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opt_adam_train&test.log
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opt_adam_train&test.log
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2022-04-09 21:59:01,536 - INFO - --------------common.configs--------------
2022-04-09 21:59:01,536 - INFO - train_batch_size: 4096, test_batch_size: 16384, feature_embed_size: 4
2022-04-09 21:59:01,536 - INFO - --------------common.configs--------------
2022-04-09 21:59:07,039 - INFO - epoch:0, batch_id:0, log_loss:[0.96296126], train_auc: 0.48857754957299526
2022-04-09 21:59:10,765 - INFO - epoch:0, batch_id:20, log_loss:[0.23867953], train_auc: 0.4882816715901786
2022-04-09 21:59:14,557 - INFO - epoch:0, batch_id:40, log_loss:[0.20248857], train_auc: 0.4979426705930103
2022-04-09 21:59:18,251 - INFO - epoch:0, batch_id:60, log_loss:[0.2037557], train_auc: 0.49824479629293106
2022-04-09 21:59:22,035 - INFO - epoch:0, batch_id:80, log_loss:[0.18828496], train_auc: 0.4976159507075465
2022-04-09 21:59:25,685 - INFO - epoch:0, batch_id:100, log_loss:[0.2144286], train_auc: 0.497674935887291
2022-04-09 21:59:29,444 - INFO - epoch:0, batch_id:120, log_loss:[0.20873015], train_auc: 0.497557524630166
2022-04-09 21:59:33,327 - INFO - epoch:0, batch_id:140, log_loss:[0.19609165], train_auc: 0.49985712771110014
2022-04-09 21:59:37,120 - INFO - epoch:0, batch_id:160, log_loss:[0.22766803], train_auc: 0.500413309012549
2022-04-09 21:59:40,905 - INFO - epoch:0, batch_id:180, log_loss:[0.20367151], train_auc: 0.49795237275371684
2022-04-09 21:59:44,571 - INFO - epoch:0, batch_id:200, log_loss:[0.20863104], train_auc: 0.49658130208187823
2022-04-09 21:59:48,324 - INFO - epoch:0, batch_id:220, log_loss:[0.21643363], train_auc: 0.4955205696494194
2022-04-09 21:59:51,978 - INFO - epoch:0, batch_id:240, log_loss:[0.20858625], train_auc: 0.49484616230377654
2022-04-09 21:59:55,718 - INFO - epoch:0, batch_id:260, log_loss:[0.2318892], train_auc: 0.4936878652044662
2022-04-09 21:59:59,330 - INFO - epoch:0, batch_id:280, log_loss:[0.21210486], train_auc: 0.49315472920991754
2022-04-09 22:00:03,081 - INFO - epoch:0, batch_id:300, log_loss:[0.20932083], train_auc: 0.4930511540457602
2022-04-09 22:00:06,739 - INFO - epoch:0, batch_id:320, log_loss:[0.22869404], train_auc: 0.4932926482062256
2022-04-09 22:00:10,496 - INFO - epoch:0, batch_id:340, log_loss:[0.2389776], train_auc: 0.4937241619047023
2022-04-09 22:00:14,251 - INFO - epoch:0, batch_id:360, log_loss:[0.18798128], train_auc: 0.4939121213020128
2022-04-09 22:00:17,866 - INFO - epoch:0, batch_id:380, log_loss:[0.17820108], train_auc: 0.49457672773190936
2022-04-09 22:00:21,610 - INFO - epoch:0, batch_id:400, log_loss:[0.25569406], train_auc: 0.49428532586838947
2022-04-09 22:00:25,305 - INFO - epoch:0, batch_id:420, log_loss:[0.22192448], train_auc: 0.49482266544391357
2022-04-09 22:00:29,257 - INFO - epoch:0, batch_id:440, log_loss:[0.1792615], train_auc: 0.49850810847898597
2022-04-09 22:00:33,003 - INFO - epoch:0, batch_id:460, log_loss:[0.1974569], train_auc: 0.5036917085451826
2022-04-09 22:00:36,815 - INFO - epoch:0, batch_id:480, log_loss:[0.18402022], train_auc: 0.5050053636491433
2022-04-09 22:00:40,476 - INFO - epoch:0, batch_id:500, log_loss:[0.19878821], train_auc: 0.5057743471099623
2022-04-09 22:00:44,272 - INFO - epoch:0, batch_id:520, log_loss:[0.18850008], train_auc: 0.5064069321600901
2022-04-09 22:00:48,070 - INFO - epoch:0, batch_id:540, log_loss:[0.19722798], train_auc: 0.5067214066462118
2022-04-09 22:00:51,726 - INFO - epoch:0, batch_id:560, log_loss:[0.21522482], train_auc: 0.5070037625601999
2022-04-09 22:00:55,480 - INFO - epoch:0, batch_id:580, log_loss:[0.17995699], train_auc: 0.5074124302175501
2022-04-09 22:00:59,148 - INFO - epoch:0, batch_id:600, log_loss:[0.19722141], train_auc: 0.5075641320485115
2022-04-09 22:01:02,910 - INFO - epoch:0, batch_id:620, log_loss:[0.2130238], train_auc: 0.507612408782229
2022-04-09 22:01:06,578 - INFO - epoch:0, batch_id:640, log_loss:[0.20654142], train_auc: 0.5077546005347473
2022-04-09 22:01:10,331 - INFO - epoch:0, batch_id:660, log_loss:[0.18866833], train_auc: 0.5077709887097706
2022-04-09 22:01:13,985 - INFO - epoch:0, batch_id:680, log_loss:[0.20932327], train_auc: 0.5076695734868734
2022-04-09 22:01:17,741 - INFO - epoch:0, batch_id:700, log_loss:[0.19658737], train_auc: 0.507624390753167
2022-04-09 22:01:21,648 - INFO - epoch:0, batch_id:720, log_loss:[0.21433379], train_auc: 0.5074368855055169
2022-04-09 22:01:25,285 - INFO - epoch:0, batch_id:740, log_loss:[0.209981], train_auc: 0.5074009544278315
2022-04-09 22:01:29,036 - INFO - epoch:0, batch_id:760, log_loss:[0.20864359], train_auc: 0.507599242769585
2022-04-09 22:01:32,638 - INFO - epoch:0, batch_id:780, log_loss:[0.22722867], train_auc: 0.5078207390570735
2022-04-09 22:01:36,381 - INFO - epoch:0, batch_id:800, log_loss:[0.22311532], train_auc: 0.5082994865385383
2022-04-09 22:01:39,983 - INFO - epoch:0, batch_id:820, log_loss:[0.17556444], train_auc: 0.5084224504737447
2022-04-09 22:01:43,709 - INFO - epoch:0, batch_id:840, log_loss:[0.18185006], train_auc: 0.5084987120885368
2022-04-09 22:01:47,476 - INFO - epoch:0, batch_id:860, log_loss:[0.24360952], train_auc: 0.5081969173101035
2022-04-09 22:01:51,148 - INFO - epoch:0, batch_id:880, log_loss:[0.15897325], train_auc: 0.5086309780254237
2022-04-09 22:01:54,917 - INFO - epoch:0, batch_id:900, log_loss:[0.18850109], train_auc: 0.5103731885573919
2022-04-09 22:01:58,600 - INFO - epoch:0, batch_id:920, log_loss:[0.20360497], train_auc: 0.5111118984833483
2022-04-09 22:02:02,394 - INFO - epoch:0, batch_id:940, log_loss:[0.2031624], train_auc: 0.5111042122341105
2022-04-09 22:02:06,065 - INFO - epoch:0, batch_id:960, log_loss:[0.18204512], train_auc: 0.5113594627463297
2022-04-09 22:02:09,866 - INFO - epoch:0, batch_id:980, log_loss:[0.21446347], train_auc: 0.5113196117062138
2022-04-09 22:02:13,745 - INFO - epoch:0, batch_id:1000, log_loss:[0.18577608], train_auc: 0.5113870097741744
2022-04-09 22:02:17,539 - INFO - epoch:0, batch_id:1020, log_loss:[0.18427892], train_auc: 0.5114871942254724
2022-04-09 22:02:21,413 - INFO - epoch:0, batch_id:1040, log_loss:[0.2115304], train_auc: 0.5114321624293403
2022-04-09 22:02:25,147 - INFO - epoch:0, batch_id:1060, log_loss:[0.21155722], train_auc: 0.5115056655260394
2022-04-09 22:02:28,965 - INFO - epoch:0, batch_id:1080, log_loss:[0.21869458], train_auc: 0.5114293029036795
2022-04-09 22:02:32,618 - INFO - epoch:0, batch_id:1100, log_loss:[0.2036206], train_auc: 0.5113920239078069
2022-04-09 22:02:36,426 - INFO - epoch:0, batch_id:1120, log_loss:[0.20505925], train_auc: 0.5113004359924723
2022-04-09 22:02:40,055 - INFO - epoch:0, batch_id:1140, log_loss:[0.2135015], train_auc: 0.5112038356568951
2022-04-09 22:02:43,818 - INFO - epoch:0, batch_id:1160, log_loss:[0.1993324], train_auc: 0.5111499026605985
2022-04-09 22:02:47,444 - INFO - epoch:0, batch_id:1180, log_loss:[0.23015045], train_auc: 0.5112348024946466
2022-04-09 22:02:51,172 - INFO - epoch:0, batch_id:1200, log_loss:[0.2479456], train_auc: 0.5118520489670344
2022-04-09 22:02:54,889 - INFO - epoch:0, batch_id:1220, log_loss:[0.20455784], train_auc: 0.5118842780898353
2022-04-09 22:02:58,486 - INFO - epoch:0, batch_id:1240, log_loss:[0.21274576], train_auc: 0.5121417279597682
2022-04-09 22:03:02,191 - INFO - epoch:0, batch_id:1260, log_loss:[0.21350318], train_auc: 0.5128019835968202
2022-04-09 22:03:05,811 - INFO - epoch:0, batch_id:1280, log_loss:[0.21719518], train_auc: 0.5127367895021898
2022-04-09 22:03:09,786 - INFO - epoch:0, batch_id:1300, log_loss:[0.18805438], train_auc: 0.5127239287022798
2022-04-09 22:03:13,428 - INFO - epoch:0, batch_id:1320, log_loss:[0.18462753], train_auc: 0.5133170134273612
2022-04-09 22:03:17,191 - INFO - epoch:0, batch_id:1340, log_loss:[0.20053034], train_auc: 0.5145398985408032
2022-04-09 22:03:19,804 - INFO - epoch:1, batch_id:0, log_loss:[0.17587109], train_auc: 0.4849749717186282
2022-04-09 22:03:23,536 - INFO - epoch:1, batch_id:20, log_loss:[0.19890152], train_auc: 0.5105157720501209
2022-04-09 22:03:27,347 - INFO - epoch:1, batch_id:40, log_loss:[0.19266614], train_auc: 0.503426137072246
2022-04-09 22:03:31,024 - INFO - epoch:1, batch_id:60, log_loss:[0.19998643], train_auc: 0.5047176382601707
2022-04-09 22:03:34,847 - INFO - epoch:1, batch_id:80, log_loss:[0.1850675], train_auc: 0.5045774448120378
2022-04-09 22:03:38,531 - INFO - epoch:1, batch_id:100, log_loss:[0.21429928], train_auc: 0.5064297242374141
2022-04-09 22:03:42,317 - INFO - epoch:1, batch_id:120, log_loss:[0.20850885], train_auc: 0.5082232546827193
2022-04-09 22:03:45,994 - INFO - epoch:1, batch_id:140, log_loss:[0.19573677], train_auc: 0.510068727422053
2022-04-09 22:03:49,773 - INFO - epoch:1, batch_id:160, log_loss:[0.22764945], train_auc: 0.5112920323013355
2022-04-09 22:03:53,557 - INFO - epoch:1, batch_id:180, log_loss:[0.20354953], train_auc: 0.5143785107436176
2022-04-09 22:03:57,248 - INFO - epoch:1, batch_id:200, log_loss:[0.20868371], train_auc: 0.5155563754250921
2022-04-09 22:04:01,255 - INFO - epoch:1, batch_id:220, log_loss:[0.21590795], train_auc: 0.5176491101675855
2022-04-09 22:04:04,914 - INFO - epoch:1, batch_id:240, log_loss:[0.20856941], train_auc: 0.5190231850951111
2022-04-09 22:04:08,674 - INFO - epoch:1, batch_id:260, log_loss:[0.23086871], train_auc: 0.5217987579752041
2022-04-09 22:04:12,332 - INFO - epoch:1, batch_id:280, log_loss:[0.21125883], train_auc: 0.5237296001998089
2022-04-09 22:04:16,128 - INFO - epoch:1, batch_id:300, log_loss:[0.208786], train_auc: 0.5266424073236814
2022-04-09 22:04:19,794 - INFO - epoch:1, batch_id:320, log_loss:[0.22934932], train_auc: 0.5275069136795967
2022-04-09 22:04:23,587 - INFO - epoch:1, batch_id:340, log_loss:[0.23693512], train_auc: 0.5292508640990643
2022-04-09 22:04:27,382 - INFO - epoch:1, batch_id:360, log_loss:[0.18693109], train_auc: 0.5303963740480118
2022-04-09 22:04:31,034 - INFO - epoch:1, batch_id:380, log_loss:[0.17634581], train_auc: 0.5331496907672973
2022-04-09 22:04:34,911 - INFO - epoch:1, batch_id:400, log_loss:[0.25800413], train_auc: 0.5340240048333976
2022-04-09 22:04:38,677 - INFO - epoch:1, batch_id:420, log_loss:[0.21731828], train_auc: 0.5347312117801072
2022-04-09 22:04:42,539 - INFO - epoch:1, batch_id:440, log_loss:[0.17848638], train_auc: 0.5371673431334584
2022-04-09 22:04:46,249 - INFO - epoch:1, batch_id:460, log_loss:[0.1991267], train_auc: 0.5403690863490961
2022-04-09 22:04:50,072 - INFO - epoch:1, batch_id:480, log_loss:[0.18351322], train_auc: 0.5398452890470844
2022-04-09 22:04:53,945 - INFO - epoch:1, batch_id:500, log_loss:[0.1964121], train_auc: 0.5413318123116153
2022-04-09 22:04:57,769 - INFO - epoch:1, batch_id:520, log_loss:[0.18675701], train_auc: 0.5430265178486092
2022-04-09 22:05:01,575 - INFO - epoch:1, batch_id:540, log_loss:[0.19450489], train_auc: 0.544571428683136
2022-04-09 22:05:05,279 - INFO - epoch:1, batch_id:560, log_loss:[0.21254155], train_auc: 0.5466224581607154
2022-04-09 22:05:09,092 - INFO - epoch:1, batch_id:580, log_loss:[0.17647707], train_auc: 0.5485851020754009
2022-04-09 22:05:12,763 - INFO - epoch:1, batch_id:600, log_loss:[0.1944417], train_auc: 0.5507096066119109
2022-04-09 22:05:24,492 - INFO - ------------test stage------------
2022-04-09 22:05:24,492 - INFO - epoch:1, batch_id:600, test_auc: 0.6018288677034854
2022-04-09 22:05:24,493 - INFO - best_test_auc:0.6018288677034854
2022-04-09 22:05:24,493 - INFO - ------------test stage------------
2022-04-09 22:05:28,178 - INFO - epoch:1, batch_id:620, log_loss:[0.2094623], train_auc: 0.5533321870787775
2022-04-09 22:05:31,954 - INFO - epoch:1, batch_id:640, log_loss:[0.20097104], train_auc: 0.5553960765569947
2022-04-09 22:05:45,140 - INFO - ------------test stage------------
2022-04-09 22:05:45,140 - INFO - epoch:1, batch_id:650, test_auc: 0.6061490756423571
2022-04-09 22:05:45,141 - INFO - best_test_auc:0.6061490756423571
2022-04-09 22:05:45,141 - INFO - ------------test stage------------
2022-04-09 22:05:47,131 - INFO - epoch:1, batch_id:660, log_loss:[0.18530005], train_auc: 0.5575160901388366
2022-04-09 22:05:50,786 - INFO - epoch:1, batch_id:680, log_loss:[0.20619027], train_auc: 0.5596891500795946
2022-04-09 22:05:54,557 - INFO - epoch:1, batch_id:700, log_loss:[0.19193426], train_auc: 0.561648948793308
2022-04-09 22:06:05,824 - INFO - ------------test stage------------
2022-04-09 22:06:05,824 - INFO - epoch:1, batch_id:700, test_auc: 0.6057453642334933
2022-04-09 22:06:05,825 - INFO - best_test_auc:0.6061490756423571
2022-04-09 22:06:05,825 - INFO - ------------test stage------------
2022-04-09 22:06:09,550 - INFO - epoch:1, batch_id:720, log_loss:[0.20745972], train_auc: 0.5632984059545323
2022-04-09 22:06:13,297 - INFO - epoch:1, batch_id:740, log_loss:[0.20530912], train_auc: 0.5654943503026391
2022-04-09 22:06:26,367 - INFO - ------------test stage------------
2022-04-09 22:06:26,367 - INFO - epoch:1, batch_id:750, test_auc: 0.6078059945424679
2022-04-09 22:06:26,367 - INFO - best_test_auc:0.6078059945424679
2022-04-09 22:06:26,367 - INFO - ------------test stage------------
2022-04-09 22:06:28,298 - INFO - epoch:1, batch_id:760, log_loss:[0.2008816], train_auc: 0.5673617541213312
2022-04-09 22:06:31,933 - INFO - epoch:1, batch_id:780, log_loss:[0.22034729], train_auc: 0.5693355438215071
2022-04-09 22:06:35,802 - INFO - epoch:1, batch_id:800, log_loss:[0.22392088], train_auc: 0.5712501870416955
2022-04-09 22:06:47,684 - INFO - ------------test stage------------
2022-04-09 22:06:47,685 - INFO - epoch:1, batch_id:800, test_auc: 0.6089173848401612
2022-04-09 22:06:47,685 - INFO - best_test_auc:0.6089173848401612
2022-04-09 22:06:47,685 - INFO - ------------test stage------------
2022-04-09 22:06:51,399 - INFO - epoch:1, batch_id:820, log_loss:[0.16938181], train_auc: 0.5729485270580189
2022-04-09 22:06:55,171 - INFO - epoch:1, batch_id:840, log_loss:[0.1810584], train_auc: 0.5746426394975596
2022-04-09 22:07:08,286 - INFO - ------------test stage------------
2022-04-09 22:07:08,286 - INFO - epoch:1, batch_id:850, test_auc: 0.6114466630257221
2022-04-09 22:07:08,286 - INFO - best_test_auc:0.6114466630257221
2022-04-09 22:07:08,286 - INFO - ------------test stage------------
2022-04-09 22:07:10,265 - INFO - epoch:1, batch_id:860, log_loss:[0.23896663], train_auc: 0.5759248902435687
2022-04-09 22:07:13,964 - INFO - epoch:1, batch_id:880, log_loss:[0.15335695], train_auc: 0.5773252670531795
2022-04-09 22:07:17,768 - INFO - epoch:1, batch_id:900, log_loss:[0.18404582], train_auc: 0.578630450230775
2022-04-09 22:07:29,187 - INFO - ------------test stage------------
2022-04-09 22:07:29,188 - INFO - epoch:1, batch_id:900, test_auc: 0.614220466775833
2022-04-09 22:07:29,188 - INFO - best_test_auc:0.614220466775833
2022-04-09 22:07:29,188 - INFO - ------------test stage------------
2022-04-09 22:07:33,156 - INFO - epoch:1, batch_id:920, log_loss:[0.19555546], train_auc: 0.5796994722083619
2022-04-09 22:07:36,980 - INFO - epoch:1, batch_id:940, log_loss:[0.19823764], train_auc: 0.5806592290547553
2022-04-09 22:07:50,072 - INFO - ------------test stage------------
2022-04-09 22:07:50,072 - INFO - epoch:1, batch_id:950, test_auc: 0.616793452400086
2022-04-09 22:07:50,072 - INFO - best_test_auc:0.616793452400086
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2022-04-09 22:19:10,841 - INFO - best_test_auc:0.6337514669004144
2022-04-09 22:19:10,841 - INFO - ------------test stage------------
2022-04-09 22:19:14,687 - INFO - epoch:2, batch_id:1220, log_loss:[0.1946828], train_auc: 0.6869795958706167
2022-04-09 22:19:18,472 - INFO - epoch:2, batch_id:1240, log_loss:[0.20043904], train_auc: 0.6872502849959532
2022-04-09 22:19:31,753 - INFO - ------------test stage------------
2022-04-09 22:19:31,753 - INFO - epoch:2, batch_id:1250, test_auc: 0.6309825595456605
2022-04-09 22:19:31,753 - INFO - best_test_auc:0.6337514669004144
2022-04-09 22:19:31,753 - INFO - ------------test stage------------
2022-04-09 22:19:33,715 - INFO - epoch:2, batch_id:1260, log_loss:[0.19948924], train_auc: 0.6874534871907574
2022-04-09 22:19:37,385 - INFO - epoch:2, batch_id:1280, log_loss:[0.20218898], train_auc: 0.6878081525337021
2022-04-09 22:19:41,154 - INFO - epoch:2, batch_id:1300, log_loss:[0.1743114], train_auc: 0.6879188418654866
2022-04-09 22:19:52,522 - INFO - ------------test stage------------
2022-04-09 22:19:52,522 - INFO - epoch:2, batch_id:1300, test_auc: 0.6307138893571215
2022-04-09 22:19:52,522 - INFO - best_test_auc:0.6337514669004144
2022-04-09 22:19:52,523 - INFO - ------------test stage------------
2022-04-09 22:19:56,233 - INFO - epoch:2, batch_id:1320, log_loss:[0.1765317], train_auc: 0.6880271225707243
2022-04-09 22:20:00,026 - INFO - epoch:2, batch_id:1340, log_loss:[0.1910345], train_auc: 0.6883256926190255
2022-04-09 22:20:13,386 - INFO - ------------test stage------------
2022-04-09 22:20:13,387 - INFO - epoch:2, batch_id:1350, test_auc: 0.6323011648705162
2022-04-09 22:20:13,387 - INFO - best_test_auc:0.6337514669004144
2022-04-09 22:20:13,387 - INFO - ------------test stage------------