recall:0.8444, f1:0.8650 01/15/2026 00:37:03 - INFO - __main__ - Sentence Level correction: acc:0.7929, precision:0.7950, recall:0.7571, f1:0.7755 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; loss/train_loss:0.013079553350351825 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; loss/eval_loss:0.026188737763311987 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; det/eval_det_loss:0.09616968560798955 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; cor/eval_cor_loss:0.007812846267920935 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; det/eval_det_macbert_loss:0.0950178191375956 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; cor/eval_cor_macbert_loss:0.020068739582376288 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; det/train_det_loss:0.07645503342522293 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; cor/train_cor_loss:0.04268098432677699 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; det/train_det_macbert_loss:0.07528775181738598 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; cor/train_cor_macbert_loss:0.05364255188527301 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; det/det_acc:0.8619567509098076 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; det/det_precision:0.8866207634850733 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; det/det_recall:0.8443625747254275 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; det/det_f1:0.8649758482773354 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; cor/cor_acc:0.7928847088157376 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; cor/cor_precision:0.7949563270966643 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; cor/cor_recall:0.7570670559340099 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; cor/cor_f1:0.7755491994920424 01/15/2026 00:37:03 - INFO - __main__ - eval---epoch:5; global_step:870000; lr/lr:3.1548087621433185e-06 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, cor_acc = 0.7928847088157376 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, cor_f1 = 0.7755491994920424 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, cor_precision = 0.7949563270966643 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, cor_recall = 0.7570670559340099 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, det_acc = 0.8619567509098076 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, det_f1 = 0.8649758482773354 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, det_precision = 0.8866207634850733 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, det_recall = 0.8443625747254275 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, eval_cor_loss = 0.007812846267920935 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, eval_cor_macbert_loss = 0.020068739582376288 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, eval_det_loss = 0.09616968560798955 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, eval_det_macbert_loss = 0.0950178191375956 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, eval_loss = 0.026188737763311987 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, global_step = 870000 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, lr = 3.1548087621433185e-06 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, train_cor_loss = 0.04268098432677699 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, train_cor_macbert_loss = 0.05364255188527301 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, train_det_loss = 0.07645503342522293 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, train_det_macbert_loss = 0.07528775181738598 01/15/2026 00:37:21 - INFO - __main__ - Global epoch: 5, step: 870000, train_loss = 0.013079553350351825 01/15/2026 04:29:35 - INFO - __main__ - ***** Running evaluation ***** 01/15/2026 04:29:35 - INFO - __main__ - Num examples = 109089 01/15/2026 04:29:35 - INFO - __main__ - Batch size = 32 01/15/2026 04:42:14 - INFO - __main__ - flag_eval: common 01/15/2026 04:42:14 - INFO - __main__ - Sentence Level detection: acc:0.8610, precision:0.9779, recall:0.8434, f1:0.9057 01/15/2026 04:42:14 - INFO - __main__ - Sentence Level correction: acc:0.7920, precision:0.9754, recall:0.7561, f1:0.8519 01/15/2026 04:42:15 - INFO - __main__ - flag_eval: strict 01/15/2026 04:42:15 - INFO - __main__ - Sentence Level detection: acc:0.8610, precision:0.8864, recall:0.8434, f1:0.8643 01/15/2026 04:42:15 - INFO - __main__ - Sentence Level correction: acc:0.7920, precision:0.7947, recall:0.7561, f1:0.7749 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; loss/train_loss:0.030288432280719747 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; loss/eval_loss:0.02619103100931704 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; det/eval_det_loss:0.09616594388534931 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; cor/eval_cor_loss:0.007811191964909755 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; det/eval_det_macbert_loss:0.09501751306311401 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; cor/eval_cor_macbert_loss:0.020076504058543974 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; det/train_det_loss:0.17686930828870928 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; cor/train_cor_loss:0.09886677395474117 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; det/train_det_macbert_loss:0.17416177822342147 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; cor/train_cor_macbert_loss:0.12425415292866304 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; det/det_acc:0.861003400892849 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; det/det_precision:0.8863509070985024 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; det/det_recall:0.8433662356921081 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; det/det_f1:0.8643244719375943 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; cor/cor_acc:0.7919863597612958 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; cor/cor_precision:0.7946791671739925 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; cor/cor_recall:0.7561402289262709 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; cor/cor_f1:0.7749308383695663 01/15/2026 04:42:15 - INFO - __main__ - eval---epoch:5; global_step:880000; lr/lr:2.897176515379329e-06 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, cor_acc = 0.7919863597612958 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, cor_f1 = 0.7749308383695663 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, cor_precision = 0.7946791671739925 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, cor_recall = 0.7561402289262709 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, det_acc = 0.861003400892849 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, det_f1 = 0.8643244719375943 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, det_precision = 0.8863509070985024 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, det_recall = 0.8433662356921081 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, eval_cor_loss = 0.007811191964909755 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, eval_cor_macbert_loss = 0.020076504058543974 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, eval_det_loss = 0.09616594388534931 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, eval_det_macbert_loss = 0.09501751306311401 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, eval_loss = 0.02619103100931704 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, global_step = 880000 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, lr = 2.897176515379329e-06 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, train_cor_loss = 0.09886677395474117 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, train_cor_macbert_loss = 0.12425415292866304 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, train_det_loss = 0.17686930828870928 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, train_det_macbert_loss = 0.17416177822342147 01/15/2026 04:42:16 - INFO - __main__ - Global epoch: 5, step: 880000, train_loss = 0.030288432280719747 01/15/2026 08:27:44 - INFO - __main__ - ***** Running evaluation ***** 01/15/2026 08:27:44 - INFO - __main__ - Num examples = 109089 01/15/2026 08:27:44 - INFO - __main__ - Batch size = 32 01/15/2026 08:40:23 - INFO - __main__ - flag_eval: common 01/15/2026 08:40:23 - INFO - __main__ - Sentence Level detection: acc:0.8612, precision:0.9784, recall:0.8431, f1:0.9058 01/15/2026 08:40:23 - INFO - __main__ - Sentence Level correction: acc:0.7928, precision:0.9760, recall:0.7567, f1:0.8525 01/15/2026 08:40:25 - INFO - __main__ - flag_eval: strict 01/15/2026 08:40:25 - INFO - __main__ - Sentence Level detection: acc:0.8612, precision:0.8869, recall:0.8431, f1:0.8644 01/15/2026 08:40:25 - INFO - __main__ - Sentence Level correction: acc:0.7928, precision:0.7960, recall:0.7567, f1:0.7759 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; loss/train_loss:0.010995419053153543 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; loss/eval_loss:0.02617034526682169 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; det/eval_det_loss:0.09616975868309184 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; cor/eval_cor_loss:0.0077985765262229365 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; det/eval_det_macbert_loss:0.09501816637047363 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; cor/eval_cor_macbert_loss:0.020039658789525402 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; det/train_det_loss:0.064221664976152 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; cor/train_cor_loss:0.035883932091928666 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; det/train_det_macbert_loss:0.06323655873562899 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; cor/train_cor_macbert_loss:0.04510973398250114 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; det/det_acc:0.8611684037803995 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; det/det_precision:0.8868821292775665 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; det/det_recall:0.8431113582649798 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; det/det_f1:0.8644430190292923 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; cor/cor_acc:0.7928113741990485 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; cor/cor_precision:0.7960051672028858 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; cor/cor_recall:0.7567194958061078 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; cor/cor_f1:0.7758653457819591 01/15/2026 08:40:25 - INFO - __main__ - eval---epoch:5; global_step:890000; lr/lr:2.649389569757849e-06 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, cor_acc = 0.7928113741990485 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, cor_f1 = 0.7758653457819591 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, cor_precision = 0.7960051672028858 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, cor_recall = 0.7567194958061078 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, det_acc = 0.8611684037803995 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, det_f1 = 0.8644430190292923 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, det_precision = 0.8868821292775665 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, det_recall = 0.8431113582649798 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, eval_cor_loss = 0.0077985765262229365 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, eval_cor_macbert_loss = 0.020039658789525402 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, eval_det_loss = 0.09616975868309184 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, eval_det_macbert_loss = 0.09501816637047363 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, eval_loss = 0.02617034526682169 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, global_step = 890000 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, lr = 2.649389569757849e-06 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, train_cor_loss = 0.035883932091928666 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, train_cor_macbert_loss = 0.04510973398250114 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, train_det_loss = 0.064221664976152 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, train_det_macbert_loss = 0.06323655873562899 01/15/2026 08:40:43 - INFO - __main__ - Global epoch: 5, step: 890000, train_loss = 0.010995419053153543 01/15/2026 12:32:43 - INFO - __main__ - ***** Running evaluation ***** 01/15/2026 12:32:43 - INFO - __main__ - Num examples = 109089 01/15/2026 12:32:43 - INFO - __main__ - Batch size = 32 01/15/2026 12:45:21 - INFO - __main__ - flag_eval: common 01/15/2026 12:45:21 - INFO - __main__ - Sentence Level detection: acc:0.8610, precision:0.9787, recall:0.8426, f1:0.9056 01/15/2026 12:45:21 - INFO - __main__ - Sentence Level correction: acc:0.7924, precision:0.9763, recall:0.7560, f1:0.8522 01/15/2026 12:45:22 - INFO - __main__ - flag_eval: strict 01/15/2026 12:45:22 - INFO - __main__ - Sentence Level detection: acc:0.8610, precision:0.8868, recall:0.8426, f1:0.8642 01/15/2026 12:45:22 - INFO - __main__ - Sentence Level correction: acc:0.7924, precision:0.7956, recall:0.7560, f1:0.7753 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; loss/train_loss:0.020960882519096453 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; loss/eval_loss:0.026185610787290453 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; det/eval_det_loss:0.09616279975781165 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; cor/eval_cor_loss:0.0078053244450463355 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; det/eval_det_macbert_loss:0.09502285716733566 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; cor/eval_cor_macbert_loss:0.020069230027874696 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; det/train_det_loss:0.12274524428474243 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; cor/train_cor_loss:0.06832539909994088 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; det/train_det_macbert_loss:0.12086870575452505 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; cor/train_cor_macbert_loss:0.0859627920677826 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; det/det_acc:0.8609667335845044 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; det/det_precision:0.8867837112899293 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; det/det_recall:0.8426479447611104 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; det/det_f1:0.8641526470867789 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; cor/cor_acc:0.7924263674614306 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; cor/cor_precision:0.7956230187759084 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; cor/cor_recall:0.7560243755503036 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; cor/cor_f1:0.7753184107974527 01/15/2026 12:45:22 - INFO - __main__ - eval---epoch:5; global_step:900000; lr/lr:2.411649492880189e-06 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, cor_acc = 0.7924263674614306 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, cor_f1 = 0.7753184107974527 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, cor_precision = 0.7956230187759084 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, cor_recall = 0.7560243755503036 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, det_acc = 0.8609667335845044 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, det_f1 = 0.8641526470867789 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, det_precision = 0.8867837112899293 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, det_recall = 0.8426479447611104 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, eval_cor_loss = 0.0078053244450463355 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, eval_cor_macbert_loss = 0.020069230027874696 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, eval_det_loss = 0.09616279975781165 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, eval_det_macbert_loss = 0.09502285716733566 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, eval_loss = 0.026185610787290453 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, global_step = 900000 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, lr = 2.411649492880189e-06 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, train_cor_loss = 0.06832539909994088 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, train_cor_macbert_loss = 0.0859627920677826 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, train_det_loss = 0.12274524428474243 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, train_det_macbert_loss = 0.12086870575452505 01/15/2026 12:45:23 - INFO - __main__ - Global epoch: 5, step: 900000, train_loss = 0.020960882519096453 01/15/2026 16:37:26 - INFO - __main__ - ***** Running evaluation ***** 01/15/2026 16:37:26 - INFO - __main__ - Num examples = 109089 01/15/2026 16:37:26 - INFO - __main__ - Batch size = 32 01/15/2026 16:50:02 - INFO - __main__ - flag_eval: common 01/15/2026 16:50:02 - INFO - __main__ - Sentence Level detection: acc:0.8627, precision:0.9781, recall:0.8455, f1:0.9070 01/15/2026 16:50:02 - INFO - __main__ - Sentence Level correction: acc:0.7939, precision:0.9756, recall:0.7585, f1:0.8535 01/15/2026 16:50:03 - INFO - __main__ - flag_eval: strict 01/15/2026 16:50:03 - INFO - __main__ - Sentence Level detection: acc:0.8627, precision:0.8875, recall:0.8455, f1:0.8660 01/15/2026 16:50:03 - INFO - __main__ - Sentence Level correction: acc:0.7939, precision:0.7963, recall:0.7585, f1:0.7769 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; loss/train_loss:0.23598636872018328 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; loss/eval_loss:0.026132802385318073 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; det/eval_det_loss:0.09615895341250666 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; cor/eval_cor_loss:0.007748041215601313 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; det/eval_det_macbert_loss:0.09501709713898457 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; cor/eval_cor_macbert_loss:0.020003953343571298 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; det/train_det_loss:1.3844933641128065 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; cor/train_cor_loss:0.7687161870407587 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; det/train_det_macbert_loss:1.3633160173234722 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; cor/train_cor_macbert_loss:0.9674243823994065 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; det/det_acc:0.8627450980392157 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; det/det_precision:0.887543021148771 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; det/det_recall:0.8454979378099078 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; det/det_f1:0.8660104543054294 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; cor/cor_acc:0.7939388939306438 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; cor/cor_precision:0.7962591362934316 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; cor/cor_recall:0.7585383938087956 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; cor/cor_f1:0.7769411960152601 01/15/2026 16:50:03 - INFO - __main__ - eval---epoch:5; global_step:910000; lr/lr:2.1841496795069584e-06 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, cor_acc = 0.7939388939306438 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, cor_f1 = 0.7769411960152601 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, cor_precision = 0.7962591362934316 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, cor_recall = 0.7585383938087956 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, det_acc = 0.8627450980392157 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, det_f1 = 0.8660104543054294 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, det_precision = 0.887543021148771 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, det_recall = 0.8454979378099078 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, eval_cor_loss = 0.007748041215601313 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, eval_cor_macbert_loss = 0.020003953343571298 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, eval_det_loss = 0.09615895341250666 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, eval_det_macbert_loss = 0.09501709713898457 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, eval_loss = 0.026132802385318073 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, global_step = 910000 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, lr = 2.1841496795069584e-06 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, train_cor_loss = 0.7687161870407587 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, train_cor_macbert_loss = 0.9674243823994065 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, train_det_loss = 1.3844933641128065 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, train_det_macbert_loss = 1.3633160173234722 01/15/2026 16:50:20 - INFO - __main__ - Global epoch: 5, step: 910000, train_loss = 0.23598636872018328 01/15/2026 20:35:52 - INFO - __main__ - ***** Running evaluation ***** 01/15/2026 20:35:52 - INFO - __main__ - Num examples = 109089 01/15/2026 20:35:52 - INFO - __main__ - Batch size = 32 01/15/2026 20:48:28 - INFO - __main__ - flag_eval: common 01/15/2026 20:48:28 - INFO - __main__ - Sentence Level detection: acc:0.8620, precision:0.9781, recall:0.8446, f1:0.9064 01/15/2026 20:48:28 - INFO - __main__ - Sentence Level correction: acc:0.7934, precision:0.9756, recall:0.7578, f1:0.8530 01/15/2026 20:48:30 - INFO - __main__ - flag_eval: strict 01/15/2026 20:48:30 - INFO - __main__ - Sentence Level detection: acc:0.8620, precision:0.8869, recall:0.8446, f1:0.8652 01/15/2026 20:48:30 - INFO - __main__ - Sentence Level correction: acc:0.7934, precision:0.7958, recall:0.7578, f1:0.7764 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; loss/train_loss:0.016098173087540496 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; loss/eval_loss:0.02614631437909757 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; det/eval_det_loss:0.09616161642824929 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; cor/eval_cor_loss:0.0077673353325221055 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; det/eval_det_macbert_loss:0.09501900303070233 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; cor/eval_cor_macbert_loss:0.020015645880613622 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; det/train_det_loss:0.0940610408804423 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; cor/train_cor_loss:0.05252690276394594 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; det/train_det_macbert_loss:0.0926187023632963 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; cor/train_cor_macbert_loss:0.06604182573139315 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; det/det_acc:0.8620392523535828 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; det/det_precision:0.8869058481453095 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; det/det_recall:0.8445826961397656 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; det/det_f1:0.8652270151264295 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; cor/cor_acc:0.7933980511325615 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; cor/cor_precision:0.7958076328819786 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; cor/cor_recall:0.7578316882153946 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; cor/cor_f1:0.7763555334009841 01/15/2026 20:48:30 - INFO - __main__ - eval---epoch:5; global_step:920000; lr/lr:1.9670751942369488e-06 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, cor_acc = 0.7933980511325615 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, cor_f1 = 0.7763555334009841 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, cor_precision = 0.7958076328819786 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, cor_recall = 0.7578316882153946 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, det_acc = 0.8620392523535828 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, det_f1 = 0.8652270151264295 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, det_precision = 0.8869058481453095 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, det_recall = 0.8445826961397656 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, eval_cor_loss = 0.0077673353325221055 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, eval_cor_macbert_loss = 0.020015645880613622 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, eval_det_loss = 0.09616161642824929 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, eval_det_macbert_loss = 0.09501900303070233 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, eval_loss = 0.02614631437909757 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, global_step = 920000 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, lr = 1.9670751942369488e-06 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, train_cor_loss = 0.05252690276394594 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, train_cor_macbert_loss = 0.06604182573139315 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, train_det_loss = 0.0940610408804423 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, train_det_macbert_loss = 0.0926187023632963 01/15/2026 20:48:30 - INFO - __main__ - Global epoch: 5, step: 920000, train_loss = 0.016098173087540496 01/16/2026 00:40:43 - INFO - __main__ - ***** Running evaluation ***** 01/16/2026 00:40:43 - INFO - __main__ - Num examples = 109089 01/16/2026 00:40:43 - INFO - __main__ - Batch size = 32 01/16/2026 00:53:21 - INFO - __main__ - flag_eval: common 01/16/2026 00:53:21 - INFO - __main__ - Sentence Level detection: acc:0.8620, precision:0.9783, recall:0.8443, f1:0.9064 01/16/2026 00:53:21 - INFO - __main__ - Sentence Level correction: acc:0.7935, precision:0.9758, recall:0.7578, f1:0.8531 01/16/2026 00:53:22 - INFO - __main__ - flag_eval: strict 01/16/2026 00:53:22 - INFO - __main__ - Sentence Level detection: acc:0.8620, precision:0.8873, recall:0.8443, f1:0.8653 01/16/2026 00:53:22 - INFO - __main__ - Sentence Level correction: acc:0.7935, precision:0.7964, recall:0.7578, f1:0.7766 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; loss/train_loss:0.05311171328803577 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; loss/eval_loss:0.026157928917942528 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; det/eval_det_loss:0.09616721239092761 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; cor/eval_cor_loss:0.007781110484356716 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; det/eval_det_macbert_loss:0.09501798474755464 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; cor/eval_cor_macbert_loss:0.020028391267314698 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; det/train_det_loss:0.31093298709106215 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; cor/train_cor_loss:0.17315507962279325 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; det/train_det_macbert_loss:0.3061750351377231 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; cor/train_cor_macbert_loss:0.21781843788218178 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; det/det_acc:0.8619567509098076 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; det/det_precision:0.8872615264740616 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; det/det_recall:0.8443046480374438 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; det/det_f1:0.8652502478436122 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; cor/cor_acc:0.7935447203659397 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; cor/cor_precision:0.7964011346896039 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; cor/cor_recall:0.7578432735529913 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; cor/cor_f1:0.7766439303544608 01/16/2026 00:53:22 - INFO - __main__ - eval---epoch:5; global_step:930000; lr/lr:1.7606026209623939e-06 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, cor_acc = 0.7935447203659397 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, cor_f1 = 0.7766439303544608 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, cor_precision = 0.7964011346896039 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, cor_recall = 0.7578432735529913 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, det_acc = 0.8619567509098076 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, det_f1 = 0.8652502478436122 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, det_precision = 0.8872615264740616 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, det_recall = 0.8443046480374438 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, eval_cor_loss = 0.007781110484356716 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, eval_cor_macbert_loss = 0.020028391267314698 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, eval_det_loss = 0.09616721239092761 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, eval_det_macbert_loss = 0.09501798474755464 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, eval_loss = 0.026157928917942528 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, global_step = 930000 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, lr = 1.7606026209623939e-06 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, train_cor_loss = 0.17315507962279325 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, train_cor_macbert_loss = 0.21781843788218178 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, train_det_loss = 0.31093298709106215 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, train_det_macbert_loss = 0.3061750351377231 01/16/2026 00:53:23 - INFO - __main__ - Global epoch: 5, step: 930000, train_loss = 0.05311171328803577 01/16/2026 04:38:53 - INFO - __main__ - ***** Running evaluation ***** 01/16/2026 04:38:53 - INFO - __main__ - Num examples = 109089 01/16/2026 04:38:53 - INFO - __main__ - Batch size = 32 01/16/2026 04:51:30 - INFO - __main__ - flag_eval: common 01/16/2026 04:51:30 - INFO - __main__ - Sentence Level detection: acc:0.8621, precision:0.9783, recall:0.8445, f1:0.9065 01/16/2026 04:51:30 - INFO - __main__ - Sentence Level correction: acc:0.7935, precision:0.9758, recall:0.7578, f1:0.8531 01/16/2026 04:51:31 - INFO - __main__ - flag_eval: strict 01/16/2026 04:51:31 - INFO - __main__ - Sentence Level detection: acc:0.8621, precision:0.8874, recall:0.8445, f1:0.8654 01/16/2026 04:51:31 - INFO - __main__ - Sentence Level correction: acc:0.7935, precision:0.7962, recall:0.7578, f1:0.7765 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; loss/train_loss:0.012958882980569767 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; loss/eval_loss:0.02614713708286637 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; det/eval_det_loss:0.09616188309175883 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; cor/eval_cor_loss:0.007760659229196417 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; det/eval_det_macbert_loss:0.0950184411835335 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; cor/eval_cor_macbert_loss:0.020024309878143895 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; det/train_det_loss:0.07614430078241692 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; cor/train_cor_loss:0.04217595227587933 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; det/train_det_macbert_loss:0.07497620128489939 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; cor/train_cor_macbert_loss:0.053121677530690754 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; det/det_acc:0.8621309206244443 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; det/det_precision:0.8873632058819949 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; det/det_recall:0.8445247694517818 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; det/det_f1:0.8654141809871486 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; cor/cor_acc:0.7934713857492506 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; cor/cor_precision:0.7961874155497937 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; cor/cor_recall:0.7577505908522174 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; cor/cor_f1:0.7764936336924584 01/16/2026 04:51:31 - INFO - __main__ - eval---epoch:5; global_step:940000; lr/lr:1.5648999192229936e-06 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, cor_acc = 0.7934713857492506 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, cor_f1 = 0.7764936336924584 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, cor_precision = 0.7961874155497937 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, cor_recall = 0.7577505908522174 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, det_acc = 0.8621309206244443 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, det_f1 = 0.8654141809871486 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, det_precision = 0.8873632058819949 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, det_recall = 0.8445247694517818 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, eval_cor_loss = 0.007760659229196417 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, eval_cor_macbert_loss = 0.020024309878143895 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, eval_det_loss = 0.09616188309175883 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, eval_det_macbert_loss = 0.0950184411835335 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, eval_loss = 0.02614713708286637 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, global_step = 940000 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, lr = 1.5648999192229936e-06 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, train_cor_loss = 0.04217595227587933 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, train_cor_macbert_loss = 0.053121677530690754 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, train_det_loss = 0.07614430078241692 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, train_det_macbert_loss = 0.07497620128489939 01/16/2026 04:51:32 - INFO - __main__ - Global epoch: 5, step: 940000, train_loss = 0.012958882980569767 01/16/2026 08:43:14 - INFO - __main__ - ***** Running evaluation ***** 01/16/2026 08:43:14 - INFO - __main__ - Num examples = 109089 01/16/2026 08:43:14 - INFO - __main__ - Batch size = 32 01/16/2026 08:55:51 - INFO - __main__ - flag_eval: common 01/16/2026 08:55:51 - INFO - __main__ - Sentence Level detection: acc:0.8462, precision:0.9866, recall:0.8168, f1:0.8937 01/16/2026 08:55:51 - INFO - __main__ - Sentence Level correction: acc:0.7866, precision:0.9852, recall:0.7414, f1:0.8461 01/16/2026 08:55:53 - INFO - __main__ - flag_eval: strict 01/16/2026 08:55:53 - INFO - __main__ - Sentence Level detection: acc:0.8462, precision:0.8962, recall:0.8168, f1:0.8546 01/16/2026 08:55:53 - INFO - __main__ - Sentence Level correction: acc:0.7866, precision:0.8135, recall:0.7414, f1:0.7758 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; loss/train_loss:0.007780052277459676 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; loss/eval_loss:0.026521814102429826 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; det/eval_det_loss:0.09622721367700468 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; cor/eval_cor_loss:0.008180606903659704 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; det/eval_det_macbert_loss:0.09511825404962952 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; cor/eval_cor_macbert_loss:0.020456812231728003 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; det/train_det_loss:0.09973564525015129 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; cor/train_cor_loss:0.012835729512637077 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; det/train_det_macbert_loss:0.09876148609536402 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; cor/train_cor_macbert_loss:0.02535938400274584 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; det/det_acc:0.846208141975818 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; det/det_precision:0.8962155015699884 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; det/det_recall:0.8167547152324018 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; det/det_f1:0.8546421059650016 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; cor/cor_acc:0.7865962654346451 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; cor/cor_precision:0.8135463941115899 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; cor/cor_recall:0.7414152648408174 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; cor/cor_f1:0.7758078300874657 01/16/2026 08:55:53 - INFO - __main__ - eval---epoch:6; global_step:950000; lr/lr:1.3801262875756365e-06 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, cor_acc = 0.7865962654346451 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, cor_f1 = 0.7758078300874657 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, cor_precision = 0.8135463941115899 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, cor_recall = 0.7414152648408174 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, det_acc = 0.846208141975818 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, det_f1 = 0.8546421059650016 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, det_precision = 0.8962155015699884 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, det_recall = 0.8167547152324018 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, eval_cor_loss = 0.008180606903659704 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, eval_cor_macbert_loss = 0.020456812231728003 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, eval_det_loss = 0.09622721367700468 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, eval_det_macbert_loss = 0.09511825404962952 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, eval_loss = 0.026521814102429826 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, global_step = 950000 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, lr = 1.3801262875756365e-06 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, train_cor_loss = 0.012835729512637077 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, train_cor_macbert_loss = 0.02535938400274584 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, train_det_loss = 0.09973564525015129 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, train_det_macbert_loss = 0.09876148609536402 01/16/2026 08:55:53 - INFO - __main__ - Global epoch: 6, step: 950000, train_loss = 0.007780052277459676 01/16/2026 12:40:17 - INFO - __main__ - ***** Running evaluation ***** 01/16/2026 12:40:17 - INFO - __main__ - Num examples = 109089 01/16/2026 12:40:17 - INFO - __main__ - Batch size = 32 01/16/2026 12:52:53 - INFO - __main__ - flag_eval: common 01/16/2026 12:52:53 - INFO - __main__ - Sentence Level detection: acc:0.8441, precision:0.9871, recall:0.8136, f1:0.8920 01/16/2026 12:52:53 - INFO - __main__ - Sentence Level correction: acc:0.7854, precision:0.9859, recall:0.7394, f1:0.8450 01/16/2026 12:52:54 - INFO - __main__ - flag_eval: strict 01/16/2026 12:52:54 - INFO - __main__ - Sentence Level detection: acc:0.8441, precision:0.8966, recall:0.8136, f1:0.8531 01/16/2026 12:52:54 - INFO - __main__ - Sentence Level correction: acc:0.7854, precision:0.8148, recall:0.7394, f1:0.7752 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; loss/train_loss:0.004915064800753324 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; loss/eval_loss:0.026559126229448355 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; det/eval_det_loss:0.09624573086205203 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; cor/eval_cor_loss:0.008231568433615624 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; det/eval_det_macbert_loss:0.0951284132930618 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; cor/eval_cor_macbert_loss:0.020488583389423925 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; det/train_det_loss:0.06329590938643768 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; cor/train_cor_loss:0.008047569337270268 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; det/train_det_macbert_loss:0.06268182385803152 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; cor/train_cor_macbert_loss:0.015980497861253058 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; det/det_acc:0.8441456058814363 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; det/det_precision:0.8965900241289944 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; det/det_recall:0.8136266740812828 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; det/det_f1:0.8530960551489568 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; cor/cor_acc:0.7853954110863607 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; cor/cor_precision:0.8147684765540222 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; cor/cor_recall:0.7393762454237917 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; cor/cor_f1:0.7752437061556683 01/16/2026 12:52:54 - INFO - __main__ - eval---epoch:6; global_step:960000; lr/lr:1.206432034090918e-06 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, cor_acc = 0.7853954110863607 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, cor_f1 = 0.7752437061556683 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, cor_precision = 0.8147684765540222 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, cor_recall = 0.7393762454237917 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, det_acc = 0.8441456058814363 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, det_f1 = 0.8530960551489568 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, det_precision = 0.8965900241289944 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, det_recall = 0.8136266740812828 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, eval_cor_loss = 0.008231568433615624 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, eval_cor_macbert_loss = 0.020488583389423925 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, eval_det_loss = 0.09624573086205203 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, eval_det_macbert_loss = 0.0951284132930618 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, eval_loss = 0.026559126229448355 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, global_step = 960000 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, lr = 1.206432034090918e-06 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, train_cor_loss = 0.008047569337270268 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, train_cor_macbert_loss = 0.015980497861253058 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, train_det_loss = 0.06329590938643768 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, train_det_macbert_loss = 0.06268182385803152 01/16/2026 12:52:55 - INFO - __main__ - Global epoch: 6, step: 960000, train_loss = 0.004915064800753324 01/16/2026 16:44:12 - INFO - __main__ - ***** Running evaluation ***** 01/16/2026 16:44:12 - INFO - __main__ - Num examples = 109089 01/16/2026 16:44:12 - INFO - __main__ - Batch size = 32 01/16/2026 16:56:51 - INFO - __main__ - flag_eval: common 01/16/2026 16:56:51 - INFO - __main__ - Sentence Level detection: acc:0.8434, precision:0.9872, recall:0.8126, f1:0.8914 01/16/2026 16:56:51 - INFO - __main__ - Sentence Level correction: acc:0.7854, precision:0.9859, recall:0.7393, f1:0.8450 01/16/2026 16:56:53 - INFO - __main__ - flag_eval: strict 01/16/2026 16:56:53 - INFO - __main__ - Sentence Level detection: acc:0.8434, precision:0.8966, recall:0.8126, f1:0.8525 01/16/2026 16:56:53 - INFO - __main__ - Sentence Level correction: acc:0.7854, precision:0.8157, recall:0.7393, f1:0.7756 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; loss/train_loss:0.009362431205551348 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; loss/eval_loss:0.02653135124094865 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; det/eval_det_loss:0.0962401787509879 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; cor/eval_cor_loss:0.008211753840480212 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; det/eval_det_macbert_loss:0.09513033086849566 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; cor/eval_cor_macbert_loss:0.02044368637149607 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; det/train_det_loss:0.12051256536931788 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; cor/train_cor_loss:0.015337875471035628 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; det/train_det_macbert_loss:0.11933652312576688 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; cor/train_cor_macbert_loss:0.030452811472597697 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; det/det_acc:0.8433755924062004 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; det/det_precision:0.8965667101260322 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; det/det_recall:0.8126187497103665 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; det/det_f1:0.8525311455484654 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; cor/cor_acc:0.7853862442592745 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; cor/cor_precision:0.8157067259759184 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; cor/cor_recall:0.7393299040734047 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; cor/cor_f1:0.7756426618049225 01/16/2026 16:56:53 - INFO - __main__ - eval---epoch:6; global_step:970000; lr/lr:1.0439584540818276e-06 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, cor_acc = 0.7853862442592745 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, cor_f1 = 0.7756426618049225 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, cor_precision = 0.8157067259759184 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, cor_recall = 0.7393299040734047 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, det_acc = 0.8433755924062004 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, det_f1 = 0.8525311455484654 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, det_precision = 0.8965667101260322 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, det_recall = 0.8126187497103665 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, eval_cor_loss = 0.008211753840480212 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, eval_cor_macbert_loss = 0.02044368637149607 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, eval_det_loss = 0.0962401787509879 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, eval_det_macbert_loss = 0.09513033086849566 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, eval_loss = 0.02653135124094865 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, global_step = 970000 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, lr = 1.0439584540818276e-06 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, train_cor_loss = 0.015337875471035628 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, train_cor_macbert_loss = 0.030452811472597697 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, train_det_loss = 0.12051256536931788 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, train_det_macbert_loss = 0.11933652312576688 01/16/2026 16:56:53 - INFO - __main__ - Global epoch: 6, step: 970000, train_loss = 0.009362431205551348 01/16/2026 20:48:05 - INFO - __main__ - ***** Running evaluation ***** 01/16/2026 20:48:05 - INFO - __main__ - Num examples = 109089 01/16/2026 20:48:05 - INFO - __main__ - Batch size = 32 01/16/2026 21:00:44 - INFO - __main__ - flag_eval: common 01/16/2026 21:00:44 - INFO - __main__ - Sentence Level detection: acc:0.8437, precision:0.9871, recall:0.8131, f1:0.8917 01/16/2026 21:00:44 - INFO - __main__ - Sentence Level correction: acc:0.7854, precision:0.9859, recall:0.7394, f1:0.8450 01/16/2026 21:00:45 - INFO - __main__ - flag_eval: strict 01/16/2026 21:00:45 - INFO - __main__ - Sentence Level detection: acc:0.8437, precision:0.8968, recall:0.8131, f1:0.8529 01/16/2026 21:00:45 - INFO - __main__ - Sentence Level correction: acc:0.7854, precision:0.8155, recall:0.7394, f1:0.7755 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; loss/train_loss:0.09868927217385609 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; loss/eval_loss:0.026558523926129268 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; det/eval_det_loss:0.09623866492887286 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; cor/eval_cor_loss:0.008229788301998055 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; det/eval_det_macbert_loss:0.09513522531456069 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; cor/eval_cor_macbert_loss:0.02048899109274088 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; det/train_det_loss:1.2718881810866092 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; cor/train_cor_loss:0.16136878985332156 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; det/train_det_macbert_loss:1.2595196822848278 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; cor/train_cor_macbert_loss:0.3207523534482285 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; det/det_acc:0.8437147650083876 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; det/det_precision:0.8967557276293429 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; det/det_recall:0.8130705778766393 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; det/det_f1:0.8528652241807786 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; cor/cor_acc:0.7853862442592745 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; cor/cor_precision:0.8154508631374503 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; cor/cor_recall:0.7393530747485981 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; cor/cor_f1:0.7755397169713871 01/16/2026 21:00:45 - INFO - __main__ - eval---epoch:6; global_step:980000; lr/lr:8.928377151640405e-07 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, cor_acc = 0.7853862442592745 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, cor_f1 = 0.7755397169713871 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, cor_precision = 0.8154508631374503 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, cor_recall = 0.7393530747485981 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, det_acc = 0.8437147650083876 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, det_f1 = 0.8528652241807786 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, det_precision = 0.8967557276293429 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, det_recall = 0.8130705778766393 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, eval_cor_loss = 0.008229788301998055 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, eval_cor_macbert_loss = 0.02048899109274088 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, eval_det_loss = 0.09623866492887286 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, eval_det_macbert_loss = 0.09513522531456069 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, eval_loss = 0.026558523926129268 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, global_step = 980000 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, lr = 8.928377151640405e-07 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, train_cor_loss = 0.16136878985332156 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, train_cor_macbert_loss = 0.3207523534482285 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, train_det_loss = 1.2718881810866092 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, train_det_macbert_loss = 1.2595196822848278 01/16/2026 21:00:46 - INFO - __main__ - Global epoch: 6, step: 980000, train_loss = 0.09868927217385609 01/17/2026 00:45:20 - INFO - __main__ - ***** Running evaluation ***** 01/17/2026 00:45:20 - INFO - __main__ - Num examples = 109089 01/17/2026 00:45:20 - INFO - __main__ - Batch size = 32 01/17/2026 00:58:02 - INFO - __main__ - flag_eval: common 01/17/2026 00:58:02 - INFO - __main__ - Sentence Level detection: acc:0.8446, precision:0.9869, recall:0.8144, f1:0.8924 01/17/2026 00:58:02 - INFO - __main__ - Sentence Level correction: acc:0.7862, precision:0.9857, recall:0.7406, f1:0.8457 01/17/2026 00:58:03 - INFO - __main__ - flag_eval: strict 01/17/2026 00:58:03 - INFO - __main__ - Sentence Level detection: acc:0.8446, precision:0.8966, recall:0.8144, f1:0.8536 01/17/2026 00:58:03 - INFO - __main__ - Sentence Level correction: acc:0.7862, precision:0.8154, recall:0.7406, f1:0.7762 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; loss/train_loss:0.007168555934361027 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; loss/eval_loss:0.026498371696990278 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; det/eval_det_loss:0.09623978531620993 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; cor/eval_cor_loss:0.008170121980190624 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; det/eval_det_macbert_loss:0.09512272065631527 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; cor/eval_cor_macbert_loss:0.020409131795331745 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; det/train_det_loss:0.09249587776535527 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; cor/train_cor_loss:0.011686705521024387 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; det/train_det_macbert_loss:0.09159853722099538 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; cor/train_cor_macbert_loss:0.023294804272425404 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; det/det_acc:0.844649781371174 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; det/det_precision:0.8966480446927374 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; det/det_recall:0.8144376477130544 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; det/det_f1:0.8535679160747459 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; cor/cor_acc:0.7862295923511995 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; cor/cor_precision:0.8153618530139537 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; cor/cor_recall:0.7406042912090458 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; cor/cor_f1:0.7761871805145765 01/17/2026 00:58:03 - INFO - __main__ - eval---epoch:6; global_step:990000; lr/lr:7.531927497413332e-07 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, cor_acc = 0.7862295923511995 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, cor_f1 = 0.7761871805145765 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, cor_precision = 0.8153618530139537 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, cor_recall = 0.7406042912090458 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, det_acc = 0.844649781371174 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, det_f1 = 0.8535679160747459 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, det_precision = 0.8966480446927374 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, det_recall = 0.8144376477130544 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, eval_cor_loss = 0.008170121980190624 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, eval_cor_macbert_loss = 0.020409131795331745 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, eval_det_loss = 0.09623978531620993 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, eval_det_macbert_loss = 0.09512272065631527 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, eval_loss = 0.026498371696990278 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, global_step = 990000 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, lr = 7.531927497413332e-07 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, train_cor_loss = 0.011686705521024387 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, train_cor_macbert_loss = 0.023294804272425404 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, train_det_loss = 0.09249587776535527 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, train_det_macbert_loss = 0.09159853722099538 01/17/2026 00:58:04 - INFO - __main__ - Global epoch: 6, step: 990000, train_loss = 0.007168555934361027 01/17/2026 04:49:10 - INFO - __main__ - ***** Running evaluation ***** 01/17/2026 04:49:10 - INFO - __main__ - Num examples = 109089 01/17/2026 04:49:10 - INFO - __main__ - Batch size = 32 01/17/2026 05:01:51 - INFO - __main__ - flag_eval: common 01/17/2026 05:01:51 - INFO - __main__ - Sentence Level detection: acc:0.8441, precision:0.9870, recall:0.8137, f1:0.8920 01/17/2026 05:01:51 - INFO - __main__ - Sentence Level correction: acc:0.7860, precision:0.9858, recall:0.7402, f1:0.8455 01/17/2026 05:01:52 - INFO - __main__ - flag_eval: strict 01/17/2026 05:01:52 - INFO - __main__ - Sentence Level detection: acc:0.8441, precision:0.8968, recall:0.8137, f1:0.8532 01/17/2026 05:01:52 - INFO - __main__ - Sentence Level correction: acc:0.7860, precision:0.8157, recall:0.7402, f1:0.7761 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; loss/train_loss:0.023476221778166603 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; loss/eval_loss:0.026512043188566058 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; det/eval_det_loss:0.09623463610441095 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; cor/eval_cor_loss:0.008183630192238354 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; det/eval_det_macbert_loss:0.09512293849678831 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; cor/eval_cor_macbert_loss:0.020428662011151403 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; det/train_det_loss:0.3023648914111046 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; cor/train_cor_loss:0.038387274614829714 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; det/train_det_macbert_loss:0.2994057398463134 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; cor/train_cor_macbert_loss:0.07637057640792454 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; det/det_acc:0.844127272227264 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; det/det_precision:0.8967568947906026 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; det/det_recall:0.8136846007692664 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; det/det_f1:0.853203430598411 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; cor/cor_acc:0.7859545875386152 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; cor/cor_precision:0.8157303370786517 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; cor/cor_recall:0.7401640483803698 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; cor/cor_f1:0.7761121504409727 01/17/2026 05:01:52 - INFO - __main__ - eval---epoch:6; global_step:1000000; lr/lr:6.251371550036072e-07 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, cor_acc = 0.7859545875386152 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, cor_f1 = 0.7761121504409727 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, cor_precision = 0.8157303370786517 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, cor_recall = 0.7401640483803698 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, det_acc = 0.844127272227264 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, det_f1 = 0.853203430598411 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, det_precision = 0.8967568947906026 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, det_recall = 0.8136846007692664 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, eval_cor_loss = 0.008183630192238354 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, eval_cor_macbert_loss = 0.020428662011151403 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, eval_det_loss = 0.09623463610441095 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, eval_det_macbert_loss = 0.09512293849678831 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, eval_loss = 0.026512043188566058 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, global_step = 1000000 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, lr = 6.251371550036072e-07 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, train_cor_loss = 0.038387274614829714 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, train_cor_macbert_loss = 0.07637057640792454 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, train_det_loss = 0.3023648914111046 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, train_det_macbert_loss = 0.2994057398463134 01/17/2026 05:01:53 - INFO - __main__ - Global epoch: 6, step: 1000000, train_loss = 0.023476221778166603 01/17/2026 08:46:19 - INFO - __main__ - ***** Running evaluation ***** 01/17/2026 08:46:19 - INFO - __main__ - Num examples = 109089 01/17/2026 08:46:19 - INFO - __main__ - Batch size = 32 01/17/2026 08:58:58 - INFO - __main__ - flag_eval: common 01/17/2026 08:58:58 - INFO - __main__ - Sentence Level detection: acc:0.8453, precision:0.9870, recall:0.8153, f1:0.8930 01/17/2026 08:58:58 - INFO - __main__ - Sentence Level correction: acc:0.7868, precision:0.9857, recall:0.7413, f1:0.8462 01/17/2026 08:58:59 - INFO - __main__ - flag_eval: strict 01/17/2026 08:58:59 - INFO - __main__ - Sentence Level detection: acc:0.8453, precision:0.8974, recall:0.8153, f1:0.8544 01/17/2026 08:58:59 - INFO - __main__ - Sentence Level correction: acc:0.7868, precision:0.8159, recall:0.7413, f1:0.7768 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; loss/train_loss:0.005795448835953609 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; loss/eval_loss:0.026491381182646306 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; det/eval_det_loss:0.09623292414403248 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; cor/eval_cor_loss:0.008154157919489294 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; det/eval_det_macbert_loss:0.09512024973930064 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; cor/eval_cor_macbert_loss:0.02041029438487825 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; det/train_det_loss:0.07500936059357038 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; cor/train_cor_loss:0.009399324952605856 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; det/train_det_macbert_loss:0.07428136229915568 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; cor/train_cor_macbert_loss:0.018800652362285307 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; det/det_acc:0.8453372934026345 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; det/det_precision:0.8973757364004998 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; det/det_recall:0.8153065480328097 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; det/det_f1:0.8543748254804598 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; cor/cor_acc:0.7867796019763679 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; cor/cor_precision:0.8159190023207773 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; cor/cor_recall:0.7412994114648501 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; cor/cor_f1:0.7768213769743472 01/17/2026 08:58:59 - INFO - __main__ - eval---epoch:6; global_step:1010000; lr/lr:5.087751005187907e-07 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, cor_acc = 0.7867796019763679 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, cor_f1 = 0.7768213769743472 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, cor_precision = 0.8159190023207773 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, cor_recall = 0.7412994114648501 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, det_acc = 0.8453372934026345 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, det_f1 = 0.8543748254804598 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, det_precision = 0.8973757364004998 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, det_recall = 0.8153065480328097 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, eval_cor_loss = 0.008154157919489294 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, eval_cor_macbert_loss = 0.02041029438487825 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, eval_det_loss = 0.09623292414403248 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, eval_det_macbert_loss = 0.09512024973930064 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, eval_loss = 0.026491381182646306 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, global_step = 1010000 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, lr = 5.087751005187907e-07 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, train_cor_loss = 0.009399324952605856 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, train_cor_macbert_loss = 0.018800652362285307 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, train_det_loss = 0.07500936059357038 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, train_det_macbert_loss = 0.07428136229915568 01/17/2026 08:59:00 - INFO - __main__ - Global epoch: 6, step: 1010000, train_loss = 0.005795448835953609 01/17/2026 12:49:57 - INFO - __main__ - ***** Running evaluation ***** 01/17/2026 12:49:57 - INFO - __main__ - Num examples = 109089 01/17/2026 12:49:57 - INFO - __main__ - Batch size = 32 01/17/2026 13:02:34 - INFO - __main__ - flag_eval: common 01/17/2026 13:02:34 - INFO - __main__ - Sentence Level detection: acc:0.8449, precision:0.9870, recall:0.8147, f1:0.8926 01/17/2026 13:02:34 - INFO - __main__ - Sentence Level correction: acc:0.7865, precision:0.9858, recall:0.7408, f1:0.8459 01/17/2026 13:02:35 - INFO - __main__ - flag_eval: strict 01/17/2026 13:02:35 - INFO - __main__ - Sentence Level detection: acc:0.8449, precision:0.8974, recall:0.8147, f1:0.8540 01/17/2026 13:02:35 - INFO - __main__ - Sentence Level correction: acc:0.7865, precision:0.8160, recall:0.7408, f1:0.7766 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; loss/train_loss:0.013339256883301938 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; loss/eval_loss:0.026492038453928852 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; det/eval_det_loss:0.0962292164153488 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; cor/eval_cor_loss:0.00815650485818785 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; det/eval_det_macbert_loss:0.09512025649309577 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; cor/eval_cor_macbert_loss:0.020410147149905418 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; det/train_det_loss:0.1716420802076744 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; cor/train_cor_loss:0.02185788431452126 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; det/train_det_macbert_loss:0.1699639443757049 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; cor/train_cor_macbert_loss:0.04340464259475708 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; det/det_acc:0.8449247861837582 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; det/det_precision:0.8973547539142751 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; det/det_recall:0.8147156958153761 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; det/det_f1:0.854040793524529 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; cor/cor_acc:0.786458763028353 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; cor/cor_precision:0.8159684561103526 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; cor/cor_recall:0.7408244126233838 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; cor/cor_f1:0.7765828895514413 01/17/2026 13:02:35 - INFO - __main__ - eval---epoch:6; global_step:1020000; lr/lr:4.0420124349389463e-07 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, cor_acc = 0.786458763028353 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, cor_f1 = 0.7765828895514413 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, cor_precision = 0.8159684561103526 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, cor_recall = 0.7408244126233838 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, det_acc = 0.8449247861837582 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, det_f1 = 0.854040793524529 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, det_precision = 0.8973547539142751 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, det_recall = 0.8147156958153761 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, eval_cor_loss = 0.00815650485818785 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, eval_cor_macbert_loss = 0.020410147149905418 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, eval_det_loss = 0.0962292164153488 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, eval_det_macbert_loss = 0.09512025649309577 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, eval_loss = 0.026492038453928852 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, global_step = 1020000 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, lr = 4.0420124349389463e-07 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, train_cor_loss = 0.02185788431452126 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, train_cor_macbert_loss = 0.04340464259475708 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, train_det_loss = 0.1716420802076744 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, train_det_macbert_loss = 0.1699639443757049 01/17/2026 13:02:36 - INFO - __main__ - Global epoch: 6, step: 1020000, train_loss = 0.013339256883301938 01/17/2026 16:47:05 - INFO - __main__ - ***** Running evaluation ***** 01/17/2026 16:47:05 - INFO - __main__ - Num examples = 109089 01/17/2026 16:47:05 - INFO - __main__ - Batch size = 32 01/17/2026 16:59:41 - INFO - __main__ - flag_eval: common 01/17/2026 16:59:41 - INFO - __main__ - Sentence Level detection: acc:0.8440, precision:0.9874, recall:0.8132, f1:0.8919 01/17/2026 16:59:41 - INFO - __main__ - Sentence Level correction: acc:0.7861, precision:0.9862, recall:0.7400, f1:0.8455 01/17/2026 16:59:42 - INFO - __main__ - flag_eval: strict 01/17/2026 16:59:42 - INFO - __main__ - Sentence Level detection: acc:0.8440, precision:0.8974, recall:0.8132, f1:0.8532 01/17/2026 16:59:42 - INFO - __main__ - Sentence Level correction: acc:0.7861, precision:0.8167, recall:0.7400, f1:0.7764 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; loss/train_loss:0.00487195653897615 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; loss/eval_loss:0.026519885623614063 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; det/eval_det_loss:0.09623835846777362 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; cor/eval_cor_loss:0.008191429285658974 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; det/eval_det_macbert_loss:0.09512596297818032 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; cor/eval_cor_macbert_loss:0.020438125041676334 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; det/train_det_loss:0.06305696146493367 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; cor/train_cor_loss:0.0078990928953703 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; det/train_det_macbert_loss:0.06244534849626447 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; cor/train_cor_macbert_loss:0.01580714772340348 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; det/det_acc:0.8439714361667996 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; det/det_precision:0.8974185216913222 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; det/det_recall:0.8131516752398165 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; det/det_f1:0.8532095036073106 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; cor/cor_acc:0.7860829231178212 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; cor/cor_precision:0.8166754037155899 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; cor/cor_recall:0.7399902683164188 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; cor/cor_f1:0.7764439879168769 01/17/2026 16:59:42 - INFO - __main__ - eval---epoch:6; global_step:1030000; lr/lr:3.115006517740654e-07 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, cor_acc = 0.7860829231178212 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, cor_f1 = 0.7764439879168769 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, cor_precision = 0.8166754037155899 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, cor_recall = 0.7399902683164188 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, det_acc = 0.8439714361667996 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, det_f1 = 0.8532095036073106 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, det_precision = 0.8974185216913222 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, det_recall = 0.8131516752398165 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, eval_cor_loss = 0.008191429285658974 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, eval_cor_macbert_loss = 0.020438125041676334 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, eval_det_loss = 0.09623835846777362 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, eval_det_macbert_loss = 0.09512596297818032 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, eval_loss = 0.026519885623614063 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, global_step = 1030000 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, lr = 3.115006517740654e-07 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, train_cor_loss = 0.0078990928953703 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, train_cor_macbert_loss = 0.01580714772340348 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, train_det_loss = 0.06305696146493367 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, train_det_macbert_loss = 0.06244534849626447 01/17/2026 16:59:43 - INFO - __main__ - Global epoch: 6, step: 1030000, train_loss = 0.00487195653897615 01/17/2026 20:50:56 - INFO - __main__ - ***** Running evaluation ***** 01/17/2026 20:50:56 - INFO - __main__ - Num examples = 109089 01/17/2026 20:50:56 - INFO - __main__ - Batch size = 32 01/17/2026 21:03:34 - INFO - __main__ - flag_eval: common 01/17/2026 21:03:34 - INFO - __main__ - Sentence Level detection: acc:0.8443, precision:0.9874, recall:0.8136, f1:0.8921 01/17/2026 21:03:34 - INFO - __main__ - Sentence Level correction: acc:0.7864, precision:0.9862, recall:0.7405, f1:0.8458 01/17/2026 21:03:36 - INFO - __main__ - flag_eval: strict 01/17/2026 21:03:36 - INFO - __main__ - Sentence Level detection: acc:0.8443, precision:0.8974, recall:0.8136, f1:0.8534 01/17/2026 21:03:36 - INFO - __main__ - Sentence Level correction: acc:0.7864, precision:0.8168, recall:0.7405, f1:0.7767 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; loss/train_loss:0.00927418518260346 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; loss/eval_loss:0.026502920249141197 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; det/eval_det_loss:0.09623875806659102 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; cor/eval_cor_loss:0.008171234279410241 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; det/eval_det_macbert_loss:0.0951273181319796 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; cor/eval_cor_macbert_loss:0.020418091901291048 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; det/train_det_loss:0.11973937131992948 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; cor/train_cor_loss:0.015098347795526972 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; det/train_det_macbert_loss:0.11857313036519519 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; cor/train_cor_macbert_loss:0.030132950755753563 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; det/det_acc:0.8442739414606423 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; det/det_precision:0.8974083729489342 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; det/det_recall:0.813568747393299 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; det/det_f1:0.8534344465509697 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; cor/cor_acc:0.7864312625470946 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; cor/cor_precision:0.8167714563206052 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; cor/cor_recall:0.740465267157885 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; cor/cor_f1:0.7767488211559963 01/17/2026 21:03:36 - INFO - __main__ - eval---epoch:6; global_step:1040000; lr/lr:2.3074873464232926e-07 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, cor_acc = 0.7864312625470946 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, cor_f1 = 0.7767488211559963 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, cor_precision = 0.8167714563206052 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, cor_recall = 0.740465267157885 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, det_acc = 0.8442739414606423 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, det_f1 = 0.8534344465509697 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, det_precision = 0.8974083729489342 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, det_recall = 0.813568747393299 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, eval_cor_loss = 0.008171234279410241 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, eval_cor_macbert_loss = 0.020418091901291048 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, eval_det_loss = 0.09623875806659102 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, eval_det_macbert_loss = 0.0951273181319796 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, eval_loss = 0.026502920249141197 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, global_step = 1040000 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, lr = 2.3074873464232926e-07 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, train_cor_loss = 0.015098347795526972 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, train_cor_macbert_loss = 0.030132950755753563 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, train_det_loss = 0.11973937131992948 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, train_det_macbert_loss = 0.11857313036519519 01/17/2026 21:03:37 - INFO - __main__ - Global epoch: 6, step: 1040000, train_loss = 0.00927418518260346 01/18/2026 00:54:51 - INFO - __main__ - ***** Running evaluation ***** 01/18/2026 00:54:51 - INFO - __main__ - Num examples = 109089 01/18/2026 00:54:51 - INFO - __main__ - Batch size = 32 01/18/2026 01:07:28 - INFO - __main__ - flag_eval: common 01/18/2026 01:07:28 - INFO - __main__ - Sentence Level detection: acc:0.8443, precision:0.9874, recall:0.8136, f1:0.8921 01/18/2026 01:07:28 - INFO - __main__ - Sentence Level correction: acc:0.7862, precision:0.9861, recall:0.7402, f1:0.8457 01/18/2026 01:07:29 - INFO - __main__ - flag_eval: strict 01/18/2026 01:07:29 - INFO - __main__ - Sentence Level detection: acc:0.8443, precision:0.8973, recall:0.8136, f1:0.8534 01/18/2026 01:07:29 - INFO - __main__ - Sentence Level correction: acc:0.7862, precision:0.8164, recall:0.7402, f1:0.7765 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; loss/train_loss:0.0917053719108736 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; loss/eval_loss:0.026512217277901783 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; det/eval_det_loss:0.0962393970800194 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; cor/eval_cor_loss:0.0081854749156993 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; det/eval_det_macbert_loss:0.09512693335132073 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; cor/eval_cor_macbert_loss:0.020425681790926176 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; det/train_det_loss:1.187359798666485 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; cor/train_cor_loss:0.14859210272881201 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; det/train_det_macbert_loss:1.175837921031475 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; cor/train_cor_macbert_loss:0.29748235986321536 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; det/det_acc:0.844319775596073 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; det/det_precision:0.8973372856668285 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; det/det_recall:0.8136498447564762 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; det/det_f1:0.853446914000316 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; cor/cor_acc:0.7862387591782857 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; cor/cor_precision:0.816382592696701 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; cor/cor_recall:0.7402451457435469 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; cor/cor_f1:0.7764518598631686 01/18/2026 01:07:29 - INFO - __main__ - eval---epoch:6; global_step:1050000; lr/lr:1.6201118147629534e-07 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, cor_acc = 0.7862387591782857 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, cor_f1 = 0.7764518598631686 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, cor_precision = 0.816382592696701 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, cor_recall = 0.7402451457435469 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, det_acc = 0.844319775596073 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, det_f1 = 0.853446914000316 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, det_precision = 0.8973372856668285 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, det_recall = 0.8136498447564762 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, eval_cor_loss = 0.0081854749156993 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, eval_cor_macbert_loss = 0.020425681790926176 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, eval_det_loss = 0.0962393970800194 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, eval_det_macbert_loss = 0.09512693335132073 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, eval_loss = 0.026512217277901783 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, global_step = 1050000 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, lr = 1.6201118147629534e-07 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, train_cor_loss = 0.14859210272881201 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, train_cor_macbert_loss = 0.29748235986321536 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, train_det_loss = 1.187359798666485 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, train_det_macbert_loss = 1.175837921031475 01/18/2026 01:07:30 - INFO - __main__ - Global epoch: 6, step: 1050000, train_loss = 0.0917053719108736 01/18/2026 04:52:07 - INFO - __main__ - ***** Running evaluation ***** 01/18/2026 04:52:07 - INFO - __main__ - Num examples = 109089 01/18/2026 04:52:07 - INFO - __main__ - Batch size = 32 01/18/2026 05:04:44 - INFO - __main__ - flag_eval: common 01/18/2026 05:04:44 - INFO - __main__ - Sentence Level detection: acc:0.8446, precision:0.9872, recall:0.8141, f1:0.8924 01/18/2026 05:04:44 - INFO - __main__ - Sentence Level correction: acc:0.7863, precision:0.9860, recall:0.7404, f1:0.8457 01/18/2026 05:04:45 - INFO - __main__ - flag_eval: strict 01/18/2026 05:04:45 - INFO - __main__ - Sentence Level detection: acc:0.8446, precision:0.8972, recall:0.8141, f1:0.8537 01/18/2026 05:04:45 - INFO - __main__ - Sentence Level correction: acc:0.7863, precision:0.8160, recall:0.7404, f1:0.7764 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; loss/train_loss:0.007130948719465584 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; loss/eval_loss:0.026495700940703828 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; det/eval_det_loss:0.0962360122819095 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; cor/eval_cor_loss:0.008163161160260463 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; det/eval_det_macbert_loss:0.09512341542131773 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; cor/eval_cor_macbert_loss:0.020410351760191795 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; det/train_det_loss:0.09199931429590734 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; cor/train_cor_loss:0.01162435864973033 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; det/train_det_macbert_loss:0.09110507620331125 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; cor/train_cor_macbert_loss:0.02317791109628187 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; det/det_acc:0.8445947804086571 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; det/det_precision:0.8972204844043257 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; det/det_recall:0.8141364289355392 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; det/det_f1:0.8536616476047595 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; cor/cor_acc:0.7862845933137164 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; cor/cor_precision:0.8160055156212096 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; cor/cor_recall:0.7404420964826915 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; cor/cor_f1:0.7763895553301465 01/18/2026 05:04:45 - INFO - __main__ - eval---epoch:6; global_step:1060000; lr/lr:1.0534390831171858e-07 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, cor_acc = 0.7862845933137164 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, cor_f1 = 0.7763895553301465 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, cor_precision = 0.8160055156212096 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, cor_recall = 0.7404420964826915 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, det_acc = 0.8445947804086571 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, det_f1 = 0.8536616476047595 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, det_precision = 0.8972204844043257 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, det_recall = 0.8141364289355392 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, eval_cor_loss = 0.008163161160260463 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, eval_cor_macbert_loss = 0.020410351760191795 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, eval_det_loss = 0.0962360122819095 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, eval_det_macbert_loss = 0.09512341542131773 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, eval_loss = 0.026495700940703828 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, global_step = 1060000 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, lr = 1.0534390831171858e-07 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, train_cor_loss = 0.01162435864973033 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, train_cor_macbert_loss = 0.02317791109628187 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, train_det_loss = 0.09199931429590734 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, train_det_macbert_loss = 0.09110507620331125 01/18/2026 05:04:46 - INFO - __main__ - Global epoch: 6, step: 1060000, train_loss = 0.007130948719465584 01/18/2026 08:56:00 - INFO - __main__ - ***** Running evaluation ***** 01/18/2026 08:56:00 - INFO - __main__ - Num examples = 109089 01/18/2026 08:56:00 - INFO - __main__ - Batch size = 32 01/18/2026 09:08:38 - INFO - __main__ - flag_eval: common 01/18/2026 09:08:38 - INFO - __main__ - Sentence Level detection: acc:0.8441, precision:0.9873, recall:0.8134, f1:0.8920 01/18/2026 09:08:38 - INFO - __main__ - Sentence Level correction: acc:0.7860, precision:0.9861, recall:0.7400, f1:0.8455 01/18/2026 09:08:39 - INFO - __main__ - flag_eval: strict 01/18/2026 09:08:39 - INFO - __main__ - Sentence Level detection: acc:0.8441, precision:0.8974, recall:0.8134, f1:0.8533 01/18/2026 09:08:39 - INFO - __main__ - Sentence Level correction: acc:0.7860, precision:0.8164, recall:0.7400, f1:0.7763 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; loss/train_loss:0.022938696882152214 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; loss/eval_loss:0.026503119202141222 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; det/eval_det_loss:0.0962370541749445 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; cor/eval_cor_loss:0.008171480828384566 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; det/eval_det_macbert_loss:0.0951263673037806 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; cor/eval_cor_macbert_loss:0.02041878196053432 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; det/train_det_loss:0.29724236511603824 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; cor/train_cor_loss:0.037103760130566925 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; det/train_det_macbert_loss:0.29437629726262626 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; cor/train_cor_macbert_loss:0.07438655707886985 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; det/det_acc:0.8440997717460056 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; det/det_precision:0.8973556063956237 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; det/det_recall:0.8134065526669447 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; det/det_f1:0.853321341541229 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; cor/cor_acc:0.7860187553282183 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; cor/cor_precision:0.8163750463312074 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; cor/cor_recall:0.7400018536540155 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; cor/cor_f1:0.7763145900812484 01/18/2026 09:08:39 - INFO - __main__ - eval---epoch:6; global_step:1070000; lr/lr:6.079301235640655e-08 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, cor_acc = 0.7860187553282183 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, cor_f1 = 0.7763145900812484 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, cor_precision = 0.8163750463312074 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, cor_recall = 0.7400018536540155 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, det_acc = 0.8440997717460056 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, det_f1 = 0.853321341541229 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, det_precision = 0.8973556063956237 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, det_recall = 0.8134065526669447 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, eval_cor_loss = 0.008171480828384566 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, eval_cor_macbert_loss = 0.02041878196053432 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, eval_det_loss = 0.0962370541749445 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, eval_det_macbert_loss = 0.0951263673037806 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, eval_loss = 0.026503119202141222 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, global_step = 1070000 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, lr = 6.079301235640655e-08 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, train_cor_loss = 0.037103760130566925 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, train_cor_macbert_loss = 0.07438655707886985 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, train_det_loss = 0.29724236511603824 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, train_det_macbert_loss = 0.29437629726262626 01/18/2026 09:08:40 - INFO - __main__ - Global epoch: 6, step: 1070000, train_loss = 0.022938696882152214 01/18/2026 12:53:12 - INFO - __main__ - ***** Running evaluation ***** 01/18/2026 12:53:12 - INFO - __main__ - Num examples = 109089 01/18/2026 12:53:12 - INFO - __main__ - Batch size = 32 01/18/2026 13:05:51 - INFO - __main__ - flag_eval: common 01/18/2026 13:05:51 - INFO - __main__ - Sentence Level detection: acc:0.8444, precision:0.9874, recall:0.8138, f1:0.8922 01/18/2026 13:05:51 - INFO - __main__ - Sentence Level correction: acc:0.7863, precision:0.9862, recall:0.7403, f1:0.8457 01/18/2026 13:05:52 - INFO - __main__ - flag_eval: strict 01/18/2026 13:05:52 - INFO - __main__ - Sentence Level detection: acc:0.8444, precision:0.8976, recall:0.8138, f1:0.8536 01/18/2026 13:05:52 - INFO - __main__ - Sentence Level correction: acc:0.7863, precision:0.8166, recall:0.7403, f1:0.7766 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; loss/train_loss:0.0057866664594622775 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; loss/eval_loss:0.02649859641576243 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; det/eval_det_loss:0.09623564552156431 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; cor/eval_cor_loss:0.008165718184076074 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; det/eval_det_macbert_loss:0.09512479328508078 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; cor/eval_cor_macbert_loss:0.0204144291226416 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; det/train_det_loss:0.0746937931742648 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; cor/train_cor_loss:0.009424228153572403 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; det/train_det_macbert_loss:0.07396660021605082 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; cor/train_cor_macbert_loss:0.018804326139165745 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; det/det_acc:0.8444206106940205 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; det/det_precision:0.8976013699155304 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; det/det_recall:0.8137541127948469 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; det/det_f1:0.8536237079887465 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; cor/cor_acc:0.7862937601408024 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; cor/cor_precision:0.8165693328051321 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; cor/cor_recall:0.7402914870939339 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; cor/cor_f1:0.7765618069016644 01/18/2026 13:05:52 - INFO - __main__ - eval---epoch:6; global_step:1080000; lr/lr:2.8394734491458685e-08 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, cor_acc = 0.7862937601408024 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, cor_f1 = 0.7765618069016644 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, cor_precision = 0.8165693328051321 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, cor_recall = 0.7402914870939339 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, det_acc = 0.8444206106940205 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, det_f1 = 0.8536237079887465 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, det_precision = 0.8976013699155304 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, det_recall = 0.8137541127948469 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, eval_cor_loss = 0.008165718184076074 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, eval_cor_macbert_loss = 0.0204144291226416 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, eval_det_loss = 0.09623564552156431 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, eval_det_macbert_loss = 0.09512479328508078 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, eval_loss = 0.02649859641576243 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, global_step = 1080000 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, lr = 2.8394734491458685e-08 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, train_cor_loss = 0.009424228153572403 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, train_cor_macbert_loss = 0.018804326139165745 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, train_det_loss = 0.0746937931742648 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, train_det_macbert_loss = 0.07396660021605082 01/18/2026 13:05:53 - INFO - __main__ - Global epoch: 6, step: 1080000, train_loss = 0.0057866664594622775 01/18/2026 16:57:10 - INFO - __main__ - ***** Running evaluation ***** 01/18/2026 16:57:10 - INFO - __main__ - Num examples = 109089 01/18/2026 16:57:10 - INFO - __main__ - Batch size = 32 01/18/2026 17:09:48 - INFO - __main__ - flag_eval: common 01/18/2026 17:09:48 - INFO - __main__ - Sentence Level detection: acc:0.8443, precision:0.9874, recall:0.8135, f1:0.8921 01/18/2026 17:09:48 - INFO - __main__ - Sentence Level correction: acc:0.7862, precision:0.9862, recall:0.7402, f1:0.8457 01/18/2026 17:09:49 - INFO - __main__ - flag_eval: strict 01/18/2026 17:09:49 - INFO - __main__ - Sentence Level detection: acc:0.8443, precision:0.8976, recall:0.8135, f1:0.8535 01/18/2026 17:09:49 - INFO - __main__ - Sentence Level correction: acc:0.7862, precision:0.8167, recall:0.7402, f1:0.7766 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; loss/train_loss:0.013096162320486656 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; loss/eval_loss:0.02650282316060578 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; det/eval_det_loss:0.09623652949549173 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; cor/eval_cor_loss:0.008171077306437374 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; det/eval_det_macbert_loss:0.09512572960092049 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; cor/eval_cor_macbert_loss:0.02041869409566915 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; det/train_det_loss:0.16990078759215754 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; cor/train_cor_loss:0.021146108049744337 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; det/train_det_macbert_loss:0.16826516397561125 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; cor/train_cor_macbert_loss:0.042435541787029865 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; det/det_acc:0.8442556078064699 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; det/det_precision:0.8975738828101033 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; det/det_recall:0.8135108207053153 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; det/det_f1:0.853477404769429 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; cor/cor_acc:0.7862387591782857 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; cor/cor_precision:0.8166734839963187 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; cor/cor_recall:0.7401872190555633 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; cor/cor_f1:0.7765515229598657 01/18/2026 17:09:49 - INFO - __main__ - eval---epoch:6; global_step:1090000; lr/lr:8.175429790338585e-09 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, cor_acc = 0.7862387591782857 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, cor_f1 = 0.7765515229598657 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, cor_precision = 0.8166734839963187 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, cor_recall = 0.7401872190555633 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, det_acc = 0.8442556078064699 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, det_f1 = 0.853477404769429 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, det_precision = 0.8975738828101033 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, det_recall = 0.8135108207053153 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, eval_cor_loss = 0.008171077306437374 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, eval_cor_macbert_loss = 0.02041869409566915 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, eval_det_loss = 0.09623652949549173 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, eval_det_macbert_loss = 0.09512572960092049 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, eval_loss = 0.02650282316060578 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, global_step = 1090000 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, lr = 8.175429790338585e-09 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, train_cor_loss = 0.021146108049744337 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, train_cor_macbert_loss = 0.042435541787029865 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, train_det_loss = 0.16990078759215754 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, train_det_macbert_loss = 0.16826516397561125 01/18/2026 17:09:50 - INFO - __main__ - Global epoch: 6, step: 1090000, train_loss = 0.013096162320486656 01/18/2026 20:54:10 - INFO - __main__ - ***** Running evaluation ***** 01/18/2026 20:54:10 - INFO - __main__ - Num examples = 109089 01/18/2026 20:54:10 - INFO - __main__ - Batch size = 32 01/18/2026 21:06:47 - INFO - __main__ - flag_eval: common 01/18/2026 21:06:47 - INFO - __main__ - Sentence Level detection: acc:0.8443, precision:0.9874, recall:0.8135, f1:0.8921 01/18/2026 21:06:47 - INFO - __main__ - Sentence Level correction: acc:0.7862, precision:0.9862, recall:0.7402, f1:0.8457 01/18/2026 21:06:48 - INFO - __main__ - flag_eval: strict 01/18/2026 21:06:48 - INFO - __main__ - Sentence Level detection: acc:0.8443, precision:0.8976, recall:0.8135, f1:0.8535 01/18/2026 21:06:48 - INFO - __main__ - Sentence Level correction: acc:0.7862, precision:0.8166, recall:0.7402, f1:0.7765 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; loss/train_loss:0.004848106823010705 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; loss/eval_loss:0.026503250313574915 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; det/eval_det_loss:0.09623652096150803 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; cor/eval_cor_loss:0.008171643439283892 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; det/eval_det_macbert_loss:0.09512569989252216 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; cor/eval_cor_macbert_loss:0.020419139783896072 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; det/train_det_loss:0.06281746455112754 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; cor/train_cor_loss:0.007845647729400232 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; det/train_det_macbert_loss:0.06221033815122776 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; cor/train_cor_macbert_loss:0.015719861564090765 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; det/det_acc:0.8442647746335561 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; det/det_precision:0.8975535559077662 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; det/det_recall:0.8135339913805089 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; det/det_f1:0.8534809665029899 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; cor/cor_acc:0.7862295923511995 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; cor/cor_precision:0.8166317296385296 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; cor/cor_recall:0.7401872190555633 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; cor/cor_f1:0.7765326462151781 01/18/2026 21:06:48 - INFO - __main__ - eval---epoch:6; global_step:1100000; lr/lr:1.515460797818502e-10 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, cor_acc = 0.7862295923511995 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, cor_f1 = 0.7765326462151781 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, cor_precision = 0.8166317296385296 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, cor_recall = 0.7401872190555633 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, det_acc = 0.8442647746335561 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, det_f1 = 0.8534809665029899 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, det_precision = 0.8975535559077662 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, det_recall = 0.8135339913805089 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, eval_cor_loss = 0.008171643439283892 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, eval_cor_macbert_loss = 0.020419139783896072 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, eval_det_loss = 0.09623652096150803 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, eval_det_macbert_loss = 0.09512569989252216 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, eval_loss = 0.026503250313574915 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, global_step = 1100000 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, lr = 1.515460797818502e-10 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, train_cor_loss = 0.007845647729400232 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, train_cor_macbert_loss = 0.015719861564090765 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, train_det_loss = 0.06281746455112754 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, train_det_macbert_loss = 0.06221033815122776 01/18/2026 21:06:49 - INFO - __main__ - Global epoch: 6, step: 1100000, train_loss = 0.004848106823010705 01/18/2026 21:43:38 - INFO - __main__ - ***** Running evaluation ***** 01/18/2026 21:43:38 - INFO - __main__ - Num examples = 68062 01/18/2026 21:43:38 - INFO - __main__ - Batch size = 32 01/18/2026 21:51:30 - INFO - __main__ - flag_eval: common 01/18/2026 21:51:30 - INFO - __main__ - Sentence Level detection: acc:0.8731, precision:0.9794, recall:0.8572, f1:0.9143 01/18/2026 21:51:30 - INFO - __main__ - Sentence Level correction: acc:0.8055, precision:0.9772, recall:0.7715, f1:0.8623 01/18/2026 21:51:30 - INFO - __main__ - flag_eval: strict 01/18/2026 21:51:30 - INFO - __main__ - Sentence Level detection: acc:0.8731, precision:0.8987, recall:0.8572, f1:0.8774 01/18/2026 21:51:30 - INFO - __main__ - Sentence Level correction: acc:0.8055, precision:0.8088, recall:0.7715, f1:0.7897 01/18/2026 21:51:30 - INFO - __main__ - Global step: -1, cor_acc = 0.8054567893979019 01/18/2026 21:51:30 - INFO - __main__ - Global step: -1, cor_f1 = 0.7897409514009965 01/18/2026 21:51:30 - INFO - __main__ - Global step: -1, cor_precision = 0.8088286952109598 01/18/2026 21:51:30 - INFO - __main__ - Global step: -1, cor_recall = 0.7715333494666692 01/18/2026 21:51:30 - INFO - __main__ - Global step: -1, det_acc = 0.8730863036643061 01/18/2026 21:51:30 - INFO - __main__ - Global step: -1, det_f1 = 0.8774497194195939 01/18/2026 21:51:30 - INFO - __main__ - Global step: -1, det_precision = 0.8986573513914368 01/18/2026 21:51:30 - INFO - __main__ - Global step: -1, det_recall = 0.8572199780338428 01/18/2026 21:51:30 - INFO - __main__ - Global step: -1, eval_cor_loss = 0.0067329519415785 01/18/2026 21:51:30 - INFO - __main__ - Global step: -1, eval_cor_macbert_loss = 0.018893699296505043 01/18/2026 21:51:30 - INFO - __main__ - Global step: -1, eval_det_loss = 0.10085966274548407 01/18/2026 21:51:30 - INFO - __main__ - Global step: -1, eval_det_macbert_loss = 0.0996767983778863 01/18/2026 21:51:30 - INFO - __main__ - Global step: -1, eval_loss = 0.025931562227897234 01/18/2026 21:51:30 - INFO - __main__ - Global step: -1, lr = 1.0762956692556003e-13