2023-09-16 09:25:25,380:	========================================================================
2023-09-16 09:25:25,381:	========================================================================
2023-09-16 09:25:25,381:	========================================================================
2023-09-16 09:25:25,381:	[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True
2023-09-16 09:25:25,381:	[Seed] >>> Set seed: 1
2023-09-16 09:25:25,382:	[PARSER] >>>
[BENCHMARK: False] 
[SEED: 1] 
[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: ML-5] 
[root: ../../data] 
[dataset: MovieLens1M_550_Chron] 
[config: configs/MovieLens1M_550_Chron.yaml] 
[ranking: full] 
[device: 0] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.1] 
[lr: 0.005] 
[batch_size: 256] 
[epochs: 500] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0916092522] 
[maxlen: 200] 
[maxlen4graph: 200] 
[num_heads: 4] 
[num_blocks: 1] 
[hidden_size: 64] 
[hidden_dropout_rate: 0.1] 
[attn_dropout_rate: 0.2] 
[distance_metric: wasserstein] 
[pvn_weight: 0.001] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/ML-5/MovieLens1M_550_Chron/0] 
[LOG_PATH: ./logs/ML-5/MovieLens1M_550_Chron/0-0916092522] 

2023-09-16 09:25:25,382:	[Wall TIME] >>> Parser.compile takes 0.005202 seconds ...
2023-09-16 09:25:25,385:	[MovieLens1M_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.ID,FieldTags.User]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.Item,FieldTags.Sparse,FieldTags.ID]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Dense,FieldTags.Timestamp]
2023-09-16 09:25:25,860:	+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
| #Users | #Items |      Avg.Len       | #Interactions | #Train | #Valid | #Test |       Density        |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
|  6040  |  3416  | 165.49850993377484 |     999611    | 987531 |  6040  |  6040 | 0.048448041549699894 |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
2023-09-16 09:25:25,861:	[Wall TIME] >>> RecDataSet.compile takes 0.478477 seconds ...
2023-09-16 09:25:26,893:	[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.610555 seconds ...
2023-09-16 09:25:27,380:	[Wall TIME] >>> SeqValidYielder.prepare takes 0.485948 seconds ...
2023-09-16 09:25:27,899:	[Wall TIME] >>> SeqTestYielder.prepare takes 0.518606 seconds ...
2023-09-16 09:25:33,921:	[Coach] >>> Set best meter: NDCG@10 
2023-09-16 09:25:33,922:	[Wall TIME] >>> Coach.compile takes 0.001438 seconds ...
2023-09-16 09:25:37,416:	[Wall TIME] >>> ChiefCoach.valid takes 3.426156 seconds ...
2023-09-16 09:25:37,417:	[Coach] >>> Better ***NDCG@10*** of ***0.0010*** 
2023-09-16 09:25:37,430:	[Coach] >>> TRAIN @Epoch: 0    >>> 
2023-09-16 09:25:37,431:	[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0003 || HITRATE@5 Avg: 0.0008 || HITRATE@10 Avg: 0.0023 || NDCG@5 Avg: 0.0006 || NDCG@10 Avg: 0.0010
2023-09-16 09:25:37,431:	[Coach] >>> TEST  @Epoch: 0    >>> 
2023-09-16 09:25:42,937:	[Wall TIME] >>> ChiefCoach.train takes 5.505656 seconds ...
2023-09-16 09:25:43,206:	[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.52841
2023-09-16 09:25:43,206:	[Coach] >>> VALID @Epoch: 1    >>> 
2023-09-16 09:25:43,206:	[Coach] >>> TEST  @Epoch: 1    >>> 
2023-09-16 09:25:48,716:	[Wall TIME] >>> ChiefCoach.train takes 5.509899 seconds ...
2023-09-16 09:25:48,883:	[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.34996
2023-09-16 09:25:48,883:	[Coach] >>> VALID @Epoch: 2    >>> 
2023-09-16 09:25:48,883:	[Coach] >>> TEST  @Epoch: 2    >>> 
2023-09-16 09:25:54,339:	[Wall TIME] >>> ChiefCoach.train takes 5.455602 seconds ...
2023-09-16 09:25:54,525:	[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.29134
2023-09-16 09:25:54,526:	[Coach] >>> VALID @Epoch: 3    >>> 
2023-09-16 09:25:54,526:	[Coach] >>> TEST  @Epoch: 3    >>> 
2023-09-16 09:26:00,000:	[Wall TIME] >>> ChiefCoach.train takes 5.474105 seconds ...
2023-09-16 09:26:00,085:	[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.26321
2023-09-16 09:26:00,086:	[Coach] >>> VALID @Epoch: 4    >>> 
2023-09-16 09:26:00,086:	[Coach] >>> TEST  @Epoch: 4    >>> 
2023-09-16 09:26:05,799:	[Wall TIME] >>> ChiefCoach.train takes 5.712495 seconds ...
2023-09-16 09:26:08,969:	[Wall TIME] >>> ChiefCoach.valid takes 3.083068 seconds ...
2023-09-16 09:26:08,970:	[Coach] >>> Better ***NDCG@10*** of ***0.0841*** 
2023-09-16 09:26:08,980:	[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.24637
2023-09-16 09:26:08,981:	[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0343 || HITRATE@5 Avg: 0.0992 || HITRATE@10 Avg: 0.1515 || NDCG@5 Avg: 0.0673 || NDCG@10 Avg: 0.0841
2023-09-16 09:26:08,981:	[Coach] >>> TEST  @Epoch: 5    >>> 
2023-09-16 09:26:14,329:	[Wall TIME] >>> ChiefCoach.train takes 5.348347 seconds ...
2023-09-16 09:26:14,533:	[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.23552
2023-09-16 09:26:14,534:	[Coach] >>> VALID @Epoch: 6    >>> 
2023-09-16 09:26:14,534:	[Coach] >>> TEST  @Epoch: 6    >>> 
2023-09-16 09:26:19,808:	[Wall TIME] >>> ChiefCoach.train takes 5.273583 seconds ...
2023-09-16 09:26:19,878:	[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.22656
2023-09-16 09:26:19,879:	[Coach] >>> VALID @Epoch: 7    >>> 
2023-09-16 09:26:19,879:	[Coach] >>> TEST  @Epoch: 7    >>> 
2023-09-16 09:26:25,874:	[Wall TIME] >>> ChiefCoach.train takes 5.995159 seconds ...
2023-09-16 09:26:25,961:	[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.22238
2023-09-16 09:26:25,961:	[Coach] >>> VALID @Epoch: 8    >>> 
2023-09-16 09:26:25,961:	[Coach] >>> TEST  @Epoch: 8    >>> 
2023-09-16 09:26:31,726:	[Wall TIME] >>> ChiefCoach.train takes 5.764584 seconds ...
2023-09-16 09:26:31,784:	[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.21861
2023-09-16 09:26:31,784:	[Coach] >>> VALID @Epoch: 9    >>> 
2023-09-16 09:26:31,784:	[Coach] >>> TEST  @Epoch: 9    >>> 
2023-09-16 09:26:37,576:	[Wall TIME] >>> ChiefCoach.train takes 5.791503 seconds ...
2023-09-16 09:26:40,924:	[Wall TIME] >>> ChiefCoach.valid takes 3.278810 seconds ...
2023-09-16 09:26:40,925:	[Coach] >>> Better ***NDCG@10*** of ***0.0940*** 
2023-09-16 09:26:40,935:	[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.21314
2023-09-16 09:26:40,935:	[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0368 || HITRATE@5 Avg: 0.1136 || HITRATE@10 Avg: 0.1717 || NDCG@5 Avg: 0.0752 || NDCG@10 Avg: 0.0940
2023-09-16 09:26:40,935:	[Coach] >>> TEST  @Epoch: 10   >>> 
2023-09-16 09:26:46,943:	[Wall TIME] >>> ChiefCoach.train takes 6.007411 seconds ...
2023-09-16 09:26:47,010:	[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.20925
2023-09-16 09:26:47,010:	[Coach] >>> VALID @Epoch: 11   >>> 
2023-09-16 09:26:47,010:	[Coach] >>> TEST  @Epoch: 11   >>> 
2023-09-16 09:26:52,631:	[Wall TIME] >>> ChiefCoach.train takes 5.620973 seconds ...
2023-09-16 09:26:52,699:	[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.20597
2023-09-16 09:26:52,699:	[Coach] >>> VALID @Epoch: 12   >>> 
2023-09-16 09:26:52,699:	[Coach] >>> TEST  @Epoch: 12   >>> 
2023-09-16 09:26:58,633:	[Wall TIME] >>> ChiefCoach.train takes 5.933184 seconds ...
2023-09-16 09:26:58,703:	[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.20367
2023-09-16 09:26:58,703:	[Coach] >>> VALID @Epoch: 13   >>> 
2023-09-16 09:26:58,703:	[Coach] >>> TEST  @Epoch: 13   >>> 
2023-09-16 09:27:04,558:	[Wall TIME] >>> ChiefCoach.train takes 5.855204 seconds ...
2023-09-16 09:27:04,624:	[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.19851
2023-09-16 09:27:04,624:	[Coach] >>> VALID @Epoch: 14   >>> 
2023-09-16 09:27:04,624:	[Coach] >>> TEST  @Epoch: 14   >>> 
2023-09-16 09:27:10,285:	[Wall TIME] >>> ChiefCoach.train takes 5.660120 seconds ...
2023-09-16 09:27:13,357:	[Wall TIME] >>> ChiefCoach.valid takes 2.976341 seconds ...
2023-09-16 09:27:13,357:	[Coach] >>> Better ***NDCG@10*** of ***0.1029*** 
2023-09-16 09:27:13,368:	[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.19684
2023-09-16 09:27:13,368:	[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0391 || HITRATE@5 Avg: 0.1263 || HITRATE@10 Avg: 0.1861 || NDCG@5 Avg: 0.0836 || NDCG@10 Avg: 0.1029
2023-09-16 09:27:13,368:	[Coach] >>> TEST  @Epoch: 15   >>> 
2023-09-16 09:27:18,821:	[Wall TIME] >>> ChiefCoach.train takes 5.452083 seconds ...
2023-09-16 09:27:18,893:	[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.19531
2023-09-16 09:27:18,894:	[Coach] >>> VALID @Epoch: 16   >>> 
2023-09-16 09:27:18,894:	[Coach] >>> TEST  @Epoch: 16   >>> 
2023-09-16 09:27:24,655:	[Wall TIME] >>> ChiefCoach.train takes 5.761254 seconds ...
2023-09-16 09:27:24,726:	[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.19147
2023-09-16 09:27:24,727:	[Coach] >>> VALID @Epoch: 17   >>> 
2023-09-16 09:27:24,727:	[Coach] >>> TEST  @Epoch: 17   >>> 
2023-09-16 09:27:30,574:	[Wall TIME] >>> ChiefCoach.train takes 5.846725 seconds ...
2023-09-16 09:27:30,810:	[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.18821
2023-09-16 09:27:30,810:	[Coach] >>> VALID @Epoch: 18   >>> 
2023-09-16 09:27:30,810:	[Coach] >>> TEST  @Epoch: 18   >>> 
2023-09-16 09:27:36,487:	[Wall TIME] >>> ChiefCoach.train takes 5.675999 seconds ...
2023-09-16 09:27:36,560:	[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.18773
2023-09-16 09:27:36,560:	[Coach] >>> VALID @Epoch: 19   >>> 
2023-09-16 09:27:36,560:	[Coach] >>> TEST  @Epoch: 19   >>> 
2023-09-16 09:27:42,281:	[Wall TIME] >>> ChiefCoach.train takes 5.720358 seconds ...
2023-09-16 09:27:45,882:	[Wall TIME] >>> ChiefCoach.valid takes 3.261548 seconds ...
2023-09-16 09:27:45,882:	[Coach] >>> Better ***NDCG@10*** of ***0.1051*** 
2023-09-16 09:27:45,894:	[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.18445
2023-09-16 09:27:45,894:	[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0402 || HITRATE@5 Avg: 0.1280 || HITRATE@10 Avg: 0.1916 || NDCG@5 Avg: 0.0847 || NDCG@10 Avg: 0.1051
2023-09-16 09:27:45,894:	[Coach] >>> TEST  @Epoch: 20   >>> 
2023-09-16 09:27:51,923:	[Wall TIME] >>> ChiefCoach.train takes 6.028437 seconds ...
2023-09-16 09:27:51,995:	[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.18173
2023-09-16 09:27:51,995:	[Coach] >>> VALID @Epoch: 21   >>> 
2023-09-16 09:27:51,995:	[Coach] >>> TEST  @Epoch: 21   >>> 
2023-09-16 09:27:57,606:	[Wall TIME] >>> ChiefCoach.train takes 5.610178 seconds ...
2023-09-16 09:27:57,682:	[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.18021
2023-09-16 09:27:57,682:	[Coach] >>> VALID @Epoch: 22   >>> 
2023-09-16 09:27:57,682:	[Coach] >>> TEST  @Epoch: 22   >>> 
2023-09-16 09:28:03,400:	[Wall TIME] >>> ChiefCoach.train takes 5.717269 seconds ...
2023-09-16 09:28:03,464:	[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.18033
2023-09-16 09:28:03,464:	[Coach] >>> VALID @Epoch: 23   >>> 
2023-09-16 09:28:03,464:	[Coach] >>> TEST  @Epoch: 23   >>> 
2023-09-16 09:28:08,911:	[Wall TIME] >>> ChiefCoach.train takes 5.447034 seconds ...
2023-09-16 09:28:08,978:	[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.17960
2023-09-16 09:28:08,978:	[Coach] >>> VALID @Epoch: 24   >>> 
2023-09-16 09:28:08,978:	[Coach] >>> TEST  @Epoch: 24   >>> 
2023-09-16 09:28:14,391:	[Wall TIME] >>> ChiefCoach.train takes 5.413074 seconds ...
2023-09-16 09:28:17,439:	[Wall TIME] >>> ChiefCoach.valid takes 2.981413 seconds ...
2023-09-16 09:28:17,440:	[Coach] >>> Better ***NDCG@10*** of ***0.1086*** 
2023-09-16 09:28:17,450:	[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.17690
2023-09-16 09:28:17,450:	[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0409 || HITRATE@5 Avg: 0.1336 || HITRATE@10 Avg: 0.1987 || NDCG@5 Avg: 0.0876 || NDCG@10 Avg: 0.1086
2023-09-16 09:28:17,450:	[Coach] >>> TEST  @Epoch: 25   >>> 
2023-09-16 09:28:23,081:	[Wall TIME] >>> ChiefCoach.train takes 5.630378 seconds ...
2023-09-16 09:28:23,186:	[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.17551
2023-09-16 09:28:23,186:	[Coach] >>> VALID @Epoch: 26   >>> 
2023-09-16 09:28:23,186:	[Coach] >>> TEST  @Epoch: 26   >>> 
2023-09-16 09:28:28,635:	[Wall TIME] >>> ChiefCoach.train takes 5.448487 seconds ...
2023-09-16 09:28:28,709:	[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.17367
2023-09-16 09:28:28,709:	[Coach] >>> VALID @Epoch: 27   >>> 
2023-09-16 09:28:28,709:	[Coach] >>> TEST  @Epoch: 27   >>> 
2023-09-16 09:28:33,968:	[Wall TIME] >>> ChiefCoach.train takes 5.258500 seconds ...
2023-09-16 09:28:34,033:	[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.17142
2023-09-16 09:28:34,033:	[Coach] >>> VALID @Epoch: 28   >>> 
2023-09-16 09:28:34,033:	[Coach] >>> TEST  @Epoch: 28   >>> 
2023-09-16 09:28:39,423:	[Wall TIME] >>> ChiefCoach.train takes 5.389140 seconds ...
2023-09-16 09:28:39,615:	[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.17133
2023-09-16 09:28:39,615:	[Coach] >>> VALID @Epoch: 29   >>> 
2023-09-16 09:28:39,615:	[Coach] >>> TEST  @Epoch: 29   >>> 
2023-09-16 09:28:45,068:	[Wall TIME] >>> ChiefCoach.train takes 5.452333 seconds ...
2023-09-16 09:28:48,165:	[Wall TIME] >>> ChiefCoach.valid takes 3.025630 seconds ...
2023-09-16 09:28:48,166:	[Coach] >>> Better ***NDCG@10*** of ***0.1120*** 
2023-09-16 09:28:48,188:	[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.17029
2023-09-16 09:28:48,188:	[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0427 || HITRATE@5 Avg: 0.1353 || HITRATE@10 Avg: 0.2055 || NDCG@5 Avg: 0.0895 || NDCG@10 Avg: 0.1120
2023-09-16 09:28:48,188:	[Coach] >>> TEST  @Epoch: 30   >>> 
2023-09-16 09:28:53,625:	[Wall TIME] >>> ChiefCoach.train takes 5.436423 seconds ...
2023-09-16 09:28:53,689:	[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.16905
2023-09-16 09:28:53,689:	[Coach] >>> VALID @Epoch: 31   >>> 
2023-09-16 09:28:53,689:	[Coach] >>> TEST  @Epoch: 31   >>> 
2023-09-16 09:28:59,320:	[Wall TIME] >>> ChiefCoach.train takes 5.630274 seconds ...
2023-09-16 09:28:59,380:	[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.16756
2023-09-16 09:28:59,380:	[Coach] >>> VALID @Epoch: 32   >>> 
2023-09-16 09:28:59,380:	[Coach] >>> TEST  @Epoch: 32   >>> 
2023-09-16 09:29:04,738:	[Wall TIME] >>> ChiefCoach.train takes 5.357908 seconds ...
2023-09-16 09:29:04,810:	[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.16641
2023-09-16 09:29:04,810:	[Coach] >>> VALID @Epoch: 33   >>> 
2023-09-16 09:29:04,811:	[Coach] >>> TEST  @Epoch: 33   >>> 
2023-09-16 09:29:10,085:	[Wall TIME] >>> ChiefCoach.train takes 5.273906 seconds ...
2023-09-16 09:29:10,164:	[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.16727
2023-09-16 09:29:10,164:	[Coach] >>> VALID @Epoch: 34   >>> 
2023-09-16 09:29:10,164:	[Coach] >>> TEST  @Epoch: 34   >>> 
2023-09-16 09:29:15,763:	[Wall TIME] >>> ChiefCoach.train takes 5.598887 seconds ...
2023-09-16 09:29:18,884:	[Wall TIME] >>> ChiefCoach.valid takes 3.040928 seconds ...
2023-09-16 09:29:18,884:	[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.16533
2023-09-16 09:29:18,884:	[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0430 || HITRATE@5 Avg: 0.1371 || HITRATE@10 Avg: 0.2040 || NDCG@5 Avg: 0.0902 || NDCG@10 Avg: 0.1119
2023-09-16 09:29:18,884:	[Coach] >>> TEST  @Epoch: 35   >>> 
2023-09-16 09:29:24,268:	[Wall TIME] >>> ChiefCoach.train takes 5.383528 seconds ...
2023-09-16 09:29:24,334:	[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.16351
2023-09-16 09:29:24,334:	[Coach] >>> VALID @Epoch: 36   >>> 
2023-09-16 09:29:24,335:	[Coach] >>> TEST  @Epoch: 36   >>> 
2023-09-16 09:29:29,734:	[Wall TIME] >>> ChiefCoach.train takes 5.399162 seconds ...
2023-09-16 09:29:29,828:	[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.16183
2023-09-16 09:29:29,828:	[Coach] >>> VALID @Epoch: 37   >>> 
2023-09-16 09:29:29,828:	[Coach] >>> TEST  @Epoch: 37   >>> 
2023-09-16 09:29:35,781:	[Wall TIME] >>> ChiefCoach.train takes 5.952266 seconds ...
2023-09-16 09:29:36,057:	[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.16273
2023-09-16 09:29:36,058:	[Coach] >>> VALID @Epoch: 38   >>> 
2023-09-16 09:29:36,058:	[Coach] >>> TEST  @Epoch: 38   >>> 
2023-09-16 09:29:41,353:	[Wall TIME] >>> ChiefCoach.train takes 5.294828 seconds ...
2023-09-16 09:29:41,431:	[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.16153
2023-09-16 09:29:41,431:	[Coach] >>> VALID @Epoch: 39   >>> 
2023-09-16 09:29:41,432:	[Coach] >>> TEST  @Epoch: 39   >>> 
2023-09-16 09:29:46,982:	[Wall TIME] >>> ChiefCoach.train takes 5.550419 seconds ...
2023-09-16 09:29:50,126:	[Wall TIME] >>> ChiefCoach.valid takes 3.068176 seconds ...
2023-09-16 09:29:50,127:	[Coach] >>> Better ***NDCG@10*** of ***0.1128*** 
2023-09-16 09:29:50,144:	[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.16024
2023-09-16 09:29:50,144:	[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0406 || HITRATE@5 Avg: 0.1397 || HITRATE@10 Avg: 0.2099 || NDCG@5 Avg: 0.0903 || NDCG@10 Avg: 0.1128
2023-09-16 09:29:50,145:	[Coach] >>> TEST  @Epoch: 40   >>> 
2023-09-16 09:29:55,503:	[Wall TIME] >>> ChiefCoach.train takes 5.358322 seconds ...
2023-09-16 09:29:55,692:	[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.15897
2023-09-16 09:29:55,692:	[Coach] >>> VALID @Epoch: 41   >>> 
2023-09-16 09:29:55,693:	[Coach] >>> TEST  @Epoch: 41   >>> 
2023-09-16 09:30:01,423:	[Wall TIME] >>> ChiefCoach.train takes 5.729638 seconds ...
2023-09-16 09:30:01,513:	[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.15964
2023-09-16 09:30:01,513:	[Coach] >>> VALID @Epoch: 42   >>> 
2023-09-16 09:30:01,513:	[Coach] >>> TEST  @Epoch: 42   >>> 
2023-09-16 09:30:07,077:	[Wall TIME] >>> ChiefCoach.train takes 5.563477 seconds ...
2023-09-16 09:30:07,144:	[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.15898
2023-09-16 09:30:07,145:	[Coach] >>> VALID @Epoch: 43   >>> 
2023-09-16 09:30:07,145:	[Coach] >>> TEST  @Epoch: 43   >>> 
2023-09-16 09:30:12,835:	[Wall TIME] >>> ChiefCoach.train takes 5.690612 seconds ...
2023-09-16 09:30:12,914:	[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.15646
2023-09-16 09:30:12,914:	[Coach] >>> VALID @Epoch: 44   >>> 
2023-09-16 09:30:12,914:	[Coach] >>> TEST  @Epoch: 44   >>> 
2023-09-16 09:30:18,755:	[Wall TIME] >>> ChiefCoach.train takes 5.841035 seconds ...
2023-09-16 09:30:22,198:	[Wall TIME] >>> ChiefCoach.valid takes 3.185166 seconds ...
2023-09-16 09:30:22,198:	[Coach] >>> Better ***NDCG@10*** of ***0.1147*** 
2023-09-16 09:30:22,209:	[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.15499
2023-09-16 09:30:22,209:	[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0422 || HITRATE@5 Avg: 0.1406 || HITRATE@10 Avg: 0.2124 || NDCG@5 Avg: 0.0916 || NDCG@10 Avg: 0.1147
2023-09-16 09:30:22,209:	[Coach] >>> TEST  @Epoch: 45   >>> 
2023-09-16 09:30:27,796:	[Wall TIME] >>> ChiefCoach.train takes 5.586607 seconds ...
2023-09-16 09:30:27,864:	[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.15482
2023-09-16 09:30:27,865:	[Coach] >>> VALID @Epoch: 46   >>> 
2023-09-16 09:30:27,865:	[Coach] >>> TEST  @Epoch: 46   >>> 
2023-09-16 09:30:33,660:	[Wall TIME] >>> ChiefCoach.train takes 5.795016 seconds ...
2023-09-16 09:30:33,748:	[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.15323
2023-09-16 09:30:33,748:	[Coach] >>> VALID @Epoch: 47   >>> 
2023-09-16 09:30:33,748:	[Coach] >>> TEST  @Epoch: 47   >>> 
2023-09-16 09:30:39,571:	[Wall TIME] >>> ChiefCoach.train takes 5.822530 seconds ...
2023-09-16 09:30:39,757:	[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.15230
2023-09-16 09:30:39,758:	[Coach] >>> VALID @Epoch: 48   >>> 
2023-09-16 09:30:39,758:	[Coach] >>> TEST  @Epoch: 48   >>> 
2023-09-16 09:30:45,078:	[Wall TIME] >>> ChiefCoach.train takes 5.319603 seconds ...
2023-09-16 09:30:45,172:	[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.15135
2023-09-16 09:30:45,172:	[Coach] >>> VALID @Epoch: 49   >>> 
2023-09-16 09:30:45,173:	[Coach] >>> TEST  @Epoch: 49   >>> 
2023-09-16 09:30:51,004:	[Wall TIME] >>> ChiefCoach.train takes 5.831460 seconds ...
2023-09-16 09:30:54,412:	[Wall TIME] >>> ChiefCoach.valid takes 3.301611 seconds ...
2023-09-16 09:30:54,413:	[Coach] >>> Better ***NDCG@10*** of ***0.1154*** 
2023-09-16 09:30:54,525:	[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.15037
2023-09-16 09:30:54,525:	[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0454 || HITRATE@5 Avg: 0.1396 || HITRATE@10 Avg: 0.2094 || NDCG@5 Avg: 0.0928 || NDCG@10 Avg: 0.1154
2023-09-16 09:30:54,525:	[Coach] >>> TEST  @Epoch: 50   >>> 
2023-09-16 09:31:00,235:	[Wall TIME] >>> ChiefCoach.train takes 5.709697 seconds ...
2023-09-16 09:31:00,293:	[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.15057
2023-09-16 09:31:00,293:	[Coach] >>> VALID @Epoch: 51   >>> 
2023-09-16 09:31:00,293:	[Coach] >>> TEST  @Epoch: 51   >>> 
2023-09-16 09:31:06,055:	[Wall TIME] >>> ChiefCoach.train takes 5.761954 seconds ...
2023-09-16 09:31:06,119:	[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.14959
2023-09-16 09:31:06,119:	[Coach] >>> VALID @Epoch: 52   >>> 
2023-09-16 09:31:06,119:	[Coach] >>> TEST  @Epoch: 52   >>> 
2023-09-16 09:31:11,266:	[Wall TIME] >>> ChiefCoach.train takes 5.146629 seconds ...
2023-09-16 09:31:11,331:	[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.14882
2023-09-16 09:31:11,331:	[Coach] >>> VALID @Epoch: 53   >>> 
2023-09-16 09:31:11,332:	[Coach] >>> TEST  @Epoch: 53   >>> 
2023-09-16 09:31:16,843:	[Wall TIME] >>> ChiefCoach.train takes 5.511014 seconds ...
2023-09-16 09:31:16,909:	[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.14884
2023-09-16 09:31:16,909:	[Coach] >>> VALID @Epoch: 54   >>> 
2023-09-16 09:31:16,909:	[Coach] >>> TEST  @Epoch: 54   >>> 
2023-09-16 09:31:22,572:	[Wall TIME] >>> ChiefCoach.train takes 5.662245 seconds ...
2023-09-16 09:31:25,834:	[Wall TIME] >>> ChiefCoach.valid takes 3.193801 seconds ...
2023-09-16 09:31:25,834:	[Coach] >>> Better ***NDCG@10*** of ***0.1162*** 
2023-09-16 09:31:25,847:	[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.14782
2023-09-16 09:31:25,848:	[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0445 || HITRATE@5 Avg: 0.1417 || HITRATE@10 Avg: 0.2123 || NDCG@5 Avg: 0.0935 || NDCG@10 Avg: 0.1162
2023-09-16 09:31:25,848:	[Coach] >>> TEST  @Epoch: 55   >>> 
2023-09-16 09:31:31,655:	[Wall TIME] >>> ChiefCoach.train takes 5.806752 seconds ...
2023-09-16 09:31:31,727:	[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.14585
2023-09-16 09:31:31,728:	[Coach] >>> VALID @Epoch: 56   >>> 
2023-09-16 09:31:31,728:	[Coach] >>> TEST  @Epoch: 56   >>> 
2023-09-16 09:31:36,666:	[Wall TIME] >>> ChiefCoach.train takes 4.938349 seconds ...
2023-09-16 09:31:36,731:	[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.14639
2023-09-16 09:31:36,732:	[Coach] >>> VALID @Epoch: 57   >>> 
2023-09-16 09:31:36,732:	[Coach] >>> TEST  @Epoch: 57   >>> 
2023-09-16 09:31:42,021:	[Wall TIME] >>> ChiefCoach.train takes 5.288771 seconds ...
2023-09-16 09:31:42,091:	[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.14505
2023-09-16 09:31:42,091:	[Coach] >>> VALID @Epoch: 58   >>> 
2023-09-16 09:31:42,092:	[Coach] >>> TEST  @Epoch: 58   >>> 
2023-09-16 09:31:47,750:	[Wall TIME] >>> ChiefCoach.train takes 5.657806 seconds ...
2023-09-16 09:31:47,813:	[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.14620
2023-09-16 09:31:47,813:	[Coach] >>> VALID @Epoch: 59   >>> 
2023-09-16 09:31:47,814:	[Coach] >>> TEST  @Epoch: 59   >>> 
2023-09-16 09:31:53,350:	[Wall TIME] >>> ChiefCoach.train takes 5.536237 seconds ...
2023-09-16 09:31:56,515:	[Wall TIME] >>> ChiefCoach.valid takes 3.100983 seconds ...
2023-09-16 09:31:56,515:	[Coach] >>> Better ***NDCG@10*** of ***0.1170*** 
2023-09-16 09:31:56,525:	[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.14390
2023-09-16 09:31:56,525:	[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0432 || HITRATE@5 Avg: 0.1412 || HITRATE@10 Avg: 0.2156 || NDCG@5 Avg: 0.0931 || NDCG@10 Avg: 0.1170
2023-09-16 09:31:56,525:	[Coach] >>> TEST  @Epoch: 60   >>> 
2023-09-16 09:32:02,457:	[Wall TIME] >>> ChiefCoach.train takes 5.930847 seconds ...
2023-09-16 09:32:02,524:	[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.14350
2023-09-16 09:32:02,524:	[Coach] >>> VALID @Epoch: 61   >>> 
2023-09-16 09:32:02,524:	[Coach] >>> TEST  @Epoch: 61   >>> 
2023-09-16 09:32:07,856:	[Wall TIME] >>> ChiefCoach.train takes 5.331975 seconds ...
2023-09-16 09:32:07,931:	[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.14246
2023-09-16 09:32:07,931:	[Coach] >>> VALID @Epoch: 62   >>> 
2023-09-16 09:32:07,931:	[Coach] >>> TEST  @Epoch: 62   >>> 
2023-09-16 09:32:13,324:	[Wall TIME] >>> ChiefCoach.train takes 5.393223 seconds ...
2023-09-16 09:32:13,394:	[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.14312
2023-09-16 09:32:13,394:	[Coach] >>> VALID @Epoch: 63   >>> 
2023-09-16 09:32:13,395:	[Coach] >>> TEST  @Epoch: 63   >>> 
2023-09-16 09:32:19,413:	[Wall TIME] >>> ChiefCoach.train takes 6.018116 seconds ...
2023-09-16 09:32:19,483:	[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.14217
2023-09-16 09:32:19,483:	[Coach] >>> VALID @Epoch: 64   >>> 
2023-09-16 09:32:19,483:	[Coach] >>> TEST  @Epoch: 64   >>> 
2023-09-16 09:32:25,153:	[Wall TIME] >>> ChiefCoach.train takes 5.669939 seconds ...
2023-09-16 09:32:28,369:	[Wall TIME] >>> ChiefCoach.valid takes 3.150299 seconds ...
2023-09-16 09:32:28,369:	[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.14180
2023-09-16 09:32:28,369:	[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0460 || HITRATE@5 Avg: 0.1404 || HITRATE@10 Avg: 0.2111 || NDCG@5 Avg: 0.0939 || NDCG@10 Avg: 0.1167
2023-09-16 09:32:28,369:	[Coach] >>> TEST  @Epoch: 65   >>> 
2023-09-16 09:32:34,153:	[Wall TIME] >>> ChiefCoach.train takes 5.783473 seconds ...
2023-09-16 09:32:34,235:	[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.14112
2023-09-16 09:32:34,235:	[Coach] >>> VALID @Epoch: 66   >>> 
2023-09-16 09:32:34,235:	[Coach] >>> TEST  @Epoch: 66   >>> 
2023-09-16 09:32:39,840:	[Wall TIME] >>> ChiefCoach.train takes 5.604538 seconds ...
2023-09-16 09:32:39,901:	[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.14063
2023-09-16 09:32:39,901:	[Coach] >>> VALID @Epoch: 67   >>> 
2023-09-16 09:32:39,901:	[Coach] >>> TEST  @Epoch: 67   >>> 
2023-09-16 09:32:45,456:	[Wall TIME] >>> ChiefCoach.train takes 5.554410 seconds ...
2023-09-16 09:32:45,527:	[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.14021
2023-09-16 09:32:45,527:	[Coach] >>> VALID @Epoch: 68   >>> 
2023-09-16 09:32:45,527:	[Coach] >>> TEST  @Epoch: 68   >>> 
2023-09-16 09:32:51,206:	[Wall TIME] >>> ChiefCoach.train takes 5.678894 seconds ...
2023-09-16 09:32:51,271:	[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.13856
2023-09-16 09:32:51,271:	[Coach] >>> VALID @Epoch: 69   >>> 
2023-09-16 09:32:51,271:	[Coach] >>> TEST  @Epoch: 69   >>> 
2023-09-16 09:32:56,884:	[Wall TIME] >>> ChiefCoach.train takes 5.612791 seconds ...
2023-09-16 09:33:00,037:	[Wall TIME] >>> ChiefCoach.valid takes 3.080056 seconds ...
2023-09-16 09:33:00,037:	[Coach] >>> Better ***NDCG@10*** of ***0.1194*** 
2023-09-16 09:33:00,047:	[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.13980
2023-09-16 09:33:00,048:	[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0483 || HITRATE@5 Avg: 0.1434 || HITRATE@10 Avg: 0.2139 || NDCG@5 Avg: 0.0967 || NDCG@10 Avg: 0.1194
2023-09-16 09:33:00,048:	[Coach] >>> TEST  @Epoch: 70   >>> 
2023-09-16 09:33:05,770:	[Wall TIME] >>> ChiefCoach.train takes 5.721606 seconds ...
2023-09-16 09:33:05,836:	[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.13936
2023-09-16 09:33:05,836:	[Coach] >>> VALID @Epoch: 71   >>> 
2023-09-16 09:33:05,836:	[Coach] >>> TEST  @Epoch: 71   >>> 
2023-09-16 09:33:11,238:	[Wall TIME] >>> ChiefCoach.train takes 5.402300 seconds ...
2023-09-16 09:33:11,337:	[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.13814
2023-09-16 09:33:11,338:	[Coach] >>> VALID @Epoch: 72   >>> 
2023-09-16 09:33:11,338:	[Coach] >>> TEST  @Epoch: 72   >>> 
2023-09-16 09:33:16,771:	[Wall TIME] >>> ChiefCoach.train takes 5.433534 seconds ...
2023-09-16 09:33:16,844:	[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.13690
2023-09-16 09:33:16,845:	[Coach] >>> VALID @Epoch: 73   >>> 
2023-09-16 09:33:16,845:	[Coach] >>> TEST  @Epoch: 73   >>> 
2023-09-16 09:33:22,603:	[Wall TIME] >>> ChiefCoach.train takes 5.757514 seconds ...
2023-09-16 09:33:22,668:	[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.13701
2023-09-16 09:33:22,668:	[Coach] >>> VALID @Epoch: 74   >>> 
2023-09-16 09:33:22,668:	[Coach] >>> TEST  @Epoch: 74   >>> 
2023-09-16 09:33:28,396:	[Wall TIME] >>> ChiefCoach.train takes 5.727240 seconds ...
2023-09-16 09:33:31,616:	[Wall TIME] >>> ChiefCoach.valid takes 3.128824 seconds ...
2023-09-16 09:33:31,616:	[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.13634
2023-09-16 09:33:31,616:	[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0454 || HITRATE@5 Avg: 0.1444 || HITRATE@10 Avg: 0.2146 || NDCG@5 Avg: 0.0960 || NDCG@10 Avg: 0.1185
2023-09-16 09:33:31,616:	[Coach] >>> TEST  @Epoch: 75   >>> 
2023-09-16 09:33:36,874:	[Wall TIME] >>> ChiefCoach.train takes 5.257825 seconds ...
2023-09-16 09:33:36,954:	[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.13552
2023-09-16 09:33:36,955:	[Coach] >>> VALID @Epoch: 76   >>> 
2023-09-16 09:33:36,955:	[Coach] >>> TEST  @Epoch: 76   >>> 
2023-09-16 09:33:42,431:	[Wall TIME] >>> ChiefCoach.train takes 5.476308 seconds ...
2023-09-16 09:33:42,506:	[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.13467
2023-09-16 09:33:42,506:	[Coach] >>> VALID @Epoch: 77   >>> 
2023-09-16 09:33:42,507:	[Coach] >>> TEST  @Epoch: 77   >>> 
2023-09-16 09:33:47,936:	[Wall TIME] >>> ChiefCoach.train takes 5.429077 seconds ...
2023-09-16 09:33:48,000:	[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.13495
2023-09-16 09:33:48,001:	[Coach] >>> VALID @Epoch: 78   >>> 
2023-09-16 09:33:48,001:	[Coach] >>> TEST  @Epoch: 78   >>> 
2023-09-16 09:33:53,157:	[Wall TIME] >>> ChiefCoach.train takes 5.156527 seconds ...
2023-09-16 09:33:53,223:	[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.13269
2023-09-16 09:33:53,223:	[Coach] >>> VALID @Epoch: 79   >>> 
2023-09-16 09:33:53,223:	[Coach] >>> TEST  @Epoch: 79   >>> 
2023-09-16 09:33:58,718:	[Wall TIME] >>> ChiefCoach.train takes 5.494625 seconds ...
2023-09-16 09:34:02,058:	[Wall TIME] >>> ChiefCoach.valid takes 3.266201 seconds ...
2023-09-16 09:34:02,059:	[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.13272
2023-09-16 09:34:02,059:	[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0427 || HITRATE@5 Avg: 0.1462 || HITRATE@10 Avg: 0.2132 || NDCG@5 Avg: 0.0955 || NDCG@10 Avg: 0.1171
2023-09-16 09:34:02,059:	[Coach] >>> TEST  @Epoch: 80   >>> 
2023-09-16 09:34:07,650:	[Wall TIME] >>> ChiefCoach.train takes 5.591291 seconds ...
2023-09-16 09:34:07,718:	[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.13424
2023-09-16 09:34:07,719:	[Coach] >>> VALID @Epoch: 81   >>> 
2023-09-16 09:34:07,719:	[Coach] >>> TEST  @Epoch: 81   >>> 
2023-09-16 09:34:13,352:	[Wall TIME] >>> ChiefCoach.train takes 5.633052 seconds ...
2023-09-16 09:34:13,441:	[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.13321
2023-09-16 09:34:13,441:	[Coach] >>> VALID @Epoch: 82   >>> 
2023-09-16 09:34:13,441:	[Coach] >>> TEST  @Epoch: 82   >>> 
2023-09-16 09:34:19,603:	[Wall TIME] >>> ChiefCoach.train takes 6.160846 seconds ...
2023-09-16 09:34:19,695:	[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.13184
2023-09-16 09:34:19,695:	[Coach] >>> VALID @Epoch: 83   >>> 
2023-09-16 09:34:19,695:	[Coach] >>> TEST  @Epoch: 83   >>> 
2023-09-16 09:34:25,077:	[Wall TIME] >>> ChiefCoach.train takes 5.381966 seconds ...
2023-09-16 09:34:25,141:	[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.13166
2023-09-16 09:34:25,141:	[Coach] >>> VALID @Epoch: 84   >>> 
2023-09-16 09:34:25,141:	[Coach] >>> TEST  @Epoch: 84   >>> 
2023-09-16 09:34:30,816:	[Wall TIME] >>> ChiefCoach.train takes 5.674968 seconds ...
2023-09-16 09:34:34,146:	[Wall TIME] >>> ChiefCoach.valid takes 3.261803 seconds ...
2023-09-16 09:34:34,146:	[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.13203
2023-09-16 09:34:34,146:	[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0444 || HITRATE@5 Avg: 0.1465 || HITRATE@10 Avg: 0.2192 || NDCG@5 Avg: 0.0958 || NDCG@10 Avg: 0.1193
2023-09-16 09:34:34,146:	[Coach] >>> TEST  @Epoch: 85   >>> 
2023-09-16 09:34:39,525:	[Wall TIME] >>> ChiefCoach.train takes 5.378566 seconds ...
2023-09-16 09:34:39,670:	[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.13083
2023-09-16 09:34:39,670:	[Coach] >>> VALID @Epoch: 86   >>> 
2023-09-16 09:34:39,670:	[Coach] >>> TEST  @Epoch: 86   >>> 
2023-09-16 09:34:45,413:	[Wall TIME] >>> ChiefCoach.train takes 5.742960 seconds ...
2023-09-16 09:34:45,486:	[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.13217
2023-09-16 09:34:45,486:	[Coach] >>> VALID @Epoch: 87   >>> 
2023-09-16 09:34:45,486:	[Coach] >>> TEST  @Epoch: 87   >>> 
2023-09-16 09:34:51,244:	[Wall TIME] >>> ChiefCoach.train takes 5.757449 seconds ...
2023-09-16 09:34:51,321:	[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.13030
2023-09-16 09:34:51,321:	[Coach] >>> VALID @Epoch: 88   >>> 
2023-09-16 09:34:51,321:	[Coach] >>> TEST  @Epoch: 88   >>> 
2023-09-16 09:34:56,519:	[Wall TIME] >>> ChiefCoach.train takes 5.197600 seconds ...
2023-09-16 09:34:56,612:	[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.12951
2023-09-16 09:34:56,612:	[Coach] >>> VALID @Epoch: 89   >>> 
2023-09-16 09:34:56,612:	[Coach] >>> TEST  @Epoch: 89   >>> 
2023-09-16 09:35:02,135:	[Wall TIME] >>> ChiefCoach.train takes 5.522738 seconds ...
2023-09-16 09:35:05,255:	[Wall TIME] >>> ChiefCoach.valid takes 3.053996 seconds ...
2023-09-16 09:35:05,255:	[Coach] >>> Better ***NDCG@10*** of ***0.1198*** 
2023-09-16 09:35:05,266:	[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.13014
2023-09-16 09:35:05,266:	[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0440 || HITRATE@5 Avg: 0.1422 || HITRATE@10 Avg: 0.2219 || NDCG@5 Avg: 0.0943 || NDCG@10 Avg: 0.1198
2023-09-16 09:35:05,266:	[Coach] >>> TEST  @Epoch: 90   >>> 
2023-09-16 09:35:11,195:	[Wall TIME] >>> ChiefCoach.train takes 5.928659 seconds ...
2023-09-16 09:35:11,264:	[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.12786
2023-09-16 09:35:11,264:	[Coach] >>> VALID @Epoch: 91   >>> 
2023-09-16 09:35:11,264:	[Coach] >>> TEST  @Epoch: 91   >>> 
2023-09-16 09:35:17,036:	[Wall TIME] >>> ChiefCoach.train takes 5.771784 seconds ...
2023-09-16 09:35:17,308:	[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.12804
2023-09-16 09:35:17,308:	[Coach] >>> VALID @Epoch: 92   >>> 
2023-09-16 09:35:17,309:	[Coach] >>> TEST  @Epoch: 92   >>> 
2023-09-16 09:35:22,710:	[Wall TIME] >>> ChiefCoach.train takes 5.401207 seconds ...
2023-09-16 09:35:22,875:	[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.12795
2023-09-16 09:35:22,875:	[Coach] >>> VALID @Epoch: 93   >>> 
2023-09-16 09:35:22,875:	[Coach] >>> TEST  @Epoch: 93   >>> 
2023-09-16 09:35:28,147:	[Wall TIME] >>> ChiefCoach.train takes 5.270920 seconds ...
2023-09-16 09:35:28,350:	[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.12789
2023-09-16 09:35:28,350:	[Coach] >>> VALID @Epoch: 94   >>> 
2023-09-16 09:35:28,350:	[Coach] >>> TEST  @Epoch: 94   >>> 
2023-09-16 09:35:33,940:	[Wall TIME] >>> ChiefCoach.train takes 5.589391 seconds ...
2023-09-16 09:35:37,104:	[Wall TIME] >>> ChiefCoach.valid takes 3.073191 seconds ...
2023-09-16 09:35:37,105:	[Coach] >>> Better ***NDCG@10*** of ***0.1215*** 
2023-09-16 09:35:37,115:	[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.12638
2023-09-16 09:35:37,116:	[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0457 || HITRATE@5 Avg: 0.1460 || HITRATE@10 Avg: 0.2242 || NDCG@5 Avg: 0.0964 || NDCG@10 Avg: 0.1215
2023-09-16 09:35:37,116:	[Coach] >>> TEST  @Epoch: 95   >>> 
2023-09-16 09:35:42,472:	[Wall TIME] >>> ChiefCoach.train takes 5.356152 seconds ...
2023-09-16 09:35:42,533:	[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.12427
2023-09-16 09:35:42,534:	[Coach] >>> VALID @Epoch: 96   >>> 
2023-09-16 09:35:42,534:	[Coach] >>> TEST  @Epoch: 96   >>> 
2023-09-16 09:35:48,078:	[Wall TIME] >>> ChiefCoach.train takes 5.544407 seconds ...
2023-09-16 09:35:48,187:	[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.12587
2023-09-16 09:35:48,188:	[Coach] >>> VALID @Epoch: 97   >>> 
2023-09-16 09:35:48,188:	[Coach] >>> TEST  @Epoch: 97   >>> 
2023-09-16 09:35:53,291:	[Wall TIME] >>> ChiefCoach.train takes 5.102726 seconds ...
2023-09-16 09:35:53,370:	[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.12595
2023-09-16 09:35:53,370:	[Coach] >>> VALID @Epoch: 98   >>> 
2023-09-16 09:35:53,370:	[Coach] >>> TEST  @Epoch: 98   >>> 
2023-09-16 09:35:58,789:	[Wall TIME] >>> ChiefCoach.train takes 5.418763 seconds ...
2023-09-16 09:35:58,855:	[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.12560
2023-09-16 09:35:58,855:	[Coach] >>> VALID @Epoch: 99   >>> 
2023-09-16 09:35:58,856:	[Coach] >>> TEST  @Epoch: 99   >>> 
2023-09-16 09:36:04,290:	[Wall TIME] >>> ChiefCoach.train takes 5.434727 seconds ...
2023-09-16 09:36:07,581:	[Wall TIME] >>> ChiefCoach.valid takes 3.199074 seconds ...
2023-09-16 09:36:07,582:	[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.12317
2023-09-16 09:36:07,582:	[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0442 || HITRATE@5 Avg: 0.1480 || HITRATE@10 Avg: 0.2230 || NDCG@5 Avg: 0.0967 || NDCG@10 Avg: 0.1208
2023-09-16 09:36:07,582:	[Coach] >>> TEST  @Epoch: 100  >>> 
2023-09-16 09:36:13,183:	[Wall TIME] >>> ChiefCoach.train takes 5.600659 seconds ...
2023-09-16 09:36:13,246:	[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.12497
2023-09-16 09:36:13,246:	[Coach] >>> VALID @Epoch: 101  >>> 
2023-09-16 09:36:13,246:	[Coach] >>> TEST  @Epoch: 101  >>> 
2023-09-16 09:36:18,722:	[Wall TIME] >>> ChiefCoach.train takes 5.475917 seconds ...
2023-09-16 09:36:18,801:	[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.12399
2023-09-16 09:36:18,801:	[Coach] >>> VALID @Epoch: 102  >>> 
2023-09-16 09:36:18,801:	[Coach] >>> TEST  @Epoch: 102  >>> 
2023-09-16 09:36:24,125:	[Wall TIME] >>> ChiefCoach.train takes 5.323963 seconds ...
2023-09-16 09:36:24,189:	[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.12348
2023-09-16 09:36:24,190:	[Coach] >>> VALID @Epoch: 103  >>> 
2023-09-16 09:36:24,190:	[Coach] >>> TEST  @Epoch: 103  >>> 
2023-09-16 09:36:30,258:	[Wall TIME] >>> ChiefCoach.train takes 6.068678 seconds ...
2023-09-16 09:36:30,313:	[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.12347
2023-09-16 09:36:30,313:	[Coach] >>> VALID @Epoch: 104  >>> 
2023-09-16 09:36:30,313:	[Coach] >>> TEST  @Epoch: 104  >>> 
2023-09-16 09:36:36,166:	[Wall TIME] >>> ChiefCoach.train takes 5.852063 seconds ...
2023-09-16 09:36:39,613:	[Wall TIME] >>> ChiefCoach.valid takes 3.225386 seconds ...
2023-09-16 09:36:39,613:	[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.12390
2023-09-16 09:36:39,614:	[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0437 || HITRATE@5 Avg: 0.1434 || HITRATE@10 Avg: 0.2162 || NDCG@5 Avg: 0.0944 || NDCG@10 Avg: 0.1179
2023-09-16 09:36:39,614:	[Coach] >>> TEST  @Epoch: 105  >>> 
2023-09-16 09:36:45,035:	[Wall TIME] >>> ChiefCoach.train takes 5.420759 seconds ...
2023-09-16 09:36:45,093:	[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.12346
2023-09-16 09:36:45,093:	[Coach] >>> VALID @Epoch: 106  >>> 
2023-09-16 09:36:45,093:	[Coach] >>> TEST  @Epoch: 106  >>> 
2023-09-16 09:36:50,958:	[Wall TIME] >>> ChiefCoach.train takes 5.864467 seconds ...
2023-09-16 09:36:51,044:	[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.12361
2023-09-16 09:36:51,044:	[Coach] >>> VALID @Epoch: 107  >>> 
2023-09-16 09:36:51,044:	[Coach] >>> TEST  @Epoch: 107  >>> 
2023-09-16 09:36:57,111:	[Wall TIME] >>> ChiefCoach.train takes 6.065900 seconds ...
2023-09-16 09:36:57,193:	[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.12335
2023-09-16 09:36:57,193:	[Coach] >>> VALID @Epoch: 108  >>> 
2023-09-16 09:36:57,193:	[Coach] >>> TEST  @Epoch: 108  >>> 
2023-09-16 09:37:02,461:	[Wall TIME] >>> ChiefCoach.train takes 5.267616 seconds ...
2023-09-16 09:37:02,527:	[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.12134
2023-09-16 09:37:02,527:	[Coach] >>> VALID @Epoch: 109  >>> 
2023-09-16 09:37:02,527:	[Coach] >>> TEST  @Epoch: 109  >>> 
2023-09-16 09:37:08,292:	[Wall TIME] >>> ChiefCoach.train takes 5.764664 seconds ...
2023-09-16 09:37:11,554:	[Wall TIME] >>> ChiefCoach.valid takes 3.181647 seconds ...
2023-09-16 09:37:11,554:	[Coach] >>> Better ***NDCG@10*** of ***0.1216*** 
2023-09-16 09:37:11,565:	[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.12277
2023-09-16 09:37:11,566:	[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0435 || HITRATE@5 Avg: 0.1505 || HITRATE@10 Avg: 0.2252 || NDCG@5 Avg: 0.0976 || NDCG@10 Avg: 0.1216
2023-09-16 09:37:11,566:	[Coach] >>> TEST  @Epoch: 110  >>> 
2023-09-16 09:37:17,261:	[Wall TIME] >>> ChiefCoach.train takes 5.695221 seconds ...
2023-09-16 09:37:17,326:	[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.12064
2023-09-16 09:37:17,326:	[Coach] >>> VALID @Epoch: 111  >>> 
2023-09-16 09:37:17,327:	[Coach] >>> TEST  @Epoch: 111  >>> 
2023-09-16 09:37:23,203:	[Wall TIME] >>> ChiefCoach.train takes 5.876623 seconds ...
2023-09-16 09:37:23,268:	[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.12060
2023-09-16 09:37:23,268:	[Coach] >>> VALID @Epoch: 112  >>> 
2023-09-16 09:37:23,268:	[Coach] >>> TEST  @Epoch: 112  >>> 
2023-09-16 09:37:28,804:	[Wall TIME] >>> ChiefCoach.train takes 5.535710 seconds ...
2023-09-16 09:37:28,957:	[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.12112
2023-09-16 09:37:28,958:	[Coach] >>> VALID @Epoch: 113  >>> 
2023-09-16 09:37:28,959:	[Coach] >>> TEST  @Epoch: 113  >>> 
2023-09-16 09:37:34,591:	[Wall TIME] >>> ChiefCoach.train takes 5.632004 seconds ...
2023-09-16 09:37:34,658:	[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.11988
2023-09-16 09:37:34,658:	[Coach] >>> VALID @Epoch: 114  >>> 
2023-09-16 09:37:34,658:	[Coach] >>> TEST  @Epoch: 114  >>> 
2023-09-16 09:37:40,350:	[Wall TIME] >>> ChiefCoach.train takes 5.691523 seconds ...
2023-09-16 09:37:43,935:	[Wall TIME] >>> ChiefCoach.valid takes 3.342187 seconds ...
2023-09-16 09:37:43,935:	[Coach] >>> Better ***NDCG@10*** of ***0.1225*** 
2023-09-16 09:37:43,947:	[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.12019
2023-09-16 09:37:43,947:	[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0459 || HITRATE@5 Avg: 0.1493 || HITRATE@10 Avg: 0.2263 || NDCG@5 Avg: 0.0979 || NDCG@10 Avg: 0.1225
2023-09-16 09:37:43,947:	[Coach] >>> TEST  @Epoch: 115  >>> 
2023-09-16 09:37:49,683:	[Wall TIME] >>> ChiefCoach.train takes 5.736310 seconds ...
2023-09-16 09:37:49,818:	[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.11857
2023-09-16 09:37:49,818:	[Coach] >>> VALID @Epoch: 116  >>> 
2023-09-16 09:37:49,818:	[Coach] >>> TEST  @Epoch: 116  >>> 
2023-09-16 09:37:55,591:	[Wall TIME] >>> ChiefCoach.train takes 5.772972 seconds ...
2023-09-16 09:37:55,682:	[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.11889
2023-09-16 09:37:55,683:	[Coach] >>> VALID @Epoch: 117  >>> 
2023-09-16 09:37:55,683:	[Coach] >>> TEST  @Epoch: 117  >>> 
2023-09-16 09:38:01,513:	[Wall TIME] >>> ChiefCoach.train takes 5.829259 seconds ...
2023-09-16 09:38:01,651:	[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.11845
2023-09-16 09:38:01,654:	[Coach] >>> VALID @Epoch: 118  >>> 
2023-09-16 09:38:01,654:	[Coach] >>> TEST  @Epoch: 118  >>> 
2023-09-16 09:38:07,463:	[Wall TIME] >>> ChiefCoach.train takes 5.808934 seconds ...
2023-09-16 09:38:07,528:	[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.11827
2023-09-16 09:38:07,528:	[Coach] >>> VALID @Epoch: 119  >>> 
2023-09-16 09:38:07,528:	[Coach] >>> TEST  @Epoch: 119  >>> 
2023-09-16 09:38:13,225:	[Wall TIME] >>> ChiefCoach.train takes 5.696654 seconds ...
2023-09-16 09:38:16,703:	[Wall TIME] >>> ChiefCoach.valid takes 3.401293 seconds ...
2023-09-16 09:38:16,703:	[Coach] >>> Better ***NDCG@10*** of ***0.1230*** 
2023-09-16 09:38:16,714:	[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.11813
2023-09-16 09:38:16,715:	[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0460 || HITRATE@5 Avg: 0.1474 || HITRATE@10 Avg: 0.2273 || NDCG@5 Avg: 0.0973 || NDCG@10 Avg: 0.1230
2023-09-16 09:38:16,715:	[Coach] >>> TEST  @Epoch: 120  >>> 
2023-09-16 09:38:22,209:	[Wall TIME] >>> ChiefCoach.train takes 5.493829 seconds ...
2023-09-16 09:38:22,286:	[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.11764
2023-09-16 09:38:22,286:	[Coach] >>> VALID @Epoch: 121  >>> 
2023-09-16 09:38:22,286:	[Coach] >>> TEST  @Epoch: 121  >>> 
2023-09-16 09:38:27,846:	[Wall TIME] >>> ChiefCoach.train takes 5.559578 seconds ...
2023-09-16 09:38:27,914:	[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.11823
2023-09-16 09:38:27,914:	[Coach] >>> VALID @Epoch: 122  >>> 
2023-09-16 09:38:27,914:	[Coach] >>> TEST  @Epoch: 122  >>> 
2023-09-16 09:38:34,032:	[Wall TIME] >>> ChiefCoach.train takes 6.117438 seconds ...
2023-09-16 09:38:34,092:	[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.11843
2023-09-16 09:38:34,092:	[Coach] >>> VALID @Epoch: 123  >>> 
2023-09-16 09:38:34,092:	[Coach] >>> TEST  @Epoch: 123  >>> 
2023-09-16 09:38:39,878:	[Wall TIME] >>> ChiefCoach.train takes 5.785852 seconds ...
2023-09-16 09:38:40,216:	[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.11726
2023-09-16 09:38:40,216:	[Coach] >>> VALID @Epoch: 124  >>> 
2023-09-16 09:38:40,216:	[Coach] >>> TEST  @Epoch: 124  >>> 
2023-09-16 09:38:45,643:	[Wall TIME] >>> ChiefCoach.train takes 5.426752 seconds ...
2023-09-16 09:38:49,103:	[Wall TIME] >>> ChiefCoach.valid takes 3.392209 seconds ...
2023-09-16 09:38:49,104:	[Coach] >>> Better ***NDCG@10*** of ***0.1244*** 
2023-09-16 09:38:49,114:	[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.11711
2023-09-16 09:38:49,114:	[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0482 || HITRATE@5 Avg: 0.1488 || HITRATE@10 Avg: 0.2276 || NDCG@5 Avg: 0.0990 || NDCG@10 Avg: 0.1244
2023-09-16 09:38:49,114:	[Coach] >>> TEST  @Epoch: 125  >>> 
2023-09-16 09:38:54,688:	[Wall TIME] >>> ChiefCoach.train takes 5.573177 seconds ...
2023-09-16 09:38:54,768:	[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.11623
2023-09-16 09:38:54,769:	[Coach] >>> VALID @Epoch: 126  >>> 
2023-09-16 09:38:54,769:	[Coach] >>> TEST  @Epoch: 126  >>> 
2023-09-16 09:39:00,185:	[Wall TIME] >>> ChiefCoach.train takes 5.416219 seconds ...
2023-09-16 09:39:00,273:	[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.11647
2023-09-16 09:39:00,273:	[Coach] >>> VALID @Epoch: 127  >>> 
2023-09-16 09:39:00,273:	[Coach] >>> TEST  @Epoch: 127  >>> 
2023-09-16 09:39:05,899:	[Wall TIME] >>> ChiefCoach.train takes 5.626296 seconds ...
2023-09-16 09:39:05,969:	[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.11603
2023-09-16 09:39:05,969:	[Coach] >>> VALID @Epoch: 128  >>> 
2023-09-16 09:39:05,969:	[Coach] >>> TEST  @Epoch: 128  >>> 
2023-09-16 09:39:11,328:	[Wall TIME] >>> ChiefCoach.train takes 5.357937 seconds ...
2023-09-16 09:39:11,403:	[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.11798
2023-09-16 09:39:11,403:	[Coach] >>> VALID @Epoch: 129  >>> 
2023-09-16 09:39:11,404:	[Coach] >>> TEST  @Epoch: 129  >>> 
2023-09-16 09:39:17,144:	[Wall TIME] >>> ChiefCoach.train takes 5.740192 seconds ...
2023-09-16 09:39:20,557:	[Wall TIME] >>> ChiefCoach.valid takes 3.119943 seconds ...
2023-09-16 09:39:20,558:	[Coach] >>> Better ***NDCG@10*** of ***0.1252*** 
2023-09-16 09:39:20,569:	[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.11676
2023-09-16 09:39:20,569:	[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0500 || HITRATE@5 Avg: 0.1459 || HITRATE@10 Avg: 0.2298 || NDCG@5 Avg: 0.0981 || NDCG@10 Avg: 0.1252
2023-09-16 09:39:20,569:	[Coach] >>> TEST  @Epoch: 130  >>> 
2023-09-16 09:39:26,341:	[Wall TIME] >>> ChiefCoach.train takes 5.771671 seconds ...
2023-09-16 09:39:26,415:	[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.11722
2023-09-16 09:39:26,415:	[Coach] >>> VALID @Epoch: 131  >>> 
2023-09-16 09:39:26,415:	[Coach] >>> TEST  @Epoch: 131  >>> 
2023-09-16 09:39:31,740:	[Wall TIME] >>> ChiefCoach.train takes 5.324414 seconds ...
2023-09-16 09:39:31,870:	[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.11628
2023-09-16 09:39:31,870:	[Coach] >>> VALID @Epoch: 132  >>> 
2023-09-16 09:39:31,871:	[Coach] >>> TEST  @Epoch: 132  >>> 
2023-09-16 09:39:37,533:	[Wall TIME] >>> ChiefCoach.train takes 5.662157 seconds ...
2023-09-16 09:39:37,736:	[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.11595
2023-09-16 09:39:37,736:	[Coach] >>> VALID @Epoch: 133  >>> 
2023-09-16 09:39:37,736:	[Coach] >>> TEST  @Epoch: 133  >>> 
2023-09-16 09:39:43,048:	[Wall TIME] >>> ChiefCoach.train takes 5.311238 seconds ...
2023-09-16 09:39:43,115:	[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.11478
2023-09-16 09:39:43,115:	[Coach] >>> VALID @Epoch: 134  >>> 
2023-09-16 09:39:43,115:	[Coach] >>> TEST  @Epoch: 134  >>> 
2023-09-16 09:39:48,553:	[Wall TIME] >>> ChiefCoach.train takes 5.437770 seconds ...
2023-09-16 09:39:52,045:	[Wall TIME] >>> ChiefCoach.valid takes 3.335281 seconds ...
2023-09-16 09:39:52,046:	[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.11440
2023-09-16 09:39:52,046:	[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0490 || HITRATE@5 Avg: 0.1470 || HITRATE@10 Avg: 0.2273 || NDCG@5 Avg: 0.0984 || NDCG@10 Avg: 0.1243
2023-09-16 09:39:52,046:	[Coach] >>> TEST  @Epoch: 135  >>> 
2023-09-16 09:39:57,681:	[Wall TIME] >>> ChiefCoach.train takes 5.634651 seconds ...
2023-09-16 09:39:57,777:	[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.11446
2023-09-16 09:39:57,778:	[Coach] >>> VALID @Epoch: 136  >>> 
2023-09-16 09:39:57,778:	[Coach] >>> TEST  @Epoch: 136  >>> 
2023-09-16 09:40:03,536:	[Wall TIME] >>> ChiefCoach.train takes 5.757530 seconds ...
2023-09-16 09:40:03,690:	[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.11346
2023-09-16 09:40:03,690:	[Coach] >>> VALID @Epoch: 137  >>> 
2023-09-16 09:40:03,691:	[Coach] >>> TEST  @Epoch: 137  >>> 
2023-09-16 09:40:09,016:	[Wall TIME] >>> ChiefCoach.train takes 5.324034 seconds ...
2023-09-16 09:40:09,084:	[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.11453
2023-09-16 09:40:09,084:	[Coach] >>> VALID @Epoch: 138  >>> 
2023-09-16 09:40:09,084:	[Coach] >>> TEST  @Epoch: 138  >>> 
2023-09-16 09:40:14,489:	[Wall TIME] >>> ChiefCoach.train takes 5.404342 seconds ...
2023-09-16 09:40:14,570:	[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.11467
2023-09-16 09:40:14,570:	[Coach] >>> VALID @Epoch: 139  >>> 
2023-09-16 09:40:14,570:	[Coach] >>> TEST  @Epoch: 139  >>> 
2023-09-16 09:40:19,853:	[Wall TIME] >>> ChiefCoach.train takes 5.282768 seconds ...
2023-09-16 09:40:22,653:	[Wall TIME] >>> ChiefCoach.valid takes 2.673390 seconds ...
2023-09-16 09:40:22,654:	[Coach] >>> Better ***NDCG@10*** of ***0.1258*** 
2023-09-16 09:40:22,665:	[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.11469
2023-09-16 09:40:22,665:	[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0478 || HITRATE@5 Avg: 0.1558 || HITRATE@10 Avg: 0.2320 || NDCG@5 Avg: 0.1013 || NDCG@10 Avg: 0.1258
2023-09-16 09:40:22,665:	[Coach] >>> TEST  @Epoch: 140  >>> 
2023-09-16 09:40:27,996:	[Wall TIME] >>> ChiefCoach.train takes 5.330608 seconds ...
2023-09-16 09:40:28,081:	[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.11485
2023-09-16 09:40:28,081:	[Coach] >>> VALID @Epoch: 141  >>> 
2023-09-16 09:40:28,081:	[Coach] >>> TEST  @Epoch: 141  >>> 
2023-09-16 09:40:33,038:	[Wall TIME] >>> ChiefCoach.train takes 4.956403 seconds ...
2023-09-16 09:40:33,108:	[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.11283
2023-09-16 09:40:33,108:	[Coach] >>> VALID @Epoch: 142  >>> 
2023-09-16 09:40:33,108:	[Coach] >>> TEST  @Epoch: 142  >>> 
2023-09-16 09:40:38,630:	[Wall TIME] >>> ChiefCoach.train takes 5.521509 seconds ...
2023-09-16 09:40:38,703:	[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.11337
2023-09-16 09:40:38,703:	[Coach] >>> VALID @Epoch: 143  >>> 
2023-09-16 09:40:38,703:	[Coach] >>> TEST  @Epoch: 143  >>> 
2023-09-16 09:40:44,055:	[Wall TIME] >>> ChiefCoach.train takes 5.351434 seconds ...
2023-09-16 09:40:44,126:	[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.11386
2023-09-16 09:40:44,126:	[Coach] >>> VALID @Epoch: 144  >>> 
2023-09-16 09:40:44,127:	[Coach] >>> TEST  @Epoch: 144  >>> 
2023-09-16 09:40:49,871:	[Wall TIME] >>> ChiefCoach.train takes 5.743827 seconds ...
2023-09-16 09:40:53,022:	[Wall TIME] >>> ChiefCoach.valid takes 3.013232 seconds ...
2023-09-16 09:40:53,022:	[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.11274
2023-09-16 09:40:53,022:	[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0483 || HITRATE@5 Avg: 0.1497 || HITRATE@10 Avg: 0.2276 || NDCG@5 Avg: 0.0993 || NDCG@10 Avg: 0.1244
2023-09-16 09:40:53,022:	[Coach] >>> TEST  @Epoch: 145  >>> 
2023-09-16 09:40:58,380:	[Wall TIME] >>> ChiefCoach.train takes 5.357000 seconds ...
2023-09-16 09:40:58,510:	[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.11231
2023-09-16 09:40:58,510:	[Coach] >>> VALID @Epoch: 146  >>> 
2023-09-16 09:40:58,510:	[Coach] >>> TEST  @Epoch: 146  >>> 
2023-09-16 09:41:04,296:	[Wall TIME] >>> ChiefCoach.train takes 5.786277 seconds ...
2023-09-16 09:41:04,368:	[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.11380
2023-09-16 09:41:04,368:	[Coach] >>> VALID @Epoch: 147  >>> 
2023-09-16 09:41:04,368:	[Coach] >>> TEST  @Epoch: 147  >>> 
2023-09-16 09:41:09,881:	[Wall TIME] >>> ChiefCoach.train takes 5.511890 seconds ...
2023-09-16 09:41:09,948:	[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.11297
2023-09-16 09:41:09,948:	[Coach] >>> VALID @Epoch: 148  >>> 
2023-09-16 09:41:09,948:	[Coach] >>> TEST  @Epoch: 148  >>> 
2023-09-16 09:41:15,577:	[Wall TIME] >>> ChiefCoach.train takes 5.629182 seconds ...
2023-09-16 09:41:15,652:	[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.11344
2023-09-16 09:41:15,653:	[Coach] >>> VALID @Epoch: 149  >>> 
2023-09-16 09:41:15,653:	[Coach] >>> TEST  @Epoch: 149  >>> 
2023-09-16 09:41:21,008:	[Wall TIME] >>> ChiefCoach.train takes 5.355421 seconds ...
2023-09-16 09:41:23,940:	[Wall TIME] >>> ChiefCoach.valid takes 2.865174 seconds ...
2023-09-16 09:41:23,940:	[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.11143
2023-09-16 09:41:23,940:	[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0482 || HITRATE@5 Avg: 0.1449 || HITRATE@10 Avg: 0.2245 || NDCG@5 Avg: 0.0968 || NDCG@10 Avg: 0.1226
2023-09-16 09:41:23,940:	[Coach] >>> TEST  @Epoch: 150  >>> 
2023-09-16 09:41:29,699:	[Wall TIME] >>> ChiefCoach.train takes 5.757931 seconds ...
2023-09-16 09:41:29,787:	[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.11268
2023-09-16 09:41:29,787:	[Coach] >>> VALID @Epoch: 151  >>> 
2023-09-16 09:41:29,787:	[Coach] >>> TEST  @Epoch: 151  >>> 
2023-09-16 09:41:35,023:	[Wall TIME] >>> ChiefCoach.train takes 5.235833 seconds ...
2023-09-16 09:41:35,113:	[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.11249
2023-09-16 09:41:35,114:	[Coach] >>> VALID @Epoch: 152  >>> 
2023-09-16 09:41:35,114:	[Coach] >>> TEST  @Epoch: 152  >>> 
2023-09-16 09:41:40,413:	[Wall TIME] >>> ChiefCoach.train takes 5.298658 seconds ...
2023-09-16 09:41:40,502:	[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.11304
2023-09-16 09:41:40,503:	[Coach] >>> VALID @Epoch: 153  >>> 
2023-09-16 09:41:40,503:	[Coach] >>> TEST  @Epoch: 153  >>> 
2023-09-16 09:41:45,885:	[Wall TIME] >>> ChiefCoach.train takes 5.382585 seconds ...
2023-09-16 09:41:45,953:	[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.11243
2023-09-16 09:41:45,954:	[Coach] >>> VALID @Epoch: 154  >>> 
2023-09-16 09:41:45,954:	[Coach] >>> TEST  @Epoch: 154  >>> 
2023-09-16 09:41:51,451:	[Wall TIME] >>> ChiefCoach.train takes 5.497044 seconds ...
2023-09-16 09:41:54,442:	[Wall TIME] >>> ChiefCoach.valid takes 2.924514 seconds ...
2023-09-16 09:41:54,443:	[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.11167
2023-09-16 09:41:54,444:	[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0474 || HITRATE@5 Avg: 0.1482 || HITRATE@10 Avg: 0.2250 || NDCG@5 Avg: 0.0982 || NDCG@10 Avg: 0.1231
2023-09-16 09:41:54,445:	[Coach] >>> TEST  @Epoch: 155  >>> 
2023-09-16 09:42:00,051:	[Wall TIME] >>> ChiefCoach.train takes 5.604920 seconds ...
2023-09-16 09:42:00,111:	[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.11142
2023-09-16 09:42:00,112:	[Coach] >>> VALID @Epoch: 156  >>> 
2023-09-16 09:42:00,112:	[Coach] >>> TEST  @Epoch: 156  >>> 
2023-09-16 09:42:06,108:	[Wall TIME] >>> ChiefCoach.train takes 5.996341 seconds ...
2023-09-16 09:42:06,532:	[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.11122
2023-09-16 09:42:06,532:	[Coach] >>> VALID @Epoch: 157  >>> 
2023-09-16 09:42:06,532:	[Coach] >>> TEST  @Epoch: 157  >>> 
2023-09-16 09:42:11,969:	[Wall TIME] >>> ChiefCoach.train takes 5.436581 seconds ...
2023-09-16 09:42:12,036:	[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.11135
2023-09-16 09:42:12,037:	[Coach] >>> VALID @Epoch: 158  >>> 
2023-09-16 09:42:12,037:	[Coach] >>> TEST  @Epoch: 158  >>> 
2023-09-16 09:42:17,577:	[Wall TIME] >>> ChiefCoach.train takes 5.539801 seconds ...
2023-09-16 09:42:17,984:	[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.11024
2023-09-16 09:42:17,984:	[Coach] >>> VALID @Epoch: 159  >>> 
2023-09-16 09:42:17,984:	[Coach] >>> TEST  @Epoch: 159  >>> 
2023-09-16 09:42:23,862:	[Wall TIME] >>> ChiefCoach.train takes 5.878013 seconds ...
2023-09-16 09:42:26,859:	[Wall TIME] >>> ChiefCoach.valid takes 2.927995 seconds ...
2023-09-16 09:42:26,859:	[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.11054
2023-09-16 09:42:26,859:	[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0502 || HITRATE@5 Avg: 0.1480 || HITRATE@10 Avg: 0.2233 || NDCG@5 Avg: 0.0992 || NDCG@10 Avg: 0.1235
2023-09-16 09:42:26,860:	[Coach] >>> TEST  @Epoch: 160  >>> 
2023-09-16 09:42:32,230:	[Wall TIME] >>> ChiefCoach.train takes 5.369785 seconds ...
2023-09-16 09:42:32,300:	[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.11089
2023-09-16 09:42:32,301:	[Coach] >>> VALID @Epoch: 161  >>> 
2023-09-16 09:42:32,301:	[Coach] >>> TEST  @Epoch: 161  >>> 
2023-09-16 09:42:37,361:	[Wall TIME] >>> ChiefCoach.train takes 5.059995 seconds ...
2023-09-16 09:42:37,443:	[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.11023
2023-09-16 09:42:37,443:	[Coach] >>> VALID @Epoch: 162  >>> 
2023-09-16 09:42:37,444:	[Coach] >>> TEST  @Epoch: 162  >>> 
2023-09-16 09:42:42,700:	[Wall TIME] >>> ChiefCoach.train takes 5.255779 seconds ...
2023-09-16 09:42:42,767:	[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.11165
2023-09-16 09:42:42,768:	[Coach] >>> VALID @Epoch: 163  >>> 
2023-09-16 09:42:42,768:	[Coach] >>> TEST  @Epoch: 163  >>> 
2023-09-16 09:42:48,141:	[Wall TIME] >>> ChiefCoach.train takes 5.373435 seconds ...
2023-09-16 09:42:48,208:	[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.10955
2023-09-16 09:42:48,208:	[Coach] >>> VALID @Epoch: 164  >>> 
2023-09-16 09:42:48,208:	[Coach] >>> TEST  @Epoch: 164  >>> 
2023-09-16 09:42:53,659:	[Wall TIME] >>> ChiefCoach.train takes 5.450080 seconds ...
2023-09-16 09:42:56,951:	[Wall TIME] >>> ChiefCoach.valid takes 3.208385 seconds ...
2023-09-16 09:42:56,952:	[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.11011
2023-09-16 09:42:56,952:	[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0505 || HITRATE@5 Avg: 0.1503 || HITRATE@10 Avg: 0.2245 || NDCG@5 Avg: 0.1005 || NDCG@10 Avg: 0.1243
2023-09-16 09:42:56,952:	[Coach] >>> TEST  @Epoch: 165  >>> 
2023-09-16 09:43:02,590:	[Wall TIME] >>> ChiefCoach.train takes 5.637293 seconds ...
2023-09-16 09:43:02,816:	[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.11013
2023-09-16 09:43:02,817:	[Coach] >>> VALID @Epoch: 166  >>> 
2023-09-16 09:43:02,817:	[Coach] >>> TEST  @Epoch: 166  >>> 
2023-09-16 09:43:08,643:	[Wall TIME] >>> ChiefCoach.train takes 5.826111 seconds ...
2023-09-16 09:43:08,752:	[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.11057
2023-09-16 09:43:08,753:	[Coach] >>> VALID @Epoch: 167  >>> 
2023-09-16 09:43:08,753:	[Coach] >>> TEST  @Epoch: 167  >>> 
2023-09-16 09:43:14,676:	[Wall TIME] >>> ChiefCoach.train takes 5.923262 seconds ...
2023-09-16 09:43:14,758:	[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.11148
2023-09-16 09:43:14,758:	[Coach] >>> VALID @Epoch: 168  >>> 
2023-09-16 09:43:14,758:	[Coach] >>> TEST  @Epoch: 168  >>> 
2023-09-16 09:43:20,384:	[Wall TIME] >>> ChiefCoach.train takes 5.625393 seconds ...
2023-09-16 09:43:20,460:	[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.10956
2023-09-16 09:43:20,461:	[Coach] >>> VALID @Epoch: 169  >>> 
2023-09-16 09:43:20,461:	[Coach] >>> TEST  @Epoch: 169  >>> 
2023-09-16 09:43:26,393:	[Wall TIME] >>> ChiefCoach.train takes 5.932291 seconds ...
2023-09-16 09:43:29,747:	[Wall TIME] >>> ChiefCoach.valid takes 3.163340 seconds ...
2023-09-16 09:43:29,747:	[Coach] >>> Better ***NDCG@10*** of ***0.1259*** 
2023-09-16 09:43:29,764:	[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.11087
2023-09-16 09:43:29,764:	[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0495 || HITRATE@5 Avg: 0.1550 || HITRATE@10 Avg: 0.2290 || NDCG@5 Avg: 0.1021 || NDCG@10 Avg: 0.1259
2023-09-16 09:43:29,764:	[Coach] >>> TEST  @Epoch: 170  >>> 
2023-09-16 09:43:35,591:	[Wall TIME] >>> ChiefCoach.train takes 5.826081 seconds ...
2023-09-16 09:43:35,665:	[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.11006
2023-09-16 09:43:35,665:	[Coach] >>> VALID @Epoch: 171  >>> 
2023-09-16 09:43:35,665:	[Coach] >>> TEST  @Epoch: 171  >>> 
2023-09-16 09:43:41,109:	[Wall TIME] >>> ChiefCoach.train takes 5.443391 seconds ...
2023-09-16 09:43:41,344:	[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.10939
2023-09-16 09:43:41,344:	[Coach] >>> VALID @Epoch: 172  >>> 
2023-09-16 09:43:41,344:	[Coach] >>> TEST  @Epoch: 172  >>> 
2023-09-16 09:43:46,729:	[Wall TIME] >>> ChiefCoach.train takes 5.384326 seconds ...
2023-09-16 09:43:46,965:	[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.10948
2023-09-16 09:43:46,965:	[Coach] >>> VALID @Epoch: 173  >>> 
2023-09-16 09:43:46,966:	[Coach] >>> TEST  @Epoch: 173  >>> 
2023-09-16 09:43:52,440:	[Wall TIME] >>> ChiefCoach.train takes 5.474658 seconds ...
2023-09-16 09:43:52,890:	[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.10836
2023-09-16 09:43:52,891:	[Coach] >>> VALID @Epoch: 174  >>> 
2023-09-16 09:43:52,892:	[Coach] >>> TEST  @Epoch: 174  >>> 
2023-09-16 09:43:58,641:	[Wall TIME] >>> ChiefCoach.train takes 5.749232 seconds ...
2023-09-16 09:44:01,741:	[Wall TIME] >>> ChiefCoach.valid takes 3.015991 seconds ...
2023-09-16 09:44:01,741:	[Coach] >>> Better ***NDCG@10*** of ***0.1264*** 
2023-09-16 09:44:01,754:	[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.10961
2023-09-16 09:44:01,754:	[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0500 || HITRATE@5 Avg: 0.1543 || HITRATE@10 Avg: 0.2305 || NDCG@5 Avg: 0.1020 || NDCG@10 Avg: 0.1264
2023-09-16 09:44:01,754:	[Coach] >>> TEST  @Epoch: 175  >>> 
2023-09-16 09:44:07,027:	[Wall TIME] >>> ChiefCoach.train takes 5.272807 seconds ...
2023-09-16 09:44:07,090:	[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.10802
2023-09-16 09:44:07,090:	[Coach] >>> VALID @Epoch: 176  >>> 
2023-09-16 09:44:07,091:	[Coach] >>> TEST  @Epoch: 176  >>> 
2023-09-16 09:44:12,669:	[Wall TIME] >>> ChiefCoach.train takes 5.578624 seconds ...
2023-09-16 09:44:12,757:	[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.10793
2023-09-16 09:44:12,757:	[Coach] >>> VALID @Epoch: 177  >>> 
2023-09-16 09:44:12,757:	[Coach] >>> TEST  @Epoch: 177  >>> 
2023-09-16 09:44:18,061:	[Wall TIME] >>> ChiefCoach.train takes 5.303954 seconds ...
2023-09-16 09:44:18,216:	[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.10942
2023-09-16 09:44:18,216:	[Coach] >>> VALID @Epoch: 178  >>> 
2023-09-16 09:44:18,216:	[Coach] >>> TEST  @Epoch: 178  >>> 
2023-09-16 09:44:23,839:	[Wall TIME] >>> ChiefCoach.train takes 5.622587 seconds ...
2023-09-16 09:44:23,980:	[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.10812
2023-09-16 09:44:23,980:	[Coach] >>> VALID @Epoch: 179  >>> 
2023-09-16 09:44:23,980:	[Coach] >>> TEST  @Epoch: 179  >>> 
2023-09-16 09:44:29,520:	[Wall TIME] >>> ChiefCoach.train takes 5.540190 seconds ...
2023-09-16 09:44:33,054:	[Wall TIME] >>> ChiefCoach.valid takes 3.446013 seconds ...
2023-09-16 09:44:33,055:	[Coach] >>> Better ***NDCG@10*** of ***0.1281*** 
2023-09-16 09:44:33,069:	[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.10752
2023-09-16 09:44:33,070:	[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0518 || HITRATE@5 Avg: 0.1550 || HITRATE@10 Avg: 0.2323 || NDCG@5 Avg: 0.1033 || NDCG@10 Avg: 0.1281
2023-09-16 09:44:33,070:	[Coach] >>> TEST  @Epoch: 180  >>> 
2023-09-16 09:44:39,030:	[Wall TIME] >>> ChiefCoach.train takes 5.959744 seconds ...
2023-09-16 09:44:39,103:	[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.10713
2023-09-16 09:44:39,103:	[Coach] >>> VALID @Epoch: 181  >>> 
2023-09-16 09:44:39,103:	[Coach] >>> TEST  @Epoch: 181  >>> 
2023-09-16 09:44:44,469:	[Wall TIME] >>> ChiefCoach.train takes 5.365505 seconds ...
2023-09-16 09:44:44,636:	[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.10733
2023-09-16 09:44:44,637:	[Coach] >>> VALID @Epoch: 182  >>> 
2023-09-16 09:44:44,637:	[Coach] >>> TEST  @Epoch: 182  >>> 
2023-09-16 09:44:50,432:	[Wall TIME] >>> ChiefCoach.train takes 5.795192 seconds ...
2023-09-16 09:44:50,530:	[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.10757
2023-09-16 09:44:50,530:	[Coach] >>> VALID @Epoch: 183  >>> 
2023-09-16 09:44:50,530:	[Coach] >>> TEST  @Epoch: 183  >>> 
2023-09-16 09:44:56,153:	[Wall TIME] >>> ChiefCoach.train takes 5.622945 seconds ...
2023-09-16 09:44:56,239:	[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.10748
2023-09-16 09:44:56,239:	[Coach] >>> VALID @Epoch: 184  >>> 
2023-09-16 09:44:56,239:	[Coach] >>> TEST  @Epoch: 184  >>> 
2023-09-16 09:45:01,690:	[Wall TIME] >>> ChiefCoach.train takes 5.450579 seconds ...
2023-09-16 09:45:05,080:	[Wall TIME] >>> ChiefCoach.valid takes 3.309391 seconds ...
2023-09-16 09:45:05,080:	[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.10853
2023-09-16 09:45:05,080:	[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0495 || HITRATE@5 Avg: 0.1528 || HITRATE@10 Avg: 0.2291 || NDCG@5 Avg: 0.1014 || NDCG@10 Avg: 0.1259
2023-09-16 09:45:05,081:	[Coach] >>> TEST  @Epoch: 185  >>> 
2023-09-16 09:45:11,116:	[Wall TIME] >>> ChiefCoach.train takes 6.035153 seconds ...
2023-09-16 09:45:11,188:	[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.10768
2023-09-16 09:45:11,188:	[Coach] >>> VALID @Epoch: 186  >>> 
2023-09-16 09:45:11,188:	[Coach] >>> TEST  @Epoch: 186  >>> 
2023-09-16 09:45:16,767:	[Wall TIME] >>> ChiefCoach.train takes 5.578216 seconds ...
2023-09-16 09:45:16,837:	[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.10711
2023-09-16 09:45:16,838:	[Coach] >>> VALID @Epoch: 187  >>> 
2023-09-16 09:45:16,838:	[Coach] >>> TEST  @Epoch: 187  >>> 
2023-09-16 09:45:22,522:	[Wall TIME] >>> ChiefCoach.train takes 5.683749 seconds ...
2023-09-16 09:45:22,591:	[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.10751
2023-09-16 09:45:22,592:	[Coach] >>> VALID @Epoch: 188  >>> 
2023-09-16 09:45:22,592:	[Coach] >>> TEST  @Epoch: 188  >>> 
2023-09-16 09:45:28,400:	[Wall TIME] >>> ChiefCoach.train takes 5.807534 seconds ...
2023-09-16 09:45:28,476:	[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.10548
2023-09-16 09:45:28,476:	[Coach] >>> VALID @Epoch: 189  >>> 
2023-09-16 09:45:28,476:	[Coach] >>> TEST  @Epoch: 189  >>> 
2023-09-16 09:45:34,662:	[Wall TIME] >>> ChiefCoach.train takes 6.185346 seconds ...
2023-09-16 09:45:38,166:	[Wall TIME] >>> ChiefCoach.valid takes 3.440881 seconds ...
2023-09-16 09:45:38,166:	[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.10587
2023-09-16 09:45:38,166:	[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0475 || HITRATE@5 Avg: 0.1513 || HITRATE@10 Avg: 0.2278 || NDCG@5 Avg: 0.0996 || NDCG@10 Avg: 0.1242
2023-09-16 09:45:38,166:	[Coach] >>> TEST  @Epoch: 190  >>> 
2023-09-16 09:45:43,772:	[Wall TIME] >>> ChiefCoach.train takes 5.605752 seconds ...
2023-09-16 09:45:43,838:	[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.10607
2023-09-16 09:45:43,838:	[Coach] >>> VALID @Epoch: 191  >>> 
2023-09-16 09:45:43,838:	[Coach] >>> TEST  @Epoch: 191  >>> 
2023-09-16 09:45:49,514:	[Wall TIME] >>> ChiefCoach.train takes 5.675845 seconds ...
2023-09-16 09:45:49,592:	[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.10650
2023-09-16 09:45:49,592:	[Coach] >>> VALID @Epoch: 192  >>> 
2023-09-16 09:45:49,592:	[Coach] >>> TEST  @Epoch: 192  >>> 
2023-09-16 09:45:55,199:	[Wall TIME] >>> ChiefCoach.train takes 5.606781 seconds ...
2023-09-16 09:45:55,276:	[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.10562
2023-09-16 09:45:55,277:	[Coach] >>> VALID @Epoch: 193  >>> 
2023-09-16 09:45:55,277:	[Coach] >>> TEST  @Epoch: 193  >>> 
2023-09-16 09:46:00,968:	[Wall TIME] >>> ChiefCoach.train takes 5.691099 seconds ...
2023-09-16 09:46:01,036:	[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.10554
2023-09-16 09:46:01,037:	[Coach] >>> VALID @Epoch: 194  >>> 
2023-09-16 09:46:01,037:	[Coach] >>> TEST  @Epoch: 194  >>> 
2023-09-16 09:46:06,703:	[Wall TIME] >>> ChiefCoach.train takes 5.666335 seconds ...
2023-09-16 09:46:10,160:	[Wall TIME] >>> ChiefCoach.valid takes 3.390196 seconds ...
2023-09-16 09:46:10,160:	[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.10598
2023-09-16 09:46:10,160:	[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0485 || HITRATE@5 Avg: 0.1538 || HITRATE@10 Avg: 0.2296 || NDCG@5 Avg: 0.1015 || NDCG@10 Avg: 0.1259
2023-09-16 09:46:10,160:	[Coach] >>> TEST  @Epoch: 195  >>> 
2023-09-16 09:46:16,021:	[Wall TIME] >>> ChiefCoach.train takes 5.860657 seconds ...
2023-09-16 09:46:16,296:	[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.10688
2023-09-16 09:46:16,296:	[Coach] >>> VALID @Epoch: 196  >>> 
2023-09-16 09:46:16,296:	[Coach] >>> TEST  @Epoch: 196  >>> 
2023-09-16 09:46:21,992:	[Wall TIME] >>> ChiefCoach.train takes 5.695756 seconds ...
2023-09-16 09:46:22,076:	[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.10654
2023-09-16 09:46:22,076:	[Coach] >>> VALID @Epoch: 197  >>> 
2023-09-16 09:46:22,076:	[Coach] >>> TEST  @Epoch: 197  >>> 
2023-09-16 09:46:27,749:	[Wall TIME] >>> ChiefCoach.train takes 5.672868 seconds ...
2023-09-16 09:46:27,826:	[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.10483
2023-09-16 09:46:27,827:	[Coach] >>> VALID @Epoch: 198  >>> 
2023-09-16 09:46:27,827:	[Coach] >>> TEST  @Epoch: 198  >>> 
2023-09-16 09:46:32,923:	[Wall TIME] >>> ChiefCoach.train takes 5.096021 seconds ...
2023-09-16 09:46:33,199:	[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.10588
2023-09-16 09:46:33,199:	[Coach] >>> VALID @Epoch: 199  >>> 
2023-09-16 09:46:33,199:	[Coach] >>> TEST  @Epoch: 199  >>> 
2023-09-16 09:46:38,559:	[Wall TIME] >>> ChiefCoach.train takes 5.359736 seconds ...
2023-09-16 09:46:41,794:	[Wall TIME] >>> ChiefCoach.valid takes 3.169554 seconds ...
2023-09-16 09:46:41,795:	[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.10494
2023-09-16 09:46:41,795:	[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0492 || HITRATE@5 Avg: 0.1533 || HITRATE@10 Avg: 0.2278 || NDCG@5 Avg: 0.1016 || NDCG@10 Avg: 0.1257
2023-09-16 09:46:41,795:	[Coach] >>> TEST  @Epoch: 200  >>> 
2023-09-16 09:46:47,244:	[Wall TIME] >>> ChiefCoach.train takes 5.448579 seconds ...
2023-09-16 09:46:47,309:	[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.10530
2023-09-16 09:46:47,309:	[Coach] >>> VALID @Epoch: 201  >>> 
2023-09-16 09:46:47,309:	[Coach] >>> TEST  @Epoch: 201  >>> 
2023-09-16 09:46:53,098:	[Wall TIME] >>> ChiefCoach.train takes 5.788137 seconds ...
2023-09-16 09:46:53,161:	[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.10547
2023-09-16 09:46:53,161:	[Coach] >>> VALID @Epoch: 202  >>> 
2023-09-16 09:46:53,161:	[Coach] >>> TEST  @Epoch: 202  >>> 
2023-09-16 09:46:59,186:	[Wall TIME] >>> ChiefCoach.train takes 6.024965 seconds ...
2023-09-16 09:46:59,342:	[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.10589
2023-09-16 09:46:59,342:	[Coach] >>> VALID @Epoch: 203  >>> 
2023-09-16 09:46:59,342:	[Coach] >>> TEST  @Epoch: 203  >>> 
2023-09-16 09:47:04,739:	[Wall TIME] >>> ChiefCoach.train takes 5.397047 seconds ...
2023-09-16 09:47:04,828:	[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.10479
2023-09-16 09:47:04,828:	[Coach] >>> VALID @Epoch: 204  >>> 
2023-09-16 09:47:04,828:	[Coach] >>> TEST  @Epoch: 204  >>> 
2023-09-16 09:47:10,591:	[Wall TIME] >>> ChiefCoach.train takes 5.762544 seconds ...
2023-09-16 09:47:13,719:	[Wall TIME] >>> ChiefCoach.valid takes 3.049490 seconds ...
2023-09-16 09:47:13,719:	[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.10402
2023-09-16 09:47:13,720:	[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0454 || HITRATE@5 Avg: 0.1517 || HITRATE@10 Avg: 0.2270 || NDCG@5 Avg: 0.0997 || NDCG@10 Avg: 0.1240
2023-09-16 09:47:13,720:	[Coach] >>> TEST  @Epoch: 205  >>> 
2023-09-16 09:47:19,471:	[Wall TIME] >>> ChiefCoach.train takes 5.750828 seconds ...
2023-09-16 09:47:19,633:	[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.10582
2023-09-16 09:47:19,634:	[Coach] >>> VALID @Epoch: 206  >>> 
2023-09-16 09:47:19,634:	[Coach] >>> TEST  @Epoch: 206  >>> 
2023-09-16 09:47:25,253:	[Wall TIME] >>> ChiefCoach.train takes 5.619009 seconds ...
2023-09-16 09:47:25,335:	[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.10412
2023-09-16 09:47:25,335:	[Coach] >>> VALID @Epoch: 207  >>> 
2023-09-16 09:47:25,335:	[Coach] >>> TEST  @Epoch: 207  >>> 
2023-09-16 09:47:31,174:	[Wall TIME] >>> ChiefCoach.train takes 5.838368 seconds ...
2023-09-16 09:47:31,243:	[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.10632
2023-09-16 09:47:31,244:	[Coach] >>> VALID @Epoch: 208  >>> 
2023-09-16 09:47:31,244:	[Coach] >>> TEST  @Epoch: 208  >>> 
2023-09-16 09:47:37,079:	[Wall TIME] >>> ChiefCoach.train takes 5.835243 seconds ...
2023-09-16 09:47:37,147:	[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.10476
2023-09-16 09:47:37,147:	[Coach] >>> VALID @Epoch: 209  >>> 
2023-09-16 09:47:37,147:	[Coach] >>> TEST  @Epoch: 209  >>> 
2023-09-16 09:47:42,687:	[Wall TIME] >>> ChiefCoach.train takes 5.539997 seconds ...
2023-09-16 09:47:45,875:	[Wall TIME] >>> ChiefCoach.valid takes 3.120916 seconds ...
2023-09-16 09:47:45,875:	[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.10370
2023-09-16 09:47:45,875:	[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0482 || HITRATE@5 Avg: 0.1508 || HITRATE@10 Avg: 0.2285 || NDCG@5 Avg: 0.1003 || NDCG@10 Avg: 0.1253
2023-09-16 09:47:45,875:	[Coach] >>> TEST  @Epoch: 210  >>> 
2023-09-16 09:47:51,453:	[Wall TIME] >>> ChiefCoach.train takes 5.576874 seconds ...
2023-09-16 09:47:51,522:	[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.10374
2023-09-16 09:47:51,523:	[Coach] >>> VALID @Epoch: 211  >>> 
2023-09-16 09:47:51,523:	[Coach] >>> TEST  @Epoch: 211  >>> 
2023-09-16 09:47:57,136:	[Wall TIME] >>> ChiefCoach.train takes 5.612961 seconds ...
2023-09-16 09:47:57,211:	[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.10496
2023-09-16 09:47:57,211:	[Coach] >>> VALID @Epoch: 212  >>> 
2023-09-16 09:47:57,212:	[Coach] >>> TEST  @Epoch: 212  >>> 
2023-09-16 09:48:02,792:	[Wall TIME] >>> ChiefCoach.train takes 5.580100 seconds ...
2023-09-16 09:48:02,875:	[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.10503
2023-09-16 09:48:02,875:	[Coach] >>> VALID @Epoch: 213  >>> 
2023-09-16 09:48:02,875:	[Coach] >>> TEST  @Epoch: 213  >>> 
2023-09-16 09:48:08,372:	[Wall TIME] >>> ChiefCoach.train takes 5.496991 seconds ...
2023-09-16 09:48:08,476:	[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.10434
2023-09-16 09:48:08,476:	[Coach] >>> VALID @Epoch: 214  >>> 
2023-09-16 09:48:08,476:	[Coach] >>> TEST  @Epoch: 214  >>> 
2023-09-16 09:48:13,968:	[Wall TIME] >>> ChiefCoach.train takes 5.491444 seconds ...
2023-09-16 09:48:17,276:	[Wall TIME] >>> ChiefCoach.valid takes 3.241107 seconds ...
2023-09-16 09:48:17,277:	[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.10336
2023-09-16 09:48:17,277:	[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0493 || HITRATE@5 Avg: 0.1508 || HITRATE@10 Avg: 0.2248 || NDCG@5 Avg: 0.1005 || NDCG@10 Avg: 0.1244
2023-09-16 09:48:17,277:	[Coach] >>> TEST  @Epoch: 215  >>> 
2023-09-16 09:48:22,863:	[Wall TIME] >>> ChiefCoach.train takes 5.585389 seconds ...
2023-09-16 09:48:22,944:	[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.10306
2023-09-16 09:48:22,944:	[Coach] >>> VALID @Epoch: 216  >>> 
2023-09-16 09:48:22,944:	[Coach] >>> TEST  @Epoch: 216  >>> 
2023-09-16 09:48:28,344:	[Wall TIME] >>> ChiefCoach.train takes 5.400293 seconds ...
2023-09-16 09:48:28,418:	[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.10346
2023-09-16 09:48:28,418:	[Coach] >>> VALID @Epoch: 217  >>> 
2023-09-16 09:48:28,418:	[Coach] >>> TEST  @Epoch: 217  >>> 
2023-09-16 09:48:34,324:	[Wall TIME] >>> ChiefCoach.train takes 5.905226 seconds ...
2023-09-16 09:48:34,407:	[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.10376
2023-09-16 09:48:34,407:	[Coach] >>> VALID @Epoch: 218  >>> 
2023-09-16 09:48:34,407:	[Coach] >>> TEST  @Epoch: 218  >>> 
2023-09-16 09:48:40,453:	[Wall TIME] >>> ChiefCoach.train takes 6.045455 seconds ...
2023-09-16 09:48:40,527:	[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.10392
2023-09-16 09:48:40,527:	[Coach] >>> VALID @Epoch: 219  >>> 
2023-09-16 09:48:40,527:	[Coach] >>> TEST  @Epoch: 219  >>> 
2023-09-16 09:48:46,097:	[Wall TIME] >>> ChiefCoach.train takes 5.569832 seconds ...
2023-09-16 09:48:49,421:	[Wall TIME] >>> ChiefCoach.valid takes 3.237966 seconds ...
2023-09-16 09:48:49,421:	[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.10423
2023-09-16 09:48:49,422:	[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0460 || HITRATE@5 Avg: 0.1510 || HITRATE@10 Avg: 0.2280 || NDCG@5 Avg: 0.0989 || NDCG@10 Avg: 0.1236
2023-09-16 09:48:49,422:	[Coach] >>> TEST  @Epoch: 220  >>> 
2023-09-16 09:48:54,984:	[Wall TIME] >>> ChiefCoach.train takes 5.562316 seconds ...
2023-09-16 09:48:55,061:	[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.10304
2023-09-16 09:48:55,062:	[Coach] >>> VALID @Epoch: 221  >>> 
2023-09-16 09:48:55,062:	[Coach] >>> TEST  @Epoch: 221  >>> 
2023-09-16 09:49:00,444:	[Wall TIME] >>> ChiefCoach.train takes 5.382357 seconds ...
2023-09-16 09:49:00,515:	[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.10295
2023-09-16 09:49:00,515:	[Coach] >>> VALID @Epoch: 222  >>> 
2023-09-16 09:49:00,515:	[Coach] >>> TEST  @Epoch: 222  >>> 
2023-09-16 09:49:06,102:	[Wall TIME] >>> ChiefCoach.train takes 5.586405 seconds ...
2023-09-16 09:49:06,202:	[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.10276
2023-09-16 09:49:06,203:	[Coach] >>> VALID @Epoch: 223  >>> 
2023-09-16 09:49:06,203:	[Coach] >>> TEST  @Epoch: 223  >>> 
2023-09-16 09:49:11,569:	[Wall TIME] >>> ChiefCoach.train takes 5.365462 seconds ...
2023-09-16 09:49:11,646:	[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.10293
2023-09-16 09:49:11,647:	[Coach] >>> VALID @Epoch: 224  >>> 
2023-09-16 09:49:11,647:	[Coach] >>> TEST  @Epoch: 224  >>> 
2023-09-16 09:49:17,273:	[Wall TIME] >>> ChiefCoach.train takes 5.625928 seconds ...
2023-09-16 09:49:20,581:	[Wall TIME] >>> ChiefCoach.valid takes 3.235311 seconds ...
2023-09-16 09:49:20,582:	[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.10324
2023-09-16 09:49:20,582:	[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0454 || HITRATE@5 Avg: 0.1498 || HITRATE@10 Avg: 0.2313 || NDCG@5 Avg: 0.0983 || NDCG@10 Avg: 0.1245
2023-09-16 09:49:20,582:	[Coach] >>> TEST  @Epoch: 225  >>> 
2023-09-16 09:49:26,208:	[Wall TIME] >>> ChiefCoach.train takes 5.625722 seconds ...
2023-09-16 09:49:26,282:	[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.10291
2023-09-16 09:49:26,282:	[Coach] >>> VALID @Epoch: 226  >>> 
2023-09-16 09:49:26,282:	[Coach] >>> TEST  @Epoch: 226  >>> 
2023-09-16 09:49:31,698:	[Wall TIME] >>> ChiefCoach.train takes 5.416015 seconds ...
2023-09-16 09:49:31,765:	[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.10304
2023-09-16 09:49:31,765:	[Coach] >>> VALID @Epoch: 227  >>> 
2023-09-16 09:49:31,765:	[Coach] >>> TEST  @Epoch: 227  >>> 
2023-09-16 09:49:37,297:	[Wall TIME] >>> ChiefCoach.train takes 5.531393 seconds ...
2023-09-16 09:49:37,376:	[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.10375
2023-09-16 09:49:37,377:	[Coach] >>> VALID @Epoch: 228  >>> 
2023-09-16 09:49:37,377:	[Coach] >>> TEST  @Epoch: 228  >>> 
2023-09-16 09:49:43,142:	[Wall TIME] >>> ChiefCoach.train takes 5.765136 seconds ...
2023-09-16 09:49:43,209:	[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.10300
2023-09-16 09:49:43,209:	[Coach] >>> VALID @Epoch: 229  >>> 
2023-09-16 09:49:43,210:	[Coach] >>> TEST  @Epoch: 229  >>> 
2023-09-16 09:49:48,472:	[Wall TIME] >>> ChiefCoach.train takes 5.262655 seconds ...
2023-09-16 09:49:51,687:	[Wall TIME] >>> ChiefCoach.valid takes 3.147353 seconds ...
2023-09-16 09:49:51,687:	[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.10318
2023-09-16 09:49:51,687:	[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0482 || HITRATE@5 Avg: 0.1520 || HITRATE@10 Avg: 0.2306 || NDCG@5 Avg: 0.1005 || NDCG@10 Avg: 0.1258
2023-09-16 09:49:51,687:	[Coach] >>> TEST  @Epoch: 230  >>> 
2023-09-16 09:49:57,463:	[Wall TIME] >>> ChiefCoach.train takes 5.775152 seconds ...
2023-09-16 09:49:57,542:	[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.10164
2023-09-16 09:49:57,542:	[Coach] >>> VALID @Epoch: 231  >>> 
2023-09-16 09:49:57,542:	[Coach] >>> TEST  @Epoch: 231  >>> 
2023-09-16 09:50:02,938:	[Wall TIME] >>> ChiefCoach.train takes 5.395790 seconds ...
2023-09-16 09:50:03,001:	[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.10200
2023-09-16 09:50:03,002:	[Coach] >>> VALID @Epoch: 232  >>> 
2023-09-16 09:50:03,002:	[Coach] >>> TEST  @Epoch: 232  >>> 
2023-09-16 09:50:08,595:	[Wall TIME] >>> ChiefCoach.train takes 5.592767 seconds ...
2023-09-16 09:50:08,688:	[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.10202
2023-09-16 09:50:08,689:	[Coach] >>> VALID @Epoch: 233  >>> 
2023-09-16 09:50:08,689:	[Coach] >>> TEST  @Epoch: 233  >>> 
2023-09-16 09:50:14,923:	[Wall TIME] >>> ChiefCoach.train takes 6.234318 seconds ...
2023-09-16 09:50:14,981:	[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.10302
2023-09-16 09:50:14,981:	[Coach] >>> VALID @Epoch: 234  >>> 
2023-09-16 09:50:14,981:	[Coach] >>> TEST  @Epoch: 234  >>> 
2023-09-16 09:50:20,677:	[Wall TIME] >>> ChiefCoach.train takes 5.695431 seconds ...
2023-09-16 09:50:24,025:	[Wall TIME] >>> ChiefCoach.valid takes 3.256297 seconds ...
2023-09-16 09:50:24,027:	[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.10326
2023-09-16 09:50:24,027:	[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0503 || HITRATE@5 Avg: 0.1508 || HITRATE@10 Avg: 0.2293 || NDCG@5 Avg: 0.1006 || NDCG@10 Avg: 0.1260
2023-09-16 09:50:24,027:	[Coach] >>> TEST  @Epoch: 235  >>> 
2023-09-16 09:50:29,508:	[Wall TIME] >>> ChiefCoach.train takes 5.480874 seconds ...
2023-09-16 09:50:29,598:	[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.10261
2023-09-16 09:50:29,598:	[Coach] >>> VALID @Epoch: 236  >>> 
2023-09-16 09:50:29,598:	[Coach] >>> TEST  @Epoch: 236  >>> 
2023-09-16 09:50:34,979:	[Wall TIME] >>> ChiefCoach.train takes 5.380259 seconds ...
2023-09-16 09:50:35,051:	[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.10174
2023-09-16 09:50:35,051:	[Coach] >>> VALID @Epoch: 237  >>> 
2023-09-16 09:50:35,051:	[Coach] >>> TEST  @Epoch: 237  >>> 
2023-09-16 09:50:41,077:	[Wall TIME] >>> ChiefCoach.train takes 6.025851 seconds ...
2023-09-16 09:50:41,239:	[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.10296
2023-09-16 09:50:41,239:	[Coach] >>> VALID @Epoch: 238  >>> 
2023-09-16 09:50:41,239:	[Coach] >>> TEST  @Epoch: 238  >>> 
2023-09-16 09:50:46,821:	[Wall TIME] >>> ChiefCoach.train takes 5.581494 seconds ...
2023-09-16 09:50:46,902:	[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.10123
2023-09-16 09:50:46,902:	[Coach] >>> VALID @Epoch: 239  >>> 
2023-09-16 09:50:46,903:	[Coach] >>> TEST  @Epoch: 239  >>> 
2023-09-16 09:50:52,823:	[Wall TIME] >>> ChiefCoach.train takes 5.920554 seconds ...
2023-09-16 09:50:56,420:	[Wall TIME] >>> ChiefCoach.valid takes 3.516948 seconds ...
2023-09-16 09:50:56,420:	[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.10156
2023-09-16 09:50:56,420:	[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0439 || HITRATE@5 Avg: 0.1533 || HITRATE@10 Avg: 0.2308 || NDCG@5 Avg: 0.0984 || NDCG@10 Avg: 0.1234
2023-09-16 09:50:56,420:	[Coach] >>> TEST  @Epoch: 240  >>> 
2023-09-16 09:51:02,390:	[Wall TIME] >>> ChiefCoach.train takes 5.969669 seconds ...
2023-09-16 09:51:02,479:	[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.10148
2023-09-16 09:51:02,479:	[Coach] >>> VALID @Epoch: 241  >>> 
2023-09-16 09:51:02,479:	[Coach] >>> TEST  @Epoch: 241  >>> 
2023-09-16 09:51:08,070:	[Wall TIME] >>> ChiefCoach.train takes 5.590791 seconds ...
2023-09-16 09:51:08,135:	[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.10298
2023-09-16 09:51:08,135:	[Coach] >>> VALID @Epoch: 242  >>> 
2023-09-16 09:51:08,135:	[Coach] >>> TEST  @Epoch: 242  >>> 
2023-09-16 09:51:13,705:	[Wall TIME] >>> ChiefCoach.train takes 5.568979 seconds ...
2023-09-16 09:51:13,771:	[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.10224
2023-09-16 09:51:13,771:	[Coach] >>> VALID @Epoch: 243  >>> 
2023-09-16 09:51:13,771:	[Coach] >>> TEST  @Epoch: 243  >>> 
2023-09-16 09:51:19,509:	[Wall TIME] >>> ChiefCoach.train takes 5.737847 seconds ...
2023-09-16 09:51:19,587:	[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.10095
2023-09-16 09:51:19,587:	[Coach] >>> VALID @Epoch: 244  >>> 
2023-09-16 09:51:19,587:	[Coach] >>> TEST  @Epoch: 244  >>> 
2023-09-16 09:51:25,225:	[Wall TIME] >>> ChiefCoach.train takes 5.637473 seconds ...
2023-09-16 09:51:28,577:	[Wall TIME] >>> ChiefCoach.valid takes 3.284676 seconds ...
2023-09-16 09:51:28,577:	[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.10129
2023-09-16 09:51:28,577:	[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0472 || HITRATE@5 Avg: 0.1488 || HITRATE@10 Avg: 0.2301 || NDCG@5 Avg: 0.0988 || NDCG@10 Avg: 0.1251
2023-09-16 09:51:28,578:	[Coach] >>> TEST  @Epoch: 245  >>> 
2023-09-16 09:51:34,491:	[Wall TIME] >>> ChiefCoach.train takes 5.913146 seconds ...
2023-09-16 09:51:34,580:	[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.10185
2023-09-16 09:51:34,580:	[Coach] >>> VALID @Epoch: 246  >>> 
2023-09-16 09:51:34,580:	[Coach] >>> TEST  @Epoch: 246  >>> 
2023-09-16 09:51:40,045:	[Wall TIME] >>> ChiefCoach.train takes 5.464814 seconds ...
2023-09-16 09:51:40,120:	[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.10163
2023-09-16 09:51:40,121:	[Coach] >>> VALID @Epoch: 247  >>> 
2023-09-16 09:51:40,121:	[Coach] >>> TEST  @Epoch: 247  >>> 
2023-09-16 09:51:45,915:	[Wall TIME] >>> ChiefCoach.train takes 5.794490 seconds ...
2023-09-16 09:51:45,985:	[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.10106
2023-09-16 09:51:45,986:	[Coach] >>> VALID @Epoch: 248  >>> 
2023-09-16 09:51:45,986:	[Coach] >>> TEST  @Epoch: 248  >>> 
2023-09-16 09:51:51,646:	[Wall TIME] >>> ChiefCoach.train takes 5.659654 seconds ...
2023-09-16 09:51:51,892:	[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.10026
2023-09-16 09:51:51,892:	[Coach] >>> VALID @Epoch: 249  >>> 
2023-09-16 09:51:51,892:	[Coach] >>> TEST  @Epoch: 249  >>> 
2023-09-16 09:51:57,160:	[Wall TIME] >>> ChiefCoach.train takes 5.266975 seconds ...
2023-09-16 09:52:00,689:	[Wall TIME] >>> ChiefCoach.valid takes 3.371013 seconds ...
2023-09-16 09:52:00,690:	[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.10149
2023-09-16 09:52:00,690:	[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0480 || HITRATE@5 Avg: 0.1515 || HITRATE@10 Avg: 0.2318 || NDCG@5 Avg: 0.0999 || NDCG@10 Avg: 0.1258
2023-09-16 09:52:00,690:	[Coach] >>> TEST  @Epoch: 250  >>> 
2023-09-16 09:52:06,269:	[Wall TIME] >>> ChiefCoach.train takes 5.578468 seconds ...
2023-09-16 09:52:06,462:	[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.10218
2023-09-16 09:52:06,462:	[Coach] >>> VALID @Epoch: 251  >>> 
2023-09-16 09:52:06,462:	[Coach] >>> TEST  @Epoch: 251  >>> 
2023-09-16 09:52:11,790:	[Wall TIME] >>> ChiefCoach.train takes 5.328335 seconds ...
2023-09-16 09:52:12,226:	[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.09969
2023-09-16 09:52:12,226:	[Coach] >>> VALID @Epoch: 252  >>> 
2023-09-16 09:52:12,226:	[Coach] >>> TEST  @Epoch: 252  >>> 
2023-09-16 09:52:17,785:	[Wall TIME] >>> ChiefCoach.train takes 5.558632 seconds ...
2023-09-16 09:52:17,856:	[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.10031
2023-09-16 09:52:17,856:	[Coach] >>> VALID @Epoch: 253  >>> 
2023-09-16 09:52:17,856:	[Coach] >>> TEST  @Epoch: 253  >>> 
2023-09-16 09:52:23,273:	[Wall TIME] >>> ChiefCoach.train takes 5.416224 seconds ...
2023-09-16 09:52:23,772:	[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.10068
2023-09-16 09:52:23,772:	[Coach] >>> VALID @Epoch: 254  >>> 
2023-09-16 09:52:23,772:	[Coach] >>> TEST  @Epoch: 254  >>> 
2023-09-16 09:52:29,263:	[Wall TIME] >>> ChiefCoach.train takes 5.490902 seconds ...
2023-09-16 09:52:32,548:	[Wall TIME] >>> ChiefCoach.valid takes 3.212378 seconds ...
2023-09-16 09:52:32,549:	[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.10116
2023-09-16 09:52:32,549:	[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0462 || HITRATE@5 Avg: 0.1513 || HITRATE@10 Avg: 0.2318 || NDCG@5 Avg: 0.0999 || NDCG@10 Avg: 0.1259
2023-09-16 09:52:32,549:	[Coach] >>> TEST  @Epoch: 255  >>> 
2023-09-16 09:52:37,719:	[Wall TIME] >>> ChiefCoach.train takes 5.169188 seconds ...
2023-09-16 09:52:37,786:	[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.09941
2023-09-16 09:52:37,786:	[Coach] >>> VALID @Epoch: 256  >>> 
2023-09-16 09:52:37,787:	[Coach] >>> TEST  @Epoch: 256  >>> 
2023-09-16 09:52:43,376:	[Wall TIME] >>> ChiefCoach.train takes 5.589473 seconds ...
2023-09-16 09:52:43,445:	[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.10162
2023-09-16 09:52:43,445:	[Coach] >>> VALID @Epoch: 257  >>> 
2023-09-16 09:52:43,445:	[Coach] >>> TEST  @Epoch: 257  >>> 
2023-09-16 09:52:48,706:	[Wall TIME] >>> ChiefCoach.train takes 5.261076 seconds ...
2023-09-16 09:52:48,786:	[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.09968
2023-09-16 09:52:48,786:	[Coach] >>> VALID @Epoch: 258  >>> 
2023-09-16 09:52:48,786:	[Coach] >>> TEST  @Epoch: 258  >>> 
2023-09-16 09:52:54,777:	[Wall TIME] >>> ChiefCoach.train takes 5.990995 seconds ...
2023-09-16 09:52:55,027:	[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.10108
2023-09-16 09:52:55,028:	[Coach] >>> VALID @Epoch: 259  >>> 
2023-09-16 09:52:55,028:	[Coach] >>> TEST  @Epoch: 259  >>> 
2023-09-16 09:53:01,016:	[Wall TIME] >>> ChiefCoach.train takes 5.988157 seconds ...
2023-09-16 09:53:04,016:	[Wall TIME] >>> ChiefCoach.valid takes 2.927703 seconds ...
2023-09-16 09:53:04,016:	[Coach] >>> Better ***NDCG@10*** of ***0.1292*** 
2023-09-16 09:53:04,027:	[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.10103
2023-09-16 09:53:04,028:	[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0485 || HITRATE@5 Avg: 0.1571 || HITRATE@10 Avg: 0.2382 || NDCG@5 Avg: 0.1031 || NDCG@10 Avg: 0.1292
2023-09-16 09:53:04,028:	[Coach] >>> TEST  @Epoch: 260  >>> 
2023-09-16 09:53:09,429:	[Wall TIME] >>> ChiefCoach.train takes 5.401490 seconds ...
2023-09-16 09:53:09,518:	[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.10048
2023-09-16 09:53:09,518:	[Coach] >>> VALID @Epoch: 261  >>> 
2023-09-16 09:53:09,518:	[Coach] >>> TEST  @Epoch: 261  >>> 
2023-09-16 09:53:14,814:	[Wall TIME] >>> ChiefCoach.train takes 5.295765 seconds ...
2023-09-16 09:53:14,900:	[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.10073
2023-09-16 09:53:14,900:	[Coach] >>> VALID @Epoch: 262  >>> 
2023-09-16 09:53:14,900:	[Coach] >>> TEST  @Epoch: 262  >>> 
2023-09-16 09:53:20,029:	[Wall TIME] >>> ChiefCoach.train takes 5.128732 seconds ...
2023-09-16 09:53:20,111:	[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.09979
2023-09-16 09:53:20,112:	[Coach] >>> VALID @Epoch: 263  >>> 
2023-09-16 09:53:20,112:	[Coach] >>> TEST  @Epoch: 263  >>> 
2023-09-16 09:53:25,429:	[Wall TIME] >>> ChiefCoach.train takes 5.316885 seconds ...
2023-09-16 09:53:25,510:	[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.09961
2023-09-16 09:53:25,510:	[Coach] >>> VALID @Epoch: 264  >>> 
2023-09-16 09:53:25,510:	[Coach] >>> TEST  @Epoch: 264  >>> 
2023-09-16 09:53:31,222:	[Wall TIME] >>> ChiefCoach.train takes 5.711803 seconds ...
2023-09-16 09:53:34,334:	[Wall TIME] >>> ChiefCoach.valid takes 3.041764 seconds ...
2023-09-16 09:53:34,334:	[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.10101
2023-09-16 09:53:34,334:	[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0498 || HITRATE@5 Avg: 0.1531 || HITRATE@10 Avg: 0.2329 || NDCG@5 Avg: 0.1019 || NDCG@10 Avg: 0.1277
2023-09-16 09:53:34,334:	[Coach] >>> TEST  @Epoch: 265  >>> 
2023-09-16 09:53:39,695:	[Wall TIME] >>> ChiefCoach.train takes 5.359872 seconds ...
2023-09-16 09:53:39,784:	[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.10052
2023-09-16 09:53:39,784:	[Coach] >>> VALID @Epoch: 266  >>> 
2023-09-16 09:53:39,785:	[Coach] >>> TEST  @Epoch: 266  >>> 
2023-09-16 09:53:44,916:	[Wall TIME] >>> ChiefCoach.train takes 5.131343 seconds ...
2023-09-16 09:53:44,985:	[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.09992
2023-09-16 09:53:44,985:	[Coach] >>> VALID @Epoch: 267  >>> 
2023-09-16 09:53:44,985:	[Coach] >>> TEST  @Epoch: 267  >>> 
2023-09-16 09:53:50,913:	[Wall TIME] >>> ChiefCoach.train takes 5.928115 seconds ...
2023-09-16 09:53:50,980:	[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.10044
2023-09-16 09:53:50,980:	[Coach] >>> VALID @Epoch: 268  >>> 
2023-09-16 09:53:50,980:	[Coach] >>> TEST  @Epoch: 268  >>> 
2023-09-16 09:53:55,947:	[Wall TIME] >>> ChiefCoach.train takes 4.966685 seconds ...
2023-09-16 09:53:56,013:	[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.10096
2023-09-16 09:53:56,013:	[Coach] >>> VALID @Epoch: 269  >>> 
2023-09-16 09:53:56,013:	[Coach] >>> TEST  @Epoch: 269  >>> 
2023-09-16 09:54:01,723:	[Wall TIME] >>> ChiefCoach.train takes 5.709718 seconds ...
2023-09-16 09:54:04,467:	[Wall TIME] >>> ChiefCoach.valid takes 2.675997 seconds ...
2023-09-16 09:54:04,467:	[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.09990
2023-09-16 09:54:04,467:	[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0495 || HITRATE@5 Avg: 0.1525 || HITRATE@10 Avg: 0.2296 || NDCG@5 Avg: 0.1016 || NDCG@10 Avg: 0.1264
2023-09-16 09:54:04,467:	[Coach] >>> TEST  @Epoch: 270  >>> 
2023-09-16 09:54:09,717:	[Wall TIME] >>> ChiefCoach.train takes 5.249597 seconds ...
2023-09-16 09:54:09,818:	[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.09870
2023-09-16 09:54:09,818:	[Coach] >>> VALID @Epoch: 271  >>> 
2023-09-16 09:54:09,818:	[Coach] >>> TEST  @Epoch: 271  >>> 
2023-09-16 09:54:14,999:	[Wall TIME] >>> ChiefCoach.train takes 5.180903 seconds ...
2023-09-16 09:54:15,071:	[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.10001
2023-09-16 09:54:15,072:	[Coach] >>> VALID @Epoch: 272  >>> 
2023-09-16 09:54:15,072:	[Coach] >>> TEST  @Epoch: 272  >>> 
2023-09-16 09:54:20,123:	[Wall TIME] >>> ChiefCoach.train takes 5.051513 seconds ...
2023-09-16 09:54:20,205:	[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.10150
2023-09-16 09:54:20,206:	[Coach] >>> VALID @Epoch: 273  >>> 
2023-09-16 09:54:20,206:	[Coach] >>> TEST  @Epoch: 273  >>> 
2023-09-16 09:54:25,426:	[Wall TIME] >>> ChiefCoach.train takes 5.219786 seconds ...
2023-09-16 09:54:25,494:	[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.09907
2023-09-16 09:54:25,494:	[Coach] >>> VALID @Epoch: 274  >>> 
2023-09-16 09:54:25,495:	[Coach] >>> TEST  @Epoch: 274  >>> 
2023-09-16 09:54:30,869:	[Wall TIME] >>> ChiefCoach.train takes 5.373914 seconds ...
2023-09-16 09:54:34,128:	[Wall TIME] >>> ChiefCoach.valid takes 3.198002 seconds ...
2023-09-16 09:54:34,129:	[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.09857
2023-09-16 09:54:34,129:	[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0470 || HITRATE@5 Avg: 0.1538 || HITRATE@10 Avg: 0.2308 || NDCG@5 Avg: 0.1012 || NDCG@10 Avg: 0.1260
2023-09-16 09:54:34,129:	[Coach] >>> TEST  @Epoch: 275  >>> 
2023-09-16 09:54:39,757:	[Wall TIME] >>> ChiefCoach.train takes 5.627755 seconds ...
2023-09-16 09:54:39,823:	[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.09951
2023-09-16 09:54:39,823:	[Coach] >>> VALID @Epoch: 276  >>> 
2023-09-16 09:54:39,823:	[Coach] >>> TEST  @Epoch: 276  >>> 
2023-09-16 09:54:45,430:	[Wall TIME] >>> ChiefCoach.train takes 5.606574 seconds ...
2023-09-16 09:54:45,515:	[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.10016
2023-09-16 09:54:45,515:	[Coach] >>> VALID @Epoch: 277  >>> 
2023-09-16 09:54:45,515:	[Coach] >>> TEST  @Epoch: 277  >>> 
2023-09-16 09:54:51,059:	[Wall TIME] >>> ChiefCoach.train takes 5.543748 seconds ...
2023-09-16 09:54:51,125:	[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.10031
2023-09-16 09:54:51,125:	[Coach] >>> VALID @Epoch: 278  >>> 
2023-09-16 09:54:51,125:	[Coach] >>> TEST  @Epoch: 278  >>> 
2023-09-16 09:54:56,710:	[Wall TIME] >>> ChiefCoach.train takes 5.585193 seconds ...
2023-09-16 09:54:56,799:	[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.10023
2023-09-16 09:54:56,799:	[Coach] >>> VALID @Epoch: 279  >>> 
2023-09-16 09:54:56,800:	[Coach] >>> TEST  @Epoch: 279  >>> 
2023-09-16 09:55:02,204:	[Wall TIME] >>> ChiefCoach.train takes 5.404372 seconds ...
2023-09-16 09:55:05,439:	[Wall TIME] >>> ChiefCoach.valid takes 3.170657 seconds ...
2023-09-16 09:55:05,439:	[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.09871
2023-09-16 09:55:05,440:	[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0513 || HITRATE@5 Avg: 0.1566 || HITRATE@10 Avg: 0.2318 || NDCG@5 Avg: 0.1041 || NDCG@10 Avg: 0.1283
2023-09-16 09:55:05,440:	[Coach] >>> TEST  @Epoch: 280  >>> 
2023-09-16 09:55:10,449:	[Wall TIME] >>> ChiefCoach.train takes 5.009450 seconds ...
2023-09-16 09:55:10,539:	[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.09912
2023-09-16 09:55:10,539:	[Coach] >>> VALID @Epoch: 281  >>> 
2023-09-16 09:55:10,539:	[Coach] >>> TEST  @Epoch: 281  >>> 
2023-09-16 09:55:15,688:	[Wall TIME] >>> ChiefCoach.train takes 5.148679 seconds ...
2023-09-16 09:55:15,758:	[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.09781
2023-09-16 09:55:15,758:	[Coach] >>> VALID @Epoch: 282  >>> 
2023-09-16 09:55:15,758:	[Coach] >>> TEST  @Epoch: 282  >>> 
2023-09-16 09:55:21,113:	[Wall TIME] >>> ChiefCoach.train takes 5.354465 seconds ...
2023-09-16 09:55:21,178:	[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.09906
2023-09-16 09:55:21,178:	[Coach] >>> VALID @Epoch: 283  >>> 
2023-09-16 09:55:21,178:	[Coach] >>> TEST  @Epoch: 283  >>> 
2023-09-16 09:55:26,860:	[Wall TIME] >>> ChiefCoach.train takes 5.681170 seconds ...
2023-09-16 09:55:26,938:	[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.09964
2023-09-16 09:55:26,938:	[Coach] >>> VALID @Epoch: 284  >>> 
2023-09-16 09:55:26,938:	[Coach] >>> TEST  @Epoch: 284  >>> 
2023-09-16 09:55:32,815:	[Wall TIME] >>> ChiefCoach.train takes 5.877062 seconds ...
2023-09-16 09:55:36,164:	[Wall TIME] >>> ChiefCoach.valid takes 3.280772 seconds ...
2023-09-16 09:55:36,164:	[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.09915
2023-09-16 09:55:36,164:	[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0485 || HITRATE@5 Avg: 0.1500 || HITRATE@10 Avg: 0.2363 || NDCG@5 Avg: 0.0999 || NDCG@10 Avg: 0.1277
2023-09-16 09:55:36,164:	[Coach] >>> TEST  @Epoch: 285  >>> 
2023-09-16 09:55:41,886:	[Wall TIME] >>> ChiefCoach.train takes 5.720935 seconds ...
2023-09-16 09:55:41,960:	[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.10012
2023-09-16 09:55:41,960:	[Coach] >>> VALID @Epoch: 286  >>> 
2023-09-16 09:55:41,960:	[Coach] >>> TEST  @Epoch: 286  >>> 
2023-09-16 09:55:47,368:	[Wall TIME] >>> ChiefCoach.train takes 5.407249 seconds ...
2023-09-16 09:55:47,498:	[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.09937
2023-09-16 09:55:47,498:	[Coach] >>> VALID @Epoch: 287  >>> 
2023-09-16 09:55:47,498:	[Coach] >>> TEST  @Epoch: 287  >>> 
2023-09-16 09:55:52,942:	[Wall TIME] >>> ChiefCoach.train takes 5.443305 seconds ...
2023-09-16 09:55:53,036:	[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.09838
2023-09-16 09:55:53,036:	[Coach] >>> VALID @Epoch: 288  >>> 
2023-09-16 09:55:53,036:	[Coach] >>> TEST  @Epoch: 288  >>> 
2023-09-16 09:55:58,495:	[Wall TIME] >>> ChiefCoach.train takes 5.458468 seconds ...
2023-09-16 09:55:58,562:	[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.09879
2023-09-16 09:55:58,563:	[Coach] >>> VALID @Epoch: 289  >>> 
2023-09-16 09:55:58,563:	[Coach] >>> TEST  @Epoch: 289  >>> 
2023-09-16 09:56:04,317:	[Wall TIME] >>> ChiefCoach.train takes 5.753741 seconds ...
2023-09-16 09:56:07,716:	[Wall TIME] >>> ChiefCoach.valid takes 3.322984 seconds ...
2023-09-16 09:56:07,717:	[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.09917
2023-09-16 09:56:07,717:	[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0500 || HITRATE@5 Avg: 0.1546 || HITRATE@10 Avg: 0.2363 || NDCG@5 Avg: 0.1023 || NDCG@10 Avg: 0.1285
2023-09-16 09:56:07,717:	[Coach] >>> TEST  @Epoch: 290  >>> 
2023-09-16 09:56:13,633:	[Wall TIME] >>> ChiefCoach.train takes 5.915937 seconds ...
2023-09-16 09:56:13,701:	[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.09911
2023-09-16 09:56:13,701:	[Coach] >>> VALID @Epoch: 291  >>> 
2023-09-16 09:56:13,701:	[Coach] >>> TEST  @Epoch: 291  >>> 
2023-09-16 09:56:18,933:	[Wall TIME] >>> ChiefCoach.train takes 5.230827 seconds ...
2023-09-16 09:56:19,009:	[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.09812
2023-09-16 09:56:19,009:	[Coach] >>> VALID @Epoch: 292  >>> 
2023-09-16 09:56:19,009:	[Coach] >>> TEST  @Epoch: 292  >>> 
2023-09-16 09:56:24,278:	[Wall TIME] >>> ChiefCoach.train takes 5.268753 seconds ...
2023-09-16 09:56:24,354:	[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.09762
2023-09-16 09:56:24,355:	[Coach] >>> VALID @Epoch: 293  >>> 
2023-09-16 09:56:24,355:	[Coach] >>> TEST  @Epoch: 293  >>> 
2023-09-16 09:56:30,183:	[Wall TIME] >>> ChiefCoach.train takes 5.827491 seconds ...
2023-09-16 09:56:30,261:	[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.09846
2023-09-16 09:56:30,262:	[Coach] >>> VALID @Epoch: 294  >>> 
2023-09-16 09:56:30,262:	[Coach] >>> TEST  @Epoch: 294  >>> 
2023-09-16 09:56:35,814:	[Wall TIME] >>> ChiefCoach.train takes 5.552416 seconds ...
2023-09-16 09:56:39,096:	[Wall TIME] >>> ChiefCoach.valid takes 3.205665 seconds ...
2023-09-16 09:56:39,096:	[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.09756
2023-09-16 09:56:39,096:	[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0498 || HITRATE@5 Avg: 0.1561 || HITRATE@10 Avg: 0.2334 || NDCG@5 Avg: 0.1036 || NDCG@10 Avg: 0.1286
2023-09-16 09:56:39,096:	[Coach] >>> TEST  @Epoch: 295  >>> 
2023-09-16 09:56:44,760:	[Wall TIME] >>> ChiefCoach.train takes 5.663937 seconds ...
2023-09-16 09:56:44,864:	[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.09894
2023-09-16 09:56:44,865:	[Coach] >>> VALID @Epoch: 296  >>> 
2023-09-16 09:56:44,865:	[Coach] >>> TEST  @Epoch: 296  >>> 
2023-09-16 09:56:50,435:	[Wall TIME] >>> ChiefCoach.train takes 5.570115 seconds ...
2023-09-16 09:56:50,511:	[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.09839
2023-09-16 09:56:50,511:	[Coach] >>> VALID @Epoch: 297  >>> 
2023-09-16 09:56:50,511:	[Coach] >>> TEST  @Epoch: 297  >>> 
2023-09-16 09:56:56,116:	[Wall TIME] >>> ChiefCoach.train takes 5.604218 seconds ...
2023-09-16 09:56:56,198:	[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.09861
2023-09-16 09:56:56,198:	[Coach] >>> VALID @Epoch: 298  >>> 
2023-09-16 09:56:56,199:	[Coach] >>> TEST  @Epoch: 298  >>> 
2023-09-16 09:57:01,605:	[Wall TIME] >>> ChiefCoach.train takes 5.405700 seconds ...
2023-09-16 09:57:01,682:	[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.09802
2023-09-16 09:57:01,682:	[Coach] >>> VALID @Epoch: 299  >>> 
2023-09-16 09:57:01,683:	[Coach] >>> TEST  @Epoch: 299  >>> 
2023-09-16 09:57:07,372:	[Wall TIME] >>> ChiefCoach.train takes 5.689119 seconds ...
2023-09-16 09:57:10,699:	[Wall TIME] >>> ChiefCoach.valid takes 3.249219 seconds ...
2023-09-16 09:57:10,699:	[Coach] >>> Better ***NDCG@10*** of ***0.1302*** 
2023-09-16 09:57:10,709:	[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.09776
2023-09-16 09:57:10,709:	[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0512 || HITRATE@5 Avg: 0.1573 || HITRATE@10 Avg: 0.2348 || NDCG@5 Avg: 0.1054 || NDCG@10 Avg: 0.1302
2023-09-16 09:57:10,709:	[Coach] >>> TEST  @Epoch: 300  >>> 
2023-09-16 09:57:16,382:	[Wall TIME] >>> ChiefCoach.train takes 5.672929 seconds ...
2023-09-16 09:57:16,447:	[Coach] >>> TRAIN @Epoch: 301  >>>  || LOSS Avg: 0.09821
2023-09-16 09:57:16,447:	[Coach] >>> VALID @Epoch: 301  >>> 
2023-09-16 09:57:16,447:	[Coach] >>> TEST  @Epoch: 301  >>> 
2023-09-16 09:57:21,885:	[Wall TIME] >>> ChiefCoach.train takes 5.438062 seconds ...
2023-09-16 09:57:21,948:	[Coach] >>> TRAIN @Epoch: 302  >>>  || LOSS Avg: 0.09855
2023-09-16 09:57:21,948:	[Coach] >>> VALID @Epoch: 302  >>> 
2023-09-16 09:57:21,948:	[Coach] >>> TEST  @Epoch: 302  >>> 
2023-09-16 09:57:27,361:	[Wall TIME] >>> ChiefCoach.train takes 5.413109 seconds ...
2023-09-16 09:57:27,440:	[Coach] >>> TRAIN @Epoch: 303  >>>  || LOSS Avg: 0.09820
2023-09-16 09:57:27,440:	[Coach] >>> VALID @Epoch: 303  >>> 
2023-09-16 09:57:27,440:	[Coach] >>> TEST  @Epoch: 303  >>> 
2023-09-16 09:57:33,069:	[Wall TIME] >>> ChiefCoach.train takes 5.628798 seconds ...
2023-09-16 09:57:33,145:	[Coach] >>> TRAIN @Epoch: 304  >>>  || LOSS Avg: 0.09796
2023-09-16 09:57:33,145:	[Coach] >>> VALID @Epoch: 304  >>> 
2023-09-16 09:57:33,145:	[Coach] >>> TEST  @Epoch: 304  >>> 
2023-09-16 09:57:38,715:	[Wall TIME] >>> ChiefCoach.train takes 5.570025 seconds ...
2023-09-16 09:57:42,184:	[Wall TIME] >>> ChiefCoach.valid takes 3.382851 seconds ...
2023-09-16 09:57:42,185:	[Coach] >>> TRAIN @Epoch: 305  >>>  || LOSS Avg: 0.09890
2023-09-16 09:57:42,185:	[Coach] >>> VALID @Epoch: 305  >>>  || HITRATE@1 Avg: 0.0469 || HITRATE@5 Avg: 0.1507 || HITRATE@10 Avg: 0.2339 || NDCG@5 Avg: 0.0996 || NDCG@10 Avg: 0.1264
2023-09-16 09:57:42,185:	[Coach] >>> TEST  @Epoch: 305  >>> 
2023-09-16 09:57:48,034:	[Wall TIME] >>> ChiefCoach.train takes 5.848259 seconds ...
2023-09-16 09:57:48,191:	[Coach] >>> TRAIN @Epoch: 306  >>>  || LOSS Avg: 0.09900
2023-09-16 09:57:48,192:	[Coach] >>> VALID @Epoch: 306  >>> 
2023-09-16 09:57:48,192:	[Coach] >>> TEST  @Epoch: 306  >>> 
2023-09-16 09:57:53,848:	[Wall TIME] >>> ChiefCoach.train takes 5.655772 seconds ...
2023-09-16 09:57:53,910:	[Coach] >>> TRAIN @Epoch: 307  >>>  || LOSS Avg: 0.09762
2023-09-16 09:57:53,911:	[Coach] >>> VALID @Epoch: 307  >>> 
2023-09-16 09:57:53,911:	[Coach] >>> TEST  @Epoch: 307  >>> 
2023-09-16 09:57:59,574:	[Wall TIME] >>> ChiefCoach.train takes 5.662888 seconds ...
2023-09-16 09:57:59,763:	[Coach] >>> TRAIN @Epoch: 308  >>>  || LOSS Avg: 0.09669
2023-09-16 09:57:59,763:	[Coach] >>> VALID @Epoch: 308  >>> 
2023-09-16 09:57:59,764:	[Coach] >>> TEST  @Epoch: 308  >>> 
2023-09-16 09:58:05,709:	[Wall TIME] >>> ChiefCoach.train takes 5.945467 seconds ...
2023-09-16 09:58:05,781:	[Coach] >>> TRAIN @Epoch: 309  >>>  || LOSS Avg: 0.09637
2023-09-16 09:58:05,781:	[Coach] >>> VALID @Epoch: 309  >>> 
2023-09-16 09:58:05,781:	[Coach] >>> TEST  @Epoch: 309  >>> 
2023-09-16 09:58:11,814:	[Wall TIME] >>> ChiefCoach.train takes 6.032554 seconds ...
2023-09-16 09:58:15,207:	[Wall TIME] >>> ChiefCoach.valid takes 3.318604 seconds ...
2023-09-16 09:58:15,207:	[Coach] >>> TRAIN @Epoch: 310  >>>  || LOSS Avg: 0.09772
2023-09-16 09:58:15,207:	[Coach] >>> VALID @Epoch: 310  >>>  || HITRATE@1 Avg: 0.0482 || HITRATE@5 Avg: 0.1535 || HITRATE@10 Avg: 0.2343 || NDCG@5 Avg: 0.1014 || NDCG@10 Avg: 0.1273
2023-09-16 09:58:15,207:	[Coach] >>> TEST  @Epoch: 310  >>> 
2023-09-16 09:58:20,751:	[Wall TIME] >>> ChiefCoach.train takes 5.543773 seconds ...
2023-09-16 09:58:20,852:	[Coach] >>> TRAIN @Epoch: 311  >>>  || LOSS Avg: 0.09732
2023-09-16 09:58:20,853:	[Coach] >>> VALID @Epoch: 311  >>> 
2023-09-16 09:58:20,853:	[Coach] >>> TEST  @Epoch: 311  >>> 
2023-09-16 09:58:26,747:	[Wall TIME] >>> ChiefCoach.train takes 5.894167 seconds ...
2023-09-16 09:58:26,819:	[Coach] >>> TRAIN @Epoch: 312  >>>  || LOSS Avg: 0.09616
2023-09-16 09:58:26,820:	[Coach] >>> VALID @Epoch: 312  >>> 
2023-09-16 09:58:26,820:	[Coach] >>> TEST  @Epoch: 312  >>> 
2023-09-16 09:58:32,616:	[Wall TIME] >>> ChiefCoach.train takes 5.796178 seconds ...
2023-09-16 09:58:32,690:	[Coach] >>> TRAIN @Epoch: 313  >>>  || LOSS Avg: 0.09715
2023-09-16 09:58:32,690:	[Coach] >>> VALID @Epoch: 313  >>> 
2023-09-16 09:58:32,690:	[Coach] >>> TEST  @Epoch: 313  >>> 
2023-09-16 09:58:38,656:	[Wall TIME] >>> ChiefCoach.train takes 5.964959 seconds ...
2023-09-16 09:58:38,922:	[Coach] >>> TRAIN @Epoch: 314  >>>  || LOSS Avg: 0.09794
2023-09-16 09:58:38,922:	[Coach] >>> VALID @Epoch: 314  >>> 
2023-09-16 09:58:38,922:	[Coach] >>> TEST  @Epoch: 314  >>> 
2023-09-16 09:58:44,140:	[Wall TIME] >>> ChiefCoach.train takes 5.217962 seconds ...
2023-09-16 09:58:47,540:	[Wall TIME] >>> ChiefCoach.valid takes 3.175625 seconds ...
2023-09-16 09:58:47,540:	[Coach] >>> TRAIN @Epoch: 315  >>>  || LOSS Avg: 0.09666
2023-09-16 09:58:47,540:	[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0457 || HITRATE@5 Avg: 0.1551 || HITRATE@10 Avg: 0.2305 || NDCG@5 Avg: 0.1006 || NDCG@10 Avg: 0.1249
2023-09-16 09:58:47,541:	[Coach] >>> TEST  @Epoch: 315  >>> 
2023-09-16 09:58:52,964:	[Wall TIME] >>> ChiefCoach.train takes 5.422810 seconds ...
2023-09-16 09:58:53,105:	[Coach] >>> TRAIN @Epoch: 316  >>>  || LOSS Avg: 0.09685
2023-09-16 09:58:53,105:	[Coach] >>> VALID @Epoch: 316  >>> 
2023-09-16 09:58:53,105:	[Coach] >>> TEST  @Epoch: 316  >>> 
2023-09-16 09:58:59,169:	[Wall TIME] >>> ChiefCoach.train takes 6.063672 seconds ...
2023-09-16 09:58:59,239:	[Coach] >>> TRAIN @Epoch: 317  >>>  || LOSS Avg: 0.09689
2023-09-16 09:58:59,240:	[Coach] >>> VALID @Epoch: 317  >>> 
2023-09-16 09:58:59,240:	[Coach] >>> TEST  @Epoch: 317  >>> 
2023-09-16 09:59:04,813:	[Wall TIME] >>> ChiefCoach.train takes 5.573399 seconds ...
2023-09-16 09:59:05,117:	[Coach] >>> TRAIN @Epoch: 318  >>>  || LOSS Avg: 0.09609
2023-09-16 09:59:05,117:	[Coach] >>> VALID @Epoch: 318  >>> 
2023-09-16 09:59:05,117:	[Coach] >>> TEST  @Epoch: 318  >>> 
2023-09-16 09:59:10,648:	[Wall TIME] >>> ChiefCoach.train takes 5.530678 seconds ...
2023-09-16 09:59:10,715:	[Coach] >>> TRAIN @Epoch: 319  >>>  || LOSS Avg: 0.09728
2023-09-16 09:59:10,715:	[Coach] >>> VALID @Epoch: 319  >>> 
2023-09-16 09:59:10,715:	[Coach] >>> TEST  @Epoch: 319  >>> 
2023-09-16 09:59:16,315:	[Wall TIME] >>> ChiefCoach.train takes 5.599564 seconds ...
2023-09-16 09:59:19,408:	[Wall TIME] >>> ChiefCoach.valid takes 3.027998 seconds ...
2023-09-16 09:59:19,409:	[Coach] >>> TRAIN @Epoch: 320  >>>  || LOSS Avg: 0.09754
2023-09-16 09:59:19,409:	[Coach] >>> VALID @Epoch: 320  >>>  || HITRATE@1 Avg: 0.0474 || HITRATE@5 Avg: 0.1541 || HITRATE@10 Avg: 0.2366 || NDCG@5 Avg: 0.1015 || NDCG@10 Avg: 0.1282
2023-09-16 09:59:19,409:	[Coach] >>> TEST  @Epoch: 320  >>> 
2023-09-16 09:59:24,755:	[Wall TIME] >>> ChiefCoach.train takes 5.346293 seconds ...
2023-09-16 09:59:24,840:	[Coach] >>> TRAIN @Epoch: 321  >>>  || LOSS Avg: 0.09681
2023-09-16 09:59:24,840:	[Coach] >>> VALID @Epoch: 321  >>> 
2023-09-16 09:59:24,840:	[Coach] >>> TEST  @Epoch: 321  >>> 
2023-09-16 09:59:30,489:	[Wall TIME] >>> ChiefCoach.train takes 5.648280 seconds ...
2023-09-16 09:59:30,626:	[Coach] >>> TRAIN @Epoch: 322  >>>  || LOSS Avg: 0.09732
2023-09-16 09:59:30,626:	[Coach] >>> VALID @Epoch: 322  >>> 
2023-09-16 09:59:30,626:	[Coach] >>> TEST  @Epoch: 322  >>> 
2023-09-16 09:59:36,604:	[Wall TIME] >>> ChiefCoach.train takes 5.977170 seconds ...
2023-09-16 09:59:36,680:	[Coach] >>> TRAIN @Epoch: 323  >>>  || LOSS Avg: 0.09674
2023-09-16 09:59:36,680:	[Coach] >>> VALID @Epoch: 323  >>> 
2023-09-16 09:59:36,680:	[Coach] >>> TEST  @Epoch: 323  >>> 
2023-09-16 09:59:42,411:	[Wall TIME] >>> ChiefCoach.train takes 5.731035 seconds ...
2023-09-16 09:59:42,714:	[Coach] >>> TRAIN @Epoch: 324  >>>  || LOSS Avg: 0.09688
2023-09-16 09:59:42,714:	[Coach] >>> VALID @Epoch: 324  >>> 
2023-09-16 09:59:42,714:	[Coach] >>> TEST  @Epoch: 324  >>> 
2023-09-16 09:59:48,335:	[Wall TIME] >>> ChiefCoach.train takes 5.620475 seconds ...
2023-09-16 09:59:51,425:	[Wall TIME] >>> ChiefCoach.valid takes 3.020547 seconds ...
2023-09-16 09:59:51,425:	[Coach] >>> TRAIN @Epoch: 325  >>>  || LOSS Avg: 0.09753
2023-09-16 09:59:51,425:	[Coach] >>> VALID @Epoch: 325  >>>  || HITRATE@1 Avg: 0.0469 || HITRATE@5 Avg: 0.1510 || HITRATE@10 Avg: 0.2331 || NDCG@5 Avg: 0.0991 || NDCG@10 Avg: 0.1254
2023-09-16 09:59:51,425:	[Coach] >>> TEST  @Epoch: 325  >>> 
2023-09-16 09:59:57,260:	[Wall TIME] >>> ChiefCoach.train takes 5.834890 seconds ...
2023-09-16 09:59:57,336:	[Coach] >>> TRAIN @Epoch: 326  >>>  || LOSS Avg: 0.09752
2023-09-16 09:59:57,336:	[Coach] >>> VALID @Epoch: 326  >>> 
2023-09-16 09:59:57,336:	[Coach] >>> TEST  @Epoch: 326  >>> 
2023-09-16 10:00:02,754:	[Wall TIME] >>> ChiefCoach.train takes 5.417129 seconds ...
2023-09-16 10:00:02,820:	[Coach] >>> TRAIN @Epoch: 327  >>>  || LOSS Avg: 0.09596
2023-09-16 10:00:02,820:	[Coach] >>> VALID @Epoch: 327  >>> 
2023-09-16 10:00:02,820:	[Coach] >>> TEST  @Epoch: 327  >>> 
2023-09-16 10:00:08,481:	[Wall TIME] >>> ChiefCoach.train takes 5.660576 seconds ...
2023-09-16 10:00:08,558:	[Coach] >>> TRAIN @Epoch: 328  >>>  || LOSS Avg: 0.09607
2023-09-16 10:00:08,558:	[Coach] >>> VALID @Epoch: 328  >>> 
2023-09-16 10:00:08,558:	[Coach] >>> TEST  @Epoch: 328  >>> 
2023-09-16 10:00:13,937:	[Wall TIME] >>> ChiefCoach.train takes 5.378569 seconds ...
2023-09-16 10:00:14,006:	[Coach] >>> TRAIN @Epoch: 329  >>>  || LOSS Avg: 0.09644
2023-09-16 10:00:14,006:	[Coach] >>> VALID @Epoch: 329  >>> 
2023-09-16 10:00:14,006:	[Coach] >>> TEST  @Epoch: 329  >>> 
2023-09-16 10:00:19,643:	[Wall TIME] >>> ChiefCoach.train takes 5.635909 seconds ...
2023-09-16 10:00:23,248:	[Wall TIME] >>> ChiefCoach.valid takes 3.424092 seconds ...
2023-09-16 10:00:23,248:	[Coach] >>> TRAIN @Epoch: 330  >>>  || LOSS Avg: 0.09636
2023-09-16 10:00:23,248:	[Coach] >>> VALID @Epoch: 330  >>>  || HITRATE@1 Avg: 0.0512 || HITRATE@5 Avg: 0.1505 || HITRATE@10 Avg: 0.2323 || NDCG@5 Avg: 0.1015 || NDCG@10 Avg: 0.1279
2023-09-16 10:00:23,248:	[Coach] >>> TEST  @Epoch: 330  >>> 
2023-09-16 10:00:29,142:	[Wall TIME] >>> ChiefCoach.train takes 5.892916 seconds ...
2023-09-16 10:00:29,224:	[Coach] >>> TRAIN @Epoch: 331  >>>  || LOSS Avg: 0.09587
2023-09-16 10:00:29,225:	[Coach] >>> VALID @Epoch: 331  >>> 
2023-09-16 10:00:29,225:	[Coach] >>> TEST  @Epoch: 331  >>> 
2023-09-16 10:00:34,957:	[Wall TIME] >>> ChiefCoach.train takes 5.731898 seconds ...
2023-09-16 10:00:35,194:	[Coach] >>> TRAIN @Epoch: 332  >>>  || LOSS Avg: 0.09677
2023-09-16 10:00:35,195:	[Coach] >>> VALID @Epoch: 332  >>> 
2023-09-16 10:00:35,195:	[Coach] >>> TEST  @Epoch: 332  >>> 
2023-09-16 10:00:40,721:	[Wall TIME] >>> ChiefCoach.train takes 5.525805 seconds ...
2023-09-16 10:00:40,781:	[Coach] >>> TRAIN @Epoch: 333  >>>  || LOSS Avg: 0.09621
2023-09-16 10:00:40,781:	[Coach] >>> VALID @Epoch: 333  >>> 
2023-09-16 10:00:40,781:	[Coach] >>> TEST  @Epoch: 333  >>> 
2023-09-16 10:00:46,503:	[Wall TIME] >>> ChiefCoach.train takes 5.722166 seconds ...
2023-09-16 10:00:46,732:	[Coach] >>> TRAIN @Epoch: 334  >>>  || LOSS Avg: 0.09604
2023-09-16 10:00:46,732:	[Coach] >>> VALID @Epoch: 334  >>> 
2023-09-16 10:00:46,732:	[Coach] >>> TEST  @Epoch: 334  >>> 
2023-09-16 10:00:52,484:	[Wall TIME] >>> ChiefCoach.train takes 5.751480 seconds ...
2023-09-16 10:00:55,709:	[Wall TIME] >>> ChiefCoach.valid takes 3.144176 seconds ...
2023-09-16 10:00:55,709:	[Coach] >>> TRAIN @Epoch: 335  >>>  || LOSS Avg: 0.09554
2023-09-16 10:00:55,710:	[Coach] >>> VALID @Epoch: 335  >>>  || HITRATE@1 Avg: 0.0498 || HITRATE@5 Avg: 0.1543 || HITRATE@10 Avg: 0.2363 || NDCG@5 Avg: 0.1023 || NDCG@10 Avg: 0.1287
2023-09-16 10:00:55,710:	[Coach] >>> TEST  @Epoch: 335  >>> 
2023-09-16 10:01:01,381:	[Wall TIME] >>> ChiefCoach.train takes 5.671026 seconds ...
2023-09-16 10:01:01,450:	[Coach] >>> TRAIN @Epoch: 336  >>>  || LOSS Avg: 0.09680
2023-09-16 10:01:01,451:	[Coach] >>> VALID @Epoch: 336  >>> 
2023-09-16 10:01:01,451:	[Coach] >>> TEST  @Epoch: 336  >>> 
2023-09-16 10:01:06,858:	[Wall TIME] >>> ChiefCoach.train takes 5.407174 seconds ...
2023-09-16 10:01:06,927:	[Coach] >>> TRAIN @Epoch: 337  >>>  || LOSS Avg: 0.09619
2023-09-16 10:01:06,927:	[Coach] >>> VALID @Epoch: 337  >>> 
2023-09-16 10:01:06,928:	[Coach] >>> TEST  @Epoch: 337  >>> 
2023-09-16 10:01:12,656:	[Wall TIME] >>> ChiefCoach.train takes 5.728041 seconds ...
2023-09-16 10:01:12,731:	[Coach] >>> TRAIN @Epoch: 338  >>>  || LOSS Avg: 0.09572
2023-09-16 10:01:12,731:	[Coach] >>> VALID @Epoch: 338  >>> 
2023-09-16 10:01:12,731:	[Coach] >>> TEST  @Epoch: 338  >>> 
2023-09-16 10:01:18,202:	[Wall TIME] >>> ChiefCoach.train takes 5.470530 seconds ...
2023-09-16 10:01:18,270:	[Coach] >>> TRAIN @Epoch: 339  >>>  || LOSS Avg: 0.09628
2023-09-16 10:01:18,270:	[Coach] >>> VALID @Epoch: 339  >>> 
2023-09-16 10:01:18,270:	[Coach] >>> TEST  @Epoch: 339  >>> 
2023-09-16 10:01:23,753:	[Wall TIME] >>> ChiefCoach.train takes 5.482640 seconds ...
2023-09-16 10:01:27,131:	[Wall TIME] >>> ChiefCoach.valid takes 3.310452 seconds ...
2023-09-16 10:01:27,131:	[Coach] >>> TRAIN @Epoch: 340  >>>  || LOSS Avg: 0.09675
2023-09-16 10:01:27,132:	[Coach] >>> VALID @Epoch: 340  >>>  || HITRATE@1 Avg: 0.0490 || HITRATE@5 Avg: 0.1553 || HITRATE@10 Avg: 0.2374 || NDCG@5 Avg: 0.1031 || NDCG@10 Avg: 0.1296
2023-09-16 10:01:27,132:	[Coach] >>> TEST  @Epoch: 340  >>> 
2023-09-16 10:01:32,965:	[Wall TIME] >>> ChiefCoach.train takes 5.833609 seconds ...
2023-09-16 10:01:33,022:	[Coach] >>> TRAIN @Epoch: 341  >>>  || LOSS Avg: 0.09564
2023-09-16 10:01:33,022:	[Coach] >>> VALID @Epoch: 341  >>> 
2023-09-16 10:01:33,022:	[Coach] >>> TEST  @Epoch: 341  >>> 
2023-09-16 10:01:38,779:	[Wall TIME] >>> ChiefCoach.train takes 5.756725 seconds ...
2023-09-16 10:01:38,846:	[Coach] >>> TRAIN @Epoch: 342  >>>  || LOSS Avg: 0.09669
2023-09-16 10:01:38,846:	[Coach] >>> VALID @Epoch: 342  >>> 
2023-09-16 10:01:38,846:	[Coach] >>> TEST  @Epoch: 342  >>> 
2023-09-16 10:01:44,772:	[Wall TIME] >>> ChiefCoach.train takes 5.925957 seconds ...
2023-09-16 10:01:45,064:	[Coach] >>> TRAIN @Epoch: 343  >>>  || LOSS Avg: 0.09643
2023-09-16 10:01:45,065:	[Coach] >>> VALID @Epoch: 343  >>> 
2023-09-16 10:01:45,065:	[Coach] >>> TEST  @Epoch: 343  >>> 
2023-09-16 10:01:50,734:	[Wall TIME] >>> ChiefCoach.train takes 5.669309 seconds ...
2023-09-16 10:01:51,018:	[Coach] >>> TRAIN @Epoch: 344  >>>  || LOSS Avg: 0.09653
2023-09-16 10:01:51,018:	[Coach] >>> VALID @Epoch: 344  >>> 
2023-09-16 10:01:51,018:	[Coach] >>> TEST  @Epoch: 344  >>> 
2023-09-16 10:01:56,961:	[Wall TIME] >>> ChiefCoach.train takes 5.942415 seconds ...
2023-09-16 10:02:00,356:	[Wall TIME] >>> ChiefCoach.valid takes 3.199501 seconds ...
2023-09-16 10:02:00,356:	[Coach] >>> TRAIN @Epoch: 345  >>>  || LOSS Avg: 0.09707
2023-09-16 10:02:00,356:	[Coach] >>> VALID @Epoch: 345  >>>  || HITRATE@1 Avg: 0.0465 || HITRATE@5 Avg: 0.1546 || HITRATE@10 Avg: 0.2389 || NDCG@5 Avg: 0.1016 || NDCG@10 Avg: 0.1288
2023-09-16 10:02:00,356:	[Coach] >>> TEST  @Epoch: 345  >>> 
2023-09-16 10:02:05,857:	[Wall TIME] >>> ChiefCoach.train takes 5.499985 seconds ...
2023-09-16 10:02:06,088:	[Coach] >>> TRAIN @Epoch: 346  >>>  || LOSS Avg: 0.09607
2023-09-16 10:02:06,088:	[Coach] >>> VALID @Epoch: 346  >>> 
2023-09-16 10:02:06,088:	[Coach] >>> TEST  @Epoch: 346  >>> 
2023-09-16 10:02:11,823:	[Wall TIME] >>> ChiefCoach.train takes 5.734222 seconds ...
2023-09-16 10:02:11,906:	[Coach] >>> TRAIN @Epoch: 347  >>>  || LOSS Avg: 0.09594
2023-09-16 10:02:11,906:	[Coach] >>> VALID @Epoch: 347  >>> 
2023-09-16 10:02:11,906:	[Coach] >>> TEST  @Epoch: 347  >>> 
2023-09-16 10:02:17,447:	[Wall TIME] >>> ChiefCoach.train takes 5.540798 seconds ...
2023-09-16 10:02:17,527:	[Coach] >>> TRAIN @Epoch: 348  >>>  || LOSS Avg: 0.09605
2023-09-16 10:02:17,527:	[Coach] >>> VALID @Epoch: 348  >>> 
2023-09-16 10:02:17,528:	[Coach] >>> TEST  @Epoch: 348  >>> 
2023-09-16 10:02:23,099:	[Wall TIME] >>> ChiefCoach.train takes 5.571154 seconds ...
2023-09-16 10:02:23,165:	[Coach] >>> TRAIN @Epoch: 349  >>>  || LOSS Avg: 0.09507
2023-09-16 10:02:23,165:	[Coach] >>> VALID @Epoch: 349  >>> 
2023-09-16 10:02:23,165:	[Coach] >>> TEST  @Epoch: 349  >>> 
2023-09-16 10:02:29,259:	[Wall TIME] >>> ChiefCoach.train takes 6.093562 seconds ...
2023-09-16 10:02:31,895:	[Wall TIME] >>> ChiefCoach.valid takes 2.570163 seconds ...
2023-09-16 10:02:31,896:	[Coach] >>> Better ***NDCG@10*** of ***0.1322*** 
2023-09-16 10:02:31,911:	[Coach] >>> TRAIN @Epoch: 350  >>>  || LOSS Avg: 0.09607
2023-09-16 10:02:31,911:	[Coach] >>> VALID @Epoch: 350  >>>  || HITRATE@1 Avg: 0.0500 || HITRATE@5 Avg: 0.1589 || HITRATE@10 Avg: 0.2424 || NDCG@5 Avg: 0.1053 || NDCG@10 Avg: 0.1322
2023-09-16 10:02:31,911:	[Coach] >>> TEST  @Epoch: 350  >>> 
2023-09-16 10:02:36,683:	[Wall TIME] >>> ChiefCoach.train takes 4.771451 seconds ...
2023-09-16 10:02:36,768:	[Coach] >>> TRAIN @Epoch: 351  >>>  || LOSS Avg: 0.09536
2023-09-16 10:02:36,768:	[Coach] >>> VALID @Epoch: 351  >>> 
2023-09-16 10:02:36,768:	[Coach] >>> TEST  @Epoch: 351  >>> 
2023-09-16 10:02:42,130:	[Wall TIME] >>> ChiefCoach.train takes 5.360753 seconds ...
2023-09-16 10:02:42,208:	[Coach] >>> TRAIN @Epoch: 352  >>>  || LOSS Avg: 0.09536
2023-09-16 10:02:42,208:	[Coach] >>> VALID @Epoch: 352  >>> 
2023-09-16 10:02:42,208:	[Coach] >>> TEST  @Epoch: 352  >>> 
2023-09-16 10:02:47,861:	[Wall TIME] >>> ChiefCoach.train takes 5.652840 seconds ...
2023-09-16 10:02:47,926:	[Coach] >>> TRAIN @Epoch: 353  >>>  || LOSS Avg: 0.09509
2023-09-16 10:02:47,926:	[Coach] >>> VALID @Epoch: 353  >>> 
2023-09-16 10:02:47,926:	[Coach] >>> TEST  @Epoch: 353  >>> 
2023-09-16 10:02:53,148:	[Wall TIME] >>> ChiefCoach.train takes 5.221620 seconds ...
2023-09-16 10:02:53,215:	[Coach] >>> TRAIN @Epoch: 354  >>>  || LOSS Avg: 0.09525
2023-09-16 10:02:53,216:	[Coach] >>> VALID @Epoch: 354  >>> 
2023-09-16 10:02:53,216:	[Coach] >>> TEST  @Epoch: 354  >>> 
2023-09-16 10:02:58,754:	[Wall TIME] >>> ChiefCoach.train takes 5.537962 seconds ...
2023-09-16 10:03:01,373:	[Wall TIME] >>> ChiefCoach.valid takes 2.541692 seconds ...
2023-09-16 10:03:01,373:	[Coach] >>> TRAIN @Epoch: 355  >>>  || LOSS Avg: 0.09427
2023-09-16 10:03:01,374:	[Coach] >>> VALID @Epoch: 355  >>>  || HITRATE@1 Avg: 0.0472 || HITRATE@5 Avg: 0.1555 || HITRATE@10 Avg: 0.2321 || NDCG@5 Avg: 0.1015 || NDCG@10 Avg: 0.1261
2023-09-16 10:03:01,374:	[Coach] >>> TEST  @Epoch: 355  >>> 
2023-09-16 10:03:06,752:	[Wall TIME] >>> ChiefCoach.train takes 5.377719 seconds ...
2023-09-16 10:03:06,842:	[Coach] >>> TRAIN @Epoch: 356  >>>  || LOSS Avg: 0.09459
2023-09-16 10:03:06,842:	[Coach] >>> VALID @Epoch: 356  >>> 
2023-09-16 10:03:06,843:	[Coach] >>> TEST  @Epoch: 356  >>> 
2023-09-16 10:03:12,233:	[Wall TIME] >>> ChiefCoach.train takes 5.389612 seconds ...
2023-09-16 10:03:12,304:	[Coach] >>> TRAIN @Epoch: 357  >>>  || LOSS Avg: 0.09583
2023-09-16 10:03:12,304:	[Coach] >>> VALID @Epoch: 357  >>> 
2023-09-16 10:03:12,304:	[Coach] >>> TEST  @Epoch: 357  >>> 
2023-09-16 10:03:18,035:	[Wall TIME] >>> ChiefCoach.train takes 5.731115 seconds ...
2023-09-16 10:03:18,100:	[Coach] >>> TRAIN @Epoch: 358  >>>  || LOSS Avg: 0.09544
2023-09-16 10:03:18,101:	[Coach] >>> VALID @Epoch: 358  >>> 
2023-09-16 10:03:18,101:	[Coach] >>> TEST  @Epoch: 358  >>> 
2023-09-16 10:03:23,553:	[Wall TIME] >>> ChiefCoach.train takes 5.451923 seconds ...
2023-09-16 10:03:23,615:	[Coach] >>> TRAIN @Epoch: 359  >>>  || LOSS Avg: 0.09532
2023-09-16 10:03:23,615:	[Coach] >>> VALID @Epoch: 359  >>> 
2023-09-16 10:03:23,615:	[Coach] >>> TEST  @Epoch: 359  >>> 
2023-09-16 10:03:29,216:	[Wall TIME] >>> ChiefCoach.train takes 5.601284 seconds ...
2023-09-16 10:03:32,256:	[Wall TIME] >>> ChiefCoach.valid takes 2.946932 seconds ...
2023-09-16 10:03:32,257:	[Coach] >>> TRAIN @Epoch: 360  >>>  || LOSS Avg: 0.09546
2023-09-16 10:03:32,257:	[Coach] >>> VALID @Epoch: 360  >>>  || HITRATE@1 Avg: 0.0488 || HITRATE@5 Avg: 0.1536 || HITRATE@10 Avg: 0.2329 || NDCG@5 Avg: 0.1019 || NDCG@10 Avg: 0.1274
2023-09-16 10:03:32,257:	[Coach] >>> TEST  @Epoch: 360  >>> 
2023-09-16 10:03:37,634:	[Wall TIME] >>> ChiefCoach.train takes 5.376543 seconds ...
2023-09-16 10:03:37,709:	[Coach] >>> TRAIN @Epoch: 361  >>>  || LOSS Avg: 0.09614
2023-09-16 10:03:37,709:	[Coach] >>> VALID @Epoch: 361  >>> 
2023-09-16 10:03:37,709:	[Coach] >>> TEST  @Epoch: 361  >>> 
2023-09-16 10:03:43,297:	[Wall TIME] >>> ChiefCoach.train takes 5.587538 seconds ...
2023-09-16 10:03:43,366:	[Coach] >>> TRAIN @Epoch: 362  >>>  || LOSS Avg: 0.09499
2023-09-16 10:03:43,366:	[Coach] >>> VALID @Epoch: 362  >>> 
2023-09-16 10:03:43,366:	[Coach] >>> TEST  @Epoch: 362  >>> 
2023-09-16 10:03:48,530:	[Wall TIME] >>> ChiefCoach.train takes 5.164124 seconds ...
2023-09-16 10:03:48,632:	[Coach] >>> TRAIN @Epoch: 363  >>>  || LOSS Avg: 0.09457
2023-09-16 10:03:48,633:	[Coach] >>> VALID @Epoch: 363  >>> 
2023-09-16 10:03:48,633:	[Coach] >>> TEST  @Epoch: 363  >>> 
2023-09-16 10:03:53,922:	[Wall TIME] >>> ChiefCoach.train takes 5.288943 seconds ...
2023-09-16 10:03:53,997:	[Coach] >>> TRAIN @Epoch: 364  >>>  || LOSS Avg: 0.09648
2023-09-16 10:03:53,997:	[Coach] >>> VALID @Epoch: 364  >>> 
2023-09-16 10:03:53,998:	[Coach] >>> TEST  @Epoch: 364  >>> 
2023-09-16 10:03:59,348:	[Wall TIME] >>> ChiefCoach.train takes 5.350064 seconds ...
2023-09-16 10:04:02,797:	[Wall TIME] >>> ChiefCoach.valid takes 3.356850 seconds ...
2023-09-16 10:04:02,798:	[Coach] >>> TRAIN @Epoch: 365  >>>  || LOSS Avg: 0.09536
2023-09-16 10:04:02,798:	[Coach] >>> VALID @Epoch: 365  >>>  || HITRATE@1 Avg: 0.0465 || HITRATE@5 Avg: 0.1588 || HITRATE@10 Avg: 0.2363 || NDCG@5 Avg: 0.1031 || NDCG@10 Avg: 0.1280
2023-09-16 10:04:02,798:	[Coach] >>> TEST  @Epoch: 365  >>> 
2023-09-16 10:04:08,340:	[Wall TIME] >>> ChiefCoach.train takes 5.541472 seconds ...
2023-09-16 10:04:08,521:	[Coach] >>> TRAIN @Epoch: 366  >>>  || LOSS Avg: 0.09338
2023-09-16 10:04:08,521:	[Coach] >>> VALID @Epoch: 366  >>> 
2023-09-16 10:04:08,521:	[Coach] >>> TEST  @Epoch: 366  >>> 
2023-09-16 10:04:14,328:	[Wall TIME] >>> ChiefCoach.train takes 5.807428 seconds ...
2023-09-16 10:04:14,390:	[Coach] >>> TRAIN @Epoch: 367  >>>  || LOSS Avg: 0.09588
2023-09-16 10:04:14,391:	[Coach] >>> VALID @Epoch: 367  >>> 
2023-09-16 10:04:14,391:	[Coach] >>> TEST  @Epoch: 367  >>> 
2023-09-16 10:04:19,821:	[Wall TIME] >>> ChiefCoach.train takes 5.429823 seconds ...
2023-09-16 10:04:19,891:	[Coach] >>> TRAIN @Epoch: 368  >>>  || LOSS Avg: 0.09486
2023-09-16 10:04:19,891:	[Coach] >>> VALID @Epoch: 368  >>> 
2023-09-16 10:04:19,891:	[Coach] >>> TEST  @Epoch: 368  >>> 
2023-09-16 10:04:25,463:	[Wall TIME] >>> ChiefCoach.train takes 5.571678 seconds ...
2023-09-16 10:04:25,547:	[Coach] >>> TRAIN @Epoch: 369  >>>  || LOSS Avg: 0.09365
2023-09-16 10:04:25,548:	[Coach] >>> VALID @Epoch: 369  >>> 
2023-09-16 10:04:25,548:	[Coach] >>> TEST  @Epoch: 369  >>> 
2023-09-16 10:04:31,207:	[Wall TIME] >>> ChiefCoach.train takes 5.659379 seconds ...
2023-09-16 10:04:34,581:	[Wall TIME] >>> ChiefCoach.valid takes 3.301657 seconds ...
2023-09-16 10:04:34,582:	[Coach] >>> TRAIN @Epoch: 370  >>>  || LOSS Avg: 0.09437
2023-09-16 10:04:34,582:	[Coach] >>> VALID @Epoch: 370  >>>  || HITRATE@1 Avg: 0.0492 || HITRATE@5 Avg: 0.1573 || HITRATE@10 Avg: 0.2417 || NDCG@5 Avg: 0.1041 || NDCG@10 Avg: 0.1312
2023-09-16 10:04:34,582:	[Coach] >>> TEST  @Epoch: 370  >>> 
2023-09-16 10:04:40,438:	[Wall TIME] >>> ChiefCoach.train takes 5.855659 seconds ...
2023-09-16 10:04:40,596:	[Coach] >>> TRAIN @Epoch: 371  >>>  || LOSS Avg: 0.09490
2023-09-16 10:04:40,596:	[Coach] >>> VALID @Epoch: 371  >>> 
2023-09-16 10:04:40,596:	[Coach] >>> TEST  @Epoch: 371  >>> 
2023-09-16 10:04:45,953:	[Wall TIME] >>> ChiefCoach.train takes 5.356580 seconds ...
2023-09-16 10:04:46,052:	[Coach] >>> TRAIN @Epoch: 372  >>>  || LOSS Avg: 0.09500
2023-09-16 10:04:46,052:	[Coach] >>> VALID @Epoch: 372  >>> 
2023-09-16 10:04:46,052:	[Coach] >>> TEST  @Epoch: 372  >>> 
2023-09-16 10:04:51,626:	[Wall TIME] >>> ChiefCoach.train takes 5.573805 seconds ...
2023-09-16 10:04:51,701:	[Coach] >>> TRAIN @Epoch: 373  >>>  || LOSS Avg: 0.09592
2023-09-16 10:04:51,701:	[Coach] >>> VALID @Epoch: 373  >>> 
2023-09-16 10:04:51,701:	[Coach] >>> TEST  @Epoch: 373  >>> 
2023-09-16 10:04:57,539:	[Wall TIME] >>> ChiefCoach.train takes 5.837689 seconds ...
2023-09-16 10:04:57,606:	[Coach] >>> TRAIN @Epoch: 374  >>>  || LOSS Avg: 0.09416
2023-09-16 10:04:57,607:	[Coach] >>> VALID @Epoch: 374  >>> 
2023-09-16 10:04:57,607:	[Coach] >>> TEST  @Epoch: 374  >>> 
2023-09-16 10:05:03,314:	[Wall TIME] >>> ChiefCoach.train takes 5.706963 seconds ...
2023-09-16 10:05:06,297:	[Wall TIME] >>> ChiefCoach.valid takes 2.898600 seconds ...
2023-09-16 10:05:06,298:	[Coach] >>> TRAIN @Epoch: 375  >>>  || LOSS Avg: 0.09547
2023-09-16 10:05:06,298:	[Coach] >>> VALID @Epoch: 375  >>>  || HITRATE@1 Avg: 0.0472 || HITRATE@5 Avg: 0.1575 || HITRATE@10 Avg: 0.2424 || NDCG@5 Avg: 0.1029 || NDCG@10 Avg: 0.1303
2023-09-16 10:05:06,298:	[Coach] >>> TEST  @Epoch: 375  >>> 
2023-09-16 10:05:11,626:	[Wall TIME] >>> ChiefCoach.train takes 5.328142 seconds ...
2023-09-16 10:05:11,692:	[Coach] >>> TRAIN @Epoch: 376  >>>  || LOSS Avg: 0.09514
2023-09-16 10:05:11,692:	[Coach] >>> VALID @Epoch: 376  >>> 
2023-09-16 10:05:11,692:	[Coach] >>> TEST  @Epoch: 376  >>> 
2023-09-16 10:05:16,858:	[Wall TIME] >>> ChiefCoach.train takes 5.166116 seconds ...
2023-09-16 10:05:16,932:	[Coach] >>> TRAIN @Epoch: 377  >>>  || LOSS Avg: 0.09507
2023-09-16 10:05:16,932:	[Coach] >>> VALID @Epoch: 377  >>> 
2023-09-16 10:05:16,932:	[Coach] >>> TEST  @Epoch: 377  >>> 
2023-09-16 10:05:22,495:	[Wall TIME] >>> ChiefCoach.train takes 5.562457 seconds ...
2023-09-16 10:05:22,730:	[Coach] >>> TRAIN @Epoch: 378  >>>  || LOSS Avg: 0.09473
2023-09-16 10:05:22,730:	[Coach] >>> VALID @Epoch: 378  >>> 
2023-09-16 10:05:22,730:	[Coach] >>> TEST  @Epoch: 378  >>> 
2023-09-16 10:05:28,361:	[Wall TIME] >>> ChiefCoach.train takes 5.630229 seconds ...
2023-09-16 10:05:28,446:	[Coach] >>> TRAIN @Epoch: 379  >>>  || LOSS Avg: 0.09386
2023-09-16 10:05:28,446:	[Coach] >>> VALID @Epoch: 379  >>> 
2023-09-16 10:05:28,446:	[Coach] >>> TEST  @Epoch: 379  >>> 
2023-09-16 10:05:34,661:	[Wall TIME] >>> ChiefCoach.train takes 6.215232 seconds ...
2023-09-16 10:05:38,114:	[Wall TIME] >>> ChiefCoach.valid takes 3.376995 seconds ...
2023-09-16 10:05:38,114:	[Coach] >>> TRAIN @Epoch: 380  >>>  || LOSS Avg: 0.09436
2023-09-16 10:05:38,115:	[Coach] >>> VALID @Epoch: 380  >>>  || HITRATE@1 Avg: 0.0464 || HITRATE@5 Avg: 0.1565 || HITRATE@10 Avg: 0.2386 || NDCG@5 Avg: 0.1017 || NDCG@10 Avg: 0.1281
2023-09-16 10:05:38,115:	[Coach] >>> TEST  @Epoch: 380  >>> 
2023-09-16 10:05:43,979:	[Wall TIME] >>> ChiefCoach.train takes 5.864105 seconds ...
2023-09-16 10:05:44,083:	[Coach] >>> TRAIN @Epoch: 381  >>>  || LOSS Avg: 0.09467
2023-09-16 10:05:44,083:	[Coach] >>> VALID @Epoch: 381  >>> 
2023-09-16 10:05:44,084:	[Coach] >>> TEST  @Epoch: 381  >>> 
2023-09-16 10:05:49,596:	[Wall TIME] >>> ChiefCoach.train takes 5.512153 seconds ...
2023-09-16 10:05:49,658:	[Coach] >>> TRAIN @Epoch: 382  >>>  || LOSS Avg: 0.09388
2023-09-16 10:05:49,658:	[Coach] >>> VALID @Epoch: 382  >>> 
2023-09-16 10:05:49,658:	[Coach] >>> TEST  @Epoch: 382  >>> 
2023-09-16 10:05:55,411:	[Wall TIME] >>> ChiefCoach.train takes 5.752252 seconds ...
2023-09-16 10:05:55,487:	[Coach] >>> TRAIN @Epoch: 383  >>>  || LOSS Avg: 0.09421
2023-09-16 10:05:55,487:	[Coach] >>> VALID @Epoch: 383  >>> 
2023-09-16 10:05:55,487:	[Coach] >>> TEST  @Epoch: 383  >>> 
2023-09-16 10:06:00,858:	[Wall TIME] >>> ChiefCoach.train takes 5.371141 seconds ...
2023-09-16 10:06:01,001:	[Coach] >>> TRAIN @Epoch: 384  >>>  || LOSS Avg: 0.09426
2023-09-16 10:06:01,001:	[Coach] >>> VALID @Epoch: 384  >>> 
2023-09-16 10:06:01,001:	[Coach] >>> TEST  @Epoch: 384  >>> 
2023-09-16 10:06:06,469:	[Wall TIME] >>> ChiefCoach.train takes 5.468129 seconds ...
2023-09-16 10:06:09,813:	[Wall TIME] >>> ChiefCoach.valid takes 3.268606 seconds ...
2023-09-16 10:06:09,814:	[Coach] >>> Better ***NDCG@10*** of ***0.1328*** 
2023-09-16 10:06:09,825:	[Coach] >>> TRAIN @Epoch: 385  >>>  || LOSS Avg: 0.09375
2023-09-16 10:06:09,825:	[Coach] >>> VALID @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0493 || HITRATE@5 Avg: 0.1641 || HITRATE@10 Avg: 0.2425 || NDCG@5 Avg: 0.1075 || NDCG@10 Avg: 0.1328
2023-09-16 10:06:09,825:	[Coach] >>> TEST  @Epoch: 385  >>> 
2023-09-16 10:06:15,666:	[Wall TIME] >>> ChiefCoach.train takes 5.840426 seconds ...
2023-09-16 10:06:15,734:	[Coach] >>> TRAIN @Epoch: 386  >>>  || LOSS Avg: 0.09426
2023-09-16 10:06:15,734:	[Coach] >>> VALID @Epoch: 386  >>> 
2023-09-16 10:06:15,734:	[Coach] >>> TEST  @Epoch: 386  >>> 
2023-09-16 10:06:21,342:	[Wall TIME] >>> ChiefCoach.train takes 5.607364 seconds ...
2023-09-16 10:06:21,479:	[Coach] >>> TRAIN @Epoch: 387  >>>  || LOSS Avg: 0.09413
2023-09-16 10:06:21,479:	[Coach] >>> VALID @Epoch: 387  >>> 
2023-09-16 10:06:21,479:	[Coach] >>> TEST  @Epoch: 387  >>> 
2023-09-16 10:06:26,955:	[Wall TIME] >>> ChiefCoach.train takes 5.475960 seconds ...
2023-09-16 10:06:27,023:	[Coach] >>> TRAIN @Epoch: 388  >>>  || LOSS Avg: 0.09401
2023-09-16 10:06:27,023:	[Coach] >>> VALID @Epoch: 388  >>> 
2023-09-16 10:06:27,023:	[Coach] >>> TEST  @Epoch: 388  >>> 
2023-09-16 10:06:32,324:	[Wall TIME] >>> ChiefCoach.train takes 5.301350 seconds ...
2023-09-16 10:06:32,392:	[Coach] >>> TRAIN @Epoch: 389  >>>  || LOSS Avg: 0.09427
2023-09-16 10:06:32,392:	[Coach] >>> VALID @Epoch: 389  >>> 
2023-09-16 10:06:32,392:	[Coach] >>> TEST  @Epoch: 389  >>> 
2023-09-16 10:06:37,566:	[Wall TIME] >>> ChiefCoach.train takes 5.173190 seconds ...
2023-09-16 10:06:40,957:	[Wall TIME] >>> ChiefCoach.valid takes 3.326213 seconds ...
2023-09-16 10:06:40,958:	[Coach] >>> TRAIN @Epoch: 390  >>>  || LOSS Avg: 0.09365
2023-09-16 10:06:40,958:	[Coach] >>> VALID @Epoch: 390  >>>  || HITRATE@1 Avg: 0.0480 || HITRATE@5 Avg: 0.1604 || HITRATE@10 Avg: 0.2353 || NDCG@5 Avg: 0.1044 || NDCG@10 Avg: 0.1285
2023-09-16 10:06:40,958:	[Coach] >>> TEST  @Epoch: 390  >>> 
2023-09-16 10:06:45,946:	[Wall TIME] >>> ChiefCoach.train takes 4.987285 seconds ...
2023-09-16 10:06:46,017:	[Coach] >>> TRAIN @Epoch: 391  >>>  || LOSS Avg: 0.09445
2023-09-16 10:06:46,017:	[Coach] >>> VALID @Epoch: 391  >>> 
2023-09-16 10:06:46,018:	[Coach] >>> TEST  @Epoch: 391  >>> 
2023-09-16 10:06:51,421:	[Wall TIME] >>> ChiefCoach.train takes 5.403045 seconds ...
2023-09-16 10:06:51,489:	[Coach] >>> TRAIN @Epoch: 392  >>>  || LOSS Avg: 0.09404
2023-09-16 10:06:51,489:	[Coach] >>> VALID @Epoch: 392  >>> 
2023-09-16 10:06:51,490:	[Coach] >>> TEST  @Epoch: 392  >>> 
2023-09-16 10:06:56,941:	[Wall TIME] >>> ChiefCoach.train takes 5.451485 seconds ...
2023-09-16 10:06:57,026:	[Coach] >>> TRAIN @Epoch: 393  >>>  || LOSS Avg: 0.09368
2023-09-16 10:06:57,026:	[Coach] >>> VALID @Epoch: 393  >>> 
2023-09-16 10:06:57,026:	[Coach] >>> TEST  @Epoch: 393  >>> 
2023-09-16 10:07:02,924:	[Wall TIME] >>> ChiefCoach.train takes 5.897736 seconds ...
2023-09-16 10:07:03,008:	[Coach] >>> TRAIN @Epoch: 394  >>>  || LOSS Avg: 0.09353
2023-09-16 10:07:03,008:	[Coach] >>> VALID @Epoch: 394  >>> 
2023-09-16 10:07:03,008:	[Coach] >>> TEST  @Epoch: 394  >>> 
2023-09-16 10:07:08,701:	[Wall TIME] >>> ChiefCoach.train takes 5.692577 seconds ...
2023-09-16 10:07:12,063:	[Wall TIME] >>> ChiefCoach.valid takes 3.279746 seconds ...
2023-09-16 10:07:12,063:	[Coach] >>> TRAIN @Epoch: 395  >>>  || LOSS Avg: 0.09368
2023-09-16 10:07:12,063:	[Coach] >>> VALID @Epoch: 395  >>>  || HITRATE@1 Avg: 0.0462 || HITRATE@5 Avg: 0.1581 || HITRATE@10 Avg: 0.2384 || NDCG@5 Avg: 0.1034 || NDCG@10 Avg: 0.1292
2023-09-16 10:07:12,063:	[Coach] >>> TEST  @Epoch: 395  >>> 
2023-09-16 10:07:18,084:	[Wall TIME] >>> ChiefCoach.train takes 6.020525 seconds ...
2023-09-16 10:07:18,156:	[Coach] >>> TRAIN @Epoch: 396  >>>  || LOSS Avg: 0.09523
2023-09-16 10:07:18,156:	[Coach] >>> VALID @Epoch: 396  >>> 
2023-09-16 10:07:18,156:	[Coach] >>> TEST  @Epoch: 396  >>> 
2023-09-16 10:07:24,045:	[Wall TIME] >>> ChiefCoach.train takes 5.888325 seconds ...
2023-09-16 10:07:24,118:	[Coach] >>> TRAIN @Epoch: 397  >>>  || LOSS Avg: 0.09306
2023-09-16 10:07:24,118:	[Coach] >>> VALID @Epoch: 397  >>> 
2023-09-16 10:07:24,118:	[Coach] >>> TEST  @Epoch: 397  >>> 
2023-09-16 10:07:29,845:	[Wall TIME] >>> ChiefCoach.train takes 5.724785 seconds ...
2023-09-16 10:07:30,052:	[Coach] >>> TRAIN @Epoch: 398  >>>  || LOSS Avg: 0.09413
2023-09-16 10:07:30,052:	[Coach] >>> VALID @Epoch: 398  >>> 
2023-09-16 10:07:30,052:	[Coach] >>> TEST  @Epoch: 398  >>> 
2023-09-16 10:07:35,594:	[Wall TIME] >>> ChiefCoach.train takes 5.541605 seconds ...
2023-09-16 10:07:35,674:	[Coach] >>> TRAIN @Epoch: 399  >>>  || LOSS Avg: 0.09340
2023-09-16 10:07:35,674:	[Coach] >>> VALID @Epoch: 399  >>> 
2023-09-16 10:07:35,674:	[Coach] >>> TEST  @Epoch: 399  >>> 
2023-09-16 10:07:41,552:	[Wall TIME] >>> ChiefCoach.train takes 5.877375 seconds ...
2023-09-16 10:07:45,008:	[Wall TIME] >>> ChiefCoach.valid takes 3.237357 seconds ...
2023-09-16 10:07:45,009:	[Coach] >>> TRAIN @Epoch: 400  >>>  || LOSS Avg: 0.09513
2023-09-16 10:07:45,009:	[Coach] >>> VALID @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0497 || HITRATE@5 Avg: 0.1589 || HITRATE@10 Avg: 0.2396 || NDCG@5 Avg: 0.1041 || NDCG@10 Avg: 0.1300
2023-09-16 10:07:45,009:	[Coach] >>> TEST  @Epoch: 400  >>> 
2023-09-16 10:07:50,504:	[Wall TIME] >>> ChiefCoach.train takes 5.495400 seconds ...
2023-09-16 10:07:50,577:	[Coach] >>> TRAIN @Epoch: 401  >>>  || LOSS Avg: 0.09457
2023-09-16 10:07:50,577:	[Coach] >>> VALID @Epoch: 401  >>> 
2023-09-16 10:07:50,577:	[Coach] >>> TEST  @Epoch: 401  >>> 
2023-09-16 10:07:56,010:	[Wall TIME] >>> ChiefCoach.train takes 5.431944 seconds ...
2023-09-16 10:07:56,193:	[Coach] >>> TRAIN @Epoch: 402  >>>  || LOSS Avg: 0.09306
2023-09-16 10:07:56,193:	[Coach] >>> VALID @Epoch: 402  >>> 
2023-09-16 10:07:56,193:	[Coach] >>> TEST  @Epoch: 402  >>> 
2023-09-16 10:08:02,107:	[Wall TIME] >>> ChiefCoach.train takes 5.913697 seconds ...
2023-09-16 10:08:02,171:	[Coach] >>> TRAIN @Epoch: 403  >>>  || LOSS Avg: 0.09445
2023-09-16 10:08:02,172:	[Coach] >>> VALID @Epoch: 403  >>> 
2023-09-16 10:08:02,172:	[Coach] >>> TEST  @Epoch: 403  >>> 
2023-09-16 10:08:07,806:	[Wall TIME] >>> ChiefCoach.train takes 5.634283 seconds ...
2023-09-16 10:08:07,889:	[Coach] >>> TRAIN @Epoch: 404  >>>  || LOSS Avg: 0.09336
2023-09-16 10:08:07,889:	[Coach] >>> VALID @Epoch: 404  >>> 
2023-09-16 10:08:07,889:	[Coach] >>> TEST  @Epoch: 404  >>> 
2023-09-16 10:08:13,390:	[Wall TIME] >>> ChiefCoach.train takes 5.500559 seconds ...
2023-09-16 10:08:16,746:	[Wall TIME] >>> ChiefCoach.valid takes 3.116194 seconds ...
2023-09-16 10:08:16,746:	[Coach] >>> TRAIN @Epoch: 405  >>>  || LOSS Avg: 0.09397
2023-09-16 10:08:16,746:	[Coach] >>> VALID @Epoch: 405  >>>  || HITRATE@1 Avg: 0.0500 || HITRATE@5 Avg: 0.1606 || HITRATE@10 Avg: 0.2429 || NDCG@5 Avg: 0.1059 || NDCG@10 Avg: 0.1323
2023-09-16 10:08:16,746:	[Coach] >>> TEST  @Epoch: 405  >>> 
2023-09-16 10:08:22,108:	[Wall TIME] >>> ChiefCoach.train takes 5.361697 seconds ...
2023-09-16 10:08:22,177:	[Coach] >>> TRAIN @Epoch: 406  >>>  || LOSS Avg: 0.09376
2023-09-16 10:08:22,177:	[Coach] >>> VALID @Epoch: 406  >>> 
2023-09-16 10:08:22,177:	[Coach] >>> TEST  @Epoch: 406  >>> 
2023-09-16 10:08:27,728:	[Wall TIME] >>> ChiefCoach.train takes 5.550100 seconds ...
2023-09-16 10:08:27,816:	[Coach] >>> TRAIN @Epoch: 407  >>>  || LOSS Avg: 0.09388
2023-09-16 10:08:27,816:	[Coach] >>> VALID @Epoch: 407  >>> 
2023-09-16 10:08:27,816:	[Coach] >>> TEST  @Epoch: 407  >>> 
2023-09-16 10:08:33,135:	[Wall TIME] >>> ChiefCoach.train takes 5.318431 seconds ...
2023-09-16 10:08:33,220:	[Coach] >>> TRAIN @Epoch: 408  >>>  || LOSS Avg: 0.09454
2023-09-16 10:08:33,220:	[Coach] >>> VALID @Epoch: 408  >>> 
2023-09-16 10:08:33,221:	[Coach] >>> TEST  @Epoch: 408  >>> 
2023-09-16 10:08:38,539:	[Wall TIME] >>> ChiefCoach.train takes 5.317893 seconds ...
2023-09-16 10:08:38,624:	[Coach] >>> TRAIN @Epoch: 409  >>>  || LOSS Avg: 0.09316
2023-09-16 10:08:38,624:	[Coach] >>> VALID @Epoch: 409  >>> 
2023-09-16 10:08:38,624:	[Coach] >>> TEST  @Epoch: 409  >>> 
2023-09-16 10:08:44,052:	[Wall TIME] >>> ChiefCoach.train takes 5.427563 seconds ...
2023-09-16 10:08:47,507:	[Wall TIME] >>> ChiefCoach.valid takes 3.369492 seconds ...
2023-09-16 10:08:47,508:	[Coach] >>> TRAIN @Epoch: 410  >>>  || LOSS Avg: 0.09320
2023-09-16 10:08:47,508:	[Coach] >>> VALID @Epoch: 410  >>>  || HITRATE@1 Avg: 0.0483 || HITRATE@5 Avg: 0.1626 || HITRATE@10 Avg: 0.2449 || NDCG@5 Avg: 0.1055 || NDCG@10 Avg: 0.1320
2023-09-16 10:08:47,508:	[Coach] >>> TEST  @Epoch: 410  >>> 
2023-09-16 10:08:52,855:	[Wall TIME] >>> ChiefCoach.train takes 5.346486 seconds ...
2023-09-16 10:08:52,933:	[Coach] >>> TRAIN @Epoch: 411  >>>  || LOSS Avg: 0.09400
2023-09-16 10:08:52,933:	[Coach] >>> VALID @Epoch: 411  >>> 
2023-09-16 10:08:52,933:	[Coach] >>> TEST  @Epoch: 411  >>> 
2023-09-16 10:08:58,818:	[Wall TIME] >>> ChiefCoach.train takes 5.883916 seconds ...
2023-09-16 10:08:58,891:	[Coach] >>> TRAIN @Epoch: 412  >>>  || LOSS Avg: 0.09426
2023-09-16 10:08:58,891:	[Coach] >>> VALID @Epoch: 412  >>> 
2023-09-16 10:08:58,891:	[Coach] >>> TEST  @Epoch: 412  >>> 
2023-09-16 10:09:04,552:	[Wall TIME] >>> ChiefCoach.train takes 5.661336 seconds ...
2023-09-16 10:09:04,761:	[Coach] >>> TRAIN @Epoch: 413  >>>  || LOSS Avg: 0.09230
2023-09-16 10:09:04,761:	[Coach] >>> VALID @Epoch: 413  >>> 
2023-09-16 10:09:04,761:	[Coach] >>> TEST  @Epoch: 413  >>> 
2023-09-16 10:09:10,528:	[Wall TIME] >>> ChiefCoach.train takes 5.766900 seconds ...
2023-09-16 10:09:10,602:	[Coach] >>> TRAIN @Epoch: 414  >>>  || LOSS Avg: 0.09259
2023-09-16 10:09:10,603:	[Coach] >>> VALID @Epoch: 414  >>> 
2023-09-16 10:09:10,603:	[Coach] >>> TEST  @Epoch: 414  >>> 
2023-09-16 10:09:15,886:	[Wall TIME] >>> ChiefCoach.train takes 5.283328 seconds ...
2023-09-16 10:09:19,024:	[Wall TIME] >>> ChiefCoach.valid takes 3.072401 seconds ...
2023-09-16 10:09:19,025:	[Coach] >>> TRAIN @Epoch: 415  >>>  || LOSS Avg: 0.09339
2023-09-16 10:09:19,025:	[Coach] >>> VALID @Epoch: 415  >>>  || HITRATE@1 Avg: 0.0490 || HITRATE@5 Avg: 0.1571 || HITRATE@10 Avg: 0.2414 || NDCG@5 Avg: 0.1030 || NDCG@10 Avg: 0.1302
2023-09-16 10:09:19,025:	[Coach] >>> TEST  @Epoch: 415  >>> 
2023-09-16 10:09:24,593:	[Wall TIME] >>> ChiefCoach.train takes 5.567187 seconds ...
2023-09-16 10:09:24,667:	[Coach] >>> TRAIN @Epoch: 416  >>>  || LOSS Avg: 0.09322
2023-09-16 10:09:24,668:	[Coach] >>> VALID @Epoch: 416  >>> 
2023-09-16 10:09:24,668:	[Coach] >>> TEST  @Epoch: 416  >>> 
2023-09-16 10:09:29,819:	[Wall TIME] >>> ChiefCoach.train takes 5.151112 seconds ...
2023-09-16 10:09:29,907:	[Coach] >>> TRAIN @Epoch: 417  >>>  || LOSS Avg: 0.09307
2023-09-16 10:09:29,907:	[Coach] >>> VALID @Epoch: 417  >>> 
2023-09-16 10:09:29,907:	[Coach] >>> TEST  @Epoch: 417  >>> 
2023-09-16 10:09:35,531:	[Wall TIME] >>> ChiefCoach.train takes 5.623882 seconds ...
2023-09-16 10:09:35,601:	[Coach] >>> TRAIN @Epoch: 418  >>>  || LOSS Avg: 0.09341
2023-09-16 10:09:35,601:	[Coach] >>> VALID @Epoch: 418  >>> 
2023-09-16 10:09:35,601:	[Coach] >>> TEST  @Epoch: 418  >>> 
2023-09-16 10:09:41,632:	[Wall TIME] >>> ChiefCoach.train takes 6.030799 seconds ...
2023-09-16 10:09:41,699:	[Coach] >>> TRAIN @Epoch: 419  >>>  || LOSS Avg: 0.09301
2023-09-16 10:09:41,699:	[Coach] >>> VALID @Epoch: 419  >>> 
2023-09-16 10:09:41,699:	[Coach] >>> TEST  @Epoch: 419  >>> 
2023-09-16 10:09:47,384:	[Wall TIME] >>> ChiefCoach.train takes 5.684941 seconds ...
2023-09-16 10:09:50,872:	[Wall TIME] >>> ChiefCoach.valid takes 3.225298 seconds ...
2023-09-16 10:09:50,872:	[Coach] >>> Better ***NDCG@10*** of ***0.1339*** 
2023-09-16 10:09:50,883:	[Coach] >>> TRAIN @Epoch: 420  >>>  || LOSS Avg: 0.09282
2023-09-16 10:09:50,883:	[Coach] >>> VALID @Epoch: 420  >>>  || HITRATE@1 Avg: 0.0526 || HITRATE@5 Avg: 0.1604 || HITRATE@10 Avg: 0.2424 || NDCG@5 Avg: 0.1076 || NDCG@10 Avg: 0.1339
2023-09-16 10:09:50,883:	[Coach] >>> TEST  @Epoch: 420  >>> 
2023-09-16 10:09:56,428:	[Wall TIME] >>> ChiefCoach.train takes 5.544885 seconds ...
2023-09-16 10:09:56,643:	[Coach] >>> TRAIN @Epoch: 421  >>>  || LOSS Avg: 0.09195
2023-09-16 10:09:56,643:	[Coach] >>> VALID @Epoch: 421  >>> 
2023-09-16 10:09:56,643:	[Coach] >>> TEST  @Epoch: 421  >>> 
2023-09-16 10:10:01,984:	[Wall TIME] >>> ChiefCoach.train takes 5.340152 seconds ...
2023-09-16 10:10:02,110:	[Coach] >>> TRAIN @Epoch: 422  >>>  || LOSS Avg: 0.09320
2023-09-16 10:10:02,110:	[Coach] >>> VALID @Epoch: 422  >>> 
2023-09-16 10:10:02,110:	[Coach] >>> TEST  @Epoch: 422  >>> 
2023-09-16 10:10:07,352:	[Wall TIME] >>> ChiefCoach.train takes 5.242266 seconds ...
2023-09-16 10:10:07,590:	[Coach] >>> TRAIN @Epoch: 423  >>>  || LOSS Avg: 0.09403
2023-09-16 10:10:07,590:	[Coach] >>> VALID @Epoch: 423  >>> 
2023-09-16 10:10:07,591:	[Coach] >>> TEST  @Epoch: 423  >>> 
2023-09-16 10:10:12,904:	[Wall TIME] >>> ChiefCoach.train takes 5.312869 seconds ...
2023-09-16 10:10:13,259:	[Coach] >>> TRAIN @Epoch: 424  >>>  || LOSS Avg: 0.09157
2023-09-16 10:10:13,260:	[Coach] >>> VALID @Epoch: 424  >>> 
2023-09-16 10:10:13,260:	[Coach] >>> TEST  @Epoch: 424  >>> 
2023-09-16 10:10:19,033:	[Wall TIME] >>> ChiefCoach.train takes 5.773098 seconds ...
2023-09-16 10:10:21,866:	[Wall TIME] >>> ChiefCoach.valid takes 2.771623 seconds ...
2023-09-16 10:10:21,867:	[Coach] >>> TRAIN @Epoch: 425  >>>  || LOSS Avg: 0.09332
2023-09-16 10:10:21,867:	[Coach] >>> VALID @Epoch: 425  >>>  || HITRATE@1 Avg: 0.0488 || HITRATE@5 Avg: 0.1604 || HITRATE@10 Avg: 0.2396 || NDCG@5 Avg: 0.1053 || NDCG@10 Avg: 0.1308
2023-09-16 10:10:21,867:	[Coach] >>> TEST  @Epoch: 425  >>> 
2023-09-16 10:10:27,024:	[Wall TIME] >>> ChiefCoach.train takes 5.156744 seconds ...
2023-09-16 10:10:27,109:	[Coach] >>> TRAIN @Epoch: 426  >>>  || LOSS Avg: 0.09329
2023-09-16 10:10:27,110:	[Coach] >>> VALID @Epoch: 426  >>> 
2023-09-16 10:10:27,110:	[Coach] >>> TEST  @Epoch: 426  >>> 
2023-09-16 10:10:32,708:	[Wall TIME] >>> ChiefCoach.train takes 5.598501 seconds ...
2023-09-16 10:10:32,780:	[Coach] >>> TRAIN @Epoch: 427  >>>  || LOSS Avg: 0.09367
2023-09-16 10:10:32,780:	[Coach] >>> VALID @Epoch: 427  >>> 
2023-09-16 10:10:32,780:	[Coach] >>> TEST  @Epoch: 427  >>> 
2023-09-16 10:10:37,964:	[Wall TIME] >>> ChiefCoach.train takes 5.183624 seconds ...
2023-09-16 10:10:38,128:	[Coach] >>> TRAIN @Epoch: 428  >>>  || LOSS Avg: 0.09332
2023-09-16 10:10:38,128:	[Coach] >>> VALID @Epoch: 428  >>> 
2023-09-16 10:10:38,128:	[Coach] >>> TEST  @Epoch: 428  >>> 
2023-09-16 10:10:43,633:	[Wall TIME] >>> ChiefCoach.train takes 5.504373 seconds ...
2023-09-16 10:10:43,718:	[Coach] >>> TRAIN @Epoch: 429  >>>  || LOSS Avg: 0.09284
2023-09-16 10:10:43,718:	[Coach] >>> VALID @Epoch: 429  >>> 
2023-09-16 10:10:43,718:	[Coach] >>> TEST  @Epoch: 429  >>> 
2023-09-16 10:10:48,875:	[Wall TIME] >>> ChiefCoach.train takes 5.156358 seconds ...
2023-09-16 10:10:52,161:	[Wall TIME] >>> ChiefCoach.valid takes 3.204220 seconds ...
2023-09-16 10:10:52,161:	[Coach] >>> TRAIN @Epoch: 430  >>>  || LOSS Avg: 0.09135
2023-09-16 10:10:52,161:	[Coach] >>> VALID @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0513 || HITRATE@5 Avg: 0.1608 || HITRATE@10 Avg: 0.2442 || NDCG@5 Avg: 0.1062 || NDCG@10 Avg: 0.1330
2023-09-16 10:10:52,162:	[Coach] >>> TEST  @Epoch: 430  >>> 
2023-09-16 10:10:57,836:	[Wall TIME] >>> ChiefCoach.train takes 5.674056 seconds ...
2023-09-16 10:10:57,928:	[Coach] >>> TRAIN @Epoch: 431  >>>  || LOSS Avg: 0.09358
2023-09-16 10:10:57,928:	[Coach] >>> VALID @Epoch: 431  >>> 
2023-09-16 10:10:57,928:	[Coach] >>> TEST  @Epoch: 431  >>> 
2023-09-16 10:11:03,183:	[Wall TIME] >>> ChiefCoach.train takes 5.254161 seconds ...
2023-09-16 10:11:03,252:	[Coach] >>> TRAIN @Epoch: 432  >>>  || LOSS Avg: 0.09320
2023-09-16 10:11:03,252:	[Coach] >>> VALID @Epoch: 432  >>> 
2023-09-16 10:11:03,252:	[Coach] >>> TEST  @Epoch: 432  >>> 
2023-09-16 10:11:08,825:	[Wall TIME] >>> ChiefCoach.train takes 5.571912 seconds ...
2023-09-16 10:11:08,897:	[Coach] >>> TRAIN @Epoch: 433  >>>  || LOSS Avg: 0.09254
2023-09-16 10:11:08,897:	[Coach] >>> VALID @Epoch: 433  >>> 
2023-09-16 10:11:08,897:	[Coach] >>> TEST  @Epoch: 433  >>> 
2023-09-16 10:11:14,334:	[Wall TIME] >>> ChiefCoach.train takes 5.436438 seconds ...
2023-09-16 10:11:14,415:	[Coach] >>> TRAIN @Epoch: 434  >>>  || LOSS Avg: 0.09245
2023-09-16 10:11:14,416:	[Coach] >>> VALID @Epoch: 434  >>> 
2023-09-16 10:11:14,416:	[Coach] >>> TEST  @Epoch: 434  >>> 
2023-09-16 10:11:19,911:	[Wall TIME] >>> ChiefCoach.train takes 5.495051 seconds ...
2023-09-16 10:11:23,211:	[Wall TIME] >>> ChiefCoach.valid takes 3.225066 seconds ...
2023-09-16 10:11:23,211:	[Coach] >>> TRAIN @Epoch: 435  >>>  || LOSS Avg: 0.09279
2023-09-16 10:11:23,211:	[Coach] >>> VALID @Epoch: 435  >>>  || HITRATE@1 Avg: 0.0488 || HITRATE@5 Avg: 0.1616 || HITRATE@10 Avg: 0.2457 || NDCG@5 Avg: 0.1054 || NDCG@10 Avg: 0.1325
2023-09-16 10:11:23,211:	[Coach] >>> TEST  @Epoch: 435  >>> 
2023-09-16 10:11:28,670:	[Wall TIME] >>> ChiefCoach.train takes 5.458153 seconds ...
2023-09-16 10:11:28,745:	[Coach] >>> TRAIN @Epoch: 436  >>>  || LOSS Avg: 0.09263
2023-09-16 10:11:28,745:	[Coach] >>> VALID @Epoch: 436  >>> 
2023-09-16 10:11:28,745:	[Coach] >>> TEST  @Epoch: 436  >>> 
2023-09-16 10:11:34,246:	[Wall TIME] >>> ChiefCoach.train takes 5.500767 seconds ...
2023-09-16 10:11:34,334:	[Coach] >>> TRAIN @Epoch: 437  >>>  || LOSS Avg: 0.09184
2023-09-16 10:11:34,335:	[Coach] >>> VALID @Epoch: 437  >>> 
2023-09-16 10:11:34,335:	[Coach] >>> TEST  @Epoch: 437  >>> 
2023-09-16 10:11:39,638:	[Wall TIME] >>> ChiefCoach.train takes 5.303326 seconds ...
2023-09-16 10:11:39,724:	[Coach] >>> TRAIN @Epoch: 438  >>>  || LOSS Avg: 0.09241
2023-09-16 10:11:39,725:	[Coach] >>> VALID @Epoch: 438  >>> 
2023-09-16 10:11:39,725:	[Coach] >>> TEST  @Epoch: 438  >>> 
2023-09-16 10:11:45,384:	[Wall TIME] >>> ChiefCoach.train takes 5.659470 seconds ...
2023-09-16 10:11:45,464:	[Coach] >>> TRAIN @Epoch: 439  >>>  || LOSS Avg: 0.09251
2023-09-16 10:11:45,464:	[Coach] >>> VALID @Epoch: 439  >>> 
2023-09-16 10:11:45,465:	[Coach] >>> TEST  @Epoch: 439  >>> 
2023-09-16 10:11:50,910:	[Wall TIME] >>> ChiefCoach.train takes 5.445271 seconds ...
2023-09-16 10:11:54,246:	[Wall TIME] >>> ChiefCoach.valid takes 3.248115 seconds ...
2023-09-16 10:11:54,246:	[Coach] >>> TRAIN @Epoch: 440  >>>  || LOSS Avg: 0.09330
2023-09-16 10:11:54,246:	[Coach] >>> VALID @Epoch: 440  >>>  || HITRATE@1 Avg: 0.0470 || HITRATE@5 Avg: 0.1578 || HITRATE@10 Avg: 0.2465 || NDCG@5 Avg: 0.1031 || NDCG@10 Avg: 0.1318
2023-09-16 10:11:54,247:	[Coach] >>> TEST  @Epoch: 440  >>> 
2023-09-16 10:11:59,938:	[Wall TIME] >>> ChiefCoach.train takes 5.691236 seconds ...
2023-09-16 10:12:00,017:	[Coach] >>> TRAIN @Epoch: 441  >>>  || LOSS Avg: 0.09293
2023-09-16 10:12:00,017:	[Coach] >>> VALID @Epoch: 441  >>> 
2023-09-16 10:12:00,017:	[Coach] >>> TEST  @Epoch: 441  >>> 
2023-09-16 10:12:05,380:	[Wall TIME] >>> ChiefCoach.train takes 5.363149 seconds ...
2023-09-16 10:12:05,460:	[Coach] >>> TRAIN @Epoch: 442  >>>  || LOSS Avg: 0.09301
2023-09-16 10:12:05,460:	[Coach] >>> VALID @Epoch: 442  >>> 
2023-09-16 10:12:05,460:	[Coach] >>> TEST  @Epoch: 442  >>> 
2023-09-16 10:12:11,076:	[Wall TIME] >>> ChiefCoach.train takes 5.615397 seconds ...
2023-09-16 10:12:11,160:	[Coach] >>> TRAIN @Epoch: 443  >>>  || LOSS Avg: 0.09241
2023-09-16 10:12:11,160:	[Coach] >>> VALID @Epoch: 443  >>> 
2023-09-16 10:12:11,161:	[Coach] >>> TEST  @Epoch: 443  >>> 
2023-09-16 10:12:16,788:	[Wall TIME] >>> ChiefCoach.train takes 5.627356 seconds ...
2023-09-16 10:12:17,026:	[Coach] >>> TRAIN @Epoch: 444  >>>  || LOSS Avg: 0.09286
2023-09-16 10:12:17,026:	[Coach] >>> VALID @Epoch: 444  >>> 
2023-09-16 10:12:17,026:	[Coach] >>> TEST  @Epoch: 444  >>> 
2023-09-16 10:12:22,379:	[Wall TIME] >>> ChiefCoach.train takes 5.353093 seconds ...
2023-09-16 10:12:25,588:	[Wall TIME] >>> ChiefCoach.valid takes 3.122009 seconds ...
2023-09-16 10:12:25,589:	[Coach] >>> TRAIN @Epoch: 445  >>>  || LOSS Avg: 0.09257
2023-09-16 10:12:25,589:	[Coach] >>> VALID @Epoch: 445  >>>  || HITRATE@1 Avg: 0.0502 || HITRATE@5 Avg: 0.1623 || HITRATE@10 Avg: 0.2444 || NDCG@5 Avg: 0.1064 || NDCG@10 Avg: 0.1328
2023-09-16 10:12:25,589:	[Coach] >>> TEST  @Epoch: 445  >>> 
2023-09-16 10:12:31,068:	[Wall TIME] >>> ChiefCoach.train takes 5.479064 seconds ...
2023-09-16 10:12:31,177:	[Coach] >>> TRAIN @Epoch: 446  >>>  || LOSS Avg: 0.09251
2023-09-16 10:12:31,177:	[Coach] >>> VALID @Epoch: 446  >>> 
2023-09-16 10:12:31,177:	[Coach] >>> TEST  @Epoch: 446  >>> 
2023-09-16 10:12:36,602:	[Wall TIME] >>> ChiefCoach.train takes 5.425423 seconds ...
2023-09-16 10:12:36,669:	[Coach] >>> TRAIN @Epoch: 447  >>>  || LOSS Avg: 0.09210
2023-09-16 10:12:36,669:	[Coach] >>> VALID @Epoch: 447  >>> 
2023-09-16 10:12:36,669:	[Coach] >>> TEST  @Epoch: 447  >>> 
2023-09-16 10:12:41,826:	[Wall TIME] >>> ChiefCoach.train takes 5.157110 seconds ...
2023-09-16 10:12:41,995:	[Coach] >>> TRAIN @Epoch: 448  >>>  || LOSS Avg: 0.09133
2023-09-16 10:12:41,995:	[Coach] >>> VALID @Epoch: 448  >>> 
2023-09-16 10:12:41,996:	[Coach] >>> TEST  @Epoch: 448  >>> 
2023-09-16 10:12:47,521:	[Wall TIME] >>> ChiefCoach.train takes 5.525409 seconds ...
2023-09-16 10:12:47,593:	[Coach] >>> TRAIN @Epoch: 449  >>>  || LOSS Avg: 0.09303
2023-09-16 10:12:47,593:	[Coach] >>> VALID @Epoch: 449  >>> 
2023-09-16 10:12:47,593:	[Coach] >>> TEST  @Epoch: 449  >>> 
2023-09-16 10:12:53,206:	[Wall TIME] >>> ChiefCoach.train takes 5.612935 seconds ...
2023-09-16 10:12:56,595:	[Wall TIME] >>> ChiefCoach.valid takes 3.105959 seconds ...
2023-09-16 10:12:56,596:	[Coach] >>> TRAIN @Epoch: 450  >>>  || LOSS Avg: 0.09253
2023-09-16 10:12:56,596:	[Coach] >>> VALID @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0512 || HITRATE@5 Avg: 0.1584 || HITRATE@10 Avg: 0.2464 || NDCG@5 Avg: 0.1048 || NDCG@10 Avg: 0.1331
2023-09-16 10:12:56,596:	[Coach] >>> TEST  @Epoch: 450  >>> 
2023-09-16 10:13:02,024:	[Wall TIME] >>> ChiefCoach.train takes 5.427605 seconds ...
2023-09-16 10:13:02,325:	[Coach] >>> TRAIN @Epoch: 451  >>>  || LOSS Avg: 0.09195
2023-09-16 10:13:02,325:	[Coach] >>> VALID @Epoch: 451  >>> 
2023-09-16 10:13:02,325:	[Coach] >>> TEST  @Epoch: 451  >>> 
2023-09-16 10:13:07,771:	[Wall TIME] >>> ChiefCoach.train takes 5.445646 seconds ...
2023-09-16 10:13:07,979:	[Coach] >>> TRAIN @Epoch: 452  >>>  || LOSS Avg: 0.09298
2023-09-16 10:13:07,979:	[Coach] >>> VALID @Epoch: 452  >>> 
2023-09-16 10:13:07,979:	[Coach] >>> TEST  @Epoch: 452  >>> 
2023-09-16 10:13:13,274:	[Wall TIME] >>> ChiefCoach.train takes 5.294979 seconds ...
2023-09-16 10:13:13,347:	[Coach] >>> TRAIN @Epoch: 453  >>>  || LOSS Avg: 0.09248
2023-09-16 10:13:13,347:	[Coach] >>> VALID @Epoch: 453  >>> 
2023-09-16 10:13:13,347:	[Coach] >>> TEST  @Epoch: 453  >>> 
2023-09-16 10:13:18,669:	[Wall TIME] >>> ChiefCoach.train takes 5.322230 seconds ...
2023-09-16 10:13:18,734:	[Coach] >>> TRAIN @Epoch: 454  >>>  || LOSS Avg: 0.09239
2023-09-16 10:13:18,734:	[Coach] >>> VALID @Epoch: 454  >>> 
2023-09-16 10:13:18,734:	[Coach] >>> TEST  @Epoch: 454  >>> 
2023-09-16 10:13:24,182:	[Wall TIME] >>> ChiefCoach.train takes 5.447600 seconds ...
2023-09-16 10:13:27,598:	[Wall TIME] >>> ChiefCoach.valid takes 3.208369 seconds ...
2023-09-16 10:13:27,599:	[Coach] >>> TRAIN @Epoch: 455  >>>  || LOSS Avg: 0.09292
2023-09-16 10:13:27,599:	[Coach] >>> VALID @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0493 || HITRATE@5 Avg: 0.1606 || HITRATE@10 Avg: 0.2434 || NDCG@5 Avg: 0.1048 || NDCG@10 Avg: 0.1314
2023-09-16 10:13:27,599:	[Coach] >>> TEST  @Epoch: 455  >>> 
2023-09-16 10:13:32,922:	[Wall TIME] >>> ChiefCoach.train takes 5.323154 seconds ...
2023-09-16 10:13:33,114:	[Coach] >>> TRAIN @Epoch: 456  >>>  || LOSS Avg: 0.09150
2023-09-16 10:13:33,114:	[Coach] >>> VALID @Epoch: 456  >>> 
2023-09-16 10:13:33,114:	[Coach] >>> TEST  @Epoch: 456  >>> 
2023-09-16 10:13:38,412:	[Wall TIME] >>> ChiefCoach.train takes 5.297974 seconds ...
2023-09-16 10:13:38,526:	[Coach] >>> TRAIN @Epoch: 457  >>>  || LOSS Avg: 0.09159
2023-09-16 10:13:38,526:	[Coach] >>> VALID @Epoch: 457  >>> 
2023-09-16 10:13:38,526:	[Coach] >>> TEST  @Epoch: 457  >>> 
2023-09-16 10:13:43,739:	[Wall TIME] >>> ChiefCoach.train takes 5.212286 seconds ...
2023-09-16 10:13:43,825:	[Coach] >>> TRAIN @Epoch: 458  >>>  || LOSS Avg: 0.09133
2023-09-16 10:13:43,825:	[Coach] >>> VALID @Epoch: 458  >>> 
2023-09-16 10:13:43,825:	[Coach] >>> TEST  @Epoch: 458  >>> 
2023-09-16 10:13:49,337:	[Wall TIME] >>> ChiefCoach.train takes 5.511812 seconds ...
2023-09-16 10:13:49,409:	[Coach] >>> TRAIN @Epoch: 459  >>>  || LOSS Avg: 0.09229
2023-09-16 10:13:49,409:	[Coach] >>> VALID @Epoch: 459  >>> 
2023-09-16 10:13:49,410:	[Coach] >>> TEST  @Epoch: 459  >>> 
2023-09-16 10:13:54,726:	[Wall TIME] >>> ChiefCoach.train takes 5.316598 seconds ...
2023-09-16 10:13:58,000:	[Wall TIME] >>> ChiefCoach.valid takes 3.209498 seconds ...
2023-09-16 10:13:58,000:	[Coach] >>> TRAIN @Epoch: 460  >>>  || LOSS Avg: 0.09195
2023-09-16 10:13:58,001:	[Coach] >>> VALID @Epoch: 460  >>>  || HITRATE@1 Avg: 0.0487 || HITRATE@5 Avg: 0.1613 || HITRATE@10 Avg: 0.2444 || NDCG@5 Avg: 0.1053 || NDCG@10 Avg: 0.1320
2023-09-16 10:13:58,001:	[Coach] >>> TEST  @Epoch: 460  >>> 
2023-09-16 10:14:03,678:	[Wall TIME] >>> ChiefCoach.train takes 5.676700 seconds ...
2023-09-16 10:14:03,763:	[Coach] >>> TRAIN @Epoch: 461  >>>  || LOSS Avg: 0.09169
2023-09-16 10:14:03,763:	[Coach] >>> VALID @Epoch: 461  >>> 
2023-09-16 10:14:03,763:	[Coach] >>> TEST  @Epoch: 461  >>> 
2023-09-16 10:14:09,042:	[Wall TIME] >>> ChiefCoach.train takes 5.279278 seconds ...
2023-09-16 10:14:09,122:	[Coach] >>> TRAIN @Epoch: 462  >>>  || LOSS Avg: 0.09143
2023-09-16 10:14:09,123:	[Coach] >>> VALID @Epoch: 462  >>> 
2023-09-16 10:14:09,123:	[Coach] >>> TEST  @Epoch: 462  >>> 
2023-09-16 10:14:14,828:	[Wall TIME] >>> ChiefCoach.train takes 5.704837 seconds ...
2023-09-16 10:14:14,894:	[Coach] >>> TRAIN @Epoch: 463  >>>  || LOSS Avg: 0.09156
2023-09-16 10:14:14,895:	[Coach] >>> VALID @Epoch: 463  >>> 
2023-09-16 10:14:14,895:	[Coach] >>> TEST  @Epoch: 463  >>> 
2023-09-16 10:14:20,475:	[Wall TIME] >>> ChiefCoach.train takes 5.580342 seconds ...
2023-09-16 10:14:20,564:	[Coach] >>> TRAIN @Epoch: 464  >>>  || LOSS Avg: 0.09288
2023-09-16 10:14:20,564:	[Coach] >>> VALID @Epoch: 464  >>> 
2023-09-16 10:14:20,564:	[Coach] >>> TEST  @Epoch: 464  >>> 
2023-09-16 10:14:26,445:	[Wall TIME] >>> ChiefCoach.train takes 5.880427 seconds ...
2023-09-16 10:14:29,914:	[Wall TIME] >>> ChiefCoach.valid takes 3.376809 seconds ...
2023-09-16 10:14:29,914:	[Coach] >>> Better ***NDCG@10*** of ***0.1345*** 
2023-09-16 10:14:29,927:	[Coach] >>> TRAIN @Epoch: 465  >>>  || LOSS Avg: 0.09102
2023-09-16 10:14:29,927:	[Coach] >>> VALID @Epoch: 465  >>>  || HITRATE@1 Avg: 0.0520 || HITRATE@5 Avg: 0.1613 || HITRATE@10 Avg: 0.2454 || NDCG@5 Avg: 0.1073 || NDCG@10 Avg: 0.1345
2023-09-16 10:14:29,927:	[Coach] >>> TEST  @Epoch: 465  >>> 
2023-09-16 10:14:35,522:	[Wall TIME] >>> ChiefCoach.train takes 5.594845 seconds ...
2023-09-16 10:14:35,624:	[Coach] >>> TRAIN @Epoch: 466  >>>  || LOSS Avg: 0.09133
2023-09-16 10:14:35,624:	[Coach] >>> VALID @Epoch: 466  >>> 
2023-09-16 10:14:35,624:	[Coach] >>> TEST  @Epoch: 466  >>> 
2023-09-16 10:14:41,082:	[Wall TIME] >>> ChiefCoach.train takes 5.457937 seconds ...
2023-09-16 10:14:41,206:	[Coach] >>> TRAIN @Epoch: 467  >>>  || LOSS Avg: 0.09227
2023-09-16 10:14:41,206:	[Coach] >>> VALID @Epoch: 467  >>> 
2023-09-16 10:14:41,206:	[Coach] >>> TEST  @Epoch: 467  >>> 
2023-09-16 10:14:46,785:	[Wall TIME] >>> ChiefCoach.train takes 5.579134 seconds ...
2023-09-16 10:14:46,857:	[Coach] >>> TRAIN @Epoch: 468  >>>  || LOSS Avg: 0.09114
2023-09-16 10:14:46,857:	[Coach] >>> VALID @Epoch: 468  >>> 
2023-09-16 10:14:46,857:	[Coach] >>> TEST  @Epoch: 468  >>> 
2023-09-16 10:14:52,306:	[Wall TIME] >>> ChiefCoach.train takes 5.448420 seconds ...
2023-09-16 10:14:52,598:	[Coach] >>> TRAIN @Epoch: 469  >>>  || LOSS Avg: 0.09148
2023-09-16 10:14:52,598:	[Coach] >>> VALID @Epoch: 469  >>> 
2023-09-16 10:14:52,598:	[Coach] >>> TEST  @Epoch: 469  >>> 
2023-09-16 10:14:58,159:	[Wall TIME] >>> ChiefCoach.train takes 5.560113 seconds ...
2023-09-16 10:15:01,583:	[Wall TIME] >>> ChiefCoach.valid takes 3.341782 seconds ...
2023-09-16 10:15:01,584:	[Coach] >>> TRAIN @Epoch: 470  >>>  || LOSS Avg: 0.09247
2023-09-16 10:15:01,584:	[Coach] >>> VALID @Epoch: 470  >>>  || HITRATE@1 Avg: 0.0493 || HITRATE@5 Avg: 0.1604 || HITRATE@10 Avg: 0.2430 || NDCG@5 Avg: 0.1055 || NDCG@10 Avg: 0.1322
2023-09-16 10:15:01,584:	[Coach] >>> TEST  @Epoch: 470  >>> 
2023-09-16 10:15:07,312:	[Wall TIME] >>> ChiefCoach.train takes 5.727977 seconds ...
2023-09-16 10:15:07,574:	[Coach] >>> TRAIN @Epoch: 471  >>>  || LOSS Avg: 0.09026
2023-09-16 10:15:07,574:	[Coach] >>> VALID @Epoch: 471  >>> 
2023-09-16 10:15:07,574:	[Coach] >>> TEST  @Epoch: 471  >>> 
2023-09-16 10:15:13,191:	[Wall TIME] >>> ChiefCoach.train takes 5.616653 seconds ...
2023-09-16 10:15:13,252:	[Coach] >>> TRAIN @Epoch: 472  >>>  || LOSS Avg: 0.09167
2023-09-16 10:15:13,252:	[Coach] >>> VALID @Epoch: 472  >>> 
2023-09-16 10:15:13,253:	[Coach] >>> TEST  @Epoch: 472  >>> 
2023-09-16 10:15:18,873:	[Wall TIME] >>> ChiefCoach.train takes 5.620605 seconds ...
2023-09-16 10:15:19,103:	[Coach] >>> TRAIN @Epoch: 473  >>>  || LOSS Avg: 0.09186
2023-09-16 10:15:19,104:	[Coach] >>> VALID @Epoch: 473  >>> 
2023-09-16 10:15:19,104:	[Coach] >>> TEST  @Epoch: 473  >>> 
2023-09-16 10:15:24,413:	[Wall TIME] >>> ChiefCoach.train takes 5.309342 seconds ...
2023-09-16 10:15:24,688:	[Coach] >>> TRAIN @Epoch: 474  >>>  || LOSS Avg: 0.09120
2023-09-16 10:15:24,688:	[Coach] >>> VALID @Epoch: 474  >>> 
2023-09-16 10:15:24,688:	[Coach] >>> TEST  @Epoch: 474  >>> 
2023-09-16 10:15:30,261:	[Wall TIME] >>> ChiefCoach.train takes 5.572730 seconds ...
2023-09-16 10:15:33,293:	[Wall TIME] >>> ChiefCoach.valid takes 2.965017 seconds ...
2023-09-16 10:15:33,294:	[Coach] >>> TRAIN @Epoch: 475  >>>  || LOSS Avg: 0.09175
2023-09-16 10:15:33,294:	[Coach] >>> VALID @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0526 || HITRATE@5 Avg: 0.1616 || HITRATE@10 Avg: 0.2442 || NDCG@5 Avg: 0.1078 || NDCG@10 Avg: 0.1344
2023-09-16 10:15:33,294:	[Coach] >>> TEST  @Epoch: 475  >>> 
2023-09-16 10:15:38,724:	[Wall TIME] >>> ChiefCoach.train takes 5.430041 seconds ...
2023-09-16 10:15:38,790:	[Coach] >>> TRAIN @Epoch: 476  >>>  || LOSS Avg: 0.09123
2023-09-16 10:15:38,790:	[Coach] >>> VALID @Epoch: 476  >>> 
2023-09-16 10:15:38,790:	[Coach] >>> TEST  @Epoch: 476  >>> 
2023-09-16 10:15:44,126:	[Wall TIME] >>> ChiefCoach.train takes 5.335683 seconds ...
2023-09-16 10:15:44,198:	[Coach] >>> TRAIN @Epoch: 477  >>>  || LOSS Avg: 0.09111
2023-09-16 10:15:44,198:	[Coach] >>> VALID @Epoch: 477  >>> 
2023-09-16 10:15:44,198:	[Coach] >>> TEST  @Epoch: 477  >>> 
2023-09-16 10:15:49,522:	[Wall TIME] >>> ChiefCoach.train takes 5.323273 seconds ...
2023-09-16 10:15:49,784:	[Coach] >>> TRAIN @Epoch: 478  >>>  || LOSS Avg: 0.09185
2023-09-16 10:15:49,785:	[Coach] >>> VALID @Epoch: 478  >>> 
2023-09-16 10:15:49,785:	[Coach] >>> TEST  @Epoch: 478  >>> 
2023-09-16 10:15:55,105:	[Wall TIME] >>> ChiefCoach.train takes 5.319744 seconds ...
2023-09-16 10:15:55,451:	[Coach] >>> TRAIN @Epoch: 479  >>>  || LOSS Avg: 0.09109
2023-09-16 10:15:55,451:	[Coach] >>> VALID @Epoch: 479  >>> 
2023-09-16 10:15:55,451:	[Coach] >>> TEST  @Epoch: 479  >>> 
2023-09-16 10:16:00,890:	[Wall TIME] >>> ChiefCoach.train takes 5.438909 seconds ...
2023-09-16 10:16:03,898:	[Wall TIME] >>> ChiefCoach.valid takes 2.941161 seconds ...
2023-09-16 10:16:03,898:	[Coach] >>> TRAIN @Epoch: 480  >>>  || LOSS Avg: 0.09219
2023-09-16 10:16:03,898:	[Coach] >>> VALID @Epoch: 480  >>>  || HITRATE@1 Avg: 0.0500 || HITRATE@5 Avg: 0.1651 || HITRATE@10 Avg: 0.2449 || NDCG@5 Avg: 0.1079 || NDCG@10 Avg: 0.1336
2023-09-16 10:16:03,898:	[Coach] >>> TEST  @Epoch: 480  >>> 
2023-09-16 10:16:09,281:	[Wall TIME] >>> ChiefCoach.train takes 5.382262 seconds ...
2023-09-16 10:16:09,523:	[Coach] >>> TRAIN @Epoch: 481  >>>  || LOSS Avg: 0.09121
2023-09-16 10:16:09,524:	[Coach] >>> VALID @Epoch: 481  >>> 
2023-09-16 10:16:09,524:	[Coach] >>> TEST  @Epoch: 481  >>> 
2023-09-16 10:16:15,013:	[Wall TIME] >>> ChiefCoach.train takes 5.488859 seconds ...
2023-09-16 10:16:15,074:	[Coach] >>> TRAIN @Epoch: 482  >>>  || LOSS Avg: 0.09156
2023-09-16 10:16:15,074:	[Coach] >>> VALID @Epoch: 482  >>> 
2023-09-16 10:16:15,075:	[Coach] >>> TEST  @Epoch: 482  >>> 
2023-09-16 10:16:20,690:	[Wall TIME] >>> ChiefCoach.train takes 5.615083 seconds ...
2023-09-16 10:16:20,759:	[Coach] >>> TRAIN @Epoch: 483  >>>  || LOSS Avg: 0.09192
2023-09-16 10:16:20,759:	[Coach] >>> VALID @Epoch: 483  >>> 
2023-09-16 10:16:20,759:	[Coach] >>> TEST  @Epoch: 483  >>> 
2023-09-16 10:16:26,060:	[Wall TIME] >>> ChiefCoach.train takes 5.301372 seconds ...
2023-09-16 10:16:26,130:	[Coach] >>> TRAIN @Epoch: 484  >>>  || LOSS Avg: 0.09237
2023-09-16 10:16:26,130:	[Coach] >>> VALID @Epoch: 484  >>> 
2023-09-16 10:16:26,130:	[Coach] >>> TEST  @Epoch: 484  >>> 
2023-09-16 10:16:31,849:	[Wall TIME] >>> ChiefCoach.train takes 5.718975 seconds ...
2023-09-16 10:16:34,857:	[Wall TIME] >>> ChiefCoach.valid takes 2.938458 seconds ...
2023-09-16 10:16:34,857:	[Coach] >>> TRAIN @Epoch: 485  >>>  || LOSS Avg: 0.09142
2023-09-16 10:16:34,858:	[Coach] >>> VALID @Epoch: 485  >>>  || HITRATE@1 Avg: 0.0512 || HITRATE@5 Avg: 0.1581 || HITRATE@10 Avg: 0.2472 || NDCG@5 Avg: 0.1051 || NDCG@10 Avg: 0.1338
2023-09-16 10:16:34,858:	[Coach] >>> TEST  @Epoch: 485  >>> 
2023-09-16 10:16:40,307:	[Wall TIME] >>> ChiefCoach.train takes 5.449558 seconds ...
2023-09-16 10:16:40,403:	[Coach] >>> TRAIN @Epoch: 486  >>>  || LOSS Avg: 0.09134
2023-09-16 10:16:40,403:	[Coach] >>> VALID @Epoch: 486  >>> 
2023-09-16 10:16:40,403:	[Coach] >>> TEST  @Epoch: 486  >>> 
2023-09-16 10:16:45,658:	[Wall TIME] >>> ChiefCoach.train takes 5.254425 seconds ...
2023-09-16 10:16:45,718:	[Coach] >>> TRAIN @Epoch: 487  >>>  || LOSS Avg: 0.09121
2023-09-16 10:16:45,719:	[Coach] >>> VALID @Epoch: 487  >>> 
2023-09-16 10:16:45,719:	[Coach] >>> TEST  @Epoch: 487  >>> 
2023-09-16 10:16:50,758:	[Wall TIME] >>> ChiefCoach.train takes 5.038926 seconds ...
2023-09-16 10:16:50,926:	[Coach] >>> TRAIN @Epoch: 488  >>>  || LOSS Avg: 0.09230
2023-09-16 10:16:50,926:	[Coach] >>> VALID @Epoch: 488  >>> 
2023-09-16 10:16:50,927:	[Coach] >>> TEST  @Epoch: 488  >>> 
2023-09-16 10:16:56,544:	[Wall TIME] >>> ChiefCoach.train takes 5.617313 seconds ...
2023-09-16 10:16:56,617:	[Coach] >>> TRAIN @Epoch: 489  >>>  || LOSS Avg: 0.09120
2023-09-16 10:16:56,617:	[Coach] >>> VALID @Epoch: 489  >>> 
2023-09-16 10:16:56,617:	[Coach] >>> TEST  @Epoch: 489  >>> 
2023-09-16 10:17:02,247:	[Wall TIME] >>> ChiefCoach.train takes 5.629804 seconds ...
2023-09-16 10:17:05,954:	[Wall TIME] >>> ChiefCoach.valid takes 3.334624 seconds ...
2023-09-16 10:17:05,955:	[Coach] >>> Better ***NDCG@10*** of ***0.1347*** 
2023-09-16 10:17:05,970:	[Coach] >>> TRAIN @Epoch: 490  >>>  || LOSS Avg: 0.09174
2023-09-16 10:17:05,971:	[Coach] >>> VALID @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0472 || HITRATE@5 Avg: 0.1619 || HITRATE@10 Avg: 0.2518 || NDCG@5 Avg: 0.1059 || NDCG@10 Avg: 0.1347
2023-09-16 10:17:05,971:	[Coach] >>> TEST  @Epoch: 490  >>> 
2023-09-16 10:17:11,614:	[Wall TIME] >>> ChiefCoach.train takes 5.643527 seconds ...
2023-09-16 10:17:11,693:	[Coach] >>> TRAIN @Epoch: 491  >>>  || LOSS Avg: 0.09233
2023-09-16 10:17:11,694:	[Coach] >>> VALID @Epoch: 491  >>> 
2023-09-16 10:17:11,694:	[Coach] >>> TEST  @Epoch: 491  >>> 
2023-09-16 10:17:16,891:	[Wall TIME] >>> ChiefCoach.train takes 5.196640 seconds ...
2023-09-16 10:17:16,958:	[Coach] >>> TRAIN @Epoch: 492  >>>  || LOSS Avg: 0.09128
2023-09-16 10:17:16,958:	[Coach] >>> VALID @Epoch: 492  >>> 
2023-09-16 10:17:16,958:	[Coach] >>> TEST  @Epoch: 492  >>> 
2023-09-16 10:17:22,791:	[Wall TIME] >>> ChiefCoach.train takes 5.832800 seconds ...
2023-09-16 10:17:22,880:	[Coach] >>> TRAIN @Epoch: 493  >>>  || LOSS Avg: 0.09131
2023-09-16 10:17:22,880:	[Coach] >>> VALID @Epoch: 493  >>> 
2023-09-16 10:17:22,881:	[Coach] >>> TEST  @Epoch: 493  >>> 
2023-09-16 10:17:28,651:	[Wall TIME] >>> ChiefCoach.train takes 5.769946 seconds ...
2023-09-16 10:17:28,811:	[Coach] >>> TRAIN @Epoch: 494  >>>  || LOSS Avg: 0.09177
2023-09-16 10:17:28,811:	[Coach] >>> VALID @Epoch: 494  >>> 
2023-09-16 10:17:28,811:	[Coach] >>> TEST  @Epoch: 494  >>> 
2023-09-16 10:17:34,483:	[Wall TIME] >>> ChiefCoach.train takes 5.670871 seconds ...
2023-09-16 10:17:37,786:	[Wall TIME] >>> ChiefCoach.valid takes 3.118770 seconds ...
2023-09-16 10:17:37,786:	[Coach] >>> TRAIN @Epoch: 495  >>>  || LOSS Avg: 0.09111
2023-09-16 10:17:37,787:	[Coach] >>> VALID @Epoch: 495  >>>  || HITRATE@1 Avg: 0.0492 || HITRATE@5 Avg: 0.1626 || HITRATE@10 Avg: 0.2472 || NDCG@5 Avg: 0.1062 || NDCG@10 Avg: 0.1334
2023-09-16 10:17:37,787:	[Coach] >>> TEST  @Epoch: 495  >>> 
2023-09-16 10:17:43,614:	[Wall TIME] >>> ChiefCoach.train takes 5.827417 seconds ...
2023-09-16 10:17:43,869:	[Coach] >>> TRAIN @Epoch: 496  >>>  || LOSS Avg: 0.09091
2023-09-16 10:17:43,869:	[Coach] >>> VALID @Epoch: 496  >>> 
2023-09-16 10:17:43,869:	[Coach] >>> TEST  @Epoch: 496  >>> 
2023-09-16 10:17:49,218:	[Wall TIME] >>> ChiefCoach.train takes 5.348576 seconds ...
2023-09-16 10:17:49,297:	[Coach] >>> TRAIN @Epoch: 497  >>>  || LOSS Avg: 0.09142
2023-09-16 10:17:49,297:	[Coach] >>> VALID @Epoch: 497  >>> 
2023-09-16 10:17:49,297:	[Coach] >>> TEST  @Epoch: 497  >>> 
2023-09-16 10:17:54,841:	[Wall TIME] >>> ChiefCoach.train takes 5.543245 seconds ...
2023-09-16 10:17:55,045:	[Coach] >>> TRAIN @Epoch: 498  >>>  || LOSS Avg: 0.09163
2023-09-16 10:17:55,045:	[Coach] >>> VALID @Epoch: 498  >>> 
2023-09-16 10:17:55,045:	[Coach] >>> TEST  @Epoch: 498  >>> 
2023-09-16 10:18:00,431:	[Wall TIME] >>> ChiefCoach.train takes 5.385513 seconds ...
2023-09-16 10:18:00,492:	[Coach] >>> TRAIN @Epoch: 499  >>>  || LOSS Avg: 0.09126
2023-09-16 10:18:00,492:	[Coach] >>> VALID @Epoch: 499  >>> 
2023-09-16 10:18:00,492:	[Coach] >>> TEST  @Epoch: 499  >>> 
2023-09-16 10:18:06,221:	[Wall TIME] >>> ChiefCoach.train takes 5.728531 seconds ...
2023-09-16 10:18:09,283:	[Wall TIME] >>> ChiefCoach.valid takes 3.051158 seconds ...
2023-09-16 10:18:12,209:	[Wall TIME] >>> ChiefCoach.test takes 2.924703 seconds ...
2023-09-16 10:18:12,209:	[Coach] >>> TRAIN @Epoch: 500  >>>  || LOSS Avg: 0.09133
2023-09-16 10:18:12,209:	[Coach] >>> VALID @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0493 || HITRATE@5 Avg: 0.1614 || HITRATE@10 Avg: 0.2416 || NDCG@5 Avg: 0.1056 || NDCG@10 Avg: 0.1313
2023-09-16 10:18:12,209:	[Coach] >>> TEST  @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0477 || HITRATE@5 Avg: 0.1500 || HITRATE@10 Avg: 0.2320 || NDCG@5 Avg: 0.0985 || NDCG@10 Avg: 0.1248
2023-09-16 10:18:13,833:	   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.090263     470
1   valid   HITRATE@1  0.052649     420
2   valid   HITRATE@5  0.165066     480
3   valid  HITRATE@10  0.251821     490
4   valid      NDCG@5  0.107934     480
5   valid     NDCG@10  0.134675     490
6    test   HITRATE@1  0.047682       0
7    test   HITRATE@5  0.150000       0
8    test  HITRATE@10  0.231954       0
9    test      NDCG@5  0.098543       0
10   test     NDCG@10  0.124832       0
2023-09-16 10:18:13,834:	[LoG_PaTH] >>> ./logs/ML-5/MovieLens1M_550_Chron/0-0916092522
2023-09-16 10:18:13,974:	[Wall TIME] >>> Coach.summary takes 1.764302 seconds ...
2023-09-16 10:18:13,974:	[Coach] >>> Load best model @Epoch 490  
2023-09-16 10:18:17,085:	[Wall TIME] >>> ChiefCoach.valid takes 3.094630 seconds ...
2023-09-16 10:18:20,049:	[Wall TIME] >>> ChiefCoach.test takes 2.963652 seconds ...
2023-09-16 10:18:20,049:	[Coach] >>> TRAIN @Epoch: 490  >>> 
2023-09-16 10:18:20,049:	[Coach] >>> VALID @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0472 || HITRATE@5 Avg: 0.1619 || HITRATE@10 Avg: 0.2518 || NDCG@5 Avg: 0.1059 || NDCG@10 Avg: 0.1347
2023-09-16 10:18:20,049:	[Coach] >>> TEST  @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0502 || HITRATE@5 Avg: 0.1586 || HITRATE@10 Avg: 0.2351 || NDCG@5 Avg: 0.1050 || NDCG@10 Avg: 0.1296
2023-09-16 10:18:20,061:	[Wall TIME] >>> Coach.fit takes 3166.121170 seconds ...
