2023-09-22 00:03:33,073:	========================================================================
2023-09-22 00:03:33,073:	========================================================================
2023-09-22 00:03:33,074:	========================================================================
2023-09-22 00:03:33,074:	[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True
2023-09-22 00:03:33,074:	[Seed] >>> Set seed: 0
2023-09-22 00:03:33,074:	[PARSER] >>>
[BENCHMARK: False] 
[SEED: 0] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: I-I-ML-5] 
[root: ../../data] 
[dataset: MovieLens1M_550_Chron] 
[config: item-item/MovieLens1M_550_Chron.yaml] 
[ranking: full] 
[device: 0] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.05] 
[lr: 0.001] 
[batch_size: 2048] 
[epochs: 1000] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0922000329] 
[embedding_dim: 64] 
[maxlen4graph: 10] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/I-I-ML-5/MovieLens1M_550_Chron/0] 
[LOG_PATH: ./logs/I-I-ML-5/MovieLens1M_550_Chron/0-0922000329] 

2023-09-22 00:03:33,074:	[Wall TIME] >>> Parser.compile takes 0.004279 seconds ...
2023-09-22 00:03:33,078:	[MovieLens1M_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.User,FieldTags.Sparse,FieldTags.ID]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.ID,FieldTags.Item]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Dense,FieldTags.Timestamp]
2023-09-22 00:03:33,512:	+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
| #Users | #Items |      Avg.Len       | #Interactions | #Train | #Valid | #Test |       Density        |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
|  6040  |  3416  | 165.49850993377484 |     999611    | 987531 |  6040  |  6040 | 0.048448041549699894 |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
2023-09-22 00:03:33,513:	[Wall TIME] >>> RecDataSet.compile takes 0.437704 seconds ...
2023-09-22 00:03:34,126:	[Wall TIME] >>> GenTrainUniformSampler.prepare takes 0.613380 seconds ...
2023-09-22 00:03:34,844:	[Wall TIME] >>> GenValidYielder.prepare takes 0.717505 seconds ...
2023-09-22 00:03:35,424:	[Wall TIME] >>> GenTestYielder.prepare takes 0.579060 seconds ...
2023-09-22 00:03:38,818:	[Coach] >>> Set best meter: NDCG@10 
2023-09-22 00:03:38,819:	[Wall TIME] >>> Coach.compile takes 0.001169 seconds ...
2023-09-22 00:03:41,259:	[Wall TIME] >>> ChiefCoach.valid takes 2.424413 seconds ...
2023-09-22 00:03:41,260:	[Coach] >>> Better ***NDCG@10*** of ***0.0021*** 
2023-09-22 00:03:41,265:	[Coach] >>> TRAIN @Epoch: 0    >>> 
2023-09-22 00:03:41,266:	[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0007 || HITRATE@5 Avg: 0.0023 || HITRATE@10 Avg: 0.0045 || NDCG@5 Avg: 0.0014 || NDCG@10 Avg: 0.0021
2023-09-22 00:03:41,267:	[Coach] >>> TEST  @Epoch: 0    >>> 
2023-09-22 00:03:51,611:	[Wall TIME] >>> ChiefCoach.train takes 10.343966 seconds ...
2023-09-22 00:03:51,645:	[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.48846
2023-09-22 00:03:51,645:	[Coach] >>> VALID @Epoch: 1    >>> 
2023-09-22 00:03:51,645:	[Coach] >>> TEST  @Epoch: 1    >>> 
2023-09-22 00:04:01,748:	[Wall TIME] >>> ChiefCoach.train takes 10.102714 seconds ...
2023-09-22 00:04:01,784:	[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.32784
2023-09-22 00:04:01,784:	[Coach] >>> VALID @Epoch: 2    >>> 
2023-09-22 00:04:01,784:	[Coach] >>> TEST  @Epoch: 2    >>> 
2023-09-22 00:04:11,531:	[Wall TIME] >>> ChiefCoach.train takes 9.746904 seconds ...
2023-09-22 00:04:11,555:	[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.30234
2023-09-22 00:04:11,556:	[Coach] >>> VALID @Epoch: 3    >>> 
2023-09-22 00:04:11,556:	[Coach] >>> TEST  @Epoch: 3    >>> 
2023-09-22 00:04:21,953:	[Wall TIME] >>> ChiefCoach.train takes 10.397560 seconds ...
2023-09-22 00:04:21,976:	[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.27998
2023-09-22 00:04:21,976:	[Coach] >>> VALID @Epoch: 4    >>> 
2023-09-22 00:04:21,976:	[Coach] >>> TEST  @Epoch: 4    >>> 
2023-09-22 00:04:31,595:	[Wall TIME] >>> ChiefCoach.train takes 9.618568 seconds ...
2023-09-22 00:04:33,719:	[Wall TIME] >>> ChiefCoach.valid takes 2.099838 seconds ...
2023-09-22 00:04:33,720:	[Coach] >>> Better ***NDCG@10*** of ***0.0266*** 
2023-09-22 00:04:33,729:	[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.26130
2023-09-22 00:04:33,730:	[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0076 || HITRATE@5 Avg: 0.0315 || HITRATE@10 Avg: 0.0528 || NDCG@5 Avg: 0.0197 || NDCG@10 Avg: 0.0266
2023-09-22 00:04:33,730:	[Coach] >>> TEST  @Epoch: 5    >>> 
2023-09-22 00:04:43,819:	[Wall TIME] >>> ChiefCoach.train takes 10.089020 seconds ...
2023-09-22 00:04:43,847:	[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.24736
2023-09-22 00:04:43,847:	[Coach] >>> VALID @Epoch: 6    >>> 
2023-09-22 00:04:43,847:	[Coach] >>> TEST  @Epoch: 6    >>> 
2023-09-22 00:04:53,448:	[Wall TIME] >>> ChiefCoach.train takes 9.600821 seconds ...
2023-09-22 00:04:53,473:	[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.23534
2023-09-22 00:04:53,473:	[Coach] >>> VALID @Epoch: 7    >>> 
2023-09-22 00:04:53,473:	[Coach] >>> TEST  @Epoch: 7    >>> 
2023-09-22 00:05:03,750:	[Wall TIME] >>> ChiefCoach.train takes 10.276019 seconds ...
2023-09-22 00:05:03,774:	[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.22519
2023-09-22 00:05:03,774:	[Coach] >>> VALID @Epoch: 8    >>> 
2023-09-22 00:05:03,774:	[Coach] >>> TEST  @Epoch: 8    >>> 
2023-09-22 00:05:14,080:	[Wall TIME] >>> ChiefCoach.train takes 10.305184 seconds ...
2023-09-22 00:05:14,107:	[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.21719
2023-09-22 00:05:14,108:	[Coach] >>> VALID @Epoch: 9    >>> 
2023-09-22 00:05:14,108:	[Coach] >>> TEST  @Epoch: 9    >>> 
2023-09-22 00:05:24,077:	[Wall TIME] >>> ChiefCoach.train takes 9.969172 seconds ...
2023-09-22 00:05:26,221:	[Wall TIME] >>> ChiefCoach.valid takes 2.118819 seconds ...
2023-09-22 00:05:26,222:	[Coach] >>> Better ***NDCG@10*** of ***0.0305*** 
2023-09-22 00:05:26,231:	[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.21080
2023-09-22 00:05:26,231:	[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0093 || HITRATE@5 Avg: 0.0349 || HITRATE@10 Avg: 0.0601 || NDCG@5 Avg: 0.0224 || NDCG@10 Avg: 0.0305
2023-09-22 00:05:26,231:	[Coach] >>> TEST  @Epoch: 10   >>> 
2023-09-22 00:05:35,995:	[Wall TIME] >>> ChiefCoach.train takes 9.763401 seconds ...
2023-09-22 00:05:36,019:	[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.20534
2023-09-22 00:05:36,019:	[Coach] >>> VALID @Epoch: 11   >>> 
2023-09-22 00:05:36,019:	[Coach] >>> TEST  @Epoch: 11   >>> 
2023-09-22 00:05:46,886:	[Wall TIME] >>> ChiefCoach.train takes 10.866221 seconds ...
2023-09-22 00:05:46,910:	[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.19825
2023-09-22 00:05:46,910:	[Coach] >>> VALID @Epoch: 12   >>> 
2023-09-22 00:05:46,910:	[Coach] >>> TEST  @Epoch: 12   >>> 
2023-09-22 00:05:58,470:	[Wall TIME] >>> ChiefCoach.train takes 11.559422 seconds ...
2023-09-22 00:05:58,494:	[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.19360
2023-09-22 00:05:58,495:	[Coach] >>> VALID @Epoch: 13   >>> 
2023-09-22 00:05:58,495:	[Coach] >>> TEST  @Epoch: 13   >>> 
2023-09-22 00:06:10,194:	[Wall TIME] >>> ChiefCoach.train takes 11.699389 seconds ...
2023-09-22 00:06:10,218:	[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.18800
2023-09-22 00:06:10,218:	[Coach] >>> VALID @Epoch: 14   >>> 
2023-09-22 00:06:10,219:	[Coach] >>> TEST  @Epoch: 14   >>> 
2023-09-22 00:06:21,093:	[Wall TIME] >>> ChiefCoach.train takes 10.873841 seconds ...
2023-09-22 00:06:23,393:	[Wall TIME] >>> ChiefCoach.valid takes 2.271551 seconds ...
2023-09-22 00:06:23,394:	[Coach] >>> Better ***NDCG@10*** of ***0.0330*** 
2023-09-22 00:06:23,400:	[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.18339
2023-09-22 00:06:23,400:	[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0104 || HITRATE@5 Avg: 0.0373 || HITRATE@10 Avg: 0.0667 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0330
2023-09-22 00:06:23,401:	[Coach] >>> TEST  @Epoch: 15   >>> 
2023-09-22 00:06:34,140:	[Wall TIME] >>> ChiefCoach.train takes 10.739024 seconds ...
2023-09-22 00:06:34,164:	[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.17883
2023-09-22 00:06:34,165:	[Coach] >>> VALID @Epoch: 16   >>> 
2023-09-22 00:06:34,165:	[Coach] >>> TEST  @Epoch: 16   >>> 
2023-09-22 00:06:45,049:	[Wall TIME] >>> ChiefCoach.train takes 10.884482 seconds ...
2023-09-22 00:06:45,074:	[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.17521
2023-09-22 00:06:45,074:	[Coach] >>> VALID @Epoch: 17   >>> 
2023-09-22 00:06:45,074:	[Coach] >>> TEST  @Epoch: 17   >>> 
2023-09-22 00:06:55,890:	[Wall TIME] >>> ChiefCoach.train takes 10.815727 seconds ...
2023-09-22 00:06:55,923:	[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.17094
2023-09-22 00:06:55,924:	[Coach] >>> VALID @Epoch: 18   >>> 
2023-09-22 00:06:55,924:	[Coach] >>> TEST  @Epoch: 18   >>> 
2023-09-22 00:07:06,224:	[Wall TIME] >>> ChiefCoach.train takes 10.299911 seconds ...
2023-09-22 00:07:06,248:	[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.16740
2023-09-22 00:07:06,248:	[Coach] >>> VALID @Epoch: 19   >>> 
2023-09-22 00:07:06,248:	[Coach] >>> TEST  @Epoch: 19   >>> 
2023-09-22 00:07:16,568:	[Wall TIME] >>> ChiefCoach.train takes 10.319476 seconds ...
2023-09-22 00:07:18,793:	[Wall TIME] >>> ChiefCoach.valid takes 2.200324 seconds ...
2023-09-22 00:07:18,793:	[Coach] >>> Better ***NDCG@10*** of ***0.0356*** 
2023-09-22 00:07:18,800:	[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.16361
2023-09-22 00:07:18,800:	[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0424 || HITRATE@10 Avg: 0.0715 || NDCG@5 Avg: 0.0263 || NDCG@10 Avg: 0.0356
2023-09-22 00:07:18,800:	[Coach] >>> TEST  @Epoch: 20   >>> 
2023-09-22 00:07:30,104:	[Wall TIME] >>> ChiefCoach.train takes 11.304205 seconds ...
2023-09-22 00:07:30,129:	[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.16065
2023-09-22 00:07:30,129:	[Coach] >>> VALID @Epoch: 21   >>> 
2023-09-22 00:07:30,129:	[Coach] >>> TEST  @Epoch: 21   >>> 
2023-09-22 00:07:40,995:	[Wall TIME] >>> ChiefCoach.train takes 10.865984 seconds ...
2023-09-22 00:07:41,019:	[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.15729
2023-09-22 00:07:41,019:	[Coach] >>> VALID @Epoch: 22   >>> 
2023-09-22 00:07:41,019:	[Coach] >>> TEST  @Epoch: 22   >>> 
2023-09-22 00:07:51,771:	[Wall TIME] >>> ChiefCoach.train takes 10.751260 seconds ...
2023-09-22 00:07:51,800:	[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.15484
2023-09-22 00:07:51,800:	[Coach] >>> VALID @Epoch: 23   >>> 
2023-09-22 00:07:51,800:	[Coach] >>> TEST  @Epoch: 23   >>> 
2023-09-22 00:08:02,408:	[Wall TIME] >>> ChiefCoach.train takes 10.608067 seconds ...
2023-09-22 00:08:02,436:	[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.15155
2023-09-22 00:08:02,436:	[Coach] >>> VALID @Epoch: 24   >>> 
2023-09-22 00:08:02,436:	[Coach] >>> TEST  @Epoch: 24   >>> 
2023-09-22 00:08:12,784:	[Wall TIME] >>> ChiefCoach.train takes 10.347528 seconds ...
2023-09-22 00:08:14,895:	[Wall TIME] >>> ChiefCoach.valid takes 2.077471 seconds ...
2023-09-22 00:08:14,896:	[Coach] >>> Better ***NDCG@10*** of ***0.0375*** 
2023-09-22 00:08:14,903:	[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.14861
2023-09-22 00:08:14,903:	[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0108 || HITRATE@5 Avg: 0.0435 || HITRATE@10 Avg: 0.0760 || NDCG@5 Avg: 0.0271 || NDCG@10 Avg: 0.0375
2023-09-22 00:08:14,904:	[Coach] >>> TEST  @Epoch: 25   >>> 
2023-09-22 00:08:25,083:	[Wall TIME] >>> ChiefCoach.train takes 10.178843 seconds ...
2023-09-22 00:08:25,118:	[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.14682
2023-09-22 00:08:25,118:	[Coach] >>> VALID @Epoch: 26   >>> 
2023-09-22 00:08:25,119:	[Coach] >>> TEST  @Epoch: 26   >>> 
2023-09-22 00:08:34,975:	[Wall TIME] >>> ChiefCoach.train takes 9.855858 seconds ...
2023-09-22 00:08:35,004:	[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.14450
2023-09-22 00:08:35,004:	[Coach] >>> VALID @Epoch: 27   >>> 
2023-09-22 00:08:35,004:	[Coach] >>> TEST  @Epoch: 27   >>> 
2023-09-22 00:08:44,681:	[Wall TIME] >>> ChiefCoach.train takes 9.676370 seconds ...
2023-09-22 00:08:44,715:	[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.14243
2023-09-22 00:08:44,715:	[Coach] >>> VALID @Epoch: 28   >>> 
2023-09-22 00:08:44,715:	[Coach] >>> TEST  @Epoch: 28   >>> 
2023-09-22 00:08:54,291:	[Wall TIME] >>> ChiefCoach.train takes 9.576132 seconds ...
2023-09-22 00:08:54,324:	[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.14016
2023-09-22 00:08:54,324:	[Coach] >>> VALID @Epoch: 29   >>> 
2023-09-22 00:08:54,324:	[Coach] >>> TEST  @Epoch: 29   >>> 
2023-09-22 00:09:04,647:	[Wall TIME] >>> ChiefCoach.train takes 10.322845 seconds ...
2023-09-22 00:09:06,843:	[Wall TIME] >>> ChiefCoach.valid takes 2.170617 seconds ...
2023-09-22 00:09:06,844:	[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.13858
2023-09-22 00:09:06,844:	[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0098 || HITRATE@5 Avg: 0.0435 || HITRATE@10 Avg: 0.0760 || NDCG@5 Avg: 0.0265 || NDCG@10 Avg: 0.0370
2023-09-22 00:09:06,844:	[Coach] >>> TEST  @Epoch: 30   >>> 
2023-09-22 00:09:17,005:	[Wall TIME] >>> ChiefCoach.train takes 10.160763 seconds ...
2023-09-22 00:09:17,030:	[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.13709
2023-09-22 00:09:17,030:	[Coach] >>> VALID @Epoch: 31   >>> 
2023-09-22 00:09:17,030:	[Coach] >>> TEST  @Epoch: 31   >>> 
2023-09-22 00:09:27,386:	[Wall TIME] >>> ChiefCoach.train takes 10.355386 seconds ...
2023-09-22 00:09:27,413:	[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.13496
2023-09-22 00:09:27,413:	[Coach] >>> VALID @Epoch: 32   >>> 
2023-09-22 00:09:27,413:	[Coach] >>> TEST  @Epoch: 32   >>> 
2023-09-22 00:09:37,352:	[Wall TIME] >>> ChiefCoach.train takes 9.938575 seconds ...
2023-09-22 00:09:37,377:	[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.13403
2023-09-22 00:09:37,377:	[Coach] >>> VALID @Epoch: 33   >>> 
2023-09-22 00:09:37,377:	[Coach] >>> TEST  @Epoch: 33   >>> 
2023-09-22 00:09:46,812:	[Wall TIME] >>> ChiefCoach.train takes 9.434150 seconds ...
2023-09-22 00:09:46,836:	[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.13126
2023-09-22 00:09:46,837:	[Coach] >>> VALID @Epoch: 34   >>> 
2023-09-22 00:09:46,837:	[Coach] >>> TEST  @Epoch: 34   >>> 
2023-09-22 00:09:56,592:	[Wall TIME] >>> ChiefCoach.train takes 9.755031 seconds ...
2023-09-22 00:09:58,788:	[Wall TIME] >>> ChiefCoach.valid takes 2.170926 seconds ...
2023-09-22 00:09:58,788:	[Coach] >>> Better ***NDCG@10*** of ***0.0386*** 
2023-09-22 00:09:58,795:	[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.13077
2023-09-22 00:09:58,795:	[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0440 || HITRATE@10 Avg: 0.0781 || NDCG@5 Avg: 0.0276 || NDCG@10 Avg: 0.0386
2023-09-22 00:09:58,796:	[Coach] >>> TEST  @Epoch: 35   >>> 
2023-09-22 00:10:08,829:	[Wall TIME] >>> ChiefCoach.train takes 10.033118 seconds ...
2023-09-22 00:10:08,855:	[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.12872
2023-09-22 00:10:08,856:	[Coach] >>> VALID @Epoch: 36   >>> 
2023-09-22 00:10:08,856:	[Coach] >>> TEST  @Epoch: 36   >>> 
2023-09-22 00:10:19,080:	[Wall TIME] >>> ChiefCoach.train takes 10.224296 seconds ...
2023-09-22 00:10:19,118:	[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.12800
2023-09-22 00:10:19,118:	[Coach] >>> VALID @Epoch: 37   >>> 
2023-09-22 00:10:19,118:	[Coach] >>> TEST  @Epoch: 37   >>> 
2023-09-22 00:10:29,714:	[Wall TIME] >>> ChiefCoach.train takes 10.595388 seconds ...
2023-09-22 00:10:29,738:	[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.12679
2023-09-22 00:10:29,738:	[Coach] >>> VALID @Epoch: 38   >>> 
2023-09-22 00:10:29,739:	[Coach] >>> TEST  @Epoch: 38   >>> 
2023-09-22 00:10:40,628:	[Wall TIME] >>> ChiefCoach.train takes 10.889687 seconds ...
2023-09-22 00:10:40,653:	[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.12581
2023-09-22 00:10:40,654:	[Coach] >>> VALID @Epoch: 39   >>> 
2023-09-22 00:10:40,654:	[Coach] >>> TEST  @Epoch: 39   >>> 
2023-09-22 00:10:50,431:	[Wall TIME] >>> ChiefCoach.train takes 9.777494 seconds ...
2023-09-22 00:10:52,790:	[Wall TIME] >>> ChiefCoach.valid takes 2.333965 seconds ...
2023-09-22 00:10:52,790:	[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.12433
2023-09-22 00:10:52,790:	[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0116 || HITRATE@5 Avg: 0.0450 || HITRATE@10 Avg: 0.0778 || NDCG@5 Avg: 0.0281 || NDCG@10 Avg: 0.0386
2023-09-22 00:10:52,791:	[Coach] >>> TEST  @Epoch: 40   >>> 
2023-09-22 00:11:01,830:	[Wall TIME] >>> ChiefCoach.train takes 9.039327 seconds ...
2023-09-22 00:11:01,852:	[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.12308
2023-09-22 00:11:01,852:	[Coach] >>> VALID @Epoch: 41   >>> 
2023-09-22 00:11:01,852:	[Coach] >>> TEST  @Epoch: 41   >>> 
2023-09-22 00:11:11,654:	[Wall TIME] >>> ChiefCoach.train takes 9.800936 seconds ...
2023-09-22 00:11:11,678:	[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.12248
2023-09-22 00:11:11,679:	[Coach] >>> VALID @Epoch: 42   >>> 
2023-09-22 00:11:11,679:	[Coach] >>> TEST  @Epoch: 42   >>> 
2023-09-22 00:11:21,572:	[Wall TIME] >>> ChiefCoach.train takes 9.893649 seconds ...
2023-09-22 00:11:21,598:	[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.12133
2023-09-22 00:11:21,599:	[Coach] >>> VALID @Epoch: 43   >>> 
2023-09-22 00:11:21,599:	[Coach] >>> TEST  @Epoch: 43   >>> 
2023-09-22 00:11:31,595:	[Wall TIME] >>> ChiefCoach.train takes 9.996069 seconds ...
2023-09-22 00:11:31,620:	[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.11973
2023-09-22 00:11:31,621:	[Coach] >>> VALID @Epoch: 44   >>> 
2023-09-22 00:11:31,621:	[Coach] >>> TEST  @Epoch: 44   >>> 
2023-09-22 00:11:41,467:	[Wall TIME] >>> ChiefCoach.train takes 9.846096 seconds ...
2023-09-22 00:11:43,687:	[Wall TIME] >>> ChiefCoach.valid takes 2.195656 seconds ...
2023-09-22 00:11:43,687:	[Coach] >>> Better ***NDCG@10*** of ***0.0405*** 
2023-09-22 00:11:43,693:	[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.11908
2023-09-22 00:11:43,693:	[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0116 || HITRATE@5 Avg: 0.0470 || HITRATE@10 Avg: 0.0829 || NDCG@5 Avg: 0.0292 || NDCG@10 Avg: 0.0405
2023-09-22 00:11:43,693:	[Coach] >>> TEST  @Epoch: 45   >>> 
2023-09-22 00:11:53,337:	[Wall TIME] >>> ChiefCoach.train takes 9.643732 seconds ...
2023-09-22 00:11:53,361:	[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.11845
2023-09-22 00:11:53,361:	[Coach] >>> VALID @Epoch: 46   >>> 
2023-09-22 00:11:53,361:	[Coach] >>> TEST  @Epoch: 46   >>> 
2023-09-22 00:12:03,603:	[Wall TIME] >>> ChiefCoach.train takes 10.241793 seconds ...
2023-09-22 00:12:03,628:	[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.11713
2023-09-22 00:12:03,628:	[Coach] >>> VALID @Epoch: 47   >>> 
2023-09-22 00:12:03,628:	[Coach] >>> TEST  @Epoch: 47   >>> 
2023-09-22 00:12:13,591:	[Wall TIME] >>> ChiefCoach.train takes 9.962601 seconds ...
2023-09-22 00:12:13,616:	[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.11671
2023-09-22 00:12:13,616:	[Coach] >>> VALID @Epoch: 48   >>> 
2023-09-22 00:12:13,616:	[Coach] >>> TEST  @Epoch: 48   >>> 
2023-09-22 00:12:23,675:	[Wall TIME] >>> ChiefCoach.train takes 10.058279 seconds ...
2023-09-22 00:12:23,701:	[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.11547
2023-09-22 00:12:23,701:	[Coach] >>> VALID @Epoch: 49   >>> 
2023-09-22 00:12:23,701:	[Coach] >>> TEST  @Epoch: 49   >>> 
2023-09-22 00:12:33,169:	[Wall TIME] >>> ChiefCoach.train takes 9.467891 seconds ...
2023-09-22 00:12:35,329:	[Wall TIME] >>> ChiefCoach.valid takes 2.135308 seconds ...
2023-09-22 00:12:35,329:	[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.11485
2023-09-22 00:12:35,329:	[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0464 || HITRATE@10 Avg: 0.0833 || NDCG@5 Avg: 0.0287 || NDCG@10 Avg: 0.0405
2023-09-22 00:12:35,329:	[Coach] >>> TEST  @Epoch: 50   >>> 
2023-09-22 00:12:45,375:	[Wall TIME] >>> ChiefCoach.train takes 10.045287 seconds ...
2023-09-22 00:12:45,399:	[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.11431
2023-09-22 00:12:45,400:	[Coach] >>> VALID @Epoch: 51   >>> 
2023-09-22 00:12:45,400:	[Coach] >>> TEST  @Epoch: 51   >>> 
2023-09-22 00:12:54,960:	[Wall TIME] >>> ChiefCoach.train takes 9.560277 seconds ...
2023-09-22 00:12:54,985:	[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.11382
2023-09-22 00:12:54,985:	[Coach] >>> VALID @Epoch: 52   >>> 
2023-09-22 00:12:54,986:	[Coach] >>> TEST  @Epoch: 52   >>> 
2023-09-22 00:13:05,185:	[Wall TIME] >>> ChiefCoach.train takes 10.199716 seconds ...
2023-09-22 00:13:05,211:	[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.11325
2023-09-22 00:13:05,212:	[Coach] >>> VALID @Epoch: 53   >>> 
2023-09-22 00:13:05,212:	[Coach] >>> TEST  @Epoch: 53   >>> 
2023-09-22 00:13:15,086:	[Wall TIME] >>> ChiefCoach.train takes 9.874531 seconds ...
2023-09-22 00:13:15,115:	[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.11205
2023-09-22 00:13:15,115:	[Coach] >>> VALID @Epoch: 54   >>> 
2023-09-22 00:13:15,116:	[Coach] >>> TEST  @Epoch: 54   >>> 
2023-09-22 00:13:25,136:	[Wall TIME] >>> ChiefCoach.train takes 10.020062 seconds ...
2023-09-22 00:13:27,325:	[Wall TIME] >>> ChiefCoach.valid takes 2.156097 seconds ...
2023-09-22 00:13:27,325:	[Coach] >>> Better ***NDCG@10*** of ***0.0413*** 
2023-09-22 00:13:27,331:	[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.11147
2023-09-22 00:13:27,331:	[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0480 || HITRATE@10 Avg: 0.0849 || NDCG@5 Avg: 0.0295 || NDCG@10 Avg: 0.0413
2023-09-22 00:13:27,331:	[Coach] >>> TEST  @Epoch: 55   >>> 
2023-09-22 00:13:37,823:	[Wall TIME] >>> ChiefCoach.train takes 10.492072 seconds ...
2023-09-22 00:13:37,848:	[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.11076
2023-09-22 00:13:37,848:	[Coach] >>> VALID @Epoch: 56   >>> 
2023-09-22 00:13:37,848:	[Coach] >>> TEST  @Epoch: 56   >>> 
2023-09-22 00:13:49,424:	[Wall TIME] >>> ChiefCoach.train takes 11.575470 seconds ...
2023-09-22 00:13:49,451:	[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.11036
2023-09-22 00:13:49,451:	[Coach] >>> VALID @Epoch: 57   >>> 
2023-09-22 00:13:49,451:	[Coach] >>> TEST  @Epoch: 57   >>> 
2023-09-22 00:13:59,498:	[Wall TIME] >>> ChiefCoach.train takes 10.046693 seconds ...
2023-09-22 00:13:59,524:	[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.10929
2023-09-22 00:13:59,524:	[Coach] >>> VALID @Epoch: 58   >>> 
2023-09-22 00:13:59,524:	[Coach] >>> TEST  @Epoch: 58   >>> 
2023-09-22 00:14:10,398:	[Wall TIME] >>> ChiefCoach.train takes 10.873644 seconds ...
2023-09-22 00:14:10,423:	[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.10914
2023-09-22 00:14:10,423:	[Coach] >>> VALID @Epoch: 59   >>> 
2023-09-22 00:14:10,423:	[Coach] >>> TEST  @Epoch: 59   >>> 
2023-09-22 00:14:20,322:	[Wall TIME] >>> ChiefCoach.train takes 9.898386 seconds ...
2023-09-22 00:14:22,556:	[Wall TIME] >>> ChiefCoach.valid takes 2.209082 seconds ...
2023-09-22 00:14:22,556:	[Coach] >>> Better ***NDCG@10*** of ***0.0415*** 
2023-09-22 00:14:22,562:	[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.10819
2023-09-22 00:14:22,563:	[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0488 || HITRATE@10 Avg: 0.0854 || NDCG@5 Avg: 0.0297 || NDCG@10 Avg: 0.0415
2023-09-22 00:14:22,563:	[Coach] >>> TEST  @Epoch: 60   >>> 
2023-09-22 00:14:33,310:	[Wall TIME] >>> ChiefCoach.train takes 10.746908 seconds ...
2023-09-22 00:14:33,335:	[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.10751
2023-09-22 00:14:33,335:	[Coach] >>> VALID @Epoch: 61   >>> 
2023-09-22 00:14:33,335:	[Coach] >>> TEST  @Epoch: 61   >>> 
2023-09-22 00:14:43,094:	[Wall TIME] >>> ChiefCoach.train takes 9.759171 seconds ...
2023-09-22 00:14:43,122:	[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.10761
2023-09-22 00:14:43,122:	[Coach] >>> VALID @Epoch: 62   >>> 
2023-09-22 00:14:43,122:	[Coach] >>> TEST  @Epoch: 62   >>> 
2023-09-22 00:14:54,058:	[Wall TIME] >>> ChiefCoach.train takes 10.935328 seconds ...
2023-09-22 00:14:54,083:	[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.10676
2023-09-22 00:14:54,083:	[Coach] >>> VALID @Epoch: 63   >>> 
2023-09-22 00:14:54,083:	[Coach] >>> TEST  @Epoch: 63   >>> 
2023-09-22 00:15:03,951:	[Wall TIME] >>> ChiefCoach.train takes 9.868120 seconds ...
2023-09-22 00:15:03,975:	[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.10630
2023-09-22 00:15:03,975:	[Coach] >>> VALID @Epoch: 64   >>> 
2023-09-22 00:15:03,975:	[Coach] >>> TEST  @Epoch: 64   >>> 
2023-09-22 00:15:14,065:	[Wall TIME] >>> ChiefCoach.train takes 10.089556 seconds ...
2023-09-22 00:15:16,350:	[Wall TIME] >>> ChiefCoach.valid takes 2.261384 seconds ...
2023-09-22 00:15:16,351:	[Coach] >>> Better ***NDCG@10*** of ***0.0416*** 
2023-09-22 00:15:16,357:	[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.10581
2023-09-22 00:15:16,357:	[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0459 || HITRATE@10 Avg: 0.0858 || NDCG@5 Avg: 0.0287 || NDCG@10 Avg: 0.0416
2023-09-22 00:15:16,357:	[Coach] >>> TEST  @Epoch: 65   >>> 
2023-09-22 00:15:26,980:	[Wall TIME] >>> ChiefCoach.train takes 10.623384 seconds ...
2023-09-22 00:15:27,009:	[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.10527
2023-09-22 00:15:27,009:	[Coach] >>> VALID @Epoch: 66   >>> 
2023-09-22 00:15:27,009:	[Coach] >>> TEST  @Epoch: 66   >>> 
2023-09-22 00:15:37,046:	[Wall TIME] >>> ChiefCoach.train takes 10.036725 seconds ...
2023-09-22 00:15:37,069:	[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.10445
2023-09-22 00:15:37,069:	[Coach] >>> VALID @Epoch: 67   >>> 
2023-09-22 00:15:37,069:	[Coach] >>> TEST  @Epoch: 67   >>> 
2023-09-22 00:15:47,143:	[Wall TIME] >>> ChiefCoach.train takes 10.073339 seconds ...
2023-09-22 00:15:47,167:	[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.10381
2023-09-22 00:15:47,168:	[Coach] >>> VALID @Epoch: 68   >>> 
2023-09-22 00:15:47,168:	[Coach] >>> TEST  @Epoch: 68   >>> 
2023-09-22 00:15:57,361:	[Wall TIME] >>> ChiefCoach.train takes 10.193160 seconds ...
2023-09-22 00:15:57,390:	[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.10380
2023-09-22 00:15:57,390:	[Coach] >>> VALID @Epoch: 69   >>> 
2023-09-22 00:15:57,390:	[Coach] >>> TEST  @Epoch: 69   >>> 
2023-09-22 00:16:07,330:	[Wall TIME] >>> ChiefCoach.train takes 9.939190 seconds ...
2023-09-22 00:16:09,630:	[Wall TIME] >>> ChiefCoach.valid takes 2.277395 seconds ...
2023-09-22 00:16:09,631:	[Coach] >>> Better ***NDCG@10*** of ***0.0425*** 
2023-09-22 00:16:09,638:	[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.10305
2023-09-22 00:16:09,638:	[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0126 || HITRATE@5 Avg: 0.0488 || HITRATE@10 Avg: 0.0863 || NDCG@5 Avg: 0.0306 || NDCG@10 Avg: 0.0425
2023-09-22 00:16:09,639:	[Coach] >>> TEST  @Epoch: 70   >>> 
2023-09-22 00:16:21,198:	[Wall TIME] >>> ChiefCoach.train takes 11.559695 seconds ...
2023-09-22 00:16:21,224:	[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.10206
2023-09-22 00:16:21,225:	[Coach] >>> VALID @Epoch: 71   >>> 
2023-09-22 00:16:21,225:	[Coach] >>> TEST  @Epoch: 71   >>> 
2023-09-22 00:16:32,278:	[Wall TIME] >>> ChiefCoach.train takes 11.053088 seconds ...
2023-09-22 00:16:32,301:	[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.10205
2023-09-22 00:16:32,301:	[Coach] >>> VALID @Epoch: 72   >>> 
2023-09-22 00:16:32,301:	[Coach] >>> TEST  @Epoch: 72   >>> 
2023-09-22 00:16:43,092:	[Wall TIME] >>> ChiefCoach.train takes 10.790575 seconds ...
2023-09-22 00:16:43,116:	[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.10202
2023-09-22 00:16:43,117:	[Coach] >>> VALID @Epoch: 73   >>> 
2023-09-22 00:16:43,117:	[Coach] >>> TEST  @Epoch: 73   >>> 
2023-09-22 00:16:53,480:	[Wall TIME] >>> ChiefCoach.train takes 10.363066 seconds ...
2023-09-22 00:16:53,503:	[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.10127
2023-09-22 00:16:53,503:	[Coach] >>> VALID @Epoch: 74   >>> 
2023-09-22 00:16:53,503:	[Coach] >>> TEST  @Epoch: 74   >>> 
2023-09-22 00:17:04,809:	[Wall TIME] >>> ChiefCoach.train takes 11.305526 seconds ...
2023-09-22 00:17:06,957:	[Wall TIME] >>> ChiefCoach.valid takes 2.123834 seconds ...
2023-09-22 00:17:06,958:	[Coach] >>> Better ***NDCG@10*** of ***0.0426*** 
2023-09-22 00:17:06,968:	[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.10111
2023-09-22 00:17:06,968:	[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0508 || HITRATE@10 Avg: 0.0866 || NDCG@5 Avg: 0.0311 || NDCG@10 Avg: 0.0426
2023-09-22 00:17:06,968:	[Coach] >>> TEST  @Epoch: 75   >>> 
2023-09-22 00:17:17,471:	[Wall TIME] >>> ChiefCoach.train takes 10.502443 seconds ...
2023-09-22 00:17:17,494:	[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.10063
2023-09-22 00:17:17,494:	[Coach] >>> VALID @Epoch: 76   >>> 
2023-09-22 00:17:17,495:	[Coach] >>> TEST  @Epoch: 76   >>> 
2023-09-22 00:17:27,705:	[Wall TIME] >>> ChiefCoach.train takes 10.209982 seconds ...
2023-09-22 00:17:27,729:	[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.10102
2023-09-22 00:17:27,729:	[Coach] >>> VALID @Epoch: 77   >>> 
2023-09-22 00:17:27,729:	[Coach] >>> TEST  @Epoch: 77   >>> 
2023-09-22 00:17:38,213:	[Wall TIME] >>> ChiefCoach.train takes 10.484173 seconds ...
2023-09-22 00:17:38,238:	[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.09981
2023-09-22 00:17:38,238:	[Coach] >>> VALID @Epoch: 78   >>> 
2023-09-22 00:17:38,238:	[Coach] >>> TEST  @Epoch: 78   >>> 
2023-09-22 00:17:47,889:	[Wall TIME] >>> ChiefCoach.train takes 9.650977 seconds ...
2023-09-22 00:17:47,919:	[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.09964
2023-09-22 00:17:47,919:	[Coach] >>> VALID @Epoch: 79   >>> 
2023-09-22 00:17:47,919:	[Coach] >>> TEST  @Epoch: 79   >>> 
2023-09-22 00:17:57,543:	[Wall TIME] >>> ChiefCoach.train takes 9.623694 seconds ...
2023-09-22 00:17:59,798:	[Wall TIME] >>> ChiefCoach.valid takes 2.231827 seconds ...
2023-09-22 00:17:59,798:	[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.09868
2023-09-22 00:17:59,799:	[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0480 || HITRATE@10 Avg: 0.0858 || NDCG@5 Avg: 0.0295 || NDCG@10 Avg: 0.0416
2023-09-22 00:17:59,799:	[Coach] >>> TEST  @Epoch: 80   >>> 
2023-09-22 00:18:09,742:	[Wall TIME] >>> ChiefCoach.train takes 9.942689 seconds ...
2023-09-22 00:18:09,766:	[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.09822
2023-09-22 00:18:09,766:	[Coach] >>> VALID @Epoch: 81   >>> 
2023-09-22 00:18:09,766:	[Coach] >>> TEST  @Epoch: 81   >>> 
2023-09-22 00:18:20,119:	[Wall TIME] >>> ChiefCoach.train takes 10.353158 seconds ...
2023-09-22 00:18:20,148:	[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.09811
2023-09-22 00:18:20,148:	[Coach] >>> VALID @Epoch: 82   >>> 
2023-09-22 00:18:20,148:	[Coach] >>> TEST  @Epoch: 82   >>> 
2023-09-22 00:18:30,980:	[Wall TIME] >>> ChiefCoach.train takes 10.831014 seconds ...
2023-09-22 00:18:31,008:	[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.09821
2023-09-22 00:18:31,008:	[Coach] >>> VALID @Epoch: 83   >>> 
2023-09-22 00:18:31,008:	[Coach] >>> TEST  @Epoch: 83   >>> 
2023-09-22 00:18:40,675:	[Wall TIME] >>> ChiefCoach.train takes 9.666352 seconds ...
2023-09-22 00:18:40,700:	[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.09747
2023-09-22 00:18:40,700:	[Coach] >>> VALID @Epoch: 84   >>> 
2023-09-22 00:18:40,700:	[Coach] >>> TEST  @Epoch: 84   >>> 
2023-09-22 00:18:51,067:	[Wall TIME] >>> ChiefCoach.train takes 10.367226 seconds ...
2023-09-22 00:18:53,262:	[Wall TIME] >>> ChiefCoach.valid takes 2.171322 seconds ...
2023-09-22 00:18:53,263:	[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.09742
2023-09-22 00:18:53,263:	[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0485 || HITRATE@10 Avg: 0.0869 || NDCG@5 Avg: 0.0303 || NDCG@10 Avg: 0.0425
2023-09-22 00:18:53,263:	[Coach] >>> TEST  @Epoch: 85   >>> 
2023-09-22 00:19:03,419:	[Wall TIME] >>> ChiefCoach.train takes 10.156031 seconds ...
2023-09-22 00:19:03,445:	[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.09723
2023-09-22 00:19:03,446:	[Coach] >>> VALID @Epoch: 86   >>> 
2023-09-22 00:19:03,446:	[Coach] >>> TEST  @Epoch: 86   >>> 
2023-09-22 00:19:13,199:	[Wall TIME] >>> ChiefCoach.train takes 9.752755 seconds ...
2023-09-22 00:19:13,223:	[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.09716
2023-09-22 00:19:13,223:	[Coach] >>> VALID @Epoch: 87   >>> 
2023-09-22 00:19:13,223:	[Coach] >>> TEST  @Epoch: 87   >>> 
2023-09-22 00:19:23,406:	[Wall TIME] >>> ChiefCoach.train takes 10.182202 seconds ...
2023-09-22 00:19:23,430:	[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.09634
2023-09-22 00:19:23,430:	[Coach] >>> VALID @Epoch: 88   >>> 
2023-09-22 00:19:23,431:	[Coach] >>> TEST  @Epoch: 88   >>> 
2023-09-22 00:19:33,273:	[Wall TIME] >>> ChiefCoach.train takes 9.842192 seconds ...
2023-09-22 00:19:33,296:	[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.09594
2023-09-22 00:19:33,296:	[Coach] >>> VALID @Epoch: 89   >>> 
2023-09-22 00:19:33,296:	[Coach] >>> TEST  @Epoch: 89   >>> 
2023-09-22 00:19:43,364:	[Wall TIME] >>> ChiefCoach.train takes 10.067815 seconds ...
2023-09-22 00:19:45,554:	[Wall TIME] >>> ChiefCoach.valid takes 2.163193 seconds ...
2023-09-22 00:19:45,555:	[Coach] >>> Better ***NDCG@10*** of ***0.0428*** 
2023-09-22 00:19:45,560:	[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.09538
2023-09-22 00:19:45,561:	[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0483 || HITRATE@10 Avg: 0.0881 || NDCG@5 Avg: 0.0300 || NDCG@10 Avg: 0.0428
2023-09-22 00:19:45,561:	[Coach] >>> TEST  @Epoch: 90   >>> 
2023-09-22 00:19:56,236:	[Wall TIME] >>> ChiefCoach.train takes 10.675050 seconds ...
2023-09-22 00:19:56,265:	[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.09592
2023-09-22 00:19:56,265:	[Coach] >>> VALID @Epoch: 91   >>> 
2023-09-22 00:19:56,265:	[Coach] >>> TEST  @Epoch: 91   >>> 
2023-09-22 00:20:06,886:	[Wall TIME] >>> ChiefCoach.train takes 10.620867 seconds ...
2023-09-22 00:20:06,911:	[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.09560
2023-09-22 00:20:06,912:	[Coach] >>> VALID @Epoch: 92   >>> 
2023-09-22 00:20:06,912:	[Coach] >>> TEST  @Epoch: 92   >>> 
2023-09-22 00:20:17,716:	[Wall TIME] >>> ChiefCoach.train takes 10.804234 seconds ...
2023-09-22 00:20:17,740:	[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.09538
2023-09-22 00:20:17,740:	[Coach] >>> VALID @Epoch: 93   >>> 
2023-09-22 00:20:17,741:	[Coach] >>> TEST  @Epoch: 93   >>> 
2023-09-22 00:20:28,551:	[Wall TIME] >>> ChiefCoach.train takes 10.810678 seconds ...
2023-09-22 00:20:28,574:	[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.09485
2023-09-22 00:20:28,574:	[Coach] >>> VALID @Epoch: 94   >>> 
2023-09-22 00:20:28,574:	[Coach] >>> TEST  @Epoch: 94   >>> 
2023-09-22 00:20:38,519:	[Wall TIME] >>> ChiefCoach.train takes 9.944637 seconds ...
2023-09-22 00:20:40,706:	[Wall TIME] >>> ChiefCoach.valid takes 2.161974 seconds ...
2023-09-22 00:20:40,706:	[Coach] >>> Better ***NDCG@10*** of ***0.0437*** 
2023-09-22 00:20:40,712:	[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.09434
2023-09-22 00:20:40,712:	[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0498 || HITRATE@10 Avg: 0.0909 || NDCG@5 Avg: 0.0305 || NDCG@10 Avg: 0.0437
2023-09-22 00:20:40,712:	[Coach] >>> TEST  @Epoch: 95   >>> 
2023-09-22 00:20:50,266:	[Wall TIME] >>> ChiefCoach.train takes 9.552999 seconds ...
2023-09-22 00:20:50,290:	[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.09405
2023-09-22 00:20:50,290:	[Coach] >>> VALID @Epoch: 96   >>> 
2023-09-22 00:20:50,290:	[Coach] >>> TEST  @Epoch: 96   >>> 
2023-09-22 00:21:00,422:	[Wall TIME] >>> ChiefCoach.train takes 10.131473 seconds ...
2023-09-22 00:21:00,453:	[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.09397
2023-09-22 00:21:00,454:	[Coach] >>> VALID @Epoch: 97   >>> 
2023-09-22 00:21:00,454:	[Coach] >>> TEST  @Epoch: 97   >>> 
2023-09-22 00:21:10,376:	[Wall TIME] >>> ChiefCoach.train takes 9.922358 seconds ...
2023-09-22 00:21:10,399:	[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.09392
2023-09-22 00:21:10,399:	[Coach] >>> VALID @Epoch: 98   >>> 
2023-09-22 00:21:10,399:	[Coach] >>> TEST  @Epoch: 98   >>> 
2023-09-22 00:21:19,898:	[Wall TIME] >>> ChiefCoach.train takes 9.498941 seconds ...
2023-09-22 00:21:19,923:	[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.09355
2023-09-22 00:21:19,923:	[Coach] >>> VALID @Epoch: 99   >>> 
2023-09-22 00:21:19,923:	[Coach] >>> TEST  @Epoch: 99   >>> 
2023-09-22 00:21:30,899:	[Wall TIME] >>> ChiefCoach.train takes 10.975846 seconds ...
2023-09-22 00:21:33,076:	[Wall TIME] >>> ChiefCoach.valid takes 2.152315 seconds ...
2023-09-22 00:21:33,077:	[Coach] >>> Better ***NDCG@10*** of ***0.0449*** 
2023-09-22 00:21:33,083:	[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.09337
2023-09-22 00:21:33,083:	[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0131 || HITRATE@5 Avg: 0.0495 || HITRATE@10 Avg: 0.0919 || NDCG@5 Avg: 0.0312 || NDCG@10 Avg: 0.0449
2023-09-22 00:21:33,083:	[Coach] >>> TEST  @Epoch: 100  >>> 
2023-09-22 00:21:42,690:	[Wall TIME] >>> ChiefCoach.train takes 9.606854 seconds ...
2023-09-22 00:21:42,713:	[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.09313
2023-09-22 00:21:42,713:	[Coach] >>> VALID @Epoch: 101  >>> 
2023-09-22 00:21:42,713:	[Coach] >>> TEST  @Epoch: 101  >>> 
2023-09-22 00:21:53,428:	[Wall TIME] >>> ChiefCoach.train takes 10.714424 seconds ...
2023-09-22 00:21:53,453:	[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.09279
2023-09-22 00:21:53,453:	[Coach] >>> VALID @Epoch: 102  >>> 
2023-09-22 00:21:53,453:	[Coach] >>> TEST  @Epoch: 102  >>> 
2023-09-22 00:22:03,772:	[Wall TIME] >>> ChiefCoach.train takes 10.319118 seconds ...
2023-09-22 00:22:03,796:	[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.09271
2023-09-22 00:22:03,796:	[Coach] >>> VALID @Epoch: 103  >>> 
2023-09-22 00:22:03,796:	[Coach] >>> TEST  @Epoch: 103  >>> 
2023-09-22 00:22:14,746:	[Wall TIME] >>> ChiefCoach.train takes 10.950304 seconds ...
2023-09-22 00:22:14,769:	[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.09268
2023-09-22 00:22:14,770:	[Coach] >>> VALID @Epoch: 104  >>> 
2023-09-22 00:22:14,770:	[Coach] >>> TEST  @Epoch: 104  >>> 
2023-09-22 00:22:24,696:	[Wall TIME] >>> ChiefCoach.train takes 9.926603 seconds ...
2023-09-22 00:22:26,835:	[Wall TIME] >>> ChiefCoach.valid takes 2.114110 seconds ...
2023-09-22 00:22:26,835:	[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.09237
2023-09-22 00:22:26,835:	[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0134 || HITRATE@5 Avg: 0.0526 || HITRATE@10 Avg: 0.0896 || NDCG@5 Avg: 0.0326 || NDCG@10 Avg: 0.0444
2023-09-22 00:22:26,836:	[Coach] >>> TEST  @Epoch: 105  >>> 
2023-09-22 00:22:36,177:	[Wall TIME] >>> ChiefCoach.train takes 9.341103 seconds ...
2023-09-22 00:22:36,202:	[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.09205
2023-09-22 00:22:36,202:	[Coach] >>> VALID @Epoch: 106  >>> 
2023-09-22 00:22:36,202:	[Coach] >>> TEST  @Epoch: 106  >>> 
2023-09-22 00:22:45,928:	[Wall TIME] >>> ChiefCoach.train takes 9.725564 seconds ...
2023-09-22 00:22:45,952:	[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.09151
2023-09-22 00:22:45,952:	[Coach] >>> VALID @Epoch: 107  >>> 
2023-09-22 00:22:45,952:	[Coach] >>> TEST  @Epoch: 107  >>> 
2023-09-22 00:22:56,370:	[Wall TIME] >>> ChiefCoach.train takes 10.417557 seconds ...
2023-09-22 00:22:56,393:	[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.09153
2023-09-22 00:22:56,393:	[Coach] >>> VALID @Epoch: 108  >>> 
2023-09-22 00:22:56,393:	[Coach] >>> TEST  @Epoch: 108  >>> 
2023-09-22 00:23:06,307:	[Wall TIME] >>> ChiefCoach.train takes 9.913538 seconds ...
2023-09-22 00:23:06,331:	[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.09152
2023-09-22 00:23:06,331:	[Coach] >>> VALID @Epoch: 109  >>> 
2023-09-22 00:23:06,331:	[Coach] >>> TEST  @Epoch: 109  >>> 
2023-09-22 00:23:16,162:	[Wall TIME] >>> ChiefCoach.train takes 9.830868 seconds ...
2023-09-22 00:23:18,428:	[Wall TIME] >>> ChiefCoach.valid takes 2.240592 seconds ...
2023-09-22 00:23:18,428:	[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.09103
2023-09-22 00:23:18,428:	[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0129 || HITRATE@5 Avg: 0.0507 || HITRATE@10 Avg: 0.0901 || NDCG@5 Avg: 0.0314 || NDCG@10 Avg: 0.0439
2023-09-22 00:23:18,428:	[Coach] >>> TEST  @Epoch: 110  >>> 
2023-09-22 00:23:28,357:	[Wall TIME] >>> ChiefCoach.train takes 9.928529 seconds ...
2023-09-22 00:23:28,381:	[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.09125
2023-09-22 00:23:28,381:	[Coach] >>> VALID @Epoch: 111  >>> 
2023-09-22 00:23:28,381:	[Coach] >>> TEST  @Epoch: 111  >>> 
2023-09-22 00:23:38,712:	[Wall TIME] >>> ChiefCoach.train takes 10.330431 seconds ...
2023-09-22 00:23:38,738:	[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.09079
2023-09-22 00:23:38,738:	[Coach] >>> VALID @Epoch: 112  >>> 
2023-09-22 00:23:38,738:	[Coach] >>> TEST  @Epoch: 112  >>> 
2023-09-22 00:23:49,590:	[Wall TIME] >>> ChiefCoach.train takes 10.851271 seconds ...
2023-09-22 00:23:49,613:	[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.09073
2023-09-22 00:23:49,614:	[Coach] >>> VALID @Epoch: 113  >>> 
2023-09-22 00:23:49,614:	[Coach] >>> TEST  @Epoch: 113  >>> 
2023-09-22 00:24:00,143:	[Wall TIME] >>> ChiefCoach.train takes 10.528661 seconds ...
2023-09-22 00:24:00,167:	[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.09072
2023-09-22 00:24:00,168:	[Coach] >>> VALID @Epoch: 114  >>> 
2023-09-22 00:24:00,168:	[Coach] >>> TEST  @Epoch: 114  >>> 
2023-09-22 00:24:10,765:	[Wall TIME] >>> ChiefCoach.train takes 10.596847 seconds ...
2023-09-22 00:24:12,925:	[Wall TIME] >>> ChiefCoach.valid takes 2.130403 seconds ...
2023-09-22 00:24:12,925:	[Coach] >>> Better ***NDCG@10*** of ***0.0455*** 
2023-09-22 00:24:12,931:	[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.09032
2023-09-22 00:24:12,931:	[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0127 || HITRATE@5 Avg: 0.0502 || HITRATE@10 Avg: 0.0947 || NDCG@5 Avg: 0.0313 || NDCG@10 Avg: 0.0455
2023-09-22 00:24:12,931:	[Coach] >>> TEST  @Epoch: 115  >>> 
2023-09-22 00:24:23,117:	[Wall TIME] >>> ChiefCoach.train takes 10.185533 seconds ...
2023-09-22 00:24:23,141:	[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.08975
2023-09-22 00:24:23,141:	[Coach] >>> VALID @Epoch: 116  >>> 
2023-09-22 00:24:23,141:	[Coach] >>> TEST  @Epoch: 116  >>> 
2023-09-22 00:24:33,013:	[Wall TIME] >>> ChiefCoach.train takes 9.871851 seconds ...
2023-09-22 00:24:33,038:	[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.09005
2023-09-22 00:24:33,038:	[Coach] >>> VALID @Epoch: 117  >>> 
2023-09-22 00:24:33,038:	[Coach] >>> TEST  @Epoch: 117  >>> 
2023-09-22 00:24:43,087:	[Wall TIME] >>> ChiefCoach.train takes 10.048646 seconds ...
2023-09-22 00:24:43,110:	[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.09001
2023-09-22 00:24:43,111:	[Coach] >>> VALID @Epoch: 118  >>> 
2023-09-22 00:24:43,111:	[Coach] >>> TEST  @Epoch: 118  >>> 
2023-09-22 00:24:53,150:	[Wall TIME] >>> ChiefCoach.train takes 10.038812 seconds ...
2023-09-22 00:24:53,175:	[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.08965
2023-09-22 00:24:53,176:	[Coach] >>> VALID @Epoch: 119  >>> 
2023-09-22 00:24:53,176:	[Coach] >>> TEST  @Epoch: 119  >>> 
2023-09-22 00:25:03,175:	[Wall TIME] >>> ChiefCoach.train takes 9.998833 seconds ...
2023-09-22 00:25:05,440:	[Wall TIME] >>> ChiefCoach.valid takes 2.240459 seconds ...
2023-09-22 00:25:05,441:	[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.08944
2023-09-22 00:25:05,441:	[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0131 || HITRATE@5 Avg: 0.0515 || HITRATE@10 Avg: 0.0911 || NDCG@5 Avg: 0.0321 || NDCG@10 Avg: 0.0447
2023-09-22 00:25:05,441:	[Coach] >>> TEST  @Epoch: 120  >>> 
2023-09-22 00:25:15,508:	[Wall TIME] >>> ChiefCoach.train takes 10.066918 seconds ...
2023-09-22 00:25:15,536:	[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.08897
2023-09-22 00:25:15,536:	[Coach] >>> VALID @Epoch: 121  >>> 
2023-09-22 00:25:15,536:	[Coach] >>> TEST  @Epoch: 121  >>> 
2023-09-22 00:25:25,608:	[Wall TIME] >>> ChiefCoach.train takes 10.071012 seconds ...
2023-09-22 00:25:25,637:	[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.08953
2023-09-22 00:25:25,637:	[Coach] >>> VALID @Epoch: 122  >>> 
2023-09-22 00:25:25,637:	[Coach] >>> TEST  @Epoch: 122  >>> 
2023-09-22 00:25:34,971:	[Wall TIME] >>> ChiefCoach.train takes 9.333905 seconds ...
2023-09-22 00:25:34,994:	[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.08934
2023-09-22 00:25:34,994:	[Coach] >>> VALID @Epoch: 123  >>> 
2023-09-22 00:25:34,994:	[Coach] >>> TEST  @Epoch: 123  >>> 
2023-09-22 00:25:44,900:	[Wall TIME] >>> ChiefCoach.train takes 9.905531 seconds ...
2023-09-22 00:25:44,927:	[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.08866
2023-09-22 00:25:44,927:	[Coach] >>> VALID @Epoch: 124  >>> 
2023-09-22 00:25:44,928:	[Coach] >>> TEST  @Epoch: 124  >>> 
2023-09-22 00:25:55,387:	[Wall TIME] >>> ChiefCoach.train takes 10.458824 seconds ...
2023-09-22 00:25:57,641:	[Wall TIME] >>> ChiefCoach.valid takes 2.219337 seconds ...
2023-09-22 00:25:57,642:	[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.08883
2023-09-22 00:25:57,642:	[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0132 || HITRATE@5 Avg: 0.0500 || HITRATE@10 Avg: 0.0897 || NDCG@5 Avg: 0.0316 || NDCG@10 Avg: 0.0443
2023-09-22 00:25:57,642:	[Coach] >>> TEST  @Epoch: 125  >>> 
2023-09-22 00:26:08,195:	[Wall TIME] >>> ChiefCoach.train takes 10.552398 seconds ...
2023-09-22 00:26:08,218:	[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.08868
2023-09-22 00:26:08,219:	[Coach] >>> VALID @Epoch: 126  >>> 
2023-09-22 00:26:08,219:	[Coach] >>> TEST  @Epoch: 126  >>> 
2023-09-22 00:26:18,266:	[Wall TIME] >>> ChiefCoach.train takes 10.047564 seconds ...
2023-09-22 00:26:18,291:	[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.08823
2023-09-22 00:26:18,291:	[Coach] >>> VALID @Epoch: 127  >>> 
2023-09-22 00:26:18,291:	[Coach] >>> TEST  @Epoch: 127  >>> 
2023-09-22 00:26:28,125:	[Wall TIME] >>> ChiefCoach.train takes 9.833247 seconds ...
2023-09-22 00:26:28,154:	[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.08848
2023-09-22 00:26:28,154:	[Coach] >>> VALID @Epoch: 128  >>> 
2023-09-22 00:26:28,154:	[Coach] >>> TEST  @Epoch: 128  >>> 
2023-09-22 00:26:38,189:	[Wall TIME] >>> ChiefCoach.train takes 10.034226 seconds ...
2023-09-22 00:26:38,212:	[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.08783
2023-09-22 00:26:38,212:	[Coach] >>> VALID @Epoch: 129  >>> 
2023-09-22 00:26:38,212:	[Coach] >>> TEST  @Epoch: 129  >>> 
2023-09-22 00:26:47,831:	[Wall TIME] >>> ChiefCoach.train takes 9.618266 seconds ...
2023-09-22 00:26:50,028:	[Wall TIME] >>> ChiefCoach.valid takes 2.173974 seconds ...
2023-09-22 00:26:50,028:	[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.08800
2023-09-22 00:26:50,028:	[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0136 || HITRATE@5 Avg: 0.0498 || HITRATE@10 Avg: 0.0904 || NDCG@5 Avg: 0.0319 || NDCG@10 Avg: 0.0448
2023-09-22 00:26:50,028:	[Coach] >>> TEST  @Epoch: 130  >>> 
2023-09-22 00:27:01,109:	[Wall TIME] >>> ChiefCoach.train takes 11.080255 seconds ...
2023-09-22 00:27:01,138:	[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.08734
2023-09-22 00:27:01,138:	[Coach] >>> VALID @Epoch: 131  >>> 
2023-09-22 00:27:01,138:	[Coach] >>> TEST  @Epoch: 131  >>> 
2023-09-22 00:27:12,056:	[Wall TIME] >>> ChiefCoach.train takes 10.918511 seconds ...
2023-09-22 00:27:12,080:	[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.08787
2023-09-22 00:27:12,080:	[Coach] >>> VALID @Epoch: 132  >>> 
2023-09-22 00:27:12,080:	[Coach] >>> TEST  @Epoch: 132  >>> 
2023-09-22 00:27:23,171:	[Wall TIME] >>> ChiefCoach.train takes 11.090319 seconds ...
2023-09-22 00:27:23,195:	[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.08782
2023-09-22 00:27:23,195:	[Coach] >>> VALID @Epoch: 133  >>> 
2023-09-22 00:27:23,196:	[Coach] >>> TEST  @Epoch: 133  >>> 
2023-09-22 00:27:34,600:	[Wall TIME] >>> ChiefCoach.train takes 11.403790 seconds ...
2023-09-22 00:27:34,625:	[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.08729
2023-09-22 00:27:34,625:	[Coach] >>> VALID @Epoch: 134  >>> 
2023-09-22 00:27:34,625:	[Coach] >>> TEST  @Epoch: 134  >>> 
2023-09-22 00:27:45,039:	[Wall TIME] >>> ChiefCoach.train takes 10.413257 seconds ...
2023-09-22 00:27:47,276:	[Wall TIME] >>> ChiefCoach.valid takes 2.213385 seconds ...
2023-09-22 00:27:47,276:	[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.08721
2023-09-22 00:27:47,277:	[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0137 || HITRATE@5 Avg: 0.0513 || HITRATE@10 Avg: 0.0932 || NDCG@5 Avg: 0.0320 || NDCG@10 Avg: 0.0453
2023-09-22 00:27:47,277:	[Coach] >>> TEST  @Epoch: 135  >>> 
2023-09-22 00:27:57,995:	[Wall TIME] >>> ChiefCoach.train takes 10.718598 seconds ...
2023-09-22 00:27:58,022:	[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.08754
2023-09-22 00:27:58,022:	[Coach] >>> VALID @Epoch: 136  >>> 
2023-09-22 00:27:58,022:	[Coach] >>> TEST  @Epoch: 136  >>> 
2023-09-22 00:28:08,490:	[Wall TIME] >>> ChiefCoach.train takes 10.467646 seconds ...
2023-09-22 00:28:08,513:	[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.08757
2023-09-22 00:28:08,513:	[Coach] >>> VALID @Epoch: 137  >>> 
2023-09-22 00:28:08,513:	[Coach] >>> TEST  @Epoch: 137  >>> 
2023-09-22 00:28:18,819:	[Wall TIME] >>> ChiefCoach.train takes 10.305002 seconds ...
2023-09-22 00:28:18,842:	[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.08651
2023-09-22 00:28:18,842:	[Coach] >>> VALID @Epoch: 138  >>> 
2023-09-22 00:28:18,842:	[Coach] >>> TEST  @Epoch: 138  >>> 
2023-09-22 00:28:29,531:	[Wall TIME] >>> ChiefCoach.train takes 10.688182 seconds ...
2023-09-22 00:28:29,556:	[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.08732
2023-09-22 00:28:29,556:	[Coach] >>> VALID @Epoch: 139  >>> 
2023-09-22 00:28:29,556:	[Coach] >>> TEST  @Epoch: 139  >>> 
2023-09-22 00:28:40,382:	[Wall TIME] >>> ChiefCoach.train takes 10.825539 seconds ...
2023-09-22 00:28:42,625:	[Wall TIME] >>> ChiefCoach.valid takes 2.215976 seconds ...
2023-09-22 00:28:42,625:	[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.08681
2023-09-22 00:28:42,625:	[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0134 || HITRATE@5 Avg: 0.0513 || HITRATE@10 Avg: 0.0917 || NDCG@5 Avg: 0.0324 || NDCG@10 Avg: 0.0453
2023-09-22 00:28:42,625:	[Coach] >>> TEST  @Epoch: 140  >>> 
2023-09-22 00:28:52,971:	[Wall TIME] >>> ChiefCoach.train takes 10.345784 seconds ...
2023-09-22 00:28:52,995:	[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.08693
2023-09-22 00:28:52,996:	[Coach] >>> VALID @Epoch: 141  >>> 
2023-09-22 00:28:52,996:	[Coach] >>> TEST  @Epoch: 141  >>> 
2023-09-22 00:29:02,823:	[Wall TIME] >>> ChiefCoach.train takes 9.826697 seconds ...
2023-09-22 00:29:02,848:	[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.08620
2023-09-22 00:29:02,848:	[Coach] >>> VALID @Epoch: 142  >>> 
2023-09-22 00:29:02,848:	[Coach] >>> TEST  @Epoch: 142  >>> 
2023-09-22 00:29:13,071:	[Wall TIME] >>> ChiefCoach.train takes 10.222848 seconds ...
2023-09-22 00:29:13,096:	[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.08658
2023-09-22 00:29:13,096:	[Coach] >>> VALID @Epoch: 143  >>> 
2023-09-22 00:29:13,097:	[Coach] >>> TEST  @Epoch: 143  >>> 
2023-09-22 00:29:23,381:	[Wall TIME] >>> ChiefCoach.train takes 10.283944 seconds ...
2023-09-22 00:29:23,404:	[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.08631
2023-09-22 00:29:23,404:	[Coach] >>> VALID @Epoch: 144  >>> 
2023-09-22 00:29:23,404:	[Coach] >>> TEST  @Epoch: 144  >>> 
2023-09-22 00:29:33,076:	[Wall TIME] >>> ChiefCoach.train takes 9.671756 seconds ...
2023-09-22 00:29:35,341:	[Wall TIME] >>> ChiefCoach.valid takes 2.240873 seconds ...
2023-09-22 00:29:35,341:	[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.08627
2023-09-22 00:29:35,341:	[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0517 || HITRATE@10 Avg: 0.0904 || NDCG@5 Avg: 0.0331 || NDCG@10 Avg: 0.0455
2023-09-22 00:29:35,341:	[Coach] >>> TEST  @Epoch: 145  >>> 
2023-09-22 00:29:46,233:	[Wall TIME] >>> ChiefCoach.train takes 10.891403 seconds ...
2023-09-22 00:29:46,258:	[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.08611
2023-09-22 00:29:46,258:	[Coach] >>> VALID @Epoch: 146  >>> 
2023-09-22 00:29:46,259:	[Coach] >>> TEST  @Epoch: 146  >>> 
2023-09-22 00:29:56,589:	[Wall TIME] >>> ChiefCoach.train takes 10.330688 seconds ...
2023-09-22 00:29:56,616:	[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.08625
2023-09-22 00:29:56,616:	[Coach] >>> VALID @Epoch: 147  >>> 
2023-09-22 00:29:56,616:	[Coach] >>> TEST  @Epoch: 147  >>> 
2023-09-22 00:30:07,243:	[Wall TIME] >>> ChiefCoach.train takes 10.626026 seconds ...
2023-09-22 00:30:07,266:	[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.08613
2023-09-22 00:30:07,266:	[Coach] >>> VALID @Epoch: 148  >>> 
2023-09-22 00:30:07,266:	[Coach] >>> TEST  @Epoch: 148  >>> 
2023-09-22 00:30:17,492:	[Wall TIME] >>> ChiefCoach.train takes 10.226044 seconds ...
2023-09-22 00:30:17,519:	[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.08603
2023-09-22 00:30:17,519:	[Coach] >>> VALID @Epoch: 149  >>> 
2023-09-22 00:30:17,519:	[Coach] >>> TEST  @Epoch: 149  >>> 
2023-09-22 00:30:28,019:	[Wall TIME] >>> ChiefCoach.train takes 10.499329 seconds ...
2023-09-22 00:30:30,260:	[Wall TIME] >>> ChiefCoach.valid takes 2.217879 seconds ...
2023-09-22 00:30:30,260:	[Coach] >>> Better ***NDCG@10*** of ***0.0459*** 
2023-09-22 00:30:30,266:	[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.08587
2023-09-22 00:30:30,266:	[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0505 || HITRATE@10 Avg: 0.0935 || NDCG@5 Avg: 0.0322 || NDCG@10 Avg: 0.0459
2023-09-22 00:30:30,267:	[Coach] >>> TEST  @Epoch: 150  >>> 
2023-09-22 00:30:40,116:	[Wall TIME] >>> ChiefCoach.train takes 9.849149 seconds ...
2023-09-22 00:30:40,140:	[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.08578
2023-09-22 00:30:40,141:	[Coach] >>> VALID @Epoch: 151  >>> 
2023-09-22 00:30:40,141:	[Coach] >>> TEST  @Epoch: 151  >>> 
2023-09-22 00:30:51,526:	[Wall TIME] >>> ChiefCoach.train takes 11.384623 seconds ...
2023-09-22 00:30:51,550:	[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.08538
2023-09-22 00:30:51,551:	[Coach] >>> VALID @Epoch: 152  >>> 
2023-09-22 00:30:51,551:	[Coach] >>> TEST  @Epoch: 152  >>> 
2023-09-22 00:31:02,051:	[Wall TIME] >>> ChiefCoach.train takes 10.499899 seconds ...
2023-09-22 00:31:02,080:	[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.08528
2023-09-22 00:31:02,080:	[Coach] >>> VALID @Epoch: 153  >>> 
2023-09-22 00:31:02,080:	[Coach] >>> TEST  @Epoch: 153  >>> 
2023-09-22 00:31:12,224:	[Wall TIME] >>> ChiefCoach.train takes 10.143599 seconds ...
2023-09-22 00:31:12,249:	[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.08555
2023-09-22 00:31:12,249:	[Coach] >>> VALID @Epoch: 154  >>> 
2023-09-22 00:31:12,249:	[Coach] >>> TEST  @Epoch: 154  >>> 
2023-09-22 00:31:22,516:	[Wall TIME] >>> ChiefCoach.train takes 10.266406 seconds ...
2023-09-22 00:31:24,683:	[Wall TIME] >>> ChiefCoach.valid takes 2.144154 seconds ...
2023-09-22 00:31:24,684:	[Coach] >>> Better ***NDCG@10*** of ***0.0462*** 
2023-09-22 00:31:24,690:	[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.08499
2023-09-22 00:31:24,690:	[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0523 || HITRATE@10 Avg: 0.0927 || NDCG@5 Avg: 0.0333 || NDCG@10 Avg: 0.0462
2023-09-22 00:31:24,690:	[Coach] >>> TEST  @Epoch: 155  >>> 
2023-09-22 00:31:34,961:	[Wall TIME] >>> ChiefCoach.train takes 10.271337 seconds ...
2023-09-22 00:31:34,986:	[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.08568
2023-09-22 00:31:34,987:	[Coach] >>> VALID @Epoch: 156  >>> 
2023-09-22 00:31:34,987:	[Coach] >>> TEST  @Epoch: 156  >>> 
2023-09-22 00:31:44,977:	[Wall TIME] >>> ChiefCoach.train takes 9.989730 seconds ...
2023-09-22 00:31:45,011:	[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.08537
2023-09-22 00:31:45,012:	[Coach] >>> VALID @Epoch: 157  >>> 
2023-09-22 00:31:45,012:	[Coach] >>> TEST  @Epoch: 157  >>> 
2023-09-22 00:31:55,250:	[Wall TIME] >>> ChiefCoach.train takes 10.238028 seconds ...
2023-09-22 00:31:55,284:	[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.08517
2023-09-22 00:31:55,284:	[Coach] >>> VALID @Epoch: 158  >>> 
2023-09-22 00:31:55,284:	[Coach] >>> TEST  @Epoch: 158  >>> 
2023-09-22 00:32:05,165:	[Wall TIME] >>> ChiefCoach.train takes 9.880338 seconds ...
2023-09-22 00:32:05,190:	[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.08483
2023-09-22 00:32:05,190:	[Coach] >>> VALID @Epoch: 159  >>> 
2023-09-22 00:32:05,190:	[Coach] >>> TEST  @Epoch: 159  >>> 
2023-09-22 00:32:15,097:	[Wall TIME] >>> ChiefCoach.train takes 9.907117 seconds ...
2023-09-22 00:32:17,319:	[Wall TIME] >>> ChiefCoach.valid takes 2.197096 seconds ...
2023-09-22 00:32:17,319:	[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.08520
2023-09-22 00:32:17,319:	[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0512 || HITRATE@10 Avg: 0.0906 || NDCG@5 Avg: 0.0332 || NDCG@10 Avg: 0.0458
2023-09-22 00:32:17,319:	[Coach] >>> TEST  @Epoch: 160  >>> 
2023-09-22 00:32:27,478:	[Wall TIME] >>> ChiefCoach.train takes 10.157955 seconds ...
2023-09-22 00:32:27,502:	[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.08523
2023-09-22 00:32:27,502:	[Coach] >>> VALID @Epoch: 161  >>> 
2023-09-22 00:32:27,502:	[Coach] >>> TEST  @Epoch: 161  >>> 
2023-09-22 00:32:38,155:	[Wall TIME] >>> ChiefCoach.train takes 10.652701 seconds ...
2023-09-22 00:32:38,181:	[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.08451
2023-09-22 00:32:38,181:	[Coach] >>> VALID @Epoch: 162  >>> 
2023-09-22 00:32:38,181:	[Coach] >>> TEST  @Epoch: 162  >>> 
2023-09-22 00:32:48,365:	[Wall TIME] >>> ChiefCoach.train takes 10.183692 seconds ...
2023-09-22 00:32:48,387:	[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.08512
2023-09-22 00:32:48,387:	[Coach] >>> VALID @Epoch: 163  >>> 
2023-09-22 00:32:48,387:	[Coach] >>> TEST  @Epoch: 163  >>> 
2023-09-22 00:32:58,129:	[Wall TIME] >>> ChiefCoach.train takes 9.741931 seconds ...
2023-09-22 00:32:58,154:	[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.08507
2023-09-22 00:32:58,154:	[Coach] >>> VALID @Epoch: 164  >>> 
2023-09-22 00:32:58,154:	[Coach] >>> TEST  @Epoch: 164  >>> 
2023-09-22 00:33:08,168:	[Wall TIME] >>> ChiefCoach.train takes 10.013689 seconds ...
2023-09-22 00:33:10,548:	[Wall TIME] >>> ChiefCoach.valid takes 2.348169 seconds ...
2023-09-22 00:33:10,548:	[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.08475
2023-09-22 00:33:10,549:	[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0132 || HITRATE@5 Avg: 0.0507 || HITRATE@10 Avg: 0.0911 || NDCG@5 Avg: 0.0321 || NDCG@10 Avg: 0.0450
2023-09-22 00:33:10,549:	[Coach] >>> TEST  @Epoch: 165  >>> 
2023-09-22 00:33:20,081:	[Wall TIME] >>> ChiefCoach.train takes 9.532340 seconds ...
2023-09-22 00:33:20,105:	[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.08442
2023-09-22 00:33:20,105:	[Coach] >>> VALID @Epoch: 166  >>> 
2023-09-22 00:33:20,105:	[Coach] >>> TEST  @Epoch: 166  >>> 
2023-09-22 00:33:29,733:	[Wall TIME] >>> ChiefCoach.train takes 9.627679 seconds ...
2023-09-22 00:33:29,758:	[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.08415
2023-09-22 00:33:29,758:	[Coach] >>> VALID @Epoch: 167  >>> 
2023-09-22 00:33:29,758:	[Coach] >>> TEST  @Epoch: 167  >>> 
2023-09-22 00:33:39,830:	[Wall TIME] >>> ChiefCoach.train takes 10.072066 seconds ...
2023-09-22 00:33:39,862:	[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.08358
2023-09-22 00:33:39,862:	[Coach] >>> VALID @Epoch: 168  >>> 
2023-09-22 00:33:39,862:	[Coach] >>> TEST  @Epoch: 168  >>> 
2023-09-22 00:33:49,866:	[Wall TIME] >>> ChiefCoach.train takes 10.003714 seconds ...
2023-09-22 00:33:49,893:	[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.08398
2023-09-22 00:33:49,893:	[Coach] >>> VALID @Epoch: 169  >>> 
2023-09-22 00:33:49,893:	[Coach] >>> TEST  @Epoch: 169  >>> 
2023-09-22 00:33:59,797:	[Wall TIME] >>> ChiefCoach.train takes 9.903309 seconds ...
2023-09-22 00:34:02,049:	[Wall TIME] >>> ChiefCoach.valid takes 2.228695 seconds ...
2023-09-22 00:34:02,049:	[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.08425
2023-09-22 00:34:02,049:	[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0134 || HITRATE@5 Avg: 0.0531 || HITRATE@10 Avg: 0.0917 || NDCG@5 Avg: 0.0333 || NDCG@10 Avg: 0.0456
2023-09-22 00:34:02,049:	[Coach] >>> TEST  @Epoch: 170  >>> 
2023-09-22 00:34:11,844:	[Wall TIME] >>> ChiefCoach.train takes 9.793865 seconds ...
2023-09-22 00:34:11,880:	[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.08444
2023-09-22 00:34:11,880:	[Coach] >>> VALID @Epoch: 171  >>> 
2023-09-22 00:34:11,880:	[Coach] >>> TEST  @Epoch: 171  >>> 
2023-09-22 00:34:21,367:	[Wall TIME] >>> ChiefCoach.train takes 9.486694 seconds ...
2023-09-22 00:34:21,391:	[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.08384
2023-09-22 00:34:21,391:	[Coach] >>> VALID @Epoch: 172  >>> 
2023-09-22 00:34:21,391:	[Coach] >>> TEST  @Epoch: 172  >>> 
2023-09-22 00:34:31,272:	[Wall TIME] >>> ChiefCoach.train takes 9.880847 seconds ...
2023-09-22 00:34:31,296:	[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.08422
2023-09-22 00:34:31,297:	[Coach] >>> VALID @Epoch: 173  >>> 
2023-09-22 00:34:31,297:	[Coach] >>> TEST  @Epoch: 173  >>> 
2023-09-22 00:34:41,754:	[Wall TIME] >>> ChiefCoach.train takes 10.457277 seconds ...
2023-09-22 00:34:41,778:	[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.08426
2023-09-22 00:34:41,778:	[Coach] >>> VALID @Epoch: 174  >>> 
2023-09-22 00:34:41,778:	[Coach] >>> TEST  @Epoch: 174  >>> 
2023-09-22 00:34:52,044:	[Wall TIME] >>> ChiefCoach.train takes 10.265447 seconds ...
2023-09-22 00:34:54,309:	[Wall TIME] >>> ChiefCoach.valid takes 2.230285 seconds ...
2023-09-22 00:34:54,310:	[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.08359
2023-09-22 00:34:54,310:	[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0136 || HITRATE@5 Avg: 0.0510 || HITRATE@10 Avg: 0.0932 || NDCG@5 Avg: 0.0322 || NDCG@10 Avg: 0.0457
2023-09-22 00:34:54,310:	[Coach] >>> TEST  @Epoch: 175  >>> 
2023-09-22 00:35:04,709:	[Wall TIME] >>> ChiefCoach.train takes 10.399256 seconds ...
2023-09-22 00:35:04,734:	[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.08367
2023-09-22 00:35:04,734:	[Coach] >>> VALID @Epoch: 176  >>> 
2023-09-22 00:35:04,734:	[Coach] >>> TEST  @Epoch: 176  >>> 
2023-09-22 00:35:14,557:	[Wall TIME] >>> ChiefCoach.train takes 9.822516 seconds ...
2023-09-22 00:35:14,581:	[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.08368
2023-09-22 00:35:14,582:	[Coach] >>> VALID @Epoch: 177  >>> 
2023-09-22 00:35:14,582:	[Coach] >>> TEST  @Epoch: 177  >>> 
2023-09-22 00:35:25,097:	[Wall TIME] >>> ChiefCoach.train takes 10.514906 seconds ...
2023-09-22 00:35:25,120:	[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.08414
2023-09-22 00:35:25,120:	[Coach] >>> VALID @Epoch: 178  >>> 
2023-09-22 00:35:25,120:	[Coach] >>> TEST  @Epoch: 178  >>> 
2023-09-22 00:35:34,828:	[Wall TIME] >>> ChiefCoach.train takes 9.707387 seconds ...
2023-09-22 00:35:34,852:	[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.08331
2023-09-22 00:35:34,852:	[Coach] >>> VALID @Epoch: 179  >>> 
2023-09-22 00:35:34,852:	[Coach] >>> TEST  @Epoch: 179  >>> 
2023-09-22 00:35:45,448:	[Wall TIME] >>> ChiefCoach.train takes 10.595299 seconds ...
2023-09-22 00:35:47,612:	[Wall TIME] >>> ChiefCoach.valid takes 2.141360 seconds ...
2023-09-22 00:35:47,613:	[Coach] >>> Better ***NDCG@10*** of ***0.0466*** 
2023-09-22 00:35:47,622:	[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.08373
2023-09-22 00:35:47,622:	[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0507 || HITRATE@10 Avg: 0.0942 || NDCG@5 Avg: 0.0327 || NDCG@10 Avg: 0.0466
2023-09-22 00:35:47,623:	[Coach] >>> TEST  @Epoch: 180  >>> 
2023-09-22 00:35:57,647:	[Wall TIME] >>> ChiefCoach.train takes 10.023895 seconds ...
2023-09-22 00:35:57,675:	[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.08347
2023-09-22 00:35:57,676:	[Coach] >>> VALID @Epoch: 181  >>> 
2023-09-22 00:35:57,676:	[Coach] >>> TEST  @Epoch: 181  >>> 
2023-09-22 00:36:07,863:	[Wall TIME] >>> ChiefCoach.train takes 10.186591 seconds ...
2023-09-22 00:36:07,898:	[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.08346
2023-09-22 00:36:07,899:	[Coach] >>> VALID @Epoch: 182  >>> 
2023-09-22 00:36:07,899:	[Coach] >>> TEST  @Epoch: 182  >>> 
2023-09-22 00:36:18,550:	[Wall TIME] >>> ChiefCoach.train takes 10.651218 seconds ...
2023-09-22 00:36:18,575:	[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.08352
2023-09-22 00:36:18,576:	[Coach] >>> VALID @Epoch: 183  >>> 
2023-09-22 00:36:18,576:	[Coach] >>> TEST  @Epoch: 183  >>> 
2023-09-22 00:36:28,520:	[Wall TIME] >>> ChiefCoach.train takes 9.943972 seconds ...
2023-09-22 00:36:28,543:	[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.08305
2023-09-22 00:36:28,543:	[Coach] >>> VALID @Epoch: 184  >>> 
2023-09-22 00:36:28,543:	[Coach] >>> TEST  @Epoch: 184  >>> 
2023-09-22 00:36:38,220:	[Wall TIME] >>> ChiefCoach.train takes 9.676752 seconds ...
2023-09-22 00:36:40,440:	[Wall TIME] >>> ChiefCoach.valid takes 2.191647 seconds ...
2023-09-22 00:36:40,441:	[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.08334
2023-09-22 00:36:40,441:	[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0508 || HITRATE@10 Avg: 0.0944 || NDCG@5 Avg: 0.0322 || NDCG@10 Avg: 0.0461
2023-09-22 00:36:40,441:	[Coach] >>> TEST  @Epoch: 185  >>> 
2023-09-22 00:36:51,503:	[Wall TIME] >>> ChiefCoach.train takes 11.061700 seconds ...
2023-09-22 00:36:51,528:	[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.08333
2023-09-22 00:36:51,528:	[Coach] >>> VALID @Epoch: 186  >>> 
2023-09-22 00:36:51,528:	[Coach] >>> TEST  @Epoch: 186  >>> 
2023-09-22 00:37:02,334:	[Wall TIME] >>> ChiefCoach.train takes 10.805638 seconds ...
2023-09-22 00:37:02,359:	[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.08315
2023-09-22 00:37:02,359:	[Coach] >>> VALID @Epoch: 187  >>> 
2023-09-22 00:37:02,360:	[Coach] >>> TEST  @Epoch: 187  >>> 
2023-09-22 00:37:13,297:	[Wall TIME] >>> ChiefCoach.train takes 10.937705 seconds ...
2023-09-22 00:37:13,322:	[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.08315
2023-09-22 00:37:13,322:	[Coach] >>> VALID @Epoch: 188  >>> 
2023-09-22 00:37:13,322:	[Coach] >>> TEST  @Epoch: 188  >>> 
2023-09-22 00:37:24,409:	[Wall TIME] >>> ChiefCoach.train takes 11.086020 seconds ...
2023-09-22 00:37:24,433:	[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.08289
2023-09-22 00:37:24,433:	[Coach] >>> VALID @Epoch: 189  >>> 
2023-09-22 00:37:24,434:	[Coach] >>> TEST  @Epoch: 189  >>> 
2023-09-22 00:37:34,555:	[Wall TIME] >>> ChiefCoach.train takes 10.120650 seconds ...
2023-09-22 00:37:36,819:	[Wall TIME] >>> ChiefCoach.valid takes 2.240672 seconds ...
2023-09-22 00:37:36,820:	[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.08310
2023-09-22 00:37:36,820:	[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0526 || HITRATE@10 Avg: 0.0940 || NDCG@5 Avg: 0.0331 || NDCG@10 Avg: 0.0465
2023-09-22 00:37:36,820:	[Coach] >>> TEST  @Epoch: 190  >>> 
2023-09-22 00:37:46,706:	[Wall TIME] >>> ChiefCoach.train takes 9.885771 seconds ...
2023-09-22 00:37:46,731:	[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.08287
2023-09-22 00:37:46,731:	[Coach] >>> VALID @Epoch: 191  >>> 
2023-09-22 00:37:46,731:	[Coach] >>> TEST  @Epoch: 191  >>> 
2023-09-22 00:37:56,694:	[Wall TIME] >>> ChiefCoach.train takes 9.962315 seconds ...
2023-09-22 00:37:56,720:	[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.08295
2023-09-22 00:37:56,721:	[Coach] >>> VALID @Epoch: 192  >>> 
2023-09-22 00:37:56,721:	[Coach] >>> TEST  @Epoch: 192  >>> 
2023-09-22 00:38:06,838:	[Wall TIME] >>> ChiefCoach.train takes 10.117478 seconds ...
2023-09-22 00:38:06,865:	[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.08279
2023-09-22 00:38:06,865:	[Coach] >>> VALID @Epoch: 193  >>> 
2023-09-22 00:38:06,865:	[Coach] >>> TEST  @Epoch: 193  >>> 
2023-09-22 00:38:17,308:	[Wall TIME] >>> ChiefCoach.train takes 10.442821 seconds ...
2023-09-22 00:38:17,333:	[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.08281
2023-09-22 00:38:17,333:	[Coach] >>> VALID @Epoch: 194  >>> 
2023-09-22 00:38:17,333:	[Coach] >>> TEST  @Epoch: 194  >>> 
2023-09-22 00:38:27,352:	[Wall TIME] >>> ChiefCoach.train takes 10.018609 seconds ...
2023-09-22 00:38:29,599:	[Wall TIME] >>> ChiefCoach.valid takes 2.223385 seconds ...
2023-09-22 00:38:29,599:	[Coach] >>> Better ***NDCG@10*** of ***0.0470*** 
2023-09-22 00:38:29,605:	[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.08265
2023-09-22 00:38:29,605:	[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0526 || HITRATE@10 Avg: 0.0957 || NDCG@5 Avg: 0.0333 || NDCG@10 Avg: 0.0470
2023-09-22 00:38:29,605:	[Coach] >>> TEST  @Epoch: 195  >>> 
2023-09-22 00:38:39,645:	[Wall TIME] >>> ChiefCoach.train takes 10.039781 seconds ...
2023-09-22 00:38:39,676:	[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.08234
2023-09-22 00:38:39,677:	[Coach] >>> VALID @Epoch: 196  >>> 
2023-09-22 00:38:39,677:	[Coach] >>> TEST  @Epoch: 196  >>> 
2023-09-22 00:38:50,083:	[Wall TIME] >>> ChiefCoach.train takes 10.406027 seconds ...
2023-09-22 00:38:50,107:	[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.08321
2023-09-22 00:38:50,107:	[Coach] >>> VALID @Epoch: 197  >>> 
2023-09-22 00:38:50,107:	[Coach] >>> TEST  @Epoch: 197  >>> 
2023-09-22 00:39:00,997:	[Wall TIME] >>> ChiefCoach.train takes 10.889387 seconds ...
2023-09-22 00:39:01,021:	[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.08258
2023-09-22 00:39:01,021:	[Coach] >>> VALID @Epoch: 198  >>> 
2023-09-22 00:39:01,021:	[Coach] >>> TEST  @Epoch: 198  >>> 
2023-09-22 00:39:11,364:	[Wall TIME] >>> ChiefCoach.train takes 10.342199 seconds ...
2023-09-22 00:39:11,387:	[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.08258
2023-09-22 00:39:11,388:	[Coach] >>> VALID @Epoch: 199  >>> 
2023-09-22 00:39:11,388:	[Coach] >>> TEST  @Epoch: 199  >>> 
2023-09-22 00:39:21,850:	[Wall TIME] >>> ChiefCoach.train takes 10.462154 seconds ...
2023-09-22 00:39:24,161:	[Wall TIME] >>> ChiefCoach.valid takes 2.286088 seconds ...
2023-09-22 00:39:24,161:	[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.08257
2023-09-22 00:39:24,161:	[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0161 || HITRATE@5 Avg: 0.0531 || HITRATE@10 Avg: 0.0921 || NDCG@5 Avg: 0.0344 || NDCG@10 Avg: 0.0469
2023-09-22 00:39:24,161:	[Coach] >>> TEST  @Epoch: 200  >>> 
2023-09-22 00:39:35,004:	[Wall TIME] >>> ChiefCoach.train takes 10.842359 seconds ...
2023-09-22 00:39:35,029:	[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.08241
2023-09-22 00:39:35,029:	[Coach] >>> VALID @Epoch: 201  >>> 
2023-09-22 00:39:35,029:	[Coach] >>> TEST  @Epoch: 201  >>> 
2023-09-22 00:39:45,907:	[Wall TIME] >>> ChiefCoach.train takes 10.877812 seconds ...
2023-09-22 00:39:45,931:	[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.08213
2023-09-22 00:39:45,931:	[Coach] >>> VALID @Epoch: 202  >>> 
2023-09-22 00:39:45,931:	[Coach] >>> TEST  @Epoch: 202  >>> 
2023-09-22 00:39:56,457:	[Wall TIME] >>> ChiefCoach.train takes 10.525461 seconds ...
2023-09-22 00:39:56,480:	[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.08290
2023-09-22 00:39:56,481:	[Coach] >>> VALID @Epoch: 203  >>> 
2023-09-22 00:39:56,481:	[Coach] >>> TEST  @Epoch: 203  >>> 
2023-09-22 00:40:06,864:	[Wall TIME] >>> ChiefCoach.train takes 10.382974 seconds ...
2023-09-22 00:40:06,895:	[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.08228
2023-09-22 00:40:06,895:	[Coach] >>> VALID @Epoch: 204  >>> 
2023-09-22 00:40:06,895:	[Coach] >>> TEST  @Epoch: 204  >>> 
2023-09-22 00:40:16,932:	[Wall TIME] >>> ChiefCoach.train takes 10.036075 seconds ...
2023-09-22 00:40:19,207:	[Wall TIME] >>> ChiefCoach.valid takes 2.251568 seconds ...
2023-09-22 00:40:19,207:	[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.08214
2023-09-22 00:40:19,207:	[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0515 || HITRATE@10 Avg: 0.0932 || NDCG@5 Avg: 0.0333 || NDCG@10 Avg: 0.0466
2023-09-22 00:40:19,207:	[Coach] >>> TEST  @Epoch: 205  >>> 
2023-09-22 00:40:29,561:	[Wall TIME] >>> ChiefCoach.train takes 10.353147 seconds ...
2023-09-22 00:40:29,598:	[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.08241
2023-09-22 00:40:29,598:	[Coach] >>> VALID @Epoch: 206  >>> 
2023-09-22 00:40:29,598:	[Coach] >>> TEST  @Epoch: 206  >>> 
2023-09-22 00:40:39,932:	[Wall TIME] >>> ChiefCoach.train takes 10.333554 seconds ...
2023-09-22 00:40:39,955:	[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.08213
2023-09-22 00:40:39,955:	[Coach] >>> VALID @Epoch: 207  >>> 
2023-09-22 00:40:39,955:	[Coach] >>> TEST  @Epoch: 207  >>> 
2023-09-22 00:40:50,122:	[Wall TIME] >>> ChiefCoach.train takes 10.166981 seconds ...
2023-09-22 00:40:50,146:	[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.08236
2023-09-22 00:40:50,146:	[Coach] >>> VALID @Epoch: 208  >>> 
2023-09-22 00:40:50,146:	[Coach] >>> TEST  @Epoch: 208  >>> 
2023-09-22 00:41:00,800:	[Wall TIME] >>> ChiefCoach.train takes 10.653910 seconds ...
2023-09-22 00:41:00,830:	[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.08203
2023-09-22 00:41:00,830:	[Coach] >>> VALID @Epoch: 209  >>> 
2023-09-22 00:41:00,830:	[Coach] >>> TEST  @Epoch: 209  >>> 
2023-09-22 00:41:11,852:	[Wall TIME] >>> ChiefCoach.train takes 11.021310 seconds ...
2023-09-22 00:41:14,161:	[Wall TIME] >>> ChiefCoach.valid takes 2.284668 seconds ...
2023-09-22 00:41:14,162:	[Coach] >>> Better ***NDCG@10*** of ***0.0480*** 
2023-09-22 00:41:14,170:	[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.08209
2023-09-22 00:41:14,170:	[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0545 || HITRATE@10 Avg: 0.0950 || NDCG@5 Avg: 0.0349 || NDCG@10 Avg: 0.0480
2023-09-22 00:41:14,170:	[Coach] >>> TEST  @Epoch: 210  >>> 
2023-09-22 00:41:24,766:	[Wall TIME] >>> ChiefCoach.train takes 10.595848 seconds ...
2023-09-22 00:41:24,790:	[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.08192
2023-09-22 00:41:24,790:	[Coach] >>> VALID @Epoch: 211  >>> 
2023-09-22 00:41:24,790:	[Coach] >>> TEST  @Epoch: 211  >>> 
2023-09-22 00:41:34,206:	[Wall TIME] >>> ChiefCoach.train takes 9.415865 seconds ...
2023-09-22 00:41:34,229:	[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.08222
2023-09-22 00:41:34,229:	[Coach] >>> VALID @Epoch: 212  >>> 
2023-09-22 00:41:34,230:	[Coach] >>> TEST  @Epoch: 212  >>> 
2023-09-22 00:41:44,433:	[Wall TIME] >>> ChiefCoach.train takes 10.203653 seconds ...
2023-09-22 00:41:44,459:	[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.08185
2023-09-22 00:41:44,460:	[Coach] >>> VALID @Epoch: 213  >>> 
2023-09-22 00:41:44,460:	[Coach] >>> TEST  @Epoch: 213  >>> 
2023-09-22 00:41:54,806:	[Wall TIME] >>> ChiefCoach.train takes 10.345893 seconds ...
2023-09-22 00:41:54,831:	[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.08228
2023-09-22 00:41:54,831:	[Coach] >>> VALID @Epoch: 214  >>> 
2023-09-22 00:41:54,831:	[Coach] >>> TEST  @Epoch: 214  >>> 
2023-09-22 00:42:05,845:	[Wall TIME] >>> ChiefCoach.train takes 11.013852 seconds ...
2023-09-22 00:42:08,179:	[Wall TIME] >>> ChiefCoach.valid takes 2.303335 seconds ...
2023-09-22 00:42:08,180:	[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.08200
2023-09-22 00:42:08,180:	[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0533 || HITRATE@10 Avg: 0.0917 || NDCG@5 Avg: 0.0337 || NDCG@10 Avg: 0.0461
2023-09-22 00:42:08,180:	[Coach] >>> TEST  @Epoch: 215  >>> 
2023-09-22 00:42:18,814:	[Wall TIME] >>> ChiefCoach.train takes 10.633625 seconds ...
2023-09-22 00:42:18,839:	[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.08208
2023-09-22 00:42:18,839:	[Coach] >>> VALID @Epoch: 216  >>> 
2023-09-22 00:42:18,839:	[Coach] >>> TEST  @Epoch: 216  >>> 
2023-09-22 00:42:29,281:	[Wall TIME] >>> ChiefCoach.train takes 10.441440 seconds ...
2023-09-22 00:42:29,306:	[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.08174
2023-09-22 00:42:29,306:	[Coach] >>> VALID @Epoch: 217  >>> 
2023-09-22 00:42:29,306:	[Coach] >>> TEST  @Epoch: 217  >>> 
2023-09-22 00:42:39,638:	[Wall TIME] >>> ChiefCoach.train takes 10.332106 seconds ...
2023-09-22 00:42:39,663:	[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.08171
2023-09-22 00:42:39,663:	[Coach] >>> VALID @Epoch: 218  >>> 
2023-09-22 00:42:39,663:	[Coach] >>> TEST  @Epoch: 218  >>> 
2023-09-22 00:42:51,037:	[Wall TIME] >>> ChiefCoach.train takes 11.373437 seconds ...
2023-09-22 00:42:51,060:	[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.08167
2023-09-22 00:42:51,060:	[Coach] >>> VALID @Epoch: 219  >>> 
2023-09-22 00:42:51,060:	[Coach] >>> TEST  @Epoch: 219  >>> 
2023-09-22 00:43:01,918:	[Wall TIME] >>> ChiefCoach.train takes 10.857214 seconds ...
2023-09-22 00:43:04,095:	[Wall TIME] >>> ChiefCoach.valid takes 2.152038 seconds ...
2023-09-22 00:43:04,096:	[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.08175
2023-09-22 00:43:04,096:	[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0526 || HITRATE@10 Avg: 0.0919 || NDCG@5 Avg: 0.0336 || NDCG@10 Avg: 0.0462
2023-09-22 00:43:04,096:	[Coach] >>> TEST  @Epoch: 220  >>> 
2023-09-22 00:43:14,307:	[Wall TIME] >>> ChiefCoach.train takes 10.211234 seconds ...
2023-09-22 00:43:14,330:	[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.08205
2023-09-22 00:43:14,330:	[Coach] >>> VALID @Epoch: 221  >>> 
2023-09-22 00:43:14,330:	[Coach] >>> TEST  @Epoch: 221  >>> 
2023-09-22 00:43:24,580:	[Wall TIME] >>> ChiefCoach.train takes 10.249575 seconds ...
2023-09-22 00:43:24,604:	[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.08170
2023-09-22 00:43:24,605:	[Coach] >>> VALID @Epoch: 222  >>> 
2023-09-22 00:43:24,605:	[Coach] >>> TEST  @Epoch: 222  >>> 
2023-09-22 00:43:34,774:	[Wall TIME] >>> ChiefCoach.train takes 10.169112 seconds ...
2023-09-22 00:43:34,803:	[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.08164
2023-09-22 00:43:34,803:	[Coach] >>> VALID @Epoch: 223  >>> 
2023-09-22 00:43:34,803:	[Coach] >>> TEST  @Epoch: 223  >>> 
2023-09-22 00:43:44,788:	[Wall TIME] >>> ChiefCoach.train takes 9.984832 seconds ...
2023-09-22 00:43:44,813:	[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.08177
2023-09-22 00:43:44,813:	[Coach] >>> VALID @Epoch: 224  >>> 
2023-09-22 00:43:44,813:	[Coach] >>> TEST  @Epoch: 224  >>> 
2023-09-22 00:43:54,644:	[Wall TIME] >>> ChiefCoach.train takes 9.830561 seconds ...
2023-09-22 00:43:56,889:	[Wall TIME] >>> ChiefCoach.valid takes 2.219107 seconds ...
2023-09-22 00:43:56,889:	[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.08161
2023-09-22 00:43:56,889:	[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0522 || HITRATE@10 Avg: 0.0940 || NDCG@5 Avg: 0.0337 || NDCG@10 Avg: 0.0471
2023-09-22 00:43:56,890:	[Coach] >>> TEST  @Epoch: 225  >>> 
2023-09-22 00:44:07,349:	[Wall TIME] >>> ChiefCoach.train takes 10.458990 seconds ...
2023-09-22 00:44:07,379:	[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.08154
2023-09-22 00:44:07,380:	[Coach] >>> VALID @Epoch: 226  >>> 
2023-09-22 00:44:07,380:	[Coach] >>> TEST  @Epoch: 226  >>> 
2023-09-22 00:44:18,330:	[Wall TIME] >>> ChiefCoach.train takes 10.950194 seconds ...
2023-09-22 00:44:18,367:	[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.08159
2023-09-22 00:44:18,367:	[Coach] >>> VALID @Epoch: 227  >>> 
2023-09-22 00:44:18,367:	[Coach] >>> TEST  @Epoch: 227  >>> 
2023-09-22 00:44:28,732:	[Wall TIME] >>> ChiefCoach.train takes 10.364254 seconds ...
2023-09-22 00:44:28,758:	[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.08163
2023-09-22 00:44:28,758:	[Coach] >>> VALID @Epoch: 228  >>> 
2023-09-22 00:44:28,758:	[Coach] >>> TEST  @Epoch: 228  >>> 
2023-09-22 00:44:39,280:	[Wall TIME] >>> ChiefCoach.train takes 10.521449 seconds ...
2023-09-22 00:44:39,305:	[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.08140
2023-09-22 00:44:39,305:	[Coach] >>> VALID @Epoch: 229  >>> 
2023-09-22 00:44:39,305:	[Coach] >>> TEST  @Epoch: 229  >>> 
2023-09-22 00:44:49,665:	[Wall TIME] >>> ChiefCoach.train takes 10.359395 seconds ...
2023-09-22 00:44:52,048:	[Wall TIME] >>> ChiefCoach.valid takes 2.350491 seconds ...
2023-09-22 00:44:52,048:	[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.08155
2023-09-22 00:44:52,048:	[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0560 || HITRATE@10 Avg: 0.0929 || NDCG@5 Avg: 0.0351 || NDCG@10 Avg: 0.0469
2023-09-22 00:44:52,048:	[Coach] >>> TEST  @Epoch: 230  >>> 
2023-09-22 00:45:02,457:	[Wall TIME] >>> ChiefCoach.train takes 10.408461 seconds ...
2023-09-22 00:45:02,486:	[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.08157
2023-09-22 00:45:02,486:	[Coach] >>> VALID @Epoch: 231  >>> 
2023-09-22 00:45:02,486:	[Coach] >>> TEST  @Epoch: 231  >>> 
2023-09-22 00:45:13,247:	[Wall TIME] >>> ChiefCoach.train takes 10.760531 seconds ...
2023-09-22 00:45:13,282:	[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.08125
2023-09-22 00:45:13,282:	[Coach] >>> VALID @Epoch: 232  >>> 
2023-09-22 00:45:13,282:	[Coach] >>> TEST  @Epoch: 232  >>> 
2023-09-22 00:45:24,208:	[Wall TIME] >>> ChiefCoach.train takes 10.925980 seconds ...
2023-09-22 00:45:24,244:	[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.08114
2023-09-22 00:45:24,244:	[Coach] >>> VALID @Epoch: 233  >>> 
2023-09-22 00:45:24,245:	[Coach] >>> TEST  @Epoch: 233  >>> 
2023-09-22 00:45:34,746:	[Wall TIME] >>> ChiefCoach.train takes 10.501380 seconds ...
2023-09-22 00:45:34,771:	[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.08173
2023-09-22 00:45:34,771:	[Coach] >>> VALID @Epoch: 234  >>> 
2023-09-22 00:45:34,771:	[Coach] >>> TEST  @Epoch: 234  >>> 
2023-09-22 00:45:44,568:	[Wall TIME] >>> ChiefCoach.train takes 9.796874 seconds ...
2023-09-22 00:45:46,826:	[Wall TIME] >>> ChiefCoach.valid takes 2.233475 seconds ...
2023-09-22 00:45:46,827:	[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.08112
2023-09-22 00:45:46,827:	[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0528 || HITRATE@10 Avg: 0.0929 || NDCG@5 Avg: 0.0343 || NDCG@10 Avg: 0.0471
2023-09-22 00:45:46,827:	[Coach] >>> TEST  @Epoch: 235  >>> 
2023-09-22 00:45:56,801:	[Wall TIME] >>> ChiefCoach.train takes 9.973482 seconds ...
2023-09-22 00:45:56,831:	[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.08112
2023-09-22 00:45:56,831:	[Coach] >>> VALID @Epoch: 236  >>> 
2023-09-22 00:45:56,831:	[Coach] >>> TEST  @Epoch: 236  >>> 
2023-09-22 00:46:06,228:	[Wall TIME] >>> ChiefCoach.train takes 9.396437 seconds ...
2023-09-22 00:46:06,261:	[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.08114
2023-09-22 00:46:06,261:	[Coach] >>> VALID @Epoch: 237  >>> 
2023-09-22 00:46:06,261:	[Coach] >>> TEST  @Epoch: 237  >>> 
2023-09-22 00:46:15,763:	[Wall TIME] >>> ChiefCoach.train takes 9.502048 seconds ...
2023-09-22 00:46:15,788:	[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.08101
2023-09-22 00:46:15,788:	[Coach] >>> VALID @Epoch: 238  >>> 
2023-09-22 00:46:15,788:	[Coach] >>> TEST  @Epoch: 238  >>> 
2023-09-22 00:46:25,981:	[Wall TIME] >>> ChiefCoach.train takes 10.192964 seconds ...
2023-09-22 00:46:26,016:	[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.08189
2023-09-22 00:46:26,016:	[Coach] >>> VALID @Epoch: 239  >>> 
2023-09-22 00:46:26,016:	[Coach] >>> TEST  @Epoch: 239  >>> 
2023-09-22 00:46:36,136:	[Wall TIME] >>> ChiefCoach.train takes 10.119796 seconds ...
2023-09-22 00:46:38,364:	[Wall TIME] >>> ChiefCoach.valid takes 2.202589 seconds ...
2023-09-22 00:46:38,364:	[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.08113
2023-09-22 00:46:38,364:	[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0518 || HITRATE@10 Avg: 0.0942 || NDCG@5 Avg: 0.0328 || NDCG@10 Avg: 0.0464
2023-09-22 00:46:38,364:	[Coach] >>> TEST  @Epoch: 240  >>> 
2023-09-22 00:46:48,988:	[Wall TIME] >>> ChiefCoach.train takes 10.623065 seconds ...
2023-09-22 00:46:49,025:	[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.08115
2023-09-22 00:46:49,025:	[Coach] >>> VALID @Epoch: 241  >>> 
2023-09-22 00:46:49,025:	[Coach] >>> TEST  @Epoch: 241  >>> 
2023-09-22 00:46:58,599:	[Wall TIME] >>> ChiefCoach.train takes 9.573861 seconds ...
2023-09-22 00:46:58,623:	[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.08103
2023-09-22 00:46:58,624:	[Coach] >>> VALID @Epoch: 242  >>> 
2023-09-22 00:46:58,624:	[Coach] >>> TEST  @Epoch: 242  >>> 
2023-09-22 00:47:08,337:	[Wall TIME] >>> ChiefCoach.train takes 9.713650 seconds ...
2023-09-22 00:47:08,362:	[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.08126
2023-09-22 00:47:08,362:	[Coach] >>> VALID @Epoch: 243  >>> 
2023-09-22 00:47:08,362:	[Coach] >>> TEST  @Epoch: 243  >>> 
2023-09-22 00:47:18,130:	[Wall TIME] >>> ChiefCoach.train takes 9.767062 seconds ...
2023-09-22 00:47:18,156:	[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.08075
2023-09-22 00:47:18,156:	[Coach] >>> VALID @Epoch: 244  >>> 
2023-09-22 00:47:18,156:	[Coach] >>> TEST  @Epoch: 244  >>> 
2023-09-22 00:47:27,837:	[Wall TIME] >>> ChiefCoach.train takes 9.681100 seconds ...
2023-09-22 00:47:29,976:	[Wall TIME] >>> ChiefCoach.valid takes 2.105742 seconds ...
2023-09-22 00:47:29,977:	[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.08113
2023-09-22 00:47:29,977:	[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0536 || HITRATE@10 Avg: 0.0939 || NDCG@5 Avg: 0.0338 || NDCG@10 Avg: 0.0467
2023-09-22 00:47:29,977:	[Coach] >>> TEST  @Epoch: 245  >>> 
2023-09-22 00:47:40,792:	[Wall TIME] >>> ChiefCoach.train takes 10.814822 seconds ...
2023-09-22 00:47:40,828:	[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.08134
2023-09-22 00:47:40,828:	[Coach] >>> VALID @Epoch: 246  >>> 
2023-09-22 00:47:40,828:	[Coach] >>> TEST  @Epoch: 246  >>> 
2023-09-22 00:47:50,617:	[Wall TIME] >>> ChiefCoach.train takes 9.788796 seconds ...
2023-09-22 00:47:50,642:	[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.08070
2023-09-22 00:47:50,642:	[Coach] >>> VALID @Epoch: 247  >>> 
2023-09-22 00:47:50,642:	[Coach] >>> TEST  @Epoch: 247  >>> 
2023-09-22 00:48:00,918:	[Wall TIME] >>> ChiefCoach.train takes 10.276115 seconds ...
2023-09-22 00:48:00,943:	[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.08109
2023-09-22 00:48:00,943:	[Coach] >>> VALID @Epoch: 248  >>> 
2023-09-22 00:48:00,943:	[Coach] >>> TEST  @Epoch: 248  >>> 
2023-09-22 00:48:11,452:	[Wall TIME] >>> ChiefCoach.train takes 10.509035 seconds ...
2023-09-22 00:48:11,476:	[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.08099
2023-09-22 00:48:11,476:	[Coach] >>> VALID @Epoch: 249  >>> 
2023-09-22 00:48:11,477:	[Coach] >>> TEST  @Epoch: 249  >>> 
2023-09-22 00:48:21,792:	[Wall TIME] >>> ChiefCoach.train takes 10.314843 seconds ...
2023-09-22 00:48:23,943:	[Wall TIME] >>> ChiefCoach.valid takes 2.127917 seconds ...
2023-09-22 00:48:23,943:	[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.08111
2023-09-22 00:48:23,943:	[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0541 || HITRATE@10 Avg: 0.0955 || NDCG@5 Avg: 0.0339 || NDCG@10 Avg: 0.0472
2023-09-22 00:48:23,943:	[Coach] >>> TEST  @Epoch: 250  >>> 
2023-09-22 00:48:33,618:	[Wall TIME] >>> ChiefCoach.train takes 9.674616 seconds ...
2023-09-22 00:48:33,643:	[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.08093
2023-09-22 00:48:33,643:	[Coach] >>> VALID @Epoch: 251  >>> 
2023-09-22 00:48:33,643:	[Coach] >>> TEST  @Epoch: 251  >>> 
2023-09-22 00:48:43,589:	[Wall TIME] >>> ChiefCoach.train takes 9.945445 seconds ...
2023-09-22 00:48:43,615:	[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.08138
2023-09-22 00:48:43,615:	[Coach] >>> VALID @Epoch: 252  >>> 
2023-09-22 00:48:43,615:	[Coach] >>> TEST  @Epoch: 252  >>> 
2023-09-22 00:48:54,258:	[Wall TIME] >>> ChiefCoach.train takes 10.642612 seconds ...
2023-09-22 00:48:54,282:	[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.08122
2023-09-22 00:48:54,282:	[Coach] >>> VALID @Epoch: 253  >>> 
2023-09-22 00:48:54,282:	[Coach] >>> TEST  @Epoch: 253  >>> 
2023-09-22 00:49:03,334:	[Wall TIME] >>> ChiefCoach.train takes 9.051773 seconds ...
2023-09-22 00:49:03,360:	[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.08079
2023-09-22 00:49:03,360:	[Coach] >>> VALID @Epoch: 254  >>> 
2023-09-22 00:49:03,360:	[Coach] >>> TEST  @Epoch: 254  >>> 
2023-09-22 00:49:12,654:	[Wall TIME] >>> ChiefCoach.train takes 9.294095 seconds ...
2023-09-22 00:49:14,858:	[Wall TIME] >>> ChiefCoach.valid takes 2.178409 seconds ...
2023-09-22 00:49:14,858:	[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.08080
2023-09-22 00:49:14,859:	[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0136 || HITRATE@5 Avg: 0.0531 || HITRATE@10 Avg: 0.0927 || NDCG@5 Avg: 0.0334 || NDCG@10 Avg: 0.0461
2023-09-22 00:49:14,859:	[Coach] >>> TEST  @Epoch: 255  >>> 
2023-09-22 00:49:26,109:	[Wall TIME] >>> ChiefCoach.train takes 11.250229 seconds ...
2023-09-22 00:49:26,136:	[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.08074
2023-09-22 00:49:26,136:	[Coach] >>> VALID @Epoch: 256  >>> 
2023-09-22 00:49:26,136:	[Coach] >>> TEST  @Epoch: 256  >>> 
2023-09-22 00:49:36,836:	[Wall TIME] >>> ChiefCoach.train takes 10.699232 seconds ...
2023-09-22 00:49:36,861:	[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.08032
2023-09-22 00:49:36,861:	[Coach] >>> VALID @Epoch: 257  >>> 
2023-09-22 00:49:36,861:	[Coach] >>> TEST  @Epoch: 257  >>> 
2023-09-22 00:49:47,815:	[Wall TIME] >>> ChiefCoach.train takes 10.953455 seconds ...
2023-09-22 00:49:47,840:	[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.08047
2023-09-22 00:49:47,840:	[Coach] >>> VALID @Epoch: 258  >>> 
2023-09-22 00:49:47,840:	[Coach] >>> TEST  @Epoch: 258  >>> 
2023-09-22 00:49:58,653:	[Wall TIME] >>> ChiefCoach.train takes 10.813035 seconds ...
2023-09-22 00:49:58,678:	[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.08061
2023-09-22 00:49:58,678:	[Coach] >>> VALID @Epoch: 259  >>> 
2023-09-22 00:49:58,678:	[Coach] >>> TEST  @Epoch: 259  >>> 
2023-09-22 00:50:08,073:	[Wall TIME] >>> ChiefCoach.train takes 9.395070 seconds ...
2023-09-22 00:50:10,324:	[Wall TIME] >>> ChiefCoach.valid takes 2.227307 seconds ...
2023-09-22 00:50:10,325:	[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.08102
2023-09-22 00:50:10,325:	[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0136 || HITRATE@5 Avg: 0.0535 || HITRATE@10 Avg: 0.0909 || NDCG@5 Avg: 0.0336 || NDCG@10 Avg: 0.0456
2023-09-22 00:50:10,325:	[Coach] >>> TEST  @Epoch: 260  >>> 
2023-09-22 00:50:19,793:	[Wall TIME] >>> ChiefCoach.train takes 9.468066 seconds ...
2023-09-22 00:50:19,818:	[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.08060
2023-09-22 00:50:19,818:	[Coach] >>> VALID @Epoch: 261  >>> 
2023-09-22 00:50:19,819:	[Coach] >>> TEST  @Epoch: 261  >>> 
2023-09-22 00:50:29,842:	[Wall TIME] >>> ChiefCoach.train takes 10.023487 seconds ...
2023-09-22 00:50:29,865:	[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.08034
2023-09-22 00:50:29,865:	[Coach] >>> VALID @Epoch: 262  >>> 
2023-09-22 00:50:29,865:	[Coach] >>> TEST  @Epoch: 262  >>> 
2023-09-22 00:50:41,628:	[Wall TIME] >>> ChiefCoach.train takes 11.762552 seconds ...
2023-09-22 00:50:41,653:	[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.08089
2023-09-22 00:50:41,653:	[Coach] >>> VALID @Epoch: 263  >>> 
2023-09-22 00:50:41,653:	[Coach] >>> TEST  @Epoch: 263  >>> 
2023-09-22 00:50:51,819:	[Wall TIME] >>> ChiefCoach.train takes 10.165258 seconds ...
2023-09-22 00:50:51,842:	[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.08092
2023-09-22 00:50:51,842:	[Coach] >>> VALID @Epoch: 264  >>> 
2023-09-22 00:50:51,842:	[Coach] >>> TEST  @Epoch: 264  >>> 
2023-09-22 00:51:02,193:	[Wall TIME] >>> ChiefCoach.train takes 10.350225 seconds ...
2023-09-22 00:51:04,450:	[Wall TIME] >>> ChiefCoach.valid takes 2.225787 seconds ...
2023-09-22 00:51:04,451:	[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.08063
2023-09-22 00:51:04,451:	[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0525 || HITRATE@10 Avg: 0.0927 || NDCG@5 Avg: 0.0332 || NDCG@10 Avg: 0.0460
2023-09-22 00:51:04,451:	[Coach] >>> TEST  @Epoch: 265  >>> 
2023-09-22 00:51:14,489:	[Wall TIME] >>> ChiefCoach.train takes 10.036151 seconds ...
2023-09-22 00:51:14,527:	[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.08059
2023-09-22 00:51:14,527:	[Coach] >>> VALID @Epoch: 266  >>> 
2023-09-22 00:51:14,528:	[Coach] >>> TEST  @Epoch: 266  >>> 
2023-09-22 00:51:24,490:	[Wall TIME] >>> ChiefCoach.train takes 9.961967 seconds ...
2023-09-22 00:51:24,520:	[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.08051
2023-09-22 00:51:24,520:	[Coach] >>> VALID @Epoch: 267  >>> 
2023-09-22 00:51:24,521:	[Coach] >>> TEST  @Epoch: 267  >>> 
2023-09-22 00:51:34,649:	[Wall TIME] >>> ChiefCoach.train takes 10.127928 seconds ...
2023-09-22 00:51:34,674:	[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.08030
2023-09-22 00:51:34,674:	[Coach] >>> VALID @Epoch: 268  >>> 
2023-09-22 00:51:34,674:	[Coach] >>> TEST  @Epoch: 268  >>> 
2023-09-22 00:51:45,292:	[Wall TIME] >>> ChiefCoach.train takes 10.617824 seconds ...
2023-09-22 00:51:45,318:	[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.08019
2023-09-22 00:51:45,319:	[Coach] >>> VALID @Epoch: 269  >>> 
2023-09-22 00:51:45,319:	[Coach] >>> TEST  @Epoch: 269  >>> 
2023-09-22 00:51:55,376:	[Wall TIME] >>> ChiefCoach.train takes 10.057177 seconds ...
2023-09-22 00:51:57,523:	[Wall TIME] >>> ChiefCoach.valid takes 2.113468 seconds ...
2023-09-22 00:51:57,524:	[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.08095
2023-09-22 00:51:57,524:	[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0535 || HITRATE@10 Avg: 0.0922 || NDCG@5 Avg: 0.0340 || NDCG@10 Avg: 0.0463
2023-09-22 00:51:57,524:	[Coach] >>> TEST  @Epoch: 270  >>> 
2023-09-22 00:52:08,134:	[Wall TIME] >>> ChiefCoach.train takes 10.610338 seconds ...
2023-09-22 00:52:08,159:	[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.08060
2023-09-22 00:52:08,160:	[Coach] >>> VALID @Epoch: 271  >>> 
2023-09-22 00:52:08,160:	[Coach] >>> TEST  @Epoch: 271  >>> 
2023-09-22 00:52:17,829:	[Wall TIME] >>> ChiefCoach.train takes 9.669341 seconds ...
2023-09-22 00:52:17,858:	[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.08036
2023-09-22 00:52:17,858:	[Coach] >>> VALID @Epoch: 272  >>> 
2023-09-22 00:52:17,858:	[Coach] >>> TEST  @Epoch: 272  >>> 
2023-09-22 00:52:27,650:	[Wall TIME] >>> ChiefCoach.train takes 9.792061 seconds ...
2023-09-22 00:52:27,675:	[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.08068
2023-09-22 00:52:27,675:	[Coach] >>> VALID @Epoch: 273  >>> 
2023-09-22 00:52:27,675:	[Coach] >>> TEST  @Epoch: 273  >>> 
2023-09-22 00:52:36,991:	[Wall TIME] >>> ChiefCoach.train takes 9.315351 seconds ...
2023-09-22 00:52:37,027:	[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.08024
2023-09-22 00:52:37,027:	[Coach] >>> VALID @Epoch: 274  >>> 
2023-09-22 00:52:37,027:	[Coach] >>> TEST  @Epoch: 274  >>> 
2023-09-22 00:52:47,033:	[Wall TIME] >>> ChiefCoach.train takes 10.005330 seconds ...
2023-09-22 00:52:49,176:	[Wall TIME] >>> ChiefCoach.valid takes 2.116080 seconds ...
2023-09-22 00:52:49,177:	[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.08070
2023-09-22 00:52:49,177:	[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0536 || HITRATE@10 Avg: 0.0934 || NDCG@5 Avg: 0.0336 || NDCG@10 Avg: 0.0462
2023-09-22 00:52:49,177:	[Coach] >>> TEST  @Epoch: 275  >>> 
2023-09-22 00:52:59,548:	[Wall TIME] >>> ChiefCoach.train takes 10.371304 seconds ...
2023-09-22 00:52:59,575:	[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.08028
2023-09-22 00:52:59,575:	[Coach] >>> VALID @Epoch: 276  >>> 
2023-09-22 00:52:59,575:	[Coach] >>> TEST  @Epoch: 276  >>> 
2023-09-22 00:53:10,093:	[Wall TIME] >>> ChiefCoach.train takes 10.517305 seconds ...
2023-09-22 00:53:10,116:	[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.08008
2023-09-22 00:53:10,116:	[Coach] >>> VALID @Epoch: 277  >>> 
2023-09-22 00:53:10,117:	[Coach] >>> TEST  @Epoch: 277  >>> 
2023-09-22 00:53:20,884:	[Wall TIME] >>> ChiefCoach.train takes 10.767760 seconds ...
2023-09-22 00:53:20,907:	[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.08046
2023-09-22 00:53:20,907:	[Coach] >>> VALID @Epoch: 278  >>> 
2023-09-22 00:53:20,907:	[Coach] >>> TEST  @Epoch: 278  >>> 
2023-09-22 00:53:31,942:	[Wall TIME] >>> ChiefCoach.train takes 11.034705 seconds ...
2023-09-22 00:53:31,969:	[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.08024
2023-09-22 00:53:31,969:	[Coach] >>> VALID @Epoch: 279  >>> 
2023-09-22 00:53:31,969:	[Coach] >>> TEST  @Epoch: 279  >>> 
2023-09-22 00:53:42,911:	[Wall TIME] >>> ChiefCoach.train takes 10.942255 seconds ...
2023-09-22 00:53:45,139:	[Wall TIME] >>> ChiefCoach.valid takes 2.204975 seconds ...
2023-09-22 00:53:45,140:	[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.08032
2023-09-22 00:53:45,140:	[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0137 || HITRATE@5 Avg: 0.0528 || HITRATE@10 Avg: 0.0929 || NDCG@5 Avg: 0.0334 || NDCG@10 Avg: 0.0463
2023-09-22 00:53:45,140:	[Coach] >>> TEST  @Epoch: 280  >>> 
2023-09-22 00:53:55,133:	[Wall TIME] >>> ChiefCoach.train takes 9.992523 seconds ...
2023-09-22 00:53:55,157:	[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.08028
2023-09-22 00:53:55,157:	[Coach] >>> VALID @Epoch: 281  >>> 
2023-09-22 00:53:55,157:	[Coach] >>> TEST  @Epoch: 281  >>> 
2023-09-22 00:54:05,045:	[Wall TIME] >>> ChiefCoach.train takes 9.888375 seconds ...
2023-09-22 00:54:05,069:	[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.08039
2023-09-22 00:54:05,069:	[Coach] >>> VALID @Epoch: 282  >>> 
2023-09-22 00:54:05,069:	[Coach] >>> TEST  @Epoch: 282  >>> 
2023-09-22 00:54:14,796:	[Wall TIME] >>> ChiefCoach.train takes 9.727001 seconds ...
2023-09-22 00:54:14,823:	[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.07999
2023-09-22 00:54:14,824:	[Coach] >>> VALID @Epoch: 283  >>> 
2023-09-22 00:54:14,824:	[Coach] >>> TEST  @Epoch: 283  >>> 
2023-09-22 00:54:24,608:	[Wall TIME] >>> ChiefCoach.train takes 9.783414 seconds ...
2023-09-22 00:54:24,633:	[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.08062
2023-09-22 00:54:24,633:	[Coach] >>> VALID @Epoch: 284  >>> 
2023-09-22 00:54:24,633:	[Coach] >>> TEST  @Epoch: 284  >>> 
2023-09-22 00:54:34,952:	[Wall TIME] >>> ChiefCoach.train takes 10.318582 seconds ...
2023-09-22 00:54:37,144:	[Wall TIME] >>> ChiefCoach.valid takes 2.160020 seconds ...
2023-09-22 00:54:37,144:	[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.08047
2023-09-22 00:54:37,144:	[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0523 || HITRATE@10 Avg: 0.0924 || NDCG@5 Avg: 0.0330 || NDCG@10 Avg: 0.0460
2023-09-22 00:54:37,144:	[Coach] >>> TEST  @Epoch: 285  >>> 
2023-09-22 00:54:48,151:	[Wall TIME] >>> ChiefCoach.train takes 11.006635 seconds ...
2023-09-22 00:54:48,179:	[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.08055
2023-09-22 00:54:48,179:	[Coach] >>> VALID @Epoch: 286  >>> 
2023-09-22 00:54:48,179:	[Coach] >>> TEST  @Epoch: 286  >>> 
2023-09-22 00:54:58,474:	[Wall TIME] >>> ChiefCoach.train takes 10.294647 seconds ...
2023-09-22 00:54:58,498:	[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.08015
2023-09-22 00:54:58,499:	[Coach] >>> VALID @Epoch: 287  >>> 
2023-09-22 00:54:58,499:	[Coach] >>> TEST  @Epoch: 287  >>> 
2023-09-22 00:55:08,268:	[Wall TIME] >>> ChiefCoach.train takes 9.768820 seconds ...
2023-09-22 00:55:08,292:	[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.08027
2023-09-22 00:55:08,292:	[Coach] >>> VALID @Epoch: 288  >>> 
2023-09-22 00:55:08,292:	[Coach] >>> TEST  @Epoch: 288  >>> 
2023-09-22 00:55:17,677:	[Wall TIME] >>> ChiefCoach.train takes 9.385572 seconds ...
2023-09-22 00:55:17,701:	[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.08013
2023-09-22 00:55:17,701:	[Coach] >>> VALID @Epoch: 289  >>> 
2023-09-22 00:55:17,701:	[Coach] >>> TEST  @Epoch: 289  >>> 
2023-09-22 00:55:27,515:	[Wall TIME] >>> ChiefCoach.train takes 9.813807 seconds ...
2023-09-22 00:55:29,735:	[Wall TIME] >>> ChiefCoach.valid takes 2.194635 seconds ...
2023-09-22 00:55:29,735:	[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.08011
2023-09-22 00:55:29,735:	[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0538 || HITRATE@10 Avg: 0.0919 || NDCG@5 Avg: 0.0341 || NDCG@10 Avg: 0.0463
2023-09-22 00:55:29,735:	[Coach] >>> TEST  @Epoch: 290  >>> 
2023-09-22 00:55:41,058:	[Wall TIME] >>> ChiefCoach.train takes 11.322878 seconds ...
2023-09-22 00:55:41,083:	[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.08020
2023-09-22 00:55:41,083:	[Coach] >>> VALID @Epoch: 291  >>> 
2023-09-22 00:55:41,083:	[Coach] >>> TEST  @Epoch: 291  >>> 
2023-09-22 00:55:51,595:	[Wall TIME] >>> ChiefCoach.train takes 10.511718 seconds ...
2023-09-22 00:55:51,631:	[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.08051
2023-09-22 00:55:51,631:	[Coach] >>> VALID @Epoch: 292  >>> 
2023-09-22 00:55:51,631:	[Coach] >>> TEST  @Epoch: 292  >>> 
2023-09-22 00:56:03,001:	[Wall TIME] >>> ChiefCoach.train takes 11.369334 seconds ...
2023-09-22 00:56:03,027:	[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.08010
2023-09-22 00:56:03,027:	[Coach] >>> VALID @Epoch: 293  >>> 
2023-09-22 00:56:03,027:	[Coach] >>> TEST  @Epoch: 293  >>> 
2023-09-22 00:56:13,654:	[Wall TIME] >>> ChiefCoach.train takes 10.626055 seconds ...
2023-09-22 00:56:13,678:	[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.07999
2023-09-22 00:56:13,678:	[Coach] >>> VALID @Epoch: 294  >>> 
2023-09-22 00:56:13,678:	[Coach] >>> TEST  @Epoch: 294  >>> 
2023-09-22 00:56:24,227:	[Wall TIME] >>> ChiefCoach.train takes 10.549001 seconds ...
2023-09-22 00:56:26,504:	[Wall TIME] >>> ChiefCoach.valid takes 2.246374 seconds ...
2023-09-22 00:56:26,504:	[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.08019
2023-09-22 00:56:26,505:	[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0538 || HITRATE@10 Avg: 0.0940 || NDCG@5 Avg: 0.0328 || NDCG@10 Avg: 0.0457
2023-09-22 00:56:26,505:	[Coach] >>> TEST  @Epoch: 295  >>> 
2023-09-22 00:56:37,734:	[Wall TIME] >>> ChiefCoach.train takes 11.228871 seconds ...
2023-09-22 00:56:37,759:	[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.08056
2023-09-22 00:56:37,760:	[Coach] >>> VALID @Epoch: 296  >>> 
2023-09-22 00:56:37,760:	[Coach] >>> TEST  @Epoch: 296  >>> 
2023-09-22 00:56:48,304:	[Wall TIME] >>> ChiefCoach.train takes 10.544214 seconds ...
2023-09-22 00:56:48,338:	[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.08057
2023-09-22 00:56:48,339:	[Coach] >>> VALID @Epoch: 297  >>> 
2023-09-22 00:56:48,339:	[Coach] >>> TEST  @Epoch: 297  >>> 
2023-09-22 00:56:58,359:	[Wall TIME] >>> ChiefCoach.train takes 10.019974 seconds ...
2023-09-22 00:56:58,390:	[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.08043
2023-09-22 00:56:58,390:	[Coach] >>> VALID @Epoch: 298  >>> 
2023-09-22 00:56:58,390:	[Coach] >>> TEST  @Epoch: 298  >>> 
2023-09-22 00:57:08,798:	[Wall TIME] >>> ChiefCoach.train takes 10.408100 seconds ...
2023-09-22 00:57:08,832:	[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.08030
2023-09-22 00:57:08,832:	[Coach] >>> VALID @Epoch: 299  >>> 
2023-09-22 00:57:08,833:	[Coach] >>> TEST  @Epoch: 299  >>> 
2023-09-22 00:57:18,735:	[Wall TIME] >>> ChiefCoach.train takes 9.901902 seconds ...
2023-09-22 00:57:20,924:	[Wall TIME] >>> ChiefCoach.valid takes 2.163413 seconds ...
2023-09-22 00:57:20,925:	[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.08002
2023-09-22 00:57:20,925:	[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0132 || HITRATE@5 Avg: 0.0531 || HITRATE@10 Avg: 0.0942 || NDCG@5 Avg: 0.0332 || NDCG@10 Avg: 0.0462
2023-09-22 00:57:20,925:	[Coach] >>> TEST  @Epoch: 300  >>> 
2023-09-22 00:57:30,925:	[Wall TIME] >>> ChiefCoach.train takes 9.999804 seconds ...
2023-09-22 00:57:30,949:	[Coach] >>> TRAIN @Epoch: 301  >>>  || LOSS Avg: 0.08022
2023-09-22 00:57:30,949:	[Coach] >>> VALID @Epoch: 301  >>> 
2023-09-22 00:57:30,950:	[Coach] >>> TEST  @Epoch: 301  >>> 
2023-09-22 00:57:41,186:	[Wall TIME] >>> ChiefCoach.train takes 10.236102 seconds ...
2023-09-22 00:57:41,209:	[Coach] >>> TRAIN @Epoch: 302  >>>  || LOSS Avg: 0.08040
2023-09-22 00:57:41,209:	[Coach] >>> VALID @Epoch: 302  >>> 
2023-09-22 00:57:41,209:	[Coach] >>> TEST  @Epoch: 302  >>> 
2023-09-22 00:57:50,788:	[Wall TIME] >>> ChiefCoach.train takes 9.578218 seconds ...
2023-09-22 00:57:50,810:	[Coach] >>> TRAIN @Epoch: 303  >>>  || LOSS Avg: 0.07990
2023-09-22 00:57:50,811:	[Coach] >>> VALID @Epoch: 303  >>> 
2023-09-22 00:57:50,811:	[Coach] >>> TEST  @Epoch: 303  >>> 
2023-09-22 00:58:00,118:	[Wall TIME] >>> ChiefCoach.train takes 9.306907 seconds ...
2023-09-22 00:58:00,142:	[Coach] >>> TRAIN @Epoch: 304  >>>  || LOSS Avg: 0.07987
2023-09-22 00:58:00,142:	[Coach] >>> VALID @Epoch: 304  >>> 
2023-09-22 00:58:00,142:	[Coach] >>> TEST  @Epoch: 304  >>> 
2023-09-22 00:58:09,394:	[Wall TIME] >>> ChiefCoach.train takes 9.251187 seconds ...
2023-09-22 00:58:11,524:	[Wall TIME] >>> ChiefCoach.valid takes 2.105851 seconds ...
2023-09-22 00:58:11,524:	[Coach] >>> TRAIN @Epoch: 305  >>>  || LOSS Avg: 0.07972
2023-09-22 00:58:11,525:	[Coach] >>> VALID @Epoch: 305  >>>  || HITRATE@1 Avg: 0.0137 || HITRATE@5 Avg: 0.0545 || HITRATE@10 Avg: 0.0932 || NDCG@5 Avg: 0.0338 || NDCG@10 Avg: 0.0462
2023-09-22 00:58:11,525:	[Coach] >>> TEST  @Epoch: 305  >>> 
2023-09-22 00:58:21,644:	[Wall TIME] >>> ChiefCoach.train takes 10.118927 seconds ...
2023-09-22 00:58:21,671:	[Coach] >>> TRAIN @Epoch: 306  >>>  || LOSS Avg: 0.08014
2023-09-22 00:58:21,671:	[Coach] >>> VALID @Epoch: 306  >>> 
2023-09-22 00:58:21,671:	[Coach] >>> TEST  @Epoch: 306  >>> 
2023-09-22 00:58:32,612:	[Wall TIME] >>> ChiefCoach.train takes 10.940523 seconds ...
2023-09-22 00:58:32,637:	[Coach] >>> TRAIN @Epoch: 307  >>>  || LOSS Avg: 0.08045
2023-09-22 00:58:32,637:	[Coach] >>> VALID @Epoch: 307  >>> 
2023-09-22 00:58:32,637:	[Coach] >>> TEST  @Epoch: 307  >>> 
2023-09-22 00:58:43,072:	[Wall TIME] >>> ChiefCoach.train takes 10.434819 seconds ...
2023-09-22 00:58:43,103:	[Coach] >>> TRAIN @Epoch: 308  >>>  || LOSS Avg: 0.07976
2023-09-22 00:58:43,103:	[Coach] >>> VALID @Epoch: 308  >>> 
2023-09-22 00:58:43,104:	[Coach] >>> TEST  @Epoch: 308  >>> 
2023-09-22 00:58:53,057:	[Wall TIME] >>> ChiefCoach.train takes 9.952805 seconds ...
2023-09-22 00:58:53,085:	[Coach] >>> TRAIN @Epoch: 309  >>>  || LOSS Avg: 0.08004
2023-09-22 00:58:53,085:	[Coach] >>> VALID @Epoch: 309  >>> 
2023-09-22 00:58:53,085:	[Coach] >>> TEST  @Epoch: 309  >>> 
2023-09-22 00:59:03,150:	[Wall TIME] >>> ChiefCoach.train takes 10.064538 seconds ...
2023-09-22 00:59:05,421:	[Wall TIME] >>> ChiefCoach.valid takes 2.246456 seconds ...
2023-09-22 00:59:05,421:	[Coach] >>> TRAIN @Epoch: 310  >>>  || LOSS Avg: 0.07990
2023-09-22 00:59:05,422:	[Coach] >>> VALID @Epoch: 310  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0548 || HITRATE@10 Avg: 0.0919 || NDCG@5 Avg: 0.0340 || NDCG@10 Avg: 0.0459
2023-09-22 00:59:05,422:	[Coach] >>> TEST  @Epoch: 310  >>> 
2023-09-22 00:59:16,635:	[Wall TIME] >>> ChiefCoach.train takes 11.213451 seconds ...
2023-09-22 00:59:16,661:	[Coach] >>> TRAIN @Epoch: 311  >>>  || LOSS Avg: 0.08015
2023-09-22 00:59:16,661:	[Coach] >>> VALID @Epoch: 311  >>> 
2023-09-22 00:59:16,662:	[Coach] >>> TEST  @Epoch: 311  >>> 
2023-09-22 00:59:26,624:	[Wall TIME] >>> ChiefCoach.train takes 9.961762 seconds ...
2023-09-22 00:59:26,661:	[Coach] >>> TRAIN @Epoch: 312  >>>  || LOSS Avg: 0.07993
2023-09-22 00:59:26,661:	[Coach] >>> VALID @Epoch: 312  >>> 
2023-09-22 00:59:26,661:	[Coach] >>> TEST  @Epoch: 312  >>> 
2023-09-22 00:59:36,899:	[Wall TIME] >>> ChiefCoach.train takes 10.237941 seconds ...
2023-09-22 00:59:36,922:	[Coach] >>> TRAIN @Epoch: 313  >>>  || LOSS Avg: 0.07986
2023-09-22 00:59:36,922:	[Coach] >>> VALID @Epoch: 313  >>> 
2023-09-22 00:59:36,922:	[Coach] >>> TEST  @Epoch: 313  >>> 
2023-09-22 00:59:46,860:	[Wall TIME] >>> ChiefCoach.train takes 9.936974 seconds ...
2023-09-22 00:59:46,891:	[Coach] >>> TRAIN @Epoch: 314  >>>  || LOSS Avg: 0.07957
2023-09-22 00:59:46,891:	[Coach] >>> VALID @Epoch: 314  >>> 
2023-09-22 00:59:46,891:	[Coach] >>> TEST  @Epoch: 314  >>> 
2023-09-22 00:59:56,764:	[Wall TIME] >>> ChiefCoach.train takes 9.872760 seconds ...
2023-09-22 00:59:59,001:	[Wall TIME] >>> ChiefCoach.valid takes 2.211949 seconds ...
2023-09-22 00:59:59,001:	[Coach] >>> TRAIN @Epoch: 315  >>>  || LOSS Avg: 0.07997
2023-09-22 00:59:59,001:	[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0536 || HITRATE@10 Avg: 0.0939 || NDCG@5 Avg: 0.0340 || NDCG@10 Avg: 0.0468
2023-09-22 00:59:59,001:	[Coach] >>> TEST  @Epoch: 315  >>> 
2023-09-22 01:00:09,602:	[Wall TIME] >>> ChiefCoach.train takes 10.600371 seconds ...
2023-09-22 01:00:09,626:	[Coach] >>> TRAIN @Epoch: 316  >>>  || LOSS Avg: 0.07945
2023-09-22 01:00:09,627:	[Coach] >>> VALID @Epoch: 316  >>> 
2023-09-22 01:00:09,627:	[Coach] >>> TEST  @Epoch: 316  >>> 
2023-09-22 01:00:19,557:	[Wall TIME] >>> ChiefCoach.train takes 9.929708 seconds ...
2023-09-22 01:00:19,580:	[Coach] >>> TRAIN @Epoch: 317  >>>  || LOSS Avg: 0.08015
2023-09-22 01:00:19,581:	[Coach] >>> VALID @Epoch: 317  >>> 
2023-09-22 01:00:19,581:	[Coach] >>> TEST  @Epoch: 317  >>> 
2023-09-22 01:00:29,507:	[Wall TIME] >>> ChiefCoach.train takes 9.926492 seconds ...
2023-09-22 01:00:29,535:	[Coach] >>> TRAIN @Epoch: 318  >>>  || LOSS Avg: 0.07953
2023-09-22 01:00:29,535:	[Coach] >>> VALID @Epoch: 318  >>> 
2023-09-22 01:00:29,535:	[Coach] >>> TEST  @Epoch: 318  >>> 
2023-09-22 01:00:38,756:	[Wall TIME] >>> ChiefCoach.train takes 9.220812 seconds ...
2023-09-22 01:00:38,781:	[Coach] >>> TRAIN @Epoch: 319  >>>  || LOSS Avg: 0.08004
2023-09-22 01:00:38,781:	[Coach] >>> VALID @Epoch: 319  >>> 
2023-09-22 01:00:38,781:	[Coach] >>> TEST  @Epoch: 319  >>> 
2023-09-22 01:00:49,072:	[Wall TIME] >>> ChiefCoach.train takes 10.290434 seconds ...
2023-09-22 01:00:51,264:	[Wall TIME] >>> ChiefCoach.valid takes 2.168813 seconds ...
2023-09-22 01:00:51,264:	[Coach] >>> TRAIN @Epoch: 320  >>>  || LOSS Avg: 0.07949
2023-09-22 01:00:51,264:	[Coach] >>> VALID @Epoch: 320  >>>  || HITRATE@1 Avg: 0.0136 || HITRATE@5 Avg: 0.0538 || HITRATE@10 Avg: 0.0947 || NDCG@5 Avg: 0.0333 || NDCG@10 Avg: 0.0464
2023-09-22 01:00:51,264:	[Coach] >>> TEST  @Epoch: 320  >>> 
2023-09-22 01:01:01,484:	[Wall TIME] >>> ChiefCoach.train takes 10.219295 seconds ...
2023-09-22 01:01:01,509:	[Coach] >>> TRAIN @Epoch: 321  >>>  || LOSS Avg: 0.07969
2023-09-22 01:01:01,509:	[Coach] >>> VALID @Epoch: 321  >>> 
2023-09-22 01:01:01,509:	[Coach] >>> TEST  @Epoch: 321  >>> 
2023-09-22 01:01:11,594:	[Wall TIME] >>> ChiefCoach.train takes 10.084588 seconds ...
2023-09-22 01:01:11,621:	[Coach] >>> TRAIN @Epoch: 322  >>>  || LOSS Avg: 0.07988
2023-09-22 01:01:11,621:	[Coach] >>> VALID @Epoch: 322  >>> 
2023-09-22 01:01:11,621:	[Coach] >>> TEST  @Epoch: 322  >>> 
2023-09-22 01:01:21,282:	[Wall TIME] >>> ChiefCoach.train takes 9.660801 seconds ...
2023-09-22 01:01:21,306:	[Coach] >>> TRAIN @Epoch: 323  >>>  || LOSS Avg: 0.07993
2023-09-22 01:01:21,306:	[Coach] >>> VALID @Epoch: 323  >>> 
2023-09-22 01:01:21,307:	[Coach] >>> TEST  @Epoch: 323  >>> 
2023-09-22 01:01:31,746:	[Wall TIME] >>> ChiefCoach.train takes 10.438871 seconds ...
2023-09-22 01:01:31,771:	[Coach] >>> TRAIN @Epoch: 324  >>>  || LOSS Avg: 0.07951
2023-09-22 01:01:31,771:	[Coach] >>> VALID @Epoch: 324  >>> 
2023-09-22 01:01:31,771:	[Coach] >>> TEST  @Epoch: 324  >>> 
2023-09-22 01:01:41,414:	[Wall TIME] >>> ChiefCoach.train takes 9.642637 seconds ...
2023-09-22 01:01:43,671:	[Wall TIME] >>> ChiefCoach.valid takes 2.230260 seconds ...
2023-09-22 01:01:43,672:	[Coach] >>> TRAIN @Epoch: 325  >>>  || LOSS Avg: 0.08003
2023-09-22 01:01:43,672:	[Coach] >>> VALID @Epoch: 325  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0523 || HITRATE@10 Avg: 0.0944 || NDCG@5 Avg: 0.0335 || NDCG@10 Avg: 0.0470
2023-09-22 01:01:43,672:	[Coach] >>> TEST  @Epoch: 325  >>> 
2023-09-22 01:01:53,950:	[Wall TIME] >>> ChiefCoach.train takes 10.277568 seconds ...
2023-09-22 01:01:53,978:	[Coach] >>> TRAIN @Epoch: 326  >>>  || LOSS Avg: 0.08002
2023-09-22 01:01:53,978:	[Coach] >>> VALID @Epoch: 326  >>> 
2023-09-22 01:01:53,978:	[Coach] >>> TEST  @Epoch: 326  >>> 
2023-09-22 01:02:03,473:	[Wall TIME] >>> ChiefCoach.train takes 9.495021 seconds ...
2023-09-22 01:02:03,498:	[Coach] >>> TRAIN @Epoch: 327  >>>  || LOSS Avg: 0.07976
2023-09-22 01:02:03,498:	[Coach] >>> VALID @Epoch: 327  >>> 
2023-09-22 01:02:03,498:	[Coach] >>> TEST  @Epoch: 327  >>> 
2023-09-22 01:02:13,441:	[Wall TIME] >>> ChiefCoach.train takes 9.942516 seconds ...
2023-09-22 01:02:13,465:	[Coach] >>> TRAIN @Epoch: 328  >>>  || LOSS Avg: 0.07961
2023-09-22 01:02:13,465:	[Coach] >>> VALID @Epoch: 328  >>> 
2023-09-22 01:02:13,466:	[Coach] >>> TEST  @Epoch: 328  >>> 
2023-09-22 01:02:23,730:	[Wall TIME] >>> ChiefCoach.train takes 10.264802 seconds ...
2023-09-22 01:02:23,755:	[Coach] >>> TRAIN @Epoch: 329  >>>  || LOSS Avg: 0.07989
2023-09-22 01:02:23,755:	[Coach] >>> VALID @Epoch: 329  >>> 
2023-09-22 01:02:23,755:	[Coach] >>> TEST  @Epoch: 329  >>> 
2023-09-22 01:02:33,991:	[Wall TIME] >>> ChiefCoach.train takes 10.235421 seconds ...
2023-09-22 01:02:36,195:	[Wall TIME] >>> ChiefCoach.valid takes 2.175741 seconds ...
2023-09-22 01:02:36,196:	[Coach] >>> TRAIN @Epoch: 330  >>>  || LOSS Avg: 0.08010
2023-09-22 01:02:36,196:	[Coach] >>> VALID @Epoch: 330  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0517 || HITRATE@10 Avg: 0.0929 || NDCG@5 Avg: 0.0330 || NDCG@10 Avg: 0.0463
2023-09-22 01:02:36,196:	[Coach] >>> TEST  @Epoch: 330  >>> 
2023-09-22 01:02:45,839:	[Wall TIME] >>> ChiefCoach.train takes 9.642611 seconds ...
2023-09-22 01:02:45,862:	[Coach] >>> TRAIN @Epoch: 331  >>>  || LOSS Avg: 0.07964
2023-09-22 01:02:45,863:	[Coach] >>> VALID @Epoch: 331  >>> 
2023-09-22 01:02:45,863:	[Coach] >>> TEST  @Epoch: 331  >>> 
2023-09-22 01:02:56,024:	[Wall TIME] >>> ChiefCoach.train takes 10.161026 seconds ...
2023-09-22 01:02:56,050:	[Coach] >>> TRAIN @Epoch: 332  >>>  || LOSS Avg: 0.07960
2023-09-22 01:02:56,050:	[Coach] >>> VALID @Epoch: 332  >>> 
2023-09-22 01:02:56,050:	[Coach] >>> TEST  @Epoch: 332  >>> 
2023-09-22 01:03:05,810:	[Wall TIME] >>> ChiefCoach.train takes 9.759617 seconds ...
2023-09-22 01:03:05,834:	[Coach] >>> TRAIN @Epoch: 333  >>>  || LOSS Avg: 0.07996
2023-09-22 01:03:05,835:	[Coach] >>> VALID @Epoch: 333  >>> 
2023-09-22 01:03:05,835:	[Coach] >>> TEST  @Epoch: 333  >>> 
2023-09-22 01:03:16,046:	[Wall TIME] >>> ChiefCoach.train takes 10.211144 seconds ...
2023-09-22 01:03:16,069:	[Coach] >>> TRAIN @Epoch: 334  >>>  || LOSS Avg: 0.07957
2023-09-22 01:03:16,069:	[Coach] >>> VALID @Epoch: 334  >>> 
2023-09-22 01:03:16,069:	[Coach] >>> TEST  @Epoch: 334  >>> 
2023-09-22 01:03:27,484:	[Wall TIME] >>> ChiefCoach.train takes 11.414085 seconds ...
2023-09-22 01:03:29,708:	[Wall TIME] >>> ChiefCoach.valid takes 2.193711 seconds ...
2023-09-22 01:03:29,709:	[Coach] >>> TRAIN @Epoch: 335  >>>  || LOSS Avg: 0.07962
2023-09-22 01:03:29,709:	[Coach] >>> VALID @Epoch: 335  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0526 || HITRATE@10 Avg: 0.0954 || NDCG@5 Avg: 0.0329 || NDCG@10 Avg: 0.0465
2023-09-22 01:03:29,709:	[Coach] >>> TEST  @Epoch: 335  >>> 
2023-09-22 01:03:40,173:	[Wall TIME] >>> ChiefCoach.train takes 10.464336 seconds ...
2023-09-22 01:03:40,199:	[Coach] >>> TRAIN @Epoch: 336  >>>  || LOSS Avg: 0.07981
2023-09-22 01:03:40,199:	[Coach] >>> VALID @Epoch: 336  >>> 
2023-09-22 01:03:40,199:	[Coach] >>> TEST  @Epoch: 336  >>> 
2023-09-22 01:03:50,667:	[Wall TIME] >>> ChiefCoach.train takes 10.467807 seconds ...
2023-09-22 01:03:50,690:	[Coach] >>> TRAIN @Epoch: 337  >>>  || LOSS Avg: 0.08000
2023-09-22 01:03:50,690:	[Coach] >>> VALID @Epoch: 337  >>> 
2023-09-22 01:03:50,690:	[Coach] >>> TEST  @Epoch: 337  >>> 
2023-09-22 01:04:00,976:	[Wall TIME] >>> ChiefCoach.train takes 10.285336 seconds ...
2023-09-22 01:04:01,012:	[Coach] >>> TRAIN @Epoch: 338  >>>  || LOSS Avg: 0.07982
2023-09-22 01:04:01,012:	[Coach] >>> VALID @Epoch: 338  >>> 
2023-09-22 01:04:01,012:	[Coach] >>> TEST  @Epoch: 338  >>> 
2023-09-22 01:04:11,436:	[Wall TIME] >>> ChiefCoach.train takes 10.423956 seconds ...
2023-09-22 01:04:11,462:	[Coach] >>> TRAIN @Epoch: 339  >>>  || LOSS Avg: 0.07931
2023-09-22 01:04:11,462:	[Coach] >>> VALID @Epoch: 339  >>> 
2023-09-22 01:04:11,462:	[Coach] >>> TEST  @Epoch: 339  >>> 
2023-09-22 01:04:22,405:	[Wall TIME] >>> ChiefCoach.train takes 10.942485 seconds ...
2023-09-22 01:04:24,649:	[Wall TIME] >>> ChiefCoach.valid takes 2.214257 seconds ...
2023-09-22 01:04:24,650:	[Coach] >>> TRAIN @Epoch: 340  >>>  || LOSS Avg: 0.07990
2023-09-22 01:04:24,650:	[Coach] >>> VALID @Epoch: 340  >>>  || HITRATE@1 Avg: 0.0132 || HITRATE@5 Avg: 0.0518 || HITRATE@10 Avg: 0.0939 || NDCG@5 Avg: 0.0327 || NDCG@10 Avg: 0.0462
2023-09-22 01:04:24,650:	[Coach] >>> TEST  @Epoch: 340  >>> 
2023-09-22 01:04:35,254:	[Wall TIME] >>> ChiefCoach.train takes 10.604242 seconds ...
2023-09-22 01:04:35,282:	[Coach] >>> TRAIN @Epoch: 341  >>>  || LOSS Avg: 0.07980
2023-09-22 01:04:35,282:	[Coach] >>> VALID @Epoch: 341  >>> 
2023-09-22 01:04:35,282:	[Coach] >>> TEST  @Epoch: 341  >>> 
2023-09-22 01:04:45,453:	[Wall TIME] >>> ChiefCoach.train takes 10.170645 seconds ...
2023-09-22 01:04:45,478:	[Coach] >>> TRAIN @Epoch: 342  >>>  || LOSS Avg: 0.07964
2023-09-22 01:04:45,478:	[Coach] >>> VALID @Epoch: 342  >>> 
2023-09-22 01:04:45,479:	[Coach] >>> TEST  @Epoch: 342  >>> 
2023-09-22 01:04:55,948:	[Wall TIME] >>> ChiefCoach.train takes 10.469528 seconds ...
2023-09-22 01:04:55,975:	[Coach] >>> TRAIN @Epoch: 343  >>>  || LOSS Avg: 0.07973
2023-09-22 01:04:55,975:	[Coach] >>> VALID @Epoch: 343  >>> 
2023-09-22 01:04:55,975:	[Coach] >>> TEST  @Epoch: 343  >>> 
2023-09-22 01:05:06,020:	[Wall TIME] >>> ChiefCoach.train takes 10.044038 seconds ...
2023-09-22 01:05:06,044:	[Coach] >>> TRAIN @Epoch: 344  >>>  || LOSS Avg: 0.07972
2023-09-22 01:05:06,044:	[Coach] >>> VALID @Epoch: 344  >>> 
2023-09-22 01:05:06,044:	[Coach] >>> TEST  @Epoch: 344  >>> 
2023-09-22 01:05:16,574:	[Wall TIME] >>> ChiefCoach.train takes 10.529967 seconds ...
2023-09-22 01:05:18,809:	[Wall TIME] >>> ChiefCoach.valid takes 2.210927 seconds ...
2023-09-22 01:05:18,810:	[Coach] >>> TRAIN @Epoch: 345  >>>  || LOSS Avg: 0.07956
2023-09-22 01:05:18,810:	[Coach] >>> VALID @Epoch: 345  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0533 || HITRATE@10 Avg: 0.0935 || NDCG@5 Avg: 0.0335 || NDCG@10 Avg: 0.0463
2023-09-22 01:05:18,810:	[Coach] >>> TEST  @Epoch: 345  >>> 
2023-09-22 01:05:29,181:	[Wall TIME] >>> ChiefCoach.train takes 10.371203 seconds ...
2023-09-22 01:05:29,205:	[Coach] >>> TRAIN @Epoch: 346  >>>  || LOSS Avg: 0.07969
2023-09-22 01:05:29,205:	[Coach] >>> VALID @Epoch: 346  >>> 
2023-09-22 01:05:29,205:	[Coach] >>> TEST  @Epoch: 346  >>> 
2023-09-22 01:05:39,703:	[Wall TIME] >>> ChiefCoach.train takes 10.498015 seconds ...
2023-09-22 01:05:39,731:	[Coach] >>> TRAIN @Epoch: 347  >>>  || LOSS Avg: 0.07946
2023-09-22 01:05:39,732:	[Coach] >>> VALID @Epoch: 347  >>> 
2023-09-22 01:05:39,732:	[Coach] >>> TEST  @Epoch: 347  >>> 
2023-09-22 01:05:50,074:	[Wall TIME] >>> ChiefCoach.train takes 10.341779 seconds ...
2023-09-22 01:05:50,098:	[Coach] >>> TRAIN @Epoch: 348  >>>  || LOSS Avg: 0.07999
2023-09-22 01:05:50,098:	[Coach] >>> VALID @Epoch: 348  >>> 
2023-09-22 01:05:50,098:	[Coach] >>> TEST  @Epoch: 348  >>> 
2023-09-22 01:06:00,571:	[Wall TIME] >>> ChiefCoach.train takes 10.473319 seconds ...
2023-09-22 01:06:00,595:	[Coach] >>> TRAIN @Epoch: 349  >>>  || LOSS Avg: 0.07954
2023-09-22 01:06:00,595:	[Coach] >>> VALID @Epoch: 349  >>> 
2023-09-22 01:06:00,595:	[Coach] >>> TEST  @Epoch: 349  >>> 
2023-09-22 01:06:10,897:	[Wall TIME] >>> ChiefCoach.train takes 10.301662 seconds ...
2023-09-22 01:06:13,155:	[Wall TIME] >>> ChiefCoach.valid takes 2.230652 seconds ...
2023-09-22 01:06:13,155:	[Coach] >>> TRAIN @Epoch: 350  >>>  || LOSS Avg: 0.07954
2023-09-22 01:06:13,155:	[Coach] >>> VALID @Epoch: 350  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0568 || HITRATE@10 Avg: 0.0940 || NDCG@5 Avg: 0.0356 || NDCG@10 Avg: 0.0474
2023-09-22 01:06:13,156:	[Coach] >>> TEST  @Epoch: 350  >>> 
2023-09-22 01:06:23,104:	[Wall TIME] >>> ChiefCoach.train takes 9.947960 seconds ...
2023-09-22 01:06:23,126:	[Coach] >>> TRAIN @Epoch: 351  >>>  || LOSS Avg: 0.07954
2023-09-22 01:06:23,126:	[Coach] >>> VALID @Epoch: 351  >>> 
2023-09-22 01:06:23,127:	[Coach] >>> TEST  @Epoch: 351  >>> 
2023-09-22 01:06:33,207:	[Wall TIME] >>> ChiefCoach.train takes 10.080152 seconds ...
2023-09-22 01:06:33,233:	[Coach] >>> TRAIN @Epoch: 352  >>>  || LOSS Avg: 0.07953
2023-09-22 01:06:33,233:	[Coach] >>> VALID @Epoch: 352  >>> 
2023-09-22 01:06:33,233:	[Coach] >>> TEST  @Epoch: 352  >>> 
2023-09-22 01:06:43,309:	[Wall TIME] >>> ChiefCoach.train takes 10.075841 seconds ...
2023-09-22 01:06:43,336:	[Coach] >>> TRAIN @Epoch: 353  >>>  || LOSS Avg: 0.07941
2023-09-22 01:06:43,336:	[Coach] >>> VALID @Epoch: 353  >>> 
2023-09-22 01:06:43,336:	[Coach] >>> TEST  @Epoch: 353  >>> 
2023-09-22 01:06:53,758:	[Wall TIME] >>> ChiefCoach.train takes 10.421090 seconds ...
2023-09-22 01:06:53,783:	[Coach] >>> TRAIN @Epoch: 354  >>>  || LOSS Avg: 0.07947
2023-09-22 01:06:53,783:	[Coach] >>> VALID @Epoch: 354  >>> 
2023-09-22 01:06:53,783:	[Coach] >>> TEST  @Epoch: 354  >>> 
2023-09-22 01:07:03,491:	[Wall TIME] >>> ChiefCoach.train takes 9.707572 seconds ...
2023-09-22 01:07:05,680:	[Wall TIME] >>> ChiefCoach.valid takes 2.163596 seconds ...
2023-09-22 01:07:05,680:	[Coach] >>> TRAIN @Epoch: 355  >>>  || LOSS Avg: 0.07941
2023-09-22 01:07:05,680:	[Coach] >>> VALID @Epoch: 355  >>>  || HITRATE@1 Avg: 0.0161 || HITRATE@5 Avg: 0.0546 || HITRATE@10 Avg: 0.0939 || NDCG@5 Avg: 0.0349 || NDCG@10 Avg: 0.0474
2023-09-22 01:07:05,680:	[Coach] >>> TEST  @Epoch: 355  >>> 
2023-09-22 01:07:16,868:	[Wall TIME] >>> ChiefCoach.train takes 11.187263 seconds ...
2023-09-22 01:07:16,895:	[Coach] >>> TRAIN @Epoch: 356  >>>  || LOSS Avg: 0.07927
2023-09-22 01:07:16,895:	[Coach] >>> VALID @Epoch: 356  >>> 
2023-09-22 01:07:16,895:	[Coach] >>> TEST  @Epoch: 356  >>> 
2023-09-22 01:07:26,904:	[Wall TIME] >>> ChiefCoach.train takes 10.007910 seconds ...
2023-09-22 01:07:26,929:	[Coach] >>> TRAIN @Epoch: 357  >>>  || LOSS Avg: 0.07949
2023-09-22 01:07:26,929:	[Coach] >>> VALID @Epoch: 357  >>> 
2023-09-22 01:07:26,929:	[Coach] >>> TEST  @Epoch: 357  >>> 
2023-09-22 01:07:37,032:	[Wall TIME] >>> ChiefCoach.train takes 10.102082 seconds ...
2023-09-22 01:07:37,056:	[Coach] >>> TRAIN @Epoch: 358  >>>  || LOSS Avg: 0.07970
2023-09-22 01:07:37,057:	[Coach] >>> VALID @Epoch: 358  >>> 
2023-09-22 01:07:37,057:	[Coach] >>> TEST  @Epoch: 358  >>> 
2023-09-22 01:07:47,450:	[Wall TIME] >>> ChiefCoach.train takes 10.393600 seconds ...
2023-09-22 01:07:47,474:	[Coach] >>> TRAIN @Epoch: 359  >>>  || LOSS Avg: 0.07961
2023-09-22 01:07:47,474:	[Coach] >>> VALID @Epoch: 359  >>> 
2023-09-22 01:07:47,474:	[Coach] >>> TEST  @Epoch: 359  >>> 
2023-09-22 01:07:57,875:	[Wall TIME] >>> ChiefCoach.train takes 10.401249 seconds ...
2023-09-22 01:08:00,130:	[Wall TIME] >>> ChiefCoach.valid takes 2.228653 seconds ...
2023-09-22 01:08:00,131:	[Coach] >>> TRAIN @Epoch: 360  >>>  || LOSS Avg: 0.07970
2023-09-22 01:08:00,131:	[Coach] >>> VALID @Epoch: 360  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0548 || HITRATE@10 Avg: 0.0942 || NDCG@5 Avg: 0.0349 || NDCG@10 Avg: 0.0475
2023-09-22 01:08:00,131:	[Coach] >>> TEST  @Epoch: 360  >>> 
2023-09-22 01:08:10,562:	[Wall TIME] >>> ChiefCoach.train takes 10.431164 seconds ...
2023-09-22 01:08:10,589:	[Coach] >>> TRAIN @Epoch: 361  >>>  || LOSS Avg: 0.07969
2023-09-22 01:08:10,589:	[Coach] >>> VALID @Epoch: 361  >>> 
2023-09-22 01:08:10,589:	[Coach] >>> TEST  @Epoch: 361  >>> 
2023-09-22 01:08:20,776:	[Wall TIME] >>> ChiefCoach.train takes 10.186610 seconds ...
2023-09-22 01:08:20,800:	[Coach] >>> TRAIN @Epoch: 362  >>>  || LOSS Avg: 0.07979
2023-09-22 01:08:20,800:	[Coach] >>> VALID @Epoch: 362  >>> 
2023-09-22 01:08:20,800:	[Coach] >>> TEST  @Epoch: 362  >>> 
2023-09-22 01:08:31,429:	[Wall TIME] >>> ChiefCoach.train takes 10.628823 seconds ...
2023-09-22 01:08:31,455:	[Coach] >>> TRAIN @Epoch: 363  >>>  || LOSS Avg: 0.07950
2023-09-22 01:08:31,455:	[Coach] >>> VALID @Epoch: 363  >>> 
2023-09-22 01:08:31,456:	[Coach] >>> TEST  @Epoch: 363  >>> 
2023-09-22 01:08:41,545:	[Wall TIME] >>> ChiefCoach.train takes 10.089406 seconds ...
2023-09-22 01:08:41,569:	[Coach] >>> TRAIN @Epoch: 364  >>>  || LOSS Avg: 0.07966
2023-09-22 01:08:41,570:	[Coach] >>> VALID @Epoch: 364  >>> 
2023-09-22 01:08:41,570:	[Coach] >>> TEST  @Epoch: 364  >>> 
2023-09-22 01:08:51,975:	[Wall TIME] >>> ChiefCoach.train takes 10.405024 seconds ...
2023-09-22 01:08:54,078:	[Wall TIME] >>> ChiefCoach.valid takes 2.076792 seconds ...
2023-09-22 01:08:54,078:	[Coach] >>> TRAIN @Epoch: 365  >>>  || LOSS Avg: 0.07980
2023-09-22 01:08:54,079:	[Coach] >>> VALID @Epoch: 365  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0543 || HITRATE@10 Avg: 0.0906 || NDCG@5 Avg: 0.0345 || NDCG@10 Avg: 0.0461
2023-09-22 01:08:54,079:	[Coach] >>> TEST  @Epoch: 365  >>> 
2023-09-22 01:09:04,496:	[Wall TIME] >>> ChiefCoach.train takes 10.416991 seconds ...
2023-09-22 01:09:04,520:	[Coach] >>> TRAIN @Epoch: 366  >>>  || LOSS Avg: 0.07957
2023-09-22 01:09:04,520:	[Coach] >>> VALID @Epoch: 366  >>> 
2023-09-22 01:09:04,520:	[Coach] >>> TEST  @Epoch: 366  >>> 
2023-09-22 01:09:14,519:	[Wall TIME] >>> ChiefCoach.train takes 9.998012 seconds ...
2023-09-22 01:09:14,541:	[Coach] >>> TRAIN @Epoch: 367  >>>  || LOSS Avg: 0.07958
2023-09-22 01:09:14,542:	[Coach] >>> VALID @Epoch: 367  >>> 
2023-09-22 01:09:14,542:	[Coach] >>> TEST  @Epoch: 367  >>> 
2023-09-22 01:09:24,260:	[Wall TIME] >>> ChiefCoach.train takes 9.718264 seconds ...
2023-09-22 01:09:24,284:	[Coach] >>> TRAIN @Epoch: 368  >>>  || LOSS Avg: 0.07940
2023-09-22 01:09:24,284:	[Coach] >>> VALID @Epoch: 368  >>> 
2023-09-22 01:09:24,284:	[Coach] >>> TEST  @Epoch: 368  >>> 
2023-09-22 01:09:35,353:	[Wall TIME] >>> ChiefCoach.train takes 11.068760 seconds ...
2023-09-22 01:09:35,378:	[Coach] >>> TRAIN @Epoch: 369  >>>  || LOSS Avg: 0.07926
2023-09-22 01:09:35,378:	[Coach] >>> VALID @Epoch: 369  >>> 
2023-09-22 01:09:35,378:	[Coach] >>> TEST  @Epoch: 369  >>> 
2023-09-22 01:09:46,254:	[Wall TIME] >>> ChiefCoach.train takes 10.875904 seconds ...
2023-09-22 01:09:48,517:	[Wall TIME] >>> ChiefCoach.valid takes 2.234335 seconds ...
2023-09-22 01:09:48,517:	[Coach] >>> TRAIN @Epoch: 370  >>>  || LOSS Avg: 0.07936
2023-09-22 01:09:48,517:	[Coach] >>> VALID @Epoch: 370  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0546 || HITRATE@10 Avg: 0.0912 || NDCG@5 Avg: 0.0344 || NDCG@10 Avg: 0.0461
2023-09-22 01:09:48,517:	[Coach] >>> TEST  @Epoch: 370  >>> 
2023-09-22 01:09:58,782:	[Wall TIME] >>> ChiefCoach.train takes 10.264860 seconds ...
2023-09-22 01:09:58,809:	[Coach] >>> TRAIN @Epoch: 371  >>>  || LOSS Avg: 0.07954
2023-09-22 01:09:58,809:	[Coach] >>> VALID @Epoch: 371  >>> 
2023-09-22 01:09:58,809:	[Coach] >>> TEST  @Epoch: 371  >>> 
2023-09-22 01:10:09,272:	[Wall TIME] >>> ChiefCoach.train takes 10.462312 seconds ...
2023-09-22 01:10:09,299:	[Coach] >>> TRAIN @Epoch: 372  >>>  || LOSS Avg: 0.07920
2023-09-22 01:10:09,299:	[Coach] >>> VALID @Epoch: 372  >>> 
2023-09-22 01:10:09,299:	[Coach] >>> TEST  @Epoch: 372  >>> 
2023-09-22 01:10:20,250:	[Wall TIME] >>> ChiefCoach.train takes 10.949959 seconds ...
2023-09-22 01:10:20,282:	[Coach] >>> TRAIN @Epoch: 373  >>>  || LOSS Avg: 0.07915
2023-09-22 01:10:20,283:	[Coach] >>> VALID @Epoch: 373  >>> 
2023-09-22 01:10:20,283:	[Coach] >>> TEST  @Epoch: 373  >>> 
2023-09-22 01:10:30,834:	[Wall TIME] >>> ChiefCoach.train takes 10.551511 seconds ...
2023-09-22 01:10:30,860:	[Coach] >>> TRAIN @Epoch: 374  >>>  || LOSS Avg: 0.07916
2023-09-22 01:10:30,860:	[Coach] >>> VALID @Epoch: 374  >>> 
2023-09-22 01:10:30,860:	[Coach] >>> TEST  @Epoch: 374  >>> 
2023-09-22 01:10:40,917:	[Wall TIME] >>> ChiefCoach.train takes 10.056582 seconds ...
2023-09-22 01:10:43,360:	[Wall TIME] >>> ChiefCoach.valid takes 2.406200 seconds ...
2023-09-22 01:10:43,361:	[Coach] >>> TRAIN @Epoch: 375  >>>  || LOSS Avg: 0.07946
2023-09-22 01:10:43,361:	[Coach] >>> VALID @Epoch: 375  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0540 || HITRATE@10 Avg: 0.0921 || NDCG@5 Avg: 0.0343 || NDCG@10 Avg: 0.0464
2023-09-22 01:10:43,361:	[Coach] >>> TEST  @Epoch: 375  >>> 
2023-09-22 01:10:53,393:	[Wall TIME] >>> ChiefCoach.train takes 10.031757 seconds ...
2023-09-22 01:10:53,419:	[Coach] >>> TRAIN @Epoch: 376  >>>  || LOSS Avg: 0.07931
2023-09-22 01:10:53,419:	[Coach] >>> VALID @Epoch: 376  >>> 
2023-09-22 01:10:53,419:	[Coach] >>> TEST  @Epoch: 376  >>> 
2023-09-22 01:11:03,029:	[Wall TIME] >>> ChiefCoach.train takes 9.609880 seconds ...
2023-09-22 01:11:03,054:	[Coach] >>> TRAIN @Epoch: 377  >>>  || LOSS Avg: 0.07967
2023-09-22 01:11:03,054:	[Coach] >>> VALID @Epoch: 377  >>> 
2023-09-22 01:11:03,054:	[Coach] >>> TEST  @Epoch: 377  >>> 
2023-09-22 01:11:13,126:	[Wall TIME] >>> ChiefCoach.train takes 10.071931 seconds ...
2023-09-22 01:11:13,152:	[Coach] >>> TRAIN @Epoch: 378  >>>  || LOSS Avg: 0.07918
2023-09-22 01:11:13,152:	[Coach] >>> VALID @Epoch: 378  >>> 
2023-09-22 01:11:13,152:	[Coach] >>> TEST  @Epoch: 378  >>> 
2023-09-22 01:11:23,180:	[Wall TIME] >>> ChiefCoach.train takes 10.027379 seconds ...
2023-09-22 01:11:23,205:	[Coach] >>> TRAIN @Epoch: 379  >>>  || LOSS Avg: 0.07937
2023-09-22 01:11:23,205:	[Coach] >>> VALID @Epoch: 379  >>> 
2023-09-22 01:11:23,205:	[Coach] >>> TEST  @Epoch: 379  >>> 
2023-09-22 01:11:32,684:	[Wall TIME] >>> ChiefCoach.train takes 9.478825 seconds ...
2023-09-22 01:11:34,954:	[Wall TIME] >>> ChiefCoach.valid takes 2.245391 seconds ...
2023-09-22 01:11:34,954:	[Coach] >>> TRAIN @Epoch: 380  >>>  || LOSS Avg: 0.07960
2023-09-22 01:11:34,954:	[Coach] >>> VALID @Epoch: 380  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0551 || HITRATE@10 Avg: 0.0934 || NDCG@5 Avg: 0.0348 || NDCG@10 Avg: 0.0470
2023-09-22 01:11:34,954:	[Coach] >>> TEST  @Epoch: 380  >>> 
2023-09-22 01:11:44,875:	[Wall TIME] >>> ChiefCoach.train takes 9.920162 seconds ...
2023-09-22 01:11:44,900:	[Coach] >>> TRAIN @Epoch: 381  >>>  || LOSS Avg: 0.07960
2023-09-22 01:11:44,900:	[Coach] >>> VALID @Epoch: 381  >>> 
2023-09-22 01:11:44,900:	[Coach] >>> TEST  @Epoch: 381  >>> 
2023-09-22 01:11:54,233:	[Wall TIME] >>> ChiefCoach.train takes 9.333078 seconds ...
2023-09-22 01:11:54,259:	[Coach] >>> TRAIN @Epoch: 382  >>>  || LOSS Avg: 0.07994
2023-09-22 01:11:54,259:	[Coach] >>> VALID @Epoch: 382  >>> 
2023-09-22 01:11:54,259:	[Coach] >>> TEST  @Epoch: 382  >>> 
2023-09-22 01:12:04,481:	[Wall TIME] >>> ChiefCoach.train takes 10.221605 seconds ...
2023-09-22 01:12:04,506:	[Coach] >>> TRAIN @Epoch: 383  >>>  || LOSS Avg: 0.07923
2023-09-22 01:12:04,506:	[Coach] >>> VALID @Epoch: 383  >>> 
2023-09-22 01:12:04,507:	[Coach] >>> TEST  @Epoch: 383  >>> 
2023-09-22 01:12:13,954:	[Wall TIME] >>> ChiefCoach.train takes 9.447047 seconds ...
2023-09-22 01:12:13,979:	[Coach] >>> TRAIN @Epoch: 384  >>>  || LOSS Avg: 0.07948
2023-09-22 01:12:13,980:	[Coach] >>> VALID @Epoch: 384  >>> 
2023-09-22 01:12:13,980:	[Coach] >>> TEST  @Epoch: 384  >>> 
2023-09-22 01:12:23,541:	[Wall TIME] >>> ChiefCoach.train takes 9.560944 seconds ...
2023-09-22 01:12:25,796:	[Wall TIME] >>> ChiefCoach.valid takes 2.231209 seconds ...
2023-09-22 01:12:25,796:	[Coach] >>> TRAIN @Epoch: 385  >>>  || LOSS Avg: 0.07894
2023-09-22 01:12:25,797:	[Coach] >>> VALID @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0541 || HITRATE@10 Avg: 0.0945 || NDCG@5 Avg: 0.0340 || NDCG@10 Avg: 0.0470
2023-09-22 01:12:25,797:	[Coach] >>> TEST  @Epoch: 385  >>> 
2023-09-22 01:12:36,168:	[Wall TIME] >>> ChiefCoach.train takes 10.370667 seconds ...
2023-09-22 01:12:36,193:	[Coach] >>> TRAIN @Epoch: 386  >>>  || LOSS Avg: 0.07935
2023-09-22 01:12:36,193:	[Coach] >>> VALID @Epoch: 386  >>> 
2023-09-22 01:12:36,193:	[Coach] >>> TEST  @Epoch: 386  >>> 
2023-09-22 01:12:46,460:	[Wall TIME] >>> ChiefCoach.train takes 10.266676 seconds ...
2023-09-22 01:12:46,490:	[Coach] >>> TRAIN @Epoch: 387  >>>  || LOSS Avg: 0.07898
2023-09-22 01:12:46,490:	[Coach] >>> VALID @Epoch: 387  >>> 
2023-09-22 01:12:46,490:	[Coach] >>> TEST  @Epoch: 387  >>> 
2023-09-22 01:12:57,603:	[Wall TIME] >>> ChiefCoach.train takes 11.112132 seconds ...
2023-09-22 01:12:57,628:	[Coach] >>> TRAIN @Epoch: 388  >>>  || LOSS Avg: 0.07947
2023-09-22 01:12:57,628:	[Coach] >>> VALID @Epoch: 388  >>> 
2023-09-22 01:12:57,628:	[Coach] >>> TEST  @Epoch: 388  >>> 
2023-09-22 01:13:08,559:	[Wall TIME] >>> ChiefCoach.train takes 10.930842 seconds ...
2023-09-22 01:13:08,585:	[Coach] >>> TRAIN @Epoch: 389  >>>  || LOSS Avg: 0.07942
2023-09-22 01:13:08,586:	[Coach] >>> VALID @Epoch: 389  >>> 
2023-09-22 01:13:08,586:	[Coach] >>> TEST  @Epoch: 389  >>> 
2023-09-22 01:13:19,509:	[Wall TIME] >>> ChiefCoach.train takes 10.922733 seconds ...
2023-09-22 01:13:21,732:	[Wall TIME] >>> ChiefCoach.valid takes 2.197460 seconds ...
2023-09-22 01:13:21,732:	[Coach] >>> TRAIN @Epoch: 390  >>>  || LOSS Avg: 0.07915
2023-09-22 01:13:21,732:	[Coach] >>> VALID @Epoch: 390  >>>  || HITRATE@1 Avg: 0.0137 || HITRATE@5 Avg: 0.0545 || HITRATE@10 Avg: 0.0929 || NDCG@5 Avg: 0.0342 || NDCG@10 Avg: 0.0466
2023-09-22 01:13:21,732:	[Coach] >>> TEST  @Epoch: 390  >>> 
2023-09-22 01:13:31,875:	[Wall TIME] >>> ChiefCoach.train takes 10.142515 seconds ...
2023-09-22 01:13:31,899:	[Coach] >>> TRAIN @Epoch: 391  >>>  || LOSS Avg: 0.07955
2023-09-22 01:13:31,899:	[Coach] >>> VALID @Epoch: 391  >>> 
2023-09-22 01:13:31,899:	[Coach] >>> TEST  @Epoch: 391  >>> 
2023-09-22 01:13:42,213:	[Wall TIME] >>> ChiefCoach.train takes 10.313673 seconds ...
2023-09-22 01:13:42,241:	[Coach] >>> TRAIN @Epoch: 392  >>>  || LOSS Avg: 0.07935
2023-09-22 01:13:42,241:	[Coach] >>> VALID @Epoch: 392  >>> 
2023-09-22 01:13:42,241:	[Coach] >>> TEST  @Epoch: 392  >>> 
2023-09-22 01:13:53,003:	[Wall TIME] >>> ChiefCoach.train takes 10.761134 seconds ...
2023-09-22 01:13:53,029:	[Coach] >>> TRAIN @Epoch: 393  >>>  || LOSS Avg: 0.07918
2023-09-22 01:13:53,029:	[Coach] >>> VALID @Epoch: 393  >>> 
2023-09-22 01:13:53,029:	[Coach] >>> TEST  @Epoch: 393  >>> 
2023-09-22 01:14:03,147:	[Wall TIME] >>> ChiefCoach.train takes 10.117968 seconds ...
2023-09-22 01:14:03,171:	[Coach] >>> TRAIN @Epoch: 394  >>>  || LOSS Avg: 0.07936
2023-09-22 01:14:03,171:	[Coach] >>> VALID @Epoch: 394  >>> 
2023-09-22 01:14:03,171:	[Coach] >>> TEST  @Epoch: 394  >>> 
2023-09-22 01:14:14,367:	[Wall TIME] >>> ChiefCoach.train takes 11.196067 seconds ...
2023-09-22 01:14:16,597:	[Wall TIME] >>> ChiefCoach.valid takes 2.202213 seconds ...
2023-09-22 01:14:16,598:	[Coach] >>> TRAIN @Epoch: 395  >>>  || LOSS Avg: 0.07907
2023-09-22 01:14:16,598:	[Coach] >>> VALID @Epoch: 395  >>>  || HITRATE@1 Avg: 0.0136 || HITRATE@5 Avg: 0.0531 || HITRATE@10 Avg: 0.0947 || NDCG@5 Avg: 0.0335 || NDCG@10 Avg: 0.0468
2023-09-22 01:14:16,598:	[Coach] >>> TEST  @Epoch: 395  >>> 
2023-09-22 01:14:27,208:	[Wall TIME] >>> ChiefCoach.train takes 10.609772 seconds ...
2023-09-22 01:14:27,241:	[Coach] >>> TRAIN @Epoch: 396  >>>  || LOSS Avg: 0.07937
2023-09-22 01:14:27,241:	[Coach] >>> VALID @Epoch: 396  >>> 
2023-09-22 01:14:27,241:	[Coach] >>> TEST  @Epoch: 396  >>> 
2023-09-22 01:14:37,699:	[Wall TIME] >>> ChiefCoach.train takes 10.457225 seconds ...
2023-09-22 01:14:37,733:	[Coach] >>> TRAIN @Epoch: 397  >>>  || LOSS Avg: 0.07958
2023-09-22 01:14:37,733:	[Coach] >>> VALID @Epoch: 397  >>> 
2023-09-22 01:14:37,733:	[Coach] >>> TEST  @Epoch: 397  >>> 
2023-09-22 01:14:47,817:	[Wall TIME] >>> ChiefCoach.train takes 10.084082 seconds ...
2023-09-22 01:14:47,846:	[Coach] >>> TRAIN @Epoch: 398  >>>  || LOSS Avg: 0.07915
2023-09-22 01:14:47,847:	[Coach] >>> VALID @Epoch: 398  >>> 
2023-09-22 01:14:47,847:	[Coach] >>> TEST  @Epoch: 398  >>> 
2023-09-22 01:14:59,163:	[Wall TIME] >>> ChiefCoach.train takes 11.316459 seconds ...
2023-09-22 01:14:59,201:	[Coach] >>> TRAIN @Epoch: 399  >>>  || LOSS Avg: 0.07891
2023-09-22 01:14:59,201:	[Coach] >>> VALID @Epoch: 399  >>> 
2023-09-22 01:14:59,201:	[Coach] >>> TEST  @Epoch: 399  >>> 
2023-09-22 01:15:09,820:	[Wall TIME] >>> ChiefCoach.train takes 10.619080 seconds ...
2023-09-22 01:15:12,024:	[Wall TIME] >>> ChiefCoach.valid takes 2.178133 seconds ...
2023-09-22 01:15:12,024:	[Coach] >>> TRAIN @Epoch: 400  >>>  || LOSS Avg: 0.07950
2023-09-22 01:15:12,025:	[Coach] >>> VALID @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0132 || HITRATE@5 Avg: 0.0546 || HITRATE@10 Avg: 0.0916 || NDCG@5 Avg: 0.0338 || NDCG@10 Avg: 0.0456
2023-09-22 01:15:12,025:	[Coach] >>> TEST  @Epoch: 400  >>> 
2023-09-22 01:15:23,051:	[Wall TIME] >>> ChiefCoach.train takes 11.026119 seconds ...
2023-09-22 01:15:23,079:	[Coach] >>> TRAIN @Epoch: 401  >>>  || LOSS Avg: 0.07906
2023-09-22 01:15:23,079:	[Coach] >>> VALID @Epoch: 401  >>> 
2023-09-22 01:15:23,079:	[Coach] >>> TEST  @Epoch: 401  >>> 
2023-09-22 01:15:32,576:	[Wall TIME] >>> ChiefCoach.train takes 9.497065 seconds ...
2023-09-22 01:15:32,600:	[Coach] >>> TRAIN @Epoch: 402  >>>  || LOSS Avg: 0.07914
2023-09-22 01:15:32,600:	[Coach] >>> VALID @Epoch: 402  >>> 
2023-09-22 01:15:32,601:	[Coach] >>> TEST  @Epoch: 402  >>> 
2023-09-22 01:15:42,837:	[Wall TIME] >>> ChiefCoach.train takes 10.236314 seconds ...
2023-09-22 01:15:42,868:	[Coach] >>> TRAIN @Epoch: 403  >>>  || LOSS Avg: 0.07907
2023-09-22 01:15:42,868:	[Coach] >>> VALID @Epoch: 403  >>> 
2023-09-22 01:15:42,868:	[Coach] >>> TEST  @Epoch: 403  >>> 
2023-09-22 01:15:53,174:	[Wall TIME] >>> ChiefCoach.train takes 10.305709 seconds ...
2023-09-22 01:15:53,203:	[Coach] >>> TRAIN @Epoch: 404  >>>  || LOSS Avg: 0.07883
2023-09-22 01:15:53,203:	[Coach] >>> VALID @Epoch: 404  >>> 
2023-09-22 01:15:53,204:	[Coach] >>> TEST  @Epoch: 404  >>> 
2023-09-22 01:16:03,737:	[Wall TIME] >>> ChiefCoach.train takes 10.533716 seconds ...
2023-09-22 01:16:06,013:	[Wall TIME] >>> ChiefCoach.valid takes 2.243139 seconds ...
2023-09-22 01:16:06,013:	[Coach] >>> TRAIN @Epoch: 405  >>>  || LOSS Avg: 0.07917
2023-09-22 01:16:06,014:	[Coach] >>> VALID @Epoch: 405  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0531 || HITRATE@10 Avg: 0.0911 || NDCG@5 Avg: 0.0340 || NDCG@10 Avg: 0.0463
2023-09-22 01:16:06,014:	[Coach] >>> TEST  @Epoch: 405  >>> 
2023-09-22 01:16:16,855:	[Wall TIME] >>> ChiefCoach.train takes 10.841047 seconds ...
2023-09-22 01:16:16,882:	[Coach] >>> TRAIN @Epoch: 406  >>>  || LOSS Avg: 0.07924
2023-09-22 01:16:16,882:	[Coach] >>> VALID @Epoch: 406  >>> 
2023-09-22 01:16:16,882:	[Coach] >>> TEST  @Epoch: 406  >>> 
2023-09-22 01:16:27,711:	[Wall TIME] >>> ChiefCoach.train takes 10.828650 seconds ...
2023-09-22 01:16:27,742:	[Coach] >>> TRAIN @Epoch: 407  >>>  || LOSS Avg: 0.07945
2023-09-22 01:16:27,742:	[Coach] >>> VALID @Epoch: 407  >>> 
2023-09-22 01:16:27,743:	[Coach] >>> TEST  @Epoch: 407  >>> 
2023-09-22 01:16:38,905:	[Wall TIME] >>> ChiefCoach.train takes 11.162415 seconds ...
2023-09-22 01:16:38,942:	[Coach] >>> TRAIN @Epoch: 408  >>>  || LOSS Avg: 0.07940
2023-09-22 01:16:38,942:	[Coach] >>> VALID @Epoch: 408  >>> 
2023-09-22 01:16:38,942:	[Coach] >>> TEST  @Epoch: 408  >>> 
2023-09-22 01:16:50,425:	[Wall TIME] >>> ChiefCoach.train takes 11.482886 seconds ...
2023-09-22 01:16:50,450:	[Coach] >>> TRAIN @Epoch: 409  >>>  || LOSS Avg: 0.07917
2023-09-22 01:16:50,450:	[Coach] >>> VALID @Epoch: 409  >>> 
2023-09-22 01:16:50,450:	[Coach] >>> TEST  @Epoch: 409  >>> 
2023-09-22 01:17:00,910:	[Wall TIME] >>> ChiefCoach.train takes 10.459430 seconds ...
2023-09-22 01:17:03,112:	[Wall TIME] >>> ChiefCoach.valid takes 2.170255 seconds ...
2023-09-22 01:17:03,112:	[Coach] >>> TRAIN @Epoch: 410  >>>  || LOSS Avg: 0.07926
2023-09-22 01:17:03,113:	[Coach] >>> VALID @Epoch: 410  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0546 || HITRATE@10 Avg: 0.0944 || NDCG@5 Avg: 0.0343 || NDCG@10 Avg: 0.0471
2023-09-22 01:17:03,113:	[Coach] >>> TEST  @Epoch: 410  >>> 
2023-09-22 01:17:13,042:	[Wall TIME] >>> ChiefCoach.train takes 9.928535 seconds ...
2023-09-22 01:17:13,079:	[Coach] >>> TRAIN @Epoch: 411  >>>  || LOSS Avg: 0.07882
2023-09-22 01:17:13,080:	[Coach] >>> VALID @Epoch: 411  >>> 
2023-09-22 01:17:13,080:	[Coach] >>> TEST  @Epoch: 411  >>> 
2023-09-22 01:17:23,235:	[Wall TIME] >>> ChiefCoach.train takes 10.154608 seconds ...
2023-09-22 01:17:23,261:	[Coach] >>> TRAIN @Epoch: 412  >>>  || LOSS Avg: 0.07908
2023-09-22 01:17:23,261:	[Coach] >>> VALID @Epoch: 412  >>> 
2023-09-22 01:17:23,261:	[Coach] >>> TEST  @Epoch: 412  >>> 
2023-09-22 01:17:33,237:	[Wall TIME] >>> ChiefCoach.train takes 9.975550 seconds ...
2023-09-22 01:17:33,261:	[Coach] >>> TRAIN @Epoch: 413  >>>  || LOSS Avg: 0.07943
2023-09-22 01:17:33,262:	[Coach] >>> VALID @Epoch: 413  >>> 
2023-09-22 01:17:33,262:	[Coach] >>> TEST  @Epoch: 413  >>> 
2023-09-22 01:17:42,634:	[Wall TIME] >>> ChiefCoach.train takes 9.371777 seconds ...
2023-09-22 01:17:42,660:	[Coach] >>> TRAIN @Epoch: 414  >>>  || LOSS Avg: 0.07909
2023-09-22 01:17:42,660:	[Coach] >>> VALID @Epoch: 414  >>> 
2023-09-22 01:17:42,660:	[Coach] >>> TEST  @Epoch: 414  >>> 
2023-09-22 01:17:53,674:	[Wall TIME] >>> ChiefCoach.train takes 11.013258 seconds ...
2023-09-22 01:17:55,923:	[Wall TIME] >>> ChiefCoach.valid takes 2.210661 seconds ...
2023-09-22 01:17:55,924:	[Coach] >>> TRAIN @Epoch: 415  >>>  || LOSS Avg: 0.07920
2023-09-22 01:17:55,924:	[Coach] >>> VALID @Epoch: 415  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0545 || HITRATE@10 Avg: 0.0927 || NDCG@5 Avg: 0.0339 || NDCG@10 Avg: 0.0461
2023-09-22 01:17:55,924:	[Coach] >>> TEST  @Epoch: 415  >>> 
2023-09-22 01:18:06,190:	[Wall TIME] >>> ChiefCoach.train takes 10.265687 seconds ...
2023-09-22 01:18:06,215:	[Coach] >>> TRAIN @Epoch: 416  >>>  || LOSS Avg: 0.07928
2023-09-22 01:18:06,215:	[Coach] >>> VALID @Epoch: 416  >>> 
2023-09-22 01:18:06,216:	[Coach] >>> TEST  @Epoch: 416  >>> 
2023-09-22 01:18:16,272:	[Wall TIME] >>> ChiefCoach.train takes 10.056552 seconds ...
2023-09-22 01:18:16,300:	[Coach] >>> TRAIN @Epoch: 417  >>>  || LOSS Avg: 0.07921
2023-09-22 01:18:16,301:	[Coach] >>> VALID @Epoch: 417  >>> 
2023-09-22 01:18:16,301:	[Coach] >>> TEST  @Epoch: 417  >>> 
2023-09-22 01:18:25,865:	[Wall TIME] >>> ChiefCoach.train takes 9.564032 seconds ...
2023-09-22 01:18:25,892:	[Coach] >>> TRAIN @Epoch: 418  >>>  || LOSS Avg: 0.07901
2023-09-22 01:18:25,892:	[Coach] >>> VALID @Epoch: 418  >>> 
2023-09-22 01:18:25,892:	[Coach] >>> TEST  @Epoch: 418  >>> 
2023-09-22 01:18:35,523:	[Wall TIME] >>> ChiefCoach.train takes 9.631275 seconds ...
2023-09-22 01:18:35,553:	[Coach] >>> TRAIN @Epoch: 419  >>>  || LOSS Avg: 0.07913
2023-09-22 01:18:35,553:	[Coach] >>> VALID @Epoch: 419  >>> 
2023-09-22 01:18:35,553:	[Coach] >>> TEST  @Epoch: 419  >>> 
2023-09-22 01:18:45,638:	[Wall TIME] >>> ChiefCoach.train takes 10.083921 seconds ...
2023-09-22 01:18:47,830:	[Wall TIME] >>> ChiefCoach.valid takes 2.166744 seconds ...
2023-09-22 01:18:47,831:	[Coach] >>> TRAIN @Epoch: 420  >>>  || LOSS Avg: 0.07918
2023-09-22 01:18:47,831:	[Coach] >>> VALID @Epoch: 420  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0548 || HITRATE@10 Avg: 0.0944 || NDCG@5 Avg: 0.0340 || NDCG@10 Avg: 0.0467
2023-09-22 01:18:47,831:	[Coach] >>> TEST  @Epoch: 420  >>> 
2023-09-22 01:18:58,225:	[Wall TIME] >>> ChiefCoach.train takes 10.393940 seconds ...
2023-09-22 01:18:58,254:	[Coach] >>> TRAIN @Epoch: 421  >>>  || LOSS Avg: 0.07933
2023-09-22 01:18:58,254:	[Coach] >>> VALID @Epoch: 421  >>> 
2023-09-22 01:18:58,254:	[Coach] >>> TEST  @Epoch: 421  >>> 
2023-09-22 01:19:07,824:	[Wall TIME] >>> ChiefCoach.train takes 9.568883 seconds ...
2023-09-22 01:19:07,863:	[Coach] >>> TRAIN @Epoch: 422  >>>  || LOSS Avg: 0.07880
2023-09-22 01:19:07,864:	[Coach] >>> VALID @Epoch: 422  >>> 
2023-09-22 01:19:07,864:	[Coach] >>> TEST  @Epoch: 422  >>> 
2023-09-22 01:19:17,779:	[Wall TIME] >>> ChiefCoach.train takes 9.914371 seconds ...
2023-09-22 01:19:17,803:	[Coach] >>> TRAIN @Epoch: 423  >>>  || LOSS Avg: 0.07889
2023-09-22 01:19:17,803:	[Coach] >>> VALID @Epoch: 423  >>> 
2023-09-22 01:19:17,804:	[Coach] >>> TEST  @Epoch: 423  >>> 
2023-09-22 01:19:28,195:	[Wall TIME] >>> ChiefCoach.train takes 10.391287 seconds ...
2023-09-22 01:19:28,222:	[Coach] >>> TRAIN @Epoch: 424  >>>  || LOSS Avg: 0.07905
2023-09-22 01:19:28,223:	[Coach] >>> VALID @Epoch: 424  >>> 
2023-09-22 01:19:28,223:	[Coach] >>> TEST  @Epoch: 424  >>> 
2023-09-22 01:19:38,701:	[Wall TIME] >>> ChiefCoach.train takes 10.477953 seconds ...
2023-09-22 01:19:40,920:	[Wall TIME] >>> ChiefCoach.valid takes 2.186649 seconds ...
2023-09-22 01:19:40,921:	[Coach] >>> TRAIN @Epoch: 425  >>>  || LOSS Avg: 0.07936
2023-09-22 01:19:40,921:	[Coach] >>> VALID @Epoch: 425  >>>  || HITRATE@1 Avg: 0.0132 || HITRATE@5 Avg: 0.0566 || HITRATE@10 Avg: 0.0962 || NDCG@5 Avg: 0.0344 || NDCG@10 Avg: 0.0469
2023-09-22 01:19:40,921:	[Coach] >>> TEST  @Epoch: 425  >>> 
2023-09-22 01:19:51,500:	[Wall TIME] >>> ChiefCoach.train takes 10.579201 seconds ...
2023-09-22 01:19:51,528:	[Coach] >>> TRAIN @Epoch: 426  >>>  || LOSS Avg: 0.07896
2023-09-22 01:19:51,528:	[Coach] >>> VALID @Epoch: 426  >>> 
2023-09-22 01:19:51,529:	[Coach] >>> TEST  @Epoch: 426  >>> 
2023-09-22 01:20:01,800:	[Wall TIME] >>> ChiefCoach.train takes 10.270888 seconds ...
2023-09-22 01:20:01,825:	[Coach] >>> TRAIN @Epoch: 427  >>>  || LOSS Avg: 0.07906
2023-09-22 01:20:01,825:	[Coach] >>> VALID @Epoch: 427  >>> 
2023-09-22 01:20:01,825:	[Coach] >>> TEST  @Epoch: 427  >>> 
2023-09-22 01:20:11,473:	[Wall TIME] >>> ChiefCoach.train takes 9.647338 seconds ...
2023-09-22 01:20:11,497:	[Coach] >>> TRAIN @Epoch: 428  >>>  || LOSS Avg: 0.07923
2023-09-22 01:20:11,497:	[Coach] >>> VALID @Epoch: 428  >>> 
2023-09-22 01:20:11,497:	[Coach] >>> TEST  @Epoch: 428  >>> 
2023-09-22 01:20:22,035:	[Wall TIME] >>> ChiefCoach.train takes 10.538083 seconds ...
2023-09-22 01:20:22,061:	[Coach] >>> TRAIN @Epoch: 429  >>>  || LOSS Avg: 0.07927
2023-09-22 01:20:22,061:	[Coach] >>> VALID @Epoch: 429  >>> 
2023-09-22 01:20:22,061:	[Coach] >>> TEST  @Epoch: 429  >>> 
2023-09-22 01:20:32,066:	[Wall TIME] >>> ChiefCoach.train takes 10.004642 seconds ...
2023-09-22 01:20:34,314:	[Wall TIME] >>> ChiefCoach.valid takes 2.224413 seconds ...
2023-09-22 01:20:34,315:	[Coach] >>> TRAIN @Epoch: 430  >>>  || LOSS Avg: 0.07894
2023-09-22 01:20:34,315:	[Coach] >>> VALID @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0530 || HITRATE@10 Avg: 0.0952 || NDCG@5 Avg: 0.0334 || NDCG@10 Avg: 0.0469
2023-09-22 01:20:34,315:	[Coach] >>> TEST  @Epoch: 430  >>> 
2023-09-22 01:20:44,390:	[Wall TIME] >>> ChiefCoach.train takes 10.074828 seconds ...
2023-09-22 01:20:44,415:	[Coach] >>> TRAIN @Epoch: 431  >>>  || LOSS Avg: 0.07877
2023-09-22 01:20:44,415:	[Coach] >>> VALID @Epoch: 431  >>> 
2023-09-22 01:20:44,415:	[Coach] >>> TEST  @Epoch: 431  >>> 
2023-09-22 01:20:54,771:	[Wall TIME] >>> ChiefCoach.train takes 10.355692 seconds ...
2023-09-22 01:20:54,796:	[Coach] >>> TRAIN @Epoch: 432  >>>  || LOSS Avg: 0.07914
2023-09-22 01:20:54,796:	[Coach] >>> VALID @Epoch: 432  >>> 
2023-09-22 01:20:54,796:	[Coach] >>> TEST  @Epoch: 432  >>> 
2023-09-22 01:21:04,308:	[Wall TIME] >>> ChiefCoach.train takes 9.511652 seconds ...
2023-09-22 01:21:04,333:	[Coach] >>> TRAIN @Epoch: 433  >>>  || LOSS Avg: 0.07918
2023-09-22 01:21:04,333:	[Coach] >>> VALID @Epoch: 433  >>> 
2023-09-22 01:21:04,333:	[Coach] >>> TEST  @Epoch: 433  >>> 
2023-09-22 01:21:14,266:	[Wall TIME] >>> ChiefCoach.train takes 9.933051 seconds ...
2023-09-22 01:21:14,290:	[Coach] >>> TRAIN @Epoch: 434  >>>  || LOSS Avg: 0.07900
2023-09-22 01:21:14,291:	[Coach] >>> VALID @Epoch: 434  >>> 
2023-09-22 01:21:14,291:	[Coach] >>> TEST  @Epoch: 434  >>> 
2023-09-22 01:21:24,223:	[Wall TIME] >>> ChiefCoach.train takes 9.932499 seconds ...
2023-09-22 01:21:26,413:	[Wall TIME] >>> ChiefCoach.valid takes 2.163441 seconds ...
2023-09-22 01:21:26,413:	[Coach] >>> TRAIN @Epoch: 435  >>>  || LOSS Avg: 0.07900
2023-09-22 01:21:26,413:	[Coach] >>> VALID @Epoch: 435  >>>  || HITRATE@1 Avg: 0.0136 || HITRATE@5 Avg: 0.0540 || HITRATE@10 Avg: 0.0924 || NDCG@5 Avg: 0.0334 || NDCG@10 Avg: 0.0456
2023-09-22 01:21:26,413:	[Coach] >>> TEST  @Epoch: 435  >>> 
2023-09-22 01:21:35,945:	[Wall TIME] >>> ChiefCoach.train takes 9.531724 seconds ...
2023-09-22 01:21:35,976:	[Coach] >>> TRAIN @Epoch: 436  >>>  || LOSS Avg: 0.07883
2023-09-22 01:21:35,976:	[Coach] >>> VALID @Epoch: 436  >>> 
2023-09-22 01:21:35,976:	[Coach] >>> TEST  @Epoch: 436  >>> 
2023-09-22 01:21:46,591:	[Wall TIME] >>> ChiefCoach.train takes 10.614982 seconds ...
2023-09-22 01:21:46,616:	[Coach] >>> TRAIN @Epoch: 437  >>>  || LOSS Avg: 0.07842
2023-09-22 01:21:46,616:	[Coach] >>> VALID @Epoch: 437  >>> 
2023-09-22 01:21:46,616:	[Coach] >>> TEST  @Epoch: 437  >>> 
2023-09-22 01:21:56,704:	[Wall TIME] >>> ChiefCoach.train takes 10.087539 seconds ...
2023-09-22 01:21:56,729:	[Coach] >>> TRAIN @Epoch: 438  >>>  || LOSS Avg: 0.07901
2023-09-22 01:21:56,729:	[Coach] >>> VALID @Epoch: 438  >>> 
2023-09-22 01:21:56,729:	[Coach] >>> TEST  @Epoch: 438  >>> 
2023-09-22 01:22:05,880:	[Wall TIME] >>> ChiefCoach.train takes 9.151389 seconds ...
2023-09-22 01:22:05,916:	[Coach] >>> TRAIN @Epoch: 439  >>>  || LOSS Avg: 0.07904
2023-09-22 01:22:05,916:	[Coach] >>> VALID @Epoch: 439  >>> 
2023-09-22 01:22:05,916:	[Coach] >>> TEST  @Epoch: 439  >>> 
2023-09-22 01:22:14,965:	[Wall TIME] >>> ChiefCoach.train takes 9.048702 seconds ...
2023-09-22 01:22:17,145:	[Wall TIME] >>> ChiefCoach.valid takes 2.143782 seconds ...
2023-09-22 01:22:17,145:	[Coach] >>> TRAIN @Epoch: 440  >>>  || LOSS Avg: 0.07907
2023-09-22 01:22:17,145:	[Coach] >>> VALID @Epoch: 440  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0545 || HITRATE@10 Avg: 0.0954 || NDCG@5 Avg: 0.0339 || NDCG@10 Avg: 0.0469
2023-09-22 01:22:17,145:	[Coach] >>> TEST  @Epoch: 440  >>> 
2023-09-22 01:22:27,500:	[Wall TIME] >>> ChiefCoach.train takes 10.354508 seconds ...
2023-09-22 01:22:27,536:	[Coach] >>> TRAIN @Epoch: 441  >>>  || LOSS Avg: 0.07913
2023-09-22 01:22:27,536:	[Coach] >>> VALID @Epoch: 441  >>> 
2023-09-22 01:22:27,536:	[Coach] >>> TEST  @Epoch: 441  >>> 
2023-09-22 01:22:37,047:	[Wall TIME] >>> ChiefCoach.train takes 9.510021 seconds ...
2023-09-22 01:22:37,073:	[Coach] >>> TRAIN @Epoch: 442  >>>  || LOSS Avg: 0.07868
2023-09-22 01:22:37,074:	[Coach] >>> VALID @Epoch: 442  >>> 
2023-09-22 01:22:37,074:	[Coach] >>> TEST  @Epoch: 442  >>> 
2023-09-22 01:22:46,942:	[Wall TIME] >>> ChiefCoach.train takes 9.867940 seconds ...
2023-09-22 01:22:46,967:	[Coach] >>> TRAIN @Epoch: 443  >>>  || LOSS Avg: 0.07905
2023-09-22 01:22:46,967:	[Coach] >>> VALID @Epoch: 443  >>> 
2023-09-22 01:22:46,967:	[Coach] >>> TEST  @Epoch: 443  >>> 
2023-09-22 01:22:56,812:	[Wall TIME] >>> ChiefCoach.train takes 9.844439 seconds ...
2023-09-22 01:22:56,838:	[Coach] >>> TRAIN @Epoch: 444  >>>  || LOSS Avg: 0.07908
2023-09-22 01:22:56,838:	[Coach] >>> VALID @Epoch: 444  >>> 
2023-09-22 01:22:56,838:	[Coach] >>> TEST  @Epoch: 444  >>> 
2023-09-22 01:23:06,819:	[Wall TIME] >>> ChiefCoach.train takes 9.980757 seconds ...
2023-09-22 01:23:08,993:	[Wall TIME] >>> ChiefCoach.valid takes 2.148134 seconds ...
2023-09-22 01:23:08,993:	[Coach] >>> TRAIN @Epoch: 445  >>>  || LOSS Avg: 0.07882
2023-09-22 01:23:08,993:	[Coach] >>> VALID @Epoch: 445  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0553 || HITRATE@10 Avg: 0.0935 || NDCG@5 Avg: 0.0349 || NDCG@10 Avg: 0.0471
2023-09-22 01:23:08,993:	[Coach] >>> TEST  @Epoch: 445  >>> 
2023-09-22 01:23:19,950:	[Wall TIME] >>> ChiefCoach.train takes 10.956056 seconds ...
2023-09-22 01:23:19,973:	[Coach] >>> TRAIN @Epoch: 446  >>>  || LOSS Avg: 0.07869
2023-09-22 01:23:19,974:	[Coach] >>> VALID @Epoch: 446  >>> 
2023-09-22 01:23:19,974:	[Coach] >>> TEST  @Epoch: 446  >>> 
2023-09-22 01:23:30,985:	[Wall TIME] >>> ChiefCoach.train takes 11.010740 seconds ...
2023-09-22 01:23:31,009:	[Coach] >>> TRAIN @Epoch: 447  >>>  || LOSS Avg: 0.07875
2023-09-22 01:23:31,009:	[Coach] >>> VALID @Epoch: 447  >>> 
2023-09-22 01:23:31,009:	[Coach] >>> TEST  @Epoch: 447  >>> 
2023-09-22 01:23:41,259:	[Wall TIME] >>> ChiefCoach.train takes 10.249731 seconds ...
2023-09-22 01:23:41,288:	[Coach] >>> TRAIN @Epoch: 448  >>>  || LOSS Avg: 0.07898
2023-09-22 01:23:41,288:	[Coach] >>> VALID @Epoch: 448  >>> 
2023-09-22 01:23:41,288:	[Coach] >>> TEST  @Epoch: 448  >>> 
2023-09-22 01:23:50,929:	[Wall TIME] >>> ChiefCoach.train takes 9.640941 seconds ...
2023-09-22 01:23:50,953:	[Coach] >>> TRAIN @Epoch: 449  >>>  || LOSS Avg: 0.07875
2023-09-22 01:23:50,953:	[Coach] >>> VALID @Epoch: 449  >>> 
2023-09-22 01:23:50,953:	[Coach] >>> TEST  @Epoch: 449  >>> 
2023-09-22 01:24:01,094:	[Wall TIME] >>> ChiefCoach.train takes 10.141033 seconds ...
2023-09-22 01:24:03,268:	[Wall TIME] >>> ChiefCoach.valid takes 2.148157 seconds ...
2023-09-22 01:24:03,268:	[Coach] >>> TRAIN @Epoch: 450  >>>  || LOSS Avg: 0.07905
2023-09-22 01:24:03,268:	[Coach] >>> VALID @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0538 || HITRATE@10 Avg: 0.0929 || NDCG@5 Avg: 0.0341 || NDCG@10 Avg: 0.0467
2023-09-22 01:24:03,268:	[Coach] >>> TEST  @Epoch: 450  >>> 
2023-09-22 01:24:12,740:	[Wall TIME] >>> ChiefCoach.train takes 9.471749 seconds ...
2023-09-22 01:24:12,765:	[Coach] >>> TRAIN @Epoch: 451  >>>  || LOSS Avg: 0.07882
2023-09-22 01:24:12,765:	[Coach] >>> VALID @Epoch: 451  >>> 
2023-09-22 01:24:12,766:	[Coach] >>> TEST  @Epoch: 451  >>> 
2023-09-22 01:24:22,729:	[Wall TIME] >>> ChiefCoach.train takes 9.962910 seconds ...
2023-09-22 01:24:22,754:	[Coach] >>> TRAIN @Epoch: 452  >>>  || LOSS Avg: 0.07924
2023-09-22 01:24:22,754:	[Coach] >>> VALID @Epoch: 452  >>> 
2023-09-22 01:24:22,754:	[Coach] >>> TEST  @Epoch: 452  >>> 
2023-09-22 01:24:32,748:	[Wall TIME] >>> ChiefCoach.train takes 9.993536 seconds ...
2023-09-22 01:24:32,773:	[Coach] >>> TRAIN @Epoch: 453  >>>  || LOSS Avg: 0.07902
2023-09-22 01:24:32,773:	[Coach] >>> VALID @Epoch: 453  >>> 
2023-09-22 01:24:32,773:	[Coach] >>> TEST  @Epoch: 453  >>> 
2023-09-22 01:24:42,487:	[Wall TIME] >>> ChiefCoach.train takes 9.714299 seconds ...
2023-09-22 01:24:42,512:	[Coach] >>> TRAIN @Epoch: 454  >>>  || LOSS Avg: 0.07913
2023-09-22 01:24:42,512:	[Coach] >>> VALID @Epoch: 454  >>> 
2023-09-22 01:24:42,512:	[Coach] >>> TEST  @Epoch: 454  >>> 
2023-09-22 01:24:52,236:	[Wall TIME] >>> ChiefCoach.train takes 9.723531 seconds ...
2023-09-22 01:24:54,520:	[Wall TIME] >>> ChiefCoach.valid takes 2.245692 seconds ...
2023-09-22 01:24:54,520:	[Coach] >>> TRAIN @Epoch: 455  >>>  || LOSS Avg: 0.07889
2023-09-22 01:24:54,520:	[Coach] >>> VALID @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0533 || HITRATE@10 Avg: 0.0937 || NDCG@5 Avg: 0.0335 || NDCG@10 Avg: 0.0464
2023-09-22 01:24:54,520:	[Coach] >>> TEST  @Epoch: 455  >>> 
2023-09-22 01:25:04,823:	[Wall TIME] >>> ChiefCoach.train takes 10.302792 seconds ...
2023-09-22 01:25:04,857:	[Coach] >>> TRAIN @Epoch: 456  >>>  || LOSS Avg: 0.07867
2023-09-22 01:25:04,857:	[Coach] >>> VALID @Epoch: 456  >>> 
2023-09-22 01:25:04,857:	[Coach] >>> TEST  @Epoch: 456  >>> 
2023-09-22 01:25:14,568:	[Wall TIME] >>> ChiefCoach.train takes 9.710582 seconds ...
2023-09-22 01:25:14,592:	[Coach] >>> TRAIN @Epoch: 457  >>>  || LOSS Avg: 0.07934
2023-09-22 01:25:14,592:	[Coach] >>> VALID @Epoch: 457  >>> 
2023-09-22 01:25:14,593:	[Coach] >>> TEST  @Epoch: 457  >>> 
2023-09-22 01:25:24,704:	[Wall TIME] >>> ChiefCoach.train takes 10.110906 seconds ...
2023-09-22 01:25:24,728:	[Coach] >>> TRAIN @Epoch: 458  >>>  || LOSS Avg: 0.07931
2023-09-22 01:25:24,728:	[Coach] >>> VALID @Epoch: 458  >>> 
2023-09-22 01:25:24,728:	[Coach] >>> TEST  @Epoch: 458  >>> 
2023-09-22 01:25:34,835:	[Wall TIME] >>> ChiefCoach.train takes 10.107158 seconds ...
2023-09-22 01:25:34,860:	[Coach] >>> TRAIN @Epoch: 459  >>>  || LOSS Avg: 0.07851
2023-09-22 01:25:34,860:	[Coach] >>> VALID @Epoch: 459  >>> 
2023-09-22 01:25:34,861:	[Coach] >>> TEST  @Epoch: 459  >>> 
2023-09-22 01:25:44,928:	[Wall TIME] >>> ChiefCoach.train takes 10.067366 seconds ...
2023-09-22 01:25:47,059:	[Wall TIME] >>> ChiefCoach.valid takes 2.105570 seconds ...
2023-09-22 01:25:47,060:	[Coach] >>> TRAIN @Epoch: 460  >>>  || LOSS Avg: 0.07891
2023-09-22 01:25:47,060:	[Coach] >>> VALID @Epoch: 460  >>>  || HITRATE@1 Avg: 0.0132 || HITRATE@5 Avg: 0.0530 || HITRATE@10 Avg: 0.0942 || NDCG@5 Avg: 0.0329 || NDCG@10 Avg: 0.0461
2023-09-22 01:25:47,060:	[Coach] >>> TEST  @Epoch: 460  >>> 
2023-09-22 01:25:58,343:	[Wall TIME] >>> ChiefCoach.train takes 11.282695 seconds ...
2023-09-22 01:25:58,368:	[Coach] >>> TRAIN @Epoch: 461  >>>  || LOSS Avg: 0.07890
2023-09-22 01:25:58,368:	[Coach] >>> VALID @Epoch: 461  >>> 
2023-09-22 01:25:58,368:	[Coach] >>> TEST  @Epoch: 461  >>> 
2023-09-22 01:26:08,683:	[Wall TIME] >>> ChiefCoach.train takes 10.314589 seconds ...
2023-09-22 01:26:08,719:	[Coach] >>> TRAIN @Epoch: 462  >>>  || LOSS Avg: 0.07877
2023-09-22 01:26:08,719:	[Coach] >>> VALID @Epoch: 462  >>> 
2023-09-22 01:26:08,719:	[Coach] >>> TEST  @Epoch: 462  >>> 
2023-09-22 01:26:19,208:	[Wall TIME] >>> ChiefCoach.train takes 10.488980 seconds ...
2023-09-22 01:26:19,233:	[Coach] >>> TRAIN @Epoch: 463  >>>  || LOSS Avg: 0.07876
2023-09-22 01:26:19,233:	[Coach] >>> VALID @Epoch: 463  >>> 
2023-09-22 01:26:19,233:	[Coach] >>> TEST  @Epoch: 463  >>> 
2023-09-22 01:26:29,755:	[Wall TIME] >>> ChiefCoach.train takes 10.522190 seconds ...
2023-09-22 01:26:29,782:	[Coach] >>> TRAIN @Epoch: 464  >>>  || LOSS Avg: 0.07883
2023-09-22 01:26:29,783:	[Coach] >>> VALID @Epoch: 464  >>> 
2023-09-22 01:26:29,783:	[Coach] >>> TEST  @Epoch: 464  >>> 
2023-09-22 01:26:41,245:	[Wall TIME] >>> ChiefCoach.train takes 11.462398 seconds ...
2023-09-22 01:26:43,457:	[Wall TIME] >>> ChiefCoach.valid takes 2.184753 seconds ...
2023-09-22 01:26:43,457:	[Coach] >>> TRAIN @Epoch: 465  >>>  || LOSS Avg: 0.07835
2023-09-22 01:26:43,458:	[Coach] >>> VALID @Epoch: 465  >>>  || HITRATE@1 Avg: 0.0132 || HITRATE@5 Avg: 0.0520 || HITRATE@10 Avg: 0.0937 || NDCG@5 Avg: 0.0327 || NDCG@10 Avg: 0.0462
2023-09-22 01:26:43,458:	[Coach] >>> TEST  @Epoch: 465  >>> 
2023-09-22 01:26:53,811:	[Wall TIME] >>> ChiefCoach.train takes 10.352530 seconds ...
2023-09-22 01:26:53,839:	[Coach] >>> TRAIN @Epoch: 466  >>>  || LOSS Avg: 0.07890
2023-09-22 01:26:53,839:	[Coach] >>> VALID @Epoch: 466  >>> 
2023-09-22 01:26:53,839:	[Coach] >>> TEST  @Epoch: 466  >>> 
2023-09-22 01:27:04,488:	[Wall TIME] >>> ChiefCoach.train takes 10.649061 seconds ...
2023-09-22 01:27:04,527:	[Coach] >>> TRAIN @Epoch: 467  >>>  || LOSS Avg: 0.07928
2023-09-22 01:27:04,527:	[Coach] >>> VALID @Epoch: 467  >>> 
2023-09-22 01:27:04,527:	[Coach] >>> TEST  @Epoch: 467  >>> 
2023-09-22 01:27:14,479:	[Wall TIME] >>> ChiefCoach.train takes 9.951562 seconds ...
2023-09-22 01:27:14,507:	[Coach] >>> TRAIN @Epoch: 468  >>>  || LOSS Avg: 0.07900
2023-09-22 01:27:14,507:	[Coach] >>> VALID @Epoch: 468  >>> 
2023-09-22 01:27:14,507:	[Coach] >>> TEST  @Epoch: 468  >>> 
2023-09-22 01:27:24,467:	[Wall TIME] >>> ChiefCoach.train takes 9.959459 seconds ...
2023-09-22 01:27:24,495:	[Coach] >>> TRAIN @Epoch: 469  >>>  || LOSS Avg: 0.07878
2023-09-22 01:27:24,495:	[Coach] >>> VALID @Epoch: 469  >>> 
2023-09-22 01:27:24,495:	[Coach] >>> TEST  @Epoch: 469  >>> 
2023-09-22 01:27:34,954:	[Wall TIME] >>> ChiefCoach.train takes 10.459225 seconds ...
2023-09-22 01:27:37,213:	[Wall TIME] >>> ChiefCoach.valid takes 2.231227 seconds ...
2023-09-22 01:27:37,214:	[Coach] >>> TRAIN @Epoch: 470  >>>  || LOSS Avg: 0.07911
2023-09-22 01:27:37,214:	[Coach] >>> VALID @Epoch: 470  >>>  || HITRATE@1 Avg: 0.0136 || HITRATE@5 Avg: 0.0546 || HITRATE@10 Avg: 0.0930 || NDCG@5 Avg: 0.0342 || NDCG@10 Avg: 0.0466
2023-09-22 01:27:37,214:	[Coach] >>> TEST  @Epoch: 470  >>> 
2023-09-22 01:27:47,944:	[Wall TIME] >>> ChiefCoach.train takes 10.729309 seconds ...
2023-09-22 01:27:47,972:	[Coach] >>> TRAIN @Epoch: 471  >>>  || LOSS Avg: 0.07871
2023-09-22 01:27:47,972:	[Coach] >>> VALID @Epoch: 471  >>> 
2023-09-22 01:27:47,972:	[Coach] >>> TEST  @Epoch: 471  >>> 
2023-09-22 01:27:58,877:	[Wall TIME] >>> ChiefCoach.train takes 10.904513 seconds ...
2023-09-22 01:27:58,917:	[Coach] >>> TRAIN @Epoch: 472  >>>  || LOSS Avg: 0.07865
2023-09-22 01:27:58,917:	[Coach] >>> VALID @Epoch: 472  >>> 
2023-09-22 01:27:58,917:	[Coach] >>> TEST  @Epoch: 472  >>> 
2023-09-22 01:28:09,549:	[Wall TIME] >>> ChiefCoach.train takes 10.631862 seconds ...
2023-09-22 01:28:09,575:	[Coach] >>> TRAIN @Epoch: 473  >>>  || LOSS Avg: 0.07881
2023-09-22 01:28:09,576:	[Coach] >>> VALID @Epoch: 473  >>> 
2023-09-22 01:28:09,576:	[Coach] >>> TEST  @Epoch: 473  >>> 
2023-09-22 01:28:19,981:	[Wall TIME] >>> ChiefCoach.train takes 10.404646 seconds ...
2023-09-22 01:28:20,008:	[Coach] >>> TRAIN @Epoch: 474  >>>  || LOSS Avg: 0.07891
2023-09-22 01:28:20,008:	[Coach] >>> VALID @Epoch: 474  >>> 
2023-09-22 01:28:20,008:	[Coach] >>> TEST  @Epoch: 474  >>> 
2023-09-22 01:28:30,353:	[Wall TIME] >>> ChiefCoach.train takes 10.344351 seconds ...
2023-09-22 01:28:32,570:	[Wall TIME] >>> ChiefCoach.valid takes 2.179508 seconds ...
2023-09-22 01:28:32,570:	[Coach] >>> TRAIN @Epoch: 475  >>>  || LOSS Avg: 0.07926
2023-09-22 01:28:32,570:	[Coach] >>> VALID @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0136 || HITRATE@5 Avg: 0.0541 || HITRATE@10 Avg: 0.0909 || NDCG@5 Avg: 0.0338 || NDCG@10 Avg: 0.0455
2023-09-22 01:28:32,571:	[Coach] >>> TEST  @Epoch: 475  >>> 
2023-09-22 01:28:43,364:	[Wall TIME] >>> ChiefCoach.train takes 10.793648 seconds ...
2023-09-22 01:28:43,390:	[Coach] >>> TRAIN @Epoch: 476  >>>  || LOSS Avg: 0.07866
2023-09-22 01:28:43,390:	[Coach] >>> VALID @Epoch: 476  >>> 
2023-09-22 01:28:43,390:	[Coach] >>> TEST  @Epoch: 476  >>> 
2023-09-22 01:28:53,625:	[Wall TIME] >>> ChiefCoach.train takes 10.234974 seconds ...
2023-09-22 01:28:53,660:	[Coach] >>> TRAIN @Epoch: 477  >>>  || LOSS Avg: 0.07871
2023-09-22 01:28:53,660:	[Coach] >>> VALID @Epoch: 477  >>> 
2023-09-22 01:28:53,660:	[Coach] >>> TEST  @Epoch: 477  >>> 
2023-09-22 01:29:03,841:	[Wall TIME] >>> ChiefCoach.train takes 10.181286 seconds ...
2023-09-22 01:29:03,874:	[Coach] >>> TRAIN @Epoch: 478  >>>  || LOSS Avg: 0.07921
2023-09-22 01:29:03,874:	[Coach] >>> VALID @Epoch: 478  >>> 
2023-09-22 01:29:03,874:	[Coach] >>> TEST  @Epoch: 478  >>> 
2023-09-22 01:29:14,698:	[Wall TIME] >>> ChiefCoach.train takes 10.823204 seconds ...
2023-09-22 01:29:14,735:	[Coach] >>> TRAIN @Epoch: 479  >>>  || LOSS Avg: 0.07891
2023-09-22 01:29:14,735:	[Coach] >>> VALID @Epoch: 479  >>> 
2023-09-22 01:29:14,735:	[Coach] >>> TEST  @Epoch: 479  >>> 
2023-09-22 01:29:25,445:	[Wall TIME] >>> ChiefCoach.train takes 10.709613 seconds ...
2023-09-22 01:29:27,684:	[Wall TIME] >>> ChiefCoach.valid takes 2.211864 seconds ...
2023-09-22 01:29:27,684:	[Coach] >>> TRAIN @Epoch: 480  >>>  || LOSS Avg: 0.07857
2023-09-22 01:29:27,684:	[Coach] >>> VALID @Epoch: 480  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0545 || HITRATE@10 Avg: 0.0930 || NDCG@5 Avg: 0.0344 || NDCG@10 Avg: 0.0468
2023-09-22 01:29:27,685:	[Coach] >>> TEST  @Epoch: 480  >>> 
2023-09-22 01:29:38,398:	[Wall TIME] >>> ChiefCoach.train takes 10.713251 seconds ...
2023-09-22 01:29:38,428:	[Coach] >>> TRAIN @Epoch: 481  >>>  || LOSS Avg: 0.07875
2023-09-22 01:29:38,428:	[Coach] >>> VALID @Epoch: 481  >>> 
2023-09-22 01:29:38,428:	[Coach] >>> TEST  @Epoch: 481  >>> 
2023-09-22 01:29:47,948:	[Wall TIME] >>> ChiefCoach.train takes 9.519248 seconds ...
2023-09-22 01:29:47,977:	[Coach] >>> TRAIN @Epoch: 482  >>>  || LOSS Avg: 0.07891
2023-09-22 01:29:47,977:	[Coach] >>> VALID @Epoch: 482  >>> 
2023-09-22 01:29:47,977:	[Coach] >>> TEST  @Epoch: 482  >>> 
2023-09-22 01:29:59,293:	[Wall TIME] >>> ChiefCoach.train takes 11.315817 seconds ...
2023-09-22 01:29:59,336:	[Coach] >>> TRAIN @Epoch: 483  >>>  || LOSS Avg: 0.07866
2023-09-22 01:29:59,336:	[Coach] >>> VALID @Epoch: 483  >>> 
2023-09-22 01:29:59,337:	[Coach] >>> TEST  @Epoch: 483  >>> 
2023-09-22 01:30:09,851:	[Wall TIME] >>> ChiefCoach.train takes 10.514732 seconds ...
2023-09-22 01:30:09,877:	[Coach] >>> TRAIN @Epoch: 484  >>>  || LOSS Avg: 0.07864
2023-09-22 01:30:09,877:	[Coach] >>> VALID @Epoch: 484  >>> 
2023-09-22 01:30:09,877:	[Coach] >>> TEST  @Epoch: 484  >>> 
2023-09-22 01:30:20,133:	[Wall TIME] >>> ChiefCoach.train takes 10.255322 seconds ...
2023-09-22 01:30:22,417:	[Wall TIME] >>> ChiefCoach.valid takes 2.258007 seconds ...
2023-09-22 01:30:22,417:	[Coach] >>> TRAIN @Epoch: 485  >>>  || LOSS Avg: 0.07909
2023-09-22 01:30:22,417:	[Coach] >>> VALID @Epoch: 485  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0558 || HITRATE@10 Avg: 0.0912 || NDCG@5 Avg: 0.0350 || NDCG@10 Avg: 0.0464
2023-09-22 01:30:22,417:	[Coach] >>> TEST  @Epoch: 485  >>> 
2023-09-22 01:30:33,098:	[Wall TIME] >>> ChiefCoach.train takes 10.680554 seconds ...
2023-09-22 01:30:33,124:	[Coach] >>> TRAIN @Epoch: 486  >>>  || LOSS Avg: 0.07865
2023-09-22 01:30:33,124:	[Coach] >>> VALID @Epoch: 486  >>> 
2023-09-22 01:30:33,124:	[Coach] >>> TEST  @Epoch: 486  >>> 
2023-09-22 01:30:44,178:	[Wall TIME] >>> ChiefCoach.train takes 11.053323 seconds ...
2023-09-22 01:30:44,217:	[Coach] >>> TRAIN @Epoch: 487  >>>  || LOSS Avg: 0.07860
2023-09-22 01:30:44,218:	[Coach] >>> VALID @Epoch: 487  >>> 
2023-09-22 01:30:44,218:	[Coach] >>> TEST  @Epoch: 487  >>> 
2023-09-22 01:30:56,025:	[Wall TIME] >>> ChiefCoach.train takes 11.807207 seconds ...
2023-09-22 01:30:56,057:	[Coach] >>> TRAIN @Epoch: 488  >>>  || LOSS Avg: 0.07869
2023-09-22 01:30:56,057:	[Coach] >>> VALID @Epoch: 488  >>> 
2023-09-22 01:30:56,057:	[Coach] >>> TEST  @Epoch: 488  >>> 
2023-09-22 01:31:06,913:	[Wall TIME] >>> ChiefCoach.train takes 10.855927 seconds ...
2023-09-22 01:31:06,943:	[Coach] >>> TRAIN @Epoch: 489  >>>  || LOSS Avg: 0.07842
2023-09-22 01:31:06,943:	[Coach] >>> VALID @Epoch: 489  >>> 
2023-09-22 01:31:06,943:	[Coach] >>> TEST  @Epoch: 489  >>> 
2023-09-22 01:31:17,028:	[Wall TIME] >>> ChiefCoach.train takes 10.084147 seconds ...
2023-09-22 01:31:19,284:	[Wall TIME] >>> ChiefCoach.valid takes 2.227294 seconds ...
2023-09-22 01:31:19,284:	[Coach] >>> TRAIN @Epoch: 490  >>>  || LOSS Avg: 0.07892
2023-09-22 01:31:19,284:	[Coach] >>> VALID @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0555 || HITRATE@10 Avg: 0.0947 || NDCG@5 Avg: 0.0349 || NDCG@10 Avg: 0.0475
2023-09-22 01:31:19,284:	[Coach] >>> TEST  @Epoch: 490  >>> 
2023-09-22 01:31:29,771:	[Wall TIME] >>> ChiefCoach.train takes 10.486371 seconds ...
2023-09-22 01:31:29,797:	[Coach] >>> TRAIN @Epoch: 491  >>>  || LOSS Avg: 0.07891
2023-09-22 01:31:29,797:	[Coach] >>> VALID @Epoch: 491  >>> 
2023-09-22 01:31:29,797:	[Coach] >>> TEST  @Epoch: 491  >>> 
2023-09-22 01:31:40,455:	[Wall TIME] >>> ChiefCoach.train takes 10.657069 seconds ...
2023-09-22 01:31:40,481:	[Coach] >>> TRAIN @Epoch: 492  >>>  || LOSS Avg: 0.07885
2023-09-22 01:31:40,481:	[Coach] >>> VALID @Epoch: 492  >>> 
2023-09-22 01:31:40,481:	[Coach] >>> TEST  @Epoch: 492  >>> 
2023-09-22 01:31:51,362:	[Wall TIME] >>> ChiefCoach.train takes 10.880538 seconds ...
2023-09-22 01:31:51,389:	[Coach] >>> TRAIN @Epoch: 493  >>>  || LOSS Avg: 0.07891
2023-09-22 01:31:51,389:	[Coach] >>> VALID @Epoch: 493  >>> 
2023-09-22 01:31:51,389:	[Coach] >>> TEST  @Epoch: 493  >>> 
2023-09-22 01:32:02,857:	[Wall TIME] >>> ChiefCoach.train takes 11.467513 seconds ...
2023-09-22 01:32:02,883:	[Coach] >>> TRAIN @Epoch: 494  >>>  || LOSS Avg: 0.07870
2023-09-22 01:32:02,883:	[Coach] >>> VALID @Epoch: 494  >>> 
2023-09-22 01:32:02,883:	[Coach] >>> TEST  @Epoch: 494  >>> 
2023-09-22 01:32:12,820:	[Wall TIME] >>> ChiefCoach.train takes 9.937171 seconds ...
2023-09-22 01:32:14,928:	[Wall TIME] >>> ChiefCoach.valid takes 2.083019 seconds ...
2023-09-22 01:32:14,928:	[Coach] >>> TRAIN @Epoch: 495  >>>  || LOSS Avg: 0.07914
2023-09-22 01:32:14,928:	[Coach] >>> VALID @Epoch: 495  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0550 || HITRATE@10 Avg: 0.0937 || NDCG@5 Avg: 0.0345 || NDCG@10 Avg: 0.0469
2023-09-22 01:32:14,928:	[Coach] >>> TEST  @Epoch: 495  >>> 
2023-09-22 01:32:24,174:	[Wall TIME] >>> ChiefCoach.train takes 9.245892 seconds ...
2023-09-22 01:32:24,199:	[Coach] >>> TRAIN @Epoch: 496  >>>  || LOSS Avg: 0.07912
2023-09-22 01:32:24,199:	[Coach] >>> VALID @Epoch: 496  >>> 
2023-09-22 01:32:24,199:	[Coach] >>> TEST  @Epoch: 496  >>> 
2023-09-22 01:32:34,299:	[Wall TIME] >>> ChiefCoach.train takes 10.100005 seconds ...
2023-09-22 01:32:34,324:	[Coach] >>> TRAIN @Epoch: 497  >>>  || LOSS Avg: 0.07910
2023-09-22 01:32:34,324:	[Coach] >>> VALID @Epoch: 497  >>> 
2023-09-22 01:32:34,324:	[Coach] >>> TEST  @Epoch: 497  >>> 
2023-09-22 01:32:44,230:	[Wall TIME] >>> ChiefCoach.train takes 9.904889 seconds ...
2023-09-22 01:32:44,264:	[Coach] >>> TRAIN @Epoch: 498  >>>  || LOSS Avg: 0.07890
2023-09-22 01:32:44,264:	[Coach] >>> VALID @Epoch: 498  >>> 
2023-09-22 01:32:44,264:	[Coach] >>> TEST  @Epoch: 498  >>> 
2023-09-22 01:32:54,101:	[Wall TIME] >>> ChiefCoach.train takes 9.836143 seconds ...
2023-09-22 01:32:54,129:	[Coach] >>> TRAIN @Epoch: 499  >>>  || LOSS Avg: 0.07912
2023-09-22 01:32:54,129:	[Coach] >>> VALID @Epoch: 499  >>> 
2023-09-22 01:32:54,129:	[Coach] >>> TEST  @Epoch: 499  >>> 
2023-09-22 01:33:03,578:	[Wall TIME] >>> ChiefCoach.train takes 9.448834 seconds ...
2023-09-22 01:33:05,792:	[Wall TIME] >>> ChiefCoach.valid takes 2.188863 seconds ...
2023-09-22 01:33:05,792:	[Coach] >>> TRAIN @Epoch: 500  >>>  || LOSS Avg: 0.07884
2023-09-22 01:33:05,792:	[Coach] >>> VALID @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0533 || HITRATE@10 Avg: 0.0925 || NDCG@5 Avg: 0.0341 || NDCG@10 Avg: 0.0466
2023-09-22 01:33:05,793:	[Coach] >>> TEST  @Epoch: 500  >>> 
2023-09-22 01:33:15,769:	[Wall TIME] >>> ChiefCoach.train takes 9.976150 seconds ...
2023-09-22 01:33:15,804:	[Coach] >>> TRAIN @Epoch: 501  >>>  || LOSS Avg: 0.07881
2023-09-22 01:33:15,804:	[Coach] >>> VALID @Epoch: 501  >>> 
2023-09-22 01:33:15,804:	[Coach] >>> TEST  @Epoch: 501  >>> 
2023-09-22 01:33:25,284:	[Wall TIME] >>> ChiefCoach.train takes 9.478871 seconds ...
2023-09-22 01:33:25,309:	[Coach] >>> TRAIN @Epoch: 502  >>>  || LOSS Avg: 0.07867
2023-09-22 01:33:25,310:	[Coach] >>> VALID @Epoch: 502  >>> 
2023-09-22 01:33:25,310:	[Coach] >>> TEST  @Epoch: 502  >>> 
2023-09-22 01:33:34,969:	[Wall TIME] >>> ChiefCoach.train takes 9.658786 seconds ...
2023-09-22 01:33:34,994:	[Coach] >>> TRAIN @Epoch: 503  >>>  || LOSS Avg: 0.07860
2023-09-22 01:33:34,994:	[Coach] >>> VALID @Epoch: 503  >>> 
2023-09-22 01:33:34,994:	[Coach] >>> TEST  @Epoch: 503  >>> 
2023-09-22 01:33:45,015:	[Wall TIME] >>> ChiefCoach.train takes 10.020645 seconds ...
2023-09-22 01:33:45,039:	[Coach] >>> TRAIN @Epoch: 504  >>>  || LOSS Avg: 0.07920
2023-09-22 01:33:45,039:	[Coach] >>> VALID @Epoch: 504  >>> 
2023-09-22 01:33:45,039:	[Coach] >>> TEST  @Epoch: 504  >>> 
2023-09-22 01:33:54,292:	[Wall TIME] >>> ChiefCoach.train takes 9.252623 seconds ...
2023-09-22 01:33:56,557:	[Wall TIME] >>> ChiefCoach.valid takes 2.239133 seconds ...
2023-09-22 01:33:56,558:	[Coach] >>> TRAIN @Epoch: 505  >>>  || LOSS Avg: 0.07860
2023-09-22 01:33:56,558:	[Coach] >>> VALID @Epoch: 505  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0530 || HITRATE@10 Avg: 0.0922 || NDCG@5 Avg: 0.0333 || NDCG@10 Avg: 0.0459
2023-09-22 01:33:56,558:	[Coach] >>> TEST  @Epoch: 505  >>> 
2023-09-22 01:34:06,783:	[Wall TIME] >>> ChiefCoach.train takes 10.225111 seconds ...
2023-09-22 01:34:06,812:	[Coach] >>> TRAIN @Epoch: 506  >>>  || LOSS Avg: 0.07899
2023-09-22 01:34:06,812:	[Coach] >>> VALID @Epoch: 506  >>> 
2023-09-22 01:34:06,813:	[Coach] >>> TEST  @Epoch: 506  >>> 
2023-09-22 01:34:18,702:	[Wall TIME] >>> ChiefCoach.train takes 11.889456 seconds ...
2023-09-22 01:34:18,729:	[Coach] >>> TRAIN @Epoch: 507  >>>  || LOSS Avg: 0.07885
2023-09-22 01:34:18,730:	[Coach] >>> VALID @Epoch: 507  >>> 
2023-09-22 01:34:18,730:	[Coach] >>> TEST  @Epoch: 507  >>> 
2023-09-22 01:34:28,958:	[Wall TIME] >>> ChiefCoach.train takes 10.227803 seconds ...
2023-09-22 01:34:28,983:	[Coach] >>> TRAIN @Epoch: 508  >>>  || LOSS Avg: 0.07878
2023-09-22 01:34:28,984:	[Coach] >>> VALID @Epoch: 508  >>> 
2023-09-22 01:34:28,984:	[Coach] >>> TEST  @Epoch: 508  >>> 
2023-09-22 01:34:39,113:	[Wall TIME] >>> ChiefCoach.train takes 10.129183 seconds ...
2023-09-22 01:34:39,141:	[Coach] >>> TRAIN @Epoch: 509  >>>  || LOSS Avg: 0.07877
2023-09-22 01:34:39,141:	[Coach] >>> VALID @Epoch: 509  >>> 
2023-09-22 01:34:39,141:	[Coach] >>> TEST  @Epoch: 509  >>> 
2023-09-22 01:34:48,858:	[Wall TIME] >>> ChiefCoach.train takes 9.716908 seconds ...
2023-09-22 01:34:51,102:	[Wall TIME] >>> ChiefCoach.valid takes 2.214654 seconds ...
2023-09-22 01:34:51,103:	[Coach] >>> TRAIN @Epoch: 510  >>>  || LOSS Avg: 0.07882
2023-09-22 01:34:51,103:	[Coach] >>> VALID @Epoch: 510  >>>  || HITRATE@1 Avg: 0.0137 || HITRATE@5 Avg: 0.0530 || HITRATE@10 Avg: 0.0942 || NDCG@5 Avg: 0.0333 || NDCG@10 Avg: 0.0464
2023-09-22 01:34:51,103:	[Coach] >>> TEST  @Epoch: 510  >>> 
2023-09-22 01:35:01,120:	[Wall TIME] >>> ChiefCoach.train takes 10.016962 seconds ...
2023-09-22 01:35:01,147:	[Coach] >>> TRAIN @Epoch: 511  >>>  || LOSS Avg: 0.07861
2023-09-22 01:35:01,147:	[Coach] >>> VALID @Epoch: 511  >>> 
2023-09-22 01:35:01,147:	[Coach] >>> TEST  @Epoch: 511  >>> 
2023-09-22 01:35:11,717:	[Wall TIME] >>> ChiefCoach.train takes 10.569332 seconds ...
2023-09-22 01:35:11,742:	[Coach] >>> TRAIN @Epoch: 512  >>>  || LOSS Avg: 0.07880
2023-09-22 01:35:11,743:	[Coach] >>> VALID @Epoch: 512  >>> 
2023-09-22 01:35:11,743:	[Coach] >>> TEST  @Epoch: 512  >>> 
2023-09-22 01:35:21,726:	[Wall TIME] >>> ChiefCoach.train takes 9.982666 seconds ...
2023-09-22 01:35:21,762:	[Coach] >>> TRAIN @Epoch: 513  >>>  || LOSS Avg: 0.07888
2023-09-22 01:35:21,762:	[Coach] >>> VALID @Epoch: 513  >>> 
2023-09-22 01:35:21,762:	[Coach] >>> TEST  @Epoch: 513  >>> 
2023-09-22 01:35:31,695:	[Wall TIME] >>> ChiefCoach.train takes 9.933146 seconds ...
2023-09-22 01:35:31,720:	[Coach] >>> TRAIN @Epoch: 514  >>>  || LOSS Avg: 0.07863
2023-09-22 01:35:31,720:	[Coach] >>> VALID @Epoch: 514  >>> 
2023-09-22 01:35:31,720:	[Coach] >>> TEST  @Epoch: 514  >>> 
2023-09-22 01:35:41,623:	[Wall TIME] >>> ChiefCoach.train takes 9.902372 seconds ...
2023-09-22 01:35:43,852:	[Wall TIME] >>> ChiefCoach.valid takes 2.203731 seconds ...
2023-09-22 01:35:43,852:	[Coach] >>> TRAIN @Epoch: 515  >>>  || LOSS Avg: 0.07848
2023-09-22 01:35:43,853:	[Coach] >>> VALID @Epoch: 515  >>>  || HITRATE@1 Avg: 0.0127 || HITRATE@5 Avg: 0.0548 || HITRATE@10 Avg: 0.0940 || NDCG@5 Avg: 0.0336 || NDCG@10 Avg: 0.0462
2023-09-22 01:35:43,853:	[Coach] >>> TEST  @Epoch: 515  >>> 
2023-09-22 01:35:54,739:	[Wall TIME] >>> ChiefCoach.train takes 10.886005 seconds ...
2023-09-22 01:35:54,769:	[Coach] >>> TRAIN @Epoch: 516  >>>  || LOSS Avg: 0.07837
2023-09-22 01:35:54,769:	[Coach] >>> VALID @Epoch: 516  >>> 
2023-09-22 01:35:54,769:	[Coach] >>> TEST  @Epoch: 516  >>> 
2023-09-22 01:36:05,769:	[Wall TIME] >>> ChiefCoach.train takes 11.000321 seconds ...
2023-09-22 01:36:05,795:	[Coach] >>> TRAIN @Epoch: 517  >>>  || LOSS Avg: 0.07865
2023-09-22 01:36:05,795:	[Coach] >>> VALID @Epoch: 517  >>> 
2023-09-22 01:36:05,795:	[Coach] >>> TEST  @Epoch: 517  >>> 
2023-09-22 01:36:16,719:	[Wall TIME] >>> ChiefCoach.train takes 10.923598 seconds ...
2023-09-22 01:36:16,745:	[Coach] >>> TRAIN @Epoch: 518  >>>  || LOSS Avg: 0.07839
2023-09-22 01:36:16,745:	[Coach] >>> VALID @Epoch: 518  >>> 
2023-09-22 01:36:16,745:	[Coach] >>> TEST  @Epoch: 518  >>> 
2023-09-22 01:36:27,430:	[Wall TIME] >>> ChiefCoach.train takes 10.685019 seconds ...
2023-09-22 01:36:27,462:	[Coach] >>> TRAIN @Epoch: 519  >>>  || LOSS Avg: 0.07863
2023-09-22 01:36:27,462:	[Coach] >>> VALID @Epoch: 519  >>> 
2023-09-22 01:36:27,462:	[Coach] >>> TEST  @Epoch: 519  >>> 
2023-09-22 01:36:37,511:	[Wall TIME] >>> ChiefCoach.train takes 10.048899 seconds ...
2023-09-22 01:36:39,854:	[Wall TIME] >>> ChiefCoach.valid takes 2.317350 seconds ...
2023-09-22 01:36:39,855:	[Coach] >>> TRAIN @Epoch: 520  >>>  || LOSS Avg: 0.07883
2023-09-22 01:36:39,855:	[Coach] >>> VALID @Epoch: 520  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0550 || HITRATE@10 Avg: 0.0949 || NDCG@5 Avg: 0.0345 || NDCG@10 Avg: 0.0473
2023-09-22 01:36:39,855:	[Coach] >>> TEST  @Epoch: 520  >>> 
2023-09-22 01:36:50,990:	[Wall TIME] >>> ChiefCoach.train takes 11.134473 seconds ...
2023-09-22 01:36:51,014:	[Coach] >>> TRAIN @Epoch: 521  >>>  || LOSS Avg: 0.07860
2023-09-22 01:36:51,014:	[Coach] >>> VALID @Epoch: 521  >>> 
2023-09-22 01:36:51,015:	[Coach] >>> TEST  @Epoch: 521  >>> 
2023-09-22 01:37:01,270:	[Wall TIME] >>> ChiefCoach.train takes 10.255071 seconds ...
2023-09-22 01:37:01,297:	[Coach] >>> TRAIN @Epoch: 522  >>>  || LOSS Avg: 0.07855
2023-09-22 01:37:01,297:	[Coach] >>> VALID @Epoch: 522  >>> 
2023-09-22 01:37:01,297:	[Coach] >>> TEST  @Epoch: 522  >>> 
2023-09-22 01:37:11,216:	[Wall TIME] >>> ChiefCoach.train takes 9.918826 seconds ...
2023-09-22 01:37:11,240:	[Coach] >>> TRAIN @Epoch: 523  >>>  || LOSS Avg: 0.07833
2023-09-22 01:37:11,241:	[Coach] >>> VALID @Epoch: 523  >>> 
2023-09-22 01:37:11,241:	[Coach] >>> TEST  @Epoch: 523  >>> 
2023-09-22 01:37:23,005:	[Wall TIME] >>> ChiefCoach.train takes 11.764436 seconds ...
2023-09-22 01:37:23,033:	[Coach] >>> TRAIN @Epoch: 524  >>>  || LOSS Avg: 0.07877
2023-09-22 01:37:23,033:	[Coach] >>> VALID @Epoch: 524  >>> 
2023-09-22 01:37:23,034:	[Coach] >>> TEST  @Epoch: 524  >>> 
2023-09-22 01:37:34,302:	[Wall TIME] >>> ChiefCoach.train takes 11.267781 seconds ...
2023-09-22 01:37:36,468:	[Wall TIME] >>> ChiefCoach.valid takes 2.140942 seconds ...
2023-09-22 01:37:36,469:	[Coach] >>> TRAIN @Epoch: 525  >>>  || LOSS Avg: 0.07881
2023-09-22 01:37:36,469:	[Coach] >>> VALID @Epoch: 525  >>>  || HITRATE@1 Avg: 0.0136 || HITRATE@5 Avg: 0.0565 || HITRATE@10 Avg: 0.0932 || NDCG@5 Avg: 0.0345 || NDCG@10 Avg: 0.0462
2023-09-22 01:37:36,469:	[Coach] >>> TEST  @Epoch: 525  >>> 
2023-09-22 01:37:47,267:	[Wall TIME] >>> ChiefCoach.train takes 10.797531 seconds ...
2023-09-22 01:37:47,298:	[Coach] >>> TRAIN @Epoch: 526  >>>  || LOSS Avg: 0.07873
2023-09-22 01:37:47,298:	[Coach] >>> VALID @Epoch: 526  >>> 
2023-09-22 01:37:47,298:	[Coach] >>> TEST  @Epoch: 526  >>> 
2023-09-22 01:37:58,153:	[Wall TIME] >>> ChiefCoach.train takes 10.854653 seconds ...
2023-09-22 01:37:58,184:	[Coach] >>> TRAIN @Epoch: 527  >>>  || LOSS Avg: 0.07896
2023-09-22 01:37:58,184:	[Coach] >>> VALID @Epoch: 527  >>> 
2023-09-22 01:37:58,184:	[Coach] >>> TEST  @Epoch: 527  >>> 
2023-09-22 01:38:08,375:	[Wall TIME] >>> ChiefCoach.train takes 10.190670 seconds ...
2023-09-22 01:38:08,399:	[Coach] >>> TRAIN @Epoch: 528  >>>  || LOSS Avg: 0.07849
2023-09-22 01:38:08,400:	[Coach] >>> VALID @Epoch: 528  >>> 
2023-09-22 01:38:08,400:	[Coach] >>> TEST  @Epoch: 528  >>> 
2023-09-22 01:38:18,930:	[Wall TIME] >>> ChiefCoach.train takes 10.530027 seconds ...
2023-09-22 01:38:18,957:	[Coach] >>> TRAIN @Epoch: 529  >>>  || LOSS Avg: 0.07895
2023-09-22 01:38:18,957:	[Coach] >>> VALID @Epoch: 529  >>> 
2023-09-22 01:38:18,957:	[Coach] >>> TEST  @Epoch: 529  >>> 
2023-09-22 01:38:28,615:	[Wall TIME] >>> ChiefCoach.train takes 9.657556 seconds ...
2023-09-22 01:38:30,796:	[Wall TIME] >>> ChiefCoach.valid takes 2.153154 seconds ...
2023-09-22 01:38:30,796:	[Coach] >>> TRAIN @Epoch: 530  >>>  || LOSS Avg: 0.07916
2023-09-22 01:38:30,796:	[Coach] >>> VALID @Epoch: 530  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0545 || HITRATE@10 Avg: 0.0919 || NDCG@5 Avg: 0.0344 || NDCG@10 Avg: 0.0464
2023-09-22 01:38:30,796:	[Coach] >>> TEST  @Epoch: 530  >>> 
2023-09-22 01:38:40,574:	[Wall TIME] >>> ChiefCoach.train takes 9.777519 seconds ...
2023-09-22 01:38:40,600:	[Coach] >>> TRAIN @Epoch: 531  >>>  || LOSS Avg: 0.07896
2023-09-22 01:38:40,600:	[Coach] >>> VALID @Epoch: 531  >>> 
2023-09-22 01:38:40,600:	[Coach] >>> TEST  @Epoch: 531  >>> 
2023-09-22 01:38:50,565:	[Wall TIME] >>> ChiefCoach.train takes 9.965317 seconds ...
2023-09-22 01:38:50,591:	[Coach] >>> TRAIN @Epoch: 532  >>>  || LOSS Avg: 0.07879
2023-09-22 01:38:50,591:	[Coach] >>> VALID @Epoch: 532  >>> 
2023-09-22 01:38:50,591:	[Coach] >>> TEST  @Epoch: 532  >>> 
2023-09-22 01:39:00,130:	[Wall TIME] >>> ChiefCoach.train takes 9.538528 seconds ...
2023-09-22 01:39:00,157:	[Coach] >>> TRAIN @Epoch: 533  >>>  || LOSS Avg: 0.07878
2023-09-22 01:39:00,157:	[Coach] >>> VALID @Epoch: 533  >>> 
2023-09-22 01:39:00,157:	[Coach] >>> TEST  @Epoch: 533  >>> 
2023-09-22 01:39:10,337:	[Wall TIME] >>> ChiefCoach.train takes 10.180182 seconds ...
2023-09-22 01:39:10,362:	[Coach] >>> TRAIN @Epoch: 534  >>>  || LOSS Avg: 0.07874
2023-09-22 01:39:10,362:	[Coach] >>> VALID @Epoch: 534  >>> 
2023-09-22 01:39:10,362:	[Coach] >>> TEST  @Epoch: 534  >>> 
2023-09-22 01:39:20,336:	[Wall TIME] >>> ChiefCoach.train takes 9.973178 seconds ...
2023-09-22 01:39:22,541:	[Wall TIME] >>> ChiefCoach.valid takes 2.176776 seconds ...
2023-09-22 01:39:22,541:	[Coach] >>> TRAIN @Epoch: 535  >>>  || LOSS Avg: 0.07858
2023-09-22 01:39:22,541:	[Coach] >>> VALID @Epoch: 535  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0546 || HITRATE@10 Avg: 0.0947 || NDCG@5 Avg: 0.0341 || NDCG@10 Avg: 0.0469
2023-09-22 01:39:22,541:	[Coach] >>> TEST  @Epoch: 535  >>> 
2023-09-22 01:39:31,549:	[Wall TIME] >>> ChiefCoach.train takes 9.007601 seconds ...
2023-09-22 01:39:31,574:	[Coach] >>> TRAIN @Epoch: 536  >>>  || LOSS Avg: 0.07898
2023-09-22 01:39:31,574:	[Coach] >>> VALID @Epoch: 536  >>> 
2023-09-22 01:39:31,574:	[Coach] >>> TEST  @Epoch: 536  >>> 
2023-09-22 01:39:41,136:	[Wall TIME] >>> ChiefCoach.train takes 9.562076 seconds ...
2023-09-22 01:39:41,160:	[Coach] >>> TRAIN @Epoch: 537  >>>  || LOSS Avg: 0.07868
2023-09-22 01:39:41,160:	[Coach] >>> VALID @Epoch: 537  >>> 
2023-09-22 01:39:41,160:	[Coach] >>> TEST  @Epoch: 537  >>> 
2023-09-22 01:39:51,178:	[Wall TIME] >>> ChiefCoach.train takes 10.017679 seconds ...
2023-09-22 01:39:51,203:	[Coach] >>> TRAIN @Epoch: 538  >>>  || LOSS Avg: 0.07889
2023-09-22 01:39:51,204:	[Coach] >>> VALID @Epoch: 538  >>> 
2023-09-22 01:39:51,204:	[Coach] >>> TEST  @Epoch: 538  >>> 
2023-09-22 01:40:01,013:	[Wall TIME] >>> ChiefCoach.train takes 9.808720 seconds ...
2023-09-22 01:40:01,039:	[Coach] >>> TRAIN @Epoch: 539  >>>  || LOSS Avg: 0.07873
2023-09-22 01:40:01,039:	[Coach] >>> VALID @Epoch: 539  >>> 
2023-09-22 01:40:01,040:	[Coach] >>> TEST  @Epoch: 539  >>> 
2023-09-22 01:40:10,811:	[Wall TIME] >>> ChiefCoach.train takes 9.770965 seconds ...
2023-09-22 01:40:13,075:	[Wall TIME] >>> ChiefCoach.valid takes 2.239311 seconds ...
2023-09-22 01:40:13,076:	[Coach] >>> TRAIN @Epoch: 540  >>>  || LOSS Avg: 0.07838
2023-09-22 01:40:13,076:	[Coach] >>> VALID @Epoch: 540  >>>  || HITRATE@1 Avg: 0.0134 || HITRATE@5 Avg: 0.0546 || HITRATE@10 Avg: 0.0939 || NDCG@5 Avg: 0.0334 || NDCG@10 Avg: 0.0460
2023-09-22 01:40:13,076:	[Coach] >>> TEST  @Epoch: 540  >>> 
2023-09-22 01:40:22,832:	[Wall TIME] >>> ChiefCoach.train takes 9.755893 seconds ...
2023-09-22 01:40:22,857:	[Coach] >>> TRAIN @Epoch: 541  >>>  || LOSS Avg: 0.07878
2023-09-22 01:40:22,857:	[Coach] >>> VALID @Epoch: 541  >>> 
2023-09-22 01:40:22,857:	[Coach] >>> TEST  @Epoch: 541  >>> 
2023-09-22 01:40:32,548:	[Wall TIME] >>> ChiefCoach.train takes 9.690788 seconds ...
2023-09-22 01:40:32,574:	[Coach] >>> TRAIN @Epoch: 542  >>>  || LOSS Avg: 0.07860
2023-09-22 01:40:32,574:	[Coach] >>> VALID @Epoch: 542  >>> 
2023-09-22 01:40:32,574:	[Coach] >>> TEST  @Epoch: 542  >>> 
2023-09-22 01:40:42,617:	[Wall TIME] >>> ChiefCoach.train takes 10.043079 seconds ...
2023-09-22 01:40:42,643:	[Coach] >>> TRAIN @Epoch: 543  >>>  || LOSS Avg: 0.07855
2023-09-22 01:40:42,643:	[Coach] >>> VALID @Epoch: 543  >>> 
2023-09-22 01:40:42,644:	[Coach] >>> TEST  @Epoch: 543  >>> 
2023-09-22 01:40:52,254:	[Wall TIME] >>> ChiefCoach.train takes 9.610182 seconds ...
2023-09-22 01:40:52,292:	[Coach] >>> TRAIN @Epoch: 544  >>>  || LOSS Avg: 0.07846
2023-09-22 01:40:52,292:	[Coach] >>> VALID @Epoch: 544  >>> 
2023-09-22 01:40:52,292:	[Coach] >>> TEST  @Epoch: 544  >>> 
2023-09-22 01:41:02,302:	[Wall TIME] >>> ChiefCoach.train takes 10.010003 seconds ...
2023-09-22 01:41:04,618:	[Wall TIME] >>> ChiefCoach.valid takes 2.288936 seconds ...
2023-09-22 01:41:04,618:	[Coach] >>> TRAIN @Epoch: 545  >>>  || LOSS Avg: 0.07897
2023-09-22 01:41:04,618:	[Coach] >>> VALID @Epoch: 545  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0543 || HITRATE@10 Avg: 0.0916 || NDCG@5 Avg: 0.0338 || NDCG@10 Avg: 0.0456
2023-09-22 01:41:04,618:	[Coach] >>> TEST  @Epoch: 545  >>> 
2023-09-22 01:41:13,958:	[Wall TIME] >>> ChiefCoach.train takes 9.339187 seconds ...
2023-09-22 01:41:13,983:	[Coach] >>> TRAIN @Epoch: 546  >>>  || LOSS Avg: 0.07824
2023-09-22 01:41:13,984:	[Coach] >>> VALID @Epoch: 546  >>> 
2023-09-22 01:41:13,984:	[Coach] >>> TEST  @Epoch: 546  >>> 
2023-09-22 01:41:23,786:	[Wall TIME] >>> ChiefCoach.train takes 9.802034 seconds ...
2023-09-22 01:41:23,812:	[Coach] >>> TRAIN @Epoch: 547  >>>  || LOSS Avg: 0.07874
2023-09-22 01:41:23,812:	[Coach] >>> VALID @Epoch: 547  >>> 
2023-09-22 01:41:23,812:	[Coach] >>> TEST  @Epoch: 547  >>> 
2023-09-22 01:41:34,482:	[Wall TIME] >>> ChiefCoach.train takes 10.669009 seconds ...
2023-09-22 01:41:34,508:	[Coach] >>> TRAIN @Epoch: 548  >>>  || LOSS Avg: 0.07849
2023-09-22 01:41:34,508:	[Coach] >>> VALID @Epoch: 548  >>> 
2023-09-22 01:41:34,508:	[Coach] >>> TEST  @Epoch: 548  >>> 
2023-09-22 01:41:45,587:	[Wall TIME] >>> ChiefCoach.train takes 11.079112 seconds ...
2023-09-22 01:41:45,618:	[Coach] >>> TRAIN @Epoch: 549  >>>  || LOSS Avg: 0.07863
2023-09-22 01:41:45,619:	[Coach] >>> VALID @Epoch: 549  >>> 
2023-09-22 01:41:45,619:	[Coach] >>> TEST  @Epoch: 549  >>> 
2023-09-22 01:41:56,471:	[Wall TIME] >>> ChiefCoach.train takes 10.851883 seconds ...
2023-09-22 01:41:58,576:	[Wall TIME] >>> ChiefCoach.valid takes 2.064624 seconds ...
2023-09-22 01:41:58,577:	[Coach] >>> TRAIN @Epoch: 550  >>>  || LOSS Avg: 0.07904
2023-09-22 01:41:58,577:	[Coach] >>> VALID @Epoch: 550  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0555 || HITRATE@10 Avg: 0.0927 || NDCG@5 Avg: 0.0349 || NDCG@10 Avg: 0.0468
2023-09-22 01:41:58,577:	[Coach] >>> TEST  @Epoch: 550  >>> 
2023-09-22 01:42:08,748:	[Wall TIME] >>> ChiefCoach.train takes 10.170589 seconds ...
2023-09-22 01:42:08,774:	[Coach] >>> TRAIN @Epoch: 551  >>>  || LOSS Avg: 0.07895
2023-09-22 01:42:08,774:	[Coach] >>> VALID @Epoch: 551  >>> 
2023-09-22 01:42:08,774:	[Coach] >>> TEST  @Epoch: 551  >>> 
2023-09-22 01:42:18,706:	[Wall TIME] >>> ChiefCoach.train takes 9.931546 seconds ...
2023-09-22 01:42:18,734:	[Coach] >>> TRAIN @Epoch: 552  >>>  || LOSS Avg: 0.07867
2023-09-22 01:42:18,734:	[Coach] >>> VALID @Epoch: 552  >>> 
2023-09-22 01:42:18,734:	[Coach] >>> TEST  @Epoch: 552  >>> 
2023-09-22 01:42:29,259:	[Wall TIME] >>> ChiefCoach.train takes 10.524940 seconds ...
2023-09-22 01:42:29,287:	[Coach] >>> TRAIN @Epoch: 553  >>>  || LOSS Avg: 0.07858
2023-09-22 01:42:29,287:	[Coach] >>> VALID @Epoch: 553  >>> 
2023-09-22 01:42:29,287:	[Coach] >>> TEST  @Epoch: 553  >>> 
2023-09-22 01:42:39,604:	[Wall TIME] >>> ChiefCoach.train takes 10.316124 seconds ...
2023-09-22 01:42:39,629:	[Coach] >>> TRAIN @Epoch: 554  >>>  || LOSS Avg: 0.07873
2023-09-22 01:42:39,629:	[Coach] >>> VALID @Epoch: 554  >>> 
2023-09-22 01:42:39,629:	[Coach] >>> TEST  @Epoch: 554  >>> 
2023-09-22 01:42:50,281:	[Wall TIME] >>> ChiefCoach.train takes 10.652034 seconds ...
2023-09-22 01:42:52,479:	[Wall TIME] >>> ChiefCoach.valid takes 2.159851 seconds ...
2023-09-22 01:42:52,480:	[Coach] >>> TRAIN @Epoch: 555  >>>  || LOSS Avg: 0.07888
2023-09-22 01:42:52,480:	[Coach] >>> VALID @Epoch: 555  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0538 || HITRATE@10 Avg: 0.0947 || NDCG@5 Avg: 0.0336 || NDCG@10 Avg: 0.0467
2023-09-22 01:42:52,480:	[Coach] >>> TEST  @Epoch: 555  >>> 
2023-09-22 01:43:03,844:	[Wall TIME] >>> ChiefCoach.train takes 11.362935 seconds ...
2023-09-22 01:43:03,869:	[Coach] >>> TRAIN @Epoch: 556  >>>  || LOSS Avg: 0.07910
2023-09-22 01:43:03,869:	[Coach] >>> VALID @Epoch: 556  >>> 
2023-09-22 01:43:03,869:	[Coach] >>> TEST  @Epoch: 556  >>> 
2023-09-22 01:43:14,583:	[Wall TIME] >>> ChiefCoach.train takes 10.713494 seconds ...
2023-09-22 01:43:14,609:	[Coach] >>> TRAIN @Epoch: 557  >>>  || LOSS Avg: 0.07879
2023-09-22 01:43:14,609:	[Coach] >>> VALID @Epoch: 557  >>> 
2023-09-22 01:43:14,609:	[Coach] >>> TEST  @Epoch: 557  >>> 
2023-09-22 01:43:24,798:	[Wall TIME] >>> ChiefCoach.train takes 10.189304 seconds ...
2023-09-22 01:43:24,825:	[Coach] >>> TRAIN @Epoch: 558  >>>  || LOSS Avg: 0.07893
2023-09-22 01:43:24,825:	[Coach] >>> VALID @Epoch: 558  >>> 
2023-09-22 01:43:24,826:	[Coach] >>> TEST  @Epoch: 558  >>> 
2023-09-22 01:43:36,109:	[Wall TIME] >>> ChiefCoach.train takes 11.283601 seconds ...
2023-09-22 01:43:36,135:	[Coach] >>> TRAIN @Epoch: 559  >>>  || LOSS Avg: 0.07893
2023-09-22 01:43:36,135:	[Coach] >>> VALID @Epoch: 559  >>> 
2023-09-22 01:43:36,135:	[Coach] >>> TEST  @Epoch: 559  >>> 
2023-09-22 01:43:47,553:	[Wall TIME] >>> ChiefCoach.train takes 11.417848 seconds ...
2023-09-22 01:43:49,871:	[Wall TIME] >>> ChiefCoach.valid takes 2.282804 seconds ...
2023-09-22 01:43:49,872:	[Coach] >>> TRAIN @Epoch: 560  >>>  || LOSS Avg: 0.07889
2023-09-22 01:43:49,872:	[Coach] >>> VALID @Epoch: 560  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0550 || HITRATE@10 Avg: 0.0922 || NDCG@5 Avg: 0.0343 || NDCG@10 Avg: 0.0462
2023-09-22 01:43:49,872:	[Coach] >>> TEST  @Epoch: 560  >>> 
2023-09-22 01:43:59,863:	[Wall TIME] >>> ChiefCoach.train takes 9.990683 seconds ...
2023-09-22 01:43:59,893:	[Coach] >>> TRAIN @Epoch: 561  >>>  || LOSS Avg: 0.07896
2023-09-22 01:43:59,893:	[Coach] >>> VALID @Epoch: 561  >>> 
2023-09-22 01:43:59,893:	[Coach] >>> TEST  @Epoch: 561  >>> 
2023-09-22 01:44:10,290:	[Wall TIME] >>> ChiefCoach.train takes 10.396244 seconds ...
2023-09-22 01:44:10,316:	[Coach] >>> TRAIN @Epoch: 562  >>>  || LOSS Avg: 0.07849
2023-09-22 01:44:10,316:	[Coach] >>> VALID @Epoch: 562  >>> 
2023-09-22 01:44:10,316:	[Coach] >>> TEST  @Epoch: 562  >>> 
2023-09-22 01:44:21,455:	[Wall TIME] >>> ChiefCoach.train takes 11.139319 seconds ...
2023-09-22 01:44:21,483:	[Coach] >>> TRAIN @Epoch: 563  >>>  || LOSS Avg: 0.07843
2023-09-22 01:44:21,483:	[Coach] >>> VALID @Epoch: 563  >>> 
2023-09-22 01:44:21,483:	[Coach] >>> TEST  @Epoch: 563  >>> 
2023-09-22 01:44:32,478:	[Wall TIME] >>> ChiefCoach.train takes 10.994944 seconds ...
2023-09-22 01:44:32,504:	[Coach] >>> TRAIN @Epoch: 564  >>>  || LOSS Avg: 0.07880
2023-09-22 01:44:32,505:	[Coach] >>> VALID @Epoch: 564  >>> 
2023-09-22 01:44:32,505:	[Coach] >>> TEST  @Epoch: 564  >>> 
2023-09-22 01:44:41,966:	[Wall TIME] >>> ChiefCoach.train takes 9.460917 seconds ...
2023-09-22 01:44:44,149:	[Wall TIME] >>> ChiefCoach.valid takes 2.156378 seconds ...
2023-09-22 01:44:44,149:	[Coach] >>> TRAIN @Epoch: 565  >>>  || LOSS Avg: 0.07855
2023-09-22 01:44:44,149:	[Coach] >>> VALID @Epoch: 565  >>>  || HITRATE@1 Avg: 0.0137 || HITRATE@5 Avg: 0.0540 || HITRATE@10 Avg: 0.0932 || NDCG@5 Avg: 0.0338 || NDCG@10 Avg: 0.0464
2023-09-22 01:44:44,149:	[Coach] >>> TEST  @Epoch: 565  >>> 
2023-09-22 01:44:54,130:	[Wall TIME] >>> ChiefCoach.train takes 9.981009 seconds ...
2023-09-22 01:44:54,157:	[Coach] >>> TRAIN @Epoch: 566  >>>  || LOSS Avg: 0.07867
2023-09-22 01:44:54,157:	[Coach] >>> VALID @Epoch: 566  >>> 
2023-09-22 01:44:54,157:	[Coach] >>> TEST  @Epoch: 566  >>> 
2023-09-22 01:45:04,796:	[Wall TIME] >>> ChiefCoach.train takes 10.638459 seconds ...
2023-09-22 01:45:04,820:	[Coach] >>> TRAIN @Epoch: 567  >>>  || LOSS Avg: 0.07858
2023-09-22 01:45:04,820:	[Coach] >>> VALID @Epoch: 567  >>> 
2023-09-22 01:45:04,820:	[Coach] >>> TEST  @Epoch: 567  >>> 
2023-09-22 01:45:15,584:	[Wall TIME] >>> ChiefCoach.train takes 10.763555 seconds ...
2023-09-22 01:45:15,621:	[Coach] >>> TRAIN @Epoch: 568  >>>  || LOSS Avg: 0.07902
2023-09-22 01:45:15,622:	[Coach] >>> VALID @Epoch: 568  >>> 
2023-09-22 01:45:15,622:	[Coach] >>> TEST  @Epoch: 568  >>> 
2023-09-22 01:45:25,639:	[Wall TIME] >>> ChiefCoach.train takes 10.016832 seconds ...
2023-09-22 01:45:25,662:	[Coach] >>> TRAIN @Epoch: 569  >>>  || LOSS Avg: 0.07860
2023-09-22 01:45:25,662:	[Coach] >>> VALID @Epoch: 569  >>> 
2023-09-22 01:45:25,663:	[Coach] >>> TEST  @Epoch: 569  >>> 
2023-09-22 01:45:35,495:	[Wall TIME] >>> ChiefCoach.train takes 9.832735 seconds ...
2023-09-22 01:45:37,630:	[Wall TIME] >>> ChiefCoach.valid takes 2.106976 seconds ...
2023-09-22 01:45:37,630:	[Coach] >>> TRAIN @Epoch: 570  >>>  || LOSS Avg: 0.07844
2023-09-22 01:45:37,630:	[Coach] >>> VALID @Epoch: 570  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0526 || HITRATE@10 Avg: 0.0939 || NDCG@5 Avg: 0.0337 || NDCG@10 Avg: 0.0469
2023-09-22 01:45:37,630:	[Coach] >>> TEST  @Epoch: 570  >>> 
2023-09-22 01:45:48,575:	[Wall TIME] >>> ChiefCoach.train takes 10.944480 seconds ...
2023-09-22 01:45:48,607:	[Coach] >>> TRAIN @Epoch: 571  >>>  || LOSS Avg: 0.07824
2023-09-22 01:45:48,607:	[Coach] >>> VALID @Epoch: 571  >>> 
2023-09-22 01:45:48,607:	[Coach] >>> TEST  @Epoch: 571  >>> 
2023-09-22 01:45:59,183:	[Wall TIME] >>> ChiefCoach.train takes 10.575516 seconds ...
2023-09-22 01:45:59,209:	[Coach] >>> TRAIN @Epoch: 572  >>>  || LOSS Avg: 0.07859
2023-09-22 01:45:59,209:	[Coach] >>> VALID @Epoch: 572  >>> 
2023-09-22 01:45:59,210:	[Coach] >>> TEST  @Epoch: 572  >>> 
2023-09-22 01:46:09,146:	[Wall TIME] >>> ChiefCoach.train takes 9.936522 seconds ...
2023-09-22 01:46:09,172:	[Coach] >>> TRAIN @Epoch: 573  >>>  || LOSS Avg: 0.07872
2023-09-22 01:46:09,172:	[Coach] >>> VALID @Epoch: 573  >>> 
2023-09-22 01:46:09,172:	[Coach] >>> TEST  @Epoch: 573  >>> 
2023-09-22 01:46:18,193:	[Wall TIME] >>> ChiefCoach.train takes 9.021341 seconds ...
2023-09-22 01:46:18,219:	[Coach] >>> TRAIN @Epoch: 574  >>>  || LOSS Avg: 0.07857
2023-09-22 01:46:18,219:	[Coach] >>> VALID @Epoch: 574  >>> 
2023-09-22 01:46:18,219:	[Coach] >>> TEST  @Epoch: 574  >>> 
2023-09-22 01:46:27,375:	[Wall TIME] >>> ChiefCoach.train takes 9.155970 seconds ...
2023-09-22 01:46:29,542:	[Wall TIME] >>> ChiefCoach.valid takes 2.141091 seconds ...
2023-09-22 01:46:29,542:	[Coach] >>> TRAIN @Epoch: 575  >>>  || LOSS Avg: 0.07820
2023-09-22 01:46:29,542:	[Coach] >>> VALID @Epoch: 575  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0538 || HITRATE@10 Avg: 0.0949 || NDCG@5 Avg: 0.0341 || NDCG@10 Avg: 0.0473
2023-09-22 01:46:29,542:	[Coach] >>> TEST  @Epoch: 575  >>> 
2023-09-22 01:46:40,932:	[Wall TIME] >>> ChiefCoach.train takes 11.389004 seconds ...
2023-09-22 01:46:40,959:	[Coach] >>> TRAIN @Epoch: 576  >>>  || LOSS Avg: 0.07847
2023-09-22 01:46:40,959:	[Coach] >>> VALID @Epoch: 576  >>> 
2023-09-22 01:46:40,959:	[Coach] >>> TEST  @Epoch: 576  >>> 
2023-09-22 01:46:51,137:	[Wall TIME] >>> ChiefCoach.train takes 10.177402 seconds ...
2023-09-22 01:46:51,168:	[Coach] >>> TRAIN @Epoch: 577  >>>  || LOSS Avg: 0.07833
2023-09-22 01:46:51,168:	[Coach] >>> VALID @Epoch: 577  >>> 
2023-09-22 01:46:51,168:	[Coach] >>> TEST  @Epoch: 577  >>> 
2023-09-22 01:47:01,188:	[Wall TIME] >>> ChiefCoach.train takes 10.020163 seconds ...
2023-09-22 01:47:01,214:	[Coach] >>> TRAIN @Epoch: 578  >>>  || LOSS Avg: 0.07849
2023-09-22 01:47:01,214:	[Coach] >>> VALID @Epoch: 578  >>> 
2023-09-22 01:47:01,214:	[Coach] >>> TEST  @Epoch: 578  >>> 
2023-09-22 01:47:11,004:	[Wall TIME] >>> ChiefCoach.train takes 9.790223 seconds ...
2023-09-22 01:47:11,029:	[Coach] >>> TRAIN @Epoch: 579  >>>  || LOSS Avg: 0.07851
2023-09-22 01:47:11,029:	[Coach] >>> VALID @Epoch: 579  >>> 
2023-09-22 01:47:11,029:	[Coach] >>> TEST  @Epoch: 579  >>> 
2023-09-22 01:47:20,677:	[Wall TIME] >>> ChiefCoach.train takes 9.647607 seconds ...
2023-09-22 01:47:22,827:	[Wall TIME] >>> ChiefCoach.valid takes 2.124257 seconds ...
2023-09-22 01:47:22,828:	[Coach] >>> TRAIN @Epoch: 580  >>>  || LOSS Avg: 0.07865
2023-09-22 01:47:22,828:	[Coach] >>> VALID @Epoch: 580  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0538 || HITRATE@10 Avg: 0.0939 || NDCG@5 Avg: 0.0343 || NDCG@10 Avg: 0.0472
2023-09-22 01:47:22,828:	[Coach] >>> TEST  @Epoch: 580  >>> 
2023-09-22 01:47:32,800:	[Wall TIME] >>> ChiefCoach.train takes 9.971879 seconds ...
2023-09-22 01:47:32,828:	[Coach] >>> TRAIN @Epoch: 581  >>>  || LOSS Avg: 0.07825
2023-09-22 01:47:32,828:	[Coach] >>> VALID @Epoch: 581  >>> 
2023-09-22 01:47:32,829:	[Coach] >>> TEST  @Epoch: 581  >>> 
2023-09-22 01:47:42,816:	[Wall TIME] >>> ChiefCoach.train takes 9.986998 seconds ...
2023-09-22 01:47:42,842:	[Coach] >>> TRAIN @Epoch: 582  >>>  || LOSS Avg: 0.07867
2023-09-22 01:47:42,842:	[Coach] >>> VALID @Epoch: 582  >>> 
2023-09-22 01:47:42,843:	[Coach] >>> TEST  @Epoch: 582  >>> 
2023-09-22 01:47:52,441:	[Wall TIME] >>> ChiefCoach.train takes 9.598128 seconds ...
2023-09-22 01:47:52,468:	[Coach] >>> TRAIN @Epoch: 583  >>>  || LOSS Avg: 0.07810
2023-09-22 01:47:52,468:	[Coach] >>> VALID @Epoch: 583  >>> 
2023-09-22 01:47:52,469:	[Coach] >>> TEST  @Epoch: 583  >>> 
2023-09-22 01:48:02,979:	[Wall TIME] >>> ChiefCoach.train takes 10.509910 seconds ...
2023-09-22 01:48:03,004:	[Coach] >>> TRAIN @Epoch: 584  >>>  || LOSS Avg: 0.07828
2023-09-22 01:48:03,004:	[Coach] >>> VALID @Epoch: 584  >>> 
2023-09-22 01:48:03,004:	[Coach] >>> TEST  @Epoch: 584  >>> 
2023-09-22 01:48:13,341:	[Wall TIME] >>> ChiefCoach.train takes 10.337136 seconds ...
2023-09-22 01:48:15,482:	[Wall TIME] >>> ChiefCoach.valid takes 2.114825 seconds ...
2023-09-22 01:48:15,482:	[Coach] >>> TRAIN @Epoch: 585  >>>  || LOSS Avg: 0.07878
2023-09-22 01:48:15,483:	[Coach] >>> VALID @Epoch: 585  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0555 || HITRATE@10 Avg: 0.0957 || NDCG@5 Avg: 0.0350 || NDCG@10 Avg: 0.0479
2023-09-22 01:48:15,483:	[Coach] >>> TEST  @Epoch: 585  >>> 
2023-09-22 01:48:25,159:	[Wall TIME] >>> ChiefCoach.train takes 9.676534 seconds ...
2023-09-22 01:48:25,183:	[Coach] >>> TRAIN @Epoch: 586  >>>  || LOSS Avg: 0.07899
2023-09-22 01:48:25,183:	[Coach] >>> VALID @Epoch: 586  >>> 
2023-09-22 01:48:25,183:	[Coach] >>> TEST  @Epoch: 586  >>> 
2023-09-22 01:48:35,253:	[Wall TIME] >>> ChiefCoach.train takes 10.069910 seconds ...
2023-09-22 01:48:35,278:	[Coach] >>> TRAIN @Epoch: 587  >>>  || LOSS Avg: 0.07849
2023-09-22 01:48:35,279:	[Coach] >>> VALID @Epoch: 587  >>> 
2023-09-22 01:48:35,279:	[Coach] >>> TEST  @Epoch: 587  >>> 
2023-09-22 01:48:45,417:	[Wall TIME] >>> ChiefCoach.train takes 10.138041 seconds ...
2023-09-22 01:48:45,445:	[Coach] >>> TRAIN @Epoch: 588  >>>  || LOSS Avg: 0.07858
2023-09-22 01:48:45,445:	[Coach] >>> VALID @Epoch: 588  >>> 
2023-09-22 01:48:45,445:	[Coach] >>> TEST  @Epoch: 588  >>> 
2023-09-22 01:48:55,130:	[Wall TIME] >>> ChiefCoach.train takes 9.684528 seconds ...
2023-09-22 01:48:55,157:	[Coach] >>> TRAIN @Epoch: 589  >>>  || LOSS Avg: 0.07869
2023-09-22 01:48:55,157:	[Coach] >>> VALID @Epoch: 589  >>> 
2023-09-22 01:48:55,157:	[Coach] >>> TEST  @Epoch: 589  >>> 
2023-09-22 01:49:04,721:	[Wall TIME] >>> ChiefCoach.train takes 9.563207 seconds ...
2023-09-22 01:49:06,969:	[Wall TIME] >>> ChiefCoach.valid takes 2.222791 seconds ...
2023-09-22 01:49:06,970:	[Coach] >>> TRAIN @Epoch: 590  >>>  || LOSS Avg: 0.07847
2023-09-22 01:49:06,970:	[Coach] >>> VALID @Epoch: 590  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0555 || HITRATE@10 Avg: 0.0959 || NDCG@5 Avg: 0.0346 || NDCG@10 Avg: 0.0476
2023-09-22 01:49:06,970:	[Coach] >>> TEST  @Epoch: 590  >>> 
2023-09-22 01:49:17,093:	[Wall TIME] >>> ChiefCoach.train takes 10.122423 seconds ...
2023-09-22 01:49:17,119:	[Coach] >>> TRAIN @Epoch: 591  >>>  || LOSS Avg: 0.07864
2023-09-22 01:49:17,119:	[Coach] >>> VALID @Epoch: 591  >>> 
2023-09-22 01:49:17,120:	[Coach] >>> TEST  @Epoch: 591  >>> 
2023-09-22 01:49:27,767:	[Wall TIME] >>> ChiefCoach.train takes 10.647447 seconds ...
2023-09-22 01:49:27,793:	[Coach] >>> TRAIN @Epoch: 592  >>>  || LOSS Avg: 0.07851
2023-09-22 01:49:27,793:	[Coach] >>> VALID @Epoch: 592  >>> 
2023-09-22 01:49:27,794:	[Coach] >>> TEST  @Epoch: 592  >>> 
2023-09-22 01:49:37,848:	[Wall TIME] >>> ChiefCoach.train takes 10.054624 seconds ...
2023-09-22 01:49:37,873:	[Coach] >>> TRAIN @Epoch: 593  >>>  || LOSS Avg: 0.07829
2023-09-22 01:49:37,873:	[Coach] >>> VALID @Epoch: 593  >>> 
2023-09-22 01:49:37,873:	[Coach] >>> TEST  @Epoch: 593  >>> 
2023-09-22 01:49:48,324:	[Wall TIME] >>> ChiefCoach.train takes 10.450483 seconds ...
2023-09-22 01:49:48,348:	[Coach] >>> TRAIN @Epoch: 594  >>>  || LOSS Avg: 0.07854
2023-09-22 01:49:48,348:	[Coach] >>> VALID @Epoch: 594  >>> 
2023-09-22 01:49:48,348:	[Coach] >>> TEST  @Epoch: 594  >>> 
2023-09-22 01:49:59,056:	[Wall TIME] >>> ChiefCoach.train takes 10.707231 seconds ...
2023-09-22 01:50:01,260:	[Wall TIME] >>> ChiefCoach.valid takes 2.180288 seconds ...
2023-09-22 01:50:01,260:	[Coach] >>> TRAIN @Epoch: 595  >>>  || LOSS Avg: 0.07900
2023-09-22 01:50:01,260:	[Coach] >>> VALID @Epoch: 595  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0568 || HITRATE@10 Avg: 0.0965 || NDCG@5 Avg: 0.0350 || NDCG@10 Avg: 0.0476
2023-09-22 01:50:01,260:	[Coach] >>> TEST  @Epoch: 595  >>> 
2023-09-22 01:50:11,925:	[Wall TIME] >>> ChiefCoach.train takes 10.664565 seconds ...
2023-09-22 01:50:11,951:	[Coach] >>> TRAIN @Epoch: 596  >>>  || LOSS Avg: 0.07878
2023-09-22 01:50:11,951:	[Coach] >>> VALID @Epoch: 596  >>> 
2023-09-22 01:50:11,951:	[Coach] >>> TEST  @Epoch: 596  >>> 
2023-09-22 01:50:22,518:	[Wall TIME] >>> ChiefCoach.train takes 10.566929 seconds ...
2023-09-22 01:50:22,558:	[Coach] >>> TRAIN @Epoch: 597  >>>  || LOSS Avg: 0.07834
2023-09-22 01:50:22,558:	[Coach] >>> VALID @Epoch: 597  >>> 
2023-09-22 01:50:22,558:	[Coach] >>> TEST  @Epoch: 597  >>> 
2023-09-22 01:50:33,300:	[Wall TIME] >>> ChiefCoach.train takes 10.742089 seconds ...
2023-09-22 01:50:33,330:	[Coach] >>> TRAIN @Epoch: 598  >>>  || LOSS Avg: 0.07874
2023-09-22 01:50:33,330:	[Coach] >>> VALID @Epoch: 598  >>> 
2023-09-22 01:50:33,330:	[Coach] >>> TEST  @Epoch: 598  >>> 
2023-09-22 01:50:43,643:	[Wall TIME] >>> ChiefCoach.train takes 10.312856 seconds ...
2023-09-22 01:50:43,683:	[Coach] >>> TRAIN @Epoch: 599  >>>  || LOSS Avg: 0.07860
2023-09-22 01:50:43,683:	[Coach] >>> VALID @Epoch: 599  >>> 
2023-09-22 01:50:43,683:	[Coach] >>> TEST  @Epoch: 599  >>> 
2023-09-22 01:50:53,515:	[Wall TIME] >>> ChiefCoach.train takes 9.832240 seconds ...
2023-09-22 01:50:55,683:	[Wall TIME] >>> ChiefCoach.valid takes 2.139183 seconds ...
2023-09-22 01:50:55,684:	[Coach] >>> TRAIN @Epoch: 600  >>>  || LOSS Avg: 0.07834
2023-09-22 01:50:55,684:	[Coach] >>> VALID @Epoch: 600  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0560 || HITRATE@10 Avg: 0.0932 || NDCG@5 Avg: 0.0350 || NDCG@10 Avg: 0.0470
2023-09-22 01:50:55,684:	[Coach] >>> TEST  @Epoch: 600  >>> 
2023-09-22 01:51:05,745:	[Wall TIME] >>> ChiefCoach.train takes 10.061122 seconds ...
2023-09-22 01:51:05,782:	[Coach] >>> TRAIN @Epoch: 601  >>>  || LOSS Avg: 0.07861
2023-09-22 01:51:05,782:	[Coach] >>> VALID @Epoch: 601  >>> 
2023-09-22 01:51:05,782:	[Coach] >>> TEST  @Epoch: 601  >>> 
2023-09-22 01:51:15,458:	[Wall TIME] >>> ChiefCoach.train takes 9.675186 seconds ...
2023-09-22 01:51:15,483:	[Coach] >>> TRAIN @Epoch: 602  >>>  || LOSS Avg: 0.07866
2023-09-22 01:51:15,483:	[Coach] >>> VALID @Epoch: 602  >>> 
2023-09-22 01:51:15,483:	[Coach] >>> TEST  @Epoch: 602  >>> 
2023-09-22 01:51:25,583:	[Wall TIME] >>> ChiefCoach.train takes 10.100360 seconds ...
2023-09-22 01:51:25,608:	[Coach] >>> TRAIN @Epoch: 603  >>>  || LOSS Avg: 0.07854
2023-09-22 01:51:25,608:	[Coach] >>> VALID @Epoch: 603  >>> 
2023-09-22 01:51:25,608:	[Coach] >>> TEST  @Epoch: 603  >>> 
2023-09-22 01:51:36,338:	[Wall TIME] >>> ChiefCoach.train takes 10.729791 seconds ...
2023-09-22 01:51:36,364:	[Coach] >>> TRAIN @Epoch: 604  >>>  || LOSS Avg: 0.07850
2023-09-22 01:51:36,364:	[Coach] >>> VALID @Epoch: 604  >>> 
2023-09-22 01:51:36,364:	[Coach] >>> TEST  @Epoch: 604  >>> 
2023-09-22 01:51:46,129:	[Wall TIME] >>> ChiefCoach.train takes 9.764693 seconds ...
2023-09-22 01:51:48,283:	[Wall TIME] >>> ChiefCoach.valid takes 2.129009 seconds ...
2023-09-22 01:51:48,283:	[Coach] >>> TRAIN @Epoch: 605  >>>  || LOSS Avg: 0.07868
2023-09-22 01:51:48,284:	[Coach] >>> VALID @Epoch: 605  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0518 || HITRATE@10 Avg: 0.0957 || NDCG@5 Avg: 0.0331 || NDCG@10 Avg: 0.0473
2023-09-22 01:51:48,284:	[Coach] >>> TEST  @Epoch: 605  >>> 
2023-09-22 01:51:58,182:	[Wall TIME] >>> ChiefCoach.train takes 9.897738 seconds ...
2023-09-22 01:51:58,206:	[Coach] >>> TRAIN @Epoch: 606  >>>  || LOSS Avg: 0.07889
2023-09-22 01:51:58,206:	[Coach] >>> VALID @Epoch: 606  >>> 
2023-09-22 01:51:58,206:	[Coach] >>> TEST  @Epoch: 606  >>> 
2023-09-22 01:52:08,226:	[Wall TIME] >>> ChiefCoach.train takes 10.019235 seconds ...
2023-09-22 01:52:08,250:	[Coach] >>> TRAIN @Epoch: 607  >>>  || LOSS Avg: 0.07792
2023-09-22 01:52:08,250:	[Coach] >>> VALID @Epoch: 607  >>> 
2023-09-22 01:52:08,250:	[Coach] >>> TEST  @Epoch: 607  >>> 
2023-09-22 01:52:18,315:	[Wall TIME] >>> ChiefCoach.train takes 10.064793 seconds ...
2023-09-22 01:52:18,339:	[Coach] >>> TRAIN @Epoch: 608  >>>  || LOSS Avg: 0.07851
2023-09-22 01:52:18,339:	[Coach] >>> VALID @Epoch: 608  >>> 
2023-09-22 01:52:18,339:	[Coach] >>> TEST  @Epoch: 608  >>> 
2023-09-22 01:52:28,081:	[Wall TIME] >>> ChiefCoach.train takes 9.741207 seconds ...
2023-09-22 01:52:28,119:	[Coach] >>> TRAIN @Epoch: 609  >>>  || LOSS Avg: 0.07852
2023-09-22 01:52:28,119:	[Coach] >>> VALID @Epoch: 609  >>> 
2023-09-22 01:52:28,120:	[Coach] >>> TEST  @Epoch: 609  >>> 
2023-09-22 01:52:37,909:	[Wall TIME] >>> ChiefCoach.train takes 9.789335 seconds ...
2023-09-22 01:52:40,012:	[Wall TIME] >>> ChiefCoach.valid takes 2.077078 seconds ...
2023-09-22 01:52:40,012:	[Coach] >>> TRAIN @Epoch: 610  >>>  || LOSS Avg: 0.07842
2023-09-22 01:52:40,012:	[Coach] >>> VALID @Epoch: 610  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0546 || HITRATE@10 Avg: 0.0955 || NDCG@5 Avg: 0.0344 || NDCG@10 Avg: 0.0475
2023-09-22 01:52:40,012:	[Coach] >>> TEST  @Epoch: 610  >>> 
2023-09-22 01:52:49,657:	[Wall TIME] >>> ChiefCoach.train takes 9.644717 seconds ...
2023-09-22 01:52:49,681:	[Coach] >>> TRAIN @Epoch: 611  >>>  || LOSS Avg: 0.07871
2023-09-22 01:52:49,681:	[Coach] >>> VALID @Epoch: 611  >>> 
2023-09-22 01:52:49,681:	[Coach] >>> TEST  @Epoch: 611  >>> 
2023-09-22 01:53:00,276:	[Wall TIME] >>> ChiefCoach.train takes 10.594838 seconds ...
2023-09-22 01:53:00,303:	[Coach] >>> TRAIN @Epoch: 612  >>>  || LOSS Avg: 0.07837
2023-09-22 01:53:00,303:	[Coach] >>> VALID @Epoch: 612  >>> 
2023-09-22 01:53:00,303:	[Coach] >>> TEST  @Epoch: 612  >>> 
2023-09-22 01:53:09,877:	[Wall TIME] >>> ChiefCoach.train takes 9.573563 seconds ...
2023-09-22 01:53:09,902:	[Coach] >>> TRAIN @Epoch: 613  >>>  || LOSS Avg: 0.07881
2023-09-22 01:53:09,902:	[Coach] >>> VALID @Epoch: 613  >>> 
2023-09-22 01:53:09,902:	[Coach] >>> TEST  @Epoch: 613  >>> 
2023-09-22 01:53:19,111:	[Wall TIME] >>> ChiefCoach.train takes 9.208512 seconds ...
2023-09-22 01:53:19,137:	[Coach] >>> TRAIN @Epoch: 614  >>>  || LOSS Avg: 0.07860
2023-09-22 01:53:19,137:	[Coach] >>> VALID @Epoch: 614  >>> 
2023-09-22 01:53:19,137:	[Coach] >>> TEST  @Epoch: 614  >>> 
2023-09-22 01:53:30,214:	[Wall TIME] >>> ChiefCoach.train takes 11.076257 seconds ...
2023-09-22 01:53:32,380:	[Wall TIME] >>> ChiefCoach.valid takes 2.142031 seconds ...
2023-09-22 01:53:32,381:	[Coach] >>> TRAIN @Epoch: 615  >>>  || LOSS Avg: 0.07832
2023-09-22 01:53:32,381:	[Coach] >>> VALID @Epoch: 615  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0553 || HITRATE@10 Avg: 0.0955 || NDCG@5 Avg: 0.0346 || NDCG@10 Avg: 0.0476
2023-09-22 01:53:32,381:	[Coach] >>> TEST  @Epoch: 615  >>> 
2023-09-22 01:53:43,486:	[Wall TIME] >>> ChiefCoach.train takes 11.104687 seconds ...
2023-09-22 01:53:43,511:	[Coach] >>> TRAIN @Epoch: 616  >>>  || LOSS Avg: 0.07841
2023-09-22 01:53:43,511:	[Coach] >>> VALID @Epoch: 616  >>> 
2023-09-22 01:53:43,511:	[Coach] >>> TEST  @Epoch: 616  >>> 
2023-09-22 01:53:53,669:	[Wall TIME] >>> ChiefCoach.train takes 10.158184 seconds ...
2023-09-22 01:53:53,695:	[Coach] >>> TRAIN @Epoch: 617  >>>  || LOSS Avg: 0.07829
2023-09-22 01:53:53,695:	[Coach] >>> VALID @Epoch: 617  >>> 
2023-09-22 01:53:53,695:	[Coach] >>> TEST  @Epoch: 617  >>> 
2023-09-22 01:54:04,427:	[Wall TIME] >>> ChiefCoach.train takes 10.731683 seconds ...
2023-09-22 01:54:04,452:	[Coach] >>> TRAIN @Epoch: 618  >>>  || LOSS Avg: 0.07785
2023-09-22 01:54:04,452:	[Coach] >>> VALID @Epoch: 618  >>> 
2023-09-22 01:54:04,452:	[Coach] >>> TEST  @Epoch: 618  >>> 
2023-09-22 01:54:15,299:	[Wall TIME] >>> ChiefCoach.train takes 10.846583 seconds ...
2023-09-22 01:54:15,336:	[Coach] >>> TRAIN @Epoch: 619  >>>  || LOSS Avg: 0.07823
2023-09-22 01:54:15,336:	[Coach] >>> VALID @Epoch: 619  >>> 
2023-09-22 01:54:15,336:	[Coach] >>> TEST  @Epoch: 619  >>> 
2023-09-22 01:54:26,062:	[Wall TIME] >>> ChiefCoach.train takes 10.726252 seconds ...
2023-09-22 01:54:28,342:	[Wall TIME] >>> ChiefCoach.valid takes 2.247555 seconds ...
2023-09-22 01:54:28,342:	[Coach] >>> TRAIN @Epoch: 620  >>>  || LOSS Avg: 0.07866
2023-09-22 01:54:28,342:	[Coach] >>> VALID @Epoch: 620  >>>  || HITRATE@1 Avg: 0.0137 || HITRATE@5 Avg: 0.0536 || HITRATE@10 Avg: 0.0959 || NDCG@5 Avg: 0.0339 || NDCG@10 Avg: 0.0474
2023-09-22 01:54:28,342:	[Coach] >>> TEST  @Epoch: 620  >>> 
2023-09-22 01:54:39,096:	[Wall TIME] >>> ChiefCoach.train takes 10.753265 seconds ...
2023-09-22 01:54:39,122:	[Coach] >>> TRAIN @Epoch: 621  >>>  || LOSS Avg: 0.07868
2023-09-22 01:54:39,122:	[Coach] >>> VALID @Epoch: 621  >>> 
2023-09-22 01:54:39,122:	[Coach] >>> TEST  @Epoch: 621  >>> 
2023-09-22 01:54:49,811:	[Wall TIME] >>> ChiefCoach.train takes 10.688780 seconds ...
2023-09-22 01:54:49,851:	[Coach] >>> TRAIN @Epoch: 622  >>>  || LOSS Avg: 0.07846
2023-09-22 01:54:49,851:	[Coach] >>> VALID @Epoch: 622  >>> 
2023-09-22 01:54:49,852:	[Coach] >>> TEST  @Epoch: 622  >>> 
2023-09-22 01:55:00,541:	[Wall TIME] >>> ChiefCoach.train takes 10.689135 seconds ...
2023-09-22 01:55:00,576:	[Coach] >>> TRAIN @Epoch: 623  >>>  || LOSS Avg: 0.07894
2023-09-22 01:55:00,576:	[Coach] >>> VALID @Epoch: 623  >>> 
2023-09-22 01:55:00,576:	[Coach] >>> TEST  @Epoch: 623  >>> 
2023-09-22 01:55:11,651:	[Wall TIME] >>> ChiefCoach.train takes 11.074009 seconds ...
2023-09-22 01:55:11,676:	[Coach] >>> TRAIN @Epoch: 624  >>>  || LOSS Avg: 0.07854
2023-09-22 01:55:11,676:	[Coach] >>> VALID @Epoch: 624  >>> 
2023-09-22 01:55:11,676:	[Coach] >>> TEST  @Epoch: 624  >>> 
2023-09-22 01:55:22,021:	[Wall TIME] >>> ChiefCoach.train takes 10.344884 seconds ...
2023-09-22 01:55:24,272:	[Wall TIME] >>> ChiefCoach.valid takes 2.225024 seconds ...
2023-09-22 01:55:24,273:	[Coach] >>> TRAIN @Epoch: 625  >>>  || LOSS Avg: 0.07847
2023-09-22 01:55:24,273:	[Coach] >>> VALID @Epoch: 625  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0536 || HITRATE@10 Avg: 0.0977 || NDCG@5 Avg: 0.0339 || NDCG@10 Avg: 0.0479
2023-09-22 01:55:24,273:	[Coach] >>> TEST  @Epoch: 625  >>> 
2023-09-22 01:55:33,940:	[Wall TIME] >>> ChiefCoach.train takes 9.666847 seconds ...
2023-09-22 01:55:33,966:	[Coach] >>> TRAIN @Epoch: 626  >>>  || LOSS Avg: 0.07848
2023-09-22 01:55:33,966:	[Coach] >>> VALID @Epoch: 626  >>> 
2023-09-22 01:55:33,966:	[Coach] >>> TEST  @Epoch: 626  >>> 
2023-09-22 01:55:44,879:	[Wall TIME] >>> ChiefCoach.train takes 10.913122 seconds ...
2023-09-22 01:55:44,905:	[Coach] >>> TRAIN @Epoch: 627  >>>  || LOSS Avg: 0.07831
2023-09-22 01:55:44,906:	[Coach] >>> VALID @Epoch: 627  >>> 
2023-09-22 01:55:44,906:	[Coach] >>> TEST  @Epoch: 627  >>> 
2023-09-22 01:55:55,311:	[Wall TIME] >>> ChiefCoach.train takes 10.405120 seconds ...
2023-09-22 01:55:55,346:	[Coach] >>> TRAIN @Epoch: 628  >>>  || LOSS Avg: 0.07799
2023-09-22 01:55:55,346:	[Coach] >>> VALID @Epoch: 628  >>> 
2023-09-22 01:55:55,346:	[Coach] >>> TEST  @Epoch: 628  >>> 
2023-09-22 01:56:05,510:	[Wall TIME] >>> ChiefCoach.train takes 10.163664 seconds ...
2023-09-22 01:56:05,539:	[Coach] >>> TRAIN @Epoch: 629  >>>  || LOSS Avg: 0.07827
2023-09-22 01:56:05,539:	[Coach] >>> VALID @Epoch: 629  >>> 
2023-09-22 01:56:05,539:	[Coach] >>> TEST  @Epoch: 629  >>> 
2023-09-22 01:56:15,996:	[Wall TIME] >>> ChiefCoach.train takes 10.456248 seconds ...
2023-09-22 01:56:18,308:	[Wall TIME] >>> ChiefCoach.valid takes 2.287467 seconds ...
2023-09-22 01:56:18,308:	[Coach] >>> TRAIN @Epoch: 630  >>>  || LOSS Avg: 0.07813
2023-09-22 01:56:18,308:	[Coach] >>> VALID @Epoch: 630  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0548 || HITRATE@10 Avg: 0.0970 || NDCG@5 Avg: 0.0343 || NDCG@10 Avg: 0.0479
2023-09-22 01:56:18,309:	[Coach] >>> TEST  @Epoch: 630  >>> 
2023-09-22 01:56:28,408:	[Wall TIME] >>> ChiefCoach.train takes 10.099271 seconds ...
2023-09-22 01:56:28,432:	[Coach] >>> TRAIN @Epoch: 631  >>>  || LOSS Avg: 0.07869
2023-09-22 01:56:28,433:	[Coach] >>> VALID @Epoch: 631  >>> 
2023-09-22 01:56:28,433:	[Coach] >>> TEST  @Epoch: 631  >>> 
2023-09-22 01:56:38,328:	[Wall TIME] >>> ChiefCoach.train takes 9.895085 seconds ...
2023-09-22 01:56:38,352:	[Coach] >>> TRAIN @Epoch: 632  >>>  || LOSS Avg: 0.07873
2023-09-22 01:56:38,352:	[Coach] >>> VALID @Epoch: 632  >>> 
2023-09-22 01:56:38,352:	[Coach] >>> TEST  @Epoch: 632  >>> 
2023-09-22 01:56:48,249:	[Wall TIME] >>> ChiefCoach.train takes 9.896632 seconds ...
2023-09-22 01:56:48,274:	[Coach] >>> TRAIN @Epoch: 633  >>>  || LOSS Avg: 0.07886
2023-09-22 01:56:48,274:	[Coach] >>> VALID @Epoch: 633  >>> 
2023-09-22 01:56:48,274:	[Coach] >>> TEST  @Epoch: 633  >>> 
2023-09-22 01:56:58,618:	[Wall TIME] >>> ChiefCoach.train takes 10.343387 seconds ...
2023-09-22 01:56:58,647:	[Coach] >>> TRAIN @Epoch: 634  >>>  || LOSS Avg: 0.07834
2023-09-22 01:56:58,648:	[Coach] >>> VALID @Epoch: 634  >>> 
2023-09-22 01:56:58,648:	[Coach] >>> TEST  @Epoch: 634  >>> 
2023-09-22 01:57:08,457:	[Wall TIME] >>> ChiefCoach.train takes 9.808651 seconds ...
2023-09-22 01:57:10,621:	[Wall TIME] >>> ChiefCoach.valid takes 2.140180 seconds ...
2023-09-22 01:57:10,622:	[Coach] >>> TRAIN @Epoch: 635  >>>  || LOSS Avg: 0.07829
2023-09-22 01:57:10,622:	[Coach] >>> VALID @Epoch: 635  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0538 || HITRATE@10 Avg: 0.0940 || NDCG@5 Avg: 0.0344 || NDCG@10 Avg: 0.0474
2023-09-22 01:57:10,622:	[Coach] >>> TEST  @Epoch: 635  >>> 
2023-09-22 01:57:21,993:	[Wall TIME] >>> ChiefCoach.train takes 11.371028 seconds ...
2023-09-22 01:57:22,024:	[Coach] >>> TRAIN @Epoch: 636  >>>  || LOSS Avg: 0.07847
2023-09-22 01:57:22,024:	[Coach] >>> VALID @Epoch: 636  >>> 
2023-09-22 01:57:22,024:	[Coach] >>> TEST  @Epoch: 636  >>> 
2023-09-22 01:57:32,575:	[Wall TIME] >>> ChiefCoach.train takes 10.550825 seconds ...
2023-09-22 01:57:32,613:	[Coach] >>> TRAIN @Epoch: 637  >>>  || LOSS Avg: 0.07887
2023-09-22 01:57:32,614:	[Coach] >>> VALID @Epoch: 637  >>> 
2023-09-22 01:57:32,614:	[Coach] >>> TEST  @Epoch: 637  >>> 
2023-09-22 01:57:42,717:	[Wall TIME] >>> ChiefCoach.train takes 10.102940 seconds ...
2023-09-22 01:57:42,742:	[Coach] >>> TRAIN @Epoch: 638  >>>  || LOSS Avg: 0.07828
2023-09-22 01:57:42,742:	[Coach] >>> VALID @Epoch: 638  >>> 
2023-09-22 01:57:42,743:	[Coach] >>> TEST  @Epoch: 638  >>> 
2023-09-22 01:57:52,886:	[Wall TIME] >>> ChiefCoach.train takes 10.143456 seconds ...
2023-09-22 01:57:52,912:	[Coach] >>> TRAIN @Epoch: 639  >>>  || LOSS Avg: 0.07862
2023-09-22 01:57:52,912:	[Coach] >>> VALID @Epoch: 639  >>> 
2023-09-22 01:57:52,912:	[Coach] >>> TEST  @Epoch: 639  >>> 
2023-09-22 01:58:03,152:	[Wall TIME] >>> ChiefCoach.train takes 10.239628 seconds ...
2023-09-22 01:58:05,410:	[Wall TIME] >>> ChiefCoach.valid takes 2.232606 seconds ...
2023-09-22 01:58:05,410:	[Coach] >>> TRAIN @Epoch: 640  >>>  || LOSS Avg: 0.07851
2023-09-22 01:58:05,410:	[Coach] >>> VALID @Epoch: 640  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0538 || HITRATE@10 Avg: 0.0932 || NDCG@5 Avg: 0.0342 || NDCG@10 Avg: 0.0468
2023-09-22 01:58:05,410:	[Coach] >>> TEST  @Epoch: 640  >>> 
2023-09-22 01:58:15,626:	[Wall TIME] >>> ChiefCoach.train takes 10.216013 seconds ...
2023-09-22 01:58:15,653:	[Coach] >>> TRAIN @Epoch: 641  >>>  || LOSS Avg: 0.07856
2023-09-22 01:58:15,653:	[Coach] >>> VALID @Epoch: 641  >>> 
2023-09-22 01:58:15,653:	[Coach] >>> TEST  @Epoch: 641  >>> 
2023-09-22 01:58:25,871:	[Wall TIME] >>> ChiefCoach.train takes 10.218250 seconds ...
2023-09-22 01:58:25,899:	[Coach] >>> TRAIN @Epoch: 642  >>>  || LOSS Avg: 0.07831
2023-09-22 01:58:25,900:	[Coach] >>> VALID @Epoch: 642  >>> 
2023-09-22 01:58:25,900:	[Coach] >>> TEST  @Epoch: 642  >>> 
2023-09-22 01:58:36,690:	[Wall TIME] >>> ChiefCoach.train takes 10.789843 seconds ...
2023-09-22 01:58:36,718:	[Coach] >>> TRAIN @Epoch: 643  >>>  || LOSS Avg: 0.07836
2023-09-22 01:58:36,718:	[Coach] >>> VALID @Epoch: 643  >>> 
2023-09-22 01:58:36,718:	[Coach] >>> TEST  @Epoch: 643  >>> 
2023-09-22 01:58:47,242:	[Wall TIME] >>> ChiefCoach.train takes 10.523802 seconds ...
2023-09-22 01:58:47,268:	[Coach] >>> TRAIN @Epoch: 644  >>>  || LOSS Avg: 0.07875
2023-09-22 01:58:47,268:	[Coach] >>> VALID @Epoch: 644  >>> 
2023-09-22 01:58:47,268:	[Coach] >>> TEST  @Epoch: 644  >>> 
2023-09-22 01:58:56,979:	[Wall TIME] >>> ChiefCoach.train takes 9.710434 seconds ...
2023-09-22 01:58:59,196:	[Wall TIME] >>> ChiefCoach.valid takes 2.192822 seconds ...
2023-09-22 01:58:59,197:	[Coach] >>> TRAIN @Epoch: 645  >>>  || LOSS Avg: 0.07820
2023-09-22 01:58:59,197:	[Coach] >>> VALID @Epoch: 645  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0550 || HITRATE@10 Avg: 0.0957 || NDCG@5 Avg: 0.0347 || NDCG@10 Avg: 0.0476
2023-09-22 01:58:59,197:	[Coach] >>> TEST  @Epoch: 645  >>> 
2023-09-22 01:59:08,948:	[Wall TIME] >>> ChiefCoach.train takes 9.751377 seconds ...
2023-09-22 01:59:08,974:	[Coach] >>> TRAIN @Epoch: 646  >>>  || LOSS Avg: 0.07836
2023-09-22 01:59:08,975:	[Coach] >>> VALID @Epoch: 646  >>> 
2023-09-22 01:59:08,975:	[Coach] >>> TEST  @Epoch: 646  >>> 
2023-09-22 01:59:18,523:	[Wall TIME] >>> ChiefCoach.train takes 9.548574 seconds ...
2023-09-22 01:59:18,561:	[Coach] >>> TRAIN @Epoch: 647  >>>  || LOSS Avg: 0.07832
2023-09-22 01:59:18,561:	[Coach] >>> VALID @Epoch: 647  >>> 
2023-09-22 01:59:18,561:	[Coach] >>> TEST  @Epoch: 647  >>> 
2023-09-22 01:59:29,066:	[Wall TIME] >>> ChiefCoach.train takes 10.504228 seconds ...
2023-09-22 01:59:29,092:	[Coach] >>> TRAIN @Epoch: 648  >>>  || LOSS Avg: 0.07826
2023-09-22 01:59:29,092:	[Coach] >>> VALID @Epoch: 648  >>> 
2023-09-22 01:59:29,092:	[Coach] >>> TEST  @Epoch: 648  >>> 
2023-09-22 01:59:39,600:	[Wall TIME] >>> ChiefCoach.train takes 10.507775 seconds ...
2023-09-22 01:59:39,624:	[Coach] >>> TRAIN @Epoch: 649  >>>  || LOSS Avg: 0.07860
2023-09-22 01:59:39,625:	[Coach] >>> VALID @Epoch: 649  >>> 
2023-09-22 01:59:39,625:	[Coach] >>> TEST  @Epoch: 649  >>> 
2023-09-22 01:59:49,771:	[Wall TIME] >>> ChiefCoach.train takes 10.146472 seconds ...
2023-09-22 01:59:51,994:	[Wall TIME] >>> ChiefCoach.valid takes 2.200063 seconds ...
2023-09-22 01:59:51,995:	[Coach] >>> TRAIN @Epoch: 650  >>>  || LOSS Avg: 0.07808
2023-09-22 01:59:51,995:	[Coach] >>> VALID @Epoch: 650  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0531 || HITRATE@10 Avg: 0.0924 || NDCG@5 Avg: 0.0337 || NDCG@10 Avg: 0.0462
2023-09-22 01:59:51,995:	[Coach] >>> TEST  @Epoch: 650  >>> 
2023-09-22 02:00:03,469:	[Wall TIME] >>> ChiefCoach.train takes 11.473734 seconds ...
2023-09-22 02:00:03,495:	[Coach] >>> TRAIN @Epoch: 651  >>>  || LOSS Avg: 0.07860
2023-09-22 02:00:03,495:	[Coach] >>> VALID @Epoch: 651  >>> 
2023-09-22 02:00:03,495:	[Coach] >>> TEST  @Epoch: 651  >>> 
2023-09-22 02:00:13,845:	[Wall TIME] >>> ChiefCoach.train takes 10.349676 seconds ...
2023-09-22 02:00:13,871:	[Coach] >>> TRAIN @Epoch: 652  >>>  || LOSS Avg: 0.07814
2023-09-22 02:00:13,871:	[Coach] >>> VALID @Epoch: 652  >>> 
2023-09-22 02:00:13,871:	[Coach] >>> TEST  @Epoch: 652  >>> 
2023-09-22 02:00:23,791:	[Wall TIME] >>> ChiefCoach.train takes 9.918991 seconds ...
2023-09-22 02:00:23,817:	[Coach] >>> TRAIN @Epoch: 653  >>>  || LOSS Avg: 0.07790
2023-09-22 02:00:23,817:	[Coach] >>> VALID @Epoch: 653  >>> 
2023-09-22 02:00:23,817:	[Coach] >>> TEST  @Epoch: 653  >>> 
2023-09-22 02:00:34,247:	[Wall TIME] >>> ChiefCoach.train takes 10.429843 seconds ...
2023-09-22 02:00:34,284:	[Coach] >>> TRAIN @Epoch: 654  >>>  || LOSS Avg: 0.07834
2023-09-22 02:00:34,285:	[Coach] >>> VALID @Epoch: 654  >>> 
2023-09-22 02:00:34,285:	[Coach] >>> TEST  @Epoch: 654  >>> 
2023-09-22 02:00:44,167:	[Wall TIME] >>> ChiefCoach.train takes 9.882318 seconds ...
2023-09-22 02:00:46,436:	[Wall TIME] >>> ChiefCoach.valid takes 2.243451 seconds ...
2023-09-22 02:00:46,437:	[Coach] >>> TRAIN @Epoch: 655  >>>  || LOSS Avg: 0.07821
2023-09-22 02:00:46,437:	[Coach] >>> VALID @Epoch: 655  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0553 || HITRATE@10 Avg: 0.0934 || NDCG@5 Avg: 0.0346 || NDCG@10 Avg: 0.0467
2023-09-22 02:00:46,437:	[Coach] >>> TEST  @Epoch: 655  >>> 
2023-09-22 02:00:57,188:	[Wall TIME] >>> ChiefCoach.train takes 10.751444 seconds ...
2023-09-22 02:00:57,215:	[Coach] >>> TRAIN @Epoch: 656  >>>  || LOSS Avg: 0.07852
2023-09-22 02:00:57,215:	[Coach] >>> VALID @Epoch: 656  >>> 
2023-09-22 02:00:57,215:	[Coach] >>> TEST  @Epoch: 656  >>> 
2023-09-22 02:01:08,194:	[Wall TIME] >>> ChiefCoach.train takes 10.978963 seconds ...
2023-09-22 02:01:08,218:	[Coach] >>> TRAIN @Epoch: 657  >>>  || LOSS Avg: 0.07841
2023-09-22 02:01:08,218:	[Coach] >>> VALID @Epoch: 657  >>> 
2023-09-22 02:01:08,218:	[Coach] >>> TEST  @Epoch: 657  >>> 
2023-09-22 02:01:18,252:	[Wall TIME] >>> ChiefCoach.train takes 10.033262 seconds ...
2023-09-22 02:01:18,278:	[Coach] >>> TRAIN @Epoch: 658  >>>  || LOSS Avg: 0.07846
2023-09-22 02:01:18,278:	[Coach] >>> VALID @Epoch: 658  >>> 
2023-09-22 02:01:18,278:	[Coach] >>> TEST  @Epoch: 658  >>> 
2023-09-22 02:01:29,172:	[Wall TIME] >>> ChiefCoach.train takes 10.893771 seconds ...
2023-09-22 02:01:29,208:	[Coach] >>> TRAIN @Epoch: 659  >>>  || LOSS Avg: 0.07838
2023-09-22 02:01:29,208:	[Coach] >>> VALID @Epoch: 659  >>> 
2023-09-22 02:01:29,208:	[Coach] >>> TEST  @Epoch: 659  >>> 
2023-09-22 02:01:38,885:	[Wall TIME] >>> ChiefCoach.train takes 9.676253 seconds ...
2023-09-22 02:01:41,011:	[Wall TIME] >>> ChiefCoach.valid takes 2.100482 seconds ...
2023-09-22 02:01:41,011:	[Coach] >>> TRAIN @Epoch: 660  >>>  || LOSS Avg: 0.07870
2023-09-22 02:01:41,012:	[Coach] >>> VALID @Epoch: 660  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0548 || HITRATE@10 Avg: 0.0925 || NDCG@5 Avg: 0.0346 || NDCG@10 Avg: 0.0466
2023-09-22 02:01:41,012:	[Coach] >>> TEST  @Epoch: 660  >>> 
2023-09-22 02:01:51,159:	[Wall TIME] >>> ChiefCoach.train takes 10.147124 seconds ...
2023-09-22 02:01:51,191:	[Coach] >>> TRAIN @Epoch: 661  >>>  || LOSS Avg: 0.07852
2023-09-22 02:01:51,191:	[Coach] >>> VALID @Epoch: 661  >>> 
2023-09-22 02:01:51,191:	[Coach] >>> TEST  @Epoch: 661  >>> 
2023-09-22 02:02:01,764:	[Wall TIME] >>> ChiefCoach.train takes 10.572691 seconds ...
2023-09-22 02:02:01,788:	[Coach] >>> TRAIN @Epoch: 662  >>>  || LOSS Avg: 0.07878
2023-09-22 02:02:01,788:	[Coach] >>> VALID @Epoch: 662  >>> 
2023-09-22 02:02:01,788:	[Coach] >>> TEST  @Epoch: 662  >>> 
2023-09-22 02:02:11,527:	[Wall TIME] >>> ChiefCoach.train takes 9.739180 seconds ...
2023-09-22 02:02:11,558:	[Coach] >>> TRAIN @Epoch: 663  >>>  || LOSS Avg: 0.07860
2023-09-22 02:02:11,558:	[Coach] >>> VALID @Epoch: 663  >>> 
2023-09-22 02:02:11,558:	[Coach] >>> TEST  @Epoch: 663  >>> 
2023-09-22 02:02:21,237:	[Wall TIME] >>> ChiefCoach.train takes 9.678034 seconds ...
2023-09-22 02:02:21,262:	[Coach] >>> TRAIN @Epoch: 664  >>>  || LOSS Avg: 0.07842
2023-09-22 02:02:21,262:	[Coach] >>> VALID @Epoch: 664  >>> 
2023-09-22 02:02:21,262:	[Coach] >>> TEST  @Epoch: 664  >>> 
2023-09-22 02:02:30,992:	[Wall TIME] >>> ChiefCoach.train takes 9.730450 seconds ...
2023-09-22 02:02:33,185:	[Wall TIME] >>> ChiefCoach.valid takes 2.168390 seconds ...
2023-09-22 02:02:33,185:	[Coach] >>> TRAIN @Epoch: 665  >>>  || LOSS Avg: 0.07823
2023-09-22 02:02:33,185:	[Coach] >>> VALID @Epoch: 665  >>>  || HITRATE@1 Avg: 0.0134 || HITRATE@5 Avg: 0.0571 || HITRATE@10 Avg: 0.0930 || NDCG@5 Avg: 0.0348 || NDCG@10 Avg: 0.0462
2023-09-22 02:02:33,185:	[Coach] >>> TEST  @Epoch: 665  >>> 
2023-09-22 02:02:44,444:	[Wall TIME] >>> ChiefCoach.train takes 11.257952 seconds ...
2023-09-22 02:02:44,479:	[Coach] >>> TRAIN @Epoch: 666  >>>  || LOSS Avg: 0.07799
2023-09-22 02:02:44,479:	[Coach] >>> VALID @Epoch: 666  >>> 
2023-09-22 02:02:44,479:	[Coach] >>> TEST  @Epoch: 666  >>> 
2023-09-22 02:02:55,431:	[Wall TIME] >>> ChiefCoach.train takes 10.951705 seconds ...
2023-09-22 02:02:55,457:	[Coach] >>> TRAIN @Epoch: 667  >>>  || LOSS Avg: 0.07827
2023-09-22 02:02:55,457:	[Coach] >>> VALID @Epoch: 667  >>> 
2023-09-22 02:02:55,457:	[Coach] >>> TEST  @Epoch: 667  >>> 
2023-09-22 02:03:06,674:	[Wall TIME] >>> ChiefCoach.train takes 11.216551 seconds ...
2023-09-22 02:03:06,699:	[Coach] >>> TRAIN @Epoch: 668  >>>  || LOSS Avg: 0.07835
2023-09-22 02:03:06,700:	[Coach] >>> VALID @Epoch: 668  >>> 
2023-09-22 02:03:06,700:	[Coach] >>> TEST  @Epoch: 668  >>> 
2023-09-22 02:03:17,535:	[Wall TIME] >>> ChiefCoach.train takes 10.834890 seconds ...
2023-09-22 02:03:17,559:	[Coach] >>> TRAIN @Epoch: 669  >>>  || LOSS Avg: 0.07821
2023-09-22 02:03:17,560:	[Coach] >>> VALID @Epoch: 669  >>> 
2023-09-22 02:03:17,560:	[Coach] >>> TEST  @Epoch: 669  >>> 
2023-09-22 02:03:27,811:	[Wall TIME] >>> ChiefCoach.train takes 10.251537 seconds ...
2023-09-22 02:03:29,964:	[Wall TIME] >>> ChiefCoach.valid takes 2.122868 seconds ...
2023-09-22 02:03:29,964:	[Coach] >>> TRAIN @Epoch: 670  >>>  || LOSS Avg: 0.07834
2023-09-22 02:03:29,964:	[Coach] >>> VALID @Epoch: 670  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0541 || HITRATE@10 Avg: 0.0935 || NDCG@5 Avg: 0.0339 || NDCG@10 Avg: 0.0466
2023-09-22 02:03:29,964:	[Coach] >>> TEST  @Epoch: 670  >>> 
2023-09-22 02:03:40,451:	[Wall TIME] >>> ChiefCoach.train takes 10.486963 seconds ...
2023-09-22 02:03:40,481:	[Coach] >>> TRAIN @Epoch: 671  >>>  || LOSS Avg: 0.07847
2023-09-22 02:03:40,481:	[Coach] >>> VALID @Epoch: 671  >>> 
2023-09-22 02:03:40,481:	[Coach] >>> TEST  @Epoch: 671  >>> 
2023-09-22 02:03:50,934:	[Wall TIME] >>> ChiefCoach.train takes 10.452645 seconds ...
2023-09-22 02:03:50,958:	[Coach] >>> TRAIN @Epoch: 672  >>>  || LOSS Avg: 0.07810
2023-09-22 02:03:50,958:	[Coach] >>> VALID @Epoch: 672  >>> 
2023-09-22 02:03:50,959:	[Coach] >>> TEST  @Epoch: 672  >>> 
2023-09-22 02:04:01,147:	[Wall TIME] >>> ChiefCoach.train takes 10.188102 seconds ...
2023-09-22 02:04:01,172:	[Coach] >>> TRAIN @Epoch: 673  >>>  || LOSS Avg: 0.07794
2023-09-22 02:04:01,172:	[Coach] >>> VALID @Epoch: 673  >>> 
2023-09-22 02:04:01,172:	[Coach] >>> TEST  @Epoch: 673  >>> 
2023-09-22 02:04:11,181:	[Wall TIME] >>> ChiefCoach.train takes 10.008279 seconds ...
2023-09-22 02:04:11,205:	[Coach] >>> TRAIN @Epoch: 674  >>>  || LOSS Avg: 0.07851
2023-09-22 02:04:11,206:	[Coach] >>> VALID @Epoch: 674  >>> 
2023-09-22 02:04:11,206:	[Coach] >>> TEST  @Epoch: 674  >>> 
2023-09-22 02:04:21,115:	[Wall TIME] >>> ChiefCoach.train takes 9.909320 seconds ...
2023-09-22 02:04:23,324:	[Wall TIME] >>> ChiefCoach.valid takes 2.176938 seconds ...
2023-09-22 02:04:23,324:	[Coach] >>> TRAIN @Epoch: 675  >>>  || LOSS Avg: 0.07848
2023-09-22 02:04:23,325:	[Coach] >>> VALID @Epoch: 675  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0553 || HITRATE@10 Avg: 0.0912 || NDCG@5 Avg: 0.0347 || NDCG@10 Avg: 0.0463
2023-09-22 02:04:23,325:	[Coach] >>> TEST  @Epoch: 675  >>> 
2023-09-22 02:04:33,591:	[Wall TIME] >>> ChiefCoach.train takes 10.265988 seconds ...
2023-09-22 02:04:33,616:	[Coach] >>> TRAIN @Epoch: 676  >>>  || LOSS Avg: 0.07848
2023-09-22 02:04:33,616:	[Coach] >>> VALID @Epoch: 676  >>> 
2023-09-22 02:04:33,616:	[Coach] >>> TEST  @Epoch: 676  >>> 
2023-09-22 02:04:43,557:	[Wall TIME] >>> ChiefCoach.train takes 9.940704 seconds ...
2023-09-22 02:04:43,586:	[Coach] >>> TRAIN @Epoch: 677  >>>  || LOSS Avg: 0.07825
2023-09-22 02:04:43,586:	[Coach] >>> VALID @Epoch: 677  >>> 
2023-09-22 02:04:43,586:	[Coach] >>> TEST  @Epoch: 677  >>> 
2023-09-22 02:04:54,316:	[Wall TIME] >>> ChiefCoach.train takes 10.729746 seconds ...
2023-09-22 02:04:54,350:	[Coach] >>> TRAIN @Epoch: 678  >>>  || LOSS Avg: 0.07841
2023-09-22 02:04:54,350:	[Coach] >>> VALID @Epoch: 678  >>> 
2023-09-22 02:04:54,350:	[Coach] >>> TEST  @Epoch: 678  >>> 
2023-09-22 02:05:04,335:	[Wall TIME] >>> ChiefCoach.train takes 9.984945 seconds ...
2023-09-22 02:05:04,362:	[Coach] >>> TRAIN @Epoch: 679  >>>  || LOSS Avg: 0.07861
2023-09-22 02:05:04,362:	[Coach] >>> VALID @Epoch: 679  >>> 
2023-09-22 02:05:04,362:	[Coach] >>> TEST  @Epoch: 679  >>> 
2023-09-22 02:05:14,946:	[Wall TIME] >>> ChiefCoach.train takes 10.582976 seconds ...
2023-09-22 02:05:17,164:	[Wall TIME] >>> ChiefCoach.valid takes 2.192828 seconds ...
2023-09-22 02:05:17,164:	[Coach] >>> TRAIN @Epoch: 680  >>>  || LOSS Avg: 0.07830
2023-09-22 02:05:17,164:	[Coach] >>> VALID @Epoch: 680  >>>  || HITRATE@1 Avg: 0.0136 || HITRATE@5 Avg: 0.0550 || HITRATE@10 Avg: 0.0909 || NDCG@5 Avg: 0.0342 || NDCG@10 Avg: 0.0459
2023-09-22 02:05:17,164:	[Coach] >>> TEST  @Epoch: 680  >>> 
2023-09-22 02:05:27,493:	[Wall TIME] >>> ChiefCoach.train takes 10.328062 seconds ...
2023-09-22 02:05:27,519:	[Coach] >>> TRAIN @Epoch: 681  >>>  || LOSS Avg: 0.07908
2023-09-22 02:05:27,519:	[Coach] >>> VALID @Epoch: 681  >>> 
2023-09-22 02:05:27,519:	[Coach] >>> TEST  @Epoch: 681  >>> 
2023-09-22 02:05:38,138:	[Wall TIME] >>> ChiefCoach.train takes 10.619001 seconds ...
2023-09-22 02:05:38,163:	[Coach] >>> TRAIN @Epoch: 682  >>>  || LOSS Avg: 0.07810
2023-09-22 02:05:38,163:	[Coach] >>> VALID @Epoch: 682  >>> 
2023-09-22 02:05:38,163:	[Coach] >>> TEST  @Epoch: 682  >>> 
2023-09-22 02:05:48,667:	[Wall TIME] >>> ChiefCoach.train takes 10.503520 seconds ...
2023-09-22 02:05:48,692:	[Coach] >>> TRAIN @Epoch: 683  >>>  || LOSS Avg: 0.07824
2023-09-22 02:05:48,692:	[Coach] >>> VALID @Epoch: 683  >>> 
2023-09-22 02:05:48,692:	[Coach] >>> TEST  @Epoch: 683  >>> 
2023-09-22 02:05:58,173:	[Wall TIME] >>> ChiefCoach.train takes 9.481062 seconds ...
2023-09-22 02:05:58,198:	[Coach] >>> TRAIN @Epoch: 684  >>>  || LOSS Avg: 0.07835
2023-09-22 02:05:58,198:	[Coach] >>> VALID @Epoch: 684  >>> 
2023-09-22 02:05:58,198:	[Coach] >>> TEST  @Epoch: 684  >>> 
2023-09-22 02:06:08,557:	[Wall TIME] >>> ChiefCoach.train takes 10.358756 seconds ...
2023-09-22 02:06:10,783:	[Wall TIME] >>> ChiefCoach.valid takes 2.202023 seconds ...
2023-09-22 02:06:10,784:	[Coach] >>> TRAIN @Epoch: 685  >>>  || LOSS Avg: 0.07814
2023-09-22 02:06:10,784:	[Coach] >>> VALID @Epoch: 685  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0546 || HITRATE@10 Avg: 0.0927 || NDCG@5 Avg: 0.0349 || NDCG@10 Avg: 0.0472
2023-09-22 02:06:10,784:	[Coach] >>> TEST  @Epoch: 685  >>> 
2023-09-22 02:06:20,521:	[Wall TIME] >>> ChiefCoach.train takes 9.736750 seconds ...
2023-09-22 02:06:20,547:	[Coach] >>> TRAIN @Epoch: 686  >>>  || LOSS Avg: 0.07862
2023-09-22 02:06:20,547:	[Coach] >>> VALID @Epoch: 686  >>> 
2023-09-22 02:06:20,547:	[Coach] >>> TEST  @Epoch: 686  >>> 
2023-09-22 02:06:30,612:	[Wall TIME] >>> ChiefCoach.train takes 10.064698 seconds ...
2023-09-22 02:06:30,638:	[Coach] >>> TRAIN @Epoch: 687  >>>  || LOSS Avg: 0.07845
2023-09-22 02:06:30,638:	[Coach] >>> VALID @Epoch: 687  >>> 
2023-09-22 02:06:30,638:	[Coach] >>> TEST  @Epoch: 687  >>> 
2023-09-22 02:06:40,981:	[Wall TIME] >>> ChiefCoach.train takes 10.342203 seconds ...
2023-09-22 02:06:41,007:	[Coach] >>> TRAIN @Epoch: 688  >>>  || LOSS Avg: 0.07839
2023-09-22 02:06:41,007:	[Coach] >>> VALID @Epoch: 688  >>> 
2023-09-22 02:06:41,193:	[Coach] >>> TEST  @Epoch: 688  >>> 
2023-09-22 02:06:50,847:	[Wall TIME] >>> ChiefCoach.train takes 9.653084 seconds ...
2023-09-22 02:06:50,884:	[Coach] >>> TRAIN @Epoch: 689  >>>  || LOSS Avg: 0.07846
2023-09-22 02:06:50,884:	[Coach] >>> VALID @Epoch: 689  >>> 
2023-09-22 02:06:50,885:	[Coach] >>> TEST  @Epoch: 689  >>> 
2023-09-22 02:07:00,854:	[Wall TIME] >>> ChiefCoach.train takes 9.968899 seconds ...
2023-09-22 02:07:03,093:	[Wall TIME] >>> ChiefCoach.valid takes 2.205636 seconds ...
2023-09-22 02:07:03,094:	[Coach] >>> TRAIN @Epoch: 690  >>>  || LOSS Avg: 0.07835
2023-09-22 02:07:03,094:	[Coach] >>> VALID @Epoch: 690  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0531 || HITRATE@10 Avg: 0.0955 || NDCG@5 Avg: 0.0338 || NDCG@10 Avg: 0.0474
2023-09-22 02:07:03,094:	[Coach] >>> TEST  @Epoch: 690  >>> 
2023-09-22 02:07:14,314:	[Wall TIME] >>> ChiefCoach.train takes 11.219928 seconds ...
2023-09-22 02:07:14,338:	[Coach] >>> TRAIN @Epoch: 691  >>>  || LOSS Avg: 0.07823
2023-09-22 02:07:14,339:	[Coach] >>> VALID @Epoch: 691  >>> 
2023-09-22 02:07:14,339:	[Coach] >>> TEST  @Epoch: 691  >>> 
2023-09-22 02:07:24,333:	[Wall TIME] >>> ChiefCoach.train takes 9.994075 seconds ...
2023-09-22 02:07:24,361:	[Coach] >>> TRAIN @Epoch: 692  >>>  || LOSS Avg: 0.07845
2023-09-22 02:07:24,361:	[Coach] >>> VALID @Epoch: 692  >>> 
2023-09-22 02:07:24,361:	[Coach] >>> TEST  @Epoch: 692  >>> 
2023-09-22 02:07:34,566:	[Wall TIME] >>> ChiefCoach.train takes 10.204306 seconds ...
2023-09-22 02:07:34,590:	[Coach] >>> TRAIN @Epoch: 693  >>>  || LOSS Avg: 0.07842
2023-09-22 02:07:34,591:	[Coach] >>> VALID @Epoch: 693  >>> 
2023-09-22 02:07:34,591:	[Coach] >>> TEST  @Epoch: 693  >>> 
2023-09-22 02:07:44,881:	[Wall TIME] >>> ChiefCoach.train takes 10.289708 seconds ...
2023-09-22 02:07:44,911:	[Coach] >>> TRAIN @Epoch: 694  >>>  || LOSS Avg: 0.07864
2023-09-22 02:07:44,911:	[Coach] >>> VALID @Epoch: 694  >>> 
2023-09-22 02:07:44,911:	[Coach] >>> TEST  @Epoch: 694  >>> 
2023-09-22 02:07:55,153:	[Wall TIME] >>> ChiefCoach.train takes 10.241492 seconds ...
2023-09-22 02:07:57,418:	[Wall TIME] >>> ChiefCoach.valid takes 2.239156 seconds ...
2023-09-22 02:07:57,418:	[Coach] >>> TRAIN @Epoch: 695  >>>  || LOSS Avg: 0.07844
2023-09-22 02:07:57,419:	[Coach] >>> VALID @Epoch: 695  >>>  || HITRATE@1 Avg: 0.0136 || HITRATE@5 Avg: 0.0545 || HITRATE@10 Avg: 0.0957 || NDCG@5 Avg: 0.0341 || NDCG@10 Avg: 0.0473
2023-09-22 02:07:57,419:	[Coach] >>> TEST  @Epoch: 695  >>> 
2023-09-22 02:08:08,083:	[Wall TIME] >>> ChiefCoach.train takes 10.664004 seconds ...
2023-09-22 02:08:08,107:	[Coach] >>> TRAIN @Epoch: 696  >>>  || LOSS Avg: 0.07898
2023-09-22 02:08:08,108:	[Coach] >>> VALID @Epoch: 696  >>> 
2023-09-22 02:08:08,108:	[Coach] >>> TEST  @Epoch: 696  >>> 
2023-09-22 02:08:19,229:	[Wall TIME] >>> ChiefCoach.train takes 11.121244 seconds ...
2023-09-22 02:08:19,254:	[Coach] >>> TRAIN @Epoch: 697  >>>  || LOSS Avg: 0.07864
2023-09-22 02:08:19,254:	[Coach] >>> VALID @Epoch: 697  >>> 
2023-09-22 02:08:19,254:	[Coach] >>> TEST  @Epoch: 697  >>> 
2023-09-22 02:08:28,956:	[Wall TIME] >>> ChiefCoach.train takes 9.701505 seconds ...
2023-09-22 02:08:28,982:	[Coach] >>> TRAIN @Epoch: 698  >>>  || LOSS Avg: 0.07814
2023-09-22 02:08:28,982:	[Coach] >>> VALID @Epoch: 698  >>> 
2023-09-22 02:08:28,982:	[Coach] >>> TEST  @Epoch: 698  >>> 
2023-09-22 02:08:39,397:	[Wall TIME] >>> ChiefCoach.train takes 10.414738 seconds ...
2023-09-22 02:08:39,423:	[Coach] >>> TRAIN @Epoch: 699  >>>  || LOSS Avg: 0.07823
2023-09-22 02:08:39,423:	[Coach] >>> VALID @Epoch: 699  >>> 
2023-09-22 02:08:39,424:	[Coach] >>> TEST  @Epoch: 699  >>> 
2023-09-22 02:08:49,574:	[Wall TIME] >>> ChiefCoach.train takes 10.150189 seconds ...
2023-09-22 02:08:51,787:	[Wall TIME] >>> ChiefCoach.valid takes 2.188052 seconds ...
2023-09-22 02:08:51,787:	[Coach] >>> TRAIN @Epoch: 700  >>>  || LOSS Avg: 0.07890
2023-09-22 02:08:51,787:	[Coach] >>> VALID @Epoch: 700  >>>  || HITRATE@1 Avg: 0.0136 || HITRATE@5 Avg: 0.0546 || HITRATE@10 Avg: 0.0965 || NDCG@5 Avg: 0.0342 || NDCG@10 Avg: 0.0475
2023-09-22 02:08:51,787:	[Coach] >>> TEST  @Epoch: 700  >>> 
2023-09-22 02:09:01,550:	[Wall TIME] >>> ChiefCoach.train takes 9.762192 seconds ...
2023-09-22 02:09:01,576:	[Coach] >>> TRAIN @Epoch: 701  >>>  || LOSS Avg: 0.07824
2023-09-22 02:09:01,577:	[Coach] >>> VALID @Epoch: 701  >>> 
2023-09-22 02:09:01,577:	[Coach] >>> TEST  @Epoch: 701  >>> 
2023-09-22 02:09:11,638:	[Wall TIME] >>> ChiefCoach.train takes 10.061686 seconds ...
2023-09-22 02:09:11,663:	[Coach] >>> TRAIN @Epoch: 702  >>>  || LOSS Avg: 0.07861
2023-09-22 02:09:11,663:	[Coach] >>> VALID @Epoch: 702  >>> 
2023-09-22 02:09:11,663:	[Coach] >>> TEST  @Epoch: 702  >>> 
2023-09-22 02:09:21,473:	[Wall TIME] >>> ChiefCoach.train takes 9.810188 seconds ...
2023-09-22 02:09:21,499:	[Coach] >>> TRAIN @Epoch: 703  >>>  || LOSS Avg: 0.07892
2023-09-22 02:09:21,500:	[Coach] >>> VALID @Epoch: 703  >>> 
2023-09-22 02:09:21,500:	[Coach] >>> TEST  @Epoch: 703  >>> 
2023-09-22 02:09:31,044:	[Wall TIME] >>> ChiefCoach.train takes 9.543934 seconds ...
2023-09-22 02:09:31,070:	[Coach] >>> TRAIN @Epoch: 704  >>>  || LOSS Avg: 0.07833
2023-09-22 02:09:31,070:	[Coach] >>> VALID @Epoch: 704  >>> 
2023-09-22 02:09:31,070:	[Coach] >>> TEST  @Epoch: 704  >>> 
2023-09-22 02:09:42,211:	[Wall TIME] >>> ChiefCoach.train takes 11.141054 seconds ...
2023-09-22 02:09:44,464:	[Wall TIME] >>> ChiefCoach.valid takes 2.228042 seconds ...
2023-09-22 02:09:44,465:	[Coach] >>> TRAIN @Epoch: 705  >>>  || LOSS Avg: 0.07827
2023-09-22 02:09:44,465:	[Coach] >>> VALID @Epoch: 705  >>>  || HITRATE@1 Avg: 0.0129 || HITRATE@5 Avg: 0.0555 || HITRATE@10 Avg: 0.0977 || NDCG@5 Avg: 0.0343 || NDCG@10 Avg: 0.0478
2023-09-22 02:09:44,465:	[Coach] >>> TEST  @Epoch: 705  >>> 
2023-09-22 02:09:54,962:	[Wall TIME] >>> ChiefCoach.train takes 10.496943 seconds ...
2023-09-22 02:09:54,988:	[Coach] >>> TRAIN @Epoch: 706  >>>  || LOSS Avg: 0.07845
2023-09-22 02:09:54,988:	[Coach] >>> VALID @Epoch: 706  >>> 
2023-09-22 02:09:54,989:	[Coach] >>> TEST  @Epoch: 706  >>> 
2023-09-22 02:10:04,889:	[Wall TIME] >>> ChiefCoach.train takes 9.899892 seconds ...
2023-09-22 02:10:04,912:	[Coach] >>> TRAIN @Epoch: 707  >>>  || LOSS Avg: 0.07839
2023-09-22 02:10:04,912:	[Coach] >>> VALID @Epoch: 707  >>> 
2023-09-22 02:10:04,912:	[Coach] >>> TEST  @Epoch: 707  >>> 
2023-09-22 02:10:14,678:	[Wall TIME] >>> ChiefCoach.train takes 9.766074 seconds ...
2023-09-22 02:10:14,703:	[Coach] >>> TRAIN @Epoch: 708  >>>  || LOSS Avg: 0.07836
2023-09-22 02:10:14,704:	[Coach] >>> VALID @Epoch: 708  >>> 
2023-09-22 02:10:14,704:	[Coach] >>> TEST  @Epoch: 708  >>> 
2023-09-22 02:10:25,121:	[Wall TIME] >>> ChiefCoach.train takes 10.417046 seconds ...
2023-09-22 02:10:25,150:	[Coach] >>> TRAIN @Epoch: 709  >>>  || LOSS Avg: 0.07858
2023-09-22 02:10:25,150:	[Coach] >>> VALID @Epoch: 709  >>> 
2023-09-22 02:10:25,150:	[Coach] >>> TEST  @Epoch: 709  >>> 
2023-09-22 02:10:35,240:	[Wall TIME] >>> ChiefCoach.train takes 10.089272 seconds ...
2023-09-22 02:10:37,563:	[Wall TIME] >>> ChiefCoach.valid takes 2.297842 seconds ...
2023-09-22 02:10:37,563:	[Coach] >>> Better ***NDCG@10*** of ***0.0486*** 
2023-09-22 02:10:37,569:	[Coach] >>> TRAIN @Epoch: 710  >>>  || LOSS Avg: 0.07847
2023-09-22 02:10:37,569:	[Coach] >>> VALID @Epoch: 710  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0560 || HITRATE@10 Avg: 0.0985 || NDCG@5 Avg: 0.0349 || NDCG@10 Avg: 0.0486
2023-09-22 02:10:37,569:	[Coach] >>> TEST  @Epoch: 710  >>> 
2023-09-22 02:10:48,219:	[Wall TIME] >>> ChiefCoach.train takes 10.649445 seconds ...
2023-09-22 02:10:48,247:	[Coach] >>> TRAIN @Epoch: 711  >>>  || LOSS Avg: 0.07841
2023-09-22 02:10:48,247:	[Coach] >>> VALID @Epoch: 711  >>> 
2023-09-22 02:10:48,247:	[Coach] >>> TEST  @Epoch: 711  >>> 
2023-09-22 02:10:57,799:	[Wall TIME] >>> ChiefCoach.train takes 9.551921 seconds ...
2023-09-22 02:10:57,824:	[Coach] >>> TRAIN @Epoch: 712  >>>  || LOSS Avg: 0.07869
2023-09-22 02:10:57,824:	[Coach] >>> VALID @Epoch: 712  >>> 
2023-09-22 02:10:57,824:	[Coach] >>> TEST  @Epoch: 712  >>> 
2023-09-22 02:11:08,050:	[Wall TIME] >>> ChiefCoach.train takes 10.225806 seconds ...
2023-09-22 02:11:08,076:	[Coach] >>> TRAIN @Epoch: 713  >>>  || LOSS Avg: 0.07838
2023-09-22 02:11:08,076:	[Coach] >>> VALID @Epoch: 713  >>> 
2023-09-22 02:11:08,076:	[Coach] >>> TEST  @Epoch: 713  >>> 
2023-09-22 02:11:18,694:	[Wall TIME] >>> ChiefCoach.train takes 10.617805 seconds ...
2023-09-22 02:11:18,720:	[Coach] >>> TRAIN @Epoch: 714  >>>  || LOSS Avg: 0.07816
2023-09-22 02:11:18,720:	[Coach] >>> VALID @Epoch: 714  >>> 
2023-09-22 02:11:18,720:	[Coach] >>> TEST  @Epoch: 714  >>> 
2023-09-22 02:11:28,466:	[Wall TIME] >>> ChiefCoach.train takes 9.746025 seconds ...
2023-09-22 02:11:30,651:	[Wall TIME] >>> ChiefCoach.valid takes 2.152912 seconds ...
2023-09-22 02:11:30,651:	[Coach] >>> TRAIN @Epoch: 715  >>>  || LOSS Avg: 0.07797
2023-09-22 02:11:30,651:	[Coach] >>> VALID @Epoch: 715  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0556 || HITRATE@10 Avg: 0.0959 || NDCG@5 Avg: 0.0351 || NDCG@10 Avg: 0.0480
2023-09-22 02:11:30,652:	[Coach] >>> TEST  @Epoch: 715  >>> 
2023-09-22 02:11:40,980:	[Wall TIME] >>> ChiefCoach.train takes 10.327797 seconds ...
2023-09-22 02:11:41,006:	[Coach] >>> TRAIN @Epoch: 716  >>>  || LOSS Avg: 0.07854
2023-09-22 02:11:41,006:	[Coach] >>> VALID @Epoch: 716  >>> 
2023-09-22 02:11:41,007:	[Coach] >>> TEST  @Epoch: 716  >>> 
2023-09-22 02:11:51,014:	[Wall TIME] >>> ChiefCoach.train takes 10.007567 seconds ...
2023-09-22 02:11:51,039:	[Coach] >>> TRAIN @Epoch: 717  >>>  || LOSS Avg: 0.07862
2023-09-22 02:11:51,039:	[Coach] >>> VALID @Epoch: 717  >>> 
2023-09-22 02:11:51,039:	[Coach] >>> TEST  @Epoch: 717  >>> 
2023-09-22 02:12:01,065:	[Wall TIME] >>> ChiefCoach.train takes 10.026041 seconds ...
2023-09-22 02:12:01,091:	[Coach] >>> TRAIN @Epoch: 718  >>>  || LOSS Avg: 0.07824
2023-09-22 02:12:01,091:	[Coach] >>> VALID @Epoch: 718  >>> 
2023-09-22 02:12:01,091:	[Coach] >>> TEST  @Epoch: 718  >>> 
2023-09-22 02:12:10,733:	[Wall TIME] >>> ChiefCoach.train takes 9.641456 seconds ...
2023-09-22 02:12:10,761:	[Coach] >>> TRAIN @Epoch: 719  >>>  || LOSS Avg: 0.07849
2023-09-22 02:12:10,761:	[Coach] >>> VALID @Epoch: 719  >>> 
2023-09-22 02:12:10,761:	[Coach] >>> TEST  @Epoch: 719  >>> 
2023-09-22 02:12:20,608:	[Wall TIME] >>> ChiefCoach.train takes 9.846987 seconds ...
2023-09-22 02:12:22,906:	[Wall TIME] >>> ChiefCoach.valid takes 2.271826 seconds ...
2023-09-22 02:12:22,907:	[Coach] >>> TRAIN @Epoch: 720  >>>  || LOSS Avg: 0.07815
2023-09-22 02:12:22,907:	[Coach] >>> VALID @Epoch: 720  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0560 || HITRATE@10 Avg: 0.0942 || NDCG@5 Avg: 0.0351 || NDCG@10 Avg: 0.0474
2023-09-22 02:12:22,907:	[Coach] >>> TEST  @Epoch: 720  >>> 
2023-09-22 02:12:32,554:	[Wall TIME] >>> ChiefCoach.train takes 9.645827 seconds ...
2023-09-22 02:12:32,578:	[Coach] >>> TRAIN @Epoch: 721  >>>  || LOSS Avg: 0.07835
2023-09-22 02:12:32,579:	[Coach] >>> VALID @Epoch: 721  >>> 
2023-09-22 02:12:32,579:	[Coach] >>> TEST  @Epoch: 721  >>> 
2023-09-22 02:12:42,047:	[Wall TIME] >>> ChiefCoach.train takes 9.468008 seconds ...
2023-09-22 02:12:42,073:	[Coach] >>> TRAIN @Epoch: 722  >>>  || LOSS Avg: 0.07820
2023-09-22 02:12:42,074:	[Coach] >>> VALID @Epoch: 722  >>> 
2023-09-22 02:12:42,074:	[Coach] >>> TEST  @Epoch: 722  >>> 
2023-09-22 02:12:51,512:	[Wall TIME] >>> ChiefCoach.train takes 9.438170 seconds ...
2023-09-22 02:12:51,540:	[Coach] >>> TRAIN @Epoch: 723  >>>  || LOSS Avg: 0.07804
2023-09-22 02:12:51,540:	[Coach] >>> VALID @Epoch: 723  >>> 
2023-09-22 02:12:51,540:	[Coach] >>> TEST  @Epoch: 723  >>> 
2023-09-22 02:13:02,037:	[Wall TIME] >>> ChiefCoach.train takes 10.496858 seconds ...
2023-09-22 02:13:02,076:	[Coach] >>> TRAIN @Epoch: 724  >>>  || LOSS Avg: 0.07844
2023-09-22 02:13:02,077:	[Coach] >>> VALID @Epoch: 724  >>> 
2023-09-22 02:13:02,077:	[Coach] >>> TEST  @Epoch: 724  >>> 
2023-09-22 02:13:12,237:	[Wall TIME] >>> ChiefCoach.train takes 10.159682 seconds ...
2023-09-22 02:13:14,605:	[Wall TIME] >>> ChiefCoach.valid takes 2.331016 seconds ...
2023-09-22 02:13:14,605:	[Coach] >>> TRAIN @Epoch: 725  >>>  || LOSS Avg: 0.07814
2023-09-22 02:13:14,605:	[Coach] >>> VALID @Epoch: 725  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0566 || HITRATE@10 Avg: 0.0945 || NDCG@5 Avg: 0.0350 || NDCG@10 Avg: 0.0471
2023-09-22 02:13:14,606:	[Coach] >>> TEST  @Epoch: 725  >>> 
2023-09-22 02:13:24,790:	[Wall TIME] >>> ChiefCoach.train takes 10.183786 seconds ...
2023-09-22 02:13:24,814:	[Coach] >>> TRAIN @Epoch: 726  >>>  || LOSS Avg: 0.07814
2023-09-22 02:13:24,814:	[Coach] >>> VALID @Epoch: 726  >>> 
2023-09-22 02:13:24,815:	[Coach] >>> TEST  @Epoch: 726  >>> 
2023-09-22 02:13:34,442:	[Wall TIME] >>> ChiefCoach.train takes 9.627363 seconds ...
2023-09-22 02:13:34,468:	[Coach] >>> TRAIN @Epoch: 727  >>>  || LOSS Avg: 0.07800
2023-09-22 02:13:34,468:	[Coach] >>> VALID @Epoch: 727  >>> 
2023-09-22 02:13:34,468:	[Coach] >>> TEST  @Epoch: 727  >>> 
2023-09-22 02:13:43,942:	[Wall TIME] >>> ChiefCoach.train takes 9.473637 seconds ...
2023-09-22 02:13:43,980:	[Coach] >>> TRAIN @Epoch: 728  >>>  || LOSS Avg: 0.07821
2023-09-22 02:13:43,980:	[Coach] >>> VALID @Epoch: 728  >>> 
2023-09-22 02:13:43,980:	[Coach] >>> TEST  @Epoch: 728  >>> 
2023-09-22 02:13:53,967:	[Wall TIME] >>> ChiefCoach.train takes 9.986499 seconds ...
2023-09-22 02:13:54,001:	[Coach] >>> TRAIN @Epoch: 729  >>>  || LOSS Avg: 0.07829
2023-09-22 02:13:54,001:	[Coach] >>> VALID @Epoch: 729  >>> 
2023-09-22 02:13:54,001:	[Coach] >>> TEST  @Epoch: 729  >>> 
2023-09-22 02:14:04,174:	[Wall TIME] >>> ChiefCoach.train takes 10.172432 seconds ...
2023-09-22 02:14:06,370:	[Wall TIME] >>> ChiefCoach.valid takes 2.172493 seconds ...
2023-09-22 02:14:06,370:	[Coach] >>> TRAIN @Epoch: 730  >>>  || LOSS Avg: 0.07818
2023-09-22 02:14:06,370:	[Coach] >>> VALID @Epoch: 730  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0565 || HITRATE@10 Avg: 0.0939 || NDCG@5 Avg: 0.0350 || NDCG@10 Avg: 0.0470
2023-09-22 02:14:06,370:	[Coach] >>> TEST  @Epoch: 730  >>> 
2023-09-22 02:14:16,326:	[Wall TIME] >>> ChiefCoach.train takes 9.955600 seconds ...
2023-09-22 02:14:16,352:	[Coach] >>> TRAIN @Epoch: 731  >>>  || LOSS Avg: 0.07842
2023-09-22 02:14:16,352:	[Coach] >>> VALID @Epoch: 731  >>> 
2023-09-22 02:14:16,352:	[Coach] >>> TEST  @Epoch: 731  >>> 
2023-09-22 02:14:27,503:	[Wall TIME] >>> ChiefCoach.train takes 11.150451 seconds ...
2023-09-22 02:14:27,526:	[Coach] >>> TRAIN @Epoch: 732  >>>  || LOSS Avg: 0.07850
2023-09-22 02:14:27,527:	[Coach] >>> VALID @Epoch: 732  >>> 
2023-09-22 02:14:27,527:	[Coach] >>> TEST  @Epoch: 732  >>> 
2023-09-22 02:14:37,248:	[Wall TIME] >>> ChiefCoach.train takes 9.721133 seconds ...
2023-09-22 02:14:37,273:	[Coach] >>> TRAIN @Epoch: 733  >>>  || LOSS Avg: 0.07865
2023-09-22 02:14:37,273:	[Coach] >>> VALID @Epoch: 733  >>> 
2023-09-22 02:14:37,273:	[Coach] >>> TEST  @Epoch: 733  >>> 
2023-09-22 02:14:47,829:	[Wall TIME] >>> ChiefCoach.train takes 10.556307 seconds ...
2023-09-22 02:14:47,854:	[Coach] >>> TRAIN @Epoch: 734  >>>  || LOSS Avg: 0.07778
2023-09-22 02:14:47,854:	[Coach] >>> VALID @Epoch: 734  >>> 
2023-09-22 02:14:47,855:	[Coach] >>> TEST  @Epoch: 734  >>> 
2023-09-22 02:14:58,236:	[Wall TIME] >>> ChiefCoach.train takes 10.381214 seconds ...
2023-09-22 02:15:00,416:	[Wall TIME] >>> ChiefCoach.valid takes 2.147522 seconds ...
2023-09-22 02:15:00,416:	[Coach] >>> TRAIN @Epoch: 735  >>>  || LOSS Avg: 0.07838
2023-09-22 02:15:00,417:	[Coach] >>> VALID @Epoch: 735  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0543 || HITRATE@10 Avg: 0.0965 || NDCG@5 Avg: 0.0345 || NDCG@10 Avg: 0.0480
2023-09-22 02:15:00,417:	[Coach] >>> TEST  @Epoch: 735  >>> 
2023-09-22 02:15:09,966:	[Wall TIME] >>> ChiefCoach.train takes 9.549494 seconds ...
2023-09-22 02:15:09,989:	[Coach] >>> TRAIN @Epoch: 736  >>>  || LOSS Avg: 0.07822
2023-09-22 02:15:09,990:	[Coach] >>> VALID @Epoch: 736  >>> 
2023-09-22 02:15:09,990:	[Coach] >>> TEST  @Epoch: 736  >>> 
2023-09-22 02:15:19,289:	[Wall TIME] >>> ChiefCoach.train takes 9.299530 seconds ...
2023-09-22 02:15:19,314:	[Coach] >>> TRAIN @Epoch: 737  >>>  || LOSS Avg: 0.07770
2023-09-22 02:15:19,314:	[Coach] >>> VALID @Epoch: 737  >>> 
2023-09-22 02:15:19,314:	[Coach] >>> TEST  @Epoch: 737  >>> 
2023-09-22 02:15:29,344:	[Wall TIME] >>> ChiefCoach.train takes 10.029947 seconds ...
2023-09-22 02:15:29,369:	[Coach] >>> TRAIN @Epoch: 738  >>>  || LOSS Avg: 0.07846
2023-09-22 02:15:29,369:	[Coach] >>> VALID @Epoch: 738  >>> 
2023-09-22 02:15:29,370:	[Coach] >>> TEST  @Epoch: 738  >>> 
2023-09-22 02:15:39,887:	[Wall TIME] >>> ChiefCoach.train takes 10.517330 seconds ...
2023-09-22 02:15:39,912:	[Coach] >>> TRAIN @Epoch: 739  >>>  || LOSS Avg: 0.07841
2023-09-22 02:15:39,912:	[Coach] >>> VALID @Epoch: 739  >>> 
2023-09-22 02:15:39,912:	[Coach] >>> TEST  @Epoch: 739  >>> 
2023-09-22 02:15:49,281:	[Wall TIME] >>> ChiefCoach.train takes 9.368236 seconds ...
2023-09-22 02:15:51,533:	[Wall TIME] >>> ChiefCoach.valid takes 2.216397 seconds ...
2023-09-22 02:15:51,533:	[Coach] >>> TRAIN @Epoch: 740  >>>  || LOSS Avg: 0.07824
2023-09-22 02:15:51,533:	[Coach] >>> VALID @Epoch: 740  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0551 || HITRATE@10 Avg: 0.0939 || NDCG@5 Avg: 0.0350 || NDCG@10 Avg: 0.0473
2023-09-22 02:15:51,533:	[Coach] >>> TEST  @Epoch: 740  >>> 
2023-09-22 02:16:01,530:	[Wall TIME] >>> ChiefCoach.train takes 9.996790 seconds ...
2023-09-22 02:16:01,560:	[Coach] >>> TRAIN @Epoch: 741  >>>  || LOSS Avg: 0.07843
2023-09-22 02:16:01,560:	[Coach] >>> VALID @Epoch: 741  >>> 
2023-09-22 02:16:01,560:	[Coach] >>> TEST  @Epoch: 741  >>> 
2023-09-22 02:16:11,465:	[Wall TIME] >>> ChiefCoach.train takes 9.904521 seconds ...
2023-09-22 02:16:11,488:	[Coach] >>> TRAIN @Epoch: 742  >>>  || LOSS Avg: 0.07815
2023-09-22 02:16:11,488:	[Coach] >>> VALID @Epoch: 742  >>> 
2023-09-22 02:16:11,488:	[Coach] >>> TEST  @Epoch: 742  >>> 
2023-09-22 02:16:21,626:	[Wall TIME] >>> ChiefCoach.train takes 10.137185 seconds ...
2023-09-22 02:16:21,660:	[Coach] >>> TRAIN @Epoch: 743  >>>  || LOSS Avg: 0.07827
2023-09-22 02:16:21,660:	[Coach] >>> VALID @Epoch: 743  >>> 
2023-09-22 02:16:21,660:	[Coach] >>> TEST  @Epoch: 743  >>> 
2023-09-22 02:16:31,786:	[Wall TIME] >>> ChiefCoach.train takes 10.126043 seconds ...
2023-09-22 02:16:31,821:	[Coach] >>> TRAIN @Epoch: 744  >>>  || LOSS Avg: 0.07839
2023-09-22 02:16:31,821:	[Coach] >>> VALID @Epoch: 744  >>> 
2023-09-22 02:16:31,821:	[Coach] >>> TEST  @Epoch: 744  >>> 
2023-09-22 02:16:41,385:	[Wall TIME] >>> ChiefCoach.train takes 9.564367 seconds ...
2023-09-22 02:16:43,679:	[Wall TIME] >>> ChiefCoach.valid takes 2.270509 seconds ...
2023-09-22 02:16:43,680:	[Coach] >>> TRAIN @Epoch: 745  >>>  || LOSS Avg: 0.07857
2023-09-22 02:16:43,680:	[Coach] >>> VALID @Epoch: 745  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0555 || HITRATE@10 Avg: 0.0950 || NDCG@5 Avg: 0.0345 || NDCG@10 Avg: 0.0472
2023-09-22 02:16:43,680:	[Coach] >>> TEST  @Epoch: 745  >>> 
2023-09-22 02:16:53,182:	[Wall TIME] >>> ChiefCoach.train takes 9.501714 seconds ...
2023-09-22 02:16:53,209:	[Coach] >>> TRAIN @Epoch: 746  >>>  || LOSS Avg: 0.07860
2023-09-22 02:16:53,209:	[Coach] >>> VALID @Epoch: 746  >>> 
2023-09-22 02:16:53,209:	[Coach] >>> TEST  @Epoch: 746  >>> 
2023-09-22 02:17:03,369:	[Wall TIME] >>> ChiefCoach.train takes 10.159578 seconds ...
2023-09-22 02:17:03,394:	[Coach] >>> TRAIN @Epoch: 747  >>>  || LOSS Avg: 0.07800
2023-09-22 02:17:03,394:	[Coach] >>> VALID @Epoch: 747  >>> 
2023-09-22 02:17:03,394:	[Coach] >>> TEST  @Epoch: 747  >>> 
2023-09-22 02:17:13,350:	[Wall TIME] >>> ChiefCoach.train takes 9.954994 seconds ...
2023-09-22 02:17:13,376:	[Coach] >>> TRAIN @Epoch: 748  >>>  || LOSS Avg: 0.07827
2023-09-22 02:17:13,377:	[Coach] >>> VALID @Epoch: 748  >>> 
2023-09-22 02:17:13,377:	[Coach] >>> TEST  @Epoch: 748  >>> 
2023-09-22 02:17:23,136:	[Wall TIME] >>> ChiefCoach.train takes 9.759537 seconds ...
2023-09-22 02:17:23,163:	[Coach] >>> TRAIN @Epoch: 749  >>>  || LOSS Avg: 0.07843
2023-09-22 02:17:23,163:	[Coach] >>> VALID @Epoch: 749  >>> 
2023-09-22 02:17:23,163:	[Coach] >>> TEST  @Epoch: 749  >>> 
2023-09-22 02:17:33,331:	[Wall TIME] >>> ChiefCoach.train takes 10.168168 seconds ...
2023-09-22 02:17:35,569:	[Wall TIME] >>> ChiefCoach.valid takes 2.212544 seconds ...
2023-09-22 02:17:35,569:	[Coach] >>> TRAIN @Epoch: 750  >>>  || LOSS Avg: 0.07844
2023-09-22 02:17:35,569:	[Coach] >>> VALID @Epoch: 750  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0573 || HITRATE@10 Avg: 0.0940 || NDCG@5 Avg: 0.0352 || NDCG@10 Avg: 0.0470
2023-09-22 02:17:35,569:	[Coach] >>> TEST  @Epoch: 750  >>> 
2023-09-22 02:17:45,795:	[Wall TIME] >>> ChiefCoach.train takes 10.225734 seconds ...
2023-09-22 02:17:45,821:	[Coach] >>> TRAIN @Epoch: 751  >>>  || LOSS Avg: 0.07828
2023-09-22 02:17:45,821:	[Coach] >>> VALID @Epoch: 751  >>> 
2023-09-22 02:17:45,821:	[Coach] >>> TEST  @Epoch: 751  >>> 
2023-09-22 02:17:56,242:	[Wall TIME] >>> ChiefCoach.train takes 10.420685 seconds ...
2023-09-22 02:17:56,268:	[Coach] >>> TRAIN @Epoch: 752  >>>  || LOSS Avg: 0.07797
2023-09-22 02:17:56,268:	[Coach] >>> VALID @Epoch: 752  >>> 
2023-09-22 02:17:56,268:	[Coach] >>> TEST  @Epoch: 752  >>> 
2023-09-22 02:18:06,698:	[Wall TIME] >>> ChiefCoach.train takes 10.430018 seconds ...
2023-09-22 02:18:06,723:	[Coach] >>> TRAIN @Epoch: 753  >>>  || LOSS Avg: 0.07831
2023-09-22 02:18:06,724:	[Coach] >>> VALID @Epoch: 753  >>> 
2023-09-22 02:18:06,724:	[Coach] >>> TEST  @Epoch: 753  >>> 
2023-09-22 02:18:16,949:	[Wall TIME] >>> ChiefCoach.train takes 10.225006 seconds ...
2023-09-22 02:18:16,974:	[Coach] >>> TRAIN @Epoch: 754  >>>  || LOSS Avg: 0.07847
2023-09-22 02:18:16,974:	[Coach] >>> VALID @Epoch: 754  >>> 
2023-09-22 02:18:16,975:	[Coach] >>> TEST  @Epoch: 754  >>> 
2023-09-22 02:18:27,122:	[Wall TIME] >>> ChiefCoach.train takes 10.147357 seconds ...
2023-09-22 02:18:29,312:	[Wall TIME] >>> ChiefCoach.valid takes 2.165975 seconds ...
2023-09-22 02:18:29,313:	[Coach] >>> TRAIN @Epoch: 755  >>>  || LOSS Avg: 0.07844
2023-09-22 02:18:29,313:	[Coach] >>> VALID @Epoch: 755  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0533 || HITRATE@10 Avg: 0.0954 || NDCG@5 Avg: 0.0337 || NDCG@10 Avg: 0.0472
2023-09-22 02:18:29,313:	[Coach] >>> TEST  @Epoch: 755  >>> 
2023-09-22 02:18:39,636:	[Wall TIME] >>> ChiefCoach.train takes 10.322687 seconds ...
2023-09-22 02:18:39,662:	[Coach] >>> TRAIN @Epoch: 756  >>>  || LOSS Avg: 0.07826
2023-09-22 02:18:39,662:	[Coach] >>> VALID @Epoch: 756  >>> 
2023-09-22 02:18:39,662:	[Coach] >>> TEST  @Epoch: 756  >>> 
2023-09-22 02:18:49,893:	[Wall TIME] >>> ChiefCoach.train takes 10.230771 seconds ...
2023-09-22 02:18:49,917:	[Coach] >>> TRAIN @Epoch: 757  >>>  || LOSS Avg: 0.07828
2023-09-22 02:18:49,918:	[Coach] >>> VALID @Epoch: 757  >>> 
2023-09-22 02:18:49,918:	[Coach] >>> TEST  @Epoch: 757  >>> 
2023-09-22 02:18:59,889:	[Wall TIME] >>> ChiefCoach.train takes 9.970750 seconds ...
2023-09-22 02:18:59,917:	[Coach] >>> TRAIN @Epoch: 758  >>>  || LOSS Avg: 0.07807
2023-09-22 02:18:59,917:	[Coach] >>> VALID @Epoch: 758  >>> 
2023-09-22 02:18:59,917:	[Coach] >>> TEST  @Epoch: 758  >>> 
2023-09-22 02:19:09,664:	[Wall TIME] >>> ChiefCoach.train takes 9.746430 seconds ...
2023-09-22 02:19:09,691:	[Coach] >>> TRAIN @Epoch: 759  >>>  || LOSS Avg: 0.07822
2023-09-22 02:19:09,691:	[Coach] >>> VALID @Epoch: 759  >>> 
2023-09-22 02:19:09,691:	[Coach] >>> TEST  @Epoch: 759  >>> 
2023-09-22 02:19:19,713:	[Wall TIME] >>> ChiefCoach.train takes 10.022017 seconds ...
2023-09-22 02:19:21,939:	[Wall TIME] >>> ChiefCoach.valid takes 2.201070 seconds ...
2023-09-22 02:19:21,940:	[Coach] >>> TRAIN @Epoch: 760  >>>  || LOSS Avg: 0.07844
2023-09-22 02:19:21,940:	[Coach] >>> VALID @Epoch: 760  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0538 || HITRATE@10 Avg: 0.0937 || NDCG@5 Avg: 0.0338 || NDCG@10 Avg: 0.0464
2023-09-22 02:19:21,940:	[Coach] >>> TEST  @Epoch: 760  >>> 
2023-09-22 02:19:32,518:	[Wall TIME] >>> ChiefCoach.train takes 10.577890 seconds ...
2023-09-22 02:19:32,548:	[Coach] >>> TRAIN @Epoch: 761  >>>  || LOSS Avg: 0.07843
2023-09-22 02:19:32,548:	[Coach] >>> VALID @Epoch: 761  >>> 
2023-09-22 02:19:32,549:	[Coach] >>> TEST  @Epoch: 761  >>> 
2023-09-22 02:19:42,615:	[Wall TIME] >>> ChiefCoach.train takes 10.065757 seconds ...
2023-09-22 02:19:42,643:	[Coach] >>> TRAIN @Epoch: 762  >>>  || LOSS Avg: 0.07875
2023-09-22 02:19:42,644:	[Coach] >>> VALID @Epoch: 762  >>> 
2023-09-22 02:19:42,644:	[Coach] >>> TEST  @Epoch: 762  >>> 
2023-09-22 02:19:53,201:	[Wall TIME] >>> ChiefCoach.train takes 10.557460 seconds ...
2023-09-22 02:19:53,227:	[Coach] >>> TRAIN @Epoch: 763  >>>  || LOSS Avg: 0.07811
2023-09-22 02:19:53,227:	[Coach] >>> VALID @Epoch: 763  >>> 
2023-09-22 02:19:53,227:	[Coach] >>> TEST  @Epoch: 763  >>> 
2023-09-22 02:20:04,067:	[Wall TIME] >>> ChiefCoach.train takes 10.839124 seconds ...
2023-09-22 02:20:04,093:	[Coach] >>> TRAIN @Epoch: 764  >>>  || LOSS Avg: 0.07828
2023-09-22 02:20:04,093:	[Coach] >>> VALID @Epoch: 764  >>> 
2023-09-22 02:20:04,093:	[Coach] >>> TEST  @Epoch: 764  >>> 
2023-09-22 02:20:15,254:	[Wall TIME] >>> ChiefCoach.train takes 11.160661 seconds ...
2023-09-22 02:20:17,500:	[Wall TIME] >>> ChiefCoach.valid takes 2.218423 seconds ...
2023-09-22 02:20:17,500:	[Coach] >>> TRAIN @Epoch: 765  >>>  || LOSS Avg: 0.07815
2023-09-22 02:20:17,501:	[Coach] >>> VALID @Epoch: 765  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0538 || HITRATE@10 Avg: 0.0929 || NDCG@5 Avg: 0.0341 || NDCG@10 Avg: 0.0466
2023-09-22 02:20:17,501:	[Coach] >>> TEST  @Epoch: 765  >>> 
2023-09-22 02:20:28,147:	[Wall TIME] >>> ChiefCoach.train takes 10.645855 seconds ...
2023-09-22 02:20:28,173:	[Coach] >>> TRAIN @Epoch: 766  >>>  || LOSS Avg: 0.07869
2023-09-22 02:20:28,173:	[Coach] >>> VALID @Epoch: 766  >>> 
2023-09-22 02:20:28,173:	[Coach] >>> TEST  @Epoch: 766  >>> 
2023-09-22 02:20:39,035:	[Wall TIME] >>> ChiefCoach.train takes 10.861363 seconds ...
2023-09-22 02:20:39,064:	[Coach] >>> TRAIN @Epoch: 767  >>>  || LOSS Avg: 0.07806
2023-09-22 02:20:39,065:	[Coach] >>> VALID @Epoch: 767  >>> 
2023-09-22 02:20:39,065:	[Coach] >>> TEST  @Epoch: 767  >>> 
2023-09-22 02:20:49,217:	[Wall TIME] >>> ChiefCoach.train takes 10.151838 seconds ...
2023-09-22 02:20:49,244:	[Coach] >>> TRAIN @Epoch: 768  >>>  || LOSS Avg: 0.07821
2023-09-22 02:20:49,244:	[Coach] >>> VALID @Epoch: 768  >>> 
2023-09-22 02:20:49,244:	[Coach] >>> TEST  @Epoch: 768  >>> 
2023-09-22 02:20:59,898:	[Wall TIME] >>> ChiefCoach.train takes 10.653615 seconds ...
2023-09-22 02:20:59,923:	[Coach] >>> TRAIN @Epoch: 769  >>>  || LOSS Avg: 0.07839
2023-09-22 02:20:59,923:	[Coach] >>> VALID @Epoch: 769  >>> 
2023-09-22 02:20:59,923:	[Coach] >>> TEST  @Epoch: 769  >>> 
2023-09-22 02:21:09,357:	[Wall TIME] >>> ChiefCoach.train takes 9.433381 seconds ...
2023-09-22 02:21:11,574:	[Wall TIME] >>> ChiefCoach.valid takes 2.187086 seconds ...
2023-09-22 02:21:11,574:	[Coach] >>> TRAIN @Epoch: 770  >>>  || LOSS Avg: 0.07800
2023-09-22 02:21:11,574:	[Coach] >>> VALID @Epoch: 770  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0566 || HITRATE@10 Avg: 0.0947 || NDCG@5 Avg: 0.0354 || NDCG@10 Avg: 0.0475
2023-09-22 02:21:11,574:	[Coach] >>> TEST  @Epoch: 770  >>> 
2023-09-22 02:21:21,895:	[Wall TIME] >>> ChiefCoach.train takes 10.320053 seconds ...
2023-09-22 02:21:21,920:	[Coach] >>> TRAIN @Epoch: 771  >>>  || LOSS Avg: 0.07801
2023-09-22 02:21:21,920:	[Coach] >>> VALID @Epoch: 771  >>> 
2023-09-22 02:21:21,920:	[Coach] >>> TEST  @Epoch: 771  >>> 
2023-09-22 02:21:32,368:	[Wall TIME] >>> ChiefCoach.train takes 10.447710 seconds ...
2023-09-22 02:21:32,399:	[Coach] >>> TRAIN @Epoch: 772  >>>  || LOSS Avg: 0.07852
2023-09-22 02:21:32,399:	[Coach] >>> VALID @Epoch: 772  >>> 
2023-09-22 02:21:32,399:	[Coach] >>> TEST  @Epoch: 772  >>> 
2023-09-22 02:21:41,746:	[Wall TIME] >>> ChiefCoach.train takes 9.347104 seconds ...
2023-09-22 02:21:41,770:	[Coach] >>> TRAIN @Epoch: 773  >>>  || LOSS Avg: 0.07825
2023-09-22 02:21:41,771:	[Coach] >>> VALID @Epoch: 773  >>> 
2023-09-22 02:21:41,771:	[Coach] >>> TEST  @Epoch: 773  >>> 
2023-09-22 02:21:51,736:	[Wall TIME] >>> ChiefCoach.train takes 9.964632 seconds ...
2023-09-22 02:21:51,762:	[Coach] >>> TRAIN @Epoch: 774  >>>  || LOSS Avg: 0.07840
2023-09-22 02:21:51,762:	[Coach] >>> VALID @Epoch: 774  >>> 
2023-09-22 02:21:51,762:	[Coach] >>> TEST  @Epoch: 774  >>> 
2023-09-22 02:22:01,621:	[Wall TIME] >>> ChiefCoach.train takes 9.859019 seconds ...
2023-09-22 02:22:03,889:	[Wall TIME] >>> ChiefCoach.valid takes 2.242256 seconds ...
2023-09-22 02:22:03,889:	[Coach] >>> TRAIN @Epoch: 775  >>>  || LOSS Avg: 0.07809
2023-09-22 02:22:03,889:	[Coach] >>> VALID @Epoch: 775  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0551 || HITRATE@10 Avg: 0.0942 || NDCG@5 Avg: 0.0347 || NDCG@10 Avg: 0.0472
2023-09-22 02:22:03,889:	[Coach] >>> TEST  @Epoch: 775  >>> 
2023-09-22 02:22:13,700:	[Wall TIME] >>> ChiefCoach.train takes 9.810323 seconds ...
2023-09-22 02:22:13,725:	[Coach] >>> TRAIN @Epoch: 776  >>>  || LOSS Avg: 0.07825
2023-09-22 02:22:13,725:	[Coach] >>> VALID @Epoch: 776  >>> 
2023-09-22 02:22:13,725:	[Coach] >>> TEST  @Epoch: 776  >>> 
2023-09-22 02:22:24,244:	[Wall TIME] >>> ChiefCoach.train takes 10.519060 seconds ...
2023-09-22 02:22:24,281:	[Coach] >>> TRAIN @Epoch: 777  >>>  || LOSS Avg: 0.07796
2023-09-22 02:22:24,282:	[Coach] >>> VALID @Epoch: 777  >>> 
2023-09-22 02:22:24,282:	[Coach] >>> TEST  @Epoch: 777  >>> 
2023-09-22 02:22:34,075:	[Wall TIME] >>> ChiefCoach.train takes 9.793058 seconds ...
2023-09-22 02:22:34,101:	[Coach] >>> TRAIN @Epoch: 778  >>>  || LOSS Avg: 0.07834
2023-09-22 02:22:34,102:	[Coach] >>> VALID @Epoch: 778  >>> 
2023-09-22 02:22:34,102:	[Coach] >>> TEST  @Epoch: 778  >>> 
2023-09-22 02:22:44,070:	[Wall TIME] >>> ChiefCoach.train takes 9.968160 seconds ...
2023-09-22 02:22:44,096:	[Coach] >>> TRAIN @Epoch: 779  >>>  || LOSS Avg: 0.07830
2023-09-22 02:22:44,096:	[Coach] >>> VALID @Epoch: 779  >>> 
2023-09-22 02:22:44,096:	[Coach] >>> TEST  @Epoch: 779  >>> 
2023-09-22 02:22:53,579:	[Wall TIME] >>> ChiefCoach.train takes 9.482657 seconds ...
2023-09-22 02:22:55,883:	[Wall TIME] >>> ChiefCoach.valid takes 2.279833 seconds ...
2023-09-22 02:22:55,883:	[Coach] >>> TRAIN @Epoch: 780  >>>  || LOSS Avg: 0.07851
2023-09-22 02:22:55,883:	[Coach] >>> VALID @Epoch: 780  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0543 || HITRATE@10 Avg: 0.0942 || NDCG@5 Avg: 0.0345 || NDCG@10 Avg: 0.0471
2023-09-22 02:22:55,884:	[Coach] >>> TEST  @Epoch: 780  >>> 
2023-09-22 02:23:06,614:	[Wall TIME] >>> ChiefCoach.train takes 10.729998 seconds ...
2023-09-22 02:23:06,640:	[Coach] >>> TRAIN @Epoch: 781  >>>  || LOSS Avg: 0.07874
2023-09-22 02:23:06,640:	[Coach] >>> VALID @Epoch: 781  >>> 
2023-09-22 02:23:06,640:	[Coach] >>> TEST  @Epoch: 781  >>> 
2023-09-22 02:23:18,040:	[Wall TIME] >>> ChiefCoach.train takes 11.400262 seconds ...
2023-09-22 02:23:18,066:	[Coach] >>> TRAIN @Epoch: 782  >>>  || LOSS Avg: 0.07854
2023-09-22 02:23:18,066:	[Coach] >>> VALID @Epoch: 782  >>> 
2023-09-22 02:23:18,066:	[Coach] >>> TEST  @Epoch: 782  >>> 
2023-09-22 02:23:29,624:	[Wall TIME] >>> ChiefCoach.train takes 11.558054 seconds ...
2023-09-22 02:23:29,651:	[Coach] >>> TRAIN @Epoch: 783  >>>  || LOSS Avg: 0.07830
2023-09-22 02:23:29,651:	[Coach] >>> VALID @Epoch: 783  >>> 
2023-09-22 02:23:29,651:	[Coach] >>> TEST  @Epoch: 783  >>> 
2023-09-22 02:23:40,409:	[Wall TIME] >>> ChiefCoach.train takes 10.757969 seconds ...
2023-09-22 02:23:40,435:	[Coach] >>> TRAIN @Epoch: 784  >>>  || LOSS Avg: 0.07811
2023-09-22 02:23:40,435:	[Coach] >>> VALID @Epoch: 784  >>> 
2023-09-22 02:23:40,436:	[Coach] >>> TEST  @Epoch: 784  >>> 
2023-09-22 02:23:51,620:	[Wall TIME] >>> ChiefCoach.train takes 11.183772 seconds ...
2023-09-22 02:23:53,840:	[Wall TIME] >>> ChiefCoach.valid takes 2.188848 seconds ...
2023-09-22 02:23:53,841:	[Coach] >>> TRAIN @Epoch: 785  >>>  || LOSS Avg: 0.07832
2023-09-22 02:23:53,841:	[Coach] >>> VALID @Epoch: 785  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0548 || HITRATE@10 Avg: 0.0934 || NDCG@5 Avg: 0.0348 || NDCG@10 Avg: 0.0471
2023-09-22 02:23:53,841:	[Coach] >>> TEST  @Epoch: 785  >>> 
2023-09-22 02:24:05,074:	[Wall TIME] >>> ChiefCoach.train takes 11.233098 seconds ...
2023-09-22 02:24:05,099:	[Coach] >>> TRAIN @Epoch: 786  >>>  || LOSS Avg: 0.07829
2023-09-22 02:24:05,099:	[Coach] >>> VALID @Epoch: 786  >>> 
2023-09-22 02:24:05,099:	[Coach] >>> TEST  @Epoch: 786  >>> 
2023-09-22 02:24:15,630:	[Wall TIME] >>> ChiefCoach.train takes 10.530219 seconds ...
2023-09-22 02:24:15,666:	[Coach] >>> TRAIN @Epoch: 787  >>>  || LOSS Avg: 0.07809
2023-09-22 02:24:15,666:	[Coach] >>> VALID @Epoch: 787  >>> 
2023-09-22 02:24:15,667:	[Coach] >>> TEST  @Epoch: 787  >>> 
2023-09-22 02:24:26,929:	[Wall TIME] >>> ChiefCoach.train takes 11.262098 seconds ...
2023-09-22 02:24:26,968:	[Coach] >>> TRAIN @Epoch: 788  >>>  || LOSS Avg: 0.07866
2023-09-22 02:24:26,969:	[Coach] >>> VALID @Epoch: 788  >>> 
2023-09-22 02:24:26,969:	[Coach] >>> TEST  @Epoch: 788  >>> 
2023-09-22 02:24:37,949:	[Wall TIME] >>> ChiefCoach.train takes 10.980440 seconds ...
2023-09-22 02:24:37,974:	[Coach] >>> TRAIN @Epoch: 789  >>>  || LOSS Avg: 0.07856
2023-09-22 02:24:37,974:	[Coach] >>> VALID @Epoch: 789  >>> 
2023-09-22 02:24:37,975:	[Coach] >>> TEST  @Epoch: 789  >>> 
2023-09-22 02:24:49,623:	[Wall TIME] >>> ChiefCoach.train takes 11.648184 seconds ...
2023-09-22 02:24:51,774:	[Wall TIME] >>> ChiefCoach.valid takes 2.122720 seconds ...
2023-09-22 02:24:51,774:	[Coach] >>> TRAIN @Epoch: 790  >>>  || LOSS Avg: 0.07798
2023-09-22 02:24:51,775:	[Coach] >>> VALID @Epoch: 790  >>>  || HITRATE@1 Avg: 0.0132 || HITRATE@5 Avg: 0.0541 || HITRATE@10 Avg: 0.0944 || NDCG@5 Avg: 0.0336 || NDCG@10 Avg: 0.0465
2023-09-22 02:24:51,775:	[Coach] >>> TEST  @Epoch: 790  >>> 
2023-09-22 02:25:02,865:	[Wall TIME] >>> ChiefCoach.train takes 11.090403 seconds ...
2023-09-22 02:25:02,900:	[Coach] >>> TRAIN @Epoch: 791  >>>  || LOSS Avg: 0.07879
2023-09-22 02:25:02,900:	[Coach] >>> VALID @Epoch: 791  >>> 
2023-09-22 02:25:02,900:	[Coach] >>> TEST  @Epoch: 791  >>> 
2023-09-22 02:25:13,325:	[Wall TIME] >>> ChiefCoach.train takes 10.424860 seconds ...
2023-09-22 02:25:13,354:	[Coach] >>> TRAIN @Epoch: 792  >>>  || LOSS Avg: 0.07815
2023-09-22 02:25:13,354:	[Coach] >>> VALID @Epoch: 792  >>> 
2023-09-22 02:25:13,354:	[Coach] >>> TEST  @Epoch: 792  >>> 
2023-09-22 02:25:23,460:	[Wall TIME] >>> ChiefCoach.train takes 10.105258 seconds ...
2023-09-22 02:25:23,500:	[Coach] >>> TRAIN @Epoch: 793  >>>  || LOSS Avg: 0.07803
2023-09-22 02:25:23,500:	[Coach] >>> VALID @Epoch: 793  >>> 
2023-09-22 02:25:23,500:	[Coach] >>> TEST  @Epoch: 793  >>> 
2023-09-22 02:25:34,123:	[Wall TIME] >>> ChiefCoach.train takes 10.622280 seconds ...
2023-09-22 02:25:34,149:	[Coach] >>> TRAIN @Epoch: 794  >>>  || LOSS Avg: 0.07795
2023-09-22 02:25:34,150:	[Coach] >>> VALID @Epoch: 794  >>> 
2023-09-22 02:25:34,150:	[Coach] >>> TEST  @Epoch: 794  >>> 
2023-09-22 02:25:44,158:	[Wall TIME] >>> ChiefCoach.train takes 10.008580 seconds ...
2023-09-22 02:25:46,407:	[Wall TIME] >>> ChiefCoach.valid takes 2.220618 seconds ...
2023-09-22 02:25:46,408:	[Coach] >>> TRAIN @Epoch: 795  >>>  || LOSS Avg: 0.07810
2023-09-22 02:25:46,408:	[Coach] >>> VALID @Epoch: 795  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0550 || HITRATE@10 Avg: 0.0942 || NDCG@5 Avg: 0.0344 || NDCG@10 Avg: 0.0469
2023-09-22 02:25:46,408:	[Coach] >>> TEST  @Epoch: 795  >>> 
2023-09-22 02:25:56,549:	[Wall TIME] >>> ChiefCoach.train takes 10.140249 seconds ...
2023-09-22 02:25:56,578:	[Coach] >>> TRAIN @Epoch: 796  >>>  || LOSS Avg: 0.07770
2023-09-22 02:25:56,579:	[Coach] >>> VALID @Epoch: 796  >>> 
2023-09-22 02:25:56,579:	[Coach] >>> TEST  @Epoch: 796  >>> 
2023-09-22 02:26:06,857:	[Wall TIME] >>> ChiefCoach.train takes 10.278327 seconds ...
2023-09-22 02:26:06,885:	[Coach] >>> TRAIN @Epoch: 797  >>>  || LOSS Avg: 0.07884
2023-09-22 02:26:06,886:	[Coach] >>> VALID @Epoch: 797  >>> 
2023-09-22 02:26:06,886:	[Coach] >>> TEST  @Epoch: 797  >>> 
2023-09-22 02:26:16,591:	[Wall TIME] >>> ChiefCoach.train takes 9.705006 seconds ...
2023-09-22 02:26:16,621:	[Coach] >>> TRAIN @Epoch: 798  >>>  || LOSS Avg: 0.07818
2023-09-22 02:26:16,621:	[Coach] >>> VALID @Epoch: 798  >>> 
2023-09-22 02:26:16,621:	[Coach] >>> TEST  @Epoch: 798  >>> 
2023-09-22 02:26:26,346:	[Wall TIME] >>> ChiefCoach.train takes 9.724991 seconds ...
2023-09-22 02:26:26,372:	[Coach] >>> TRAIN @Epoch: 799  >>>  || LOSS Avg: 0.07820
2023-09-22 02:26:26,372:	[Coach] >>> VALID @Epoch: 799  >>> 
2023-09-22 02:26:26,372:	[Coach] >>> TEST  @Epoch: 799  >>> 
2023-09-22 02:26:37,494:	[Wall TIME] >>> ChiefCoach.train takes 11.121659 seconds ...
2023-09-22 02:26:39,756:	[Wall TIME] >>> ChiefCoach.valid takes 2.234983 seconds ...
2023-09-22 02:26:39,756:	[Coach] >>> TRAIN @Epoch: 800  >>>  || LOSS Avg: 0.07794
2023-09-22 02:26:39,756:	[Coach] >>> VALID @Epoch: 800  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0548 || HITRATE@10 Avg: 0.0932 || NDCG@5 Avg: 0.0351 || NDCG@10 Avg: 0.0472
2023-09-22 02:26:39,756:	[Coach] >>> TEST  @Epoch: 800  >>> 
2023-09-22 02:26:49,540:	[Wall TIME] >>> ChiefCoach.train takes 9.783688 seconds ...
2023-09-22 02:26:49,567:	[Coach] >>> TRAIN @Epoch: 801  >>>  || LOSS Avg: 0.07819
2023-09-22 02:26:49,567:	[Coach] >>> VALID @Epoch: 801  >>> 
2023-09-22 02:26:49,567:	[Coach] >>> TEST  @Epoch: 801  >>> 
2023-09-22 02:26:59,183:	[Wall TIME] >>> ChiefCoach.train takes 9.615539 seconds ...
2023-09-22 02:26:59,209:	[Coach] >>> TRAIN @Epoch: 802  >>>  || LOSS Avg: 0.07836
2023-09-22 02:26:59,210:	[Coach] >>> VALID @Epoch: 802  >>> 
2023-09-22 02:26:59,210:	[Coach] >>> TEST  @Epoch: 802  >>> 
2023-09-22 02:27:08,981:	[Wall TIME] >>> ChiefCoach.train takes 9.770834 seconds ...
2023-09-22 02:27:09,007:	[Coach] >>> TRAIN @Epoch: 803  >>>  || LOSS Avg: 0.07811
2023-09-22 02:27:09,007:	[Coach] >>> VALID @Epoch: 803  >>> 
2023-09-22 02:27:09,007:	[Coach] >>> TEST  @Epoch: 803  >>> 
2023-09-22 02:27:18,604:	[Wall TIME] >>> ChiefCoach.train takes 9.596823 seconds ...
2023-09-22 02:27:18,630:	[Coach] >>> TRAIN @Epoch: 804  >>>  || LOSS Avg: 0.07807
2023-09-22 02:27:18,630:	[Coach] >>> VALID @Epoch: 804  >>> 
2023-09-22 02:27:18,630:	[Coach] >>> TEST  @Epoch: 804  >>> 
2023-09-22 02:27:28,509:	[Wall TIME] >>> ChiefCoach.train takes 9.879021 seconds ...
2023-09-22 02:27:30,712:	[Wall TIME] >>> ChiefCoach.valid takes 2.177050 seconds ...
2023-09-22 02:27:30,712:	[Coach] >>> TRAIN @Epoch: 805  >>>  || LOSS Avg: 0.07813
2023-09-22 02:27:30,712:	[Coach] >>> VALID @Epoch: 805  >>>  || HITRATE@1 Avg: 0.0156 || HITRATE@5 Avg: 0.0545 || HITRATE@10 Avg: 0.0955 || NDCG@5 Avg: 0.0350 || NDCG@10 Avg: 0.0482
2023-09-22 02:27:30,712:	[Coach] >>> TEST  @Epoch: 805  >>> 
2023-09-22 02:27:40,322:	[Wall TIME] >>> ChiefCoach.train takes 9.609665 seconds ...
2023-09-22 02:27:40,362:	[Coach] >>> TRAIN @Epoch: 806  >>>  || LOSS Avg: 0.07833
2023-09-22 02:27:40,362:	[Coach] >>> VALID @Epoch: 806  >>> 
2023-09-22 02:27:40,362:	[Coach] >>> TEST  @Epoch: 806  >>> 
2023-09-22 02:27:50,404:	[Wall TIME] >>> ChiefCoach.train takes 10.041983 seconds ...
2023-09-22 02:27:50,439:	[Coach] >>> TRAIN @Epoch: 807  >>>  || LOSS Avg: 0.07830
2023-09-22 02:27:50,440:	[Coach] >>> VALID @Epoch: 807  >>> 
2023-09-22 02:27:50,440:	[Coach] >>> TEST  @Epoch: 807  >>> 
2023-09-22 02:28:00,616:	[Wall TIME] >>> ChiefCoach.train takes 10.176115 seconds ...
2023-09-22 02:28:00,643:	[Coach] >>> TRAIN @Epoch: 808  >>>  || LOSS Avg: 0.07826
2023-09-22 02:28:00,643:	[Coach] >>> VALID @Epoch: 808  >>> 
2023-09-22 02:28:00,643:	[Coach] >>> TEST  @Epoch: 808  >>> 
2023-09-22 02:28:11,404:	[Wall TIME] >>> ChiefCoach.train takes 10.760276 seconds ...
2023-09-22 02:28:11,441:	[Coach] >>> TRAIN @Epoch: 809  >>>  || LOSS Avg: 0.07870
2023-09-22 02:28:11,442:	[Coach] >>> VALID @Epoch: 809  >>> 
2023-09-22 02:28:11,442:	[Coach] >>> TEST  @Epoch: 809  >>> 
2023-09-22 02:28:21,743:	[Wall TIME] >>> ChiefCoach.train takes 10.300932 seconds ...
2023-09-22 02:28:24,024:	[Wall TIME] >>> ChiefCoach.valid takes 2.255749 seconds ...
2023-09-22 02:28:24,024:	[Coach] >>> TRAIN @Epoch: 810  >>>  || LOSS Avg: 0.07799
2023-09-22 02:28:24,024:	[Coach] >>> VALID @Epoch: 810  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0523 || HITRATE@10 Avg: 0.0912 || NDCG@5 Avg: 0.0344 || NDCG@10 Avg: 0.0469
2023-09-22 02:28:24,024:	[Coach] >>> TEST  @Epoch: 810  >>> 
2023-09-22 02:28:33,506:	[Wall TIME] >>> ChiefCoach.train takes 9.482135 seconds ...
2023-09-22 02:28:33,533:	[Coach] >>> TRAIN @Epoch: 811  >>>  || LOSS Avg: 0.07828
2023-09-22 02:28:33,533:	[Coach] >>> VALID @Epoch: 811  >>> 
2023-09-22 02:28:33,533:	[Coach] >>> TEST  @Epoch: 811  >>> 
2023-09-22 02:28:43,371:	[Wall TIME] >>> ChiefCoach.train takes 9.837724 seconds ...
2023-09-22 02:28:43,396:	[Coach] >>> TRAIN @Epoch: 812  >>>  || LOSS Avg: 0.07808
2023-09-22 02:28:43,396:	[Coach] >>> VALID @Epoch: 812  >>> 
2023-09-22 02:28:43,396:	[Coach] >>> TEST  @Epoch: 812  >>> 
2023-09-22 02:28:52,754:	[Wall TIME] >>> ChiefCoach.train takes 9.357459 seconds ...
2023-09-22 02:28:52,779:	[Coach] >>> TRAIN @Epoch: 813  >>>  || LOSS Avg: 0.07836
2023-09-22 02:28:52,779:	[Coach] >>> VALID @Epoch: 813  >>> 
2023-09-22 02:28:52,779:	[Coach] >>> TEST  @Epoch: 813  >>> 
2023-09-22 02:29:03,243:	[Wall TIME] >>> ChiefCoach.train takes 10.463221 seconds ...
2023-09-22 02:29:03,269:	[Coach] >>> TRAIN @Epoch: 814  >>>  || LOSS Avg: 0.07841
2023-09-22 02:29:03,269:	[Coach] >>> VALID @Epoch: 814  >>> 
2023-09-22 02:29:03,270:	[Coach] >>> TEST  @Epoch: 814  >>> 
2023-09-22 02:29:12,845:	[Wall TIME] >>> ChiefCoach.train takes 9.575414 seconds ...
2023-09-22 02:29:15,099:	[Wall TIME] >>> ChiefCoach.valid takes 2.229648 seconds ...
2023-09-22 02:29:15,100:	[Coach] >>> TRAIN @Epoch: 815  >>>  || LOSS Avg: 0.07841
2023-09-22 02:29:15,100:	[Coach] >>> VALID @Epoch: 815  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0556 || HITRATE@10 Avg: 0.0940 || NDCG@5 Avg: 0.0353 || NDCG@10 Avg: 0.0476
2023-09-22 02:29:15,100:	[Coach] >>> TEST  @Epoch: 815  >>> 
2023-09-22 02:29:26,558:	[Wall TIME] >>> ChiefCoach.train takes 11.457621 seconds ...
2023-09-22 02:29:26,582:	[Coach] >>> TRAIN @Epoch: 816  >>>  || LOSS Avg: 0.07814
2023-09-22 02:29:26,582:	[Coach] >>> VALID @Epoch: 816  >>> 
2023-09-22 02:29:26,582:	[Coach] >>> TEST  @Epoch: 816  >>> 
2023-09-22 02:29:37,069:	[Wall TIME] >>> ChiefCoach.train takes 10.486717 seconds ...
2023-09-22 02:29:37,106:	[Coach] >>> TRAIN @Epoch: 817  >>>  || LOSS Avg: 0.07858
2023-09-22 02:29:37,106:	[Coach] >>> VALID @Epoch: 817  >>> 
2023-09-22 02:29:37,106:	[Coach] >>> TEST  @Epoch: 817  >>> 
2023-09-22 02:29:47,880:	[Wall TIME] >>> ChiefCoach.train takes 10.773410 seconds ...
2023-09-22 02:29:47,918:	[Coach] >>> TRAIN @Epoch: 818  >>>  || LOSS Avg: 0.07815
2023-09-22 02:29:47,918:	[Coach] >>> VALID @Epoch: 818  >>> 
2023-09-22 02:29:47,918:	[Coach] >>> TEST  @Epoch: 818  >>> 
2023-09-22 02:29:58,863:	[Wall TIME] >>> ChiefCoach.train takes 10.944491 seconds ...
2023-09-22 02:29:58,893:	[Coach] >>> TRAIN @Epoch: 819  >>>  || LOSS Avg: 0.07846
2023-09-22 02:29:58,893:	[Coach] >>> VALID @Epoch: 819  >>> 
2023-09-22 02:29:58,893:	[Coach] >>> TEST  @Epoch: 819  >>> 
2023-09-22 02:30:09,612:	[Wall TIME] >>> ChiefCoach.train takes 10.718625 seconds ...
2023-09-22 02:30:11,806:	[Wall TIME] >>> ChiefCoach.valid takes 2.157501 seconds ...
2023-09-22 02:30:11,806:	[Coach] >>> TRAIN @Epoch: 820  >>>  || LOSS Avg: 0.07846
2023-09-22 02:30:11,806:	[Coach] >>> VALID @Epoch: 820  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0555 || HITRATE@10 Avg: 0.0935 || NDCG@5 Avg: 0.0347 || NDCG@10 Avg: 0.0469
2023-09-22 02:30:11,806:	[Coach] >>> TEST  @Epoch: 820  >>> 
2023-09-22 02:30:22,404:	[Wall TIME] >>> ChiefCoach.train takes 10.597641 seconds ...
2023-09-22 02:30:22,432:	[Coach] >>> TRAIN @Epoch: 821  >>>  || LOSS Avg: 0.07804
2023-09-22 02:30:22,432:	[Coach] >>> VALID @Epoch: 821  >>> 
2023-09-22 02:30:22,432:	[Coach] >>> TEST  @Epoch: 821  >>> 
2023-09-22 02:30:32,792:	[Wall TIME] >>> ChiefCoach.train takes 10.360020 seconds ...
2023-09-22 02:30:32,822:	[Coach] >>> TRAIN @Epoch: 822  >>>  || LOSS Avg: 0.07803
2023-09-22 02:30:32,822:	[Coach] >>> VALID @Epoch: 822  >>> 
2023-09-22 02:30:32,822:	[Coach] >>> TEST  @Epoch: 822  >>> 
2023-09-22 02:30:43,003:	[Wall TIME] >>> ChiefCoach.train takes 10.180301 seconds ...
2023-09-22 02:30:43,036:	[Coach] >>> TRAIN @Epoch: 823  >>>  || LOSS Avg: 0.07807
2023-09-22 02:30:43,036:	[Coach] >>> VALID @Epoch: 823  >>> 
2023-09-22 02:30:43,036:	[Coach] >>> TEST  @Epoch: 823  >>> 
2023-09-22 02:30:53,570:	[Wall TIME] >>> ChiefCoach.train takes 10.533746 seconds ...
2023-09-22 02:30:53,597:	[Coach] >>> TRAIN @Epoch: 824  >>>  || LOSS Avg: 0.07821
2023-09-22 02:30:53,597:	[Coach] >>> VALID @Epoch: 824  >>> 
2023-09-22 02:30:53,597:	[Coach] >>> TEST  @Epoch: 824  >>> 
2023-09-22 02:31:03,957:	[Wall TIME] >>> ChiefCoach.train takes 10.359882 seconds ...
2023-09-22 02:31:06,189:	[Wall TIME] >>> ChiefCoach.valid takes 2.199370 seconds ...
2023-09-22 02:31:06,189:	[Coach] >>> TRAIN @Epoch: 825  >>>  || LOSS Avg: 0.07818
2023-09-22 02:31:06,190:	[Coach] >>> VALID @Epoch: 825  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0550 || HITRATE@10 Avg: 0.0949 || NDCG@5 Avg: 0.0346 || NDCG@10 Avg: 0.0473
2023-09-22 02:31:06,190:	[Coach] >>> TEST  @Epoch: 825  >>> 
2023-09-22 02:31:18,106:	[Wall TIME] >>> ChiefCoach.train takes 11.915733 seconds ...
2023-09-22 02:31:18,136:	[Coach] >>> TRAIN @Epoch: 826  >>>  || LOSS Avg: 0.07813
2023-09-22 02:31:18,137:	[Coach] >>> VALID @Epoch: 826  >>> 
2023-09-22 02:31:18,137:	[Coach] >>> TEST  @Epoch: 826  >>> 
2023-09-22 02:31:28,602:	[Wall TIME] >>> ChiefCoach.train takes 10.465132 seconds ...
2023-09-22 02:31:28,641:	[Coach] >>> TRAIN @Epoch: 827  >>>  || LOSS Avg: 0.07820
2023-09-22 02:31:28,641:	[Coach] >>> VALID @Epoch: 827  >>> 
2023-09-22 02:31:28,641:	[Coach] >>> TEST  @Epoch: 827  >>> 
2023-09-22 02:31:38,801:	[Wall TIME] >>> ChiefCoach.train takes 10.160156 seconds ...
2023-09-22 02:31:38,828:	[Coach] >>> TRAIN @Epoch: 828  >>>  || LOSS Avg: 0.07819
2023-09-22 02:31:38,828:	[Coach] >>> VALID @Epoch: 828  >>> 
2023-09-22 02:31:38,828:	[Coach] >>> TEST  @Epoch: 828  >>> 
2023-09-22 02:31:49,385:	[Wall TIME] >>> ChiefCoach.train takes 10.556434 seconds ...
2023-09-22 02:31:49,411:	[Coach] >>> TRAIN @Epoch: 829  >>>  || LOSS Avg: 0.07828
2023-09-22 02:31:49,411:	[Coach] >>> VALID @Epoch: 829  >>> 
2023-09-22 02:31:49,411:	[Coach] >>> TEST  @Epoch: 829  >>> 
2023-09-22 02:31:59,859:	[Wall TIME] >>> ChiefCoach.train takes 10.448281 seconds ...
2023-09-22 02:32:02,044:	[Wall TIME] >>> ChiefCoach.valid takes 2.158970 seconds ...
2023-09-22 02:32:02,044:	[Coach] >>> TRAIN @Epoch: 830  >>>  || LOSS Avg: 0.07821
2023-09-22 02:32:02,045:	[Coach] >>> VALID @Epoch: 830  >>>  || HITRATE@1 Avg: 0.0161 || HITRATE@5 Avg: 0.0541 || HITRATE@10 Avg: 0.0930 || NDCG@5 Avg: 0.0353 || NDCG@10 Avg: 0.0478
2023-09-22 02:32:02,045:	[Coach] >>> TEST  @Epoch: 830  >>> 
2023-09-22 02:32:11,251:	[Wall TIME] >>> ChiefCoach.train takes 9.206219 seconds ...
2023-09-22 02:32:11,277:	[Coach] >>> TRAIN @Epoch: 831  >>>  || LOSS Avg: 0.07817
2023-09-22 02:32:11,277:	[Coach] >>> VALID @Epoch: 831  >>> 
2023-09-22 02:32:11,277:	[Coach] >>> TEST  @Epoch: 831  >>> 
2023-09-22 02:32:21,314:	[Wall TIME] >>> ChiefCoach.train takes 10.036348 seconds ...
2023-09-22 02:32:21,340:	[Coach] >>> TRAIN @Epoch: 832  >>>  || LOSS Avg: 0.07790
2023-09-22 02:32:21,340:	[Coach] >>> VALID @Epoch: 832  >>> 
2023-09-22 02:32:21,340:	[Coach] >>> TEST  @Epoch: 832  >>> 
2023-09-22 02:32:30,891:	[Wall TIME] >>> ChiefCoach.train takes 9.550972 seconds ...
2023-09-22 02:32:30,931:	[Coach] >>> TRAIN @Epoch: 833  >>>  || LOSS Avg: 0.07831
2023-09-22 02:32:30,931:	[Coach] >>> VALID @Epoch: 833  >>> 
2023-09-22 02:32:30,931:	[Coach] >>> TEST  @Epoch: 833  >>> 
2023-09-22 02:32:41,043:	[Wall TIME] >>> ChiefCoach.train takes 10.111767 seconds ...
2023-09-22 02:32:41,068:	[Coach] >>> TRAIN @Epoch: 834  >>>  || LOSS Avg: 0.07851
2023-09-22 02:32:41,068:	[Coach] >>> VALID @Epoch: 834  >>> 
2023-09-22 02:32:41,068:	[Coach] >>> TEST  @Epoch: 834  >>> 
2023-09-22 02:32:50,747:	[Wall TIME] >>> ChiefCoach.train takes 9.678299 seconds ...
2023-09-22 02:32:52,981:	[Wall TIME] >>> ChiefCoach.valid takes 2.209329 seconds ...
2023-09-22 02:32:52,982:	[Coach] >>> TRAIN @Epoch: 835  >>>  || LOSS Avg: 0.07809
2023-09-22 02:32:52,982:	[Coach] >>> VALID @Epoch: 835  >>>  || HITRATE@1 Avg: 0.0171 || HITRATE@5 Avg: 0.0563 || HITRATE@10 Avg: 0.0932 || NDCG@5 Avg: 0.0364 || NDCG@10 Avg: 0.0481
2023-09-22 02:32:52,982:	[Coach] >>> TEST  @Epoch: 835  >>> 
2023-09-22 02:33:02,467:	[Wall TIME] >>> ChiefCoach.train takes 9.485055 seconds ...
2023-09-22 02:33:02,492:	[Coach] >>> TRAIN @Epoch: 836  >>>  || LOSS Avg: 0.07795
2023-09-22 02:33:02,492:	[Coach] >>> VALID @Epoch: 836  >>> 
2023-09-22 02:33:02,492:	[Coach] >>> TEST  @Epoch: 836  >>> 
2023-09-22 02:33:12,276:	[Wall TIME] >>> ChiefCoach.train takes 9.783560 seconds ...
2023-09-22 02:33:12,302:	[Coach] >>> TRAIN @Epoch: 837  >>>  || LOSS Avg: 0.07849
2023-09-22 02:33:12,302:	[Coach] >>> VALID @Epoch: 837  >>> 
2023-09-22 02:33:12,302:	[Coach] >>> TEST  @Epoch: 837  >>> 
2023-09-22 02:33:22,285:	[Wall TIME] >>> ChiefCoach.train takes 9.982194 seconds ...
2023-09-22 02:33:22,311:	[Coach] >>> TRAIN @Epoch: 838  >>>  || LOSS Avg: 0.07811
2023-09-22 02:33:22,312:	[Coach] >>> VALID @Epoch: 838  >>> 
2023-09-22 02:33:22,312:	[Coach] >>> TEST  @Epoch: 838  >>> 
2023-09-22 02:33:32,495:	[Wall TIME] >>> ChiefCoach.train takes 10.182740 seconds ...
2023-09-22 02:33:32,522:	[Coach] >>> TRAIN @Epoch: 839  >>>  || LOSS Avg: 0.07773
2023-09-22 02:33:32,522:	[Coach] >>> VALID @Epoch: 839  >>> 
2023-09-22 02:33:32,523:	[Coach] >>> TEST  @Epoch: 839  >>> 
2023-09-22 02:33:42,610:	[Wall TIME] >>> ChiefCoach.train takes 10.087054 seconds ...
2023-09-22 02:33:44,791:	[Wall TIME] >>> ChiefCoach.valid takes 2.152539 seconds ...
2023-09-22 02:33:44,791:	[Coach] >>> TRAIN @Epoch: 840  >>>  || LOSS Avg: 0.07859
2023-09-22 02:33:44,791:	[Coach] >>> VALID @Epoch: 840  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0546 || HITRATE@10 Avg: 0.0957 || NDCG@5 Avg: 0.0348 || NDCG@10 Avg: 0.0479
2023-09-22 02:33:44,791:	[Coach] >>> TEST  @Epoch: 840  >>> 
2023-09-22 02:33:56,117:	[Wall TIME] >>> ChiefCoach.train takes 11.325549 seconds ...
2023-09-22 02:33:56,143:	[Coach] >>> TRAIN @Epoch: 841  >>>  || LOSS Avg: 0.07799
2023-09-22 02:33:56,143:	[Coach] >>> VALID @Epoch: 841  >>> 
2023-09-22 02:33:56,144:	[Coach] >>> TEST  @Epoch: 841  >>> 
2023-09-22 02:34:07,086:	[Wall TIME] >>> ChiefCoach.train takes 10.942028 seconds ...
2023-09-22 02:34:07,112:	[Coach] >>> TRAIN @Epoch: 842  >>>  || LOSS Avg: 0.07828
2023-09-22 02:34:07,112:	[Coach] >>> VALID @Epoch: 842  >>> 
2023-09-22 02:34:07,112:	[Coach] >>> TEST  @Epoch: 842  >>> 
2023-09-22 02:34:16,793:	[Wall TIME] >>> ChiefCoach.train takes 9.680843 seconds ...
2023-09-22 02:34:16,819:	[Coach] >>> TRAIN @Epoch: 843  >>>  || LOSS Avg: 0.07817
2023-09-22 02:34:16,819:	[Coach] >>> VALID @Epoch: 843  >>> 
2023-09-22 02:34:16,820:	[Coach] >>> TEST  @Epoch: 843  >>> 
2023-09-22 02:34:26,715:	[Wall TIME] >>> ChiefCoach.train takes 9.895382 seconds ...
2023-09-22 02:34:26,742:	[Coach] >>> TRAIN @Epoch: 844  >>>  || LOSS Avg: 0.07824
2023-09-22 02:34:26,742:	[Coach] >>> VALID @Epoch: 844  >>> 
2023-09-22 02:34:26,742:	[Coach] >>> TEST  @Epoch: 844  >>> 
2023-09-22 02:34:36,707:	[Wall TIME] >>> ChiefCoach.train takes 9.965306 seconds ...
2023-09-22 02:34:38,920:	[Wall TIME] >>> ChiefCoach.valid takes 2.178905 seconds ...
2023-09-22 02:34:38,920:	[Coach] >>> TRAIN @Epoch: 845  >>>  || LOSS Avg: 0.07804
2023-09-22 02:34:38,920:	[Coach] >>> VALID @Epoch: 845  >>>  || HITRATE@1 Avg: 0.0134 || HITRATE@5 Avg: 0.0515 || HITRATE@10 Avg: 0.0906 || NDCG@5 Avg: 0.0328 || NDCG@10 Avg: 0.0454
2023-09-22 02:34:38,920:	[Coach] >>> TEST  @Epoch: 845  >>> 
2023-09-22 02:34:49,767:	[Wall TIME] >>> ChiefCoach.train takes 10.846106 seconds ...
2023-09-22 02:34:49,793:	[Coach] >>> TRAIN @Epoch: 846  >>>  || LOSS Avg: 0.07791
2023-09-22 02:34:49,793:	[Coach] >>> VALID @Epoch: 846  >>> 
2023-09-22 02:34:49,793:	[Coach] >>> TEST  @Epoch: 846  >>> 
2023-09-22 02:35:00,969:	[Wall TIME] >>> ChiefCoach.train takes 11.175347 seconds ...
2023-09-22 02:35:00,995:	[Coach] >>> TRAIN @Epoch: 847  >>>  || LOSS Avg: 0.07822
2023-09-22 02:35:00,995:	[Coach] >>> VALID @Epoch: 847  >>> 
2023-09-22 02:35:00,995:	[Coach] >>> TEST  @Epoch: 847  >>> 
2023-09-22 02:35:11,282:	[Wall TIME] >>> ChiefCoach.train takes 10.286677 seconds ...
2023-09-22 02:35:11,307:	[Coach] >>> TRAIN @Epoch: 848  >>>  || LOSS Avg: 0.07840
2023-09-22 02:35:11,307:	[Coach] >>> VALID @Epoch: 848  >>> 
2023-09-22 02:35:11,308:	[Coach] >>> TEST  @Epoch: 848  >>> 
2023-09-22 02:35:20,521:	[Wall TIME] >>> ChiefCoach.train takes 9.213099 seconds ...
2023-09-22 02:35:20,548:	[Coach] >>> TRAIN @Epoch: 849  >>>  || LOSS Avg: 0.07832
2023-09-22 02:35:20,548:	[Coach] >>> VALID @Epoch: 849  >>> 
2023-09-22 02:35:20,548:	[Coach] >>> TEST  @Epoch: 849  >>> 
2023-09-22 02:35:30,296:	[Wall TIME] >>> ChiefCoach.train takes 9.747849 seconds ...
2023-09-22 02:35:32,529:	[Wall TIME] >>> ChiefCoach.valid takes 2.207940 seconds ...
2023-09-22 02:35:32,529:	[Coach] >>> TRAIN @Epoch: 850  >>>  || LOSS Avg: 0.07834
2023-09-22 02:35:32,529:	[Coach] >>> VALID @Epoch: 850  >>>  || HITRATE@1 Avg: 0.0136 || HITRATE@5 Avg: 0.0536 || HITRATE@10 Avg: 0.0945 || NDCG@5 Avg: 0.0339 || NDCG@10 Avg: 0.0469
2023-09-22 02:35:32,530:	[Coach] >>> TEST  @Epoch: 850  >>> 
2023-09-22 02:35:42,133:	[Wall TIME] >>> ChiefCoach.train takes 9.603579 seconds ...
2023-09-22 02:35:42,160:	[Coach] >>> TRAIN @Epoch: 851  >>>  || LOSS Avg: 0.07819
2023-09-22 02:35:42,160:	[Coach] >>> VALID @Epoch: 851  >>> 
2023-09-22 02:35:42,160:	[Coach] >>> TEST  @Epoch: 851  >>> 
2023-09-22 02:35:52,499:	[Wall TIME] >>> ChiefCoach.train takes 10.338925 seconds ...
2023-09-22 02:35:52,525:	[Coach] >>> TRAIN @Epoch: 852  >>>  || LOSS Avg: 0.07794
2023-09-22 02:35:52,525:	[Coach] >>> VALID @Epoch: 852  >>> 
2023-09-22 02:35:52,525:	[Coach] >>> TEST  @Epoch: 852  >>> 
2023-09-22 02:36:02,540:	[Wall TIME] >>> ChiefCoach.train takes 10.014337 seconds ...
2023-09-22 02:36:02,564:	[Coach] >>> TRAIN @Epoch: 853  >>>  || LOSS Avg: 0.07835
2023-09-22 02:36:02,565:	[Coach] >>> VALID @Epoch: 853  >>> 
2023-09-22 02:36:02,565:	[Coach] >>> TEST  @Epoch: 853  >>> 
2023-09-22 02:36:12,730:	[Wall TIME] >>> ChiefCoach.train takes 10.165119 seconds ...
2023-09-22 02:36:12,758:	[Coach] >>> TRAIN @Epoch: 854  >>>  || LOSS Avg: 0.07836
2023-09-22 02:36:12,758:	[Coach] >>> VALID @Epoch: 854  >>> 
2023-09-22 02:36:12,758:	[Coach] >>> TEST  @Epoch: 854  >>> 
2023-09-22 02:36:23,363:	[Wall TIME] >>> ChiefCoach.train takes 10.605159 seconds ...
2023-09-22 02:36:25,562:	[Wall TIME] >>> ChiefCoach.valid takes 2.171885 seconds ...
2023-09-22 02:36:25,563:	[Coach] >>> TRAIN @Epoch: 855  >>>  || LOSS Avg: 0.07808
2023-09-22 02:36:25,563:	[Coach] >>> VALID @Epoch: 855  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0543 || HITRATE@10 Avg: 0.0940 || NDCG@5 Avg: 0.0347 || NDCG@10 Avg: 0.0474
2023-09-22 02:36:25,563:	[Coach] >>> TEST  @Epoch: 855  >>> 
2023-09-22 02:36:35,313:	[Wall TIME] >>> ChiefCoach.train takes 9.750036 seconds ...
2023-09-22 02:36:35,340:	[Coach] >>> TRAIN @Epoch: 856  >>>  || LOSS Avg: 0.07826
2023-09-22 02:36:35,340:	[Coach] >>> VALID @Epoch: 856  >>> 
2023-09-22 02:36:35,340:	[Coach] >>> TEST  @Epoch: 856  >>> 
2023-09-22 02:36:46,617:	[Wall TIME] >>> ChiefCoach.train takes 11.276170 seconds ...
2023-09-22 02:36:46,641:	[Coach] >>> TRAIN @Epoch: 857  >>>  || LOSS Avg: 0.07799
2023-09-22 02:36:46,641:	[Coach] >>> VALID @Epoch: 857  >>> 
2023-09-22 02:36:46,642:	[Coach] >>> TEST  @Epoch: 857  >>> 
2023-09-22 02:36:56,259:	[Wall TIME] >>> ChiefCoach.train takes 9.617334 seconds ...
2023-09-22 02:36:56,294:	[Coach] >>> TRAIN @Epoch: 858  >>>  || LOSS Avg: 0.07828
2023-09-22 02:36:56,294:	[Coach] >>> VALID @Epoch: 858  >>> 
2023-09-22 02:36:56,294:	[Coach] >>> TEST  @Epoch: 858  >>> 
2023-09-22 02:37:06,594:	[Wall TIME] >>> ChiefCoach.train takes 10.299501 seconds ...
2023-09-22 02:37:06,625:	[Coach] >>> TRAIN @Epoch: 859  >>>  || LOSS Avg: 0.07845
2023-09-22 02:37:06,625:	[Coach] >>> VALID @Epoch: 859  >>> 
2023-09-22 02:37:06,625:	[Coach] >>> TEST  @Epoch: 859  >>> 
2023-09-22 02:37:16,841:	[Wall TIME] >>> ChiefCoach.train takes 10.215540 seconds ...
2023-09-22 02:37:19,004:	[Wall TIME] >>> ChiefCoach.valid takes 2.136484 seconds ...
2023-09-22 02:37:19,004:	[Coach] >>> TRAIN @Epoch: 860  >>>  || LOSS Avg: 0.07792
2023-09-22 02:37:19,005:	[Coach] >>> VALID @Epoch: 860  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0565 || HITRATE@10 Avg: 0.0952 || NDCG@5 Avg: 0.0350 || NDCG@10 Avg: 0.0474
2023-09-22 02:37:19,005:	[Coach] >>> TEST  @Epoch: 860  >>> 
2023-09-22 02:37:29,362:	[Wall TIME] >>> ChiefCoach.train takes 10.356824 seconds ...
2023-09-22 02:37:29,400:	[Coach] >>> TRAIN @Epoch: 861  >>>  || LOSS Avg: 0.07815
2023-09-22 02:37:29,400:	[Coach] >>> VALID @Epoch: 861  >>> 
2023-09-22 02:37:29,401:	[Coach] >>> TEST  @Epoch: 861  >>> 
2023-09-22 02:37:39,571:	[Wall TIME] >>> ChiefCoach.train takes 10.170120 seconds ...
2023-09-22 02:37:39,599:	[Coach] >>> TRAIN @Epoch: 862  >>>  || LOSS Avg: 0.07815
2023-09-22 02:37:39,600:	[Coach] >>> VALID @Epoch: 862  >>> 
2023-09-22 02:37:39,600:	[Coach] >>> TEST  @Epoch: 862  >>> 
2023-09-22 02:37:50,519:	[Wall TIME] >>> ChiefCoach.train takes 10.919215 seconds ...
2023-09-22 02:37:50,545:	[Coach] >>> TRAIN @Epoch: 863  >>>  || LOSS Avg: 0.07839
2023-09-22 02:37:50,546:	[Coach] >>> VALID @Epoch: 863  >>> 
2023-09-22 02:37:50,546:	[Coach] >>> TEST  @Epoch: 863  >>> 
2023-09-22 02:38:00,727:	[Wall TIME] >>> ChiefCoach.train takes 10.180917 seconds ...
2023-09-22 02:38:00,756:	[Coach] >>> TRAIN @Epoch: 864  >>>  || LOSS Avg: 0.07826
2023-09-22 02:38:00,756:	[Coach] >>> VALID @Epoch: 864  >>> 
2023-09-22 02:38:00,757:	[Coach] >>> TEST  @Epoch: 864  >>> 
2023-09-22 02:38:11,746:	[Wall TIME] >>> ChiefCoach.train takes 10.989061 seconds ...
2023-09-22 02:38:13,942:	[Wall TIME] >>> ChiefCoach.valid takes 2.167659 seconds ...
2023-09-22 02:38:13,942:	[Coach] >>> TRAIN @Epoch: 865  >>>  || LOSS Avg: 0.07881
2023-09-22 02:38:13,942:	[Coach] >>> VALID @Epoch: 865  >>>  || HITRATE@1 Avg: 0.0156 || HITRATE@5 Avg: 0.0528 || HITRATE@10 Avg: 0.0906 || NDCG@5 Avg: 0.0344 || NDCG@10 Avg: 0.0465
2023-09-22 02:38:13,943:	[Coach] >>> TEST  @Epoch: 865  >>> 
2023-09-22 02:38:25,211:	[Wall TIME] >>> ChiefCoach.train takes 11.268694 seconds ...
2023-09-22 02:38:25,239:	[Coach] >>> TRAIN @Epoch: 866  >>>  || LOSS Avg: 0.07798
2023-09-22 02:38:25,239:	[Coach] >>> VALID @Epoch: 866  >>> 
2023-09-22 02:38:25,239:	[Coach] >>> TEST  @Epoch: 866  >>> 
2023-09-22 02:38:35,228:	[Wall TIME] >>> ChiefCoach.train takes 9.988678 seconds ...
2023-09-22 02:38:35,257:	[Coach] >>> TRAIN @Epoch: 867  >>>  || LOSS Avg: 0.07826
2023-09-22 02:38:35,257:	[Coach] >>> VALID @Epoch: 867  >>> 
2023-09-22 02:38:35,257:	[Coach] >>> TEST  @Epoch: 867  >>> 
2023-09-22 02:38:45,427:	[Wall TIME] >>> ChiefCoach.train takes 10.169731 seconds ...
2023-09-22 02:38:45,458:	[Coach] >>> TRAIN @Epoch: 868  >>>  || LOSS Avg: 0.07843
2023-09-22 02:38:45,458:	[Coach] >>> VALID @Epoch: 868  >>> 
2023-09-22 02:38:45,458:	[Coach] >>> TEST  @Epoch: 868  >>> 
2023-09-22 02:38:55,351:	[Wall TIME] >>> ChiefCoach.train takes 9.892648 seconds ...
2023-09-22 02:38:55,378:	[Coach] >>> TRAIN @Epoch: 869  >>>  || LOSS Avg: 0.07807
2023-09-22 02:38:55,378:	[Coach] >>> VALID @Epoch: 869  >>> 
2023-09-22 02:38:55,378:	[Coach] >>> TEST  @Epoch: 869  >>> 
2023-09-22 02:39:04,892:	[Wall TIME] >>> ChiefCoach.train takes 9.514345 seconds ...
2023-09-22 02:39:07,108:	[Wall TIME] >>> ChiefCoach.valid takes 2.188002 seconds ...
2023-09-22 02:39:07,109:	[Coach] >>> TRAIN @Epoch: 870  >>>  || LOSS Avg: 0.07808
2023-09-22 02:39:07,109:	[Coach] >>> VALID @Epoch: 870  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0533 || HITRATE@10 Avg: 0.0927 || NDCG@5 Avg: 0.0344 || NDCG@10 Avg: 0.0469
2023-09-22 02:39:07,109:	[Coach] >>> TEST  @Epoch: 870  >>> 
2023-09-22 02:39:16,975:	[Wall TIME] >>> ChiefCoach.train takes 9.866209 seconds ...
2023-09-22 02:39:17,002:	[Coach] >>> TRAIN @Epoch: 871  >>>  || LOSS Avg: 0.07830
2023-09-22 02:39:17,002:	[Coach] >>> VALID @Epoch: 871  >>> 
2023-09-22 02:39:17,002:	[Coach] >>> TEST  @Epoch: 871  >>> 
2023-09-22 02:39:27,477:	[Wall TIME] >>> ChiefCoach.train takes 10.474518 seconds ...
2023-09-22 02:39:27,510:	[Coach] >>> TRAIN @Epoch: 872  >>>  || LOSS Avg: 0.07807
2023-09-22 02:39:27,510:	[Coach] >>> VALID @Epoch: 872  >>> 
2023-09-22 02:39:27,510:	[Coach] >>> TEST  @Epoch: 872  >>> 
2023-09-22 02:39:37,740:	[Wall TIME] >>> ChiefCoach.train takes 10.230232 seconds ...
2023-09-22 02:39:37,765:	[Coach] >>> TRAIN @Epoch: 873  >>>  || LOSS Avg: 0.07819
2023-09-22 02:39:37,765:	[Coach] >>> VALID @Epoch: 873  >>> 
2023-09-22 02:39:37,765:	[Coach] >>> TEST  @Epoch: 873  >>> 
2023-09-22 02:39:48,398:	[Wall TIME] >>> ChiefCoach.train takes 10.632975 seconds ...
2023-09-22 02:39:48,425:	[Coach] >>> TRAIN @Epoch: 874  >>>  || LOSS Avg: 0.07835
2023-09-22 02:39:48,426:	[Coach] >>> VALID @Epoch: 874  >>> 
2023-09-22 02:39:48,426:	[Coach] >>> TEST  @Epoch: 874  >>> 
2023-09-22 02:39:58,554:	[Wall TIME] >>> ChiefCoach.train takes 10.128703 seconds ...
2023-09-22 02:40:00,656:	[Wall TIME] >>> ChiefCoach.valid takes 2.073766 seconds ...
2023-09-22 02:40:00,656:	[Coach] >>> TRAIN @Epoch: 875  >>>  || LOSS Avg: 0.07798
2023-09-22 02:40:00,656:	[Coach] >>> VALID @Epoch: 875  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0558 || HITRATE@10 Avg: 0.0929 || NDCG@5 Avg: 0.0355 || NDCG@10 Avg: 0.0473
2023-09-22 02:40:00,656:	[Coach] >>> TEST  @Epoch: 875  >>> 
2023-09-22 02:40:10,802:	[Wall TIME] >>> ChiefCoach.train takes 10.146026 seconds ...
2023-09-22 02:40:10,831:	[Coach] >>> TRAIN @Epoch: 876  >>>  || LOSS Avg: 0.07817
2023-09-22 02:40:10,831:	[Coach] >>> VALID @Epoch: 876  >>> 
2023-09-22 02:40:10,831:	[Coach] >>> TEST  @Epoch: 876  >>> 
2023-09-22 02:40:21,114:	[Wall TIME] >>> ChiefCoach.train takes 10.282700 seconds ...
2023-09-22 02:40:21,140:	[Coach] >>> TRAIN @Epoch: 877  >>>  || LOSS Avg: 0.07807
2023-09-22 02:40:21,140:	[Coach] >>> VALID @Epoch: 877  >>> 
2023-09-22 02:40:21,140:	[Coach] >>> TEST  @Epoch: 877  >>> 
2023-09-22 02:40:31,142:	[Wall TIME] >>> ChiefCoach.train takes 10.001371 seconds ...
2023-09-22 02:40:31,168:	[Coach] >>> TRAIN @Epoch: 878  >>>  || LOSS Avg: 0.07823
2023-09-22 02:40:31,168:	[Coach] >>> VALID @Epoch: 878  >>> 
2023-09-22 02:40:31,168:	[Coach] >>> TEST  @Epoch: 878  >>> 
2023-09-22 02:40:41,032:	[Wall TIME] >>> ChiefCoach.train takes 9.864249 seconds ...
2023-09-22 02:40:41,062:	[Coach] >>> TRAIN @Epoch: 879  >>>  || LOSS Avg: 0.07816
2023-09-22 02:40:41,062:	[Coach] >>> VALID @Epoch: 879  >>> 
2023-09-22 02:40:41,062:	[Coach] >>> TEST  @Epoch: 879  >>> 
2023-09-22 02:40:50,657:	[Wall TIME] >>> ChiefCoach.train takes 9.594483 seconds ...
2023-09-22 02:40:52,835:	[Wall TIME] >>> ChiefCoach.valid takes 2.142341 seconds ...
2023-09-22 02:40:52,835:	[Coach] >>> TRAIN @Epoch: 880  >>>  || LOSS Avg: 0.07794
2023-09-22 02:40:52,836:	[Coach] >>> VALID @Epoch: 880  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0536 || HITRATE@10 Avg: 0.0927 || NDCG@5 Avg: 0.0343 || NDCG@10 Avg: 0.0468
2023-09-22 02:40:52,836:	[Coach] >>> TEST  @Epoch: 880  >>> 
2023-09-22 02:41:02,763:	[Wall TIME] >>> ChiefCoach.train takes 9.926539 seconds ...
2023-09-22 02:41:02,790:	[Coach] >>> TRAIN @Epoch: 881  >>>  || LOSS Avg: 0.07856
2023-09-22 02:41:02,790:	[Coach] >>> VALID @Epoch: 881  >>> 
2023-09-22 02:41:02,790:	[Coach] >>> TEST  @Epoch: 881  >>> 
2023-09-22 02:41:12,898:	[Wall TIME] >>> ChiefCoach.train takes 10.107661 seconds ...
2023-09-22 02:41:12,923:	[Coach] >>> TRAIN @Epoch: 882  >>>  || LOSS Avg: 0.07830
2023-09-22 02:41:12,923:	[Coach] >>> VALID @Epoch: 882  >>> 
2023-09-22 02:41:12,923:	[Coach] >>> TEST  @Epoch: 882  >>> 
2023-09-22 02:41:22,808:	[Wall TIME] >>> ChiefCoach.train takes 9.885336 seconds ...
2023-09-22 02:41:22,835:	[Coach] >>> TRAIN @Epoch: 883  >>>  || LOSS Avg: 0.07822
2023-09-22 02:41:22,835:	[Coach] >>> VALID @Epoch: 883  >>> 
2023-09-22 02:41:22,835:	[Coach] >>> TEST  @Epoch: 883  >>> 
2023-09-22 02:41:32,703:	[Wall TIME] >>> ChiefCoach.train takes 9.867579 seconds ...
2023-09-22 02:41:32,730:	[Coach] >>> TRAIN @Epoch: 884  >>>  || LOSS Avg: 0.07820
2023-09-22 02:41:32,731:	[Coach] >>> VALID @Epoch: 884  >>> 
2023-09-22 02:41:32,731:	[Coach] >>> TEST  @Epoch: 884  >>> 
2023-09-22 02:41:41,971:	[Wall TIME] >>> ChiefCoach.train takes 9.240709 seconds ...
2023-09-22 02:41:44,135:	[Wall TIME] >>> ChiefCoach.valid takes 2.137945 seconds ...
2023-09-22 02:41:44,136:	[Coach] >>> TRAIN @Epoch: 885  >>>  || LOSS Avg: 0.07791
2023-09-22 02:41:44,136:	[Coach] >>> VALID @Epoch: 885  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0556 || HITRATE@10 Avg: 0.0942 || NDCG@5 Avg: 0.0350 || NDCG@10 Avg: 0.0472
2023-09-22 02:41:44,136:	[Coach] >>> TEST  @Epoch: 885  >>> 
2023-09-22 02:41:53,965:	[Wall TIME] >>> ChiefCoach.train takes 9.828520 seconds ...
2023-09-22 02:41:54,001:	[Coach] >>> TRAIN @Epoch: 886  >>>  || LOSS Avg: 0.07870
2023-09-22 02:41:54,001:	[Coach] >>> VALID @Epoch: 886  >>> 
2023-09-22 02:41:54,001:	[Coach] >>> TEST  @Epoch: 886  >>> 
2023-09-22 02:42:04,181:	[Wall TIME] >>> ChiefCoach.train takes 10.179546 seconds ...
2023-09-22 02:42:04,207:	[Coach] >>> TRAIN @Epoch: 887  >>>  || LOSS Avg: 0.07825
2023-09-22 02:42:04,207:	[Coach] >>> VALID @Epoch: 887  >>> 
2023-09-22 02:42:04,208:	[Coach] >>> TEST  @Epoch: 887  >>> 
2023-09-22 02:42:13,877:	[Wall TIME] >>> ChiefCoach.train takes 9.668992 seconds ...
2023-09-22 02:42:13,907:	[Coach] >>> TRAIN @Epoch: 888  >>>  || LOSS Avg: 0.07802
2023-09-22 02:42:13,907:	[Coach] >>> VALID @Epoch: 888  >>> 
2023-09-22 02:42:13,907:	[Coach] >>> TEST  @Epoch: 888  >>> 
2023-09-22 02:42:23,841:	[Wall TIME] >>> ChiefCoach.train takes 9.934089 seconds ...
2023-09-22 02:42:23,865:	[Coach] >>> TRAIN @Epoch: 889  >>>  || LOSS Avg: 0.07839
2023-09-22 02:42:23,865:	[Coach] >>> VALID @Epoch: 889  >>> 
2023-09-22 02:42:23,865:	[Coach] >>> TEST  @Epoch: 889  >>> 
2023-09-22 02:42:33,791:	[Wall TIME] >>> ChiefCoach.train takes 9.924866 seconds ...
2023-09-22 02:42:35,939:	[Wall TIME] >>> ChiefCoach.valid takes 2.121701 seconds ...
2023-09-22 02:42:35,939:	[Coach] >>> TRAIN @Epoch: 890  >>>  || LOSS Avg: 0.07862
2023-09-22 02:42:35,939:	[Coach] >>> VALID @Epoch: 890  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0565 || HITRATE@10 Avg: 0.0927 || NDCG@5 Avg: 0.0355 || NDCG@10 Avg: 0.0470
2023-09-22 02:42:35,939:	[Coach] >>> TEST  @Epoch: 890  >>> 
2023-09-22 02:42:46,830:	[Wall TIME] >>> ChiefCoach.train takes 10.891176 seconds ...
2023-09-22 02:42:46,856:	[Coach] >>> TRAIN @Epoch: 891  >>>  || LOSS Avg: 0.07821
2023-09-22 02:42:46,856:	[Coach] >>> VALID @Epoch: 891  >>> 
2023-09-22 02:42:46,856:	[Coach] >>> TEST  @Epoch: 891  >>> 
2023-09-22 02:42:56,170:	[Wall TIME] >>> ChiefCoach.train takes 9.313429 seconds ...
2023-09-22 02:42:56,196:	[Coach] >>> TRAIN @Epoch: 892  >>>  || LOSS Avg: 0.07837
2023-09-22 02:42:56,196:	[Coach] >>> VALID @Epoch: 892  >>> 
2023-09-22 02:42:56,196:	[Coach] >>> TEST  @Epoch: 892  >>> 
2023-09-22 02:43:06,753:	[Wall TIME] >>> ChiefCoach.train takes 10.557439 seconds ...
2023-09-22 02:43:06,780:	[Coach] >>> TRAIN @Epoch: 893  >>>  || LOSS Avg: 0.07804
2023-09-22 02:43:06,780:	[Coach] >>> VALID @Epoch: 893  >>> 
2023-09-22 02:43:06,780:	[Coach] >>> TEST  @Epoch: 893  >>> 
2023-09-22 02:43:16,931:	[Wall TIME] >>> ChiefCoach.train takes 10.150745 seconds ...
2023-09-22 02:43:16,958:	[Coach] >>> TRAIN @Epoch: 894  >>>  || LOSS Avg: 0.07809
2023-09-22 02:43:16,958:	[Coach] >>> VALID @Epoch: 894  >>> 
2023-09-22 02:43:16,958:	[Coach] >>> TEST  @Epoch: 894  >>> 
2023-09-22 02:43:27,353:	[Wall TIME] >>> ChiefCoach.train takes 10.394755 seconds ...
2023-09-22 02:43:29,747:	[Wall TIME] >>> ChiefCoach.valid takes 2.367727 seconds ...
2023-09-22 02:43:29,747:	[Coach] >>> TRAIN @Epoch: 895  >>>  || LOSS Avg: 0.07824
2023-09-22 02:43:29,748:	[Coach] >>> VALID @Epoch: 895  >>>  || HITRATE@1 Avg: 0.0137 || HITRATE@5 Avg: 0.0536 || HITRATE@10 Avg: 0.0929 || NDCG@5 Avg: 0.0340 || NDCG@10 Avg: 0.0465
2023-09-22 02:43:29,748:	[Coach] >>> TEST  @Epoch: 895  >>> 
2023-09-22 02:43:38,873:	[Wall TIME] >>> ChiefCoach.train takes 9.124640 seconds ...
2023-09-22 02:43:38,898:	[Coach] >>> TRAIN @Epoch: 896  >>>  || LOSS Avg: 0.07802
2023-09-22 02:43:38,898:	[Coach] >>> VALID @Epoch: 896  >>> 
2023-09-22 02:43:38,898:	[Coach] >>> TEST  @Epoch: 896  >>> 
2023-09-22 02:43:48,350:	[Wall TIME] >>> ChiefCoach.train takes 9.452231 seconds ...
2023-09-22 02:43:48,376:	[Coach] >>> TRAIN @Epoch: 897  >>>  || LOSS Avg: 0.07800
2023-09-22 02:43:48,376:	[Coach] >>> VALID @Epoch: 897  >>> 
2023-09-22 02:43:48,376:	[Coach] >>> TEST  @Epoch: 897  >>> 
2023-09-22 02:43:58,149:	[Wall TIME] >>> ChiefCoach.train takes 9.772779 seconds ...
2023-09-22 02:43:58,179:	[Coach] >>> TRAIN @Epoch: 898  >>>  || LOSS Avg: 0.07854
2023-09-22 02:43:58,179:	[Coach] >>> VALID @Epoch: 898  >>> 
2023-09-22 02:43:58,179:	[Coach] >>> TEST  @Epoch: 898  >>> 
2023-09-22 02:44:07,922:	[Wall TIME] >>> ChiefCoach.train takes 9.742318 seconds ...
2023-09-22 02:44:07,948:	[Coach] >>> TRAIN @Epoch: 899  >>>  || LOSS Avg: 0.07847
2023-09-22 02:44:07,948:	[Coach] >>> VALID @Epoch: 899  >>> 
2023-09-22 02:44:07,948:	[Coach] >>> TEST  @Epoch: 899  >>> 
2023-09-22 02:44:17,041:	[Wall TIME] >>> ChiefCoach.train takes 9.092743 seconds ...
2023-09-22 02:44:19,306:	[Wall TIME] >>> ChiefCoach.valid takes 2.239622 seconds ...
2023-09-22 02:44:19,307:	[Coach] >>> TRAIN @Epoch: 900  >>>  || LOSS Avg: 0.07839
2023-09-22 02:44:19,307:	[Coach] >>> VALID @Epoch: 900  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0530 || HITRATE@10 Avg: 0.0934 || NDCG@5 Avg: 0.0335 || NDCG@10 Avg: 0.0464
2023-09-22 02:44:19,307:	[Coach] >>> TEST  @Epoch: 900  >>> 
2023-09-22 02:44:29,261:	[Wall TIME] >>> ChiefCoach.train takes 9.954125 seconds ...
2023-09-22 02:44:29,287:	[Coach] >>> TRAIN @Epoch: 901  >>>  || LOSS Avg: 0.07818
2023-09-22 02:44:29,287:	[Coach] >>> VALID @Epoch: 901  >>> 
2023-09-22 02:44:29,287:	[Coach] >>> TEST  @Epoch: 901  >>> 
2023-09-22 02:44:39,004:	[Wall TIME] >>> ChiefCoach.train takes 9.716520 seconds ...
2023-09-22 02:44:39,031:	[Coach] >>> TRAIN @Epoch: 902  >>>  || LOSS Avg: 0.07831
2023-09-22 02:44:39,031:	[Coach] >>> VALID @Epoch: 902  >>> 
2023-09-22 02:44:39,031:	[Coach] >>> TEST  @Epoch: 902  >>> 
2023-09-22 02:44:49,140:	[Wall TIME] >>> ChiefCoach.train takes 10.108910 seconds ...
2023-09-22 02:44:49,166:	[Coach] >>> TRAIN @Epoch: 903  >>>  || LOSS Avg: 0.07806
2023-09-22 02:44:49,166:	[Coach] >>> VALID @Epoch: 903  >>> 
2023-09-22 02:44:49,166:	[Coach] >>> TEST  @Epoch: 903  >>> 
2023-09-22 02:44:58,859:	[Wall TIME] >>> ChiefCoach.train takes 9.692576 seconds ...
2023-09-22 02:44:58,885:	[Coach] >>> TRAIN @Epoch: 904  >>>  || LOSS Avg: 0.07824
2023-09-22 02:44:58,885:	[Coach] >>> VALID @Epoch: 904  >>> 
2023-09-22 02:44:58,885:	[Coach] >>> TEST  @Epoch: 904  >>> 
2023-09-22 02:45:09,556:	[Wall TIME] >>> ChiefCoach.train takes 10.670485 seconds ...
2023-09-22 02:45:11,748:	[Wall TIME] >>> ChiefCoach.valid takes 2.156226 seconds ...
2023-09-22 02:45:11,748:	[Coach] >>> TRAIN @Epoch: 905  >>>  || LOSS Avg: 0.07816
2023-09-22 02:45:11,748:	[Coach] >>> VALID @Epoch: 905  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0530 || HITRATE@10 Avg: 0.0950 || NDCG@5 Avg: 0.0334 || NDCG@10 Avg: 0.0468
2023-09-22 02:45:11,748:	[Coach] >>> TEST  @Epoch: 905  >>> 
2023-09-22 02:45:21,362:	[Wall TIME] >>> ChiefCoach.train takes 9.613580 seconds ...
2023-09-22 02:45:21,389:	[Coach] >>> TRAIN @Epoch: 906  >>>  || LOSS Avg: 0.07806
2023-09-22 02:45:21,389:	[Coach] >>> VALID @Epoch: 906  >>> 
2023-09-22 02:45:21,389:	[Coach] >>> TEST  @Epoch: 906  >>> 
2023-09-22 02:45:31,738:	[Wall TIME] >>> ChiefCoach.train takes 10.348032 seconds ...
2023-09-22 02:45:31,763:	[Coach] >>> TRAIN @Epoch: 907  >>>  || LOSS Avg: 0.07798
2023-09-22 02:45:31,764:	[Coach] >>> VALID @Epoch: 907  >>> 
2023-09-22 02:45:31,764:	[Coach] >>> TEST  @Epoch: 907  >>> 
2023-09-22 02:45:43,060:	[Wall TIME] >>> ChiefCoach.train takes 11.295998 seconds ...
2023-09-22 02:45:43,097:	[Coach] >>> TRAIN @Epoch: 908  >>>  || LOSS Avg: 0.07813
2023-09-22 02:45:43,097:	[Coach] >>> VALID @Epoch: 908  >>> 
2023-09-22 02:45:43,098:	[Coach] >>> TEST  @Epoch: 908  >>> 
2023-09-22 02:45:53,554:	[Wall TIME] >>> ChiefCoach.train takes 10.455917 seconds ...
2023-09-22 02:45:53,581:	[Coach] >>> TRAIN @Epoch: 909  >>>  || LOSS Avg: 0.07821
2023-09-22 02:45:53,581:	[Coach] >>> VALID @Epoch: 909  >>> 
2023-09-22 02:45:53,581:	[Coach] >>> TEST  @Epoch: 909  >>> 
2023-09-22 02:46:03,870:	[Wall TIME] >>> ChiefCoach.train takes 10.288166 seconds ...
2023-09-22 02:46:06,140:	[Wall TIME] >>> ChiefCoach.valid takes 2.244407 seconds ...
2023-09-22 02:46:06,141:	[Coach] >>> TRAIN @Epoch: 910  >>>  || LOSS Avg: 0.07827
2023-09-22 02:46:06,141:	[Coach] >>> VALID @Epoch: 910  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0551 || HITRATE@10 Avg: 0.0960 || NDCG@5 Avg: 0.0350 || NDCG@10 Avg: 0.0481
2023-09-22 02:46:06,141:	[Coach] >>> TEST  @Epoch: 910  >>> 
2023-09-22 02:46:16,192:	[Wall TIME] >>> ChiefCoach.train takes 10.050538 seconds ...
2023-09-22 02:46:16,230:	[Coach] >>> TRAIN @Epoch: 911  >>>  || LOSS Avg: 0.07838
2023-09-22 02:46:16,230:	[Coach] >>> VALID @Epoch: 911  >>> 
2023-09-22 02:46:16,230:	[Coach] >>> TEST  @Epoch: 911  >>> 
2023-09-22 02:46:27,354:	[Wall TIME] >>> ChiefCoach.train takes 11.123371 seconds ...
2023-09-22 02:46:27,393:	[Coach] >>> TRAIN @Epoch: 912  >>>  || LOSS Avg: 0.07769
2023-09-22 02:46:27,393:	[Coach] >>> VALID @Epoch: 912  >>> 
2023-09-22 02:46:27,393:	[Coach] >>> TEST  @Epoch: 912  >>> 
2023-09-22 02:46:38,199:	[Wall TIME] >>> ChiefCoach.train takes 10.805333 seconds ...
2023-09-22 02:46:38,228:	[Coach] >>> TRAIN @Epoch: 913  >>>  || LOSS Avg: 0.07849
2023-09-22 02:46:38,228:	[Coach] >>> VALID @Epoch: 913  >>> 
2023-09-22 02:46:38,228:	[Coach] >>> TEST  @Epoch: 913  >>> 
2023-09-22 02:46:49,093:	[Wall TIME] >>> ChiefCoach.train takes 10.864449 seconds ...
2023-09-22 02:46:49,121:	[Coach] >>> TRAIN @Epoch: 914  >>>  || LOSS Avg: 0.07810
2023-09-22 02:46:49,122:	[Coach] >>> VALID @Epoch: 914  >>> 
2023-09-22 02:46:49,122:	[Coach] >>> TEST  @Epoch: 914  >>> 
2023-09-22 02:47:00,312:	[Wall TIME] >>> ChiefCoach.train takes 11.189495 seconds ...
2023-09-22 02:47:02,487:	[Wall TIME] >>> ChiefCoach.valid takes 2.145036 seconds ...
2023-09-22 02:47:02,488:	[Coach] >>> TRAIN @Epoch: 915  >>>  || LOSS Avg: 0.07834
2023-09-22 02:47:02,488:	[Coach] >>> VALID @Epoch: 915  >>>  || HITRATE@1 Avg: 0.0136 || HITRATE@5 Avg: 0.0546 || HITRATE@10 Avg: 0.0935 || NDCG@5 Avg: 0.0341 || NDCG@10 Avg: 0.0466
2023-09-22 02:47:02,488:	[Coach] >>> TEST  @Epoch: 915  >>> 
2023-09-22 02:47:13,473:	[Wall TIME] >>> ChiefCoach.train takes 10.984748 seconds ...
2023-09-22 02:47:13,502:	[Coach] >>> TRAIN @Epoch: 916  >>>  || LOSS Avg: 0.07810
2023-09-22 02:47:13,502:	[Coach] >>> VALID @Epoch: 916  >>> 
2023-09-22 02:47:13,502:	[Coach] >>> TEST  @Epoch: 916  >>> 
2023-09-22 02:47:24,377:	[Wall TIME] >>> ChiefCoach.train takes 10.874657 seconds ...
2023-09-22 02:47:24,402:	[Coach] >>> TRAIN @Epoch: 917  >>>  || LOSS Avg: 0.07778
2023-09-22 02:47:24,402:	[Coach] >>> VALID @Epoch: 917  >>> 
2023-09-22 02:47:24,402:	[Coach] >>> TEST  @Epoch: 917  >>> 
2023-09-22 02:47:35,461:	[Wall TIME] >>> ChiefCoach.train takes 11.058807 seconds ...
2023-09-22 02:47:35,501:	[Coach] >>> TRAIN @Epoch: 918  >>>  || LOSS Avg: 0.07839
2023-09-22 02:47:35,501:	[Coach] >>> VALID @Epoch: 918  >>> 
2023-09-22 02:47:35,501:	[Coach] >>> TEST  @Epoch: 918  >>> 
2023-09-22 02:47:45,354:	[Wall TIME] >>> ChiefCoach.train takes 9.852926 seconds ...
2023-09-22 02:47:45,383:	[Coach] >>> TRAIN @Epoch: 919  >>>  || LOSS Avg: 0.07791
2023-09-22 02:47:45,383:	[Coach] >>> VALID @Epoch: 919  >>> 
2023-09-22 02:47:45,383:	[Coach] >>> TEST  @Epoch: 919  >>> 
2023-09-22 02:47:55,014:	[Wall TIME] >>> ChiefCoach.train takes 9.630662 seconds ...
2023-09-22 02:47:57,229:	[Wall TIME] >>> ChiefCoach.valid takes 2.189495 seconds ...
2023-09-22 02:47:57,229:	[Coach] >>> TRAIN @Epoch: 920  >>>  || LOSS Avg: 0.07810
2023-09-22 02:47:57,229:	[Coach] >>> VALID @Epoch: 920  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0531 || HITRATE@10 Avg: 0.0959 || NDCG@5 Avg: 0.0340 || NDCG@10 Avg: 0.0476
2023-09-22 02:47:57,229:	[Coach] >>> TEST  @Epoch: 920  >>> 
2023-09-22 02:48:07,174:	[Wall TIME] >>> ChiefCoach.train takes 9.944196 seconds ...
2023-09-22 02:48:07,200:	[Coach] >>> TRAIN @Epoch: 921  >>>  || LOSS Avg: 0.07799
2023-09-22 02:48:07,200:	[Coach] >>> VALID @Epoch: 921  >>> 
2023-09-22 02:48:07,200:	[Coach] >>> TEST  @Epoch: 921  >>> 
2023-09-22 02:48:17,266:	[Wall TIME] >>> ChiefCoach.train takes 10.065470 seconds ...
2023-09-22 02:48:17,291:	[Coach] >>> TRAIN @Epoch: 922  >>>  || LOSS Avg: 0.07791
2023-09-22 02:48:17,292:	[Coach] >>> VALID @Epoch: 922  >>> 
2023-09-22 02:48:17,292:	[Coach] >>> TEST  @Epoch: 922  >>> 
2023-09-22 02:48:27,164:	[Wall TIME] >>> ChiefCoach.train takes 9.872519 seconds ...
2023-09-22 02:48:27,191:	[Coach] >>> TRAIN @Epoch: 923  >>>  || LOSS Avg: 0.07837
2023-09-22 02:48:27,191:	[Coach] >>> VALID @Epoch: 923  >>> 
2023-09-22 02:48:27,191:	[Coach] >>> TEST  @Epoch: 923  >>> 
2023-09-22 02:48:36,610:	[Wall TIME] >>> ChiefCoach.train takes 9.419322 seconds ...
2023-09-22 02:48:36,639:	[Coach] >>> TRAIN @Epoch: 924  >>>  || LOSS Avg: 0.07809
2023-09-22 02:48:36,639:	[Coach] >>> VALID @Epoch: 924  >>> 
2023-09-22 02:48:36,639:	[Coach] >>> TEST  @Epoch: 924  >>> 
2023-09-22 02:48:45,735:	[Wall TIME] >>> ChiefCoach.train takes 9.095495 seconds ...
2023-09-22 02:48:47,956:	[Wall TIME] >>> ChiefCoach.valid takes 2.194759 seconds ...
2023-09-22 02:48:47,956:	[Coach] >>> TRAIN @Epoch: 925  >>>  || LOSS Avg: 0.07817
2023-09-22 02:48:47,956:	[Coach] >>> VALID @Epoch: 925  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0541 || HITRATE@10 Avg: 0.0939 || NDCG@5 Avg: 0.0344 || NDCG@10 Avg: 0.0471
2023-09-22 02:48:47,956:	[Coach] >>> TEST  @Epoch: 925  >>> 
2023-09-22 02:48:57,498:	[Wall TIME] >>> ChiefCoach.train takes 9.541492 seconds ...
2023-09-22 02:48:57,524:	[Coach] >>> TRAIN @Epoch: 926  >>>  || LOSS Avg: 0.07798
2023-09-22 02:48:57,525:	[Coach] >>> VALID @Epoch: 926  >>> 
2023-09-22 02:48:57,525:	[Coach] >>> TEST  @Epoch: 926  >>> 
2023-09-22 02:49:07,850:	[Wall TIME] >>> ChiefCoach.train takes 10.324585 seconds ...
2023-09-22 02:49:07,878:	[Coach] >>> TRAIN @Epoch: 927  >>>  || LOSS Avg: 0.07896
2023-09-22 02:49:07,878:	[Coach] >>> VALID @Epoch: 927  >>> 
2023-09-22 02:49:07,879:	[Coach] >>> TEST  @Epoch: 927  >>> 
2023-09-22 02:49:18,791:	[Wall TIME] >>> ChiefCoach.train takes 10.911920 seconds ...
2023-09-22 02:49:18,827:	[Coach] >>> TRAIN @Epoch: 928  >>>  || LOSS Avg: 0.07845
2023-09-22 02:49:18,827:	[Coach] >>> VALID @Epoch: 928  >>> 
2023-09-22 02:49:18,827:	[Coach] >>> TEST  @Epoch: 928  >>> 
2023-09-22 02:49:29,968:	[Wall TIME] >>> ChiefCoach.train takes 11.140114 seconds ...
2023-09-22 02:49:29,993:	[Coach] >>> TRAIN @Epoch: 929  >>>  || LOSS Avg: 0.07818
2023-09-22 02:49:29,993:	[Coach] >>> VALID @Epoch: 929  >>> 
2023-09-22 02:49:29,993:	[Coach] >>> TEST  @Epoch: 929  >>> 
2023-09-22 02:49:40,331:	[Wall TIME] >>> ChiefCoach.train takes 10.337656 seconds ...
2023-09-22 02:49:42,568:	[Wall TIME] >>> ChiefCoach.valid takes 2.211969 seconds ...
2023-09-22 02:49:42,569:	[Coach] >>> TRAIN @Epoch: 930  >>>  || LOSS Avg: 0.07762
2023-09-22 02:49:42,569:	[Coach] >>> VALID @Epoch: 930  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0540 || HITRATE@10 Avg: 0.0970 || NDCG@5 Avg: 0.0341 || NDCG@10 Avg: 0.0478
2023-09-22 02:49:42,569:	[Coach] >>> TEST  @Epoch: 930  >>> 
2023-09-22 02:49:52,508:	[Wall TIME] >>> ChiefCoach.train takes 9.938787 seconds ...
2023-09-22 02:49:52,537:	[Coach] >>> TRAIN @Epoch: 931  >>>  || LOSS Avg: 0.07812
2023-09-22 02:49:52,537:	[Coach] >>> VALID @Epoch: 931  >>> 
2023-09-22 02:49:52,537:	[Coach] >>> TEST  @Epoch: 931  >>> 
2023-09-22 02:50:01,838:	[Wall TIME] >>> ChiefCoach.train takes 9.300522 seconds ...
2023-09-22 02:50:01,863:	[Coach] >>> TRAIN @Epoch: 932  >>>  || LOSS Avg: 0.07823
2023-09-22 02:50:01,864:	[Coach] >>> VALID @Epoch: 932  >>> 
2023-09-22 02:50:01,864:	[Coach] >>> TEST  @Epoch: 932  >>> 
2023-09-22 02:50:11,902:	[Wall TIME] >>> ChiefCoach.train takes 10.038239 seconds ...
2023-09-22 02:50:11,929:	[Coach] >>> TRAIN @Epoch: 933  >>>  || LOSS Avg: 0.07830
2023-09-22 02:50:11,930:	[Coach] >>> VALID @Epoch: 933  >>> 
2023-09-22 02:50:11,930:	[Coach] >>> TEST  @Epoch: 933  >>> 
2023-09-22 02:50:21,492:	[Wall TIME] >>> ChiefCoach.train takes 9.561898 seconds ...
2023-09-22 02:50:21,517:	[Coach] >>> TRAIN @Epoch: 934  >>>  || LOSS Avg: 0.07825
2023-09-22 02:50:21,518:	[Coach] >>> VALID @Epoch: 934  >>> 
2023-09-22 02:50:21,518:	[Coach] >>> TEST  @Epoch: 934  >>> 
2023-09-22 02:50:31,809:	[Wall TIME] >>> ChiefCoach.train takes 10.290769 seconds ...
2023-09-22 02:50:34,023:	[Wall TIME] >>> ChiefCoach.valid takes 2.172866 seconds ...
2023-09-22 02:50:34,024:	[Coach] >>> TRAIN @Epoch: 935  >>>  || LOSS Avg: 0.07789
2023-09-22 02:50:34,024:	[Coach] >>> VALID @Epoch: 935  >>>  || HITRATE@1 Avg: 0.0137 || HITRATE@5 Avg: 0.0536 || HITRATE@10 Avg: 0.0962 || NDCG@5 Avg: 0.0339 || NDCG@10 Avg: 0.0475
2023-09-22 02:50:34,024:	[Coach] >>> TEST  @Epoch: 935  >>> 
2023-09-22 02:50:43,848:	[Wall TIME] >>> ChiefCoach.train takes 9.823771 seconds ...
2023-09-22 02:50:43,874:	[Coach] >>> TRAIN @Epoch: 936  >>>  || LOSS Avg: 0.07818
2023-09-22 02:50:43,874:	[Coach] >>> VALID @Epoch: 936  >>> 
2023-09-22 02:50:43,875:	[Coach] >>> TEST  @Epoch: 936  >>> 
2023-09-22 02:50:54,248:	[Wall TIME] >>> ChiefCoach.train takes 10.373487 seconds ...
2023-09-22 02:50:54,275:	[Coach] >>> TRAIN @Epoch: 937  >>>  || LOSS Avg: 0.07794
2023-09-22 02:50:54,275:	[Coach] >>> VALID @Epoch: 937  >>> 
2023-09-22 02:50:54,276:	[Coach] >>> TEST  @Epoch: 937  >>> 
2023-09-22 02:51:04,402:	[Wall TIME] >>> ChiefCoach.train takes 10.126448 seconds ...
2023-09-22 02:51:04,429:	[Coach] >>> TRAIN @Epoch: 938  >>>  || LOSS Avg: 0.07851
2023-09-22 02:51:04,429:	[Coach] >>> VALID @Epoch: 938  >>> 
2023-09-22 02:51:04,429:	[Coach] >>> TEST  @Epoch: 938  >>> 
2023-09-22 02:51:14,465:	[Wall TIME] >>> ChiefCoach.train takes 10.035330 seconds ...
2023-09-22 02:51:14,490:	[Coach] >>> TRAIN @Epoch: 939  >>>  || LOSS Avg: 0.07796
2023-09-22 02:51:14,490:	[Coach] >>> VALID @Epoch: 939  >>> 
2023-09-22 02:51:14,490:	[Coach] >>> TEST  @Epoch: 939  >>> 
2023-09-22 02:51:24,256:	[Wall TIME] >>> ChiefCoach.train takes 9.766255 seconds ...
2023-09-22 02:51:26,476:	[Wall TIME] >>> ChiefCoach.valid takes 2.192776 seconds ...
2023-09-22 02:51:26,476:	[Coach] >>> TRAIN @Epoch: 940  >>>  || LOSS Avg: 0.07816
2023-09-22 02:51:26,476:	[Coach] >>> VALID @Epoch: 940  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0558 || HITRATE@10 Avg: 0.0935 || NDCG@5 Avg: 0.0346 || NDCG@10 Avg: 0.0466
2023-09-22 02:51:26,476:	[Coach] >>> TEST  @Epoch: 940  >>> 
2023-09-22 02:51:36,728:	[Wall TIME] >>> ChiefCoach.train takes 10.251866 seconds ...
2023-09-22 02:51:36,755:	[Coach] >>> TRAIN @Epoch: 941  >>>  || LOSS Avg: 0.07856
2023-09-22 02:51:36,755:	[Coach] >>> VALID @Epoch: 941  >>> 
2023-09-22 02:51:36,755:	[Coach] >>> TEST  @Epoch: 941  >>> 
2023-09-22 02:51:46,115:	[Wall TIME] >>> ChiefCoach.train takes 9.360328 seconds ...
2023-09-22 02:51:46,140:	[Coach] >>> TRAIN @Epoch: 942  >>>  || LOSS Avg: 0.07795
2023-09-22 02:51:46,140:	[Coach] >>> VALID @Epoch: 942  >>> 
2023-09-22 02:51:46,141:	[Coach] >>> TEST  @Epoch: 942  >>> 
2023-09-22 02:51:55,292:	[Wall TIME] >>> ChiefCoach.train takes 9.151801 seconds ...
2023-09-22 02:51:55,317:	[Coach] >>> TRAIN @Epoch: 943  >>>  || LOSS Avg: 0.07818
2023-09-22 02:51:55,317:	[Coach] >>> VALID @Epoch: 943  >>> 
2023-09-22 02:51:55,318:	[Coach] >>> TEST  @Epoch: 943  >>> 
2023-09-22 02:52:04,456:	[Wall TIME] >>> ChiefCoach.train takes 9.138482 seconds ...
2023-09-22 02:52:04,483:	[Coach] >>> TRAIN @Epoch: 944  >>>  || LOSS Avg: 0.07850
2023-09-22 02:52:04,483:	[Coach] >>> VALID @Epoch: 944  >>> 
2023-09-22 02:52:04,483:	[Coach] >>> TEST  @Epoch: 944  >>> 
2023-09-22 02:52:13,918:	[Wall TIME] >>> ChiefCoach.train takes 9.434488 seconds ...
2023-09-22 02:52:16,179:	[Wall TIME] >>> ChiefCoach.valid takes 2.236471 seconds ...
2023-09-22 02:52:16,180:	[Coach] >>> TRAIN @Epoch: 945  >>>  || LOSS Avg: 0.07802
2023-09-22 02:52:16,180:	[Coach] >>> VALID @Epoch: 945  >>>  || HITRATE@1 Avg: 0.0137 || HITRATE@5 Avg: 0.0541 || HITRATE@10 Avg: 0.0965 || NDCG@5 Avg: 0.0340 || NDCG@10 Avg: 0.0476
2023-09-22 02:52:16,180:	[Coach] >>> TEST  @Epoch: 945  >>> 
2023-09-22 02:52:25,654:	[Wall TIME] >>> ChiefCoach.train takes 9.474165 seconds ...
2023-09-22 02:52:25,692:	[Coach] >>> TRAIN @Epoch: 946  >>>  || LOSS Avg: 0.07824
2023-09-22 02:52:25,693:	[Coach] >>> VALID @Epoch: 946  >>> 
2023-09-22 02:52:25,693:	[Coach] >>> TEST  @Epoch: 946  >>> 
2023-09-22 02:52:36,264:	[Wall TIME] >>> ChiefCoach.train takes 10.570575 seconds ...
2023-09-22 02:52:36,292:	[Coach] >>> TRAIN @Epoch: 947  >>>  || LOSS Avg: 0.07796
2023-09-22 02:52:36,292:	[Coach] >>> VALID @Epoch: 947  >>> 
2023-09-22 02:52:36,292:	[Coach] >>> TEST  @Epoch: 947  >>> 
2023-09-22 02:52:46,807:	[Wall TIME] >>> ChiefCoach.train takes 10.514601 seconds ...
2023-09-22 02:52:46,832:	[Coach] >>> TRAIN @Epoch: 948  >>>  || LOSS Avg: 0.07805
2023-09-22 02:52:46,832:	[Coach] >>> VALID @Epoch: 948  >>> 
2023-09-22 02:52:46,832:	[Coach] >>> TEST  @Epoch: 948  >>> 
2023-09-22 02:52:56,869:	[Wall TIME] >>> ChiefCoach.train takes 10.037184 seconds ...
2023-09-22 02:52:56,897:	[Coach] >>> TRAIN @Epoch: 949  >>>  || LOSS Avg: 0.07783
2023-09-22 02:52:56,897:	[Coach] >>> VALID @Epoch: 949  >>> 
2023-09-22 02:52:56,897:	[Coach] >>> TEST  @Epoch: 949  >>> 
2023-09-22 02:53:06,278:	[Wall TIME] >>> ChiefCoach.train takes 9.380713 seconds ...
2023-09-22 02:53:08,542:	[Wall TIME] >>> ChiefCoach.valid takes 2.236865 seconds ...
2023-09-22 02:53:08,543:	[Coach] >>> TRAIN @Epoch: 950  >>>  || LOSS Avg: 0.07826
2023-09-22 02:53:08,543:	[Coach] >>> VALID @Epoch: 950  >>>  || HITRATE@1 Avg: 0.0137 || HITRATE@5 Avg: 0.0553 || HITRATE@10 Avg: 0.0960 || NDCG@5 Avg: 0.0345 || NDCG@10 Avg: 0.0476
2023-09-22 02:53:08,543:	[Coach] >>> TEST  @Epoch: 950  >>> 
2023-09-22 02:53:17,796:	[Wall TIME] >>> ChiefCoach.train takes 9.252563 seconds ...
2023-09-22 02:53:17,831:	[Coach] >>> TRAIN @Epoch: 951  >>>  || LOSS Avg: 0.07826
2023-09-22 02:53:17,832:	[Coach] >>> VALID @Epoch: 951  >>> 
2023-09-22 02:53:17,832:	[Coach] >>> TEST  @Epoch: 951  >>> 
2023-09-22 02:53:27,890:	[Wall TIME] >>> ChiefCoach.train takes 10.058326 seconds ...
2023-09-22 02:53:27,925:	[Coach] >>> TRAIN @Epoch: 952  >>>  || LOSS Avg: 0.07819
2023-09-22 02:53:27,925:	[Coach] >>> VALID @Epoch: 952  >>> 
2023-09-22 02:53:27,925:	[Coach] >>> TEST  @Epoch: 952  >>> 
2023-09-22 02:53:37,665:	[Wall TIME] >>> ChiefCoach.train takes 9.739722 seconds ...
2023-09-22 02:53:37,701:	[Coach] >>> TRAIN @Epoch: 953  >>>  || LOSS Avg: 0.07766
2023-09-22 02:53:37,702:	[Coach] >>> VALID @Epoch: 953  >>> 
2023-09-22 02:53:37,702:	[Coach] >>> TEST  @Epoch: 953  >>> 
2023-09-22 02:53:46,510:	[Wall TIME] >>> ChiefCoach.train takes 8.808111 seconds ...
2023-09-22 02:53:46,535:	[Coach] >>> TRAIN @Epoch: 954  >>>  || LOSS Avg: 0.07788
2023-09-22 02:53:46,535:	[Coach] >>> VALID @Epoch: 954  >>> 
2023-09-22 02:53:46,535:	[Coach] >>> TEST  @Epoch: 954  >>> 
2023-09-22 02:53:56,367:	[Wall TIME] >>> ChiefCoach.train takes 9.831532 seconds ...
2023-09-22 02:53:58,618:	[Wall TIME] >>> ChiefCoach.valid takes 2.217280 seconds ...
2023-09-22 02:53:58,618:	[Coach] >>> TRAIN @Epoch: 955  >>>  || LOSS Avg: 0.07782
2023-09-22 02:53:58,618:	[Coach] >>> VALID @Epoch: 955  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0551 || HITRATE@10 Avg: 0.0960 || NDCG@5 Avg: 0.0343 || NDCG@10 Avg: 0.0472
2023-09-22 02:53:58,618:	[Coach] >>> TEST  @Epoch: 955  >>> 
2023-09-22 02:54:09,006:	[Wall TIME] >>> ChiefCoach.train takes 10.387937 seconds ...
2023-09-22 02:54:09,031:	[Coach] >>> TRAIN @Epoch: 956  >>>  || LOSS Avg: 0.07815
2023-09-22 02:54:09,032:	[Coach] >>> VALID @Epoch: 956  >>> 
2023-09-22 02:54:09,032:	[Coach] >>> TEST  @Epoch: 956  >>> 
2023-09-22 02:54:18,827:	[Wall TIME] >>> ChiefCoach.train takes 9.795596 seconds ...
2023-09-22 02:54:18,854:	[Coach] >>> TRAIN @Epoch: 957  >>>  || LOSS Avg: 0.07781
2023-09-22 02:54:18,854:	[Coach] >>> VALID @Epoch: 957  >>> 
2023-09-22 02:54:18,854:	[Coach] >>> TEST  @Epoch: 957  >>> 
2023-09-22 02:54:28,619:	[Wall TIME] >>> ChiefCoach.train takes 9.764662 seconds ...
2023-09-22 02:54:28,644:	[Coach] >>> TRAIN @Epoch: 958  >>>  || LOSS Avg: 0.07810
2023-09-22 02:54:28,645:	[Coach] >>> VALID @Epoch: 958  >>> 
2023-09-22 02:54:28,645:	[Coach] >>> TEST  @Epoch: 958  >>> 
2023-09-22 02:54:37,830:	[Wall TIME] >>> ChiefCoach.train takes 9.185209 seconds ...
2023-09-22 02:54:37,858:	[Coach] >>> TRAIN @Epoch: 959  >>>  || LOSS Avg: 0.07772
2023-09-22 02:54:37,858:	[Coach] >>> VALID @Epoch: 959  >>> 
2023-09-22 02:54:37,858:	[Coach] >>> TEST  @Epoch: 959  >>> 
2023-09-22 02:54:47,493:	[Wall TIME] >>> ChiefCoach.train takes 9.634815 seconds ...
2023-09-22 02:54:49,730:	[Wall TIME] >>> ChiefCoach.valid takes 2.210907 seconds ...
2023-09-22 02:54:49,731:	[Coach] >>> TRAIN @Epoch: 960  >>>  || LOSS Avg: 0.07814
2023-09-22 02:54:49,731:	[Coach] >>> VALID @Epoch: 960  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0551 || HITRATE@10 Avg: 0.0964 || NDCG@5 Avg: 0.0344 || NDCG@10 Avg: 0.0476
2023-09-22 02:54:49,731:	[Coach] >>> TEST  @Epoch: 960  >>> 
2023-09-22 02:54:58,906:	[Wall TIME] >>> ChiefCoach.train takes 9.175025 seconds ...
2023-09-22 02:54:58,932:	[Coach] >>> TRAIN @Epoch: 961  >>>  || LOSS Avg: 0.07771
2023-09-22 02:54:58,933:	[Coach] >>> VALID @Epoch: 961  >>> 
2023-09-22 02:54:58,933:	[Coach] >>> TEST  @Epoch: 961  >>> 
2023-09-22 02:55:08,689:	[Wall TIME] >>> ChiefCoach.train takes 9.755980 seconds ...
2023-09-22 02:55:08,713:	[Coach] >>> TRAIN @Epoch: 962  >>>  || LOSS Avg: 0.07816
2023-09-22 02:55:08,713:	[Coach] >>> VALID @Epoch: 962  >>> 
2023-09-22 02:55:08,713:	[Coach] >>> TEST  @Epoch: 962  >>> 
2023-09-22 02:55:18,997:	[Wall TIME] >>> ChiefCoach.train takes 10.283610 seconds ...
2023-09-22 02:55:19,021:	[Coach] >>> TRAIN @Epoch: 963  >>>  || LOSS Avg: 0.07819
2023-09-22 02:55:19,021:	[Coach] >>> VALID @Epoch: 963  >>> 
2023-09-22 02:55:19,021:	[Coach] >>> TEST  @Epoch: 963  >>> 
2023-09-22 02:55:28,504:	[Wall TIME] >>> ChiefCoach.train takes 9.483332 seconds ...
2023-09-22 02:55:28,528:	[Coach] >>> TRAIN @Epoch: 964  >>>  || LOSS Avg: 0.07777
2023-09-22 02:55:28,528:	[Coach] >>> VALID @Epoch: 964  >>> 
2023-09-22 02:55:28,528:	[Coach] >>> TEST  @Epoch: 964  >>> 
2023-09-22 02:55:38,812:	[Wall TIME] >>> ChiefCoach.train takes 10.284149 seconds ...
2023-09-22 02:55:40,951:	[Wall TIME] >>> ChiefCoach.valid takes 2.113024 seconds ...
2023-09-22 02:55:40,951:	[Coach] >>> Better ***NDCG@10*** of ***0.0488*** 
2023-09-22 02:55:40,957:	[Coach] >>> TRAIN @Epoch: 965  >>>  || LOSS Avg: 0.07786
2023-09-22 02:55:40,958:	[Coach] >>> VALID @Epoch: 965  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0526 || HITRATE@10 Avg: 0.0990 || NDCG@5 Avg: 0.0340 || NDCG@10 Avg: 0.0488
2023-09-22 02:55:40,958:	[Coach] >>> TEST  @Epoch: 965  >>> 
2023-09-22 02:55:50,496:	[Wall TIME] >>> ChiefCoach.train takes 9.538477 seconds ...
2023-09-22 02:55:50,521:	[Coach] >>> TRAIN @Epoch: 966  >>>  || LOSS Avg: 0.07785
2023-09-22 02:55:50,521:	[Coach] >>> VALID @Epoch: 966  >>> 
2023-09-22 02:55:50,521:	[Coach] >>> TEST  @Epoch: 966  >>> 
2023-09-22 02:56:00,889:	[Wall TIME] >>> ChiefCoach.train takes 10.367609 seconds ...
2023-09-22 02:56:00,927:	[Coach] >>> TRAIN @Epoch: 967  >>>  || LOSS Avg: 0.07803
2023-09-22 02:56:00,928:	[Coach] >>> VALID @Epoch: 967  >>> 
2023-09-22 02:56:00,928:	[Coach] >>> TEST  @Epoch: 967  >>> 
2023-09-22 02:56:09,783:	[Wall TIME] >>> ChiefCoach.train takes 8.855476 seconds ...
2023-09-22 02:56:09,818:	[Coach] >>> TRAIN @Epoch: 968  >>>  || LOSS Avg: 0.07767
2023-09-22 02:56:09,819:	[Coach] >>> VALID @Epoch: 968  >>> 
2023-09-22 02:56:09,819:	[Coach] >>> TEST  @Epoch: 968  >>> 
2023-09-22 02:56:19,320:	[Wall TIME] >>> ChiefCoach.train takes 9.501434 seconds ...
2023-09-22 02:56:19,346:	[Coach] >>> TRAIN @Epoch: 969  >>>  || LOSS Avg: 0.07776
2023-09-22 02:56:19,347:	[Coach] >>> VALID @Epoch: 969  >>> 
2023-09-22 02:56:19,347:	[Coach] >>> TEST  @Epoch: 969  >>> 
2023-09-22 02:56:29,312:	[Wall TIME] >>> ChiefCoach.train takes 9.965227 seconds ...
2023-09-22 02:56:31,473:	[Wall TIME] >>> ChiefCoach.valid takes 2.129821 seconds ...
2023-09-22 02:56:31,473:	[Coach] >>> TRAIN @Epoch: 970  >>>  || LOSS Avg: 0.07789
2023-09-22 02:56:31,473:	[Coach] >>> VALID @Epoch: 970  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0530 || HITRATE@10 Avg: 0.0964 || NDCG@5 Avg: 0.0339 || NDCG@10 Avg: 0.0477
2023-09-22 02:56:31,474:	[Coach] >>> TEST  @Epoch: 970  >>> 
2023-09-22 02:56:41,486:	[Wall TIME] >>> ChiefCoach.train takes 10.012694 seconds ...
2023-09-22 02:56:41,512:	[Coach] >>> TRAIN @Epoch: 971  >>>  || LOSS Avg: 0.07793
2023-09-22 02:56:41,512:	[Coach] >>> VALID @Epoch: 971  >>> 
2023-09-22 02:56:41,512:	[Coach] >>> TEST  @Epoch: 971  >>> 
2023-09-22 02:56:52,536:	[Wall TIME] >>> ChiefCoach.train takes 11.024375 seconds ...
2023-09-22 02:56:52,567:	[Coach] >>> TRAIN @Epoch: 972  >>>  || LOSS Avg: 0.07827
2023-09-22 02:56:52,568:	[Coach] >>> VALID @Epoch: 972  >>> 
2023-09-22 02:56:52,568:	[Coach] >>> TEST  @Epoch: 972  >>> 
2023-09-22 02:57:02,842:	[Wall TIME] >>> ChiefCoach.train takes 10.274047 seconds ...
2023-09-22 02:57:02,871:	[Coach] >>> TRAIN @Epoch: 973  >>>  || LOSS Avg: 0.07820
2023-09-22 02:57:02,871:	[Coach] >>> VALID @Epoch: 973  >>> 
2023-09-22 02:57:02,871:	[Coach] >>> TEST  @Epoch: 973  >>> 
2023-09-22 02:57:13,937:	[Wall TIME] >>> ChiefCoach.train takes 11.066060 seconds ...
2023-09-22 02:57:13,966:	[Coach] >>> TRAIN @Epoch: 974  >>>  || LOSS Avg: 0.07819
2023-09-22 02:57:13,966:	[Coach] >>> VALID @Epoch: 974  >>> 
2023-09-22 02:57:13,966:	[Coach] >>> TEST  @Epoch: 974  >>> 
2023-09-22 02:57:24,852:	[Wall TIME] >>> ChiefCoach.train takes 10.885555 seconds ...
2023-09-22 02:57:27,063:	[Wall TIME] >>> ChiefCoach.valid takes 2.184391 seconds ...
2023-09-22 02:57:27,063:	[Coach] >>> TRAIN @Epoch: 975  >>>  || LOSS Avg: 0.07804
2023-09-22 02:57:27,063:	[Coach] >>> VALID @Epoch: 975  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0533 || HITRATE@10 Avg: 0.0957 || NDCG@5 Avg: 0.0336 || NDCG@10 Avg: 0.0471
2023-09-22 02:57:27,063:	[Coach] >>> TEST  @Epoch: 975  >>> 
2023-09-22 02:57:36,743:	[Wall TIME] >>> ChiefCoach.train takes 9.679834 seconds ...
2023-09-22 02:57:36,772:	[Coach] >>> TRAIN @Epoch: 976  >>>  || LOSS Avg: 0.07809
2023-09-22 02:57:36,772:	[Coach] >>> VALID @Epoch: 976  >>> 
2023-09-22 02:57:36,772:	[Coach] >>> TEST  @Epoch: 976  >>> 
2023-09-22 02:57:47,171:	[Wall TIME] >>> ChiefCoach.train takes 10.399107 seconds ...
2023-09-22 02:57:47,197:	[Coach] >>> TRAIN @Epoch: 977  >>>  || LOSS Avg: 0.07781
2023-09-22 02:57:47,197:	[Coach] >>> VALID @Epoch: 977  >>> 
2023-09-22 02:57:47,197:	[Coach] >>> TEST  @Epoch: 977  >>> 
2023-09-22 02:57:58,368:	[Wall TIME] >>> ChiefCoach.train takes 11.170582 seconds ...
2023-09-22 02:57:58,396:	[Coach] >>> TRAIN @Epoch: 978  >>>  || LOSS Avg: 0.07818
2023-09-22 02:57:58,397:	[Coach] >>> VALID @Epoch: 978  >>> 
2023-09-22 02:57:58,397:	[Coach] >>> TEST  @Epoch: 978  >>> 
2023-09-22 02:58:09,204:	[Wall TIME] >>> ChiefCoach.train takes 10.807220 seconds ...
2023-09-22 02:58:09,232:	[Coach] >>> TRAIN @Epoch: 979  >>>  || LOSS Avg: 0.07815
2023-09-22 02:58:09,233:	[Coach] >>> VALID @Epoch: 979  >>> 
2023-09-22 02:58:09,233:	[Coach] >>> TEST  @Epoch: 979  >>> 
2023-09-22 02:58:19,530:	[Wall TIME] >>> ChiefCoach.train takes 10.297636 seconds ...
2023-09-22 02:58:21,859:	[Wall TIME] >>> ChiefCoach.valid takes 2.294199 seconds ...
2023-09-22 02:58:21,860:	[Coach] >>> TRAIN @Epoch: 980  >>>  || LOSS Avg: 0.07786
2023-09-22 02:58:21,860:	[Coach] >>> VALID @Epoch: 980  >>>  || HITRATE@1 Avg: 0.0126 || HITRATE@5 Avg: 0.0538 || HITRATE@10 Avg: 0.0934 || NDCG@5 Avg: 0.0334 || NDCG@10 Avg: 0.0461
2023-09-22 02:58:21,860:	[Coach] >>> TEST  @Epoch: 980  >>> 
2023-09-22 02:58:32,591:	[Wall TIME] >>> ChiefCoach.train takes 10.730402 seconds ...
2023-09-22 02:58:32,620:	[Coach] >>> TRAIN @Epoch: 981  >>>  || LOSS Avg: 0.07782
2023-09-22 02:58:32,620:	[Coach] >>> VALID @Epoch: 981  >>> 
2023-09-22 02:58:32,620:	[Coach] >>> TEST  @Epoch: 981  >>> 
2023-09-22 02:58:44,001:	[Wall TIME] >>> ChiefCoach.train takes 11.380169 seconds ...
2023-09-22 02:58:44,029:	[Coach] >>> TRAIN @Epoch: 982  >>>  || LOSS Avg: 0.07794
2023-09-22 02:58:44,029:	[Coach] >>> VALID @Epoch: 982  >>> 
2023-09-22 02:58:44,029:	[Coach] >>> TEST  @Epoch: 982  >>> 
2023-09-22 02:58:54,598:	[Wall TIME] >>> ChiefCoach.train takes 10.569439 seconds ...
2023-09-22 02:58:54,626:	[Coach] >>> TRAIN @Epoch: 983  >>>  || LOSS Avg: 0.07769
2023-09-22 02:58:54,626:	[Coach] >>> VALID @Epoch: 983  >>> 
2023-09-22 02:58:54,626:	[Coach] >>> TEST  @Epoch: 983  >>> 
2023-09-22 02:59:04,568:	[Wall TIME] >>> ChiefCoach.train takes 9.941397 seconds ...
2023-09-22 02:59:04,597:	[Coach] >>> TRAIN @Epoch: 984  >>>  || LOSS Avg: 0.07806
2023-09-22 02:59:04,597:	[Coach] >>> VALID @Epoch: 984  >>> 
2023-09-22 02:59:04,597:	[Coach] >>> TEST  @Epoch: 984  >>> 
2023-09-22 02:59:15,211:	[Wall TIME] >>> ChiefCoach.train takes 10.614168 seconds ...
2023-09-22 02:59:17,367:	[Wall TIME] >>> ChiefCoach.valid takes 2.128151 seconds ...
2023-09-22 02:59:17,368:	[Coach] >>> TRAIN @Epoch: 985  >>>  || LOSS Avg: 0.07805
2023-09-22 02:59:17,368:	[Coach] >>> VALID @Epoch: 985  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0550 || HITRATE@10 Avg: 0.0952 || NDCG@5 Avg: 0.0347 || NDCG@10 Avg: 0.0476
2023-09-22 02:59:17,368:	[Coach] >>> TEST  @Epoch: 985  >>> 
2023-09-22 02:59:28,133:	[Wall TIME] >>> ChiefCoach.train takes 10.765436 seconds ...
2023-09-22 02:59:28,165:	[Coach] >>> TRAIN @Epoch: 986  >>>  || LOSS Avg: 0.07830
2023-09-22 02:59:28,165:	[Coach] >>> VALID @Epoch: 986  >>> 
2023-09-22 02:59:28,165:	[Coach] >>> TEST  @Epoch: 986  >>> 
2023-09-22 02:59:39,059:	[Wall TIME] >>> ChiefCoach.train takes 10.893409 seconds ...
2023-09-22 02:59:39,087:	[Coach] >>> TRAIN @Epoch: 987  >>>  || LOSS Avg: 0.07835
2023-09-22 02:59:39,087:	[Coach] >>> VALID @Epoch: 987  >>> 
2023-09-22 02:59:39,087:	[Coach] >>> TEST  @Epoch: 987  >>> 
2023-09-22 02:59:49,771:	[Wall TIME] >>> ChiefCoach.train takes 10.682959 seconds ...
2023-09-22 02:59:49,798:	[Coach] >>> TRAIN @Epoch: 988  >>>  || LOSS Avg: 0.07808
2023-09-22 02:59:49,798:	[Coach] >>> VALID @Epoch: 988  >>> 
2023-09-22 02:59:49,798:	[Coach] >>> TEST  @Epoch: 988  >>> 
2023-09-22 03:00:01,369:	[Wall TIME] >>> ChiefCoach.train takes 11.570858 seconds ...
2023-09-22 03:00:01,394:	[Coach] >>> TRAIN @Epoch: 989  >>>  || LOSS Avg: 0.07860
2023-09-22 03:00:01,395:	[Coach] >>> VALID @Epoch: 989  >>> 
2023-09-22 03:00:01,395:	[Coach] >>> TEST  @Epoch: 989  >>> 
2023-09-22 03:00:12,632:	[Wall TIME] >>> ChiefCoach.train takes 11.237219 seconds ...
2023-09-22 03:00:14,808:	[Wall TIME] >>> ChiefCoach.valid takes 2.150356 seconds ...
2023-09-22 03:00:14,808:	[Coach] >>> TRAIN @Epoch: 990  >>>  || LOSS Avg: 0.07784
2023-09-22 03:00:14,808:	[Coach] >>> VALID @Epoch: 990  >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0556 || HITRATE@10 Avg: 0.0955 || NDCG@5 Avg: 0.0344 || NDCG@10 Avg: 0.0471
2023-09-22 03:00:14,809:	[Coach] >>> TEST  @Epoch: 990  >>> 
2023-09-22 03:00:25,530:	[Wall TIME] >>> ChiefCoach.train takes 10.721386 seconds ...
2023-09-22 03:00:25,566:	[Coach] >>> TRAIN @Epoch: 991  >>>  || LOSS Avg: 0.07828
2023-09-22 03:00:25,566:	[Coach] >>> VALID @Epoch: 991  >>> 
2023-09-22 03:00:25,566:	[Coach] >>> TEST  @Epoch: 991  >>> 
2023-09-22 03:00:35,861:	[Wall TIME] >>> ChiefCoach.train takes 10.294617 seconds ...
2023-09-22 03:00:35,887:	[Coach] >>> TRAIN @Epoch: 992  >>>  || LOSS Avg: 0.07824
2023-09-22 03:00:35,887:	[Coach] >>> VALID @Epoch: 992  >>> 
2023-09-22 03:00:35,887:	[Coach] >>> TEST  @Epoch: 992  >>> 
2023-09-22 03:00:47,224:	[Wall TIME] >>> ChiefCoach.train takes 11.336847 seconds ...
2023-09-22 03:00:47,262:	[Coach] >>> TRAIN @Epoch: 993  >>>  || LOSS Avg: 0.07809
2023-09-22 03:00:47,262:	[Coach] >>> VALID @Epoch: 993  >>> 
2023-09-22 03:00:47,262:	[Coach] >>> TEST  @Epoch: 993  >>> 
2023-09-22 03:00:58,504:	[Wall TIME] >>> ChiefCoach.train takes 11.241642 seconds ...
2023-09-22 03:00:58,544:	[Coach] >>> TRAIN @Epoch: 994  >>>  || LOSS Avg: 0.07803
2023-09-22 03:00:58,544:	[Coach] >>> VALID @Epoch: 994  >>> 
2023-09-22 03:00:58,544:	[Coach] >>> TEST  @Epoch: 994  >>> 
2023-09-22 03:01:08,528:	[Wall TIME] >>> ChiefCoach.train takes 9.983473 seconds ...
2023-09-22 03:01:10,828:	[Wall TIME] >>> ChiefCoach.valid takes 2.271529 seconds ...
2023-09-22 03:01:10,828:	[Coach] >>> TRAIN @Epoch: 995  >>>  || LOSS Avg: 0.07801
2023-09-22 03:01:10,828:	[Coach] >>> VALID @Epoch: 995  >>>  || HITRATE@1 Avg: 0.0137 || HITRATE@5 Avg: 0.0531 || HITRATE@10 Avg: 0.0955 || NDCG@5 Avg: 0.0334 || NDCG@10 Avg: 0.0471
2023-09-22 03:01:10,828:	[Coach] >>> TEST  @Epoch: 995  >>> 
2023-09-22 03:01:21,124:	[Wall TIME] >>> ChiefCoach.train takes 10.295383 seconds ...
2023-09-22 03:01:21,152:	[Coach] >>> TRAIN @Epoch: 996  >>>  || LOSS Avg: 0.07839
2023-09-22 03:01:21,152:	[Coach] >>> VALID @Epoch: 996  >>> 
2023-09-22 03:01:21,152:	[Coach] >>> TEST  @Epoch: 996  >>> 
2023-09-22 03:01:32,147:	[Wall TIME] >>> ChiefCoach.train takes 10.995191 seconds ...
2023-09-22 03:01:32,176:	[Coach] >>> TRAIN @Epoch: 997  >>>  || LOSS Avg: 0.07797
2023-09-22 03:01:32,176:	[Coach] >>> VALID @Epoch: 997  >>> 
2023-09-22 03:01:32,176:	[Coach] >>> TEST  @Epoch: 997  >>> 
2023-09-22 03:01:42,701:	[Wall TIME] >>> ChiefCoach.train takes 10.524350 seconds ...
2023-09-22 03:01:42,726:	[Coach] >>> TRAIN @Epoch: 998  >>>  || LOSS Avg: 0.07833
2023-09-22 03:01:42,726:	[Coach] >>> VALID @Epoch: 998  >>> 
2023-09-22 03:01:42,726:	[Coach] >>> TEST  @Epoch: 998  >>> 
2023-09-22 03:01:52,861:	[Wall TIME] >>> ChiefCoach.train takes 10.134741 seconds ...
2023-09-22 03:01:52,886:	[Coach] >>> TRAIN @Epoch: 999  >>>  || LOSS Avg: 0.07851
2023-09-22 03:01:52,886:	[Coach] >>> VALID @Epoch: 999  >>> 
2023-09-22 03:01:52,887:	[Coach] >>> TEST  @Epoch: 999  >>> 
2023-09-22 03:02:02,909:	[Wall TIME] >>> ChiefCoach.train takes 10.022140 seconds ...
2023-09-22 03:02:05,058:	[Wall TIME] >>> ChiefCoach.valid takes 2.141743 seconds ...
2023-09-22 03:02:07,167:	[Wall TIME] >>> ChiefCoach.test takes 2.108824 seconds ...
2023-09-22 03:02:07,167:	[Coach] >>> TRAIN @Epoch: 1000 >>>  || LOSS Avg: 0.07825
2023-09-22 03:02:07,167:	[Coach] >>> VALID @Epoch: 1000 >>>  || HITRATE@1 Avg: 0.0137 || HITRATE@5 Avg: 0.0541 || HITRATE@10 Avg: 0.0957 || NDCG@5 Avg: 0.0339 || NDCG@10 Avg: 0.0472
2023-09-22 03:02:07,167:	[Coach] >>> TEST  @Epoch: 1000 >>>  || HITRATE@1 Avg: 0.0139 || HITRATE@5 Avg: 0.0515 || HITRATE@10 Avg: 0.0873 || NDCG@5 Avg: 0.0325 || NDCG@10 Avg: 0.0440
2023-09-22 03:02:08,858:	   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.077619     929
1   valid   HITRATE@1  0.017053     835
2   valid   HITRATE@5  0.057285     750
3   valid  HITRATE@10  0.099007     965
4   valid      NDCG@5  0.036387     835
5   valid     NDCG@10  0.048820     965
6    test   HITRATE@1  0.013907       0
7    test   HITRATE@5  0.051490       0
8    test  HITRATE@10  0.087252       0
9    test      NDCG@5  0.032525       0
10   test     NDCG@10  0.043955       0
2023-09-22 03:02:08,858:	[LoG_PaTH] >>> ./logs/I-I-ML-5/MovieLens1M_550_Chron/0-0922000329
2023-09-22 03:02:09,083:	[Wall TIME] >>> Coach.summary takes 1.915581 seconds ...
2023-09-22 03:02:09,083:	[Coach] >>> Load best model @Epoch 965  
2023-09-22 03:02:11,225:	[Wall TIME] >>> ChiefCoach.valid takes 2.138146 seconds ...
2023-09-22 03:02:13,325:	[Wall TIME] >>> ChiefCoach.test takes 2.099018 seconds ...
2023-09-22 03:02:13,325:	[Coach] >>> TRAIN @Epoch: 965  >>> 
2023-09-22 03:02:13,325:	[Coach] >>> VALID @Epoch: 965  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0526 || HITRATE@10 Avg: 0.0990 || NDCG@5 Avg: 0.0340 || NDCG@10 Avg: 0.0488
2023-09-22 03:02:13,325:	[Coach] >>> TEST  @Epoch: 965  >>>  || HITRATE@1 Avg: 0.0137 || HITRATE@5 Avg: 0.0505 || HITRATE@10 Avg: 0.0892 || NDCG@5 Avg: 0.0322 || NDCG@10 Avg: 0.0445
2023-09-22 03:02:13,328:	[Wall TIME] >>> Coach.fit takes 10714.505804 seconds ...
