2023-09-21 14:47:49,765:	========================================================================
2023-09-21 14:47:49,765:	========================================================================
2023-09-21 14:47:49,765:	========================================================================
2023-09-21 14:47:49,766:	[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True
2023-09-21 14:47:49,766:	[Seed] >>> Set seed: 0
2023-09-21 14:47:49,767:	[PARSER] >>>
[BENCHMARK: False] 
[SEED: 0] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: Toys-5] 
[root: ../../data] 
[dataset: AmazonToys_550_Chron] 
[config: configs/AmazonToys_550_Chron.yaml] 
[ranking: full] 
[device: 0] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.95] 
[weight_decay: 0.1] 
[lr: 0.001] 
[batch_size: 256] 
[epochs: 500] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0921144744] 
[maxlen: 50] 
[maxlen4graph: 50] 
[num_heads: 4] 
[num_blocks: 2] 
[hidden_size: 64] 
[dropout_rate: 0.1] 
[mask_prob: 0.5] 
[decay_step: 25] 
[decay_factor: 1.0] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/Toys-5/AmazonToys_550_Chron/0] 
[LOG_PATH: ./logs/Toys-5/AmazonToys_550_Chron/0-0921144744] 

2023-09-21 14:47:49,767:	[Wall TIME] >>> Parser.compile takes 0.007832 seconds ...
2023-09-21 14:47:49,777:	[AmazonToys_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Sparse,FieldTags.User]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Sparse,FieldTags.Item]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Dense,FieldTags.Timestamp]
2023-09-21 14:47:49,986:	+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |      Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| 19412  | 11924  | 8.633680197815785 |     167597    | 128773 | 19412  | 19412 | 0.0007240590571801228 |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
2023-09-21 14:47:49,986:	[Wall TIME] >>> RecDataSet.compile takes 0.217898 seconds ...
2023-09-21 14:47:50,134:	[Wall TIME] >>> SeqValidYielder.prepare takes 0.081162 seconds ...
2023-09-21 14:47:50,302:	[Wall TIME] >>> SeqTestYielder.prepare takes 0.167726 seconds ...
2023-09-21 14:47:53,684:	[Coach] >>> Set best meter: NDCG@10 
2023-09-21 14:47:53,685:	[Wall TIME] >>> Coach.compile takes 0.001263 seconds ...
2023-09-21 14:47:55,956:	[Wall TIME] >>> ChiefCoach.valid takes 2.235559 seconds ...
2023-09-21 14:47:55,956:	[Coach] >>> Better ***NDCG@10*** of ***0.0005*** 
2023-09-21 14:47:55,977:	[Coach] >>> TRAIN @Epoch: 0    >>> 
2023-09-21 14:47:55,977:	[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0000 || HITRATE@5 Avg: 0.0009 || HITRATE@10 Avg: 0.0013 || NDCG@5 Avg: 0.0004 || NDCG@10 Avg: 0.0005
2023-09-21 14:47:55,977:	[Coach] >>> TEST  @Epoch: 0    >>> 
2023-09-21 14:47:59,117:	[Wall TIME] >>> ChiefCoach.train takes 3.139786 seconds ...
2023-09-21 14:47:59,180:	[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 9.30343
2023-09-21 14:47:59,180:	[Coach] >>> VALID @Epoch: 1    >>> 
2023-09-21 14:47:59,180:	[Coach] >>> TEST  @Epoch: 1    >>> 
2023-09-21 14:48:02,230:	[Wall TIME] >>> ChiefCoach.train takes 3.049280 seconds ...
2023-09-21 14:48:02,295:	[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 9.09821
2023-09-21 14:48:02,295:	[Coach] >>> VALID @Epoch: 2    >>> 
2023-09-21 14:48:02,295:	[Coach] >>> TEST  @Epoch: 2    >>> 
2023-09-21 14:48:05,353:	[Wall TIME] >>> ChiefCoach.train takes 3.057966 seconds ...
2023-09-21 14:48:05,416:	[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 8.90613
2023-09-21 14:48:05,417:	[Coach] >>> VALID @Epoch: 3    >>> 
2023-09-21 14:48:05,417:	[Coach] >>> TEST  @Epoch: 3    >>> 
2023-09-21 14:48:08,520:	[Wall TIME] >>> ChiefCoach.train takes 3.103372 seconds ...
2023-09-21 14:48:08,586:	[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 8.75614
2023-09-21 14:48:08,586:	[Coach] >>> VALID @Epoch: 4    >>> 
2023-09-21 14:48:08,586:	[Coach] >>> TEST  @Epoch: 4    >>> 
2023-09-21 14:48:11,688:	[Wall TIME] >>> ChiefCoach.train takes 3.101547 seconds ...
2023-09-21 14:48:13,684:	[Wall TIME] >>> ChiefCoach.valid takes 1.921546 seconds ...
2023-09-21 14:48:13,685:	[Coach] >>> Better ***NDCG@10*** of ***0.0066*** 
2023-09-21 14:48:13,707:	[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 8.65760
2023-09-21 14:48:13,707:	[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0025 || HITRATE@5 Avg: 0.0076 || HITRATE@10 Avg: 0.0125 || NDCG@5 Avg: 0.0050 || NDCG@10 Avg: 0.0066
2023-09-21 14:48:13,708:	[Coach] >>> TEST  @Epoch: 5    >>> 
2023-09-21 14:48:16,850:	[Wall TIME] >>> ChiefCoach.train takes 3.141621 seconds ...
2023-09-21 14:48:16,923:	[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 8.60022
2023-09-21 14:48:16,923:	[Coach] >>> VALID @Epoch: 6    >>> 
2023-09-21 14:48:16,923:	[Coach] >>> TEST  @Epoch: 6    >>> 
2023-09-21 14:48:20,062:	[Wall TIME] >>> ChiefCoach.train takes 3.137907 seconds ...
2023-09-21 14:48:20,125:	[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 8.54297
2023-09-21 14:48:20,125:	[Coach] >>> VALID @Epoch: 7    >>> 
2023-09-21 14:48:20,125:	[Coach] >>> TEST  @Epoch: 7    >>> 
2023-09-21 14:48:23,308:	[Wall TIME] >>> ChiefCoach.train takes 3.183453 seconds ...
2023-09-21 14:48:23,371:	[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 8.47979
2023-09-21 14:48:23,372:	[Coach] >>> VALID @Epoch: 8    >>> 
2023-09-21 14:48:23,372:	[Coach] >>> TEST  @Epoch: 8    >>> 
2023-09-21 14:48:26,518:	[Wall TIME] >>> ChiefCoach.train takes 3.145722 seconds ...
2023-09-21 14:48:26,579:	[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 8.43252
2023-09-21 14:48:26,579:	[Coach] >>> VALID @Epoch: 9    >>> 
2023-09-21 14:48:26,580:	[Coach] >>> TEST  @Epoch: 9    >>> 
2023-09-21 14:48:29,752:	[Wall TIME] >>> ChiefCoach.train takes 3.171934 seconds ...
2023-09-21 14:48:31,789:	[Wall TIME] >>> ChiefCoach.valid takes 1.963884 seconds ...
2023-09-21 14:48:31,789:	[Coach] >>> Better ***NDCG@10*** of ***0.0146*** 
2023-09-21 14:48:31,814:	[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 8.34354
2023-09-21 14:48:31,814:	[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0066 || HITRATE@5 Avg: 0.0168 || HITRATE@10 Avg: 0.0262 || NDCG@5 Avg: 0.0116 || NDCG@10 Avg: 0.0146
2023-09-21 14:48:31,815:	[Coach] >>> TEST  @Epoch: 10   >>> 
2023-09-21 14:48:34,899:	[Wall TIME] >>> ChiefCoach.train takes 3.084723 seconds ...
2023-09-21 14:48:34,961:	[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 8.29551
2023-09-21 14:48:34,962:	[Coach] >>> VALID @Epoch: 11   >>> 
2023-09-21 14:48:34,962:	[Coach] >>> TEST  @Epoch: 11   >>> 
2023-09-21 14:48:38,005:	[Wall TIME] >>> ChiefCoach.train takes 3.043620 seconds ...
2023-09-21 14:48:38,066:	[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 8.27519
2023-09-21 14:48:38,066:	[Coach] >>> VALID @Epoch: 12   >>> 
2023-09-21 14:48:38,066:	[Coach] >>> TEST  @Epoch: 12   >>> 
2023-09-21 14:48:41,187:	[Wall TIME] >>> ChiefCoach.train takes 3.120539 seconds ...
2023-09-21 14:48:41,252:	[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 8.16828
2023-09-21 14:48:41,252:	[Coach] >>> VALID @Epoch: 13   >>> 
2023-09-21 14:48:41,252:	[Coach] >>> TEST  @Epoch: 13   >>> 
2023-09-21 14:48:44,357:	[Wall TIME] >>> ChiefCoach.train takes 3.103974 seconds ...
2023-09-21 14:48:44,419:	[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 8.15444
2023-09-21 14:48:44,419:	[Coach] >>> VALID @Epoch: 14   >>> 
2023-09-21 14:48:44,419:	[Coach] >>> TEST  @Epoch: 14   >>> 
2023-09-21 14:48:47,572:	[Wall TIME] >>> ChiefCoach.train takes 3.152416 seconds ...
2023-09-21 14:48:49,615:	[Wall TIME] >>> ChiefCoach.valid takes 1.965881 seconds ...
2023-09-21 14:48:49,615:	[Coach] >>> Better ***NDCG@10*** of ***0.0189*** 
2023-09-21 14:48:49,640:	[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 8.12389
2023-09-21 14:48:49,640:	[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0072 || HITRATE@5 Avg: 0.0217 || HITRATE@10 Avg: 0.0351 || NDCG@5 Avg: 0.0146 || NDCG@10 Avg: 0.0189
2023-09-21 14:48:49,640:	[Coach] >>> TEST  @Epoch: 15   >>> 
2023-09-21 14:48:52,711:	[Wall TIME] >>> ChiefCoach.train takes 3.071013 seconds ...
2023-09-21 14:48:52,833:	[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 8.04528
2023-09-21 14:48:52,833:	[Coach] >>> VALID @Epoch: 16   >>> 
2023-09-21 14:48:52,833:	[Coach] >>> TEST  @Epoch: 16   >>> 
2023-09-21 14:48:55,894:	[Wall TIME] >>> ChiefCoach.train takes 3.060413 seconds ...
2023-09-21 14:48:55,959:	[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 8.02178
2023-09-21 14:48:55,959:	[Coach] >>> VALID @Epoch: 17   >>> 
2023-09-21 14:48:55,959:	[Coach] >>> TEST  @Epoch: 17   >>> 
2023-09-21 14:48:59,121:	[Wall TIME] >>> ChiefCoach.train takes 3.161626 seconds ...
2023-09-21 14:48:59,186:	[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 7.96454
2023-09-21 14:48:59,186:	[Coach] >>> VALID @Epoch: 18   >>> 
2023-09-21 14:48:59,186:	[Coach] >>> TEST  @Epoch: 18   >>> 
2023-09-21 14:49:02,371:	[Wall TIME] >>> ChiefCoach.train takes 3.185003 seconds ...
2023-09-21 14:49:02,437:	[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 7.93107
2023-09-21 14:49:02,437:	[Coach] >>> VALID @Epoch: 19   >>> 
2023-09-21 14:49:02,437:	[Coach] >>> TEST  @Epoch: 19   >>> 
2023-09-21 14:49:05,547:	[Wall TIME] >>> ChiefCoach.train takes 3.109183 seconds ...
2023-09-21 14:49:07,503:	[Wall TIME] >>> ChiefCoach.valid takes 1.893235 seconds ...
2023-09-21 14:49:07,503:	[Coach] >>> Better ***NDCG@10*** of ***0.0248*** 
2023-09-21 14:49:07,521:	[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 7.92215
2023-09-21 14:49:07,521:	[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0282 || HITRATE@10 Avg: 0.0438 || NDCG@5 Avg: 0.0198 || NDCG@10 Avg: 0.0248
2023-09-21 14:49:07,522:	[Coach] >>> TEST  @Epoch: 20   >>> 
2023-09-21 14:49:10,638:	[Wall TIME] >>> ChiefCoach.train takes 3.116300 seconds ...
2023-09-21 14:49:10,867:	[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 7.86835
2023-09-21 14:49:10,867:	[Coach] >>> VALID @Epoch: 21   >>> 
2023-09-21 14:49:10,867:	[Coach] >>> TEST  @Epoch: 21   >>> 
2023-09-21 14:49:14,093:	[Wall TIME] >>> ChiefCoach.train takes 3.225082 seconds ...
2023-09-21 14:49:14,161:	[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 7.85080
2023-09-21 14:49:14,161:	[Coach] >>> VALID @Epoch: 22   >>> 
2023-09-21 14:49:14,161:	[Coach] >>> TEST  @Epoch: 22   >>> 
2023-09-21 14:49:17,299:	[Wall TIME] >>> ChiefCoach.train takes 3.138335 seconds ...
2023-09-21 14:49:17,360:	[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 7.82312
2023-09-21 14:49:17,361:	[Coach] >>> VALID @Epoch: 23   >>> 
2023-09-21 14:49:17,361:	[Coach] >>> TEST  @Epoch: 23   >>> 
2023-09-21 14:49:20,432:	[Wall TIME] >>> ChiefCoach.train takes 3.070691 seconds ...
2023-09-21 14:49:20,498:	[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 7.77291
2023-09-21 14:49:20,498:	[Coach] >>> VALID @Epoch: 24   >>> 
2023-09-21 14:49:20,498:	[Coach] >>> TEST  @Epoch: 24   >>> 
2023-09-21 14:49:23,641:	[Wall TIME] >>> ChiefCoach.train takes 3.142222 seconds ...
2023-09-21 14:49:25,674:	[Wall TIME] >>> ChiefCoach.valid takes 1.968061 seconds ...
2023-09-21 14:49:25,675:	[Coach] >>> Better ***NDCG@10*** of ***0.0272*** 
2023-09-21 14:49:25,693:	[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 7.72142
2023-09-21 14:49:25,693:	[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0107 || HITRATE@5 Avg: 0.0321 || HITRATE@10 Avg: 0.0497 || NDCG@5 Avg: 0.0216 || NDCG@10 Avg: 0.0272
2023-09-21 14:49:25,693:	[Coach] >>> TEST  @Epoch: 25   >>> 
2023-09-21 14:49:28,753:	[Wall TIME] >>> ChiefCoach.train takes 3.060422 seconds ...
2023-09-21 14:49:28,814:	[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 7.73477
2023-09-21 14:49:28,814:	[Coach] >>> VALID @Epoch: 26   >>> 
2023-09-21 14:49:28,815:	[Coach] >>> TEST  @Epoch: 26   >>> 
2023-09-21 14:49:31,914:	[Wall TIME] >>> ChiefCoach.train takes 3.099633 seconds ...
2023-09-21 14:49:31,978:	[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 7.68855
2023-09-21 14:49:31,979:	[Coach] >>> VALID @Epoch: 27   >>> 
2023-09-21 14:49:31,979:	[Coach] >>> TEST  @Epoch: 27   >>> 
2023-09-21 14:49:35,095:	[Wall TIME] >>> ChiefCoach.train takes 3.116186 seconds ...
2023-09-21 14:49:35,165:	[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 7.67499
2023-09-21 14:49:35,165:	[Coach] >>> VALID @Epoch: 28   >>> 
2023-09-21 14:49:35,165:	[Coach] >>> TEST  @Epoch: 28   >>> 
2023-09-21 14:49:38,288:	[Wall TIME] >>> ChiefCoach.train takes 3.123366 seconds ...
2023-09-21 14:49:38,412:	[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 7.66490
2023-09-21 14:49:38,412:	[Coach] >>> VALID @Epoch: 29   >>> 
2023-09-21 14:49:38,412:	[Coach] >>> TEST  @Epoch: 29   >>> 
2023-09-21 14:49:41,562:	[Wall TIME] >>> ChiefCoach.train takes 3.149735 seconds ...
2023-09-21 14:49:43,593:	[Wall TIME] >>> ChiefCoach.valid takes 1.966708 seconds ...
2023-09-21 14:49:43,594:	[Coach] >>> Better ***NDCG@10*** of ***0.0316*** 
2023-09-21 14:49:43,618:	[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 7.61988
2023-09-21 14:49:43,618:	[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0129 || HITRATE@5 Avg: 0.0377 || HITRATE@10 Avg: 0.0569 || NDCG@5 Avg: 0.0254 || NDCG@10 Avg: 0.0316
2023-09-21 14:49:43,618:	[Coach] >>> TEST  @Epoch: 30   >>> 
2023-09-21 14:49:46,733:	[Wall TIME] >>> ChiefCoach.train takes 3.114399 seconds ...
2023-09-21 14:49:46,794:	[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 7.60981
2023-09-21 14:49:46,794:	[Coach] >>> VALID @Epoch: 31   >>> 
2023-09-21 14:49:46,794:	[Coach] >>> TEST  @Epoch: 31   >>> 
2023-09-21 14:49:49,879:	[Wall TIME] >>> ChiefCoach.train takes 3.084034 seconds ...
2023-09-21 14:49:49,939:	[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 7.57317
2023-09-21 14:49:49,940:	[Coach] >>> VALID @Epoch: 32   >>> 
2023-09-21 14:49:49,940:	[Coach] >>> TEST  @Epoch: 32   >>> 
2023-09-21 14:49:53,112:	[Wall TIME] >>> ChiefCoach.train takes 3.172044 seconds ...
2023-09-21 14:49:53,175:	[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 7.54670
2023-09-21 14:49:53,175:	[Coach] >>> VALID @Epoch: 33   >>> 
2023-09-21 14:49:53,176:	[Coach] >>> TEST  @Epoch: 33   >>> 
2023-09-21 14:49:56,341:	[Wall TIME] >>> ChiefCoach.train takes 3.165805 seconds ...
2023-09-21 14:49:56,423:	[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 7.54062
2023-09-21 14:49:56,424:	[Coach] >>> VALID @Epoch: 34   >>> 
2023-09-21 14:49:56,424:	[Coach] >>> TEST  @Epoch: 34   >>> 
2023-09-21 14:49:59,512:	[Wall TIME] >>> ChiefCoach.train takes 3.088192 seconds ...
2023-09-21 14:50:01,530:	[Wall TIME] >>> ChiefCoach.valid takes 1.940165 seconds ...
2023-09-21 14:50:01,531:	[Coach] >>> Better ***NDCG@10*** of ***0.0354*** 
2023-09-21 14:50:01,551:	[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 7.51933
2023-09-21 14:50:01,552:	[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0138 || HITRATE@5 Avg: 0.0421 || HITRATE@10 Avg: 0.0648 || NDCG@5 Avg: 0.0281 || NDCG@10 Avg: 0.0354
2023-09-21 14:50:01,552:	[Coach] >>> TEST  @Epoch: 35   >>> 
2023-09-21 14:50:04,674:	[Wall TIME] >>> ChiefCoach.train takes 3.121955 seconds ...
2023-09-21 14:50:04,740:	[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 7.48976
2023-09-21 14:50:04,740:	[Coach] >>> VALID @Epoch: 36   >>> 
2023-09-21 14:50:04,740:	[Coach] >>> TEST  @Epoch: 36   >>> 
2023-09-21 14:50:07,908:	[Wall TIME] >>> ChiefCoach.train takes 3.167614 seconds ...
2023-09-21 14:50:07,977:	[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 7.47082
2023-09-21 14:50:07,977:	[Coach] >>> VALID @Epoch: 37   >>> 
2023-09-21 14:50:07,977:	[Coach] >>> TEST  @Epoch: 37   >>> 
2023-09-21 14:50:11,113:	[Wall TIME] >>> ChiefCoach.train takes 3.135725 seconds ...
2023-09-21 14:50:11,188:	[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 7.45609
2023-09-21 14:50:11,188:	[Coach] >>> VALID @Epoch: 38   >>> 
2023-09-21 14:50:11,188:	[Coach] >>> TEST  @Epoch: 38   >>> 
2023-09-21 14:50:14,288:	[Wall TIME] >>> ChiefCoach.train takes 3.099134 seconds ...
2023-09-21 14:50:14,351:	[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 7.43681
2023-09-21 14:50:14,351:	[Coach] >>> VALID @Epoch: 39   >>> 
2023-09-21 14:50:14,352:	[Coach] >>> TEST  @Epoch: 39   >>> 
2023-09-21 14:50:17,516:	[Wall TIME] >>> ChiefCoach.train takes 3.164312 seconds ...
2023-09-21 14:50:19,574:	[Wall TIME] >>> ChiefCoach.valid takes 1.990078 seconds ...
2023-09-21 14:50:19,575:	[Coach] >>> Better ***NDCG@10*** of ***0.0376*** 
2023-09-21 14:50:19,599:	[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 7.42385
2023-09-21 14:50:19,599:	[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0153 || HITRATE@5 Avg: 0.0447 || HITRATE@10 Avg: 0.0681 || NDCG@5 Avg: 0.0301 || NDCG@10 Avg: 0.0376
2023-09-21 14:50:19,599:	[Coach] >>> TEST  @Epoch: 40   >>> 
2023-09-21 14:50:22,763:	[Wall TIME] >>> ChiefCoach.train takes 3.163500 seconds ...
2023-09-21 14:50:22,842:	[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 7.39054
2023-09-21 14:50:22,842:	[Coach] >>> VALID @Epoch: 41   >>> 
2023-09-21 14:50:22,842:	[Coach] >>> TEST  @Epoch: 41   >>> 
2023-09-21 14:50:26,002:	[Wall TIME] >>> ChiefCoach.train takes 3.159529 seconds ...
2023-09-21 14:50:26,067:	[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 7.38532
2023-09-21 14:50:26,068:	[Coach] >>> VALID @Epoch: 42   >>> 
2023-09-21 14:50:26,068:	[Coach] >>> TEST  @Epoch: 42   >>> 
2023-09-21 14:50:29,222:	[Wall TIME] >>> ChiefCoach.train takes 3.154076 seconds ...
2023-09-21 14:50:29,293:	[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 7.38100
2023-09-21 14:50:29,293:	[Coach] >>> VALID @Epoch: 43   >>> 
2023-09-21 14:50:29,293:	[Coach] >>> TEST  @Epoch: 43   >>> 
2023-09-21 14:50:32,487:	[Wall TIME] >>> ChiefCoach.train takes 3.193853 seconds ...
2023-09-21 14:50:32,552:	[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 7.36914
2023-09-21 14:50:32,552:	[Coach] >>> VALID @Epoch: 44   >>> 
2023-09-21 14:50:32,553:	[Coach] >>> TEST  @Epoch: 44   >>> 
2023-09-21 14:50:35,645:	[Wall TIME] >>> ChiefCoach.train takes 3.092759 seconds ...
2023-09-21 14:50:37,688:	[Wall TIME] >>> ChiefCoach.valid takes 1.976905 seconds ...
2023-09-21 14:50:37,688:	[Coach] >>> Better ***NDCG@10*** of ***0.0405*** 
2023-09-21 14:50:37,708:	[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 7.33129
2023-09-21 14:50:37,708:	[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0161 || HITRATE@5 Avg: 0.0490 || HITRATE@10 Avg: 0.0729 || NDCG@5 Avg: 0.0328 || NDCG@10 Avg: 0.0405
2023-09-21 14:50:37,708:	[Coach] >>> TEST  @Epoch: 45   >>> 
2023-09-21 14:50:40,833:	[Wall TIME] >>> ChiefCoach.train takes 3.124688 seconds ...
2023-09-21 14:50:40,898:	[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 7.31438
2023-09-21 14:50:40,899:	[Coach] >>> VALID @Epoch: 46   >>> 
2023-09-21 14:50:40,899:	[Coach] >>> TEST  @Epoch: 46   >>> 
2023-09-21 14:50:44,087:	[Wall TIME] >>> ChiefCoach.train takes 3.188193 seconds ...
2023-09-21 14:50:44,152:	[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 7.29433
2023-09-21 14:50:44,153:	[Coach] >>> VALID @Epoch: 47   >>> 
2023-09-21 14:50:44,153:	[Coach] >>> TEST  @Epoch: 47   >>> 
2023-09-21 14:50:47,282:	[Wall TIME] >>> ChiefCoach.train takes 3.128832 seconds ...
2023-09-21 14:50:47,345:	[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 7.27122
2023-09-21 14:50:47,345:	[Coach] >>> VALID @Epoch: 48   >>> 
2023-09-21 14:50:47,346:	[Coach] >>> TEST  @Epoch: 48   >>> 
2023-09-21 14:50:50,474:	[Wall TIME] >>> ChiefCoach.train takes 3.127960 seconds ...
2023-09-21 14:50:50,535:	[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 7.25752
2023-09-21 14:50:50,535:	[Coach] >>> VALID @Epoch: 49   >>> 
2023-09-21 14:50:50,535:	[Coach] >>> TEST  @Epoch: 49   >>> 
2023-09-21 14:50:53,686:	[Wall TIME] >>> ChiefCoach.train takes 3.150632 seconds ...
2023-09-21 14:50:55,683:	[Wall TIME] >>> ChiefCoach.valid takes 1.919179 seconds ...
2023-09-21 14:50:55,684:	[Coach] >>> Better ***NDCG@10*** of ***0.0424*** 
2023-09-21 14:50:55,704:	[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 7.23586
2023-09-21 14:50:55,704:	[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0167 || HITRATE@5 Avg: 0.0506 || HITRATE@10 Avg: 0.0764 || NDCG@5 Avg: 0.0341 || NDCG@10 Avg: 0.0424
2023-09-21 14:50:55,704:	[Coach] >>> TEST  @Epoch: 50   >>> 
2023-09-21 14:50:58,835:	[Wall TIME] >>> ChiefCoach.train takes 3.130542 seconds ...
2023-09-21 14:50:58,910:	[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 7.23857
2023-09-21 14:50:58,910:	[Coach] >>> VALID @Epoch: 51   >>> 
2023-09-21 14:50:58,910:	[Coach] >>> TEST  @Epoch: 51   >>> 
2023-09-21 14:51:02,103:	[Wall TIME] >>> ChiefCoach.train takes 3.192742 seconds ...
2023-09-21 14:51:02,168:	[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 7.20946
2023-09-21 14:51:02,168:	[Coach] >>> VALID @Epoch: 52   >>> 
2023-09-21 14:51:02,168:	[Coach] >>> TEST  @Epoch: 52   >>> 
2023-09-21 14:51:05,292:	[Wall TIME] >>> ChiefCoach.train takes 3.123531 seconds ...
2023-09-21 14:51:05,360:	[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 7.19994
2023-09-21 14:51:05,360:	[Coach] >>> VALID @Epoch: 53   >>> 
2023-09-21 14:51:05,360:	[Coach] >>> TEST  @Epoch: 53   >>> 
2023-09-21 14:51:08,614:	[Wall TIME] >>> ChiefCoach.train takes 3.253799 seconds ...
2023-09-21 14:51:08,755:	[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 7.15353
2023-09-21 14:51:08,755:	[Coach] >>> VALID @Epoch: 54   >>> 
2023-09-21 14:51:08,755:	[Coach] >>> TEST  @Epoch: 54   >>> 
2023-09-21 14:51:11,839:	[Wall TIME] >>> ChiefCoach.train takes 3.083500 seconds ...
2023-09-21 14:51:13,893:	[Wall TIME] >>> ChiefCoach.valid takes 1.991373 seconds ...
2023-09-21 14:51:13,893:	[Coach] >>> Better ***NDCG@10*** of ***0.0453*** 
2023-09-21 14:51:13,912:	[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 7.16427
2023-09-21 14:51:13,912:	[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0189 || HITRATE@5 Avg: 0.0544 || HITRATE@10 Avg: 0.0807 || NDCG@5 Avg: 0.0368 || NDCG@10 Avg: 0.0453
2023-09-21 14:51:13,912:	[Coach] >>> TEST  @Epoch: 55   >>> 
2023-09-21 14:51:17,074:	[Wall TIME] >>> ChiefCoach.train takes 3.161258 seconds ...
2023-09-21 14:51:17,150:	[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 7.14810
2023-09-21 14:51:17,150:	[Coach] >>> VALID @Epoch: 56   >>> 
2023-09-21 14:51:17,150:	[Coach] >>> TEST  @Epoch: 56   >>> 
2023-09-21 14:51:20,323:	[Wall TIME] >>> ChiefCoach.train takes 3.172820 seconds ...
2023-09-21 14:51:20,388:	[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 7.12361
2023-09-21 14:51:20,389:	[Coach] >>> VALID @Epoch: 57   >>> 
2023-09-21 14:51:20,389:	[Coach] >>> TEST  @Epoch: 57   >>> 
2023-09-21 14:51:23,486:	[Wall TIME] >>> ChiefCoach.train takes 3.097602 seconds ...
2023-09-21 14:51:23,569:	[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 7.12855
2023-09-21 14:51:23,570:	[Coach] >>> VALID @Epoch: 58   >>> 
2023-09-21 14:51:23,570:	[Coach] >>> TEST  @Epoch: 58   >>> 
2023-09-21 14:51:26,788:	[Wall TIME] >>> ChiefCoach.train takes 3.218510 seconds ...
2023-09-21 14:51:26,853:	[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 7.11725
2023-09-21 14:51:26,853:	[Coach] >>> VALID @Epoch: 59   >>> 
2023-09-21 14:51:26,853:	[Coach] >>> TEST  @Epoch: 59   >>> 
2023-09-21 14:51:30,104:	[Wall TIME] >>> ChiefCoach.train takes 3.250903 seconds ...
2023-09-21 14:51:32,148:	[Wall TIME] >>> ChiefCoach.valid takes 1.974927 seconds ...
2023-09-21 14:51:32,149:	[Coach] >>> Better ***NDCG@10*** of ***0.0463*** 
2023-09-21 14:51:32,168:	[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 7.09683
2023-09-21 14:51:32,169:	[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0189 || HITRATE@5 Avg: 0.0553 || HITRATE@10 Avg: 0.0825 || NDCG@5 Avg: 0.0375 || NDCG@10 Avg: 0.0463
2023-09-21 14:51:32,169:	[Coach] >>> TEST  @Epoch: 60   >>> 
2023-09-21 14:51:35,281:	[Wall TIME] >>> ChiefCoach.train takes 3.111851 seconds ...
2023-09-21 14:51:35,353:	[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 7.07509
2023-09-21 14:51:35,353:	[Coach] >>> VALID @Epoch: 61   >>> 
2023-09-21 14:51:35,353:	[Coach] >>> TEST  @Epoch: 61   >>> 
2023-09-21 14:51:38,509:	[Wall TIME] >>> ChiefCoach.train takes 3.155303 seconds ...
2023-09-21 14:51:38,572:	[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 7.03260
2023-09-21 14:51:38,573:	[Coach] >>> VALID @Epoch: 62   >>> 
2023-09-21 14:51:38,573:	[Coach] >>> TEST  @Epoch: 62   >>> 
2023-09-21 14:51:41,751:	[Wall TIME] >>> ChiefCoach.train takes 3.177899 seconds ...
2023-09-21 14:51:41,819:	[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 7.05505
2023-09-21 14:51:41,819:	[Coach] >>> VALID @Epoch: 63   >>> 
2023-09-21 14:51:41,819:	[Coach] >>> TEST  @Epoch: 63   >>> 
2023-09-21 14:51:44,949:	[Wall TIME] >>> ChiefCoach.train takes 3.129652 seconds ...
2023-09-21 14:51:45,020:	[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 7.02972
2023-09-21 14:51:45,020:	[Coach] >>> VALID @Epoch: 64   >>> 
2023-09-21 14:51:45,020:	[Coach] >>> TEST  @Epoch: 64   >>> 
2023-09-21 14:51:48,165:	[Wall TIME] >>> ChiefCoach.train takes 3.144814 seconds ...
2023-09-21 14:51:50,374:	[Wall TIME] >>> ChiefCoach.valid takes 2.027283 seconds ...
2023-09-21 14:51:50,374:	[Coach] >>> Better ***NDCG@10*** of ***0.0466*** 
2023-09-21 14:51:50,393:	[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 7.02409
2023-09-21 14:51:50,393:	[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0192 || HITRATE@5 Avg: 0.0556 || HITRATE@10 Avg: 0.0830 || NDCG@5 Avg: 0.0378 || NDCG@10 Avg: 0.0466
2023-09-21 14:51:50,394:	[Coach] >>> TEST  @Epoch: 65   >>> 
2023-09-21 14:51:53,513:	[Wall TIME] >>> ChiefCoach.train takes 3.119682 seconds ...
2023-09-21 14:51:53,579:	[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 7.01915
2023-09-21 14:51:53,580:	[Coach] >>> VALID @Epoch: 66   >>> 
2023-09-21 14:51:53,580:	[Coach] >>> TEST  @Epoch: 66   >>> 
2023-09-21 14:51:56,741:	[Wall TIME] >>> ChiefCoach.train takes 3.161137 seconds ...
2023-09-21 14:51:56,862:	[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 7.00343
2023-09-21 14:51:56,862:	[Coach] >>> VALID @Epoch: 67   >>> 
2023-09-21 14:51:56,862:	[Coach] >>> TEST  @Epoch: 67   >>> 
2023-09-21 14:52:00,102:	[Wall TIME] >>> ChiefCoach.train takes 3.239926 seconds ...
2023-09-21 14:52:00,169:	[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 6.97648
2023-09-21 14:52:00,169:	[Coach] >>> VALID @Epoch: 68   >>> 
2023-09-21 14:52:00,170:	[Coach] >>> TEST  @Epoch: 68   >>> 
2023-09-21 14:52:03,264:	[Wall TIME] >>> ChiefCoach.train takes 3.094399 seconds ...
2023-09-21 14:52:03,384:	[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 6.95239
2023-09-21 14:52:03,384:	[Coach] >>> VALID @Epoch: 69   >>> 
2023-09-21 14:52:03,384:	[Coach] >>> TEST  @Epoch: 69   >>> 
2023-09-21 14:52:06,546:	[Wall TIME] >>> ChiefCoach.train takes 3.161742 seconds ...
2023-09-21 14:52:08,562:	[Wall TIME] >>> ChiefCoach.valid takes 1.952638 seconds ...
2023-09-21 14:52:08,562:	[Coach] >>> Better ***NDCG@10*** of ***0.0478*** 
2023-09-21 14:52:08,581:	[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 6.95772
2023-09-21 14:52:08,581:	[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0199 || HITRATE@5 Avg: 0.0555 || HITRATE@10 Avg: 0.0861 || NDCG@5 Avg: 0.0379 || NDCG@10 Avg: 0.0478
2023-09-21 14:52:08,581:	[Coach] >>> TEST  @Epoch: 70   >>> 
2023-09-21 14:52:11,717:	[Wall TIME] >>> ChiefCoach.train takes 3.136353 seconds ...
2023-09-21 14:52:11,785:	[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 6.94534
2023-09-21 14:52:11,785:	[Coach] >>> VALID @Epoch: 71   >>> 
2023-09-21 14:52:11,786:	[Coach] >>> TEST  @Epoch: 71   >>> 
2023-09-21 14:52:14,978:	[Wall TIME] >>> ChiefCoach.train takes 3.191990 seconds ...
2023-09-21 14:52:15,043:	[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 6.91014
2023-09-21 14:52:15,043:	[Coach] >>> VALID @Epoch: 72   >>> 
2023-09-21 14:52:15,043:	[Coach] >>> TEST  @Epoch: 72   >>> 
2023-09-21 14:52:18,206:	[Wall TIME] >>> ChiefCoach.train takes 3.162213 seconds ...
2023-09-21 14:52:18,279:	[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 6.91020
2023-09-21 14:52:18,279:	[Coach] >>> VALID @Epoch: 73   >>> 
2023-09-21 14:52:18,279:	[Coach] >>> TEST  @Epoch: 73   >>> 
2023-09-21 14:52:21,493:	[Wall TIME] >>> ChiefCoach.train takes 3.213340 seconds ...
2023-09-21 14:52:21,561:	[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 6.89825
2023-09-21 14:52:21,561:	[Coach] >>> VALID @Epoch: 74   >>> 
2023-09-21 14:52:21,561:	[Coach] >>> TEST  @Epoch: 74   >>> 
2023-09-21 14:52:24,705:	[Wall TIME] >>> ChiefCoach.train takes 3.143100 seconds ...
2023-09-21 14:52:26,709:	[Wall TIME] >>> ChiefCoach.valid takes 1.936437 seconds ...
2023-09-21 14:52:26,709:	[Coach] >>> Better ***NDCG@10*** of ***0.0500*** 
2023-09-21 14:52:26,728:	[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 6.89687
2023-09-21 14:52:26,728:	[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0227 || HITRATE@5 Avg: 0.0594 || HITRATE@10 Avg: 0.0869 || NDCG@5 Avg: 0.0412 || NDCG@10 Avg: 0.0500
2023-09-21 14:52:26,728:	[Coach] >>> TEST  @Epoch: 75   >>> 
2023-09-21 14:52:29,851:	[Wall TIME] >>> ChiefCoach.train takes 3.122405 seconds ...
2023-09-21 14:52:29,912:	[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 6.86830
2023-09-21 14:52:29,912:	[Coach] >>> VALID @Epoch: 76   >>> 
2023-09-21 14:52:29,912:	[Coach] >>> TEST  @Epoch: 76   >>> 
2023-09-21 14:52:33,025:	[Wall TIME] >>> ChiefCoach.train takes 3.112675 seconds ...
2023-09-21 14:52:33,092:	[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 6.87502
2023-09-21 14:52:33,092:	[Coach] >>> VALID @Epoch: 77   >>> 
2023-09-21 14:52:33,092:	[Coach] >>> TEST  @Epoch: 77   >>> 
2023-09-21 14:52:36,164:	[Wall TIME] >>> ChiefCoach.train takes 3.072021 seconds ...
2023-09-21 14:52:36,269:	[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 6.84507
2023-09-21 14:52:36,270:	[Coach] >>> VALID @Epoch: 78   >>> 
2023-09-21 14:52:36,270:	[Coach] >>> TEST  @Epoch: 78   >>> 
2023-09-21 14:52:39,431:	[Wall TIME] >>> ChiefCoach.train takes 3.161012 seconds ...
2023-09-21 14:52:39,493:	[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 6.86247
2023-09-21 14:52:39,493:	[Coach] >>> VALID @Epoch: 79   >>> 
2023-09-21 14:52:39,493:	[Coach] >>> TEST  @Epoch: 79   >>> 
2023-09-21 14:52:42,663:	[Wall TIME] >>> ChiefCoach.train takes 3.169697 seconds ...
2023-09-21 14:52:44,690:	[Wall TIME] >>> ChiefCoach.valid takes 1.946532 seconds ...
2023-09-21 14:52:44,690:	[Coach] >>> Better ***NDCG@10*** of ***0.0505*** 
2023-09-21 14:52:44,712:	[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 6.84598
2023-09-21 14:52:44,712:	[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0217 || HITRATE@5 Avg: 0.0613 || HITRATE@10 Avg: 0.0884 || NDCG@5 Avg: 0.0417 || NDCG@10 Avg: 0.0505
2023-09-21 14:52:44,712:	[Coach] >>> TEST  @Epoch: 80   >>> 
2023-09-21 14:52:47,818:	[Wall TIME] >>> ChiefCoach.train takes 3.105154 seconds ...
2023-09-21 14:52:47,952:	[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 6.83203
2023-09-21 14:52:47,953:	[Coach] >>> VALID @Epoch: 81   >>> 
2023-09-21 14:52:47,953:	[Coach] >>> TEST  @Epoch: 81   >>> 
2023-09-21 14:52:51,059:	[Wall TIME] >>> ChiefCoach.train takes 3.106270 seconds ...
2023-09-21 14:52:51,147:	[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 6.80780
2023-09-21 14:52:51,147:	[Coach] >>> VALID @Epoch: 82   >>> 
2023-09-21 14:52:51,148:	[Coach] >>> TEST  @Epoch: 82   >>> 
2023-09-21 14:52:54,318:	[Wall TIME] >>> ChiefCoach.train takes 3.170225 seconds ...
2023-09-21 14:52:54,394:	[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 6.79078
2023-09-21 14:52:54,394:	[Coach] >>> VALID @Epoch: 83   >>> 
2023-09-21 14:52:54,394:	[Coach] >>> TEST  @Epoch: 83   >>> 
2023-09-21 14:52:57,516:	[Wall TIME] >>> ChiefCoach.train takes 3.121209 seconds ...
2023-09-21 14:52:57,603:	[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 6.78917
2023-09-21 14:52:57,604:	[Coach] >>> VALID @Epoch: 84   >>> 
2023-09-21 14:52:57,604:	[Coach] >>> TEST  @Epoch: 84   >>> 
2023-09-21 14:53:00,702:	[Wall TIME] >>> ChiefCoach.train takes 3.097560 seconds ...
2023-09-21 14:53:02,809:	[Wall TIME] >>> ChiefCoach.valid takes 2.040015 seconds ...
2023-09-21 14:53:02,809:	[Coach] >>> Better ***NDCG@10*** of ***0.0522*** 
2023-09-21 14:53:02,829:	[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 6.76785
2023-09-21 14:53:02,829:	[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0227 || HITRATE@5 Avg: 0.0629 || HITRATE@10 Avg: 0.0911 || NDCG@5 Avg: 0.0432 || NDCG@10 Avg: 0.0522
2023-09-21 14:53:02,829:	[Coach] >>> TEST  @Epoch: 85   >>> 
2023-09-21 14:53:06,012:	[Wall TIME] >>> ChiefCoach.train takes 3.182455 seconds ...
2023-09-21 14:53:06,075:	[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 6.77317
2023-09-21 14:53:06,075:	[Coach] >>> VALID @Epoch: 86   >>> 
2023-09-21 14:53:06,075:	[Coach] >>> TEST  @Epoch: 86   >>> 
2023-09-21 14:53:09,255:	[Wall TIME] >>> ChiefCoach.train takes 3.179500 seconds ...
2023-09-21 14:53:09,318:	[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 6.75510
2023-09-21 14:53:09,319:	[Coach] >>> VALID @Epoch: 87   >>> 
2023-09-21 14:53:09,319:	[Coach] >>> TEST  @Epoch: 87   >>> 
2023-09-21 14:53:12,504:	[Wall TIME] >>> ChiefCoach.train takes 3.185415 seconds ...
2023-09-21 14:53:12,570:	[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 6.74989
2023-09-21 14:53:12,570:	[Coach] >>> VALID @Epoch: 88   >>> 
2023-09-21 14:53:12,570:	[Coach] >>> TEST  @Epoch: 88   >>> 
2023-09-21 14:53:15,849:	[Wall TIME] >>> ChiefCoach.train takes 3.278579 seconds ...
2023-09-21 14:53:15,911:	[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 6.75473
2023-09-21 14:53:15,911:	[Coach] >>> VALID @Epoch: 89   >>> 
2023-09-21 14:53:15,911:	[Coach] >>> TEST  @Epoch: 89   >>> 
2023-09-21 14:53:19,087:	[Wall TIME] >>> ChiefCoach.train takes 3.175421 seconds ...
2023-09-21 14:53:21,163:	[Wall TIME] >>> ChiefCoach.valid takes 1.994684 seconds ...
2023-09-21 14:53:21,164:	[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 6.72899
2023-09-21 14:53:21,164:	[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0225 || HITRATE@5 Avg: 0.0623 || HITRATE@10 Avg: 0.0907 || NDCG@5 Avg: 0.0427 || NDCG@10 Avg: 0.0519
2023-09-21 14:53:21,164:	[Coach] >>> TEST  @Epoch: 90   >>> 
2023-09-21 14:53:24,328:	[Wall TIME] >>> ChiefCoach.train takes 3.163017 seconds ...
2023-09-21 14:53:24,394:	[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 6.74251
2023-09-21 14:53:24,394:	[Coach] >>> VALID @Epoch: 91   >>> 
2023-09-21 14:53:24,394:	[Coach] >>> TEST  @Epoch: 91   >>> 
2023-09-21 14:53:27,659:	[Wall TIME] >>> ChiefCoach.train takes 3.264383 seconds ...
2023-09-21 14:53:27,728:	[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 6.72502
2023-09-21 14:53:27,728:	[Coach] >>> VALID @Epoch: 92   >>> 
2023-09-21 14:53:27,728:	[Coach] >>> TEST  @Epoch: 92   >>> 
2023-09-21 14:53:30,932:	[Wall TIME] >>> ChiefCoach.train takes 3.203342 seconds ...
2023-09-21 14:53:31,008:	[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 6.69902
2023-09-21 14:53:31,008:	[Coach] >>> VALID @Epoch: 93   >>> 
2023-09-21 14:53:31,008:	[Coach] >>> TEST  @Epoch: 93   >>> 
2023-09-21 14:53:34,143:	[Wall TIME] >>> ChiefCoach.train takes 3.134389 seconds ...
2023-09-21 14:53:34,207:	[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 6.66754
2023-09-21 14:53:34,208:	[Coach] >>> VALID @Epoch: 94   >>> 
2023-09-21 14:53:34,208:	[Coach] >>> TEST  @Epoch: 94   >>> 
2023-09-21 14:53:37,498:	[Wall TIME] >>> ChiefCoach.train takes 3.290658 seconds ...
2023-09-21 14:53:39,500:	[Wall TIME] >>> ChiefCoach.valid takes 1.926009 seconds ...
2023-09-21 14:53:39,500:	[Coach] >>> Better ***NDCG@10*** of ***0.0529*** 
2023-09-21 14:53:39,519:	[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 6.67761
2023-09-21 14:53:39,519:	[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0230 || HITRATE@5 Avg: 0.0633 || HITRATE@10 Avg: 0.0930 || NDCG@5 Avg: 0.0433 || NDCG@10 Avg: 0.0529
2023-09-21 14:53:39,519:	[Coach] >>> TEST  @Epoch: 95   >>> 
2023-09-21 14:53:42,712:	[Wall TIME] >>> ChiefCoach.train takes 3.192440 seconds ...
2023-09-21 14:53:42,778:	[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 6.65919
2023-09-21 14:53:42,778:	[Coach] >>> VALID @Epoch: 96   >>> 
2023-09-21 14:53:42,778:	[Coach] >>> TEST  @Epoch: 96   >>> 
2023-09-21 14:53:45,874:	[Wall TIME] >>> ChiefCoach.train takes 3.095385 seconds ...
2023-09-21 14:53:45,936:	[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 6.65456
2023-09-21 14:53:45,937:	[Coach] >>> VALID @Epoch: 97   >>> 
2023-09-21 14:53:45,937:	[Coach] >>> TEST  @Epoch: 97   >>> 
2023-09-21 14:53:49,085:	[Wall TIME] >>> ChiefCoach.train takes 3.148644 seconds ...
2023-09-21 14:53:49,158:	[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 6.64583
2023-09-21 14:53:49,159:	[Coach] >>> VALID @Epoch: 98   >>> 
2023-09-21 14:53:49,159:	[Coach] >>> TEST  @Epoch: 98   >>> 
2023-09-21 14:53:52,387:	[Wall TIME] >>> ChiefCoach.train takes 3.228218 seconds ...
2023-09-21 14:53:52,448:	[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 6.63357
2023-09-21 14:53:52,448:	[Coach] >>> VALID @Epoch: 99   >>> 
2023-09-21 14:53:52,448:	[Coach] >>> TEST  @Epoch: 99   >>> 
2023-09-21 14:53:55,577:	[Wall TIME] >>> ChiefCoach.train takes 3.128413 seconds ...
2023-09-21 14:53:57,608:	[Wall TIME] >>> ChiefCoach.valid takes 1.965630 seconds ...
2023-09-21 14:53:57,608:	[Coach] >>> Better ***NDCG@10*** of ***0.0538*** 
2023-09-21 14:53:57,627:	[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 6.62164
2023-09-21 14:53:57,627:	[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0234 || HITRATE@5 Avg: 0.0644 || HITRATE@10 Avg: 0.0949 || NDCG@5 Avg: 0.0440 || NDCG@10 Avg: 0.0538
2023-09-21 14:53:57,627:	[Coach] >>> TEST  @Epoch: 100  >>> 
2023-09-21 14:54:00,757:	[Wall TIME] >>> ChiefCoach.train takes 3.130455 seconds ...
2023-09-21 14:54:00,869:	[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 6.62263
2023-09-21 14:54:00,870:	[Coach] >>> VALID @Epoch: 101  >>> 
2023-09-21 14:54:00,870:	[Coach] >>> TEST  @Epoch: 101  >>> 
2023-09-21 14:54:03,970:	[Wall TIME] >>> ChiefCoach.train takes 3.100541 seconds ...
2023-09-21 14:54:04,033:	[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 6.61283
2023-09-21 14:54:04,033:	[Coach] >>> VALID @Epoch: 102  >>> 
2023-09-21 14:54:04,033:	[Coach] >>> TEST  @Epoch: 102  >>> 
2023-09-21 14:54:07,094:	[Wall TIME] >>> ChiefCoach.train takes 3.060706 seconds ...
2023-09-21 14:54:07,159:	[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 6.58589
2023-09-21 14:54:07,159:	[Coach] >>> VALID @Epoch: 103  >>> 
2023-09-21 14:54:07,159:	[Coach] >>> TEST  @Epoch: 103  >>> 
2023-09-21 14:54:10,356:	[Wall TIME] >>> ChiefCoach.train takes 3.196467 seconds ...
2023-09-21 14:54:10,417:	[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 6.59630
2023-09-21 14:54:10,417:	[Coach] >>> VALID @Epoch: 104  >>> 
2023-09-21 14:54:10,417:	[Coach] >>> TEST  @Epoch: 104  >>> 
2023-09-21 14:54:13,592:	[Wall TIME] >>> ChiefCoach.train takes 3.174028 seconds ...
2023-09-21 14:54:15,645:	[Wall TIME] >>> ChiefCoach.valid takes 1.991691 seconds ...
2023-09-21 14:54:15,645:	[Coach] >>> Better ***NDCG@10*** of ***0.0539*** 
2023-09-21 14:54:15,665:	[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 6.56522
2023-09-21 14:54:15,665:	[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0231 || HITRATE@5 Avg: 0.0652 || HITRATE@10 Avg: 0.0949 || NDCG@5 Avg: 0.0443 || NDCG@10 Avg: 0.0539
2023-09-21 14:54:15,665:	[Coach] >>> TEST  @Epoch: 105  >>> 
2023-09-21 14:54:18,795:	[Wall TIME] >>> ChiefCoach.train takes 3.129582 seconds ...
2023-09-21 14:54:18,856:	[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 6.57793
2023-09-21 14:54:18,856:	[Coach] >>> VALID @Epoch: 106  >>> 
2023-09-21 14:54:18,856:	[Coach] >>> TEST  @Epoch: 106  >>> 
2023-09-21 14:54:22,106:	[Wall TIME] >>> ChiefCoach.train takes 3.250038 seconds ...
2023-09-21 14:54:22,172:	[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 6.55877
2023-09-21 14:54:22,172:	[Coach] >>> VALID @Epoch: 107  >>> 
2023-09-21 14:54:22,172:	[Coach] >>> TEST  @Epoch: 107  >>> 
2023-09-21 14:54:25,381:	[Wall TIME] >>> ChiefCoach.train takes 3.209082 seconds ...
2023-09-21 14:54:25,447:	[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 6.55631
2023-09-21 14:54:25,447:	[Coach] >>> VALID @Epoch: 108  >>> 
2023-09-21 14:54:25,447:	[Coach] >>> TEST  @Epoch: 108  >>> 
2023-09-21 14:54:28,569:	[Wall TIME] >>> ChiefCoach.train takes 3.121246 seconds ...
2023-09-21 14:54:28,644:	[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 6.56142
2023-09-21 14:54:28,644:	[Coach] >>> VALID @Epoch: 109  >>> 
2023-09-21 14:54:28,644:	[Coach] >>> TEST  @Epoch: 109  >>> 
2023-09-21 14:54:31,831:	[Wall TIME] >>> ChiefCoach.train takes 3.185969 seconds ...
2023-09-21 14:54:33,906:	[Wall TIME] >>> ChiefCoach.valid takes 2.002389 seconds ...
2023-09-21 14:54:33,906:	[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 6.55244
2023-09-21 14:54:33,906:	[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0225 || HITRATE@5 Avg: 0.0653 || HITRATE@10 Avg: 0.0944 || NDCG@5 Avg: 0.0444 || NDCG@10 Avg: 0.0538
2023-09-21 14:54:33,906:	[Coach] >>> TEST  @Epoch: 110  >>> 
2023-09-21 14:54:37,068:	[Wall TIME] >>> ChiefCoach.train takes 3.161571 seconds ...
2023-09-21 14:54:37,143:	[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 6.51287
2023-09-21 14:54:37,143:	[Coach] >>> VALID @Epoch: 111  >>> 
2023-09-21 14:54:37,143:	[Coach] >>> TEST  @Epoch: 111  >>> 
2023-09-21 14:54:40,381:	[Wall TIME] >>> ChiefCoach.train takes 3.237089 seconds ...
2023-09-21 14:54:40,459:	[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 6.52698
2023-09-21 14:54:40,459:	[Coach] >>> VALID @Epoch: 112  >>> 
2023-09-21 14:54:40,459:	[Coach] >>> TEST  @Epoch: 112  >>> 
2023-09-21 14:54:43,713:	[Wall TIME] >>> ChiefCoach.train takes 3.254000 seconds ...
2023-09-21 14:54:43,782:	[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 6.49729
2023-09-21 14:54:43,782:	[Coach] >>> VALID @Epoch: 113  >>> 
2023-09-21 14:54:43,782:	[Coach] >>> TEST  @Epoch: 113  >>> 
2023-09-21 14:54:47,019:	[Wall TIME] >>> ChiefCoach.train takes 3.236693 seconds ...
2023-09-21 14:54:47,081:	[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 6.52129
2023-09-21 14:54:47,081:	[Coach] >>> VALID @Epoch: 114  >>> 
2023-09-21 14:54:47,081:	[Coach] >>> TEST  @Epoch: 114  >>> 
2023-09-21 14:54:50,289:	[Wall TIME] >>> ChiefCoach.train takes 3.208205 seconds ...
2023-09-21 14:54:52,404:	[Wall TIME] >>> ChiefCoach.valid takes 2.053046 seconds ...
2023-09-21 14:54:52,405:	[Coach] >>> Better ***NDCG@10*** of ***0.0543*** 
2023-09-21 14:54:52,427:	[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 6.51726
2023-09-21 14:54:52,427:	[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0233 || HITRATE@5 Avg: 0.0659 || HITRATE@10 Avg: 0.0947 || NDCG@5 Avg: 0.0450 || NDCG@10 Avg: 0.0543
2023-09-21 14:54:52,427:	[Coach] >>> TEST  @Epoch: 115  >>> 
2023-09-21 14:54:55,575:	[Wall TIME] >>> ChiefCoach.train takes 3.146967 seconds ...
2023-09-21 14:54:55,653:	[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 6.50654
2023-09-21 14:54:55,653:	[Coach] >>> VALID @Epoch: 116  >>> 
2023-09-21 14:54:55,653:	[Coach] >>> TEST  @Epoch: 116  >>> 
2023-09-21 14:54:58,790:	[Wall TIME] >>> ChiefCoach.train takes 3.136459 seconds ...
2023-09-21 14:54:58,854:	[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 6.50706
2023-09-21 14:54:58,854:	[Coach] >>> VALID @Epoch: 117  >>> 
2023-09-21 14:54:58,854:	[Coach] >>> TEST  @Epoch: 117  >>> 
2023-09-21 14:55:02,070:	[Wall TIME] >>> ChiefCoach.train takes 3.215573 seconds ...
2023-09-21 14:55:02,147:	[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 6.49412
2023-09-21 14:55:02,147:	[Coach] >>> VALID @Epoch: 118  >>> 
2023-09-21 14:55:02,147:	[Coach] >>> TEST  @Epoch: 118  >>> 
2023-09-21 14:55:05,338:	[Wall TIME] >>> ChiefCoach.train takes 3.190430 seconds ...
2023-09-21 14:55:05,409:	[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 6.48194
2023-09-21 14:55:05,409:	[Coach] >>> VALID @Epoch: 119  >>> 
2023-09-21 14:55:05,409:	[Coach] >>> TEST  @Epoch: 119  >>> 
2023-09-21 14:55:08,510:	[Wall TIME] >>> ChiefCoach.train takes 3.100861 seconds ...
2023-09-21 14:55:10,637:	[Wall TIME] >>> ChiefCoach.valid takes 2.044935 seconds ...
2023-09-21 14:55:10,638:	[Coach] >>> Better ***NDCG@10*** of ***0.0559*** 
2023-09-21 14:55:10,658:	[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 6.47099
2023-09-21 14:55:10,659:	[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0251 || HITRATE@5 Avg: 0.0671 || HITRATE@10 Avg: 0.0960 || NDCG@5 Avg: 0.0466 || NDCG@10 Avg: 0.0559
2023-09-21 14:55:10,659:	[Coach] >>> TEST  @Epoch: 120  >>> 
2023-09-21 14:55:13,808:	[Wall TIME] >>> ChiefCoach.train takes 3.149045 seconds ...
2023-09-21 14:55:13,870:	[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 6.47773
2023-09-21 14:55:13,870:	[Coach] >>> VALID @Epoch: 121  >>> 
2023-09-21 14:55:13,870:	[Coach] >>> TEST  @Epoch: 121  >>> 
2023-09-21 14:55:17,055:	[Wall TIME] >>> ChiefCoach.train takes 3.184545 seconds ...
2023-09-21 14:55:17,116:	[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 6.46648
2023-09-21 14:55:17,116:	[Coach] >>> VALID @Epoch: 122  >>> 
2023-09-21 14:55:17,116:	[Coach] >>> TEST  @Epoch: 122  >>> 
2023-09-21 14:55:20,238:	[Wall TIME] >>> ChiefCoach.train takes 3.121629 seconds ...
2023-09-21 14:55:20,302:	[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 6.46045
2023-09-21 14:55:20,302:	[Coach] >>> VALID @Epoch: 123  >>> 
2023-09-21 14:55:20,303:	[Coach] >>> TEST  @Epoch: 123  >>> 
2023-09-21 14:55:23,611:	[Wall TIME] >>> ChiefCoach.train takes 3.308639 seconds ...
2023-09-21 14:55:23,676:	[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 6.44630
2023-09-21 14:55:23,676:	[Coach] >>> VALID @Epoch: 124  >>> 
2023-09-21 14:55:23,676:	[Coach] >>> TEST  @Epoch: 124  >>> 
2023-09-21 14:55:26,732:	[Wall TIME] >>> ChiefCoach.train takes 3.055615 seconds ...
2023-09-21 14:55:28,865:	[Wall TIME] >>> ChiefCoach.valid takes 2.072494 seconds ...
2023-09-21 14:55:28,866:	[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 6.44654
2023-09-21 14:55:28,866:	[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0236 || HITRATE@5 Avg: 0.0665 || HITRATE@10 Avg: 0.0950 || NDCG@5 Avg: 0.0457 || NDCG@10 Avg: 0.0549
2023-09-21 14:55:28,866:	[Coach] >>> TEST  @Epoch: 125  >>> 
2023-09-21 14:55:32,136:	[Wall TIME] >>> ChiefCoach.train takes 3.270093 seconds ...
2023-09-21 14:55:32,200:	[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 6.43591
2023-09-21 14:55:32,200:	[Coach] >>> VALID @Epoch: 126  >>> 
2023-09-21 14:55:32,200:	[Coach] >>> TEST  @Epoch: 126  >>> 
2023-09-21 14:55:35,435:	[Wall TIME] >>> ChiefCoach.train takes 3.235130 seconds ...
2023-09-21 14:55:35,508:	[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 6.43026
2023-09-21 14:55:35,508:	[Coach] >>> VALID @Epoch: 127  >>> 
2023-09-21 14:55:35,509:	[Coach] >>> TEST  @Epoch: 127  >>> 
2023-09-21 14:55:38,779:	[Wall TIME] >>> ChiefCoach.train takes 3.270383 seconds ...
2023-09-21 14:55:38,849:	[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 6.42355
2023-09-21 14:55:38,849:	[Coach] >>> VALID @Epoch: 128  >>> 
2023-09-21 14:55:38,849:	[Coach] >>> TEST  @Epoch: 128  >>> 
2023-09-21 14:55:42,057:	[Wall TIME] >>> ChiefCoach.train takes 3.207512 seconds ...
2023-09-21 14:55:42,118:	[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 6.40765
2023-09-21 14:55:42,119:	[Coach] >>> VALID @Epoch: 129  >>> 
2023-09-21 14:55:42,119:	[Coach] >>> TEST  @Epoch: 129  >>> 
2023-09-21 14:55:45,276:	[Wall TIME] >>> ChiefCoach.train takes 3.157078 seconds ...
2023-09-21 14:55:47,436:	[Wall TIME] >>> ChiefCoach.valid takes 2.047637 seconds ...
2023-09-21 14:55:47,436:	[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 6.41235
2023-09-21 14:55:47,437:	[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0239 || HITRATE@5 Avg: 0.0675 || HITRATE@10 Avg: 0.0965 || NDCG@5 Avg: 0.0459 || NDCG@10 Avg: 0.0552
2023-09-21 14:55:47,437:	[Coach] >>> TEST  @Epoch: 130  >>> 
2023-09-21 14:55:50,531:	[Wall TIME] >>> ChiefCoach.train takes 3.093813 seconds ...
2023-09-21 14:55:50,605:	[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 6.41411
2023-09-21 14:55:50,605:	[Coach] >>> VALID @Epoch: 131  >>> 
2023-09-21 14:55:50,605:	[Coach] >>> TEST  @Epoch: 131  >>> 
2023-09-21 14:55:53,848:	[Wall TIME] >>> ChiefCoach.train takes 3.242600 seconds ...
2023-09-21 14:55:53,989:	[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 6.40862
2023-09-21 14:55:53,989:	[Coach] >>> VALID @Epoch: 132  >>> 
2023-09-21 14:55:53,989:	[Coach] >>> TEST  @Epoch: 132  >>> 
2023-09-21 14:55:57,139:	[Wall TIME] >>> ChiefCoach.train takes 3.149405 seconds ...
2023-09-21 14:55:57,206:	[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 6.38096
2023-09-21 14:55:57,206:	[Coach] >>> VALID @Epoch: 133  >>> 
2023-09-21 14:55:57,206:	[Coach] >>> TEST  @Epoch: 133  >>> 
2023-09-21 14:56:00,476:	[Wall TIME] >>> ChiefCoach.train takes 3.269498 seconds ...
2023-09-21 14:56:00,549:	[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 6.41884
2023-09-21 14:56:00,549:	[Coach] >>> VALID @Epoch: 134  >>> 
2023-09-21 14:56:00,549:	[Coach] >>> TEST  @Epoch: 134  >>> 
2023-09-21 14:56:03,717:	[Wall TIME] >>> ChiefCoach.train takes 3.167258 seconds ...
2023-09-21 14:56:05,796:	[Wall TIME] >>> ChiefCoach.valid takes 2.018142 seconds ...
2023-09-21 14:56:05,796:	[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 6.37734
2023-09-21 14:56:05,796:	[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0240 || HITRATE@5 Avg: 0.0667 || HITRATE@10 Avg: 0.0960 || NDCG@5 Avg: 0.0457 || NDCG@10 Avg: 0.0551
2023-09-21 14:56:05,796:	[Coach] >>> TEST  @Epoch: 135  >>> 
2023-09-21 14:56:08,973:	[Wall TIME] >>> ChiefCoach.train takes 3.176862 seconds ...
2023-09-21 14:56:09,036:	[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 6.38028
2023-09-21 14:56:09,037:	[Coach] >>> VALID @Epoch: 136  >>> 
2023-09-21 14:56:09,037:	[Coach] >>> TEST  @Epoch: 136  >>> 
2023-09-21 14:56:12,212:	[Wall TIME] >>> ChiefCoach.train takes 3.175313 seconds ...
2023-09-21 14:56:12,284:	[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 6.39121
2023-09-21 14:56:12,284:	[Coach] >>> VALID @Epoch: 137  >>> 
2023-09-21 14:56:12,285:	[Coach] >>> TEST  @Epoch: 137  >>> 
2023-09-21 14:56:15,420:	[Wall TIME] >>> ChiefCoach.train takes 3.135439 seconds ...
2023-09-21 14:56:15,484:	[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 6.36687
2023-09-21 14:56:15,484:	[Coach] >>> VALID @Epoch: 138  >>> 
2023-09-21 14:56:15,485:	[Coach] >>> TEST  @Epoch: 138  >>> 
2023-09-21 14:56:18,735:	[Wall TIME] >>> ChiefCoach.train takes 3.250735 seconds ...
2023-09-21 14:56:18,810:	[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 6.36129
2023-09-21 14:56:18,810:	[Coach] >>> VALID @Epoch: 139  >>> 
2023-09-21 14:56:18,811:	[Coach] >>> TEST  @Epoch: 139  >>> 
2023-09-21 14:56:22,006:	[Wall TIME] >>> ChiefCoach.train takes 3.194937 seconds ...
2023-09-21 14:56:24,076:	[Wall TIME] >>> ChiefCoach.valid takes 1.999620 seconds ...
2023-09-21 14:56:24,077:	[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 6.34174
2023-09-21 14:56:24,077:	[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0231 || HITRATE@5 Avg: 0.0669 || HITRATE@10 Avg: 0.0958 || NDCG@5 Avg: 0.0455 || NDCG@10 Avg: 0.0549
2023-09-21 14:56:24,077:	[Coach] >>> TEST  @Epoch: 140  >>> 
2023-09-21 14:56:27,191:	[Wall TIME] >>> ChiefCoach.train takes 3.113646 seconds ...
2023-09-21 14:56:27,273:	[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 6.35819
2023-09-21 14:56:27,273:	[Coach] >>> VALID @Epoch: 141  >>> 
2023-09-21 14:56:27,273:	[Coach] >>> TEST  @Epoch: 141  >>> 
2023-09-21 14:56:30,457:	[Wall TIME] >>> ChiefCoach.train takes 3.184061 seconds ...
2023-09-21 14:56:30,522:	[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 6.35095
2023-09-21 14:56:30,523:	[Coach] >>> VALID @Epoch: 142  >>> 
2023-09-21 14:56:30,523:	[Coach] >>> TEST  @Epoch: 142  >>> 
2023-09-21 14:56:33,708:	[Wall TIME] >>> ChiefCoach.train takes 3.185569 seconds ...
2023-09-21 14:56:33,836:	[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 6.33784
2023-09-21 14:56:33,837:	[Coach] >>> VALID @Epoch: 143  >>> 
2023-09-21 14:56:33,837:	[Coach] >>> TEST  @Epoch: 143  >>> 
2023-09-21 14:56:37,077:	[Wall TIME] >>> ChiefCoach.train takes 3.240320 seconds ...
2023-09-21 14:56:37,138:	[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 6.32891
2023-09-21 14:56:37,139:	[Coach] >>> VALID @Epoch: 144  >>> 
2023-09-21 14:56:37,139:	[Coach] >>> TEST  @Epoch: 144  >>> 
2023-09-21 14:56:40,260:	[Wall TIME] >>> ChiefCoach.train takes 3.121468 seconds ...
2023-09-21 14:56:42,286:	[Wall TIME] >>> ChiefCoach.valid takes 1.954054 seconds ...
2023-09-21 14:56:42,286:	[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 6.33686
2023-09-21 14:56:42,286:	[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0238 || HITRATE@5 Avg: 0.0673 || HITRATE@10 Avg: 0.0970 || NDCG@5 Avg: 0.0460 || NDCG@10 Avg: 0.0556
2023-09-21 14:56:42,286:	[Coach] >>> TEST  @Epoch: 145  >>> 
2023-09-21 14:56:45,419:	[Wall TIME] >>> ChiefCoach.train takes 3.132223 seconds ...
2023-09-21 14:56:45,483:	[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 6.31799
2023-09-21 14:56:45,483:	[Coach] >>> VALID @Epoch: 146  >>> 
2023-09-21 14:56:45,483:	[Coach] >>> TEST  @Epoch: 146  >>> 
2023-09-21 14:56:48,723:	[Wall TIME] >>> ChiefCoach.train takes 3.239711 seconds ...
2023-09-21 14:56:48,787:	[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 6.34346
2023-09-21 14:56:48,788:	[Coach] >>> VALID @Epoch: 147  >>> 
2023-09-21 14:56:48,788:	[Coach] >>> TEST  @Epoch: 147  >>> 
2023-09-21 14:56:51,955:	[Wall TIME] >>> ChiefCoach.train takes 3.166815 seconds ...
2023-09-21 14:56:52,023:	[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 6.33526
2023-09-21 14:56:52,023:	[Coach] >>> VALID @Epoch: 148  >>> 
2023-09-21 14:56:52,023:	[Coach] >>> TEST  @Epoch: 148  >>> 
2023-09-21 14:56:55,222:	[Wall TIME] >>> ChiefCoach.train takes 3.198791 seconds ...
2023-09-21 14:56:55,286:	[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 6.32796
2023-09-21 14:56:55,286:	[Coach] >>> VALID @Epoch: 149  >>> 
2023-09-21 14:56:55,287:	[Coach] >>> TEST  @Epoch: 149  >>> 
2023-09-21 14:56:58,425:	[Wall TIME] >>> ChiefCoach.train takes 3.138543 seconds ...
2023-09-21 14:57:00,446:	[Wall TIME] >>> ChiefCoach.valid takes 1.952332 seconds ...
2023-09-21 14:57:00,447:	[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 6.31172
2023-09-21 14:57:00,447:	[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0247 || HITRATE@5 Avg: 0.0693 || HITRATE@10 Avg: 0.0950 || NDCG@5 Avg: 0.0473 || NDCG@10 Avg: 0.0556
2023-09-21 14:57:00,447:	[Coach] >>> TEST  @Epoch: 150  >>> 
2023-09-21 14:57:03,606:	[Wall TIME] >>> ChiefCoach.train takes 3.158341 seconds ...
2023-09-21 14:57:03,671:	[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 6.30651
2023-09-21 14:57:03,672:	[Coach] >>> VALID @Epoch: 151  >>> 
2023-09-21 14:57:03,672:	[Coach] >>> TEST  @Epoch: 151  >>> 
2023-09-21 14:57:06,874:	[Wall TIME] >>> ChiefCoach.train takes 3.202313 seconds ...
2023-09-21 14:57:06,941:	[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 6.28192
2023-09-21 14:57:06,941:	[Coach] >>> VALID @Epoch: 152  >>> 
2023-09-21 14:57:06,941:	[Coach] >>> TEST  @Epoch: 152  >>> 
2023-09-21 14:57:10,056:	[Wall TIME] >>> ChiefCoach.train takes 3.115138 seconds ...
2023-09-21 14:57:10,128:	[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 6.28136
2023-09-21 14:57:10,128:	[Coach] >>> VALID @Epoch: 153  >>> 
2023-09-21 14:57:10,128:	[Coach] >>> TEST  @Epoch: 153  >>> 
2023-09-21 14:57:13,232:	[Wall TIME] >>> ChiefCoach.train takes 3.103553 seconds ...
2023-09-21 14:57:13,300:	[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 6.28380
2023-09-21 14:57:13,300:	[Coach] >>> VALID @Epoch: 154  >>> 
2023-09-21 14:57:13,300:	[Coach] >>> TEST  @Epoch: 154  >>> 
2023-09-21 14:57:16,556:	[Wall TIME] >>> ChiefCoach.train takes 3.256121 seconds ...
2023-09-21 14:57:18,667:	[Wall TIME] >>> ChiefCoach.valid takes 2.023762 seconds ...
2023-09-21 14:57:18,668:	[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 6.26997
2023-09-21 14:57:18,668:	[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0250 || HITRATE@5 Avg: 0.0673 || HITRATE@10 Avg: 0.0958 || NDCG@5 Avg: 0.0466 || NDCG@10 Avg: 0.0558
2023-09-21 14:57:18,668:	[Coach] >>> TEST  @Epoch: 155  >>> 
2023-09-21 14:57:21,833:	[Wall TIME] >>> ChiefCoach.train takes 3.164886 seconds ...
2023-09-21 14:57:21,899:	[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 6.30626
2023-09-21 14:57:21,899:	[Coach] >>> VALID @Epoch: 156  >>> 
2023-09-21 14:57:21,899:	[Coach] >>> TEST  @Epoch: 156  >>> 
2023-09-21 14:57:24,979:	[Wall TIME] >>> ChiefCoach.train takes 3.078891 seconds ...
2023-09-21 14:57:25,042:	[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 6.28466
2023-09-21 14:57:25,043:	[Coach] >>> VALID @Epoch: 157  >>> 
2023-09-21 14:57:25,043:	[Coach] >>> TEST  @Epoch: 157  >>> 
2023-09-21 14:57:28,277:	[Wall TIME] >>> ChiefCoach.train takes 3.233695 seconds ...
2023-09-21 14:57:28,805:	[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 6.26977
2023-09-21 14:57:28,806:	[Coach] >>> VALID @Epoch: 158  >>> 
2023-09-21 14:57:28,806:	[Coach] >>> TEST  @Epoch: 158  >>> 
2023-09-21 14:57:32,007:	[Wall TIME] >>> ChiefCoach.train takes 3.200498 seconds ...
2023-09-21 14:57:32,091:	[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 6.26236
2023-09-21 14:57:32,091:	[Coach] >>> VALID @Epoch: 159  >>> 
2023-09-21 14:57:32,091:	[Coach] >>> TEST  @Epoch: 159  >>> 
2023-09-21 14:57:35,280:	[Wall TIME] >>> ChiefCoach.train takes 3.187887 seconds ...
2023-09-21 14:57:37,320:	[Wall TIME] >>> ChiefCoach.valid takes 1.977453 seconds ...
2023-09-21 14:57:37,321:	[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 6.27238
2023-09-21 14:57:37,321:	[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0242 || HITRATE@5 Avg: 0.0674 || HITRATE@10 Avg: 0.0965 || NDCG@5 Avg: 0.0461 || NDCG@10 Avg: 0.0555
2023-09-21 14:57:37,321:	[Coach] >>> TEST  @Epoch: 160  >>> 
2023-09-21 14:57:40,443:	[Wall TIME] >>> ChiefCoach.train takes 3.121907 seconds ...
2023-09-21 14:57:40,507:	[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 6.25022
2023-09-21 14:57:40,507:	[Coach] >>> VALID @Epoch: 161  >>> 
2023-09-21 14:57:40,507:	[Coach] >>> TEST  @Epoch: 161  >>> 
2023-09-21 14:57:43,777:	[Wall TIME] >>> ChiefCoach.train takes 3.270393 seconds ...
2023-09-21 14:57:43,843:	[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 6.23213
2023-09-21 14:57:43,843:	[Coach] >>> VALID @Epoch: 162  >>> 
2023-09-21 14:57:43,843:	[Coach] >>> TEST  @Epoch: 162  >>> 
2023-09-21 14:57:46,977:	[Wall TIME] >>> ChiefCoach.train takes 3.133968 seconds ...
2023-09-21 14:57:47,053:	[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 6.23534
2023-09-21 14:57:47,053:	[Coach] >>> VALID @Epoch: 163  >>> 
2023-09-21 14:57:47,053:	[Coach] >>> TEST  @Epoch: 163  >>> 
2023-09-21 14:57:50,265:	[Wall TIME] >>> ChiefCoach.train takes 3.211864 seconds ...
2023-09-21 14:57:50,332:	[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 6.23656
2023-09-21 14:57:50,332:	[Coach] >>> VALID @Epoch: 164  >>> 
2023-09-21 14:57:50,332:	[Coach] >>> TEST  @Epoch: 164  >>> 
2023-09-21 14:57:53,402:	[Wall TIME] >>> ChiefCoach.train takes 3.070147 seconds ...
2023-09-21 14:57:55,480:	[Wall TIME] >>> ChiefCoach.valid takes 2.010197 seconds ...
2023-09-21 14:57:55,480:	[Coach] >>> Better ***NDCG@10*** of ***0.0566*** 
2023-09-21 14:57:55,501:	[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 6.25467
2023-09-21 14:57:55,501:	[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0251 || HITRATE@5 Avg: 0.0672 || HITRATE@10 Avg: 0.0979 || NDCG@5 Avg: 0.0468 || NDCG@10 Avg: 0.0566
2023-09-21 14:57:55,501:	[Coach] >>> TEST  @Epoch: 165  >>> 
2023-09-21 14:57:58,685:	[Wall TIME] >>> ChiefCoach.train takes 3.183337 seconds ...
2023-09-21 14:57:58,748:	[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 6.22993
2023-09-21 14:57:58,749:	[Coach] >>> VALID @Epoch: 166  >>> 
2023-09-21 14:57:58,749:	[Coach] >>> TEST  @Epoch: 166  >>> 
2023-09-21 14:58:02,037:	[Wall TIME] >>> ChiefCoach.train takes 3.288109 seconds ...
2023-09-21 14:58:02,105:	[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 6.22391
2023-09-21 14:58:02,105:	[Coach] >>> VALID @Epoch: 167  >>> 
2023-09-21 14:58:02,105:	[Coach] >>> TEST  @Epoch: 167  >>> 
2023-09-21 14:58:05,242:	[Wall TIME] >>> ChiefCoach.train takes 3.136240 seconds ...
2023-09-21 14:58:05,306:	[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 6.23344
2023-09-21 14:58:05,306:	[Coach] >>> VALID @Epoch: 168  >>> 
2023-09-21 14:58:05,306:	[Coach] >>> TEST  @Epoch: 168  >>> 
2023-09-21 14:58:08,430:	[Wall TIME] >>> ChiefCoach.train takes 3.123540 seconds ...
2023-09-21 14:58:08,548:	[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 6.25963
2023-09-21 14:58:08,548:	[Coach] >>> VALID @Epoch: 169  >>> 
2023-09-21 14:58:08,548:	[Coach] >>> TEST  @Epoch: 169  >>> 
2023-09-21 14:58:11,663:	[Wall TIME] >>> ChiefCoach.train takes 3.114622 seconds ...
2023-09-21 14:58:13,724:	[Wall TIME] >>> ChiefCoach.valid takes 2.000176 seconds ...
2023-09-21 14:58:13,725:	[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 6.23728
2023-09-21 14:58:13,725:	[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0249 || HITRATE@5 Avg: 0.0662 || HITRATE@10 Avg: 0.0953 || NDCG@5 Avg: 0.0458 || NDCG@10 Avg: 0.0552
2023-09-21 14:58:13,725:	[Coach] >>> TEST  @Epoch: 170  >>> 
2023-09-21 14:58:16,868:	[Wall TIME] >>> ChiefCoach.train takes 3.142897 seconds ...
2023-09-21 14:58:16,946:	[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 6.23550
2023-09-21 14:58:16,946:	[Coach] >>> VALID @Epoch: 171  >>> 
2023-09-21 14:58:16,947:	[Coach] >>> TEST  @Epoch: 171  >>> 
2023-09-21 14:58:20,112:	[Wall TIME] >>> ChiefCoach.train takes 3.165440 seconds ...
2023-09-21 14:58:20,175:	[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 6.22059
2023-09-21 14:58:20,176:	[Coach] >>> VALID @Epoch: 172  >>> 
2023-09-21 14:58:20,176:	[Coach] >>> TEST  @Epoch: 172  >>> 
2023-09-21 14:58:23,345:	[Wall TIME] >>> ChiefCoach.train takes 3.168750 seconds ...
2023-09-21 14:58:23,405:	[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 6.21320
2023-09-21 14:58:23,406:	[Coach] >>> VALID @Epoch: 173  >>> 
2023-09-21 14:58:23,406:	[Coach] >>> TEST  @Epoch: 173  >>> 
2023-09-21 14:58:26,629:	[Wall TIME] >>> ChiefCoach.train takes 3.223224 seconds ...
2023-09-21 14:58:26,710:	[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 6.21766
2023-09-21 14:58:26,710:	[Coach] >>> VALID @Epoch: 174  >>> 
2023-09-21 14:58:26,710:	[Coach] >>> TEST  @Epoch: 174  >>> 
2023-09-21 14:58:29,894:	[Wall TIME] >>> ChiefCoach.train takes 3.184094 seconds ...
2023-09-21 14:58:31,886:	[Wall TIME] >>> ChiefCoach.valid takes 1.930418 seconds ...
2023-09-21 14:58:31,886:	[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 6.21999
2023-09-21 14:58:31,886:	[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0235 || HITRATE@5 Avg: 0.0668 || HITRATE@10 Avg: 0.0941 || NDCG@5 Avg: 0.0454 || NDCG@10 Avg: 0.0542
2023-09-21 14:58:31,886:	[Coach] >>> TEST  @Epoch: 175  >>> 
2023-09-21 14:58:35,024:	[Wall TIME] >>> ChiefCoach.train takes 3.136909 seconds ...
2023-09-21 14:58:35,095:	[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 6.21679
2023-09-21 14:58:35,095:	[Coach] >>> VALID @Epoch: 176  >>> 
2023-09-21 14:58:35,096:	[Coach] >>> TEST  @Epoch: 176  >>> 
2023-09-21 14:58:38,436:	[Wall TIME] >>> ChiefCoach.train takes 3.340061 seconds ...
2023-09-21 14:58:38,504:	[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 6.18553
2023-09-21 14:58:38,504:	[Coach] >>> VALID @Epoch: 177  >>> 
2023-09-21 14:58:38,504:	[Coach] >>> TEST  @Epoch: 177  >>> 
2023-09-21 14:58:41,572:	[Wall TIME] >>> ChiefCoach.train takes 3.067722 seconds ...
2023-09-21 14:58:41,633:	[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 6.18420
2023-09-21 14:58:41,633:	[Coach] >>> VALID @Epoch: 178  >>> 
2023-09-21 14:58:41,633:	[Coach] >>> TEST  @Epoch: 178  >>> 
2023-09-21 14:58:44,914:	[Wall TIME] >>> ChiefCoach.train takes 3.280491 seconds ...
2023-09-21 14:58:44,976:	[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 6.19263
2023-09-21 14:58:44,977:	[Coach] >>> VALID @Epoch: 179  >>> 
2023-09-21 14:58:44,977:	[Coach] >>> TEST  @Epoch: 179  >>> 
2023-09-21 14:58:48,094:	[Wall TIME] >>> ChiefCoach.train takes 3.117382 seconds ...
2023-09-21 14:58:50,204:	[Wall TIME] >>> ChiefCoach.valid takes 2.037137 seconds ...
2023-09-21 14:58:50,204:	[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 6.18835
2023-09-21 14:58:50,204:	[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0256 || HITRATE@5 Avg: 0.0659 || HITRATE@10 Avg: 0.0956 || NDCG@5 Avg: 0.0461 || NDCG@10 Avg: 0.0557
2023-09-21 14:58:50,204:	[Coach] >>> TEST  @Epoch: 180  >>> 
2023-09-21 14:58:53,342:	[Wall TIME] >>> ChiefCoach.train takes 3.137145 seconds ...
2023-09-21 14:58:53,525:	[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 6.18168
2023-09-21 14:58:53,525:	[Coach] >>> VALID @Epoch: 181  >>> 
2023-09-21 14:58:53,525:	[Coach] >>> TEST  @Epoch: 181  >>> 
2023-09-21 14:58:56,719:	[Wall TIME] >>> ChiefCoach.train takes 3.193846 seconds ...
2023-09-21 14:58:56,798:	[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 6.16920
2023-09-21 14:58:56,798:	[Coach] >>> VALID @Epoch: 182  >>> 
2023-09-21 14:58:56,799:	[Coach] >>> TEST  @Epoch: 182  >>> 
2023-09-21 14:58:59,900:	[Wall TIME] >>> ChiefCoach.train takes 3.101522 seconds ...
2023-09-21 14:59:00,034:	[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 6.18831
2023-09-21 14:59:00,035:	[Coach] >>> VALID @Epoch: 183  >>> 
2023-09-21 14:59:00,035:	[Coach] >>> TEST  @Epoch: 183  >>> 
2023-09-21 14:59:03,249:	[Wall TIME] >>> ChiefCoach.train takes 3.213457 seconds ...
2023-09-21 14:59:03,325:	[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 6.18086
2023-09-21 14:59:03,325:	[Coach] >>> VALID @Epoch: 184  >>> 
2023-09-21 14:59:03,325:	[Coach] >>> TEST  @Epoch: 184  >>> 
2023-09-21 14:59:06,623:	[Wall TIME] >>> ChiefCoach.train takes 3.297708 seconds ...
2023-09-21 14:59:08,745:	[Wall TIME] >>> ChiefCoach.valid takes 2.039004 seconds ...
2023-09-21 14:59:08,746:	[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 6.18192
2023-09-21 14:59:08,746:	[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0250 || HITRATE@5 Avg: 0.0674 || HITRATE@10 Avg: 0.0979 || NDCG@5 Avg: 0.0467 || NDCG@10 Avg: 0.0564
2023-09-21 14:59:08,746:	[Coach] >>> TEST  @Epoch: 185  >>> 
2023-09-21 14:59:11,935:	[Wall TIME] >>> ChiefCoach.train takes 3.188962 seconds ...
2023-09-21 14:59:12,003:	[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 6.16202
2023-09-21 14:59:12,003:	[Coach] >>> VALID @Epoch: 186  >>> 
2023-09-21 14:59:12,003:	[Coach] >>> TEST  @Epoch: 186  >>> 
2023-09-21 14:59:15,296:	[Wall TIME] >>> ChiefCoach.train takes 3.292384 seconds ...
2023-09-21 14:59:15,415:	[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 6.17615
2023-09-21 14:59:15,415:	[Coach] >>> VALID @Epoch: 187  >>> 
2023-09-21 14:59:15,415:	[Coach] >>> TEST  @Epoch: 187  >>> 
2023-09-21 14:59:18,617:	[Wall TIME] >>> ChiefCoach.train takes 3.201407 seconds ...
2023-09-21 14:59:18,809:	[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 6.14111
2023-09-21 14:59:18,809:	[Coach] >>> VALID @Epoch: 188  >>> 
2023-09-21 14:59:18,809:	[Coach] >>> TEST  @Epoch: 188  >>> 
2023-09-21 14:59:21,930:	[Wall TIME] >>> ChiefCoach.train takes 3.120013 seconds ...
2023-09-21 14:59:22,319:	[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 6.14134
2023-09-21 14:59:22,319:	[Coach] >>> VALID @Epoch: 189  >>> 
2023-09-21 14:59:22,319:	[Coach] >>> TEST  @Epoch: 189  >>> 
2023-09-21 14:59:25,550:	[Wall TIME] >>> ChiefCoach.train takes 3.230031 seconds ...
2023-09-21 14:59:27,575:	[Wall TIME] >>> ChiefCoach.valid takes 1.961687 seconds ...
2023-09-21 14:59:27,576:	[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 6.15174
2023-09-21 14:59:27,576:	[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0247 || HITRATE@5 Avg: 0.0651 || HITRATE@10 Avg: 0.0949 || NDCG@5 Avg: 0.0452 || NDCG@10 Avg: 0.0548
2023-09-21 14:59:27,576:	[Coach] >>> TEST  @Epoch: 190  >>> 
2023-09-21 14:59:30,647:	[Wall TIME] >>> ChiefCoach.train takes 3.070705 seconds ...
2023-09-21 14:59:30,840:	[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 6.11372
2023-09-21 14:59:30,840:	[Coach] >>> VALID @Epoch: 191  >>> 
2023-09-21 14:59:30,840:	[Coach] >>> TEST  @Epoch: 191  >>> 
2023-09-21 14:59:34,105:	[Wall TIME] >>> ChiefCoach.train takes 3.264971 seconds ...
2023-09-21 14:59:34,183:	[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 6.13534
2023-09-21 14:59:34,183:	[Coach] >>> VALID @Epoch: 192  >>> 
2023-09-21 14:59:34,184:	[Coach] >>> TEST  @Epoch: 192  >>> 
2023-09-21 14:59:37,515:	[Wall TIME] >>> ChiefCoach.train takes 3.331278 seconds ...
2023-09-21 14:59:37,576:	[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 6.17625
2023-09-21 14:59:37,576:	[Coach] >>> VALID @Epoch: 193  >>> 
2023-09-21 14:59:37,576:	[Coach] >>> TEST  @Epoch: 193  >>> 
2023-09-21 14:59:40,686:	[Wall TIME] >>> ChiefCoach.train takes 3.109743 seconds ...
2023-09-21 14:59:40,747:	[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 6.15488
2023-09-21 14:59:40,747:	[Coach] >>> VALID @Epoch: 194  >>> 
2023-09-21 14:59:40,747:	[Coach] >>> TEST  @Epoch: 194  >>> 
2023-09-21 14:59:43,947:	[Wall TIME] >>> ChiefCoach.train takes 3.199284 seconds ...
2023-09-21 14:59:45,951:	[Wall TIME] >>> ChiefCoach.valid takes 1.942177 seconds ...
2023-09-21 14:59:45,952:	[Coach] >>> Better ***NDCG@10*** of ***0.0578*** 
2023-09-21 14:59:45,975:	[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 6.13417
2023-09-21 14:59:45,975:	[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0262 || HITRATE@5 Avg: 0.0699 || HITRATE@10 Avg: 0.0991 || NDCG@5 Avg: 0.0484 || NDCG@10 Avg: 0.0578
2023-09-21 14:59:45,975:	[Coach] >>> TEST  @Epoch: 195  >>> 
2023-09-21 14:59:49,164:	[Wall TIME] >>> ChiefCoach.train takes 3.188816 seconds ...
2023-09-21 14:59:49,231:	[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 6.14897
2023-09-21 14:59:49,231:	[Coach] >>> VALID @Epoch: 196  >>> 
2023-09-21 14:59:49,231:	[Coach] >>> TEST  @Epoch: 196  >>> 
2023-09-21 14:59:52,423:	[Wall TIME] >>> ChiefCoach.train takes 3.191140 seconds ...
2023-09-21 14:59:52,498:	[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 6.11469
2023-09-21 14:59:52,499:	[Coach] >>> VALID @Epoch: 197  >>> 
2023-09-21 14:59:52,499:	[Coach] >>> TEST  @Epoch: 197  >>> 
2023-09-21 14:59:55,654:	[Wall TIME] >>> ChiefCoach.train takes 3.155232 seconds ...
2023-09-21 14:59:55,788:	[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 6.14396
2023-09-21 14:59:55,788:	[Coach] >>> VALID @Epoch: 198  >>> 
2023-09-21 14:59:55,788:	[Coach] >>> TEST  @Epoch: 198  >>> 
2023-09-21 14:59:59,068:	[Wall TIME] >>> ChiefCoach.train takes 3.279490 seconds ...
2023-09-21 14:59:59,133:	[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 6.11652
2023-09-21 14:59:59,133:	[Coach] >>> VALID @Epoch: 199  >>> 
2023-09-21 14:59:59,133:	[Coach] >>> TEST  @Epoch: 199  >>> 
2023-09-21 15:00:02,243:	[Wall TIME] >>> ChiefCoach.train takes 3.110172 seconds ...
2023-09-21 15:00:04,371:	[Wall TIME] >>> ChiefCoach.valid takes 2.064443 seconds ...
2023-09-21 15:00:04,372:	[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 6.12073
2023-09-21 15:00:04,372:	[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0244 || HITRATE@5 Avg: 0.0675 || HITRATE@10 Avg: 0.0949 || NDCG@5 Avg: 0.0463 || NDCG@10 Avg: 0.0551
2023-09-21 15:00:04,372:	[Coach] >>> TEST  @Epoch: 200  >>> 
2023-09-21 15:00:07,608:	[Wall TIME] >>> ChiefCoach.train takes 3.235487 seconds ...
2023-09-21 15:00:07,672:	[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 6.13292
2023-09-21 15:00:07,672:	[Coach] >>> VALID @Epoch: 201  >>> 
2023-09-21 15:00:07,672:	[Coach] >>> TEST  @Epoch: 201  >>> 
2023-09-21 15:00:10,920:	[Wall TIME] >>> ChiefCoach.train takes 3.247153 seconds ...
2023-09-21 15:00:11,037:	[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 6.11656
2023-09-21 15:00:11,038:	[Coach] >>> VALID @Epoch: 202  >>> 
2023-09-21 15:00:11,038:	[Coach] >>> TEST  @Epoch: 202  >>> 
2023-09-21 15:00:14,167:	[Wall TIME] >>> ChiefCoach.train takes 3.128854 seconds ...
2023-09-21 15:00:14,239:	[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 6.11971
2023-09-21 15:00:14,239:	[Coach] >>> VALID @Epoch: 203  >>> 
2023-09-21 15:00:14,239:	[Coach] >>> TEST  @Epoch: 203  >>> 
2023-09-21 15:00:17,424:	[Wall TIME] >>> ChiefCoach.train takes 3.184215 seconds ...
2023-09-21 15:00:17,488:	[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 6.09134
2023-09-21 15:00:17,488:	[Coach] >>> VALID @Epoch: 204  >>> 
2023-09-21 15:00:17,489:	[Coach] >>> TEST  @Epoch: 204  >>> 
2023-09-21 15:00:20,583:	[Wall TIME] >>> ChiefCoach.train takes 3.094495 seconds ...
2023-09-21 15:00:22,657:	[Wall TIME] >>> ChiefCoach.valid takes 2.009961 seconds ...
2023-09-21 15:00:22,657:	[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 6.11889
2023-09-21 15:00:22,657:	[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0234 || HITRATE@5 Avg: 0.0660 || HITRATE@10 Avg: 0.0951 || NDCG@5 Avg: 0.0452 || NDCG@10 Avg: 0.0546
2023-09-21 15:00:22,657:	[Coach] >>> TEST  @Epoch: 205  >>> 
2023-09-21 15:00:25,807:	[Wall TIME] >>> ChiefCoach.train takes 3.149588 seconds ...
2023-09-21 15:00:25,884:	[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 6.11453
2023-09-21 15:00:25,885:	[Coach] >>> VALID @Epoch: 206  >>> 
2023-09-21 15:00:25,885:	[Coach] >>> TEST  @Epoch: 206  >>> 
2023-09-21 15:00:29,117:	[Wall TIME] >>> ChiefCoach.train takes 3.231980 seconds ...
2023-09-21 15:00:29,178:	[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 6.09477
2023-09-21 15:00:29,178:	[Coach] >>> VALID @Epoch: 207  >>> 
2023-09-21 15:00:29,178:	[Coach] >>> TEST  @Epoch: 207  >>> 
2023-09-21 15:00:32,323:	[Wall TIME] >>> ChiefCoach.train takes 3.144584 seconds ...
2023-09-21 15:00:32,478:	[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 6.10003
2023-09-21 15:00:32,479:	[Coach] >>> VALID @Epoch: 208  >>> 
2023-09-21 15:00:32,479:	[Coach] >>> TEST  @Epoch: 208  >>> 
2023-09-21 15:00:35,652:	[Wall TIME] >>> ChiefCoach.train takes 3.173044 seconds ...
2023-09-21 15:00:35,727:	[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 6.11908
2023-09-21 15:00:35,727:	[Coach] >>> VALID @Epoch: 209  >>> 
2023-09-21 15:00:35,727:	[Coach] >>> TEST  @Epoch: 209  >>> 
2023-09-21 15:00:39,021:	[Wall TIME] >>> ChiefCoach.train takes 3.293849 seconds ...
2023-09-21 15:00:41,091:	[Wall TIME] >>> ChiefCoach.valid takes 1.993052 seconds ...
2023-09-21 15:00:41,091:	[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 6.13950
2023-09-21 15:00:41,091:	[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0240 || HITRATE@5 Avg: 0.0672 || HITRATE@10 Avg: 0.0953 || NDCG@5 Avg: 0.0459 || NDCG@10 Avg: 0.0549
2023-09-21 15:00:41,091:	[Coach] >>> TEST  @Epoch: 210  >>> 
2023-09-21 15:00:44,265:	[Wall TIME] >>> ChiefCoach.train takes 3.173784 seconds ...
2023-09-21 15:00:44,327:	[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 6.07312
2023-09-21 15:00:44,327:	[Coach] >>> VALID @Epoch: 211  >>> 
2023-09-21 15:00:44,327:	[Coach] >>> TEST  @Epoch: 211  >>> 
2023-09-21 15:00:47,563:	[Wall TIME] >>> ChiefCoach.train takes 3.236101 seconds ...
2023-09-21 15:00:47,625:	[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 6.10773
2023-09-21 15:00:47,625:	[Coach] >>> VALID @Epoch: 212  >>> 
2023-09-21 15:00:47,625:	[Coach] >>> TEST  @Epoch: 212  >>> 
2023-09-21 15:00:50,936:	[Wall TIME] >>> ChiefCoach.train takes 3.311177 seconds ...
2023-09-21 15:00:51,002:	[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 6.09741
2023-09-21 15:00:51,002:	[Coach] >>> VALID @Epoch: 213  >>> 
2023-09-21 15:00:51,002:	[Coach] >>> TEST  @Epoch: 213  >>> 
2023-09-21 15:00:54,122:	[Wall TIME] >>> ChiefCoach.train takes 3.120074 seconds ...
2023-09-21 15:00:54,183:	[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 6.10602
2023-09-21 15:00:54,183:	[Coach] >>> VALID @Epoch: 214  >>> 
2023-09-21 15:00:54,183:	[Coach] >>> TEST  @Epoch: 214  >>> 
2023-09-21 15:00:57,329:	[Wall TIME] >>> ChiefCoach.train takes 3.144895 seconds ...
2023-09-21 15:00:59,395:	[Wall TIME] >>> ChiefCoach.valid takes 2.001202 seconds ...
2023-09-21 15:00:59,395:	[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 6.08406
2023-09-21 15:00:59,395:	[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0232 || HITRATE@5 Avg: 0.0655 || HITRATE@10 Avg: 0.0951 || NDCG@5 Avg: 0.0446 || NDCG@10 Avg: 0.0541
2023-09-21 15:00:59,395:	[Coach] >>> TEST  @Epoch: 215  >>> 
2023-09-21 15:01:02,579:	[Wall TIME] >>> ChiefCoach.train takes 3.183700 seconds ...
2023-09-21 15:01:02,655:	[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 6.10532
2023-09-21 15:01:02,655:	[Coach] >>> VALID @Epoch: 216  >>> 
2023-09-21 15:01:02,655:	[Coach] >>> TEST  @Epoch: 216  >>> 
2023-09-21 15:01:05,785:	[Wall TIME] >>> ChiefCoach.train takes 3.129743 seconds ...
2023-09-21 15:01:05,849:	[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 6.07009
2023-09-21 15:01:05,849:	[Coach] >>> VALID @Epoch: 217  >>> 
2023-09-21 15:01:05,849:	[Coach] >>> TEST  @Epoch: 217  >>> 
2023-09-21 15:01:09,033:	[Wall TIME] >>> ChiefCoach.train takes 3.183632 seconds ...
2023-09-21 15:01:09,094:	[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 6.08618
2023-09-21 15:01:09,095:	[Coach] >>> VALID @Epoch: 218  >>> 
2023-09-21 15:01:09,095:	[Coach] >>> TEST  @Epoch: 218  >>> 
2023-09-21 15:01:12,168:	[Wall TIME] >>> ChiefCoach.train takes 3.073588 seconds ...
2023-09-21 15:01:12,235:	[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 6.09972
2023-09-21 15:01:12,235:	[Coach] >>> VALID @Epoch: 219  >>> 
2023-09-21 15:01:12,236:	[Coach] >>> TEST  @Epoch: 219  >>> 
2023-09-21 15:01:15,410:	[Wall TIME] >>> ChiefCoach.train takes 3.174251 seconds ...
2023-09-21 15:01:17,549:	[Wall TIME] >>> ChiefCoach.valid takes 2.072402 seconds ...
2023-09-21 15:01:17,549:	[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 6.09594
2023-09-21 15:01:17,549:	[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0235 || HITRATE@5 Avg: 0.0672 || HITRATE@10 Avg: 0.0947 || NDCG@5 Avg: 0.0456 || NDCG@10 Avg: 0.0544
2023-09-21 15:01:17,549:	[Coach] >>> TEST  @Epoch: 220  >>> 
2023-09-21 15:01:20,692:	[Wall TIME] >>> ChiefCoach.train takes 3.142781 seconds ...
2023-09-21 15:01:20,763:	[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 6.06926
2023-09-21 15:01:20,763:	[Coach] >>> VALID @Epoch: 221  >>> 
2023-09-21 15:01:20,763:	[Coach] >>> TEST  @Epoch: 221  >>> 
2023-09-21 15:01:23,998:	[Wall TIME] >>> ChiefCoach.train takes 3.234962 seconds ...
2023-09-21 15:01:24,079:	[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 6.07606
2023-09-21 15:01:24,079:	[Coach] >>> VALID @Epoch: 222  >>> 
2023-09-21 15:01:24,079:	[Coach] >>> TEST  @Epoch: 222  >>> 
2023-09-21 15:01:27,334:	[Wall TIME] >>> ChiefCoach.train takes 3.254630 seconds ...
2023-09-21 15:01:27,399:	[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 6.08750
2023-09-21 15:01:27,399:	[Coach] >>> VALID @Epoch: 223  >>> 
2023-09-21 15:01:27,399:	[Coach] >>> TEST  @Epoch: 223  >>> 
2023-09-21 15:01:30,528:	[Wall TIME] >>> ChiefCoach.train takes 3.128931 seconds ...
2023-09-21 15:01:30,600:	[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 6.06773
2023-09-21 15:01:30,600:	[Coach] >>> VALID @Epoch: 224  >>> 
2023-09-21 15:01:30,600:	[Coach] >>> TEST  @Epoch: 224  >>> 
2023-09-21 15:01:33,887:	[Wall TIME] >>> ChiefCoach.train takes 3.286349 seconds ...
2023-09-21 15:01:35,938:	[Wall TIME] >>> ChiefCoach.valid takes 1.988201 seconds ...
2023-09-21 15:01:35,939:	[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 6.06796
2023-09-21 15:01:35,939:	[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0234 || HITRATE@5 Avg: 0.0671 || HITRATE@10 Avg: 0.0960 || NDCG@5 Avg: 0.0456 || NDCG@10 Avg: 0.0549
2023-09-21 15:01:35,939:	[Coach] >>> TEST  @Epoch: 225  >>> 
2023-09-21 15:01:39,127:	[Wall TIME] >>> ChiefCoach.train takes 3.187673 seconds ...
2023-09-21 15:01:39,190:	[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 6.08180
2023-09-21 15:01:39,190:	[Coach] >>> VALID @Epoch: 226  >>> 
2023-09-21 15:01:39,191:	[Coach] >>> TEST  @Epoch: 226  >>> 
2023-09-21 15:01:42,472:	[Wall TIME] >>> ChiefCoach.train takes 3.281580 seconds ...
2023-09-21 15:01:42,539:	[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 6.06840
2023-09-21 15:01:42,539:	[Coach] >>> VALID @Epoch: 227  >>> 
2023-09-21 15:01:42,539:	[Coach] >>> TEST  @Epoch: 227  >>> 
2023-09-21 15:01:45,657:	[Wall TIME] >>> ChiefCoach.train takes 3.117394 seconds ...
2023-09-21 15:01:45,718:	[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 6.05162
2023-09-21 15:01:45,718:	[Coach] >>> VALID @Epoch: 228  >>> 
2023-09-21 15:01:45,718:	[Coach] >>> TEST  @Epoch: 228  >>> 
2023-09-21 15:01:48,891:	[Wall TIME] >>> ChiefCoach.train takes 3.173389 seconds ...
2023-09-21 15:01:48,961:	[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 6.05205
2023-09-21 15:01:48,961:	[Coach] >>> VALID @Epoch: 229  >>> 
2023-09-21 15:01:48,961:	[Coach] >>> TEST  @Epoch: 229  >>> 
2023-09-21 15:01:52,151:	[Wall TIME] >>> ChiefCoach.train takes 3.189763 seconds ...
2023-09-21 15:01:54,200:	[Wall TIME] >>> ChiefCoach.valid takes 1.984651 seconds ...
2023-09-21 15:01:54,200:	[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 6.05857
2023-09-21 15:01:54,200:	[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0237 || HITRATE@5 Avg: 0.0651 || HITRATE@10 Avg: 0.0940 || NDCG@5 Avg: 0.0450 || NDCG@10 Avg: 0.0544
2023-09-21 15:01:54,201:	[Coach] >>> TEST  @Epoch: 230  >>> 
2023-09-21 15:01:57,311:	[Wall TIME] >>> ChiefCoach.train takes 3.110231 seconds ...
2023-09-21 15:01:57,372:	[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 6.04126
2023-09-21 15:01:57,373:	[Coach] >>> VALID @Epoch: 231  >>> 
2023-09-21 15:01:57,373:	[Coach] >>> TEST  @Epoch: 231  >>> 
2023-09-21 15:02:00,644:	[Wall TIME] >>> ChiefCoach.train takes 3.271303 seconds ...
2023-09-21 15:02:00,713:	[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 6.07133
2023-09-21 15:02:00,713:	[Coach] >>> VALID @Epoch: 232  >>> 
2023-09-21 15:02:00,713:	[Coach] >>> TEST  @Epoch: 232  >>> 
2023-09-21 15:02:03,879:	[Wall TIME] >>> ChiefCoach.train takes 3.165795 seconds ...
2023-09-21 15:02:03,948:	[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 6.04382
2023-09-21 15:02:03,948:	[Coach] >>> VALID @Epoch: 233  >>> 
2023-09-21 15:02:03,948:	[Coach] >>> TEST  @Epoch: 233  >>> 
2023-09-21 15:02:07,080:	[Wall TIME] >>> ChiefCoach.train takes 3.131191 seconds ...
2023-09-21 15:02:07,141:	[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 6.04716
2023-09-21 15:02:07,142:	[Coach] >>> VALID @Epoch: 234  >>> 
2023-09-21 15:02:07,142:	[Coach] >>> TEST  @Epoch: 234  >>> 
2023-09-21 15:02:10,384:	[Wall TIME] >>> ChiefCoach.train takes 3.241993 seconds ...
2023-09-21 15:02:12,455:	[Wall TIME] >>> ChiefCoach.valid takes 1.993656 seconds ...
2023-09-21 15:02:12,455:	[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 6.06253
2023-09-21 15:02:12,455:	[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0234 || HITRATE@5 Avg: 0.0656 || HITRATE@10 Avg: 0.0962 || NDCG@5 Avg: 0.0450 || NDCG@10 Avg: 0.0548
2023-09-21 15:02:12,455:	[Coach] >>> TEST  @Epoch: 235  >>> 
2023-09-21 15:02:15,684:	[Wall TIME] >>> ChiefCoach.train takes 3.228731 seconds ...
2023-09-21 15:02:15,748:	[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 6.06403
2023-09-21 15:02:15,749:	[Coach] >>> VALID @Epoch: 236  >>> 
2023-09-21 15:02:15,749:	[Coach] >>> TEST  @Epoch: 236  >>> 
2023-09-21 15:02:18,928:	[Wall TIME] >>> ChiefCoach.train takes 3.179006 seconds ...
2023-09-21 15:02:19,002:	[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 6.03501
2023-09-21 15:02:19,002:	[Coach] >>> VALID @Epoch: 237  >>> 
2023-09-21 15:02:19,002:	[Coach] >>> TEST  @Epoch: 237  >>> 
2023-09-21 15:02:22,178:	[Wall TIME] >>> ChiefCoach.train takes 3.176358 seconds ...
2023-09-21 15:02:22,247:	[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 6.05902
2023-09-21 15:02:22,247:	[Coach] >>> VALID @Epoch: 238  >>> 
2023-09-21 15:02:22,247:	[Coach] >>> TEST  @Epoch: 238  >>> 
2023-09-21 15:02:25,366:	[Wall TIME] >>> ChiefCoach.train takes 3.117992 seconds ...
2023-09-21 15:02:25,427:	[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 6.05644
2023-09-21 15:02:25,427:	[Coach] >>> VALID @Epoch: 239  >>> 
2023-09-21 15:02:25,427:	[Coach] >>> TEST  @Epoch: 239  >>> 
2023-09-21 15:02:28,644:	[Wall TIME] >>> ChiefCoach.train takes 3.216670 seconds ...
2023-09-21 15:02:30,767:	[Wall TIME] >>> ChiefCoach.valid takes 2.050487 seconds ...
2023-09-21 15:02:30,768:	[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 6.04399
2023-09-21 15:02:30,768:	[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0241 || HITRATE@5 Avg: 0.0666 || HITRATE@10 Avg: 0.0939 || NDCG@5 Avg: 0.0457 || NDCG@10 Avg: 0.0545
2023-09-21 15:02:30,768:	[Coach] >>> TEST  @Epoch: 240  >>> 
2023-09-21 15:02:33,886:	[Wall TIME] >>> ChiefCoach.train takes 3.118097 seconds ...
2023-09-21 15:02:33,951:	[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 6.06863
2023-09-21 15:02:33,951:	[Coach] >>> VALID @Epoch: 241  >>> 
2023-09-21 15:02:33,951:	[Coach] >>> TEST  @Epoch: 241  >>> 
2023-09-21 15:02:37,153:	[Wall TIME] >>> ChiefCoach.train takes 3.202081 seconds ...
2023-09-21 15:02:37,215:	[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 6.02135
2023-09-21 15:02:37,215:	[Coach] >>> VALID @Epoch: 242  >>> 
2023-09-21 15:02:37,215:	[Coach] >>> TEST  @Epoch: 242  >>> 
2023-09-21 15:02:40,374:	[Wall TIME] >>> ChiefCoach.train takes 3.158965 seconds ...
2023-09-21 15:02:40,435:	[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 6.01668
2023-09-21 15:02:40,436:	[Coach] >>> VALID @Epoch: 243  >>> 
2023-09-21 15:02:40,436:	[Coach] >>> TEST  @Epoch: 243  >>> 
2023-09-21 15:02:43,538:	[Wall TIME] >>> ChiefCoach.train takes 3.101766 seconds ...
2023-09-21 15:02:43,602:	[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 6.00690
2023-09-21 15:02:43,602:	[Coach] >>> VALID @Epoch: 244  >>> 
2023-09-21 15:02:43,602:	[Coach] >>> TEST  @Epoch: 244  >>> 
2023-09-21 15:02:46,708:	[Wall TIME] >>> ChiefCoach.train takes 3.105848 seconds ...
2023-09-21 15:02:48,742:	[Wall TIME] >>> ChiefCoach.valid takes 1.967209 seconds ...
2023-09-21 15:02:48,742:	[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 6.05139
2023-09-21 15:02:48,742:	[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0242 || HITRATE@5 Avg: 0.0662 || HITRATE@10 Avg: 0.0956 || NDCG@5 Avg: 0.0453 || NDCG@10 Avg: 0.0548
2023-09-21 15:02:48,742:	[Coach] >>> TEST  @Epoch: 245  >>> 
2023-09-21 15:02:51,918:	[Wall TIME] >>> ChiefCoach.train takes 3.175273 seconds ...
2023-09-21 15:02:51,979:	[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 6.00610
2023-09-21 15:02:51,979:	[Coach] >>> VALID @Epoch: 246  >>> 
2023-09-21 15:02:51,979:	[Coach] >>> TEST  @Epoch: 246  >>> 
2023-09-21 15:02:55,155:	[Wall TIME] >>> ChiefCoach.train takes 3.175649 seconds ...
2023-09-21 15:02:55,314:	[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 6.06263
2023-09-21 15:02:55,315:	[Coach] >>> VALID @Epoch: 247  >>> 
2023-09-21 15:02:55,315:	[Coach] >>> TEST  @Epoch: 247  >>> 
2023-09-21 15:02:58,568:	[Wall TIME] >>> ChiefCoach.train takes 3.252789 seconds ...
2023-09-21 15:02:58,636:	[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 6.03773
2023-09-21 15:02:58,636:	[Coach] >>> VALID @Epoch: 248  >>> 
2023-09-21 15:02:58,636:	[Coach] >>> TEST  @Epoch: 248  >>> 
2023-09-21 15:03:01,822:	[Wall TIME] >>> ChiefCoach.train takes 3.185172 seconds ...
2023-09-21 15:03:01,889:	[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 6.03424
2023-09-21 15:03:01,889:	[Coach] >>> VALID @Epoch: 249  >>> 
2023-09-21 15:03:01,889:	[Coach] >>> TEST  @Epoch: 249  >>> 
2023-09-21 15:03:05,029:	[Wall TIME] >>> ChiefCoach.train takes 3.139013 seconds ...
2023-09-21 15:03:07,071:	[Wall TIME] >>> ChiefCoach.valid takes 1.976883 seconds ...
2023-09-21 15:03:07,071:	[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 6.04644
2023-09-21 15:03:07,071:	[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0248 || HITRATE@5 Avg: 0.0654 || HITRATE@10 Avg: 0.0973 || NDCG@5 Avg: 0.0451 || NDCG@10 Avg: 0.0554
2023-09-21 15:03:07,072:	[Coach] >>> TEST  @Epoch: 250  >>> 
2023-09-21 15:03:10,313:	[Wall TIME] >>> ChiefCoach.train takes 3.241569 seconds ...
2023-09-21 15:03:10,379:	[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 6.02602
2023-09-21 15:03:10,379:	[Coach] >>> VALID @Epoch: 251  >>> 
2023-09-21 15:03:10,379:	[Coach] >>> TEST  @Epoch: 251  >>> 
2023-09-21 15:03:13,629:	[Wall TIME] >>> ChiefCoach.train takes 3.249802 seconds ...
2023-09-21 15:03:13,695:	[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 6.02375
2023-09-21 15:03:13,696:	[Coach] >>> VALID @Epoch: 252  >>> 
2023-09-21 15:03:13,696:	[Coach] >>> TEST  @Epoch: 252  >>> 
2023-09-21 15:03:16,802:	[Wall TIME] >>> ChiefCoach.train takes 3.105975 seconds ...
2023-09-21 15:03:16,874:	[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 6.03775
2023-09-21 15:03:16,875:	[Coach] >>> VALID @Epoch: 253  >>> 
2023-09-21 15:03:16,875:	[Coach] >>> TEST  @Epoch: 253  >>> 
2023-09-21 15:03:20,107:	[Wall TIME] >>> ChiefCoach.train takes 3.231793 seconds ...
2023-09-21 15:03:20,179:	[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 6.02091
2023-09-21 15:03:20,180:	[Coach] >>> VALID @Epoch: 254  >>> 
2023-09-21 15:03:20,180:	[Coach] >>> TEST  @Epoch: 254  >>> 
2023-09-21 15:03:23,323:	[Wall TIME] >>> ChiefCoach.train takes 3.142818 seconds ...
2023-09-21 15:03:25,425:	[Wall TIME] >>> ChiefCoach.valid takes 1.977999 seconds ...
2023-09-21 15:03:25,425:	[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 6.04602
2023-09-21 15:03:25,425:	[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0241 || HITRATE@5 Avg: 0.0666 || HITRATE@10 Avg: 0.0954 || NDCG@5 Avg: 0.0458 || NDCG@10 Avg: 0.0551
2023-09-21 15:03:25,425:	[Coach] >>> TEST  @Epoch: 255  >>> 
2023-09-21 15:03:28,558:	[Wall TIME] >>> ChiefCoach.train takes 3.132407 seconds ...
2023-09-21 15:03:28,667:	[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 6.01227
2023-09-21 15:03:28,667:	[Coach] >>> VALID @Epoch: 256  >>> 
2023-09-21 15:03:28,667:	[Coach] >>> TEST  @Epoch: 256  >>> 
2023-09-21 15:03:31,773:	[Wall TIME] >>> ChiefCoach.train takes 3.105083 seconds ...
2023-09-21 15:03:31,837:	[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 6.03645
2023-09-21 15:03:31,837:	[Coach] >>> VALID @Epoch: 257  >>> 
2023-09-21 15:03:31,837:	[Coach] >>> TEST  @Epoch: 257  >>> 
2023-09-21 15:03:35,015:	[Wall TIME] >>> ChiefCoach.train takes 3.177680 seconds ...
2023-09-21 15:03:35,079:	[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 6.00625
2023-09-21 15:03:35,079:	[Coach] >>> VALID @Epoch: 258  >>> 
2023-09-21 15:03:35,079:	[Coach] >>> TEST  @Epoch: 258  >>> 
2023-09-21 15:03:38,191:	[Wall TIME] >>> ChiefCoach.train takes 3.111861 seconds ...
2023-09-21 15:03:38,254:	[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 5.99624
2023-09-21 15:03:38,255:	[Coach] >>> VALID @Epoch: 259  >>> 
2023-09-21 15:03:38,255:	[Coach] >>> TEST  @Epoch: 259  >>> 
2023-09-21 15:03:41,372:	[Wall TIME] >>> ChiefCoach.train takes 3.117049 seconds ...
2023-09-21 15:03:43,427:	[Wall TIME] >>> ChiefCoach.valid takes 1.982002 seconds ...
2023-09-21 15:03:43,428:	[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 6.01333
2023-09-21 15:03:43,428:	[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0237 || HITRATE@5 Avg: 0.0657 || HITRATE@10 Avg: 0.0958 || NDCG@5 Avg: 0.0450 || NDCG@10 Avg: 0.0547
2023-09-21 15:03:43,428:	[Coach] >>> TEST  @Epoch: 260  >>> 
2023-09-21 15:03:46,539:	[Wall TIME] >>> ChiefCoach.train takes 3.110813 seconds ...
2023-09-21 15:03:46,602:	[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 6.01478
2023-09-21 15:03:46,602:	[Coach] >>> VALID @Epoch: 261  >>> 
2023-09-21 15:03:46,602:	[Coach] >>> TEST  @Epoch: 261  >>> 
2023-09-21 15:03:49,802:	[Wall TIME] >>> ChiefCoach.train takes 3.200128 seconds ...
2023-09-21 15:03:49,874:	[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 5.99762
2023-09-21 15:03:49,874:	[Coach] >>> VALID @Epoch: 262  >>> 
2023-09-21 15:03:49,874:	[Coach] >>> TEST  @Epoch: 262  >>> 
2023-09-21 15:03:53,106:	[Wall TIME] >>> ChiefCoach.train takes 3.231670 seconds ...
2023-09-21 15:03:53,167:	[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 5.99588
2023-09-21 15:03:53,168:	[Coach] >>> VALID @Epoch: 263  >>> 
2023-09-21 15:03:53,168:	[Coach] >>> TEST  @Epoch: 263  >>> 
2023-09-21 15:03:56,286:	[Wall TIME] >>> ChiefCoach.train takes 3.118593 seconds ...
2023-09-21 15:03:56,348:	[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 5.97065
2023-09-21 15:03:56,348:	[Coach] >>> VALID @Epoch: 264  >>> 
2023-09-21 15:03:56,348:	[Coach] >>> TEST  @Epoch: 264  >>> 
2023-09-21 15:03:59,582:	[Wall TIME] >>> ChiefCoach.train takes 3.234458 seconds ...
2023-09-21 15:04:01,644:	[Wall TIME] >>> ChiefCoach.valid takes 1.992658 seconds ...
2023-09-21 15:04:01,644:	[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 6.02600
2023-09-21 15:04:01,644:	[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0256 || HITRATE@5 Avg: 0.0635 || HITRATE@10 Avg: 0.0942 || NDCG@5 Avg: 0.0448 || NDCG@10 Avg: 0.0547
2023-09-21 15:04:01,644:	[Coach] >>> TEST  @Epoch: 265  >>> 
2023-09-21 15:04:04,823:	[Wall TIME] >>> ChiefCoach.train takes 3.178277 seconds ...
2023-09-21 15:04:04,889:	[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 5.99428
2023-09-21 15:04:04,889:	[Coach] >>> VALID @Epoch: 266  >>> 
2023-09-21 15:04:04,889:	[Coach] >>> TEST  @Epoch: 266  >>> 
2023-09-21 15:04:08,127:	[Wall TIME] >>> ChiefCoach.train takes 3.237820 seconds ...
2023-09-21 15:04:08,194:	[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 6.00393
2023-09-21 15:04:08,194:	[Coach] >>> VALID @Epoch: 267  >>> 
2023-09-21 15:04:08,194:	[Coach] >>> TEST  @Epoch: 267  >>> 
2023-09-21 15:04:11,307:	[Wall TIME] >>> ChiefCoach.train takes 3.112416 seconds ...
2023-09-21 15:04:11,383:	[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 5.99058
2023-09-21 15:04:11,383:	[Coach] >>> VALID @Epoch: 268  >>> 
2023-09-21 15:04:11,383:	[Coach] >>> TEST  @Epoch: 268  >>> 
2023-09-21 15:04:14,590:	[Wall TIME] >>> ChiefCoach.train takes 3.206618 seconds ...
2023-09-21 15:04:14,655:	[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 5.97975
2023-09-21 15:04:14,656:	[Coach] >>> VALID @Epoch: 269  >>> 
2023-09-21 15:04:14,656:	[Coach] >>> TEST  @Epoch: 269  >>> 
2023-09-21 15:04:17,927:	[Wall TIME] >>> ChiefCoach.train takes 3.271335 seconds ...
2023-09-21 15:04:19,922:	[Wall TIME] >>> ChiefCoach.valid takes 1.925310 seconds ...
2023-09-21 15:04:19,922:	[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 5.98779
2023-09-21 15:04:19,922:	[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0236 || HITRATE@5 Avg: 0.0654 || HITRATE@10 Avg: 0.0926 || NDCG@5 Avg: 0.0447 || NDCG@10 Avg: 0.0534
2023-09-21 15:04:19,922:	[Coach] >>> TEST  @Epoch: 270  >>> 
2023-09-21 15:04:23,129:	[Wall TIME] >>> ChiefCoach.train takes 3.206235 seconds ...
2023-09-21 15:04:23,320:	[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 5.99682
2023-09-21 15:04:23,320:	[Coach] >>> VALID @Epoch: 271  >>> 
2023-09-21 15:04:23,320:	[Coach] >>> TEST  @Epoch: 271  >>> 
2023-09-21 15:04:26,571:	[Wall TIME] >>> ChiefCoach.train takes 3.250345 seconds ...
2023-09-21 15:04:26,640:	[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 5.97722
2023-09-21 15:04:26,640:	[Coach] >>> VALID @Epoch: 272  >>> 
2023-09-21 15:04:26,640:	[Coach] >>> TEST  @Epoch: 272  >>> 
2023-09-21 15:04:29,717:	[Wall TIME] >>> ChiefCoach.train takes 3.076725 seconds ...
2023-09-21 15:04:29,781:	[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 6.00487
2023-09-21 15:04:29,781:	[Coach] >>> VALID @Epoch: 273  >>> 
2023-09-21 15:04:29,781:	[Coach] >>> TEST  @Epoch: 273  >>> 
2023-09-21 15:04:33,023:	[Wall TIME] >>> ChiefCoach.train takes 3.241646 seconds ...
2023-09-21 15:04:33,089:	[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 5.99109
2023-09-21 15:04:33,089:	[Coach] >>> VALID @Epoch: 274  >>> 
2023-09-21 15:04:33,089:	[Coach] >>> TEST  @Epoch: 274  >>> 
2023-09-21 15:04:36,250:	[Wall TIME] >>> ChiefCoach.train takes 3.160134 seconds ...
2023-09-21 15:04:38,387:	[Wall TIME] >>> ChiefCoach.valid takes 2.073854 seconds ...
2023-09-21 15:04:38,387:	[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 5.98414
2023-09-21 15:04:38,387:	[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0236 || HITRATE@5 Avg: 0.0676 || HITRATE@10 Avg: 0.0942 || NDCG@5 Avg: 0.0459 || NDCG@10 Avg: 0.0544
2023-09-21 15:04:38,387:	[Coach] >>> TEST  @Epoch: 275  >>> 
2023-09-21 15:04:41,539:	[Wall TIME] >>> ChiefCoach.train takes 3.151288 seconds ...
2023-09-21 15:04:41,616:	[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 5.99880
2023-09-21 15:04:41,616:	[Coach] >>> VALID @Epoch: 276  >>> 
2023-09-21 15:04:41,616:	[Coach] >>> TEST  @Epoch: 276  >>> 
2023-09-21 15:04:44,714:	[Wall TIME] >>> ChiefCoach.train takes 3.097908 seconds ...
2023-09-21 15:04:44,787:	[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 6.00595
2023-09-21 15:04:44,787:	[Coach] >>> VALID @Epoch: 277  >>> 
2023-09-21 15:04:44,787:	[Coach] >>> TEST  @Epoch: 277  >>> 
2023-09-21 15:04:48,030:	[Wall TIME] >>> ChiefCoach.train takes 3.242333 seconds ...
2023-09-21 15:04:48,096:	[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 5.97971
2023-09-21 15:04:48,096:	[Coach] >>> VALID @Epoch: 278  >>> 
2023-09-21 15:04:48,096:	[Coach] >>> TEST  @Epoch: 278  >>> 
2023-09-21 15:04:51,230:	[Wall TIME] >>> ChiefCoach.train takes 3.133889 seconds ...
2023-09-21 15:04:51,294:	[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 5.97446
2023-09-21 15:04:51,294:	[Coach] >>> VALID @Epoch: 279  >>> 
2023-09-21 15:04:51,294:	[Coach] >>> TEST  @Epoch: 279  >>> 
2023-09-21 15:04:54,477:	[Wall TIME] >>> ChiefCoach.train takes 3.183116 seconds ...
2023-09-21 15:04:56,591:	[Wall TIME] >>> ChiefCoach.valid takes 2.048715 seconds ...
2023-09-21 15:04:56,591:	[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 5.95308
2023-09-21 15:04:56,591:	[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0242 || HITRATE@5 Avg: 0.0676 || HITRATE@10 Avg: 0.0966 || NDCG@5 Avg: 0.0461 || NDCG@10 Avg: 0.0554
2023-09-21 15:04:56,591:	[Coach] >>> TEST  @Epoch: 280  >>> 
2023-09-21 15:04:59,790:	[Wall TIME] >>> ChiefCoach.train takes 3.198474 seconds ...
2023-09-21 15:04:59,854:	[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 5.96157
2023-09-21 15:04:59,854:	[Coach] >>> VALID @Epoch: 281  >>> 
2023-09-21 15:04:59,854:	[Coach] >>> TEST  @Epoch: 281  >>> 
2023-09-21 15:05:03,055:	[Wall TIME] >>> ChiefCoach.train takes 3.201090 seconds ...
2023-09-21 15:05:03,131:	[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 5.94929
2023-09-21 15:05:03,131:	[Coach] >>> VALID @Epoch: 282  >>> 
2023-09-21 15:05:03,131:	[Coach] >>> TEST  @Epoch: 282  >>> 
2023-09-21 15:05:06,292:	[Wall TIME] >>> ChiefCoach.train takes 3.160967 seconds ...
2023-09-21 15:05:06,388:	[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 5.96890
2023-09-21 15:05:06,388:	[Coach] >>> VALID @Epoch: 283  >>> 
2023-09-21 15:05:06,388:	[Coach] >>> TEST  @Epoch: 283  >>> 
2023-09-21 15:05:09,631:	[Wall TIME] >>> ChiefCoach.train takes 3.242558 seconds ...
2023-09-21 15:05:09,695:	[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 5.96157
2023-09-21 15:05:09,695:	[Coach] >>> VALID @Epoch: 284  >>> 
2023-09-21 15:05:09,695:	[Coach] >>> TEST  @Epoch: 284  >>> 
2023-09-21 15:05:12,912:	[Wall TIME] >>> ChiefCoach.train takes 3.216249 seconds ...
2023-09-21 15:05:14,919:	[Wall TIME] >>> ChiefCoach.valid takes 1.929626 seconds ...
2023-09-21 15:05:14,921:	[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 5.97903
2023-09-21 15:05:14,921:	[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0237 || HITRATE@5 Avg: 0.0665 || HITRATE@10 Avg: 0.0944 || NDCG@5 Avg: 0.0456 || NDCG@10 Avg: 0.0546
2023-09-21 15:05:14,921:	[Coach] >>> TEST  @Epoch: 285  >>> 
2023-09-21 15:05:18,056:	[Wall TIME] >>> ChiefCoach.train takes 3.133600 seconds ...
2023-09-21 15:05:18,129:	[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 5.95745
2023-09-21 15:05:18,129:	[Coach] >>> VALID @Epoch: 286  >>> 
2023-09-21 15:05:18,129:	[Coach] >>> TEST  @Epoch: 286  >>> 
2023-09-21 15:05:21,357:	[Wall TIME] >>> ChiefCoach.train takes 3.227362 seconds ...
2023-09-21 15:05:21,435:	[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 5.96470
2023-09-21 15:05:21,435:	[Coach] >>> VALID @Epoch: 287  >>> 
2023-09-21 15:05:21,435:	[Coach] >>> TEST  @Epoch: 287  >>> 
2023-09-21 15:05:24,566:	[Wall TIME] >>> ChiefCoach.train takes 3.130888 seconds ...
2023-09-21 15:05:24,646:	[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 5.97464
2023-09-21 15:05:24,646:	[Coach] >>> VALID @Epoch: 288  >>> 
2023-09-21 15:05:24,646:	[Coach] >>> TEST  @Epoch: 288  >>> 
2023-09-21 15:05:27,931:	[Wall TIME] >>> ChiefCoach.train takes 3.284190 seconds ...
2023-09-21 15:05:28,003:	[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 5.96791
2023-09-21 15:05:28,003:	[Coach] >>> VALID @Epoch: 289  >>> 
2023-09-21 15:05:28,003:	[Coach] >>> TEST  @Epoch: 289  >>> 
2023-09-21 15:05:31,367:	[Wall TIME] >>> ChiefCoach.train takes 3.363907 seconds ...
2023-09-21 15:05:33,364:	[Wall TIME] >>> ChiefCoach.valid takes 1.933419 seconds ...
2023-09-21 15:05:33,364:	[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 5.94126
2023-09-21 15:05:33,365:	[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0247 || HITRATE@5 Avg: 0.0666 || HITRATE@10 Avg: 0.0951 || NDCG@5 Avg: 0.0459 || NDCG@10 Avg: 0.0550
2023-09-21 15:05:33,365:	[Coach] >>> TEST  @Epoch: 290  >>> 
2023-09-21 15:05:36,533:	[Wall TIME] >>> ChiefCoach.train takes 3.168544 seconds ...
2023-09-21 15:05:36,598:	[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 5.96742
2023-09-21 15:05:36,599:	[Coach] >>> VALID @Epoch: 291  >>> 
2023-09-21 15:05:36,599:	[Coach] >>> TEST  @Epoch: 291  >>> 
2023-09-21 15:05:39,786:	[Wall TIME] >>> ChiefCoach.train takes 3.187551 seconds ...
2023-09-21 15:05:39,856:	[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 5.92217
2023-09-21 15:05:39,856:	[Coach] >>> VALID @Epoch: 292  >>> 
2023-09-21 15:05:39,856:	[Coach] >>> TEST  @Epoch: 292  >>> 
2023-09-21 15:05:43,138:	[Wall TIME] >>> ChiefCoach.train takes 3.281892 seconds ...
2023-09-21 15:05:43,200:	[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 5.94436
2023-09-21 15:05:43,200:	[Coach] >>> VALID @Epoch: 293  >>> 
2023-09-21 15:05:43,200:	[Coach] >>> TEST  @Epoch: 293  >>> 
2023-09-21 15:05:46,336:	[Wall TIME] >>> ChiefCoach.train takes 3.136190 seconds ...
2023-09-21 15:05:46,400:	[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 5.95848
2023-09-21 15:05:46,401:	[Coach] >>> VALID @Epoch: 294  >>> 
2023-09-21 15:05:46,401:	[Coach] >>> TEST  @Epoch: 294  >>> 
2023-09-21 15:05:49,662:	[Wall TIME] >>> ChiefCoach.train takes 3.261069 seconds ...
2023-09-21 15:05:51,645:	[Wall TIME] >>> ChiefCoach.valid takes 1.919835 seconds ...
2023-09-21 15:05:51,646:	[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 5.96482
2023-09-21 15:05:51,646:	[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0247 || HITRATE@5 Avg: 0.0670 || HITRATE@10 Avg: 0.0956 || NDCG@5 Avg: 0.0461 || NDCG@10 Avg: 0.0553
2023-09-21 15:05:51,646:	[Coach] >>> TEST  @Epoch: 295  >>> 
2023-09-21 15:05:55,016:	[Wall TIME] >>> ChiefCoach.train takes 3.369894 seconds ...
2023-09-21 15:05:55,085:	[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 5.95644
2023-09-21 15:05:55,085:	[Coach] >>> VALID @Epoch: 296  >>> 
2023-09-21 15:05:55,085:	[Coach] >>> TEST  @Epoch: 296  >>> 
2023-09-21 15:05:58,224:	[Wall TIME] >>> ChiefCoach.train takes 3.138797 seconds ...
2023-09-21 15:05:58,285:	[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 5.94213
2023-09-21 15:05:58,285:	[Coach] >>> VALID @Epoch: 297  >>> 
2023-09-21 15:05:58,286:	[Coach] >>> TEST  @Epoch: 297  >>> 
2023-09-21 15:06:01,520:	[Wall TIME] >>> ChiefCoach.train takes 3.234393 seconds ...
2023-09-21 15:06:01,582:	[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 5.93063
2023-09-21 15:06:01,582:	[Coach] >>> VALID @Epoch: 298  >>> 
2023-09-21 15:06:01,582:	[Coach] >>> TEST  @Epoch: 298  >>> 
2023-09-21 15:06:04,726:	[Wall TIME] >>> ChiefCoach.train takes 3.143316 seconds ...
2023-09-21 15:06:04,790:	[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 5.95390
2023-09-21 15:06:04,790:	[Coach] >>> VALID @Epoch: 299  >>> 
2023-09-21 15:06:04,791:	[Coach] >>> TEST  @Epoch: 299  >>> 
2023-09-21 15:06:07,941:	[Wall TIME] >>> ChiefCoach.train takes 3.150042 seconds ...
2023-09-21 15:06:09,934:	[Wall TIME] >>> ChiefCoach.valid takes 1.928867 seconds ...
2023-09-21 15:06:09,934:	[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 5.95692
2023-09-21 15:06:09,935:	[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0248 || HITRATE@5 Avg: 0.0668 || HITRATE@10 Avg: 0.0959 || NDCG@5 Avg: 0.0461 || NDCG@10 Avg: 0.0555
2023-09-21 15:06:09,935:	[Coach] >>> TEST  @Epoch: 300  >>> 
2023-09-21 15:06:13,003:	[Wall TIME] >>> ChiefCoach.train takes 3.067781 seconds ...
2023-09-21 15:06:13,064:	[Coach] >>> TRAIN @Epoch: 301  >>>  || LOSS Avg: 5.94928
2023-09-21 15:06:13,064:	[Coach] >>> VALID @Epoch: 301  >>> 
2023-09-21 15:06:13,064:	[Coach] >>> TEST  @Epoch: 301  >>> 
2023-09-21 15:06:16,307:	[Wall TIME] >>> ChiefCoach.train takes 3.242584 seconds ...
2023-09-21 15:06:16,372:	[Coach] >>> TRAIN @Epoch: 302  >>>  || LOSS Avg: 5.92948
2023-09-21 15:06:16,372:	[Coach] >>> VALID @Epoch: 302  >>> 
2023-09-21 15:06:16,372:	[Coach] >>> TEST  @Epoch: 302  >>> 
2023-09-21 15:06:19,680:	[Wall TIME] >>> ChiefCoach.train takes 3.307565 seconds ...
2023-09-21 15:06:19,745:	[Coach] >>> TRAIN @Epoch: 303  >>>  || LOSS Avg: 5.94091
2023-09-21 15:06:19,746:	[Coach] >>> VALID @Epoch: 303  >>> 
2023-09-21 15:06:19,746:	[Coach] >>> TEST  @Epoch: 303  >>> 
2023-09-21 15:06:23,068:	[Wall TIME] >>> ChiefCoach.train takes 3.321748 seconds ...
2023-09-21 15:06:23,136:	[Coach] >>> TRAIN @Epoch: 304  >>>  || LOSS Avg: 5.94867
2023-09-21 15:06:23,136:	[Coach] >>> VALID @Epoch: 304  >>> 
2023-09-21 15:06:23,137:	[Coach] >>> TEST  @Epoch: 304  >>> 
2023-09-21 15:06:26,228:	[Wall TIME] >>> ChiefCoach.train takes 3.091123 seconds ...
2023-09-21 15:06:28,259:	[Wall TIME] >>> ChiefCoach.valid takes 1.961881 seconds ...
2023-09-21 15:06:28,259:	[Coach] >>> TRAIN @Epoch: 305  >>>  || LOSS Avg: 5.94523
2023-09-21 15:06:28,259:	[Coach] >>> VALID @Epoch: 305  >>>  || HITRATE@1 Avg: 0.0262 || HITRATE@5 Avg: 0.0647 || HITRATE@10 Avg: 0.0921 || NDCG@5 Avg: 0.0459 || NDCG@10 Avg: 0.0546
2023-09-21 15:06:28,259:	[Coach] >>> TEST  @Epoch: 305  >>> 
2023-09-21 15:06:31,398:	[Wall TIME] >>> ChiefCoach.train takes 3.138163 seconds ...
2023-09-21 15:06:31,471:	[Coach] >>> TRAIN @Epoch: 306  >>>  || LOSS Avg: 5.97174
2023-09-21 15:06:31,472:	[Coach] >>> VALID @Epoch: 306  >>> 
2023-09-21 15:06:31,472:	[Coach] >>> TEST  @Epoch: 306  >>> 
2023-09-21 15:06:34,589:	[Wall TIME] >>> ChiefCoach.train takes 3.117556 seconds ...
2023-09-21 15:06:34,656:	[Coach] >>> TRAIN @Epoch: 307  >>>  || LOSS Avg: 5.94446
2023-09-21 15:06:34,656:	[Coach] >>> VALID @Epoch: 307  >>> 
2023-09-21 15:06:34,656:	[Coach] >>> TEST  @Epoch: 307  >>> 
2023-09-21 15:06:37,890:	[Wall TIME] >>> ChiefCoach.train takes 3.232982 seconds ...
2023-09-21 15:06:37,964:	[Coach] >>> TRAIN @Epoch: 308  >>>  || LOSS Avg: 5.95989
2023-09-21 15:06:37,964:	[Coach] >>> VALID @Epoch: 308  >>> 
2023-09-21 15:06:37,964:	[Coach] >>> TEST  @Epoch: 308  >>> 
2023-09-21 15:06:41,097:	[Wall TIME] >>> ChiefCoach.train takes 3.132756 seconds ...
2023-09-21 15:06:41,167:	[Coach] >>> TRAIN @Epoch: 309  >>>  || LOSS Avg: 5.92394
2023-09-21 15:06:41,168:	[Coach] >>> VALID @Epoch: 309  >>> 
2023-09-21 15:06:41,168:	[Coach] >>> TEST  @Epoch: 309  >>> 
2023-09-21 15:06:44,295:	[Wall TIME] >>> ChiefCoach.train takes 3.126947 seconds ...
2023-09-21 15:06:46,349:	[Wall TIME] >>> ChiefCoach.valid takes 1.989909 seconds ...
2023-09-21 15:06:46,350:	[Coach] >>> TRAIN @Epoch: 310  >>>  || LOSS Avg: 5.97385
2023-09-21 15:06:46,350:	[Coach] >>> VALID @Epoch: 310  >>>  || HITRATE@1 Avg: 0.0249 || HITRATE@5 Avg: 0.0651 || HITRATE@10 Avg: 0.0945 || NDCG@5 Avg: 0.0453 || NDCG@10 Avg: 0.0547
2023-09-21 15:06:46,350:	[Coach] >>> TEST  @Epoch: 310  >>> 
2023-09-21 15:06:49,494:	[Wall TIME] >>> ChiefCoach.train takes 3.144299 seconds ...
2023-09-21 15:06:49,565:	[Coach] >>> TRAIN @Epoch: 311  >>>  || LOSS Avg: 5.92381
2023-09-21 15:06:49,565:	[Coach] >>> VALID @Epoch: 311  >>> 
2023-09-21 15:06:49,565:	[Coach] >>> TEST  @Epoch: 311  >>> 
2023-09-21 15:06:52,734:	[Wall TIME] >>> ChiefCoach.train takes 3.168189 seconds ...
2023-09-21 15:06:52,796:	[Coach] >>> TRAIN @Epoch: 312  >>>  || LOSS Avg: 5.92442
2023-09-21 15:06:52,797:	[Coach] >>> VALID @Epoch: 312  >>> 
2023-09-21 15:06:52,797:	[Coach] >>> TEST  @Epoch: 312  >>> 
2023-09-21 15:06:56,016:	[Wall TIME] >>> ChiefCoach.train takes 3.218727 seconds ...
2023-09-21 15:06:56,082:	[Coach] >>> TRAIN @Epoch: 313  >>>  || LOSS Avg: 5.92384
2023-09-21 15:06:56,082:	[Coach] >>> VALID @Epoch: 313  >>> 
2023-09-21 15:06:56,082:	[Coach] >>> TEST  @Epoch: 313  >>> 
2023-09-21 15:06:59,386:	[Wall TIME] >>> ChiefCoach.train takes 3.303812 seconds ...
2023-09-21 15:06:59,458:	[Coach] >>> TRAIN @Epoch: 314  >>>  || LOSS Avg: 5.92782
2023-09-21 15:06:59,458:	[Coach] >>> VALID @Epoch: 314  >>> 
2023-09-21 15:06:59,459:	[Coach] >>> TEST  @Epoch: 314  >>> 
2023-09-21 15:07:02,544:	[Wall TIME] >>> ChiefCoach.train takes 3.085059 seconds ...
2023-09-21 15:07:04,597:	[Wall TIME] >>> ChiefCoach.valid takes 1.989992 seconds ...
2023-09-21 15:07:04,597:	[Coach] >>> TRAIN @Epoch: 315  >>>  || LOSS Avg: 5.93482
2023-09-21 15:07:04,598:	[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0234 || HITRATE@5 Avg: 0.0634 || HITRATE@10 Avg: 0.0934 || NDCG@5 Avg: 0.0439 || NDCG@10 Avg: 0.0536
2023-09-21 15:07:04,598:	[Coach] >>> TEST  @Epoch: 315  >>> 
2023-09-21 15:07:07,718:	[Wall TIME] >>> ChiefCoach.train takes 3.119892 seconds ...
2023-09-21 15:07:07,792:	[Coach] >>> TRAIN @Epoch: 316  >>>  || LOSS Avg: 5.94283
2023-09-21 15:07:07,792:	[Coach] >>> VALID @Epoch: 316  >>> 
2023-09-21 15:07:07,792:	[Coach] >>> TEST  @Epoch: 316  >>> 
2023-09-21 15:07:11,015:	[Wall TIME] >>> ChiefCoach.train takes 3.223129 seconds ...
2023-09-21 15:07:11,086:	[Coach] >>> TRAIN @Epoch: 317  >>>  || LOSS Avg: 5.93879
2023-09-21 15:07:11,086:	[Coach] >>> VALID @Epoch: 317  >>> 
2023-09-21 15:07:11,086:	[Coach] >>> TEST  @Epoch: 317  >>> 
2023-09-21 15:07:14,236:	[Wall TIME] >>> ChiefCoach.train takes 3.149691 seconds ...
2023-09-21 15:07:14,299:	[Coach] >>> TRAIN @Epoch: 318  >>>  || LOSS Avg: 5.92853
2023-09-21 15:07:14,299:	[Coach] >>> VALID @Epoch: 318  >>> 
2023-09-21 15:07:14,299:	[Coach] >>> TEST  @Epoch: 318  >>> 
2023-09-21 15:07:17,485:	[Wall TIME] >>> ChiefCoach.train takes 3.186206 seconds ...
2023-09-21 15:07:17,549:	[Coach] >>> TRAIN @Epoch: 319  >>>  || LOSS Avg: 5.91142
2023-09-21 15:07:17,549:	[Coach] >>> VALID @Epoch: 319  >>> 
2023-09-21 15:07:17,549:	[Coach] >>> TEST  @Epoch: 319  >>> 
2023-09-21 15:07:20,644:	[Wall TIME] >>> ChiefCoach.train takes 3.094882 seconds ...
2023-09-21 15:07:22,636:	[Wall TIME] >>> ChiefCoach.valid takes 1.927815 seconds ...
2023-09-21 15:07:22,636:	[Coach] >>> TRAIN @Epoch: 320  >>>  || LOSS Avg: 5.92544
2023-09-21 15:07:22,636:	[Coach] >>> VALID @Epoch: 320  >>>  || HITRATE@1 Avg: 0.0242 || HITRATE@5 Avg: 0.0660 || HITRATE@10 Avg: 0.0933 || NDCG@5 Avg: 0.0455 || NDCG@10 Avg: 0.0543
2023-09-21 15:07:22,636:	[Coach] >>> TEST  @Epoch: 320  >>> 
2023-09-21 15:07:25,718:	[Wall TIME] >>> ChiefCoach.train takes 3.081390 seconds ...
2023-09-21 15:07:25,781:	[Coach] >>> TRAIN @Epoch: 321  >>>  || LOSS Avg: 5.93096
2023-09-21 15:07:25,781:	[Coach] >>> VALID @Epoch: 321  >>> 
2023-09-21 15:07:25,781:	[Coach] >>> TEST  @Epoch: 321  >>> 
2023-09-21 15:07:28,926:	[Wall TIME] >>> ChiefCoach.train takes 3.145195 seconds ...
2023-09-21 15:07:28,995:	[Coach] >>> TRAIN @Epoch: 322  >>>  || LOSS Avg: 5.92703
2023-09-21 15:07:28,995:	[Coach] >>> VALID @Epoch: 322  >>> 
2023-09-21 15:07:28,995:	[Coach] >>> TEST  @Epoch: 322  >>> 
2023-09-21 15:07:32,183:	[Wall TIME] >>> ChiefCoach.train takes 3.186949 seconds ...
2023-09-21 15:07:32,256:	[Coach] >>> TRAIN @Epoch: 323  >>>  || LOSS Avg: 5.91702
2023-09-21 15:07:32,256:	[Coach] >>> VALID @Epoch: 323  >>> 
2023-09-21 15:07:32,256:	[Coach] >>> TEST  @Epoch: 323  >>> 
2023-09-21 15:07:35,458:	[Wall TIME] >>> ChiefCoach.train takes 3.202219 seconds ...
2023-09-21 15:07:35,533:	[Coach] >>> TRAIN @Epoch: 324  >>>  || LOSS Avg: 5.92294
2023-09-21 15:07:35,533:	[Coach] >>> VALID @Epoch: 324  >>> 
2023-09-21 15:07:35,533:	[Coach] >>> TEST  @Epoch: 324  >>> 
2023-09-21 15:07:38,734:	[Wall TIME] >>> ChiefCoach.train takes 3.200771 seconds ...
2023-09-21 15:07:40,773:	[Wall TIME] >>> ChiefCoach.valid takes 1.973362 seconds ...
2023-09-21 15:07:40,773:	[Coach] >>> TRAIN @Epoch: 325  >>>  || LOSS Avg: 5.92123
2023-09-21 15:07:40,773:	[Coach] >>> VALID @Epoch: 325  >>>  || HITRATE@1 Avg: 0.0231 || HITRATE@5 Avg: 0.0650 || HITRATE@10 Avg: 0.0925 || NDCG@5 Avg: 0.0446 || NDCG@10 Avg: 0.0536
2023-09-21 15:07:40,773:	[Coach] >>> TEST  @Epoch: 325  >>> 
2023-09-21 15:07:43,884:	[Wall TIME] >>> ChiefCoach.train takes 3.110338 seconds ...
2023-09-21 15:07:43,957:	[Coach] >>> TRAIN @Epoch: 326  >>>  || LOSS Avg: 5.90569
2023-09-21 15:07:43,958:	[Coach] >>> VALID @Epoch: 326  >>> 
2023-09-21 15:07:43,958:	[Coach] >>> TEST  @Epoch: 326  >>> 
2023-09-21 15:07:47,183:	[Wall TIME] >>> ChiefCoach.train takes 3.225092 seconds ...
2023-09-21 15:07:47,244:	[Coach] >>> TRAIN @Epoch: 327  >>>  || LOSS Avg: 5.90503
2023-09-21 15:07:47,244:	[Coach] >>> VALID @Epoch: 327  >>> 
2023-09-21 15:07:47,244:	[Coach] >>> TEST  @Epoch: 327  >>> 
2023-09-21 15:07:50,332:	[Wall TIME] >>> ChiefCoach.train takes 3.087582 seconds ...
2023-09-21 15:07:50,401:	[Coach] >>> TRAIN @Epoch: 328  >>>  || LOSS Avg: 5.92209
2023-09-21 15:07:50,401:	[Coach] >>> VALID @Epoch: 328  >>> 
2023-09-21 15:07:50,401:	[Coach] >>> TEST  @Epoch: 328  >>> 
2023-09-21 15:07:53,551:	[Wall TIME] >>> ChiefCoach.train takes 3.149843 seconds ...
2023-09-21 15:07:53,633:	[Coach] >>> TRAIN @Epoch: 329  >>>  || LOSS Avg: 5.91655
2023-09-21 15:07:53,633:	[Coach] >>> VALID @Epoch: 329  >>> 
2023-09-21 15:07:53,633:	[Coach] >>> TEST  @Epoch: 329  >>> 
2023-09-21 15:07:56,783:	[Wall TIME] >>> ChiefCoach.train takes 3.149202 seconds ...
2023-09-21 15:07:58,857:	[Wall TIME] >>> ChiefCoach.valid takes 2.007198 seconds ...
2023-09-21 15:07:58,858:	[Coach] >>> TRAIN @Epoch: 330  >>>  || LOSS Avg: 5.92565
2023-09-21 15:07:58,858:	[Coach] >>> VALID @Epoch: 330  >>>  || HITRATE@1 Avg: 0.0246 || HITRATE@5 Avg: 0.0657 || HITRATE@10 Avg: 0.0924 || NDCG@5 Avg: 0.0454 || NDCG@10 Avg: 0.0540
2023-09-21 15:07:58,858:	[Coach] >>> TEST  @Epoch: 330  >>> 
2023-09-21 15:08:02,107:	[Wall TIME] >>> ChiefCoach.train takes 3.248652 seconds ...
2023-09-21 15:08:02,173:	[Coach] >>> TRAIN @Epoch: 331  >>>  || LOSS Avg: 5.88725
2023-09-21 15:08:02,174:	[Coach] >>> VALID @Epoch: 331  >>> 
2023-09-21 15:08:02,174:	[Coach] >>> TEST  @Epoch: 331  >>> 
2023-09-21 15:08:05,362:	[Wall TIME] >>> ChiefCoach.train takes 3.188037 seconds ...
2023-09-21 15:08:05,432:	[Coach] >>> TRAIN @Epoch: 332  >>>  || LOSS Avg: 5.89925
2023-09-21 15:08:05,432:	[Coach] >>> VALID @Epoch: 332  >>> 
2023-09-21 15:08:05,432:	[Coach] >>> TEST  @Epoch: 332  >>> 
2023-09-21 15:08:08,551:	[Wall TIME] >>> ChiefCoach.train takes 3.118460 seconds ...
2023-09-21 15:08:08,615:	[Coach] >>> TRAIN @Epoch: 333  >>>  || LOSS Avg: 5.93322
2023-09-21 15:08:08,615:	[Coach] >>> VALID @Epoch: 333  >>> 
2023-09-21 15:08:08,615:	[Coach] >>> TEST  @Epoch: 333  >>> 
2023-09-21 15:08:11,816:	[Wall TIME] >>> ChiefCoach.train takes 3.200601 seconds ...
2023-09-21 15:08:11,877:	[Coach] >>> TRAIN @Epoch: 334  >>>  || LOSS Avg: 5.90233
2023-09-21 15:08:11,877:	[Coach] >>> VALID @Epoch: 334  >>> 
2023-09-21 15:08:11,877:	[Coach] >>> TEST  @Epoch: 334  >>> 
2023-09-21 15:08:15,094:	[Wall TIME] >>> ChiefCoach.train takes 3.216582 seconds ...
2023-09-21 15:08:17,163:	[Wall TIME] >>> ChiefCoach.valid takes 2.000400 seconds ...
2023-09-21 15:08:17,163:	[Coach] >>> TRAIN @Epoch: 335  >>>  || LOSS Avg: 5.90225
2023-09-21 15:08:17,163:	[Coach] >>> VALID @Epoch: 335  >>>  || HITRATE@1 Avg: 0.0241 || HITRATE@5 Avg: 0.0643 || HITRATE@10 Avg: 0.0923 || NDCG@5 Avg: 0.0446 || NDCG@10 Avg: 0.0536
2023-09-21 15:08:17,163:	[Coach] >>> TEST  @Epoch: 335  >>> 
2023-09-21 15:08:20,396:	[Wall TIME] >>> ChiefCoach.train takes 3.232978 seconds ...
2023-09-21 15:08:20,500:	[Coach] >>> TRAIN @Epoch: 336  >>>  || LOSS Avg: 5.92097
2023-09-21 15:08:20,501:	[Coach] >>> VALID @Epoch: 336  >>> 
2023-09-21 15:08:20,501:	[Coach] >>> TEST  @Epoch: 336  >>> 
2023-09-21 15:08:23,791:	[Wall TIME] >>> ChiefCoach.train takes 3.289896 seconds ...
2023-09-21 15:08:23,854:	[Coach] >>> TRAIN @Epoch: 337  >>>  || LOSS Avg: 5.92050
2023-09-21 15:08:23,854:	[Coach] >>> VALID @Epoch: 337  >>> 
2023-09-21 15:08:23,854:	[Coach] >>> TEST  @Epoch: 337  >>> 
2023-09-21 15:08:27,170:	[Wall TIME] >>> ChiefCoach.train takes 3.315395 seconds ...
2023-09-21 15:08:27,232:	[Coach] >>> TRAIN @Epoch: 338  >>>  || LOSS Avg: 5.91071
2023-09-21 15:08:27,232:	[Coach] >>> VALID @Epoch: 338  >>> 
2023-09-21 15:08:27,232:	[Coach] >>> TEST  @Epoch: 338  >>> 
2023-09-21 15:08:30,431:	[Wall TIME] >>> ChiefCoach.train takes 3.198157 seconds ...
2023-09-21 15:08:30,548:	[Coach] >>> TRAIN @Epoch: 339  >>>  || LOSS Avg: 5.90588
2023-09-21 15:08:30,548:	[Coach] >>> VALID @Epoch: 339  >>> 
2023-09-21 15:08:30,548:	[Coach] >>> TEST  @Epoch: 339  >>> 
2023-09-21 15:08:33,746:	[Wall TIME] >>> ChiefCoach.train takes 3.197033 seconds ...
2023-09-21 15:08:35,733:	[Wall TIME] >>> ChiefCoach.valid takes 1.923749 seconds ...
2023-09-21 15:08:35,734:	[Coach] >>> TRAIN @Epoch: 340  >>>  || LOSS Avg: 5.91372
2023-09-21 15:08:35,734:	[Coach] >>> VALID @Epoch: 340  >>>  || HITRATE@1 Avg: 0.0248 || HITRATE@5 Avg: 0.0657 || HITRATE@10 Avg: 0.0922 || NDCG@5 Avg: 0.0458 || NDCG@10 Avg: 0.0543
2023-09-21 15:08:35,734:	[Coach] >>> TEST  @Epoch: 340  >>> 
2023-09-21 15:08:38,894:	[Wall TIME] >>> ChiefCoach.train takes 3.160212 seconds ...
2023-09-21 15:08:38,960:	[Coach] >>> TRAIN @Epoch: 341  >>>  || LOSS Avg: 5.91541
2023-09-21 15:08:38,960:	[Coach] >>> VALID @Epoch: 341  >>> 
2023-09-21 15:08:38,960:	[Coach] >>> TEST  @Epoch: 341  >>> 
2023-09-21 15:08:42,061:	[Wall TIME] >>> ChiefCoach.train takes 3.100936 seconds ...
2023-09-21 15:08:42,126:	[Coach] >>> TRAIN @Epoch: 342  >>>  || LOSS Avg: 5.91664
2023-09-21 15:08:42,127:	[Coach] >>> VALID @Epoch: 342  >>> 
2023-09-21 15:08:42,127:	[Coach] >>> TEST  @Epoch: 342  >>> 
2023-09-21 15:08:45,418:	[Wall TIME] >>> ChiefCoach.train takes 3.290934 seconds ...
2023-09-21 15:08:45,543:	[Coach] >>> TRAIN @Epoch: 343  >>>  || LOSS Avg: 5.90943
2023-09-21 15:08:45,543:	[Coach] >>> VALID @Epoch: 343  >>> 
2023-09-21 15:08:45,543:	[Coach] >>> TEST  @Epoch: 343  >>> 
2023-09-21 15:08:48,659:	[Wall TIME] >>> ChiefCoach.train takes 3.115826 seconds ...
2023-09-21 15:08:48,783:	[Coach] >>> TRAIN @Epoch: 344  >>>  || LOSS Avg: 5.92012
2023-09-21 15:08:48,784:	[Coach] >>> VALID @Epoch: 344  >>> 
2023-09-21 15:08:48,784:	[Coach] >>> TEST  @Epoch: 344  >>> 
2023-09-21 15:08:52,118:	[Wall TIME] >>> ChiefCoach.train takes 3.333729 seconds ...
2023-09-21 15:08:54,276:	[Wall TIME] >>> ChiefCoach.valid takes 2.090487 seconds ...
2023-09-21 15:08:54,277:	[Coach] >>> TRAIN @Epoch: 345  >>>  || LOSS Avg: 5.89947
2023-09-21 15:08:54,277:	[Coach] >>> VALID @Epoch: 345  >>>  || HITRATE@1 Avg: 0.0251 || HITRATE@5 Avg: 0.0650 || HITRATE@10 Avg: 0.0933 || NDCG@5 Avg: 0.0450 || NDCG@10 Avg: 0.0541
2023-09-21 15:08:54,277:	[Coach] >>> TEST  @Epoch: 345  >>> 
2023-09-21 15:08:57,423:	[Wall TIME] >>> ChiefCoach.train takes 3.145701 seconds ...
2023-09-21 15:08:57,486:	[Coach] >>> TRAIN @Epoch: 346  >>>  || LOSS Avg: 5.91767
2023-09-21 15:08:57,486:	[Coach] >>> VALID @Epoch: 346  >>> 
2023-09-21 15:08:57,486:	[Coach] >>> TEST  @Epoch: 346  >>> 
2023-09-21 15:09:00,725:	[Wall TIME] >>> ChiefCoach.train takes 3.237861 seconds ...
2023-09-21 15:09:00,796:	[Coach] >>> TRAIN @Epoch: 347  >>>  || LOSS Avg: 5.93834
2023-09-21 15:09:00,796:	[Coach] >>> VALID @Epoch: 347  >>> 
2023-09-21 15:09:00,796:	[Coach] >>> TEST  @Epoch: 347  >>> 
2023-09-21 15:09:03,879:	[Wall TIME] >>> ChiefCoach.train takes 3.083005 seconds ...
2023-09-21 15:09:04,026:	[Coach] >>> TRAIN @Epoch: 348  >>>  || LOSS Avg: 5.90375
2023-09-21 15:09:04,026:	[Coach] >>> VALID @Epoch: 348  >>> 
2023-09-21 15:09:04,026:	[Coach] >>> TEST  @Epoch: 348  >>> 
2023-09-21 15:09:07,258:	[Wall TIME] >>> ChiefCoach.train takes 3.231759 seconds ...
2023-09-21 15:09:07,533:	[Coach] >>> TRAIN @Epoch: 349  >>>  || LOSS Avg: 5.91343
2023-09-21 15:09:07,533:	[Coach] >>> VALID @Epoch: 349  >>> 
2023-09-21 15:09:07,533:	[Coach] >>> TEST  @Epoch: 349  >>> 
2023-09-21 15:09:10,701:	[Wall TIME] >>> ChiefCoach.train takes 3.168242 seconds ...
2023-09-21 15:09:12,774:	[Wall TIME] >>> ChiefCoach.valid takes 1.943747 seconds ...
2023-09-21 15:09:12,774:	[Coach] >>> TRAIN @Epoch: 350  >>>  || LOSS Avg: 5.88242
2023-09-21 15:09:12,774:	[Coach] >>> VALID @Epoch: 350  >>>  || HITRATE@1 Avg: 0.0242 || HITRATE@5 Avg: 0.0659 || HITRATE@10 Avg: 0.0930 || NDCG@5 Avg: 0.0457 || NDCG@10 Avg: 0.0544
2023-09-21 15:09:12,774:	[Coach] >>> TEST  @Epoch: 350  >>> 
2023-09-21 15:09:15,891:	[Wall TIME] >>> ChiefCoach.train takes 3.116403 seconds ...
2023-09-21 15:09:15,959:	[Coach] >>> TRAIN @Epoch: 351  >>>  || LOSS Avg: 5.90099
2023-09-21 15:09:15,959:	[Coach] >>> VALID @Epoch: 351  >>> 
2023-09-21 15:09:15,959:	[Coach] >>> TEST  @Epoch: 351  >>> 
2023-09-21 15:09:19,120:	[Wall TIME] >>> ChiefCoach.train takes 3.161166 seconds ...
2023-09-21 15:09:19,196:	[Coach] >>> TRAIN @Epoch: 352  >>>  || LOSS Avg: 5.92534
2023-09-21 15:09:19,197:	[Coach] >>> VALID @Epoch: 352  >>> 
2023-09-21 15:09:19,197:	[Coach] >>> TEST  @Epoch: 352  >>> 
2023-09-21 15:09:22,398:	[Wall TIME] >>> ChiefCoach.train takes 3.200914 seconds ...
2023-09-21 15:09:22,470:	[Coach] >>> TRAIN @Epoch: 353  >>>  || LOSS Avg: 5.92328
2023-09-21 15:09:22,470:	[Coach] >>> VALID @Epoch: 353  >>> 
2023-09-21 15:09:22,470:	[Coach] >>> TEST  @Epoch: 353  >>> 
2023-09-21 15:09:25,623:	[Wall TIME] >>> ChiefCoach.train takes 3.152366 seconds ...
2023-09-21 15:09:25,699:	[Coach] >>> TRAIN @Epoch: 354  >>>  || LOSS Avg: 5.90458
2023-09-21 15:09:25,700:	[Coach] >>> VALID @Epoch: 354  >>> 
2023-09-21 15:09:25,700:	[Coach] >>> TEST  @Epoch: 354  >>> 
2023-09-21 15:09:28,937:	[Wall TIME] >>> ChiefCoach.train takes 3.237154 seconds ...
2023-09-21 15:09:31,088:	[Wall TIME] >>> ChiefCoach.valid takes 2.083640 seconds ...
2023-09-21 15:09:31,088:	[Coach] >>> TRAIN @Epoch: 355  >>>  || LOSS Avg: 5.89761
2023-09-21 15:09:31,088:	[Coach] >>> VALID @Epoch: 355  >>>  || HITRATE@1 Avg: 0.0251 || HITRATE@5 Avg: 0.0650 || HITRATE@10 Avg: 0.0942 || NDCG@5 Avg: 0.0453 || NDCG@10 Avg: 0.0548
2023-09-21 15:09:31,089:	[Coach] >>> TEST  @Epoch: 355  >>> 
2023-09-21 15:09:34,237:	[Wall TIME] >>> ChiefCoach.train takes 3.148585 seconds ...
2023-09-21 15:09:34,299:	[Coach] >>> TRAIN @Epoch: 356  >>>  || LOSS Avg: 5.89824
2023-09-21 15:09:34,299:	[Coach] >>> VALID @Epoch: 356  >>> 
2023-09-21 15:09:34,299:	[Coach] >>> TEST  @Epoch: 356  >>> 
2023-09-21 15:09:37,473:	[Wall TIME] >>> ChiefCoach.train takes 3.174133 seconds ...
2023-09-21 15:09:37,535:	[Coach] >>> TRAIN @Epoch: 357  >>>  || LOSS Avg: 5.89935
2023-09-21 15:09:37,535:	[Coach] >>> VALID @Epoch: 357  >>> 
2023-09-21 15:09:37,535:	[Coach] >>> TEST  @Epoch: 357  >>> 
2023-09-21 15:09:40,844:	[Wall TIME] >>> ChiefCoach.train takes 3.308226 seconds ...
2023-09-21 15:09:40,959:	[Coach] >>> TRAIN @Epoch: 358  >>>  || LOSS Avg: 5.91852
2023-09-21 15:09:40,960:	[Coach] >>> VALID @Epoch: 358  >>> 
2023-09-21 15:09:40,960:	[Coach] >>> TEST  @Epoch: 358  >>> 
2023-09-21 15:09:44,090:	[Wall TIME] >>> ChiefCoach.train takes 3.129920 seconds ...
2023-09-21 15:09:44,222:	[Coach] >>> TRAIN @Epoch: 359  >>>  || LOSS Avg: 5.90317
2023-09-21 15:09:44,223:	[Coach] >>> VALID @Epoch: 359  >>> 
2023-09-21 15:09:44,223:	[Coach] >>> TEST  @Epoch: 359  >>> 
2023-09-21 15:09:47,438:	[Wall TIME] >>> ChiefCoach.train takes 3.215182 seconds ...
2023-09-21 15:09:49,502:	[Wall TIME] >>> ChiefCoach.valid takes 2.000345 seconds ...
2023-09-21 15:09:49,502:	[Coach] >>> TRAIN @Epoch: 360  >>>  || LOSS Avg: 5.89458
2023-09-21 15:09:49,502:	[Coach] >>> VALID @Epoch: 360  >>>  || HITRATE@1 Avg: 0.0249 || HITRATE@5 Avg: 0.0654 || HITRATE@10 Avg: 0.0940 || NDCG@5 Avg: 0.0454 || NDCG@10 Avg: 0.0546
2023-09-21 15:09:49,502:	[Coach] >>> TEST  @Epoch: 360  >>> 
2023-09-21 15:09:52,626:	[Wall TIME] >>> ChiefCoach.train takes 3.123769 seconds ...
2023-09-21 15:09:52,690:	[Coach] >>> TRAIN @Epoch: 361  >>>  || LOSS Avg: 5.90274
2023-09-21 15:09:52,690:	[Coach] >>> VALID @Epoch: 361  >>> 
2023-09-21 15:09:52,690:	[Coach] >>> TEST  @Epoch: 361  >>> 
2023-09-21 15:09:55,846:	[Wall TIME] >>> ChiefCoach.train takes 3.155790 seconds ...
2023-09-21 15:09:55,928:	[Coach] >>> TRAIN @Epoch: 362  >>>  || LOSS Avg: 5.89510
2023-09-21 15:09:55,928:	[Coach] >>> VALID @Epoch: 362  >>> 
2023-09-21 15:09:55,928:	[Coach] >>> TEST  @Epoch: 362  >>> 
2023-09-21 15:09:59,033:	[Wall TIME] >>> ChiefCoach.train takes 3.104426 seconds ...
2023-09-21 15:09:59,098:	[Coach] >>> TRAIN @Epoch: 363  >>>  || LOSS Avg: 5.90323
2023-09-21 15:09:59,098:	[Coach] >>> VALID @Epoch: 363  >>> 
2023-09-21 15:09:59,098:	[Coach] >>> TEST  @Epoch: 363  >>> 
2023-09-21 15:10:02,345:	[Wall TIME] >>> ChiefCoach.train takes 3.246879 seconds ...
2023-09-21 15:10:02,428:	[Coach] >>> TRAIN @Epoch: 364  >>>  || LOSS Avg: 5.87630
2023-09-21 15:10:02,428:	[Coach] >>> VALID @Epoch: 364  >>> 
2023-09-21 15:10:02,428:	[Coach] >>> TEST  @Epoch: 364  >>> 
2023-09-21 15:10:05,697:	[Wall TIME] >>> ChiefCoach.train takes 3.268516 seconds ...
2023-09-21 15:10:07,712:	[Wall TIME] >>> ChiefCoach.valid takes 1.951294 seconds ...
2023-09-21 15:10:07,713:	[Coach] >>> TRAIN @Epoch: 365  >>>  || LOSS Avg: 5.88006
2023-09-21 15:10:07,713:	[Coach] >>> VALID @Epoch: 365  >>>  || HITRATE@1 Avg: 0.0228 || HITRATE@5 Avg: 0.0632 || HITRATE@10 Avg: 0.0925 || NDCG@5 Avg: 0.0434 || NDCG@10 Avg: 0.0528
2023-09-21 15:10:07,713:	[Coach] >>> TEST  @Epoch: 365  >>> 
2023-09-21 15:10:10,793:	[Wall TIME] >>> ChiefCoach.train takes 3.080311 seconds ...
2023-09-21 15:10:10,856:	[Coach] >>> TRAIN @Epoch: 366  >>>  || LOSS Avg: 5.85348
2023-09-21 15:10:10,857:	[Coach] >>> VALID @Epoch: 366  >>> 
2023-09-21 15:10:10,857:	[Coach] >>> TEST  @Epoch: 366  >>> 
2023-09-21 15:10:14,074:	[Wall TIME] >>> ChiefCoach.train takes 3.217177 seconds ...
2023-09-21 15:10:14,198:	[Coach] >>> TRAIN @Epoch: 367  >>>  || LOSS Avg: 5.89386
2023-09-21 15:10:14,198:	[Coach] >>> VALID @Epoch: 367  >>> 
2023-09-21 15:10:14,198:	[Coach] >>> TEST  @Epoch: 367  >>> 
2023-09-21 15:10:17,394:	[Wall TIME] >>> ChiefCoach.train takes 3.195705 seconds ...
2023-09-21 15:10:17,455:	[Coach] >>> TRAIN @Epoch: 368  >>>  || LOSS Avg: 5.87000
2023-09-21 15:10:17,455:	[Coach] >>> VALID @Epoch: 368  >>> 
2023-09-21 15:10:17,455:	[Coach] >>> TEST  @Epoch: 368  >>> 
2023-09-21 15:10:20,678:	[Wall TIME] >>> ChiefCoach.train takes 3.222865 seconds ...
2023-09-21 15:10:20,748:	[Coach] >>> TRAIN @Epoch: 369  >>>  || LOSS Avg: 5.87564
2023-09-21 15:10:20,748:	[Coach] >>> VALID @Epoch: 369  >>> 
2023-09-21 15:10:20,748:	[Coach] >>> TEST  @Epoch: 369  >>> 
2023-09-21 15:10:23,876:	[Wall TIME] >>> ChiefCoach.train takes 3.127119 seconds ...
2023-09-21 15:10:25,982:	[Wall TIME] >>> ChiefCoach.valid takes 2.030046 seconds ...
2023-09-21 15:10:25,982:	[Coach] >>> TRAIN @Epoch: 370  >>>  || LOSS Avg: 5.90039
2023-09-21 15:10:25,982:	[Coach] >>> VALID @Epoch: 370  >>>  || HITRATE@1 Avg: 0.0241 || HITRATE@5 Avg: 0.0660 || HITRATE@10 Avg: 0.0952 || NDCG@5 Avg: 0.0455 || NDCG@10 Avg: 0.0549
2023-09-21 15:10:25,982:	[Coach] >>> TEST  @Epoch: 370  >>> 
2023-09-21 15:10:29,152:	[Wall TIME] >>> ChiefCoach.train takes 3.168870 seconds ...
2023-09-21 15:10:29,219:	[Coach] >>> TRAIN @Epoch: 371  >>>  || LOSS Avg: 5.87786
2023-09-21 15:10:29,219:	[Coach] >>> VALID @Epoch: 371  >>> 
2023-09-21 15:10:29,219:	[Coach] >>> TEST  @Epoch: 371  >>> 
2023-09-21 15:10:32,366:	[Wall TIME] >>> ChiefCoach.train takes 3.146142 seconds ...
2023-09-21 15:10:32,430:	[Coach] >>> TRAIN @Epoch: 372  >>>  || LOSS Avg: 5.89599
2023-09-21 15:10:32,430:	[Coach] >>> VALID @Epoch: 372  >>> 
2023-09-21 15:10:32,431:	[Coach] >>> TEST  @Epoch: 372  >>> 
2023-09-21 15:10:35,579:	[Wall TIME] >>> ChiefCoach.train takes 3.148413 seconds ...
2023-09-21 15:10:35,643:	[Coach] >>> TRAIN @Epoch: 373  >>>  || LOSS Avg: 5.86727
2023-09-21 15:10:35,644:	[Coach] >>> VALID @Epoch: 373  >>> 
2023-09-21 15:10:35,644:	[Coach] >>> TEST  @Epoch: 373  >>> 
2023-09-21 15:10:38,858:	[Wall TIME] >>> ChiefCoach.train takes 3.214448 seconds ...
2023-09-21 15:10:38,935:	[Coach] >>> TRAIN @Epoch: 374  >>>  || LOSS Avg: 5.87928
2023-09-21 15:10:38,935:	[Coach] >>> VALID @Epoch: 374  >>> 
2023-09-21 15:10:38,935:	[Coach] >>> TEST  @Epoch: 374  >>> 
2023-09-21 15:10:42,161:	[Wall TIME] >>> ChiefCoach.train takes 3.225350 seconds ...
2023-09-21 15:10:44,248:	[Wall TIME] >>> ChiefCoach.valid takes 2.022005 seconds ...
2023-09-21 15:10:44,249:	[Coach] >>> TRAIN @Epoch: 375  >>>  || LOSS Avg: 5.87623
2023-09-21 15:10:44,249:	[Coach] >>> VALID @Epoch: 375  >>>  || HITRATE@1 Avg: 0.0239 || HITRATE@5 Avg: 0.0651 || HITRATE@10 Avg: 0.0950 || NDCG@5 Avg: 0.0449 || NDCG@10 Avg: 0.0545
2023-09-21 15:10:44,249:	[Coach] >>> TEST  @Epoch: 375  >>> 
2023-09-21 15:10:47,392:	[Wall TIME] >>> ChiefCoach.train takes 3.142335 seconds ...
2023-09-21 15:10:47,459:	[Coach] >>> TRAIN @Epoch: 376  >>>  || LOSS Avg: 5.88188
2023-09-21 15:10:47,459:	[Coach] >>> VALID @Epoch: 376  >>> 
2023-09-21 15:10:47,459:	[Coach] >>> TEST  @Epoch: 376  >>> 
2023-09-21 15:10:50,659:	[Wall TIME] >>> ChiefCoach.train takes 3.200106 seconds ...
2023-09-21 15:10:50,722:	[Coach] >>> TRAIN @Epoch: 377  >>>  || LOSS Avg: 5.86951
2023-09-21 15:10:50,722:	[Coach] >>> VALID @Epoch: 377  >>> 
2023-09-21 15:10:50,722:	[Coach] >>> TEST  @Epoch: 377  >>> 
2023-09-21 15:10:53,900:	[Wall TIME] >>> ChiefCoach.train takes 3.177541 seconds ...
2023-09-21 15:10:53,968:	[Coach] >>> TRAIN @Epoch: 378  >>>  || LOSS Avg: 5.87455
2023-09-21 15:10:53,968:	[Coach] >>> VALID @Epoch: 378  >>> 
2023-09-21 15:10:53,968:	[Coach] >>> TEST  @Epoch: 378  >>> 
2023-09-21 15:10:57,089:	[Wall TIME] >>> ChiefCoach.train takes 3.120099 seconds ...
2023-09-21 15:10:57,155:	[Coach] >>> TRAIN @Epoch: 379  >>>  || LOSS Avg: 5.87611
2023-09-21 15:10:57,156:	[Coach] >>> VALID @Epoch: 379  >>> 
2023-09-21 15:10:57,156:	[Coach] >>> TEST  @Epoch: 379  >>> 
2023-09-21 15:11:00,309:	[Wall TIME] >>> ChiefCoach.train takes 3.153390 seconds ...
2023-09-21 15:11:02,451:	[Wall TIME] >>> ChiefCoach.valid takes 2.077762 seconds ...
2023-09-21 15:11:02,451:	[Coach] >>> TRAIN @Epoch: 380  >>>  || LOSS Avg: 5.89967
2023-09-21 15:11:02,451:	[Coach] >>> VALID @Epoch: 380  >>>  || HITRATE@1 Avg: 0.0234 || HITRATE@5 Avg: 0.0667 || HITRATE@10 Avg: 0.0942 || NDCG@5 Avg: 0.0454 || NDCG@10 Avg: 0.0543
2023-09-21 15:11:02,451:	[Coach] >>> TEST  @Epoch: 380  >>> 
2023-09-21 15:11:05,548:	[Wall TIME] >>> ChiefCoach.train takes 3.096531 seconds ...
2023-09-21 15:11:05,612:	[Coach] >>> TRAIN @Epoch: 381  >>>  || LOSS Avg: 5.87517
2023-09-21 15:11:05,612:	[Coach] >>> VALID @Epoch: 381  >>> 
2023-09-21 15:11:05,612:	[Coach] >>> TEST  @Epoch: 381  >>> 
2023-09-21 15:11:08,736:	[Wall TIME] >>> ChiefCoach.train takes 3.123496 seconds ...
2023-09-21 15:11:08,808:	[Coach] >>> TRAIN @Epoch: 382  >>>  || LOSS Avg: 5.88494
2023-09-21 15:11:08,808:	[Coach] >>> VALID @Epoch: 382  >>> 
2023-09-21 15:11:08,808:	[Coach] >>> TEST  @Epoch: 382  >>> 
2023-09-21 15:11:12,088:	[Wall TIME] >>> ChiefCoach.train takes 3.279436 seconds ...
2023-09-21 15:11:12,204:	[Coach] >>> TRAIN @Epoch: 383  >>>  || LOSS Avg: 5.86091
2023-09-21 15:11:12,204:	[Coach] >>> VALID @Epoch: 383  >>> 
2023-09-21 15:11:12,204:	[Coach] >>> TEST  @Epoch: 383  >>> 
2023-09-21 15:11:15,361:	[Wall TIME] >>> ChiefCoach.train takes 3.157316 seconds ...
2023-09-21 15:11:15,425:	[Coach] >>> TRAIN @Epoch: 384  >>>  || LOSS Avg: 5.88883
2023-09-21 15:11:15,425:	[Coach] >>> VALID @Epoch: 384  >>> 
2023-09-21 15:11:15,426:	[Coach] >>> TEST  @Epoch: 384  >>> 
2023-09-21 15:11:18,548:	[Wall TIME] >>> ChiefCoach.train takes 3.122002 seconds ...
2023-09-21 15:11:20,742:	[Wall TIME] >>> ChiefCoach.valid takes 2.033484 seconds ...
2023-09-21 15:11:20,743:	[Coach] >>> TRAIN @Epoch: 385  >>>  || LOSS Avg: 5.87920
2023-09-21 15:11:20,744:	[Coach] >>> VALID @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0247 || HITRATE@5 Avg: 0.0655 || HITRATE@10 Avg: 0.0946 || NDCG@5 Avg: 0.0453 || NDCG@10 Avg: 0.0547
2023-09-21 15:11:20,744:	[Coach] >>> TEST  @Epoch: 385  >>> 
2023-09-21 15:11:23,872:	[Wall TIME] >>> ChiefCoach.train takes 3.128155 seconds ...
2023-09-21 15:11:24,218:	[Coach] >>> TRAIN @Epoch: 386  >>>  || LOSS Avg: 5.86548
2023-09-21 15:11:24,218:	[Coach] >>> VALID @Epoch: 386  >>> 
2023-09-21 15:11:24,218:	[Coach] >>> TEST  @Epoch: 386  >>> 
2023-09-21 15:11:27,448:	[Wall TIME] >>> ChiefCoach.train takes 3.229116 seconds ...
2023-09-21 15:11:27,521:	[Coach] >>> TRAIN @Epoch: 387  >>>  || LOSS Avg: 5.86260
2023-09-21 15:11:27,521:	[Coach] >>> VALID @Epoch: 387  >>> 
2023-09-21 15:11:27,521:	[Coach] >>> TEST  @Epoch: 387  >>> 
2023-09-21 15:11:30,704:	[Wall TIME] >>> ChiefCoach.train takes 3.182354 seconds ...
2023-09-21 15:11:30,782:	[Coach] >>> TRAIN @Epoch: 388  >>>  || LOSS Avg: 5.88816
2023-09-21 15:11:30,783:	[Coach] >>> VALID @Epoch: 388  >>> 
2023-09-21 15:11:30,783:	[Coach] >>> TEST  @Epoch: 388  >>> 
2023-09-21 15:11:33,933:	[Wall TIME] >>> ChiefCoach.train takes 3.150204 seconds ...
2023-09-21 15:11:33,997:	[Coach] >>> TRAIN @Epoch: 389  >>>  || LOSS Avg: 5.86445
2023-09-21 15:11:33,997:	[Coach] >>> VALID @Epoch: 389  >>> 
2023-09-21 15:11:33,998:	[Coach] >>> TEST  @Epoch: 389  >>> 
2023-09-21 15:11:37,141:	[Wall TIME] >>> ChiefCoach.train takes 3.143010 seconds ...
2023-09-21 15:11:39,250:	[Wall TIME] >>> ChiefCoach.valid takes 2.037913 seconds ...
2023-09-21 15:11:39,250:	[Coach] >>> TRAIN @Epoch: 390  >>>  || LOSS Avg: 5.85796
2023-09-21 15:11:39,251:	[Coach] >>> VALID @Epoch: 390  >>>  || HITRATE@1 Avg: 0.0245 || HITRATE@5 Avg: 0.0661 || HITRATE@10 Avg: 0.0947 || NDCG@5 Avg: 0.0456 || NDCG@10 Avg: 0.0548
2023-09-21 15:11:39,251:	[Coach] >>> TEST  @Epoch: 390  >>> 
2023-09-21 15:11:42,462:	[Wall TIME] >>> ChiefCoach.train takes 3.211299 seconds ...
2023-09-21 15:11:42,530:	[Coach] >>> TRAIN @Epoch: 391  >>>  || LOSS Avg: 5.87450
2023-09-21 15:11:42,530:	[Coach] >>> VALID @Epoch: 391  >>> 
2023-09-21 15:11:42,530:	[Coach] >>> TEST  @Epoch: 391  >>> 
2023-09-21 15:11:45,637:	[Wall TIME] >>> ChiefCoach.train takes 3.106984 seconds ...
2023-09-21 15:11:45,706:	[Coach] >>> TRAIN @Epoch: 392  >>>  || LOSS Avg: 5.86304
2023-09-21 15:11:45,706:	[Coach] >>> VALID @Epoch: 392  >>> 
2023-09-21 15:11:45,706:	[Coach] >>> TEST  @Epoch: 392  >>> 
2023-09-21 15:11:48,885:	[Wall TIME] >>> ChiefCoach.train takes 3.178416 seconds ...
2023-09-21 15:11:49,109:	[Coach] >>> TRAIN @Epoch: 393  >>>  || LOSS Avg: 5.86253
2023-09-21 15:11:49,110:	[Coach] >>> VALID @Epoch: 393  >>> 
2023-09-21 15:11:49,110:	[Coach] >>> TEST  @Epoch: 393  >>> 
2023-09-21 15:11:52,336:	[Wall TIME] >>> ChiefCoach.train takes 3.225902 seconds ...
2023-09-21 15:11:52,415:	[Coach] >>> TRAIN @Epoch: 394  >>>  || LOSS Avg: 5.85595
2023-09-21 15:11:52,415:	[Coach] >>> VALID @Epoch: 394  >>> 
2023-09-21 15:11:52,415:	[Coach] >>> TEST  @Epoch: 394  >>> 
2023-09-21 15:11:55,622:	[Wall TIME] >>> ChiefCoach.train takes 3.207184 seconds ...
2023-09-21 15:11:57,625:	[Wall TIME] >>> ChiefCoach.valid takes 1.931687 seconds ...
2023-09-21 15:11:57,625:	[Coach] >>> TRAIN @Epoch: 395  >>>  || LOSS Avg: 5.86959
2023-09-21 15:11:57,625:	[Coach] >>> VALID @Epoch: 395  >>>  || HITRATE@1 Avg: 0.0247 || HITRATE@5 Avg: 0.0655 || HITRATE@10 Avg: 0.0942 || NDCG@5 Avg: 0.0454 || NDCG@10 Avg: 0.0546
2023-09-21 15:11:57,625:	[Coach] >>> TEST  @Epoch: 395  >>> 
2023-09-21 15:12:00,768:	[Wall TIME] >>> ChiefCoach.train takes 3.142860 seconds ...
2023-09-21 15:12:00,830:	[Coach] >>> TRAIN @Epoch: 396  >>>  || LOSS Avg: 5.86034
2023-09-21 15:12:00,830:	[Coach] >>> VALID @Epoch: 396  >>> 
2023-09-21 15:12:00,830:	[Coach] >>> TEST  @Epoch: 396  >>> 
2023-09-21 15:12:03,977:	[Wall TIME] >>> ChiefCoach.train takes 3.146885 seconds ...
2023-09-21 15:12:04,045:	[Coach] >>> TRAIN @Epoch: 397  >>>  || LOSS Avg: 5.88295
2023-09-21 15:12:04,045:	[Coach] >>> VALID @Epoch: 397  >>> 
2023-09-21 15:12:04,045:	[Coach] >>> TEST  @Epoch: 397  >>> 
2023-09-21 15:12:07,209:	[Wall TIME] >>> ChiefCoach.train takes 3.163908 seconds ...
2023-09-21 15:12:07,271:	[Coach] >>> TRAIN @Epoch: 398  >>>  || LOSS Avg: 5.88342
2023-09-21 15:12:07,271:	[Coach] >>> VALID @Epoch: 398  >>> 
2023-09-21 15:12:07,271:	[Coach] >>> TEST  @Epoch: 398  >>> 
2023-09-21 15:12:10,411:	[Wall TIME] >>> ChiefCoach.train takes 3.139812 seconds ...
2023-09-21 15:12:10,476:	[Coach] >>> TRAIN @Epoch: 399  >>>  || LOSS Avg: 5.86976
2023-09-21 15:12:10,476:	[Coach] >>> VALID @Epoch: 399  >>> 
2023-09-21 15:12:10,477:	[Coach] >>> TEST  @Epoch: 399  >>> 
2023-09-21 15:12:13,712:	[Wall TIME] >>> ChiefCoach.train takes 3.235094 seconds ...
2023-09-21 15:12:15,772:	[Wall TIME] >>> ChiefCoach.valid takes 1.988935 seconds ...
2023-09-21 15:12:15,773:	[Coach] >>> TRAIN @Epoch: 400  >>>  || LOSS Avg: 5.85097
2023-09-21 15:12:15,773:	[Coach] >>> VALID @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0257 || HITRATE@5 Avg: 0.0642 || HITRATE@10 Avg: 0.0925 || NDCG@5 Avg: 0.0455 || NDCG@10 Avg: 0.0546
2023-09-21 15:12:15,773:	[Coach] >>> TEST  @Epoch: 400  >>> 
2023-09-21 15:12:18,939:	[Wall TIME] >>> ChiefCoach.train takes 3.165442 seconds ...
2023-09-21 15:12:19,000:	[Coach] >>> TRAIN @Epoch: 401  >>>  || LOSS Avg: 5.86620
2023-09-21 15:12:19,000:	[Coach] >>> VALID @Epoch: 401  >>> 
2023-09-21 15:12:19,000:	[Coach] >>> TEST  @Epoch: 401  >>> 
2023-09-21 15:12:22,177:	[Wall TIME] >>> ChiefCoach.train takes 3.176375 seconds ...
2023-09-21 15:12:22,240:	[Coach] >>> TRAIN @Epoch: 402  >>>  || LOSS Avg: 5.88730
2023-09-21 15:12:22,240:	[Coach] >>> VALID @Epoch: 402  >>> 
2023-09-21 15:12:22,240:	[Coach] >>> TEST  @Epoch: 402  >>> 
2023-09-21 15:12:25,382:	[Wall TIME] >>> ChiefCoach.train takes 3.141858 seconds ...
2023-09-21 15:12:25,445:	[Coach] >>> TRAIN @Epoch: 403  >>>  || LOSS Avg: 5.84311
2023-09-21 15:12:25,445:	[Coach] >>> VALID @Epoch: 403  >>> 
2023-09-21 15:12:25,445:	[Coach] >>> TEST  @Epoch: 403  >>> 
2023-09-21 15:12:28,643:	[Wall TIME] >>> ChiefCoach.train takes 3.197835 seconds ...
2023-09-21 15:12:28,754:	[Coach] >>> TRAIN @Epoch: 404  >>>  || LOSS Avg: 5.86041
2023-09-21 15:12:28,754:	[Coach] >>> VALID @Epoch: 404  >>> 
2023-09-21 15:12:28,754:	[Coach] >>> TEST  @Epoch: 404  >>> 
2023-09-21 15:12:31,907:	[Wall TIME] >>> ChiefCoach.train takes 3.152221 seconds ...
2023-09-21 15:12:34,055:	[Wall TIME] >>> ChiefCoach.valid takes 2.077676 seconds ...
2023-09-21 15:12:34,055:	[Coach] >>> TRAIN @Epoch: 405  >>>  || LOSS Avg: 5.86534
2023-09-21 15:12:34,055:	[Coach] >>> VALID @Epoch: 405  >>>  || HITRATE@1 Avg: 0.0252 || HITRATE@5 Avg: 0.0661 || HITRATE@10 Avg: 0.0952 || NDCG@5 Avg: 0.0458 || NDCG@10 Avg: 0.0552
2023-09-21 15:12:34,055:	[Coach] >>> TEST  @Epoch: 405  >>> 
2023-09-21 15:12:37,224:	[Wall TIME] >>> ChiefCoach.train takes 3.168471 seconds ...
2023-09-21 15:12:37,305:	[Coach] >>> TRAIN @Epoch: 406  >>>  || LOSS Avg: 5.87854
2023-09-21 15:12:37,305:	[Coach] >>> VALID @Epoch: 406  >>> 
2023-09-21 15:12:37,305:	[Coach] >>> TEST  @Epoch: 406  >>> 
2023-09-21 15:12:40,483:	[Wall TIME] >>> ChiefCoach.train takes 3.176957 seconds ...
2023-09-21 15:12:40,554:	[Coach] >>> TRAIN @Epoch: 407  >>>  || LOSS Avg: 5.88283
2023-09-21 15:12:40,554:	[Coach] >>> VALID @Epoch: 407  >>> 
2023-09-21 15:12:40,554:	[Coach] >>> TEST  @Epoch: 407  >>> 
2023-09-21 15:12:43,795:	[Wall TIME] >>> ChiefCoach.train takes 3.240339 seconds ...
2023-09-21 15:12:43,859:	[Coach] >>> TRAIN @Epoch: 408  >>>  || LOSS Avg: 5.85969
2023-09-21 15:12:43,859:	[Coach] >>> VALID @Epoch: 408  >>> 
2023-09-21 15:12:43,859:	[Coach] >>> TEST  @Epoch: 408  >>> 
2023-09-21 15:12:47,070:	[Wall TIME] >>> ChiefCoach.train takes 3.210221 seconds ...
2023-09-21 15:12:47,203:	[Coach] >>> TRAIN @Epoch: 409  >>>  || LOSS Avg: 5.87215
2023-09-21 15:12:47,203:	[Coach] >>> VALID @Epoch: 409  >>> 
2023-09-21 15:12:47,203:	[Coach] >>> TEST  @Epoch: 409  >>> 
2023-09-21 15:12:50,392:	[Wall TIME] >>> ChiefCoach.train takes 3.188290 seconds ...
2023-09-21 15:12:52,418:	[Wall TIME] >>> ChiefCoach.valid takes 1.961471 seconds ...
2023-09-21 15:12:52,418:	[Coach] >>> TRAIN @Epoch: 410  >>>  || LOSS Avg: 5.84565
2023-09-21 15:12:52,418:	[Coach] >>> VALID @Epoch: 410  >>>  || HITRATE@1 Avg: 0.0241 || HITRATE@5 Avg: 0.0644 || HITRATE@10 Avg: 0.0923 || NDCG@5 Avg: 0.0447 || NDCG@10 Avg: 0.0537
2023-09-21 15:12:52,418:	[Coach] >>> TEST  @Epoch: 410  >>> 
2023-09-21 15:12:55,663:	[Wall TIME] >>> ChiefCoach.train takes 3.244192 seconds ...
2023-09-21 15:12:55,724:	[Coach] >>> TRAIN @Epoch: 411  >>>  || LOSS Avg: 5.86261
2023-09-21 15:12:55,724:	[Coach] >>> VALID @Epoch: 411  >>> 
2023-09-21 15:12:55,724:	[Coach] >>> TEST  @Epoch: 411  >>> 
2023-09-21 15:12:59,025:	[Wall TIME] >>> ChiefCoach.train takes 3.301078 seconds ...
2023-09-21 15:12:59,089:	[Coach] >>> TRAIN @Epoch: 412  >>>  || LOSS Avg: 5.84142
2023-09-21 15:12:59,089:	[Coach] >>> VALID @Epoch: 412  >>> 
2023-09-21 15:12:59,089:	[Coach] >>> TEST  @Epoch: 412  >>> 
2023-09-21 15:13:02,813:	[Wall TIME] >>> ChiefCoach.train takes 3.723309 seconds ...
2023-09-21 15:13:02,936:	[Coach] >>> TRAIN @Epoch: 413  >>>  || LOSS Avg: 5.85252
2023-09-21 15:13:02,936:	[Coach] >>> VALID @Epoch: 413  >>> 
2023-09-21 15:13:02,936:	[Coach] >>> TEST  @Epoch: 413  >>> 
2023-09-21 15:13:06,265:	[Wall TIME] >>> ChiefCoach.train takes 3.327848 seconds ...
2023-09-21 15:13:06,469:	[Coach] >>> TRAIN @Epoch: 414  >>>  || LOSS Avg: 5.85455
2023-09-21 15:13:06,469:	[Coach] >>> VALID @Epoch: 414  >>> 
2023-09-21 15:13:06,469:	[Coach] >>> TEST  @Epoch: 414  >>> 
2023-09-21 15:13:09,619:	[Wall TIME] >>> ChiefCoach.train takes 3.150400 seconds ...
2023-09-21 15:13:11,692:	[Wall TIME] >>> ChiefCoach.valid takes 2.010720 seconds ...
2023-09-21 15:13:11,693:	[Coach] >>> TRAIN @Epoch: 415  >>>  || LOSS Avg: 5.84954
2023-09-21 15:13:11,693:	[Coach] >>> VALID @Epoch: 415  >>>  || HITRATE@1 Avg: 0.0246 || HITRATE@5 Avg: 0.0658 || HITRATE@10 Avg: 0.0939 || NDCG@5 Avg: 0.0454 || NDCG@10 Avg: 0.0544
2023-09-21 15:13:11,693:	[Coach] >>> TEST  @Epoch: 415  >>> 
2023-09-21 15:13:14,923:	[Wall TIME] >>> ChiefCoach.train takes 3.230426 seconds ...
2023-09-21 15:13:15,006:	[Coach] >>> TRAIN @Epoch: 416  >>>  || LOSS Avg: 5.86037
2023-09-21 15:13:15,006:	[Coach] >>> VALID @Epoch: 416  >>> 
2023-09-21 15:13:15,006:	[Coach] >>> TEST  @Epoch: 416  >>> 
2023-09-21 15:13:18,190:	[Wall TIME] >>> ChiefCoach.train takes 3.183304 seconds ...
2023-09-21 15:13:18,254:	[Coach] >>> TRAIN @Epoch: 417  >>>  || LOSS Avg: 5.86968
2023-09-21 15:13:18,254:	[Coach] >>> VALID @Epoch: 417  >>> 
2023-09-21 15:13:18,254:	[Coach] >>> TEST  @Epoch: 417  >>> 
2023-09-21 15:13:21,522:	[Wall TIME] >>> ChiefCoach.train takes 3.267340 seconds ...
2023-09-21 15:13:21,595:	[Coach] >>> TRAIN @Epoch: 418  >>>  || LOSS Avg: 5.83208
2023-09-21 15:13:21,596:	[Coach] >>> VALID @Epoch: 418  >>> 
2023-09-21 15:13:21,596:	[Coach] >>> TEST  @Epoch: 418  >>> 
2023-09-21 15:13:24,821:	[Wall TIME] >>> ChiefCoach.train takes 3.225494 seconds ...
2023-09-21 15:13:24,885:	[Coach] >>> TRAIN @Epoch: 419  >>>  || LOSS Avg: 5.84409
2023-09-21 15:13:24,885:	[Coach] >>> VALID @Epoch: 419  >>> 
2023-09-21 15:13:24,885:	[Coach] >>> TEST  @Epoch: 419  >>> 
2023-09-21 15:13:28,048:	[Wall TIME] >>> ChiefCoach.train takes 3.162101 seconds ...
2023-09-21 15:13:30,168:	[Wall TIME] >>> ChiefCoach.valid takes 2.051062 seconds ...
2023-09-21 15:13:30,168:	[Coach] >>> TRAIN @Epoch: 420  >>>  || LOSS Avg: 5.85546
2023-09-21 15:13:30,168:	[Coach] >>> VALID @Epoch: 420  >>>  || HITRATE@1 Avg: 0.0249 || HITRATE@5 Avg: 0.0661 || HITRATE@10 Avg: 0.0945 || NDCG@5 Avg: 0.0458 || NDCG@10 Avg: 0.0549
2023-09-21 15:13:30,168:	[Coach] >>> TEST  @Epoch: 420  >>> 
2023-09-21 15:13:33,327:	[Wall TIME] >>> ChiefCoach.train takes 3.158751 seconds ...
2023-09-21 15:13:33,392:	[Coach] >>> TRAIN @Epoch: 421  >>>  || LOSS Avg: 5.84489
2023-09-21 15:13:33,392:	[Coach] >>> VALID @Epoch: 421  >>> 
2023-09-21 15:13:33,392:	[Coach] >>> TEST  @Epoch: 421  >>> 
2023-09-21 15:13:36,628:	[Wall TIME] >>> ChiefCoach.train takes 3.235327 seconds ...
2023-09-21 15:13:36,689:	[Coach] >>> TRAIN @Epoch: 422  >>>  || LOSS Avg: 5.82589
2023-09-21 15:13:36,689:	[Coach] >>> VALID @Epoch: 422  >>> 
2023-09-21 15:13:36,689:	[Coach] >>> TEST  @Epoch: 422  >>> 
2023-09-21 15:13:39,863:	[Wall TIME] >>> ChiefCoach.train takes 3.173318 seconds ...
2023-09-21 15:13:39,931:	[Coach] >>> TRAIN @Epoch: 423  >>>  || LOSS Avg: 5.84781
2023-09-21 15:13:39,931:	[Coach] >>> VALID @Epoch: 423  >>> 
2023-09-21 15:13:39,931:	[Coach] >>> TEST  @Epoch: 423  >>> 
2023-09-21 15:13:43,204:	[Wall TIME] >>> ChiefCoach.train takes 3.272291 seconds ...
2023-09-21 15:13:43,267:	[Coach] >>> TRAIN @Epoch: 424  >>>  || LOSS Avg: 5.85564
2023-09-21 15:13:43,268:	[Coach] >>> VALID @Epoch: 424  >>> 
2023-09-21 15:13:43,268:	[Coach] >>> TEST  @Epoch: 424  >>> 
2023-09-21 15:13:46,402:	[Wall TIME] >>> ChiefCoach.train takes 3.133802 seconds ...
2023-09-21 15:13:48,544:	[Wall TIME] >>> ChiefCoach.valid takes 2.079431 seconds ...
2023-09-21 15:13:48,545:	[Coach] >>> TRAIN @Epoch: 425  >>>  || LOSS Avg: 5.83690
2023-09-21 15:13:48,545:	[Coach] >>> VALID @Epoch: 425  >>>  || HITRATE@1 Avg: 0.0241 || HITRATE@5 Avg: 0.0655 || HITRATE@10 Avg: 0.0950 || NDCG@5 Avg: 0.0448 || NDCG@10 Avg: 0.0543
2023-09-21 15:13:48,545:	[Coach] >>> TEST  @Epoch: 425  >>> 
2023-09-21 15:13:51,709:	[Wall TIME] >>> ChiefCoach.train takes 3.163902 seconds ...
2023-09-21 15:13:51,775:	[Coach] >>> TRAIN @Epoch: 426  >>>  || LOSS Avg: 5.83134
2023-09-21 15:13:51,775:	[Coach] >>> VALID @Epoch: 426  >>> 
2023-09-21 15:13:51,776:	[Coach] >>> TEST  @Epoch: 426  >>> 
2023-09-21 15:13:55,000:	[Wall TIME] >>> ChiefCoach.train takes 3.224200 seconds ...
2023-09-21 15:13:55,069:	[Coach] >>> TRAIN @Epoch: 427  >>>  || LOSS Avg: 5.82794
2023-09-21 15:13:55,069:	[Coach] >>> VALID @Epoch: 427  >>> 
2023-09-21 15:13:55,069:	[Coach] >>> TEST  @Epoch: 427  >>> 
2023-09-21 15:13:58,339:	[Wall TIME] >>> ChiefCoach.train takes 3.269272 seconds ...
2023-09-21 15:13:58,416:	[Coach] >>> TRAIN @Epoch: 428  >>>  || LOSS Avg: 5.82331
2023-09-21 15:13:58,416:	[Coach] >>> VALID @Epoch: 428  >>> 
2023-09-21 15:13:58,416:	[Coach] >>> TEST  @Epoch: 428  >>> 
2023-09-21 15:14:01,546:	[Wall TIME] >>> ChiefCoach.train takes 3.130077 seconds ...
2023-09-21 15:14:01,608:	[Coach] >>> TRAIN @Epoch: 429  >>>  || LOSS Avg: 5.84602
2023-09-21 15:14:01,608:	[Coach] >>> VALID @Epoch: 429  >>> 
2023-09-21 15:14:01,608:	[Coach] >>> TEST  @Epoch: 429  >>> 
2023-09-21 15:14:04,732:	[Wall TIME] >>> ChiefCoach.train takes 3.124178 seconds ...
2023-09-21 15:14:06,843:	[Wall TIME] >>> ChiefCoach.valid takes 2.048349 seconds ...
2023-09-21 15:14:06,843:	[Coach] >>> TRAIN @Epoch: 430  >>>  || LOSS Avg: 5.84516
2023-09-21 15:14:06,843:	[Coach] >>> VALID @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0244 || HITRATE@5 Avg: 0.0651 || HITRATE@10 Avg: 0.0928 || NDCG@5 Avg: 0.0454 || NDCG@10 Avg: 0.0543
2023-09-21 15:14:06,843:	[Coach] >>> TEST  @Epoch: 430  >>> 
2023-09-21 15:14:09,995:	[Wall TIME] >>> ChiefCoach.train takes 3.151269 seconds ...
2023-09-21 15:14:10,069:	[Coach] >>> TRAIN @Epoch: 431  >>>  || LOSS Avg: 5.83560
2023-09-21 15:14:10,069:	[Coach] >>> VALID @Epoch: 431  >>> 
2023-09-21 15:14:10,069:	[Coach] >>> TEST  @Epoch: 431  >>> 
2023-09-21 15:14:13,288:	[Wall TIME] >>> ChiefCoach.train takes 3.218311 seconds ...
2023-09-21 15:14:13,351:	[Coach] >>> TRAIN @Epoch: 432  >>>  || LOSS Avg: 5.82888
2023-09-21 15:14:13,351:	[Coach] >>> VALID @Epoch: 432  >>> 
2023-09-21 15:14:13,351:	[Coach] >>> TEST  @Epoch: 432  >>> 
2023-09-21 15:14:16,534:	[Wall TIME] >>> ChiefCoach.train takes 3.182363 seconds ...
2023-09-21 15:14:16,599:	[Coach] >>> TRAIN @Epoch: 433  >>>  || LOSS Avg: 5.84823
2023-09-21 15:14:16,600:	[Coach] >>> VALID @Epoch: 433  >>> 
2023-09-21 15:14:16,600:	[Coach] >>> TEST  @Epoch: 433  >>> 
2023-09-21 15:14:19,863:	[Wall TIME] >>> ChiefCoach.train takes 3.263335 seconds ...
2023-09-21 15:14:19,941:	[Coach] >>> TRAIN @Epoch: 434  >>>  || LOSS Avg: 5.81685
2023-09-21 15:14:19,942:	[Coach] >>> VALID @Epoch: 434  >>> 
2023-09-21 15:14:19,942:	[Coach] >>> TEST  @Epoch: 434  >>> 
2023-09-21 15:14:23,110:	[Wall TIME] >>> ChiefCoach.train takes 3.168235 seconds ...
2023-09-21 15:14:25,192:	[Wall TIME] >>> ChiefCoach.valid takes 2.009559 seconds ...
2023-09-21 15:14:25,193:	[Coach] >>> TRAIN @Epoch: 435  >>>  || LOSS Avg: 5.84274
2023-09-21 15:14:25,193:	[Coach] >>> VALID @Epoch: 435  >>>  || HITRATE@1 Avg: 0.0234 || HITRATE@5 Avg: 0.0641 || HITRATE@10 Avg: 0.0919 || NDCG@5 Avg: 0.0443 || NDCG@10 Avg: 0.0533
2023-09-21 15:14:25,193:	[Coach] >>> TEST  @Epoch: 435  >>> 
2023-09-21 15:14:28,396:	[Wall TIME] >>> ChiefCoach.train takes 3.203271 seconds ...
2023-09-21 15:14:28,462:	[Coach] >>> TRAIN @Epoch: 436  >>>  || LOSS Avg: 5.84904
2023-09-21 15:14:28,462:	[Coach] >>> VALID @Epoch: 436  >>> 
2023-09-21 15:14:28,462:	[Coach] >>> TEST  @Epoch: 436  >>> 
2023-09-21 15:14:31,640:	[Wall TIME] >>> ChiefCoach.train takes 3.178100 seconds ...
2023-09-21 15:14:31,704:	[Coach] >>> TRAIN @Epoch: 437  >>>  || LOSS Avg: 5.82360
2023-09-21 15:14:31,705:	[Coach] >>> VALID @Epoch: 437  >>> 
2023-09-21 15:14:31,705:	[Coach] >>> TEST  @Epoch: 437  >>> 
2023-09-21 15:14:34,930:	[Wall TIME] >>> ChiefCoach.train takes 3.224690 seconds ...
2023-09-21 15:14:34,992:	[Coach] >>> TRAIN @Epoch: 438  >>>  || LOSS Avg: 5.82326
2023-09-21 15:14:34,992:	[Coach] >>> VALID @Epoch: 438  >>> 
2023-09-21 15:14:34,992:	[Coach] >>> TEST  @Epoch: 438  >>> 
2023-09-21 15:14:38,212:	[Wall TIME] >>> ChiefCoach.train takes 3.219953 seconds ...
2023-09-21 15:14:38,273:	[Coach] >>> TRAIN @Epoch: 439  >>>  || LOSS Avg: 5.82530
2023-09-21 15:14:38,273:	[Coach] >>> VALID @Epoch: 439  >>> 
2023-09-21 15:14:38,274:	[Coach] >>> TEST  @Epoch: 439  >>> 
2023-09-21 15:14:41,438:	[Wall TIME] >>> ChiefCoach.train takes 3.163888 seconds ...
2023-09-21 15:14:43,478:	[Wall TIME] >>> ChiefCoach.valid takes 1.977091 seconds ...
2023-09-21 15:14:43,478:	[Coach] >>> TRAIN @Epoch: 440  >>>  || LOSS Avg: 5.82268
2023-09-21 15:14:43,478:	[Coach] >>> VALID @Epoch: 440  >>>  || HITRATE@1 Avg: 0.0240 || HITRATE@5 Avg: 0.0647 || HITRATE@10 Avg: 0.0929 || NDCG@5 Avg: 0.0450 || NDCG@10 Avg: 0.0541
2023-09-21 15:14:43,479:	[Coach] >>> TEST  @Epoch: 440  >>> 
2023-09-21 15:14:46,615:	[Wall TIME] >>> ChiefCoach.train takes 3.136023 seconds ...
2023-09-21 15:14:46,711:	[Coach] >>> TRAIN @Epoch: 441  >>>  || LOSS Avg: 5.82357
2023-09-21 15:14:46,711:	[Coach] >>> VALID @Epoch: 441  >>> 
2023-09-21 15:14:46,711:	[Coach] >>> TEST  @Epoch: 441  >>> 
2023-09-21 15:14:49,987:	[Wall TIME] >>> ChiefCoach.train takes 3.275589 seconds ...
2023-09-21 15:14:50,060:	[Coach] >>> TRAIN @Epoch: 442  >>>  || LOSS Avg: 5.83796
2023-09-21 15:14:50,060:	[Coach] >>> VALID @Epoch: 442  >>> 
2023-09-21 15:14:50,061:	[Coach] >>> TEST  @Epoch: 442  >>> 
2023-09-21 15:14:53,329:	[Wall TIME] >>> ChiefCoach.train takes 3.268157 seconds ...
2023-09-21 15:14:53,394:	[Coach] >>> TRAIN @Epoch: 443  >>>  || LOSS Avg: 5.82903
2023-09-21 15:14:53,394:	[Coach] >>> VALID @Epoch: 443  >>> 
2023-09-21 15:14:53,394:	[Coach] >>> TEST  @Epoch: 443  >>> 
2023-09-21 15:14:56,572:	[Wall TIME] >>> ChiefCoach.train takes 3.177794 seconds ...
2023-09-21 15:14:56,645:	[Coach] >>> TRAIN @Epoch: 444  >>>  || LOSS Avg: 5.84157
2023-09-21 15:14:56,645:	[Coach] >>> VALID @Epoch: 444  >>> 
2023-09-21 15:14:56,645:	[Coach] >>> TEST  @Epoch: 444  >>> 
2023-09-21 15:14:59,881:	[Wall TIME] >>> ChiefCoach.train takes 3.235476 seconds ...
2023-09-21 15:15:01,928:	[Wall TIME] >>> ChiefCoach.valid takes 1.985526 seconds ...
2023-09-21 15:15:01,928:	[Coach] >>> TRAIN @Epoch: 445  >>>  || LOSS Avg: 5.85859
2023-09-21 15:15:01,928:	[Coach] >>> VALID @Epoch: 445  >>>  || HITRATE@1 Avg: 0.0242 || HITRATE@5 Avg: 0.0644 || HITRATE@10 Avg: 0.0922 || NDCG@5 Avg: 0.0448 || NDCG@10 Avg: 0.0538
2023-09-21 15:15:01,928:	[Coach] >>> TEST  @Epoch: 445  >>> 
2023-09-21 15:15:05,048:	[Wall TIME] >>> ChiefCoach.train takes 3.119422 seconds ...
2023-09-21 15:15:05,111:	[Coach] >>> TRAIN @Epoch: 446  >>>  || LOSS Avg: 5.81060
2023-09-21 15:15:05,112:	[Coach] >>> VALID @Epoch: 446  >>> 
2023-09-21 15:15:05,112:	[Coach] >>> TEST  @Epoch: 446  >>> 
2023-09-21 15:15:08,325:	[Wall TIME] >>> ChiefCoach.train takes 3.212972 seconds ...
2023-09-21 15:15:08,386:	[Coach] >>> TRAIN @Epoch: 447  >>>  || LOSS Avg: 5.84741
2023-09-21 15:15:08,386:	[Coach] >>> VALID @Epoch: 447  >>> 
2023-09-21 15:15:08,386:	[Coach] >>> TEST  @Epoch: 447  >>> 
2023-09-21 15:15:11,499:	[Wall TIME] >>> ChiefCoach.train takes 3.112070 seconds ...
2023-09-21 15:15:11,563:	[Coach] >>> TRAIN @Epoch: 448  >>>  || LOSS Avg: 5.85617
2023-09-21 15:15:11,564:	[Coach] >>> VALID @Epoch: 448  >>> 
2023-09-21 15:15:11,564:	[Coach] >>> TEST  @Epoch: 448  >>> 
2023-09-21 15:15:14,780:	[Wall TIME] >>> ChiefCoach.train takes 3.216173 seconds ...
2023-09-21 15:15:14,844:	[Coach] >>> TRAIN @Epoch: 449  >>>  || LOSS Avg: 5.85621
2023-09-21 15:15:14,844:	[Coach] >>> VALID @Epoch: 449  >>> 
2023-09-21 15:15:14,844:	[Coach] >>> TEST  @Epoch: 449  >>> 
2023-09-21 15:15:18,019:	[Wall TIME] >>> ChiefCoach.train takes 3.174353 seconds ...
2023-09-21 15:15:20,052:	[Wall TIME] >>> ChiefCoach.valid takes 1.972420 seconds ...
2023-09-21 15:15:20,052:	[Coach] >>> TRAIN @Epoch: 450  >>>  || LOSS Avg: 5.83593
2023-09-21 15:15:20,053:	[Coach] >>> VALID @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0235 || HITRATE@5 Avg: 0.0629 || HITRATE@10 Avg: 0.0909 || NDCG@5 Avg: 0.0435 || NDCG@10 Avg: 0.0525
2023-09-21 15:15:20,053:	[Coach] >>> TEST  @Epoch: 450  >>> 
2023-09-21 15:15:23,221:	[Wall TIME] >>> ChiefCoach.train takes 3.168037 seconds ...
2023-09-21 15:15:23,282:	[Coach] >>> TRAIN @Epoch: 451  >>>  || LOSS Avg: 5.82208
2023-09-21 15:15:23,282:	[Coach] >>> VALID @Epoch: 451  >>> 
2023-09-21 15:15:23,282:	[Coach] >>> TEST  @Epoch: 451  >>> 
2023-09-21 15:15:26,447:	[Wall TIME] >>> ChiefCoach.train takes 3.165227 seconds ...
2023-09-21 15:15:26,515:	[Coach] >>> TRAIN @Epoch: 452  >>>  || LOSS Avg: 5.82001
2023-09-21 15:15:26,515:	[Coach] >>> VALID @Epoch: 452  >>> 
2023-09-21 15:15:26,515:	[Coach] >>> TEST  @Epoch: 452  >>> 
2023-09-21 15:15:29,625:	[Wall TIME] >>> ChiefCoach.train takes 3.110024 seconds ...
2023-09-21 15:15:29,692:	[Coach] >>> TRAIN @Epoch: 453  >>>  || LOSS Avg: 5.82292
2023-09-21 15:15:29,692:	[Coach] >>> VALID @Epoch: 453  >>> 
2023-09-21 15:15:29,692:	[Coach] >>> TEST  @Epoch: 453  >>> 
2023-09-21 15:15:32,948:	[Wall TIME] >>> ChiefCoach.train takes 3.255780 seconds ...
2023-09-21 15:15:33,009:	[Coach] >>> TRAIN @Epoch: 454  >>>  || LOSS Avg: 5.85528
2023-09-21 15:15:33,009:	[Coach] >>> VALID @Epoch: 454  >>> 
2023-09-21 15:15:33,009:	[Coach] >>> TEST  @Epoch: 454  >>> 
2023-09-21 15:15:36,202:	[Wall TIME] >>> ChiefCoach.train takes 3.192447 seconds ...
2023-09-21 15:15:38,226:	[Wall TIME] >>> ChiefCoach.valid takes 1.960528 seconds ...
2023-09-21 15:15:38,227:	[Coach] >>> TRAIN @Epoch: 455  >>>  || LOSS Avg: 5.84418
2023-09-21 15:15:38,227:	[Coach] >>> VALID @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0251 || HITRATE@5 Avg: 0.0639 || HITRATE@10 Avg: 0.0913 || NDCG@5 Avg: 0.0450 || NDCG@10 Avg: 0.0538
2023-09-21 15:15:38,227:	[Coach] >>> TEST  @Epoch: 455  >>> 
2023-09-21 15:15:41,492:	[Wall TIME] >>> ChiefCoach.train takes 3.265440 seconds ...
2023-09-21 15:15:41,558:	[Coach] >>> TRAIN @Epoch: 456  >>>  || LOSS Avg: 5.83095
2023-09-21 15:15:41,558:	[Coach] >>> VALID @Epoch: 456  >>> 
2023-09-21 15:15:41,558:	[Coach] >>> TEST  @Epoch: 456  >>> 
2023-09-21 15:15:44,732:	[Wall TIME] >>> ChiefCoach.train takes 3.173155 seconds ...
2023-09-21 15:15:44,856:	[Coach] >>> TRAIN @Epoch: 457  >>>  || LOSS Avg: 5.81828
2023-09-21 15:15:44,856:	[Coach] >>> VALID @Epoch: 457  >>> 
2023-09-21 15:15:44,856:	[Coach] >>> TEST  @Epoch: 457  >>> 
2023-09-21 15:15:48,136:	[Wall TIME] >>> ChiefCoach.train takes 3.279828 seconds ...
2023-09-21 15:15:48,198:	[Coach] >>> TRAIN @Epoch: 458  >>>  || LOSS Avg: 5.84002
2023-09-21 15:15:48,198:	[Coach] >>> VALID @Epoch: 458  >>> 
2023-09-21 15:15:48,198:	[Coach] >>> TEST  @Epoch: 458  >>> 
2023-09-21 15:15:51,436:	[Wall TIME] >>> ChiefCoach.train takes 3.237535 seconds ...
2023-09-21 15:15:51,500:	[Coach] >>> TRAIN @Epoch: 459  >>>  || LOSS Avg: 5.83095
2023-09-21 15:15:51,501:	[Coach] >>> VALID @Epoch: 459  >>> 
2023-09-21 15:15:51,501:	[Coach] >>> TEST  @Epoch: 459  >>> 
2023-09-21 15:15:54,741:	[Wall TIME] >>> ChiefCoach.train takes 3.240510 seconds ...
2023-09-21 15:15:56,793:	[Wall TIME] >>> ChiefCoach.valid takes 1.990455 seconds ...
2023-09-21 15:15:56,793:	[Coach] >>> TRAIN @Epoch: 460  >>>  || LOSS Avg: 5.84055
2023-09-21 15:15:56,793:	[Coach] >>> VALID @Epoch: 460  >>>  || HITRATE@1 Avg: 0.0230 || HITRATE@5 Avg: 0.0656 || HITRATE@10 Avg: 0.0924 || NDCG@5 Avg: 0.0447 || NDCG@10 Avg: 0.0532
2023-09-21 15:15:56,793:	[Coach] >>> TEST  @Epoch: 460  >>> 
2023-09-21 15:15:59,983:	[Wall TIME] >>> ChiefCoach.train takes 3.189604 seconds ...
2023-09-21 15:16:00,047:	[Coach] >>> TRAIN @Epoch: 461  >>>  || LOSS Avg: 5.82465
2023-09-21 15:16:00,047:	[Coach] >>> VALID @Epoch: 461  >>> 
2023-09-21 15:16:00,047:	[Coach] >>> TEST  @Epoch: 461  >>> 
2023-09-21 15:16:03,275:	[Wall TIME] >>> ChiefCoach.train takes 3.227443 seconds ...
2023-09-21 15:16:03,341:	[Coach] >>> TRAIN @Epoch: 462  >>>  || LOSS Avg: 5.84609
2023-09-21 15:16:03,341:	[Coach] >>> VALID @Epoch: 462  >>> 
2023-09-21 15:16:03,341:	[Coach] >>> TEST  @Epoch: 462  >>> 
2023-09-21 15:16:06,509:	[Wall TIME] >>> ChiefCoach.train takes 3.167424 seconds ...
2023-09-21 15:16:06,575:	[Coach] >>> TRAIN @Epoch: 463  >>>  || LOSS Avg: 5.82575
2023-09-21 15:16:06,575:	[Coach] >>> VALID @Epoch: 463  >>> 
2023-09-21 15:16:06,575:	[Coach] >>> TEST  @Epoch: 463  >>> 
2023-09-21 15:16:09,819:	[Wall TIME] >>> ChiefCoach.train takes 3.243137 seconds ...
2023-09-21 15:16:09,884:	[Coach] >>> TRAIN @Epoch: 464  >>>  || LOSS Avg: 5.84641
2023-09-21 15:16:09,884:	[Coach] >>> VALID @Epoch: 464  >>> 
2023-09-21 15:16:09,884:	[Coach] >>> TEST  @Epoch: 464  >>> 
2023-09-21 15:16:13,025:	[Wall TIME] >>> ChiefCoach.train takes 3.140877 seconds ...
2023-09-21 15:16:15,225:	[Wall TIME] >>> ChiefCoach.valid takes 2.019716 seconds ...
2023-09-21 15:16:15,225:	[Coach] >>> TRAIN @Epoch: 465  >>>  || LOSS Avg: 5.80087
2023-09-21 15:16:15,225:	[Coach] >>> VALID @Epoch: 465  >>>  || HITRATE@1 Avg: 0.0234 || HITRATE@5 Avg: 0.0644 || HITRATE@10 Avg: 0.0920 || NDCG@5 Avg: 0.0445 || NDCG@10 Avg: 0.0534
2023-09-21 15:16:15,226:	[Coach] >>> TEST  @Epoch: 465  >>> 
2023-09-21 15:16:18,375:	[Wall TIME] >>> ChiefCoach.train takes 3.149708 seconds ...
2023-09-21 15:16:18,460:	[Coach] >>> TRAIN @Epoch: 466  >>>  || LOSS Avg: 5.80895
2023-09-21 15:16:18,461:	[Coach] >>> VALID @Epoch: 466  >>> 
2023-09-21 15:16:18,461:	[Coach] >>> TEST  @Epoch: 466  >>> 
2023-09-21 15:16:21,678:	[Wall TIME] >>> ChiefCoach.train takes 3.217487 seconds ...
2023-09-21 15:16:21,739:	[Coach] >>> TRAIN @Epoch: 467  >>>  || LOSS Avg: 5.80812
2023-09-21 15:16:21,740:	[Coach] >>> VALID @Epoch: 467  >>> 
2023-09-21 15:16:21,740:	[Coach] >>> TEST  @Epoch: 467  >>> 
2023-09-21 15:16:24,944:	[Wall TIME] >>> ChiefCoach.train takes 3.204075 seconds ...
2023-09-21 15:16:25,005:	[Coach] >>> TRAIN @Epoch: 468  >>>  || LOSS Avg: 5.82267
2023-09-21 15:16:25,005:	[Coach] >>> VALID @Epoch: 468  >>> 
2023-09-21 15:16:25,005:	[Coach] >>> TEST  @Epoch: 468  >>> 
2023-09-21 15:16:28,256:	[Wall TIME] >>> ChiefCoach.train takes 3.250182 seconds ...
2023-09-21 15:16:28,319:	[Coach] >>> TRAIN @Epoch: 469  >>>  || LOSS Avg: 5.84754
2023-09-21 15:16:28,320:	[Coach] >>> VALID @Epoch: 469  >>> 
2023-09-21 15:16:28,320:	[Coach] >>> TEST  @Epoch: 469  >>> 
2023-09-21 15:16:31,516:	[Wall TIME] >>> ChiefCoach.train takes 3.195982 seconds ...
2023-09-21 15:16:33,646:	[Wall TIME] >>> ChiefCoach.valid takes 2.065316 seconds ...
2023-09-21 15:16:33,647:	[Coach] >>> TRAIN @Epoch: 470  >>>  || LOSS Avg: 5.81417
2023-09-21 15:16:33,647:	[Coach] >>> VALID @Epoch: 470  >>>  || HITRATE@1 Avg: 0.0242 || HITRATE@5 Avg: 0.0669 || HITRATE@10 Avg: 0.0937 || NDCG@5 Avg: 0.0461 || NDCG@10 Avg: 0.0547
2023-09-21 15:16:33,647:	[Coach] >>> TEST  @Epoch: 470  >>> 
2023-09-21 15:16:36,844:	[Wall TIME] >>> ChiefCoach.train takes 3.197135 seconds ...
2023-09-21 15:16:36,918:	[Coach] >>> TRAIN @Epoch: 471  >>>  || LOSS Avg: 5.82033
2023-09-21 15:16:36,918:	[Coach] >>> VALID @Epoch: 471  >>> 
2023-09-21 15:16:36,918:	[Coach] >>> TEST  @Epoch: 471  >>> 
2023-09-21 15:16:40,086:	[Wall TIME] >>> ChiefCoach.train takes 3.167527 seconds ...
2023-09-21 15:16:40,148:	[Coach] >>> TRAIN @Epoch: 472  >>>  || LOSS Avg: 5.83118
2023-09-21 15:16:40,148:	[Coach] >>> VALID @Epoch: 472  >>> 
2023-09-21 15:16:40,148:	[Coach] >>> TEST  @Epoch: 472  >>> 
2023-09-21 15:16:43,416:	[Wall TIME] >>> ChiefCoach.train takes 3.268058 seconds ...
2023-09-21 15:16:43,571:	[Coach] >>> TRAIN @Epoch: 473  >>>  || LOSS Avg: 5.81470
2023-09-21 15:16:43,572:	[Coach] >>> VALID @Epoch: 473  >>> 
2023-09-21 15:16:43,572:	[Coach] >>> TEST  @Epoch: 473  >>> 
2023-09-21 15:16:46,807:	[Wall TIME] >>> ChiefCoach.train takes 3.234615 seconds ...
2023-09-21 15:16:46,878:	[Coach] >>> TRAIN @Epoch: 474  >>>  || LOSS Avg: 5.81506
2023-09-21 15:16:46,878:	[Coach] >>> VALID @Epoch: 474  >>> 
2023-09-21 15:16:46,879:	[Coach] >>> TEST  @Epoch: 474  >>> 
2023-09-21 15:16:50,061:	[Wall TIME] >>> ChiefCoach.train takes 3.182032 seconds ...
2023-09-21 15:16:52,152:	[Wall TIME] >>> ChiefCoach.valid takes 2.026695 seconds ...
2023-09-21 15:16:52,152:	[Coach] >>> TRAIN @Epoch: 475  >>>  || LOSS Avg: 5.80615
2023-09-21 15:16:52,153:	[Coach] >>> VALID @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0245 || HITRATE@5 Avg: 0.0649 || HITRATE@10 Avg: 0.0932 || NDCG@5 Avg: 0.0450 || NDCG@10 Avg: 0.0541
2023-09-21 15:16:52,153:	[Coach] >>> TEST  @Epoch: 475  >>> 
2023-09-21 15:16:55,336:	[Wall TIME] >>> ChiefCoach.train takes 3.183264 seconds ...
2023-09-21 15:16:55,397:	[Coach] >>> TRAIN @Epoch: 476  >>>  || LOSS Avg: 5.80995
2023-09-21 15:16:55,397:	[Coach] >>> VALID @Epoch: 476  >>> 
2023-09-21 15:16:55,397:	[Coach] >>> TEST  @Epoch: 476  >>> 
2023-09-21 15:16:58,499:	[Wall TIME] >>> ChiefCoach.train takes 3.101669 seconds ...
2023-09-21 15:16:58,563:	[Coach] >>> TRAIN @Epoch: 477  >>>  || LOSS Avg: 5.82165
2023-09-21 15:16:58,563:	[Coach] >>> VALID @Epoch: 477  >>> 
2023-09-21 15:16:58,563:	[Coach] >>> TEST  @Epoch: 477  >>> 
2023-09-21 15:17:01,751:	[Wall TIME] >>> ChiefCoach.train takes 3.187929 seconds ...
2023-09-21 15:17:01,812:	[Coach] >>> TRAIN @Epoch: 478  >>>  || LOSS Avg: 5.81456
2023-09-21 15:17:01,813:	[Coach] >>> VALID @Epoch: 478  >>> 
2023-09-21 15:17:01,813:	[Coach] >>> TEST  @Epoch: 478  >>> 
2023-09-21 15:17:04,979:	[Wall TIME] >>> ChiefCoach.train takes 3.166193 seconds ...
2023-09-21 15:17:05,044:	[Coach] >>> TRAIN @Epoch: 479  >>>  || LOSS Avg: 5.81694
2023-09-21 15:17:05,044:	[Coach] >>> VALID @Epoch: 479  >>> 
2023-09-21 15:17:05,044:	[Coach] >>> TEST  @Epoch: 479  >>> 
2023-09-21 15:17:08,148:	[Wall TIME] >>> ChiefCoach.train takes 3.104080 seconds ...
2023-09-21 15:17:10,212:	[Wall TIME] >>> ChiefCoach.valid takes 1.991368 seconds ...
2023-09-21 15:17:10,212:	[Coach] >>> TRAIN @Epoch: 480  >>>  || LOSS Avg: 5.81388
2023-09-21 15:17:10,212:	[Coach] >>> VALID @Epoch: 480  >>>  || HITRATE@1 Avg: 0.0248 || HITRATE@5 Avg: 0.0668 || HITRATE@10 Avg: 0.0908 || NDCG@5 Avg: 0.0464 || NDCG@10 Avg: 0.0541
2023-09-21 15:17:10,212:	[Coach] >>> TEST  @Epoch: 480  >>> 
2023-09-21 15:17:13,463:	[Wall TIME] >>> ChiefCoach.train takes 3.250575 seconds ...
2023-09-21 15:17:13,629:	[Coach] >>> TRAIN @Epoch: 481  >>>  || LOSS Avg: 5.81651
2023-09-21 15:17:13,630:	[Coach] >>> VALID @Epoch: 481  >>> 
2023-09-21 15:17:13,630:	[Coach] >>> TEST  @Epoch: 481  >>> 
2023-09-21 15:17:16,790:	[Wall TIME] >>> ChiefCoach.train takes 3.160266 seconds ...
2023-09-21 15:17:16,855:	[Coach] >>> TRAIN @Epoch: 482  >>>  || LOSS Avg: 5.82676
2023-09-21 15:17:16,855:	[Coach] >>> VALID @Epoch: 482  >>> 
2023-09-21 15:17:16,855:	[Coach] >>> TEST  @Epoch: 482  >>> 
2023-09-21 15:17:20,114:	[Wall TIME] >>> ChiefCoach.train takes 3.258781 seconds ...
2023-09-21 15:17:20,177:	[Coach] >>> TRAIN @Epoch: 483  >>>  || LOSS Avg: 5.80615
2023-09-21 15:17:20,177:	[Coach] >>> VALID @Epoch: 483  >>> 
2023-09-21 15:17:20,177:	[Coach] >>> TEST  @Epoch: 483  >>> 
2023-09-21 15:17:23,336:	[Wall TIME] >>> ChiefCoach.train takes 3.158872 seconds ...
2023-09-21 15:17:23,400:	[Coach] >>> TRAIN @Epoch: 484  >>>  || LOSS Avg: 5.82078
2023-09-21 15:17:23,400:	[Coach] >>> VALID @Epoch: 484  >>> 
2023-09-21 15:17:23,400:	[Coach] >>> TEST  @Epoch: 484  >>> 
2023-09-21 15:17:26,554:	[Wall TIME] >>> ChiefCoach.train takes 3.153761 seconds ...
2023-09-21 15:17:28,644:	[Wall TIME] >>> ChiefCoach.valid takes 2.011878 seconds ...
2023-09-21 15:17:28,645:	[Coach] >>> TRAIN @Epoch: 485  >>>  || LOSS Avg: 5.84653
2023-09-21 15:17:28,645:	[Coach] >>> VALID @Epoch: 485  >>>  || HITRATE@1 Avg: 0.0244 || HITRATE@5 Avg: 0.0641 || HITRATE@10 Avg: 0.0912 || NDCG@5 Avg: 0.0447 || NDCG@10 Avg: 0.0534
2023-09-21 15:17:28,645:	[Coach] >>> TEST  @Epoch: 485  >>> 
2023-09-21 15:17:31,879:	[Wall TIME] >>> ChiefCoach.train takes 3.233763 seconds ...
2023-09-21 15:17:31,946:	[Coach] >>> TRAIN @Epoch: 486  >>>  || LOSS Avg: 5.81776
2023-09-21 15:17:31,946:	[Coach] >>> VALID @Epoch: 486  >>> 
2023-09-21 15:17:31,946:	[Coach] >>> TEST  @Epoch: 486  >>> 
2023-09-21 15:17:35,134:	[Wall TIME] >>> ChiefCoach.train takes 3.188049 seconds ...
2023-09-21 15:17:35,197:	[Coach] >>> TRAIN @Epoch: 487  >>>  || LOSS Avg: 5.81237
2023-09-21 15:17:35,198:	[Coach] >>> VALID @Epoch: 487  >>> 
2023-09-21 15:17:35,198:	[Coach] >>> TEST  @Epoch: 487  >>> 
2023-09-21 15:17:38,488:	[Wall TIME] >>> ChiefCoach.train takes 3.290337 seconds ...
2023-09-21 15:17:38,552:	[Coach] >>> TRAIN @Epoch: 488  >>>  || LOSS Avg: 5.81923
2023-09-21 15:17:38,552:	[Coach] >>> VALID @Epoch: 488  >>> 
2023-09-21 15:17:38,552:	[Coach] >>> TEST  @Epoch: 488  >>> 
2023-09-21 15:17:41,744:	[Wall TIME] >>> ChiefCoach.train takes 3.192007 seconds ...
2023-09-21 15:17:41,806:	[Coach] >>> TRAIN @Epoch: 489  >>>  || LOSS Avg: 5.81464
2023-09-21 15:17:41,806:	[Coach] >>> VALID @Epoch: 489  >>> 
2023-09-21 15:17:41,806:	[Coach] >>> TEST  @Epoch: 489  >>> 
2023-09-21 15:17:45,039:	[Wall TIME] >>> ChiefCoach.train takes 3.232543 seconds ...
2023-09-21 15:17:47,140:	[Wall TIME] >>> ChiefCoach.valid takes 2.035300 seconds ...
2023-09-21 15:17:47,141:	[Coach] >>> TRAIN @Epoch: 490  >>>  || LOSS Avg: 5.80216
2023-09-21 15:17:47,141:	[Coach] >>> VALID @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0253 || HITRATE@5 Avg: 0.0645 || HITRATE@10 Avg: 0.0915 || NDCG@5 Avg: 0.0453 || NDCG@10 Avg: 0.0539
2023-09-21 15:17:47,141:	[Coach] >>> TEST  @Epoch: 490  >>> 
2023-09-21 15:17:50,270:	[Wall TIME] >>> ChiefCoach.train takes 3.129496 seconds ...
2023-09-21 15:17:50,331:	[Coach] >>> TRAIN @Epoch: 491  >>>  || LOSS Avg: 5.81119
2023-09-21 15:17:50,331:	[Coach] >>> VALID @Epoch: 491  >>> 
2023-09-21 15:17:50,331:	[Coach] >>> TEST  @Epoch: 491  >>> 
2023-09-21 15:17:53,587:	[Wall TIME] >>> ChiefCoach.train takes 3.255225 seconds ...
2023-09-21 15:17:53,650:	[Coach] >>> TRAIN @Epoch: 492  >>>  || LOSS Avg: 5.81491
2023-09-21 15:17:53,650:	[Coach] >>> VALID @Epoch: 492  >>> 
2023-09-21 15:17:53,650:	[Coach] >>> TEST  @Epoch: 492  >>> 
2023-09-21 15:17:56,784:	[Wall TIME] >>> ChiefCoach.train takes 3.133683 seconds ...
2023-09-21 15:17:56,850:	[Coach] >>> TRAIN @Epoch: 493  >>>  || LOSS Avg: 5.82196
2023-09-21 15:17:56,850:	[Coach] >>> VALID @Epoch: 493  >>> 
2023-09-21 15:17:56,850:	[Coach] >>> TEST  @Epoch: 493  >>> 
2023-09-21 15:17:59,983:	[Wall TIME] >>> ChiefCoach.train takes 3.132221 seconds ...
2023-09-21 15:18:00,045:	[Coach] >>> TRAIN @Epoch: 494  >>>  || LOSS Avg: 5.81239
2023-09-21 15:18:00,045:	[Coach] >>> VALID @Epoch: 494  >>> 
2023-09-21 15:18:00,045:	[Coach] >>> TEST  @Epoch: 494  >>> 
2023-09-21 15:18:03,292:	[Wall TIME] >>> ChiefCoach.train takes 3.246582 seconds ...
2023-09-21 15:18:05,384:	[Wall TIME] >>> ChiefCoach.valid takes 2.017519 seconds ...
2023-09-21 15:18:05,384:	[Coach] >>> TRAIN @Epoch: 495  >>>  || LOSS Avg: 5.82509
2023-09-21 15:18:05,384:	[Coach] >>> VALID @Epoch: 495  >>>  || HITRATE@1 Avg: 0.0259 || HITRATE@5 Avg: 0.0658 || HITRATE@10 Avg: 0.0924 || NDCG@5 Avg: 0.0463 || NDCG@10 Avg: 0.0549
2023-09-21 15:18:05,384:	[Coach] >>> TEST  @Epoch: 495  >>> 
2023-09-21 15:18:08,562:	[Wall TIME] >>> ChiefCoach.train takes 3.177475 seconds ...
2023-09-21 15:18:08,668:	[Coach] >>> TRAIN @Epoch: 496  >>>  || LOSS Avg: 5.80766
2023-09-21 15:18:08,668:	[Coach] >>> VALID @Epoch: 496  >>> 
2023-09-21 15:18:08,668:	[Coach] >>> TEST  @Epoch: 496  >>> 
2023-09-21 15:18:11,945:	[Wall TIME] >>> ChiefCoach.train takes 3.276072 seconds ...
2023-09-21 15:18:12,010:	[Coach] >>> TRAIN @Epoch: 497  >>>  || LOSS Avg: 5.81475
2023-09-21 15:18:12,010:	[Coach] >>> VALID @Epoch: 497  >>> 
2023-09-21 15:18:12,010:	[Coach] >>> TEST  @Epoch: 497  >>> 
2023-09-21 15:18:15,190:	[Wall TIME] >>> ChiefCoach.train takes 3.179798 seconds ...
2023-09-21 15:18:15,251:	[Coach] >>> TRAIN @Epoch: 498  >>>  || LOSS Avg: 5.80266
2023-09-21 15:18:15,251:	[Coach] >>> VALID @Epoch: 498  >>> 
2023-09-21 15:18:15,252:	[Coach] >>> TEST  @Epoch: 498  >>> 
2023-09-21 15:18:18,439:	[Wall TIME] >>> ChiefCoach.train takes 3.186866 seconds ...
2023-09-21 15:18:18,516:	[Coach] >>> TRAIN @Epoch: 499  >>>  || LOSS Avg: 5.79432
2023-09-21 15:18:18,516:	[Coach] >>> VALID @Epoch: 499  >>> 
2023-09-21 15:18:18,516:	[Coach] >>> TEST  @Epoch: 499  >>> 
2023-09-21 15:18:21,645:	[Wall TIME] >>> ChiefCoach.train takes 3.128458 seconds ...
2023-09-21 15:18:23,699:	[Wall TIME] >>> ChiefCoach.valid takes 2.034590 seconds ...
2023-09-21 15:18:25,921:	[Wall TIME] >>> ChiefCoach.test takes 2.221483 seconds ...
2023-09-21 15:18:25,921:	[Coach] >>> TRAIN @Epoch: 500  >>>  || LOSS Avg: 5.82939
2023-09-21 15:18:25,921:	[Coach] >>> VALID @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0250 || HITRATE@5 Avg: 0.0638 || HITRATE@10 Avg: 0.0921 || NDCG@5 Avg: 0.0449 || NDCG@10 Avg: 0.0540
2023-09-21 15:18:25,921:	[Coach] >>> TEST  @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0179 || HITRATE@5 Avg: 0.0490 || HITRATE@10 Avg: 0.0715 || NDCG@5 Avg: 0.0337 || NDCG@10 Avg: 0.0409
2023-09-21 15:18:27,423:	   Prefix      Metric      Best  @Epoch
0   train        LOSS  5.794316     498
1   valid   HITRATE@1  0.026169     305
2   valid   HITRATE@5  0.069905     195
3   valid  HITRATE@10  0.099062     195
4   valid      NDCG@5  0.048409     195
5   valid     NDCG@10  0.057816     195
6    test   HITRATE@1  0.017927       0
7    test   HITRATE@5  0.049042       0
8    test  HITRATE@10  0.071451       0
9    test      NDCG@5  0.033702       0
10   test     NDCG@10  0.040917       0
2023-09-21 15:18:27,423:	[LoG_PaTH] >>> ./logs/Toys-5/AmazonToys_550_Chron/0-0921144744
2023-09-21 15:18:27,551:	[Wall TIME] >>> Coach.summary takes 1.629457 seconds ...
2023-09-21 15:18:27,551:	[Coach] >>> Load best model @Epoch 195  
2023-09-21 15:18:29,548:	[Wall TIME] >>> ChiefCoach.valid takes 1.986485 seconds ...
2023-09-21 15:18:31,726:	[Wall TIME] >>> ChiefCoach.test takes 2.176453 seconds ...
2023-09-21 15:18:31,726:	[Coach] >>> TRAIN @Epoch: 195  >>> 
2023-09-21 15:18:31,727:	[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0262 || HITRATE@5 Avg: 0.0699 || HITRATE@10 Avg: 0.0991 || NDCG@5 Avg: 0.0484 || NDCG@10 Avg: 0.0578
2023-09-21 15:18:31,727:	[Coach] >>> TEST  @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0168 || HITRATE@5 Avg: 0.0481 || HITRATE@10 Avg: 0.0719 || NDCG@5 Avg: 0.0328 || NDCG@10 Avg: 0.0404
2023-09-21 15:18:31,738:	[Wall TIME] >>> Coach.fit takes 1838.046774 seconds ...
