2023-09-22 16:45:06,289:	========================================================================
2023-09-22 16:45:06,289:	========================================================================
2023-09-22 16:45:06,289:	========================================================================
2023-09-22 16:45:06,289:	[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True
2023-09-22 16:45:06,289:	[Seed] >>> Set seed: 0
2023-09-22 16:45:06,290:	[PARSER] >>>
[BENCHMARK: False] 
[SEED: 0] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: I-I-Tools-5] 
[root: ../../data] 
[dataset: AmazonTools_550_Chron] 
[config: item-item/AmazonTools_550_Chron.yaml] 
[ranking: full] 
[device: 0] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.5] 
[lr: 0.001] 
[batch_size: 2048] 
[epochs: 1000] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0922164502] 
[embedding_dim: 64] 
[maxlen4graph: 50] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.5] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/I-I-Tools-5/AmazonTools_550_Chron/0] 
[LOG_PATH: ./logs/I-I-Tools-5/AmazonTools_550_Chron/0-0922164502] 

2023-09-22 16:45:06,290:	[Wall TIME] >>> Parser.compile takes 0.005464 seconds ...
2023-09-22 16:45:06,299:	[AmazonTools_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.User,FieldTags.ID]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.Item,FieldTags.Sparse,FieldTags.ID]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Timestamp,FieldTags.Dense]
2023-09-22 16:45:06,379:	+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |     Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+
| 16638  | 10217  | 8.08246183435509 |     134476    | 101200 | 16638  | 16638 | 0.0007910797527997544 |
+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+
2023-09-22 16:45:06,379:	[Wall TIME] >>> RecDataSet.compile takes 0.088356 seconds ...
2023-09-22 16:45:06,571:	[Wall TIME] >>> GenTrainUniformSampler.prepare takes 0.191915 seconds ...
2023-09-22 16:45:06,659:	[Wall TIME] >>> GenValidYielder.prepare takes 0.087234 seconds ...
2023-09-22 16:45:06,876:	[Wall TIME] >>> GenTestYielder.prepare takes 0.216178 seconds ...
2023-09-22 16:45:10,141:	[Coach] >>> Set best meter: NDCG@10 
2023-09-22 16:45:10,142:	[Wall TIME] >>> Coach.compile takes 0.000950 seconds ...
2023-09-22 16:45:11,376:	[Wall TIME] >>> ChiefCoach.valid takes 1.204796 seconds ...
2023-09-22 16:45:11,376:	[Coach] >>> Better ***NDCG@10*** of ***0.0004*** 
2023-09-22 16:45:11,395:	[Coach] >>> TRAIN @Epoch: 0    >>> 
2023-09-22 16:45:11,395:	[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0000 || HITRATE@5 Avg: 0.0006 || HITRATE@10 Avg: 0.0010 || NDCG@5 Avg: 0.0003 || NDCG@10 Avg: 0.0004
2023-09-22 16:45:11,396:	[Coach] >>> TEST  @Epoch: 0    >>> 
2023-09-22 16:45:12,751:	[Wall TIME] >>> ChiefCoach.train takes 1.355628 seconds ...
2023-09-22 16:45:12,808:	[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.69290
2023-09-22 16:45:12,808:	[Coach] >>> VALID @Epoch: 1    >>> 
2023-09-22 16:45:12,808:	[Coach] >>> TEST  @Epoch: 1    >>> 
2023-09-22 16:45:14,207:	[Wall TIME] >>> ChiefCoach.train takes 1.399251 seconds ...
2023-09-22 16:45:14,270:	[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.68986
2023-09-22 16:45:14,271:	[Coach] >>> VALID @Epoch: 2    >>> 
2023-09-22 16:45:14,271:	[Coach] >>> TEST  @Epoch: 2    >>> 
2023-09-22 16:45:15,833:	[Wall TIME] >>> ChiefCoach.train takes 1.562548 seconds ...
2023-09-22 16:45:15,911:	[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.67971
2023-09-22 16:45:15,911:	[Coach] >>> VALID @Epoch: 3    >>> 
2023-09-22 16:45:15,911:	[Coach] >>> TEST  @Epoch: 3    >>> 
2023-09-22 16:45:17,645:	[Wall TIME] >>> ChiefCoach.train takes 1.733808 seconds ...
2023-09-22 16:45:17,699:	[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.65987
2023-09-22 16:45:17,699:	[Coach] >>> VALID @Epoch: 4    >>> 
2023-09-22 16:45:17,699:	[Coach] >>> TEST  @Epoch: 4    >>> 
2023-09-22 16:45:19,414:	[Wall TIME] >>> ChiefCoach.train takes 1.715020 seconds ...
2023-09-22 16:45:20,364:	[Wall TIME] >>> ChiefCoach.valid takes 0.884683 seconds ...
2023-09-22 16:45:20,365:	[Coach] >>> Better ***NDCG@10*** of ***0.0146*** 
2023-09-22 16:45:20,383:	[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.63025
2023-09-22 16:45:20,383:	[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0067 || HITRATE@5 Avg: 0.0171 || HITRATE@10 Avg: 0.0254 || NDCG@5 Avg: 0.0119 || NDCG@10 Avg: 0.0146
2023-09-22 16:45:20,383:	[Coach] >>> TEST  @Epoch: 5    >>> 
2023-09-22 16:45:21,700:	[Wall TIME] >>> ChiefCoach.train takes 1.316210 seconds ...
2023-09-22 16:45:21,751:	[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.59249
2023-09-22 16:45:21,751:	[Coach] >>> VALID @Epoch: 6    >>> 
2023-09-22 16:45:21,751:	[Coach] >>> TEST  @Epoch: 6    >>> 
2023-09-22 16:45:23,172:	[Wall TIME] >>> ChiefCoach.train takes 1.420671 seconds ...
2023-09-22 16:45:23,229:	[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.55063
2023-09-22 16:45:23,229:	[Coach] >>> VALID @Epoch: 7    >>> 
2023-09-22 16:45:23,229:	[Coach] >>> TEST  @Epoch: 7    >>> 
2023-09-22 16:45:24,558:	[Wall TIME] >>> ChiefCoach.train takes 1.328513 seconds ...
2023-09-22 16:45:24,619:	[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.50548
2023-09-22 16:45:24,619:	[Coach] >>> VALID @Epoch: 8    >>> 
2023-09-22 16:45:24,619:	[Coach] >>> TEST  @Epoch: 8    >>> 
2023-09-22 16:45:26,093:	[Wall TIME] >>> ChiefCoach.train takes 1.473199 seconds ...
2023-09-22 16:45:26,151:	[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.46308
2023-09-22 16:45:26,152:	[Coach] >>> VALID @Epoch: 9    >>> 
2023-09-22 16:45:26,152:	[Coach] >>> TEST  @Epoch: 9    >>> 
2023-09-22 16:45:27,512:	[Wall TIME] >>> ChiefCoach.train takes 1.360571 seconds ...
2023-09-22 16:45:28,698:	[Wall TIME] >>> ChiefCoach.valid takes 0.885739 seconds ...
2023-09-22 16:45:28,698:	[Coach] >>> Better ***NDCG@10*** of ***0.0195*** 
2023-09-22 16:45:28,725:	[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.42247
2023-09-22 16:45:28,725:	[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0082 || HITRATE@5 Avg: 0.0234 || HITRATE@10 Avg: 0.0346 || NDCG@5 Avg: 0.0159 || NDCG@10 Avg: 0.0195
2023-09-22 16:45:28,725:	[Coach] >>> TEST  @Epoch: 10   >>> 
2023-09-22 16:45:30,389:	[Wall TIME] >>> ChiefCoach.train takes 1.663582 seconds ...
2023-09-22 16:45:30,455:	[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.38538
2023-09-22 16:45:30,456:	[Coach] >>> VALID @Epoch: 11   >>> 
2023-09-22 16:45:30,456:	[Coach] >>> TEST  @Epoch: 11   >>> 
2023-09-22 16:45:31,787:	[Wall TIME] >>> ChiefCoach.train takes 1.331003 seconds ...
2023-09-22 16:45:31,871:	[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.35354
2023-09-22 16:45:31,871:	[Coach] >>> VALID @Epoch: 12   >>> 
2023-09-22 16:45:31,871:	[Coach] >>> TEST  @Epoch: 12   >>> 
2023-09-22 16:45:33,582:	[Wall TIME] >>> ChiefCoach.train takes 1.710677 seconds ...
2023-09-22 16:45:33,642:	[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.32320
2023-09-22 16:45:33,642:	[Coach] >>> VALID @Epoch: 13   >>> 
2023-09-22 16:45:33,642:	[Coach] >>> TEST  @Epoch: 13   >>> 
2023-09-22 16:45:35,136:	[Wall TIME] >>> ChiefCoach.train takes 1.494523 seconds ...
2023-09-22 16:45:35,195:	[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.29903
2023-09-22 16:45:35,195:	[Coach] >>> VALID @Epoch: 14   >>> 
2023-09-22 16:45:35,195:	[Coach] >>> TEST  @Epoch: 14   >>> 
2023-09-22 16:45:36,675:	[Wall TIME] >>> ChiefCoach.train takes 1.480103 seconds ...
2023-09-22 16:45:37,535:	[Wall TIME] >>> ChiefCoach.valid takes 0.806664 seconds ...
2023-09-22 16:45:37,536:	[Coach] >>> Better ***NDCG@10*** of ***0.0211*** 
2023-09-22 16:45:37,556:	[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.27743
2023-09-22 16:45:37,556:	[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0084 || HITRATE@5 Avg: 0.0255 || HITRATE@10 Avg: 0.0377 || NDCG@5 Avg: 0.0172 || NDCG@10 Avg: 0.0211
2023-09-22 16:45:37,556:	[Coach] >>> TEST  @Epoch: 15   >>> 
2023-09-22 16:45:39,150:	[Wall TIME] >>> ChiefCoach.train takes 1.593238 seconds ...
2023-09-22 16:45:39,203:	[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.25843
2023-09-22 16:45:39,203:	[Coach] >>> VALID @Epoch: 16   >>> 
2023-09-22 16:45:39,203:	[Coach] >>> TEST  @Epoch: 16   >>> 
2023-09-22 16:45:40,733:	[Wall TIME] >>> ChiefCoach.train takes 1.530132 seconds ...
2023-09-22 16:45:40,788:	[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.24319
2023-09-22 16:45:40,788:	[Coach] >>> VALID @Epoch: 17   >>> 
2023-09-22 16:45:40,788:	[Coach] >>> TEST  @Epoch: 17   >>> 
2023-09-22 16:45:42,370:	[Wall TIME] >>> ChiefCoach.train takes 1.581819 seconds ...
2023-09-22 16:45:42,425:	[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.22702
2023-09-22 16:45:42,425:	[Coach] >>> VALID @Epoch: 18   >>> 
2023-09-22 16:45:42,425:	[Coach] >>> TEST  @Epoch: 18   >>> 
2023-09-22 16:45:43,980:	[Wall TIME] >>> ChiefCoach.train takes 1.555023 seconds ...
2023-09-22 16:45:44,085:	[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.21596
2023-09-22 16:45:44,085:	[Coach] >>> VALID @Epoch: 19   >>> 
2023-09-22 16:45:44,085:	[Coach] >>> TEST  @Epoch: 19   >>> 
2023-09-22 16:45:45,703:	[Wall TIME] >>> ChiefCoach.train takes 1.617447 seconds ...
2023-09-22 16:45:46,722:	[Wall TIME] >>> ChiefCoach.valid takes 0.881010 seconds ...
2023-09-22 16:45:46,723:	[Coach] >>> Better ***NDCG@10*** of ***0.0217*** 
2023-09-22 16:45:46,749:	[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.20505
2023-09-22 16:45:46,749:	[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0085 || HITRATE@5 Avg: 0.0269 || HITRATE@10 Avg: 0.0386 || NDCG@5 Avg: 0.0179 || NDCG@10 Avg: 0.0217
2023-09-22 16:45:46,749:	[Coach] >>> TEST  @Epoch: 20   >>> 
2023-09-22 16:45:48,629:	[Wall TIME] >>> ChiefCoach.train takes 1.879492 seconds ...
2023-09-22 16:45:48,694:	[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.19558
2023-09-22 16:45:48,694:	[Coach] >>> VALID @Epoch: 21   >>> 
2023-09-22 16:45:48,694:	[Coach] >>> TEST  @Epoch: 21   >>> 
2023-09-22 16:45:50,170:	[Wall TIME] >>> ChiefCoach.train takes 1.475536 seconds ...
2023-09-22 16:45:50,227:	[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.18626
2023-09-22 16:45:50,227:	[Coach] >>> VALID @Epoch: 22   >>> 
2023-09-22 16:45:50,227:	[Coach] >>> TEST  @Epoch: 22   >>> 
2023-09-22 16:45:51,710:	[Wall TIME] >>> ChiefCoach.train takes 1.482181 seconds ...
2023-09-22 16:45:51,800:	[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.17921
2023-09-22 16:45:51,801:	[Coach] >>> VALID @Epoch: 23   >>> 
2023-09-22 16:45:51,801:	[Coach] >>> TEST  @Epoch: 23   >>> 
2023-09-22 16:45:53,293:	[Wall TIME] >>> ChiefCoach.train takes 1.492576 seconds ...
2023-09-22 16:45:53,359:	[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.17301
2023-09-22 16:45:53,360:	[Coach] >>> VALID @Epoch: 24   >>> 
2023-09-22 16:45:53,360:	[Coach] >>> TEST  @Epoch: 24   >>> 
2023-09-22 16:45:54,873:	[Wall TIME] >>> ChiefCoach.train takes 1.513282 seconds ...
2023-09-22 16:45:55,792:	[Wall TIME] >>> ChiefCoach.valid takes 0.862524 seconds ...
2023-09-22 16:45:55,792:	[Coach] >>> Better ***NDCG@10*** of ***0.0223*** 
2023-09-22 16:45:55,808:	[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.16661
2023-09-22 16:45:55,809:	[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0091 || HITRATE@5 Avg: 0.0282 || HITRATE@10 Avg: 0.0392 || NDCG@5 Avg: 0.0187 || NDCG@10 Avg: 0.0223
2023-09-22 16:45:55,809:	[Coach] >>> TEST  @Epoch: 25   >>> 
2023-09-22 16:45:57,154:	[Wall TIME] >>> ChiefCoach.train takes 1.344938 seconds ...
2023-09-22 16:45:57,211:	[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.16084
2023-09-22 16:45:57,211:	[Coach] >>> VALID @Epoch: 26   >>> 
2023-09-22 16:45:57,212:	[Coach] >>> TEST  @Epoch: 26   >>> 
2023-09-22 16:45:59,044:	[Wall TIME] >>> ChiefCoach.train takes 1.832249 seconds ...
2023-09-22 16:45:59,097:	[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.15652
2023-09-22 16:45:59,097:	[Coach] >>> VALID @Epoch: 27   >>> 
2023-09-22 16:45:59,097:	[Coach] >>> TEST  @Epoch: 27   >>> 
2023-09-22 16:46:00,487:	[Wall TIME] >>> ChiefCoach.train takes 1.390277 seconds ...
2023-09-22 16:46:00,541:	[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.15311
2023-09-22 16:46:00,542:	[Coach] >>> VALID @Epoch: 28   >>> 
2023-09-22 16:46:00,542:	[Coach] >>> TEST  @Epoch: 28   >>> 
2023-09-22 16:46:01,988:	[Wall TIME] >>> ChiefCoach.train takes 1.445848 seconds ...
2023-09-22 16:46:02,046:	[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.14825
2023-09-22 16:46:02,046:	[Coach] >>> VALID @Epoch: 29   >>> 
2023-09-22 16:46:02,046:	[Coach] >>> TEST  @Epoch: 29   >>> 
2023-09-22 16:46:03,477:	[Wall TIME] >>> ChiefCoach.train takes 1.430770 seconds ...
2023-09-22 16:46:04,444:	[Wall TIME] >>> ChiefCoach.valid takes 0.897274 seconds ...
2023-09-22 16:46:04,445:	[Coach] >>> Better ***NDCG@10*** of ***0.0232*** 
2023-09-22 16:46:04,461:	[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.14494
2023-09-22 16:46:04,462:	[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0096 || HITRATE@5 Avg: 0.0284 || HITRATE@10 Avg: 0.0409 || NDCG@5 Avg: 0.0191 || NDCG@10 Avg: 0.0232
2023-09-22 16:46:04,462:	[Coach] >>> TEST  @Epoch: 30   >>> 
2023-09-22 16:46:06,153:	[Wall TIME] >>> ChiefCoach.train takes 1.691520 seconds ...
2023-09-22 16:46:06,375:	[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.14164
2023-09-22 16:46:06,376:	[Coach] >>> VALID @Epoch: 31   >>> 
2023-09-22 16:46:06,376:	[Coach] >>> TEST  @Epoch: 31   >>> 
2023-09-22 16:46:07,787:	[Wall TIME] >>> ChiefCoach.train takes 1.411499 seconds ...
2023-09-22 16:46:07,860:	[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.13835
2023-09-22 16:46:07,860:	[Coach] >>> VALID @Epoch: 32   >>> 
2023-09-22 16:46:07,860:	[Coach] >>> TEST  @Epoch: 32   >>> 
2023-09-22 16:46:09,547:	[Wall TIME] >>> ChiefCoach.train takes 1.686624 seconds ...
2023-09-22 16:46:09,607:	[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.13584
2023-09-22 16:46:09,607:	[Coach] >>> VALID @Epoch: 33   >>> 
2023-09-22 16:46:09,607:	[Coach] >>> TEST  @Epoch: 33   >>> 
2023-09-22 16:46:11,105:	[Wall TIME] >>> ChiefCoach.train takes 1.498105 seconds ...
2023-09-22 16:46:11,163:	[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.13374
2023-09-22 16:46:11,163:	[Coach] >>> VALID @Epoch: 34   >>> 
2023-09-22 16:46:11,164:	[Coach] >>> TEST  @Epoch: 34   >>> 
2023-09-22 16:46:12,686:	[Wall TIME] >>> ChiefCoach.train takes 1.522603 seconds ...
2023-09-22 16:46:13,611:	[Wall TIME] >>> ChiefCoach.valid takes 0.865333 seconds ...
2023-09-22 16:46:13,612:	[Coach] >>> Better ***NDCG@10*** of ***0.0237*** 
2023-09-22 16:46:13,629:	[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.13069
2023-09-22 16:46:13,629:	[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0095 || HITRATE@5 Avg: 0.0290 || HITRATE@10 Avg: 0.0421 || NDCG@5 Avg: 0.0195 || NDCG@10 Avg: 0.0237
2023-09-22 16:46:13,630:	[Coach] >>> TEST  @Epoch: 35   >>> 
2023-09-22 16:46:15,227:	[Wall TIME] >>> ChiefCoach.train takes 1.596761 seconds ...
2023-09-22 16:46:15,289:	[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.12851
2023-09-22 16:46:15,289:	[Coach] >>> VALID @Epoch: 36   >>> 
2023-09-22 16:46:15,290:	[Coach] >>> TEST  @Epoch: 36   >>> 
2023-09-22 16:46:16,734:	[Wall TIME] >>> ChiefCoach.train takes 1.444411 seconds ...
2023-09-22 16:46:16,805:	[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.12757
2023-09-22 16:46:16,805:	[Coach] >>> VALID @Epoch: 37   >>> 
2023-09-22 16:46:16,805:	[Coach] >>> TEST  @Epoch: 37   >>> 
2023-09-22 16:46:18,422:	[Wall TIME] >>> ChiefCoach.train takes 1.616529 seconds ...
2023-09-22 16:46:18,478:	[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.12414
2023-09-22 16:46:18,478:	[Coach] >>> VALID @Epoch: 38   >>> 
2023-09-22 16:46:18,478:	[Coach] >>> TEST  @Epoch: 38   >>> 
2023-09-22 16:46:19,797:	[Wall TIME] >>> ChiefCoach.train takes 1.318082 seconds ...
2023-09-22 16:46:19,859:	[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.12268
2023-09-22 16:46:19,860:	[Coach] >>> VALID @Epoch: 39   >>> 
2023-09-22 16:46:19,860:	[Coach] >>> TEST  @Epoch: 39   >>> 
2023-09-22 16:46:21,296:	[Wall TIME] >>> ChiefCoach.train takes 1.436468 seconds ...
2023-09-22 16:46:22,243:	[Wall TIME] >>> ChiefCoach.valid takes 0.882709 seconds ...
2023-09-22 16:46:22,243:	[Coach] >>> Better ***NDCG@10*** of ***0.0242*** 
2023-09-22 16:46:22,265:	[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.12143
2023-09-22 16:46:22,266:	[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0097 || HITRATE@5 Avg: 0.0294 || HITRATE@10 Avg: 0.0432 || NDCG@5 Avg: 0.0197 || NDCG@10 Avg: 0.0242
2023-09-22 16:46:22,266:	[Coach] >>> TEST  @Epoch: 40   >>> 
2023-09-22 16:46:23,780:	[Wall TIME] >>> ChiefCoach.train takes 1.513638 seconds ...
2023-09-22 16:46:23,859:	[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.11961
2023-09-22 16:46:23,860:	[Coach] >>> VALID @Epoch: 41   >>> 
2023-09-22 16:46:23,860:	[Coach] >>> TEST  @Epoch: 41   >>> 
2023-09-22 16:46:25,376:	[Wall TIME] >>> ChiefCoach.train takes 1.515935 seconds ...
2023-09-22 16:46:25,450:	[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.11817
2023-09-22 16:46:25,451:	[Coach] >>> VALID @Epoch: 42   >>> 
2023-09-22 16:46:25,451:	[Coach] >>> TEST  @Epoch: 42   >>> 
2023-09-22 16:46:27,192:	[Wall TIME] >>> ChiefCoach.train takes 1.741434 seconds ...
2023-09-22 16:46:27,256:	[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.11718
2023-09-22 16:46:27,256:	[Coach] >>> VALID @Epoch: 43   >>> 
2023-09-22 16:46:27,256:	[Coach] >>> TEST  @Epoch: 43   >>> 
2023-09-22 16:46:28,714:	[Wall TIME] >>> ChiefCoach.train takes 1.457223 seconds ...
2023-09-22 16:46:28,768:	[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.11561
2023-09-22 16:46:28,768:	[Coach] >>> VALID @Epoch: 44   >>> 
2023-09-22 16:46:28,768:	[Coach] >>> TEST  @Epoch: 44   >>> 
2023-09-22 16:46:30,331:	[Wall TIME] >>> ChiefCoach.train takes 1.562545 seconds ...
2023-09-22 16:46:31,326:	[Wall TIME] >>> ChiefCoach.valid takes 0.854040 seconds ...
2023-09-22 16:46:31,326:	[Coach] >>> Better ***NDCG@10*** of ***0.0244*** 
2023-09-22 16:46:31,348:	[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.11409
2023-09-22 16:46:31,348:	[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0096 || HITRATE@5 Avg: 0.0293 || HITRATE@10 Avg: 0.0438 || NDCG@5 Avg: 0.0197 || NDCG@10 Avg: 0.0244
2023-09-22 16:46:31,348:	[Coach] >>> TEST  @Epoch: 45   >>> 
2023-09-22 16:46:33,057:	[Wall TIME] >>> ChiefCoach.train takes 1.708300 seconds ...
2023-09-22 16:46:33,134:	[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.11306
2023-09-22 16:46:33,135:	[Coach] >>> VALID @Epoch: 46   >>> 
2023-09-22 16:46:33,135:	[Coach] >>> TEST  @Epoch: 46   >>> 
2023-09-22 16:46:35,089:	[Wall TIME] >>> ChiefCoach.train takes 1.954364 seconds ...
2023-09-22 16:46:35,141:	[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.11197
2023-09-22 16:46:35,141:	[Coach] >>> VALID @Epoch: 47   >>> 
2023-09-22 16:46:35,141:	[Coach] >>> TEST  @Epoch: 47   >>> 
2023-09-22 16:46:36,629:	[Wall TIME] >>> ChiefCoach.train takes 1.487344 seconds ...
2023-09-22 16:46:36,989:	[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.11032
2023-09-22 16:46:36,989:	[Coach] >>> VALID @Epoch: 48   >>> 
2023-09-22 16:46:36,989:	[Coach] >>> TEST  @Epoch: 48   >>> 
2023-09-22 16:46:38,627:	[Wall TIME] >>> ChiefCoach.train takes 1.637131 seconds ...
2023-09-22 16:46:38,704:	[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.10986
2023-09-22 16:46:38,704:	[Coach] >>> VALID @Epoch: 49   >>> 
2023-09-22 16:46:38,704:	[Coach] >>> TEST  @Epoch: 49   >>> 
2023-09-22 16:46:40,158:	[Wall TIME] >>> ChiefCoach.train takes 1.453754 seconds ...
2023-09-22 16:46:41,055:	[Wall TIME] >>> ChiefCoach.valid takes 0.846232 seconds ...
2023-09-22 16:46:41,056:	[Coach] >>> Better ***NDCG@10*** of ***0.0248*** 
2023-09-22 16:46:41,088:	[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.10876
2023-09-22 16:46:41,088:	[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0101 || HITRATE@5 Avg: 0.0300 || HITRATE@10 Avg: 0.0441 || NDCG@5 Avg: 0.0202 || NDCG@10 Avg: 0.0248
2023-09-22 16:46:41,088:	[Coach] >>> TEST  @Epoch: 50   >>> 
2023-09-22 16:46:42,549:	[Wall TIME] >>> ChiefCoach.train takes 1.460958 seconds ...
2023-09-22 16:46:42,606:	[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.10870
2023-09-22 16:46:42,607:	[Coach] >>> VALID @Epoch: 51   >>> 
2023-09-22 16:46:42,607:	[Coach] >>> TEST  @Epoch: 51   >>> 
2023-09-22 16:46:44,109:	[Wall TIME] >>> ChiefCoach.train takes 1.502225 seconds ...
2023-09-22 16:46:44,180:	[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.10731
2023-09-22 16:46:44,180:	[Coach] >>> VALID @Epoch: 52   >>> 
2023-09-22 16:46:44,180:	[Coach] >>> TEST  @Epoch: 52   >>> 
2023-09-22 16:46:45,534:	[Wall TIME] >>> ChiefCoach.train takes 1.354260 seconds ...
2023-09-22 16:46:45,834:	[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.10627
2023-09-22 16:46:45,834:	[Coach] >>> VALID @Epoch: 53   >>> 
2023-09-22 16:46:45,834:	[Coach] >>> TEST  @Epoch: 53   >>> 
2023-09-22 16:46:47,194:	[Wall TIME] >>> ChiefCoach.train takes 1.359609 seconds ...
2023-09-22 16:46:47,253:	[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.10571
2023-09-22 16:46:47,253:	[Coach] >>> VALID @Epoch: 54   >>> 
2023-09-22 16:46:47,253:	[Coach] >>> TEST  @Epoch: 54   >>> 
2023-09-22 16:46:48,614:	[Wall TIME] >>> ChiefCoach.train takes 1.360422 seconds ...
2023-09-22 16:46:49,801:	[Wall TIME] >>> ChiefCoach.valid takes 0.897227 seconds ...
2023-09-22 16:46:49,802:	[Coach] >>> Better ***NDCG@10*** of ***0.0250*** 
2023-09-22 16:46:49,821:	[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.10481
2023-09-22 16:46:49,821:	[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0103 || HITRATE@5 Avg: 0.0296 || HITRATE@10 Avg: 0.0447 || NDCG@5 Avg: 0.0201 || NDCG@10 Avg: 0.0250
2023-09-22 16:46:49,821:	[Coach] >>> TEST  @Epoch: 55   >>> 
2023-09-22 16:46:51,602:	[Wall TIME] >>> ChiefCoach.train takes 1.780087 seconds ...
2023-09-22 16:46:51,721:	[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.10381
2023-09-22 16:46:51,722:	[Coach] >>> VALID @Epoch: 56   >>> 
2023-09-22 16:46:51,722:	[Coach] >>> TEST  @Epoch: 56   >>> 
2023-09-22 16:46:53,331:	[Wall TIME] >>> ChiefCoach.train takes 1.608953 seconds ...
2023-09-22 16:46:53,387:	[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.10293
2023-09-22 16:46:53,387:	[Coach] >>> VALID @Epoch: 57   >>> 
2023-09-22 16:46:53,387:	[Coach] >>> TEST  @Epoch: 57   >>> 
2023-09-22 16:46:54,823:	[Wall TIME] >>> ChiefCoach.train takes 1.435602 seconds ...
2023-09-22 16:46:54,874:	[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.10255
2023-09-22 16:46:54,875:	[Coach] >>> VALID @Epoch: 58   >>> 
2023-09-22 16:46:54,875:	[Coach] >>> TEST  @Epoch: 58   >>> 
2023-09-22 16:46:56,401:	[Wall TIME] >>> ChiefCoach.train takes 1.526408 seconds ...
2023-09-22 16:46:56,463:	[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.10117
2023-09-22 16:46:56,463:	[Coach] >>> VALID @Epoch: 59   >>> 
2023-09-22 16:46:56,463:	[Coach] >>> TEST  @Epoch: 59   >>> 
2023-09-22 16:46:58,323:	[Wall TIME] >>> ChiefCoach.train takes 1.858961 seconds ...
2023-09-22 16:46:59,258:	[Wall TIME] >>> ChiefCoach.valid takes 0.872398 seconds ...
2023-09-22 16:46:59,258:	[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.10098
2023-09-22 16:46:59,258:	[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0100 || HITRATE@5 Avg: 0.0301 || HITRATE@10 Avg: 0.0446 || NDCG@5 Avg: 0.0202 || NDCG@10 Avg: 0.0249
2023-09-22 16:46:59,258:	[Coach] >>> TEST  @Epoch: 60   >>> 
2023-09-22 16:47:00,744:	[Wall TIME] >>> ChiefCoach.train takes 1.485800 seconds ...
2023-09-22 16:47:01,006:	[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.10071
2023-09-22 16:47:01,006:	[Coach] >>> VALID @Epoch: 61   >>> 
2023-09-22 16:47:01,006:	[Coach] >>> TEST  @Epoch: 61   >>> 
2023-09-22 16:47:02,713:	[Wall TIME] >>> ChiefCoach.train takes 1.707337 seconds ...
2023-09-22 16:47:02,831:	[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.09985
2023-09-22 16:47:02,832:	[Coach] >>> VALID @Epoch: 62   >>> 
2023-09-22 16:47:02,832:	[Coach] >>> TEST  @Epoch: 62   >>> 
2023-09-22 16:47:04,335:	[Wall TIME] >>> ChiefCoach.train takes 1.503067 seconds ...
2023-09-22 16:47:04,674:	[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.09905
2023-09-22 16:47:04,675:	[Coach] >>> VALID @Epoch: 63   >>> 
2023-09-22 16:47:04,675:	[Coach] >>> TEST  @Epoch: 63   >>> 
2023-09-22 16:47:06,114:	[Wall TIME] >>> ChiefCoach.train takes 1.439310 seconds ...
2023-09-22 16:47:06,167:	[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.09874
2023-09-22 16:47:06,167:	[Coach] >>> VALID @Epoch: 64   >>> 
2023-09-22 16:47:06,167:	[Coach] >>> TEST  @Epoch: 64   >>> 
2023-09-22 16:47:07,605:	[Wall TIME] >>> ChiefCoach.train takes 1.437633 seconds ...
2023-09-22 16:47:08,575:	[Wall TIME] >>> ChiefCoach.valid takes 0.915917 seconds ...
2023-09-22 16:47:08,576:	[Coach] >>> Better ***NDCG@10*** of ***0.0252*** 
2023-09-22 16:47:08,602:	[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.09685
2023-09-22 16:47:08,602:	[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0100 || HITRATE@5 Avg: 0.0304 || HITRATE@10 Avg: 0.0450 || NDCG@5 Avg: 0.0205 || NDCG@10 Avg: 0.0252
2023-09-22 16:47:08,602:	[Coach] >>> TEST  @Epoch: 65   >>> 
2023-09-22 16:47:10,311:	[Wall TIME] >>> ChiefCoach.train takes 1.708497 seconds ...
2023-09-22 16:47:10,372:	[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.09706
2023-09-22 16:47:10,373:	[Coach] >>> VALID @Epoch: 66   >>> 
2023-09-22 16:47:10,373:	[Coach] >>> TEST  @Epoch: 66   >>> 
2023-09-22 16:47:11,783:	[Wall TIME] >>> ChiefCoach.train takes 1.409940 seconds ...
2023-09-22 16:47:11,836:	[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.09622
2023-09-22 16:47:11,836:	[Coach] >>> VALID @Epoch: 67   >>> 
2023-09-22 16:47:11,836:	[Coach] >>> TEST  @Epoch: 67   >>> 
2023-09-22 16:47:13,473:	[Wall TIME] >>> ChiefCoach.train takes 1.636949 seconds ...
2023-09-22 16:47:13,553:	[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.09639
2023-09-22 16:47:13,553:	[Coach] >>> VALID @Epoch: 68   >>> 
2023-09-22 16:47:13,553:	[Coach] >>> TEST  @Epoch: 68   >>> 
2023-09-22 16:47:14,916:	[Wall TIME] >>> ChiefCoach.train takes 1.362298 seconds ...
2023-09-22 16:47:14,973:	[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.09519
2023-09-22 16:47:14,973:	[Coach] >>> VALID @Epoch: 69   >>> 
2023-09-22 16:47:14,973:	[Coach] >>> TEST  @Epoch: 69   >>> 
2023-09-22 16:47:16,353:	[Wall TIME] >>> ChiefCoach.train takes 1.379941 seconds ...
2023-09-22 16:47:17,525:	[Wall TIME] >>> ChiefCoach.valid takes 1.039572 seconds ...
2023-09-22 16:47:17,525:	[Coach] >>> Better ***NDCG@10*** of ***0.0254*** 
2023-09-22 16:47:17,647:	[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.09487
2023-09-22 16:47:17,647:	[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0307 || HITRATE@10 Avg: 0.0453 || NDCG@5 Avg: 0.0207 || NDCG@10 Avg: 0.0254
2023-09-22 16:47:17,647:	[Coach] >>> TEST  @Epoch: 70   >>> 
2023-09-22 16:47:18,865:	[Wall TIME] >>> ChiefCoach.train takes 1.217163 seconds ...
2023-09-22 16:47:18,926:	[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.09469
2023-09-22 16:47:18,926:	[Coach] >>> VALID @Epoch: 71   >>> 
2023-09-22 16:47:18,927:	[Coach] >>> TEST  @Epoch: 71   >>> 
2023-09-22 16:47:20,249:	[Wall TIME] >>> ChiefCoach.train takes 1.322641 seconds ...
2023-09-22 16:47:20,321:	[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.09414
2023-09-22 16:47:20,322:	[Coach] >>> VALID @Epoch: 72   >>> 
2023-09-22 16:47:20,322:	[Coach] >>> TEST  @Epoch: 72   >>> 
2023-09-22 16:47:21,588:	[Wall TIME] >>> ChiefCoach.train takes 1.266349 seconds ...
2023-09-22 16:47:21,646:	[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.09370
2023-09-22 16:47:21,647:	[Coach] >>> VALID @Epoch: 73   >>> 
2023-09-22 16:47:21,647:	[Coach] >>> TEST  @Epoch: 73   >>> 
2023-09-22 16:47:22,795:	[Wall TIME] >>> ChiefCoach.train takes 1.148140 seconds ...
2023-09-22 16:47:22,905:	[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.09302
2023-09-22 16:47:22,905:	[Coach] >>> VALID @Epoch: 74   >>> 
2023-09-22 16:47:22,905:	[Coach] >>> TEST  @Epoch: 74   >>> 
2023-09-22 16:47:24,137:	[Wall TIME] >>> ChiefCoach.train takes 1.231319 seconds ...
2023-09-22 16:47:25,116:	[Wall TIME] >>> ChiefCoach.valid takes 0.886607 seconds ...
2023-09-22 16:47:25,117:	[Coach] >>> Better ***NDCG@10*** of ***0.0256*** 
2023-09-22 16:47:25,135:	[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.09229
2023-09-22 16:47:25,136:	[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0309 || HITRATE@10 Avg: 0.0463 || NDCG@5 Avg: 0.0206 || NDCG@10 Avg: 0.0256
2023-09-22 16:47:25,136:	[Coach] >>> TEST  @Epoch: 75   >>> 
2023-09-22 16:47:26,425:	[Wall TIME] >>> ChiefCoach.train takes 1.289380 seconds ...
2023-09-22 16:47:26,480:	[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.09170
2023-09-22 16:47:26,481:	[Coach] >>> VALID @Epoch: 76   >>> 
2023-09-22 16:47:26,481:	[Coach] >>> TEST  @Epoch: 76   >>> 
2023-09-22 16:47:27,728:	[Wall TIME] >>> ChiefCoach.train takes 1.247076 seconds ...
2023-09-22 16:47:27,785:	[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.09180
2023-09-22 16:47:27,785:	[Coach] >>> VALID @Epoch: 77   >>> 
2023-09-22 16:47:27,786:	[Coach] >>> TEST  @Epoch: 77   >>> 
2023-09-22 16:47:29,040:	[Wall TIME] >>> ChiefCoach.train takes 1.254520 seconds ...
2023-09-22 16:47:29,092:	[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.09129
2023-09-22 16:47:29,092:	[Coach] >>> VALID @Epoch: 78   >>> 
2023-09-22 16:47:29,092:	[Coach] >>> TEST  @Epoch: 78   >>> 
2023-09-22 16:47:30,293:	[Wall TIME] >>> ChiefCoach.train takes 1.200161 seconds ...
2023-09-22 16:47:30,346:	[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.09090
2023-09-22 16:47:30,346:	[Coach] >>> VALID @Epoch: 79   >>> 
2023-09-22 16:47:30,346:	[Coach] >>> TEST  @Epoch: 79   >>> 
2023-09-22 16:47:31,603:	[Wall TIME] >>> ChiefCoach.train takes 1.256608 seconds ...
2023-09-22 16:47:32,507:	[Wall TIME] >>> ChiefCoach.valid takes 0.843593 seconds ...
2023-09-22 16:47:32,507:	[Coach] >>> Better ***NDCG@10*** of ***0.0258*** 
2023-09-22 16:47:32,530:	[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.09020
2023-09-22 16:47:32,531:	[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0104 || HITRATE@5 Avg: 0.0313 || HITRATE@10 Avg: 0.0465 || NDCG@5 Avg: 0.0210 || NDCG@10 Avg: 0.0258
2023-09-22 16:47:32,531:	[Coach] >>> TEST  @Epoch: 80   >>> 
2023-09-22 16:47:33,909:	[Wall TIME] >>> ChiefCoach.train takes 1.378466 seconds ...
2023-09-22 16:47:33,964:	[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.08959
2023-09-22 16:47:33,964:	[Coach] >>> VALID @Epoch: 81   >>> 
2023-09-22 16:47:33,965:	[Coach] >>> TEST  @Epoch: 81   >>> 
2023-09-22 16:47:35,203:	[Wall TIME] >>> ChiefCoach.train takes 1.238454 seconds ...
2023-09-22 16:47:35,268:	[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.08889
2023-09-22 16:47:35,269:	[Coach] >>> VALID @Epoch: 82   >>> 
2023-09-22 16:47:35,270:	[Coach] >>> TEST  @Epoch: 82   >>> 
2023-09-22 16:47:36,540:	[Wall TIME] >>> ChiefCoach.train takes 1.269929 seconds ...
2023-09-22 16:47:36,600:	[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.08899
2023-09-22 16:47:36,601:	[Coach] >>> VALID @Epoch: 83   >>> 
2023-09-22 16:47:36,601:	[Coach] >>> TEST  @Epoch: 83   >>> 
2023-09-22 16:47:37,729:	[Wall TIME] >>> ChiefCoach.train takes 1.127705 seconds ...
2023-09-22 16:47:37,792:	[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.08885
2023-09-22 16:47:38,000:	[Coach] >>> VALID @Epoch: 84   >>> 
2023-09-22 16:47:38,000:	[Coach] >>> TEST  @Epoch: 84   >>> 
2023-09-22 16:47:39,286:	[Wall TIME] >>> ChiefCoach.train takes 1.285154 seconds ...
2023-09-22 16:47:40,183:	[Wall TIME] >>> ChiefCoach.valid takes 0.841722 seconds ...
2023-09-22 16:47:40,183:	[Coach] >>> Better ***NDCG@10*** of ***0.0263*** 
2023-09-22 16:47:40,203:	[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.08825
2023-09-22 16:47:40,203:	[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0105 || HITRATE@5 Avg: 0.0311 || HITRATE@10 Avg: 0.0476 || NDCG@5 Avg: 0.0210 || NDCG@10 Avg: 0.0263
2023-09-22 16:47:40,203:	[Coach] >>> TEST  @Epoch: 85   >>> 
2023-09-22 16:47:41,628:	[Wall TIME] >>> ChiefCoach.train takes 1.425406 seconds ...
2023-09-22 16:47:41,681:	[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.08743
2023-09-22 16:47:41,681:	[Coach] >>> VALID @Epoch: 86   >>> 
2023-09-22 16:47:41,681:	[Coach] >>> TEST  @Epoch: 86   >>> 
2023-09-22 16:47:43,148:	[Wall TIME] >>> ChiefCoach.train takes 1.466919 seconds ...
2023-09-22 16:47:43,366:	[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.08778
2023-09-22 16:47:43,366:	[Coach] >>> VALID @Epoch: 87   >>> 
2023-09-22 16:47:43,366:	[Coach] >>> TEST  @Epoch: 87   >>> 
2023-09-22 16:47:44,733:	[Wall TIME] >>> ChiefCoach.train takes 1.366448 seconds ...
2023-09-22 16:47:44,789:	[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.08654
2023-09-22 16:47:44,789:	[Coach] >>> VALID @Epoch: 88   >>> 
2023-09-22 16:47:44,789:	[Coach] >>> TEST  @Epoch: 88   >>> 
2023-09-22 16:47:46,144:	[Wall TIME] >>> ChiefCoach.train takes 1.354803 seconds ...
2023-09-22 16:47:46,272:	[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.08721
2023-09-22 16:47:46,272:	[Coach] >>> VALID @Epoch: 89   >>> 
2023-09-22 16:47:46,273:	[Coach] >>> TEST  @Epoch: 89   >>> 
2023-09-22 16:47:47,699:	[Wall TIME] >>> ChiefCoach.train takes 1.425830 seconds ...
2023-09-22 16:47:48,649:	[Wall TIME] >>> ChiefCoach.valid takes 0.891438 seconds ...
2023-09-22 16:47:48,649:	[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.08656
2023-09-22 16:47:48,649:	[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0103 || HITRATE@5 Avg: 0.0318 || HITRATE@10 Avg: 0.0474 || NDCG@5 Avg: 0.0211 || NDCG@10 Avg: 0.0261
2023-09-22 16:47:48,649:	[Coach] >>> TEST  @Epoch: 90   >>> 
2023-09-22 16:47:50,152:	[Wall TIME] >>> ChiefCoach.train takes 1.502648 seconds ...
2023-09-22 16:47:50,218:	[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.08585
2023-09-22 16:47:50,218:	[Coach] >>> VALID @Epoch: 91   >>> 
2023-09-22 16:47:50,219:	[Coach] >>> TEST  @Epoch: 91   >>> 
2023-09-22 16:47:51,606:	[Wall TIME] >>> ChiefCoach.train takes 1.387617 seconds ...
2023-09-22 16:47:51,663:	[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.08581
2023-09-22 16:47:51,663:	[Coach] >>> VALID @Epoch: 92   >>> 
2023-09-22 16:47:51,663:	[Coach] >>> TEST  @Epoch: 92   >>> 
2023-09-22 16:47:52,879:	[Wall TIME] >>> ChiefCoach.train takes 1.215186 seconds ...
2023-09-22 16:47:52,932:	[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.08534
2023-09-22 16:47:52,932:	[Coach] >>> VALID @Epoch: 93   >>> 
2023-09-22 16:47:52,933:	[Coach] >>> TEST  @Epoch: 93   >>> 
2023-09-22 16:47:54,369:	[Wall TIME] >>> ChiefCoach.train takes 1.436751 seconds ...
2023-09-22 16:47:54,663:	[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.08552
2023-09-22 16:47:54,663:	[Coach] >>> VALID @Epoch: 94   >>> 
2023-09-22 16:47:54,663:	[Coach] >>> TEST  @Epoch: 94   >>> 
2023-09-22 16:47:56,304:	[Wall TIME] >>> ChiefCoach.train takes 1.640353 seconds ...
2023-09-22 16:47:57,258:	[Wall TIME] >>> ChiefCoach.valid takes 0.883223 seconds ...
2023-09-22 16:47:57,259:	[Coach] >>> Better ***NDCG@10*** of ***0.0263*** 
2023-09-22 16:47:57,286:	[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.08489
2023-09-22 16:47:57,286:	[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0104 || HITRATE@5 Avg: 0.0319 || HITRATE@10 Avg: 0.0475 || NDCG@5 Avg: 0.0213 || NDCG@10 Avg: 0.0263
2023-09-22 16:47:57,286:	[Coach] >>> TEST  @Epoch: 95   >>> 
2023-09-22 16:47:58,922:	[Wall TIME] >>> ChiefCoach.train takes 1.635673 seconds ...
2023-09-22 16:47:59,003:	[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.08449
2023-09-22 16:47:59,003:	[Coach] >>> VALID @Epoch: 96   >>> 
2023-09-22 16:47:59,003:	[Coach] >>> TEST  @Epoch: 96   >>> 
2023-09-22 16:48:00,463:	[Wall TIME] >>> ChiefCoach.train takes 1.459767 seconds ...
2023-09-22 16:48:00,517:	[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.08465
2023-09-22 16:48:00,518:	[Coach] >>> VALID @Epoch: 97   >>> 
2023-09-22 16:48:00,518:	[Coach] >>> TEST  @Epoch: 97   >>> 
2023-09-22 16:48:02,083:	[Wall TIME] >>> ChiefCoach.train takes 1.564664 seconds ...
2023-09-22 16:48:02,149:	[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.08424
2023-09-22 16:48:02,149:	[Coach] >>> VALID @Epoch: 98   >>> 
2023-09-22 16:48:02,149:	[Coach] >>> TEST  @Epoch: 98   >>> 
2023-09-22 16:48:03,476:	[Wall TIME] >>> ChiefCoach.train takes 1.326181 seconds ...
2023-09-22 16:48:03,538:	[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.08375
2023-09-22 16:48:03,538:	[Coach] >>> VALID @Epoch: 99   >>> 
2023-09-22 16:48:03,539:	[Coach] >>> TEST  @Epoch: 99   >>> 
2023-09-22 16:48:05,216:	[Wall TIME] >>> ChiefCoach.train takes 1.676785 seconds ...
2023-09-22 16:48:06,588:	[Wall TIME] >>> ChiefCoach.valid takes 0.897326 seconds ...
2023-09-22 16:48:06,588:	[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.08330
2023-09-22 16:48:06,588:	[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0103 || HITRATE@5 Avg: 0.0319 || HITRATE@10 Avg: 0.0475 || NDCG@5 Avg: 0.0212 || NDCG@10 Avg: 0.0262
2023-09-22 16:48:06,588:	[Coach] >>> TEST  @Epoch: 100  >>> 
2023-09-22 16:48:08,243:	[Wall TIME] >>> ChiefCoach.train takes 1.654082 seconds ...
2023-09-22 16:48:08,301:	[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.08270
2023-09-22 16:48:08,302:	[Coach] >>> VALID @Epoch: 101  >>> 
2023-09-22 16:48:08,302:	[Coach] >>> TEST  @Epoch: 101  >>> 
2023-09-22 16:48:09,774:	[Wall TIME] >>> ChiefCoach.train takes 1.472024 seconds ...
2023-09-22 16:48:09,842:	[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.08262
2023-09-22 16:48:09,842:	[Coach] >>> VALID @Epoch: 102  >>> 
2023-09-22 16:48:09,842:	[Coach] >>> TEST  @Epoch: 102  >>> 
2023-09-22 16:48:11,244:	[Wall TIME] >>> ChiefCoach.train takes 1.401194 seconds ...
2023-09-22 16:48:11,299:	[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.08232
2023-09-22 16:48:11,299:	[Coach] >>> VALID @Epoch: 103  >>> 
2023-09-22 16:48:11,299:	[Coach] >>> TEST  @Epoch: 103  >>> 
2023-09-22 16:48:12,866:	[Wall TIME] >>> ChiefCoach.train takes 1.566070 seconds ...
2023-09-22 16:48:12,926:	[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.08212
2023-09-22 16:48:12,926:	[Coach] >>> VALID @Epoch: 104  >>> 
2023-09-22 16:48:12,926:	[Coach] >>> TEST  @Epoch: 104  >>> 
2023-09-22 16:48:14,410:	[Wall TIME] >>> ChiefCoach.train takes 1.483433 seconds ...
2023-09-22 16:48:15,339:	[Wall TIME] >>> ChiefCoach.valid takes 0.867406 seconds ...
2023-09-22 16:48:15,340:	[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.08139
2023-09-22 16:48:15,340:	[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0103 || HITRATE@5 Avg: 0.0318 || HITRATE@10 Avg: 0.0477 || NDCG@5 Avg: 0.0212 || NDCG@10 Avg: 0.0263
2023-09-22 16:48:15,340:	[Coach] >>> TEST  @Epoch: 105  >>> 
2023-09-22 16:48:16,959:	[Wall TIME] >>> ChiefCoach.train takes 1.618440 seconds ...
2023-09-22 16:48:17,034:	[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.08196
2023-09-22 16:48:17,034:	[Coach] >>> VALID @Epoch: 106  >>> 
2023-09-22 16:48:17,034:	[Coach] >>> TEST  @Epoch: 106  >>> 
2023-09-22 16:48:19,042:	[Wall TIME] >>> ChiefCoach.train takes 2.008121 seconds ...
2023-09-22 16:48:19,099:	[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.08086
2023-09-22 16:48:19,100:	[Coach] >>> VALID @Epoch: 107  >>> 
2023-09-22 16:48:19,100:	[Coach] >>> TEST  @Epoch: 107  >>> 
2023-09-22 16:48:20,479:	[Wall TIME] >>> ChiefCoach.train takes 1.379184 seconds ...
2023-09-22 16:48:20,544:	[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.08075
2023-09-22 16:48:20,544:	[Coach] >>> VALID @Epoch: 108  >>> 
2023-09-22 16:48:20,544:	[Coach] >>> TEST  @Epoch: 108  >>> 
2023-09-22 16:48:22,011:	[Wall TIME] >>> ChiefCoach.train takes 1.467130 seconds ...
2023-09-22 16:48:22,067:	[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.08033
2023-09-22 16:48:22,068:	[Coach] >>> VALID @Epoch: 109  >>> 
2023-09-22 16:48:22,068:	[Coach] >>> TEST  @Epoch: 109  >>> 
2023-09-22 16:48:23,582:	[Wall TIME] >>> ChiefCoach.train takes 1.513688 seconds ...
2023-09-22 16:48:24,486:	[Wall TIME] >>> ChiefCoach.valid takes 0.845524 seconds ...
2023-09-22 16:48:24,487:	[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.08064
2023-09-22 16:48:24,487:	[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0323 || HITRATE@10 Avg: 0.0476 || NDCG@5 Avg: 0.0214 || NDCG@10 Avg: 0.0263
2023-09-22 16:48:24,487:	[Coach] >>> TEST  @Epoch: 110  >>> 
2023-09-22 16:48:26,270:	[Wall TIME] >>> ChiefCoach.train takes 1.782674 seconds ...
2023-09-22 16:48:26,347:	[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.08053
2023-09-22 16:48:26,347:	[Coach] >>> VALID @Epoch: 111  >>> 
2023-09-22 16:48:26,348:	[Coach] >>> TEST  @Epoch: 111  >>> 
2023-09-22 16:48:27,867:	[Wall TIME] >>> ChiefCoach.train takes 1.518746 seconds ...
2023-09-22 16:48:27,931:	[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.07950
2023-09-22 16:48:27,932:	[Coach] >>> VALID @Epoch: 112  >>> 
2023-09-22 16:48:27,932:	[Coach] >>> TEST  @Epoch: 112  >>> 
2023-09-22 16:48:29,431:	[Wall TIME] >>> ChiefCoach.train takes 1.498792 seconds ...
2023-09-22 16:48:29,660:	[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.07975
2023-09-22 16:48:29,661:	[Coach] >>> VALID @Epoch: 113  >>> 
2023-09-22 16:48:29,661:	[Coach] >>> TEST  @Epoch: 113  >>> 
2023-09-22 16:48:31,308:	[Wall TIME] >>> ChiefCoach.train takes 1.646088 seconds ...
2023-09-22 16:48:31,456:	[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.07929
2023-09-22 16:48:31,456:	[Coach] >>> VALID @Epoch: 114  >>> 
2023-09-22 16:48:31,457:	[Coach] >>> TEST  @Epoch: 114  >>> 
2023-09-22 16:48:32,884:	[Wall TIME] >>> ChiefCoach.train takes 1.425929 seconds ...
2023-09-22 16:48:33,845:	[Wall TIME] >>> ChiefCoach.valid takes 0.843075 seconds ...
2023-09-22 16:48:33,845:	[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.07929
2023-09-22 16:48:33,846:	[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0100 || HITRATE@5 Avg: 0.0324 || HITRATE@10 Avg: 0.0480 || NDCG@5 Avg: 0.0213 || NDCG@10 Avg: 0.0263
2023-09-22 16:48:33,846:	[Coach] >>> TEST  @Epoch: 115  >>> 
2023-09-22 16:48:35,339:	[Wall TIME] >>> ChiefCoach.train takes 1.493429 seconds ...
2023-09-22 16:48:35,403:	[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.07880
2023-09-22 16:48:35,404:	[Coach] >>> VALID @Epoch: 116  >>> 
2023-09-22 16:48:35,404:	[Coach] >>> TEST  @Epoch: 116  >>> 
2023-09-22 16:48:36,866:	[Wall TIME] >>> ChiefCoach.train takes 1.461812 seconds ...
2023-09-22 16:48:36,926:	[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.07873
2023-09-22 16:48:36,927:	[Coach] >>> VALID @Epoch: 117  >>> 
2023-09-22 16:48:36,927:	[Coach] >>> TEST  @Epoch: 117  >>> 
2023-09-22 16:48:38,535:	[Wall TIME] >>> ChiefCoach.train takes 1.608179 seconds ...
2023-09-22 16:48:38,967:	[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.07807
2023-09-22 16:48:38,967:	[Coach] >>> VALID @Epoch: 118  >>> 
2023-09-22 16:48:38,967:	[Coach] >>> TEST  @Epoch: 118  >>> 
2023-09-22 16:48:40,231:	[Wall TIME] >>> ChiefCoach.train takes 1.264396 seconds ...
2023-09-22 16:48:40,373:	[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.07789
2023-09-22 16:48:40,373:	[Coach] >>> VALID @Epoch: 119  >>> 
2023-09-22 16:48:40,373:	[Coach] >>> TEST  @Epoch: 119  >>> 
2023-09-22 16:48:41,769:	[Wall TIME] >>> ChiefCoach.train takes 1.395492 seconds ...
2023-09-22 16:48:42,659:	[Wall TIME] >>> ChiefCoach.valid takes 0.831524 seconds ...
2023-09-22 16:48:42,659:	[Coach] >>> Better ***NDCG@10*** of ***0.0263*** 
2023-09-22 16:48:42,678:	[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.07744
2023-09-22 16:48:42,679:	[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0103 || HITRATE@5 Avg: 0.0320 || HITRATE@10 Avg: 0.0480 || NDCG@5 Avg: 0.0212 || NDCG@10 Avg: 0.0263
2023-09-22 16:48:42,679:	[Coach] >>> TEST  @Epoch: 120  >>> 
2023-09-22 16:48:43,951:	[Wall TIME] >>> ChiefCoach.train takes 1.272326 seconds ...
2023-09-22 16:48:44,070:	[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.07799
2023-09-22 16:48:44,072:	[Coach] >>> VALID @Epoch: 121  >>> 
2023-09-22 16:48:44,072:	[Coach] >>> TEST  @Epoch: 121  >>> 
2023-09-22 16:48:46,024:	[Wall TIME] >>> ChiefCoach.train takes 1.951377 seconds ...
2023-09-22 16:48:46,080:	[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.07699
2023-09-22 16:48:46,080:	[Coach] >>> VALID @Epoch: 122  >>> 
2023-09-22 16:48:46,080:	[Coach] >>> TEST  @Epoch: 122  >>> 
2023-09-22 16:48:47,603:	[Wall TIME] >>> ChiefCoach.train takes 1.523120 seconds ...
2023-09-22 16:48:47,719:	[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.07756
2023-09-22 16:48:47,720:	[Coach] >>> VALID @Epoch: 123  >>> 
2023-09-22 16:48:47,721:	[Coach] >>> TEST  @Epoch: 123  >>> 
2023-09-22 16:48:49,374:	[Wall TIME] >>> ChiefCoach.train takes 1.652263 seconds ...
2023-09-22 16:48:49,426:	[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.07689
2023-09-22 16:48:49,426:	[Coach] >>> VALID @Epoch: 124  >>> 
2023-09-22 16:48:49,426:	[Coach] >>> TEST  @Epoch: 124  >>> 
2023-09-22 16:48:50,948:	[Wall TIME] >>> ChiefCoach.train takes 1.521835 seconds ...
2023-09-22 16:48:51,873:	[Wall TIME] >>> ChiefCoach.valid takes 0.817823 seconds ...
2023-09-22 16:48:51,873:	[Coach] >>> Better ***NDCG@10*** of ***0.0266*** 
2023-09-22 16:48:51,895:	[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.07693
2023-09-22 16:48:51,895:	[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0100 || HITRATE@5 Avg: 0.0323 || HITRATE@10 Avg: 0.0484 || NDCG@5 Avg: 0.0213 || NDCG@10 Avg: 0.0266
2023-09-22 16:48:51,895:	[Coach] >>> TEST  @Epoch: 125  >>> 
2023-09-22 16:48:53,585:	[Wall TIME] >>> ChiefCoach.train takes 1.690052 seconds ...
2023-09-22 16:48:53,636:	[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.07723
2023-09-22 16:48:53,637:	[Coach] >>> VALID @Epoch: 126  >>> 
2023-09-22 16:48:53,637:	[Coach] >>> TEST  @Epoch: 126  >>> 
2023-09-22 16:48:55,081:	[Wall TIME] >>> ChiefCoach.train takes 1.443866 seconds ...
2023-09-22 16:48:55,137:	[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.07657
2023-09-22 16:48:55,137:	[Coach] >>> VALID @Epoch: 127  >>> 
2023-09-22 16:48:55,137:	[Coach] >>> TEST  @Epoch: 127  >>> 
2023-09-22 16:48:56,565:	[Wall TIME] >>> ChiefCoach.train takes 1.428355 seconds ...
2023-09-22 16:48:56,620:	[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.07650
2023-09-22 16:48:56,620:	[Coach] >>> VALID @Epoch: 128  >>> 
2023-09-22 16:48:56,621:	[Coach] >>> TEST  @Epoch: 128  >>> 
2023-09-22 16:48:57,959:	[Wall TIME] >>> ChiefCoach.train takes 1.337941 seconds ...
2023-09-22 16:48:58,017:	[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.07654
2023-09-22 16:48:58,017:	[Coach] >>> VALID @Epoch: 129  >>> 
2023-09-22 16:48:58,018:	[Coach] >>> TEST  @Epoch: 129  >>> 
2023-09-22 16:48:59,641:	[Wall TIME] >>> ChiefCoach.train takes 1.623693 seconds ...
2023-09-22 16:49:00,561:	[Wall TIME] >>> ChiefCoach.valid takes 0.845688 seconds ...
2023-09-22 16:49:00,561:	[Coach] >>> Better ***NDCG@10*** of ***0.0268*** 
2023-09-22 16:49:00,582:	[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.07605
2023-09-22 16:49:00,582:	[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0099 || HITRATE@5 Avg: 0.0336 || HITRATE@10 Avg: 0.0491 || NDCG@5 Avg: 0.0219 || NDCG@10 Avg: 0.0268
2023-09-22 16:49:00,582:	[Coach] >>> TEST  @Epoch: 130  >>> 
2023-09-22 16:49:02,325:	[Wall TIME] >>> ChiefCoach.train takes 1.743333 seconds ...
2023-09-22 16:49:02,380:	[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.07549
2023-09-22 16:49:02,380:	[Coach] >>> VALID @Epoch: 131  >>> 
2023-09-22 16:49:02,380:	[Coach] >>> TEST  @Epoch: 131  >>> 
2023-09-22 16:49:03,703:	[Wall TIME] >>> ChiefCoach.train takes 1.322696 seconds ...
2023-09-22 16:49:03,764:	[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.07519
2023-09-22 16:49:03,764:	[Coach] >>> VALID @Epoch: 132  >>> 
2023-09-22 16:49:03,764:	[Coach] >>> TEST  @Epoch: 132  >>> 
2023-09-22 16:49:05,318:	[Wall TIME] >>> ChiefCoach.train takes 1.553612 seconds ...
2023-09-22 16:49:05,439:	[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.07545
2023-09-22 16:49:05,439:	[Coach] >>> VALID @Epoch: 133  >>> 
2023-09-22 16:49:05,440:	[Coach] >>> TEST  @Epoch: 133  >>> 
2023-09-22 16:49:06,939:	[Wall TIME] >>> ChiefCoach.train takes 1.499032 seconds ...
2023-09-22 16:49:06,997:	[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.07516
2023-09-22 16:49:06,997:	[Coach] >>> VALID @Epoch: 134  >>> 
2023-09-22 16:49:06,997:	[Coach] >>> TEST  @Epoch: 134  >>> 
2023-09-22 16:49:08,691:	[Wall TIME] >>> ChiefCoach.train takes 1.693973 seconds ...
2023-09-22 16:49:09,616:	[Wall TIME] >>> ChiefCoach.valid takes 0.867570 seconds ...
2023-09-22 16:49:09,616:	[Coach] >>> Better ***NDCG@10*** of ***0.0269*** 
2023-09-22 16:49:09,632:	[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.07522
2023-09-22 16:49:09,632:	[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0100 || HITRATE@5 Avg: 0.0328 || HITRATE@10 Avg: 0.0491 || NDCG@5 Avg: 0.0216 || NDCG@10 Avg: 0.0269
2023-09-22 16:49:09,632:	[Coach] >>> TEST  @Epoch: 135  >>> 
2023-09-22 16:49:11,097:	[Wall TIME] >>> ChiefCoach.train takes 1.464274 seconds ...
2023-09-22 16:49:11,150:	[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.07493
2023-09-22 16:49:11,150:	[Coach] >>> VALID @Epoch: 136  >>> 
2023-09-22 16:49:11,150:	[Coach] >>> TEST  @Epoch: 136  >>> 
2023-09-22 16:49:12,494:	[Wall TIME] >>> ChiefCoach.train takes 1.343332 seconds ...
2023-09-22 16:49:12,562:	[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.07441
2023-09-22 16:49:12,562:	[Coach] >>> VALID @Epoch: 137  >>> 
2023-09-22 16:49:12,562:	[Coach] >>> TEST  @Epoch: 137  >>> 
2023-09-22 16:49:13,921:	[Wall TIME] >>> ChiefCoach.train takes 1.358353 seconds ...
2023-09-22 16:49:14,230:	[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.07421
2023-09-22 16:49:14,230:	[Coach] >>> VALID @Epoch: 138  >>> 
2023-09-22 16:49:14,230:	[Coach] >>> TEST  @Epoch: 138  >>> 
2023-09-22 16:49:15,891:	[Wall TIME] >>> ChiefCoach.train takes 1.660058 seconds ...
2023-09-22 16:49:15,959:	[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.07438
2023-09-22 16:49:15,959:	[Coach] >>> VALID @Epoch: 139  >>> 
2023-09-22 16:49:15,959:	[Coach] >>> TEST  @Epoch: 139  >>> 
2023-09-22 16:49:17,334:	[Wall TIME] >>> ChiefCoach.train takes 1.374661 seconds ...
2023-09-22 16:49:18,300:	[Wall TIME] >>> ChiefCoach.valid takes 0.841357 seconds ...
2023-09-22 16:49:18,300:	[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.07436
2023-09-22 16:49:18,300:	[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0097 || HITRATE@5 Avg: 0.0332 || HITRATE@10 Avg: 0.0492 || NDCG@5 Avg: 0.0217 || NDCG@10 Avg: 0.0268
2023-09-22 16:49:18,300:	[Coach] >>> TEST  @Epoch: 140  >>> 
2023-09-22 16:49:19,723:	[Wall TIME] >>> ChiefCoach.train takes 1.421952 seconds ...
2023-09-22 16:49:19,786:	[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.07361
2023-09-22 16:49:19,787:	[Coach] >>> VALID @Epoch: 141  >>> 
2023-09-22 16:49:19,787:	[Coach] >>> TEST  @Epoch: 141  >>> 
2023-09-22 16:49:21,181:	[Wall TIME] >>> ChiefCoach.train takes 1.394306 seconds ...
2023-09-22 16:49:21,435:	[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.07387
2023-09-22 16:49:21,435:	[Coach] >>> VALID @Epoch: 142  >>> 
2023-09-22 16:49:21,435:	[Coach] >>> TEST  @Epoch: 142  >>> 
2023-09-22 16:49:22,874:	[Wall TIME] >>> ChiefCoach.train takes 1.439078 seconds ...
2023-09-22 16:49:23,006:	[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.07322
2023-09-22 16:49:23,006:	[Coach] >>> VALID @Epoch: 143  >>> 
2023-09-22 16:49:23,006:	[Coach] >>> TEST  @Epoch: 143  >>> 
2023-09-22 16:49:24,445:	[Wall TIME] >>> ChiefCoach.train takes 1.438450 seconds ...
2023-09-22 16:49:24,514:	[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.07291
2023-09-22 16:49:24,515:	[Coach] >>> VALID @Epoch: 144  >>> 
2023-09-22 16:49:24,515:	[Coach] >>> TEST  @Epoch: 144  >>> 
2023-09-22 16:49:26,327:	[Wall TIME] >>> ChiefCoach.train takes 1.811942 seconds ...
2023-09-22 16:49:27,220:	[Wall TIME] >>> ChiefCoach.valid takes 0.817897 seconds ...
2023-09-22 16:49:27,220:	[Coach] >>> Better ***NDCG@10*** of ***0.0274*** 
2023-09-22 16:49:27,243:	[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.07307
2023-09-22 16:49:27,244:	[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0329 || HITRATE@10 Avg: 0.0496 || NDCG@5 Avg: 0.0220 || NDCG@10 Avg: 0.0274
2023-09-22 16:49:27,244:	[Coach] >>> TEST  @Epoch: 145  >>> 
2023-09-22 16:49:28,900:	[Wall TIME] >>> ChiefCoach.train takes 1.656312 seconds ...
2023-09-22 16:49:29,024:	[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.07280
2023-09-22 16:49:29,025:	[Coach] >>> VALID @Epoch: 146  >>> 
2023-09-22 16:49:29,025:	[Coach] >>> TEST  @Epoch: 146  >>> 
2023-09-22 16:49:30,480:	[Wall TIME] >>> ChiefCoach.train takes 1.455291 seconds ...
2023-09-22 16:49:30,550:	[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.07262
2023-09-22 16:49:30,551:	[Coach] >>> VALID @Epoch: 147  >>> 
2023-09-22 16:49:30,551:	[Coach] >>> TEST  @Epoch: 147  >>> 
2023-09-22 16:49:32,278:	[Wall TIME] >>> ChiefCoach.train takes 1.727308 seconds ...
2023-09-22 16:49:32,336:	[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.07276
2023-09-22 16:49:32,336:	[Coach] >>> VALID @Epoch: 148  >>> 
2023-09-22 16:49:32,337:	[Coach] >>> TEST  @Epoch: 148  >>> 
2023-09-22 16:49:33,896:	[Wall TIME] >>> ChiefCoach.train takes 1.559425 seconds ...
2023-09-22 16:49:33,956:	[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.07265
2023-09-22 16:49:33,956:	[Coach] >>> VALID @Epoch: 149  >>> 
2023-09-22 16:49:33,956:	[Coach] >>> TEST  @Epoch: 149  >>> 
2023-09-22 16:49:35,674:	[Wall TIME] >>> ChiefCoach.train takes 1.717166 seconds ...
2023-09-22 16:49:36,662:	[Wall TIME] >>> ChiefCoach.valid takes 0.929003 seconds ...
2023-09-22 16:49:36,662:	[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.07241
2023-09-22 16:49:36,662:	[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0105 || HITRATE@5 Avg: 0.0334 || HITRATE@10 Avg: 0.0487 || NDCG@5 Avg: 0.0221 || NDCG@10 Avg: 0.0270
2023-09-22 16:49:36,662:	[Coach] >>> TEST  @Epoch: 150  >>> 
2023-09-22 16:49:38,060:	[Wall TIME] >>> ChiefCoach.train takes 1.397643 seconds ...
2023-09-22 16:49:38,115:	[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.07218
2023-09-22 16:49:38,115:	[Coach] >>> VALID @Epoch: 151  >>> 
2023-09-22 16:49:38,115:	[Coach] >>> TEST  @Epoch: 151  >>> 
2023-09-22 16:49:39,824:	[Wall TIME] >>> ChiefCoach.train takes 1.709167 seconds ...
2023-09-22 16:49:39,882:	[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.07215
2023-09-22 16:49:39,882:	[Coach] >>> VALID @Epoch: 152  >>> 
2023-09-22 16:49:39,882:	[Coach] >>> TEST  @Epoch: 152  >>> 
2023-09-22 16:49:41,259:	[Wall TIME] >>> ChiefCoach.train takes 1.376269 seconds ...
2023-09-22 16:49:41,313:	[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.07240
2023-09-22 16:49:41,314:	[Coach] >>> VALID @Epoch: 153  >>> 
2023-09-22 16:49:41,314:	[Coach] >>> TEST  @Epoch: 153  >>> 
2023-09-22 16:49:42,664:	[Wall TIME] >>> ChiefCoach.train takes 1.350694 seconds ...
2023-09-22 16:49:42,952:	[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.07162
2023-09-22 16:49:42,953:	[Coach] >>> VALID @Epoch: 154  >>> 
2023-09-22 16:49:42,953:	[Coach] >>> TEST  @Epoch: 154  >>> 
2023-09-22 16:49:44,482:	[Wall TIME] >>> ChiefCoach.train takes 1.529493 seconds ...
2023-09-22 16:49:45,484:	[Wall TIME] >>> ChiefCoach.valid takes 0.942494 seconds ...
2023-09-22 16:49:45,484:	[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.07195
2023-09-22 16:49:45,484:	[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0336 || HITRATE@10 Avg: 0.0483 || NDCG@5 Avg: 0.0221 || NDCG@10 Avg: 0.0268
2023-09-22 16:49:45,484:	[Coach] >>> TEST  @Epoch: 155  >>> 
2023-09-22 16:49:47,009:	[Wall TIME] >>> ChiefCoach.train takes 1.524802 seconds ...
2023-09-22 16:49:47,066:	[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.07153
2023-09-22 16:49:47,066:	[Coach] >>> VALID @Epoch: 156  >>> 
2023-09-22 16:49:47,066:	[Coach] >>> TEST  @Epoch: 156  >>> 
2023-09-22 16:49:48,556:	[Wall TIME] >>> ChiefCoach.train takes 1.489730 seconds ...
2023-09-22 16:49:49,170:	[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.07132
2023-09-22 16:49:49,170:	[Coach] >>> VALID @Epoch: 157  >>> 
2023-09-22 16:49:49,170:	[Coach] >>> TEST  @Epoch: 157  >>> 
2023-09-22 16:49:51,027:	[Wall TIME] >>> ChiefCoach.train takes 1.856091 seconds ...
2023-09-22 16:49:51,143:	[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.07150
2023-09-22 16:49:51,143:	[Coach] >>> VALID @Epoch: 158  >>> 
2023-09-22 16:49:51,143:	[Coach] >>> TEST  @Epoch: 158  >>> 
2023-09-22 16:49:52,590:	[Wall TIME] >>> ChiefCoach.train takes 1.446657 seconds ...
2023-09-22 16:49:52,647:	[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.07120
2023-09-22 16:49:52,647:	[Coach] >>> VALID @Epoch: 159  >>> 
2023-09-22 16:49:52,647:	[Coach] >>> TEST  @Epoch: 159  >>> 
2023-09-22 16:49:54,035:	[Wall TIME] >>> ChiefCoach.train takes 1.388009 seconds ...
2023-09-22 16:49:55,191:	[Wall TIME] >>> ChiefCoach.valid takes 1.008771 seconds ...
2023-09-22 16:49:55,191:	[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.07100
2023-09-22 16:49:55,192:	[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0099 || HITRATE@5 Avg: 0.0331 || HITRATE@10 Avg: 0.0485 || NDCG@5 Avg: 0.0217 || NDCG@10 Avg: 0.0267
2023-09-22 16:49:55,192:	[Coach] >>> TEST  @Epoch: 160  >>> 
2023-09-22 16:49:56,441:	[Wall TIME] >>> ChiefCoach.train takes 1.248942 seconds ...
2023-09-22 16:49:56,603:	[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.07108
2023-09-22 16:49:56,603:	[Coach] >>> VALID @Epoch: 161  >>> 
2023-09-22 16:49:56,604:	[Coach] >>> TEST  @Epoch: 161  >>> 
2023-09-22 16:49:57,927:	[Wall TIME] >>> ChiefCoach.train takes 1.323201 seconds ...
2023-09-22 16:49:57,984:	[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.07068
2023-09-22 16:49:57,985:	[Coach] >>> VALID @Epoch: 162  >>> 
2023-09-22 16:49:57,985:	[Coach] >>> TEST  @Epoch: 162  >>> 
2023-09-22 16:49:59,215:	[Wall TIME] >>> ChiefCoach.train takes 1.228977 seconds ...
2023-09-22 16:49:59,286:	[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.07085
2023-09-22 16:49:59,286:	[Coach] >>> VALID @Epoch: 163  >>> 
2023-09-22 16:49:59,286:	[Coach] >>> TEST  @Epoch: 163  >>> 
2023-09-22 16:50:00,574:	[Wall TIME] >>> ChiefCoach.train takes 1.287661 seconds ...
2023-09-22 16:50:00,684:	[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.07018
2023-09-22 16:50:00,684:	[Coach] >>> VALID @Epoch: 164  >>> 
2023-09-22 16:50:00,684:	[Coach] >>> TEST  @Epoch: 164  >>> 
2023-09-22 16:50:01,880:	[Wall TIME] >>> ChiefCoach.train takes 1.196002 seconds ...
2023-09-22 16:50:02,865:	[Wall TIME] >>> ChiefCoach.valid takes 0.863379 seconds ...
2023-09-22 16:50:02,865:	[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.07069
2023-09-22 16:50:02,865:	[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0100 || HITRATE@5 Avg: 0.0341 || HITRATE@10 Avg: 0.0488 || NDCG@5 Avg: 0.0223 || NDCG@10 Avg: 0.0270
2023-09-22 16:50:02,865:	[Coach] >>> TEST  @Epoch: 165  >>> 
2023-09-22 16:50:04,192:	[Wall TIME] >>> ChiefCoach.train takes 1.326168 seconds ...
2023-09-22 16:50:04,248:	[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.07017
2023-09-22 16:50:04,248:	[Coach] >>> VALID @Epoch: 166  >>> 
2023-09-22 16:50:04,248:	[Coach] >>> TEST  @Epoch: 166  >>> 
2023-09-22 16:50:05,618:	[Wall TIME] >>> ChiefCoach.train takes 1.369450 seconds ...
2023-09-22 16:50:05,926:	[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.07078
2023-09-22 16:50:05,926:	[Coach] >>> VALID @Epoch: 167  >>> 
2023-09-22 16:50:05,926:	[Coach] >>> TEST  @Epoch: 167  >>> 
2023-09-22 16:50:07,230:	[Wall TIME] >>> ChiefCoach.train takes 1.304060 seconds ...
2023-09-22 16:50:07,289:	[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.07003
2023-09-22 16:50:07,289:	[Coach] >>> VALID @Epoch: 168  >>> 
2023-09-22 16:50:07,289:	[Coach] >>> TEST  @Epoch: 168  >>> 
2023-09-22 16:50:08,534:	[Wall TIME] >>> ChiefCoach.train takes 1.245128 seconds ...
2023-09-22 16:50:08,604:	[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.07023
2023-09-22 16:50:08,605:	[Coach] >>> VALID @Epoch: 169  >>> 
2023-09-22 16:50:08,605:	[Coach] >>> TEST  @Epoch: 169  >>> 
2023-09-22 16:50:09,860:	[Wall TIME] >>> ChiefCoach.train takes 1.255070 seconds ...
2023-09-22 16:50:10,844:	[Wall TIME] >>> ChiefCoach.valid takes 0.910949 seconds ...
2023-09-22 16:50:10,844:	[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.07028
2023-09-22 16:50:10,844:	[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0104 || HITRATE@5 Avg: 0.0333 || HITRATE@10 Avg: 0.0491 || NDCG@5 Avg: 0.0220 || NDCG@10 Avg: 0.0270
2023-09-22 16:50:10,845:	[Coach] >>> TEST  @Epoch: 170  >>> 
2023-09-22 16:50:12,036:	[Wall TIME] >>> ChiefCoach.train takes 1.190749 seconds ...
2023-09-22 16:50:12,097:	[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.06944
2023-09-22 16:50:12,099:	[Coach] >>> VALID @Epoch: 171  >>> 
2023-09-22 16:50:12,100:	[Coach] >>> TEST  @Epoch: 171  >>> 
2023-09-22 16:50:13,348:	[Wall TIME] >>> ChiefCoach.train takes 1.245878 seconds ...
2023-09-22 16:50:13,414:	[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.06909
2023-09-22 16:50:13,414:	[Coach] >>> VALID @Epoch: 172  >>> 
2023-09-22 16:50:13,414:	[Coach] >>> TEST  @Epoch: 172  >>> 
2023-09-22 16:50:14,729:	[Wall TIME] >>> ChiefCoach.train takes 1.314972 seconds ...
2023-09-22 16:50:14,805:	[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.06966
2023-09-22 16:50:14,806:	[Coach] >>> VALID @Epoch: 173  >>> 
2023-09-22 16:50:14,806:	[Coach] >>> TEST  @Epoch: 173  >>> 
2023-09-22 16:50:16,050:	[Wall TIME] >>> ChiefCoach.train takes 1.243765 seconds ...
2023-09-22 16:50:16,363:	[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.06942
2023-09-22 16:50:16,363:	[Coach] >>> VALID @Epoch: 174  >>> 
2023-09-22 16:50:16,363:	[Coach] >>> TEST  @Epoch: 174  >>> 
2023-09-22 16:50:17,518:	[Wall TIME] >>> ChiefCoach.train takes 1.154536 seconds ...
2023-09-22 16:50:18,415:	[Wall TIME] >>> ChiefCoach.valid takes 0.843583 seconds ...
2023-09-22 16:50:18,416:	[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.06929
2023-09-22 16:50:18,416:	[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0105 || HITRATE@5 Avg: 0.0330 || HITRATE@10 Avg: 0.0490 || NDCG@5 Avg: 0.0219 || NDCG@10 Avg: 0.0270
2023-09-22 16:50:18,416:	[Coach] >>> TEST  @Epoch: 175  >>> 
2023-09-22 16:50:20,213:	[Wall TIME] >>> ChiefCoach.train takes 1.796676 seconds ...
2023-09-22 16:50:20,487:	[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.06958
2023-09-22 16:50:20,487:	[Coach] >>> VALID @Epoch: 176  >>> 
2023-09-22 16:50:20,488:	[Coach] >>> TEST  @Epoch: 176  >>> 
2023-09-22 16:50:21,959:	[Wall TIME] >>> ChiefCoach.train takes 1.471705 seconds ...
2023-09-22 16:50:22,015:	[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.06871
2023-09-22 16:50:22,015:	[Coach] >>> VALID @Epoch: 177  >>> 
2023-09-22 16:50:22,015:	[Coach] >>> TEST  @Epoch: 177  >>> 
2023-09-22 16:50:23,464:	[Wall TIME] >>> ChiefCoach.train takes 1.448470 seconds ...
2023-09-22 16:50:23,526:	[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.06871
2023-09-22 16:50:23,526:	[Coach] >>> VALID @Epoch: 178  >>> 
2023-09-22 16:50:23,526:	[Coach] >>> TEST  @Epoch: 178  >>> 
2023-09-22 16:50:25,164:	[Wall TIME] >>> ChiefCoach.train takes 1.637717 seconds ...
2023-09-22 16:50:25,219:	[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.06852
2023-09-22 16:50:25,219:	[Coach] >>> VALID @Epoch: 179  >>> 
2023-09-22 16:50:25,220:	[Coach] >>> TEST  @Epoch: 179  >>> 
2023-09-22 16:50:26,574:	[Wall TIME] >>> ChiefCoach.train takes 1.354193 seconds ...
2023-09-22 16:50:27,587:	[Wall TIME] >>> ChiefCoach.valid takes 0.890361 seconds ...
2023-09-22 16:50:27,587:	[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.06817
2023-09-22 16:50:27,587:	[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0099 || HITRATE@5 Avg: 0.0335 || HITRATE@10 Avg: 0.0498 || NDCG@5 Avg: 0.0219 || NDCG@10 Avg: 0.0271
2023-09-22 16:50:27,588:	[Coach] >>> TEST  @Epoch: 180  >>> 
2023-09-22 16:50:29,112:	[Wall TIME] >>> ChiefCoach.train takes 1.524203 seconds ...
2023-09-22 16:50:29,315:	[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.06848
2023-09-22 16:50:29,316:	[Coach] >>> VALID @Epoch: 181  >>> 
2023-09-22 16:50:29,316:	[Coach] >>> TEST  @Epoch: 181  >>> 
2023-09-22 16:50:30,848:	[Wall TIME] >>> ChiefCoach.train takes 1.531149 seconds ...
2023-09-22 16:50:30,910:	[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.06806
2023-09-22 16:50:30,910:	[Coach] >>> VALID @Epoch: 182  >>> 
2023-09-22 16:50:30,910:	[Coach] >>> TEST  @Epoch: 182  >>> 
2023-09-22 16:50:32,853:	[Wall TIME] >>> ChiefCoach.train takes 1.942833 seconds ...
2023-09-22 16:50:33,318:	[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.06838
2023-09-22 16:50:33,319:	[Coach] >>> VALID @Epoch: 183  >>> 
2023-09-22 16:50:33,319:	[Coach] >>> TEST  @Epoch: 183  >>> 
2023-09-22 16:50:34,794:	[Wall TIME] >>> ChiefCoach.train takes 1.474837 seconds ...
2023-09-22 16:50:34,868:	[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.06805
2023-09-22 16:50:34,868:	[Coach] >>> VALID @Epoch: 184  >>> 
2023-09-22 16:50:34,868:	[Coach] >>> TEST  @Epoch: 184  >>> 
2023-09-22 16:50:36,212:	[Wall TIME] >>> ChiefCoach.train takes 1.343569 seconds ...
2023-09-22 16:50:37,102:	[Wall TIME] >>> ChiefCoach.valid takes 0.832507 seconds ...
2023-09-22 16:50:37,102:	[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.06783
2023-09-22 16:50:37,102:	[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0337 || HITRATE@10 Avg: 0.0502 || NDCG@5 Avg: 0.0221 || NDCG@10 Avg: 0.0274
2023-09-22 16:50:37,102:	[Coach] >>> TEST  @Epoch: 185  >>> 
2023-09-22 16:50:38,648:	[Wall TIME] >>> ChiefCoach.train takes 1.545717 seconds ...
2023-09-22 16:50:38,760:	[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.06832
2023-09-22 16:50:38,761:	[Coach] >>> VALID @Epoch: 186  >>> 
2023-09-22 16:50:38,761:	[Coach] >>> TEST  @Epoch: 186  >>> 
2023-09-22 16:50:40,160:	[Wall TIME] >>> ChiefCoach.train takes 1.398704 seconds ...
2023-09-22 16:50:40,256:	[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.06735
2023-09-22 16:50:40,257:	[Coach] >>> VALID @Epoch: 187  >>> 
2023-09-22 16:50:40,257:	[Coach] >>> TEST  @Epoch: 187  >>> 
2023-09-22 16:50:41,849:	[Wall TIME] >>> ChiefCoach.train takes 1.592342 seconds ...
2023-09-22 16:50:41,972:	[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.06756
2023-09-22 16:50:41,972:	[Coach] >>> VALID @Epoch: 188  >>> 
2023-09-22 16:50:41,972:	[Coach] >>> TEST  @Epoch: 188  >>> 
2023-09-22 16:50:43,415:	[Wall TIME] >>> ChiefCoach.train takes 1.443001 seconds ...
2023-09-22 16:50:43,470:	[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.06787
2023-09-22 16:50:43,471:	[Coach] >>> VALID @Epoch: 189  >>> 
2023-09-22 16:50:43,471:	[Coach] >>> TEST  @Epoch: 189  >>> 
2023-09-22 16:50:45,129:	[Wall TIME] >>> ChiefCoach.train takes 1.657815 seconds ...
2023-09-22 16:50:46,027:	[Wall TIME] >>> ChiefCoach.valid takes 0.838908 seconds ...
2023-09-22 16:50:46,028:	[Coach] >>> Better ***NDCG@10*** of ***0.0275*** 
2023-09-22 16:50:46,045:	[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.06714
2023-09-22 16:50:46,045:	[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0334 || HITRATE@10 Avg: 0.0507 || NDCG@5 Avg: 0.0219 || NDCG@10 Avg: 0.0275
2023-09-22 16:50:46,045:	[Coach] >>> TEST  @Epoch: 190  >>> 
2023-09-22 16:50:47,373:	[Wall TIME] >>> ChiefCoach.train takes 1.327714 seconds ...
2023-09-22 16:50:47,426:	[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.06746
2023-09-22 16:50:47,427:	[Coach] >>> VALID @Epoch: 191  >>> 
2023-09-22 16:50:47,427:	[Coach] >>> TEST  @Epoch: 191  >>> 
2023-09-22 16:50:49,345:	[Wall TIME] >>> ChiefCoach.train takes 1.918335 seconds ...
2023-09-22 16:50:49,407:	[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.06718
2023-09-22 16:50:49,407:	[Coach] >>> VALID @Epoch: 192  >>> 
2023-09-22 16:50:49,407:	[Coach] >>> TEST  @Epoch: 192  >>> 
2023-09-22 16:50:50,836:	[Wall TIME] >>> ChiefCoach.train takes 1.428255 seconds ...
2023-09-22 16:50:50,943:	[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.06700
2023-09-22 16:50:50,943:	[Coach] >>> VALID @Epoch: 193  >>> 
2023-09-22 16:50:50,943:	[Coach] >>> TEST  @Epoch: 193  >>> 
2023-09-22 16:50:52,759:	[Wall TIME] >>> ChiefCoach.train takes 1.816315 seconds ...
2023-09-22 16:50:52,818:	[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.06710
2023-09-22 16:50:52,819:	[Coach] >>> VALID @Epoch: 194  >>> 
2023-09-22 16:50:52,819:	[Coach] >>> TEST  @Epoch: 194  >>> 
2023-09-22 16:50:54,274:	[Wall TIME] >>> ChiefCoach.train takes 1.454999 seconds ...
2023-09-22 16:50:55,226:	[Wall TIME] >>> ChiefCoach.valid takes 0.878312 seconds ...
2023-09-22 16:50:55,227:	[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.06685
2023-09-22 16:50:55,227:	[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0336 || HITRATE@10 Avg: 0.0502 || NDCG@5 Avg: 0.0220 || NDCG@10 Avg: 0.0274
2023-09-22 16:50:55,227:	[Coach] >>> TEST  @Epoch: 195  >>> 
2023-09-22 16:50:56,909:	[Wall TIME] >>> ChiefCoach.train takes 1.681646 seconds ...
2023-09-22 16:50:57,022:	[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.06731
2023-09-22 16:50:57,022:	[Coach] >>> VALID @Epoch: 196  >>> 
2023-09-22 16:50:57,022:	[Coach] >>> TEST  @Epoch: 196  >>> 
2023-09-22 16:50:58,768:	[Wall TIME] >>> ChiefCoach.train takes 1.745718 seconds ...
2023-09-22 16:50:58,927:	[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.06698
2023-09-22 16:50:58,927:	[Coach] >>> VALID @Epoch: 197  >>> 
2023-09-22 16:50:58,927:	[Coach] >>> TEST  @Epoch: 197  >>> 
2023-09-22 16:51:00,538:	[Wall TIME] >>> ChiefCoach.train takes 1.610278 seconds ...
2023-09-22 16:51:00,749:	[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.06706
2023-09-22 16:51:00,749:	[Coach] >>> VALID @Epoch: 198  >>> 
2023-09-22 16:51:00,749:	[Coach] >>> TEST  @Epoch: 198  >>> 
2023-09-22 16:51:02,341:	[Wall TIME] >>> ChiefCoach.train takes 1.591397 seconds ...
2023-09-22 16:51:02,550:	[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.06669
2023-09-22 16:51:02,550:	[Coach] >>> VALID @Epoch: 199  >>> 
2023-09-22 16:51:02,550:	[Coach] >>> TEST  @Epoch: 199  >>> 
2023-09-22 16:51:04,171:	[Wall TIME] >>> ChiefCoach.train takes 1.620770 seconds ...
2023-09-22 16:51:05,133:	[Wall TIME] >>> ChiefCoach.valid takes 0.898294 seconds ...
2023-09-22 16:51:05,134:	[Coach] >>> Better ***NDCG@10*** of ***0.0279*** 
2023-09-22 16:51:05,153:	[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.06675
2023-09-22 16:51:05,153:	[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0334 || HITRATE@10 Avg: 0.0506 || NDCG@5 Avg: 0.0224 || NDCG@10 Avg: 0.0279
2023-09-22 16:51:05,153:	[Coach] >>> TEST  @Epoch: 200  >>> 
2023-09-22 16:51:06,820:	[Wall TIME] >>> ChiefCoach.train takes 1.666389 seconds ...
2023-09-22 16:51:06,887:	[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.06624
2023-09-22 16:51:06,887:	[Coach] >>> VALID @Epoch: 201  >>> 
2023-09-22 16:51:06,887:	[Coach] >>> TEST  @Epoch: 201  >>> 
2023-09-22 16:51:08,286:	[Wall TIME] >>> ChiefCoach.train takes 1.398337 seconds ...
2023-09-22 16:51:08,341:	[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.06690
2023-09-22 16:51:08,341:	[Coach] >>> VALID @Epoch: 202  >>> 
2023-09-22 16:51:08,341:	[Coach] >>> TEST  @Epoch: 202  >>> 
2023-09-22 16:51:09,692:	[Wall TIME] >>> ChiefCoach.train takes 1.350576 seconds ...
2023-09-22 16:51:09,763:	[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.06638
2023-09-22 16:51:09,763:	[Coach] >>> VALID @Epoch: 203  >>> 
2023-09-22 16:51:09,763:	[Coach] >>> TEST  @Epoch: 203  >>> 
2023-09-22 16:51:11,202:	[Wall TIME] >>> ChiefCoach.train takes 1.438145 seconds ...
2023-09-22 16:51:11,396:	[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.06620
2023-09-22 16:51:11,396:	[Coach] >>> VALID @Epoch: 204  >>> 
2023-09-22 16:51:11,396:	[Coach] >>> TEST  @Epoch: 204  >>> 
2023-09-22 16:51:12,871:	[Wall TIME] >>> ChiefCoach.train takes 1.474348 seconds ...
2023-09-22 16:51:13,916:	[Wall TIME] >>> ChiefCoach.valid takes 0.940538 seconds ...
2023-09-22 16:51:13,916:	[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.06595
2023-09-22 16:51:13,916:	[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0105 || HITRATE@5 Avg: 0.0332 || HITRATE@10 Avg: 0.0502 || NDCG@5 Avg: 0.0220 || NDCG@10 Avg: 0.0275
2023-09-22 16:51:13,916:	[Coach] >>> TEST  @Epoch: 205  >>> 
2023-09-22 16:51:15,491:	[Wall TIME] >>> ChiefCoach.train takes 1.574029 seconds ...
2023-09-22 16:51:15,550:	[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.06620
2023-09-22 16:51:15,551:	[Coach] >>> VALID @Epoch: 206  >>> 
2023-09-22 16:51:15,551:	[Coach] >>> TEST  @Epoch: 206  >>> 
2023-09-22 16:51:17,053:	[Wall TIME] >>> ChiefCoach.train takes 1.501738 seconds ...
2023-09-22 16:51:17,115:	[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.06675
2023-09-22 16:51:17,115:	[Coach] >>> VALID @Epoch: 207  >>> 
2023-09-22 16:51:17,115:	[Coach] >>> TEST  @Epoch: 207  >>> 
2023-09-22 16:51:18,587:	[Wall TIME] >>> ChiefCoach.train takes 1.472380 seconds ...
2023-09-22 16:51:18,647:	[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.06609
2023-09-22 16:51:18,647:	[Coach] >>> VALID @Epoch: 208  >>> 
2023-09-22 16:51:18,647:	[Coach] >>> TEST  @Epoch: 208  >>> 
2023-09-22 16:51:20,093:	[Wall TIME] >>> ChiefCoach.train takes 1.445330 seconds ...
2023-09-22 16:51:20,156:	[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.06593
2023-09-22 16:51:20,156:	[Coach] >>> VALID @Epoch: 209  >>> 
2023-09-22 16:51:20,156:	[Coach] >>> TEST  @Epoch: 209  >>> 
2023-09-22 16:51:21,826:	[Wall TIME] >>> ChiefCoach.train takes 1.669729 seconds ...
2023-09-22 16:51:22,727:	[Wall TIME] >>> ChiefCoach.valid takes 0.832987 seconds ...
2023-09-22 16:51:22,728:	[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.06568
2023-09-22 16:51:22,729:	[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0108 || HITRATE@5 Avg: 0.0331 || HITRATE@10 Avg: 0.0511 || NDCG@5 Avg: 0.0220 || NDCG@10 Avg: 0.0278
2023-09-22 16:51:22,730:	[Coach] >>> TEST  @Epoch: 210  >>> 
2023-09-22 16:51:24,141:	[Wall TIME] >>> ChiefCoach.train takes 1.407680 seconds ...
2023-09-22 16:51:24,198:	[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.06574
2023-09-22 16:51:24,198:	[Coach] >>> VALID @Epoch: 211  >>> 
2023-09-22 16:51:24,198:	[Coach] >>> TEST  @Epoch: 211  >>> 
2023-09-22 16:51:25,552:	[Wall TIME] >>> ChiefCoach.train takes 1.353511 seconds ...
2023-09-22 16:51:25,659:	[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.06567
2023-09-22 16:51:25,659:	[Coach] >>> VALID @Epoch: 212  >>> 
2023-09-22 16:51:25,660:	[Coach] >>> TEST  @Epoch: 212  >>> 
2023-09-22 16:51:27,240:	[Wall TIME] >>> ChiefCoach.train takes 1.580407 seconds ...
2023-09-22 16:51:27,354:	[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.06549
2023-09-22 16:51:27,354:	[Coach] >>> VALID @Epoch: 213  >>> 
2023-09-22 16:51:27,354:	[Coach] >>> TEST  @Epoch: 213  >>> 
2023-09-22 16:51:28,748:	[Wall TIME] >>> ChiefCoach.train takes 1.393661 seconds ...
2023-09-22 16:51:28,806:	[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.06567
2023-09-22 16:51:28,806:	[Coach] >>> VALID @Epoch: 214  >>> 
2023-09-22 16:51:28,806:	[Coach] >>> TEST  @Epoch: 214  >>> 
2023-09-22 16:51:30,175:	[Wall TIME] >>> ChiefCoach.train takes 1.368856 seconds ...
2023-09-22 16:51:31,344:	[Wall TIME] >>> ChiefCoach.valid takes 0.876079 seconds ...
2023-09-22 16:51:31,345:	[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.06574
2023-09-22 16:51:31,345:	[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0335 || HITRATE@10 Avg: 0.0507 || NDCG@5 Avg: 0.0222 || NDCG@10 Avg: 0.0277
2023-09-22 16:51:31,345:	[Coach] >>> TEST  @Epoch: 215  >>> 
2023-09-22 16:51:32,835:	[Wall TIME] >>> ChiefCoach.train takes 1.490023 seconds ...
2023-09-22 16:51:33,045:	[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.06603
2023-09-22 16:51:33,046:	[Coach] >>> VALID @Epoch: 216  >>> 
2023-09-22 16:51:33,046:	[Coach] >>> TEST  @Epoch: 216  >>> 
2023-09-22 16:51:34,719:	[Wall TIME] >>> ChiefCoach.train takes 1.672583 seconds ...
2023-09-22 16:51:34,786:	[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.06514
2023-09-22 16:51:34,786:	[Coach] >>> VALID @Epoch: 217  >>> 
2023-09-22 16:51:34,786:	[Coach] >>> TEST  @Epoch: 217  >>> 
2023-09-22 16:51:36,381:	[Wall TIME] >>> ChiefCoach.train takes 1.594061 seconds ...
2023-09-22 16:51:36,492:	[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.06520
2023-09-22 16:51:36,492:	[Coach] >>> VALID @Epoch: 218  >>> 
2023-09-22 16:51:36,492:	[Coach] >>> TEST  @Epoch: 218  >>> 
2023-09-22 16:51:37,965:	[Wall TIME] >>> ChiefCoach.train takes 1.473271 seconds ...
2023-09-22 16:51:38,086:	[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.06475
2023-09-22 16:51:38,086:	[Coach] >>> VALID @Epoch: 219  >>> 
2023-09-22 16:51:38,086:	[Coach] >>> TEST  @Epoch: 219  >>> 
2023-09-22 16:51:39,697:	[Wall TIME] >>> ChiefCoach.train takes 1.610484 seconds ...
2023-09-22 16:51:40,604:	[Wall TIME] >>> ChiefCoach.valid takes 0.849887 seconds ...
2023-09-22 16:51:40,605:	[Coach] >>> Better ***NDCG@10*** of ***0.0280*** 
2023-09-22 16:51:40,621:	[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.06501
2023-09-22 16:51:40,621:	[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0337 || HITRATE@10 Avg: 0.0511 || NDCG@5 Avg: 0.0225 || NDCG@10 Avg: 0.0280
2023-09-22 16:51:40,621:	[Coach] >>> TEST  @Epoch: 220  >>> 
2023-09-22 16:51:42,243:	[Wall TIME] >>> ChiefCoach.train takes 1.621697 seconds ...
2023-09-22 16:51:42,360:	[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.06468
2023-09-22 16:51:42,360:	[Coach] >>> VALID @Epoch: 221  >>> 
2023-09-22 16:51:42,360:	[Coach] >>> TEST  @Epoch: 221  >>> 
2023-09-22 16:51:43,979:	[Wall TIME] >>> ChiefCoach.train takes 1.618416 seconds ...
2023-09-22 16:51:44,173:	[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.06533
2023-09-22 16:51:44,173:	[Coach] >>> VALID @Epoch: 222  >>> 
2023-09-22 16:51:44,173:	[Coach] >>> TEST  @Epoch: 222  >>> 
2023-09-22 16:51:45,699:	[Wall TIME] >>> ChiefCoach.train takes 1.525417 seconds ...
2023-09-22 16:51:45,753:	[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.06502
2023-09-22 16:51:45,754:	[Coach] >>> VALID @Epoch: 223  >>> 
2023-09-22 16:51:45,754:	[Coach] >>> TEST  @Epoch: 223  >>> 
2023-09-22 16:51:47,335:	[Wall TIME] >>> ChiefCoach.train takes 1.580261 seconds ...
2023-09-22 16:51:47,392:	[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.06468
2023-09-22 16:51:47,393:	[Coach] >>> VALID @Epoch: 224  >>> 
2023-09-22 16:51:47,393:	[Coach] >>> TEST  @Epoch: 224  >>> 
2023-09-22 16:51:48,934:	[Wall TIME] >>> ChiefCoach.train takes 1.540487 seconds ...
2023-09-22 16:51:49,883:	[Wall TIME] >>> ChiefCoach.valid takes 0.874485 seconds ...
2023-09-22 16:51:49,883:	[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.06459
2023-09-22 16:51:49,883:	[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0107 || HITRATE@5 Avg: 0.0337 || HITRATE@10 Avg: 0.0510 || NDCG@5 Avg: 0.0224 || NDCG@10 Avg: 0.0279
2023-09-22 16:51:49,883:	[Coach] >>> TEST  @Epoch: 225  >>> 
2023-09-22 16:51:51,486:	[Wall TIME] >>> ChiefCoach.train takes 1.602480 seconds ...
2023-09-22 16:51:51,603:	[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.06432
2023-09-22 16:51:51,604:	[Coach] >>> VALID @Epoch: 226  >>> 
2023-09-22 16:51:51,604:	[Coach] >>> TEST  @Epoch: 226  >>> 
2023-09-22 16:51:52,904:	[Wall TIME] >>> ChiefCoach.train takes 1.299236 seconds ...
2023-09-22 16:51:52,958:	[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.06452
2023-09-22 16:51:52,958:	[Coach] >>> VALID @Epoch: 227  >>> 
2023-09-22 16:51:52,958:	[Coach] >>> TEST  @Epoch: 227  >>> 
2023-09-22 16:51:54,284:	[Wall TIME] >>> ChiefCoach.train takes 1.325730 seconds ...
2023-09-22 16:51:54,342:	[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.06438
2023-09-22 16:51:54,342:	[Coach] >>> VALID @Epoch: 228  >>> 
2023-09-22 16:51:54,342:	[Coach] >>> TEST  @Epoch: 228  >>> 
2023-09-22 16:51:55,889:	[Wall TIME] >>> ChiefCoach.train takes 1.546771 seconds ...
2023-09-22 16:51:55,952:	[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.06399
2023-09-22 16:51:55,953:	[Coach] >>> VALID @Epoch: 229  >>> 
2023-09-22 16:51:55,953:	[Coach] >>> TEST  @Epoch: 229  >>> 
2023-09-22 16:51:57,367:	[Wall TIME] >>> ChiefCoach.train takes 1.413841 seconds ...
2023-09-22 16:51:58,279:	[Wall TIME] >>> ChiefCoach.valid takes 0.836690 seconds ...
2023-09-22 16:51:58,279:	[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.06426
2023-09-22 16:51:58,279:	[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0105 || HITRATE@5 Avg: 0.0342 || HITRATE@10 Avg: 0.0513 || NDCG@5 Avg: 0.0224 || NDCG@10 Avg: 0.0279
2023-09-22 16:51:58,279:	[Coach] >>> TEST  @Epoch: 230  >>> 
2023-09-22 16:51:59,984:	[Wall TIME] >>> ChiefCoach.train takes 1.704787 seconds ...
2023-09-22 16:52:00,047:	[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.06431
2023-09-22 16:52:00,047:	[Coach] >>> VALID @Epoch: 231  >>> 
2023-09-22 16:52:00,048:	[Coach] >>> TEST  @Epoch: 231  >>> 
2023-09-22 16:52:01,411:	[Wall TIME] >>> ChiefCoach.train takes 1.363655 seconds ...
2023-09-22 16:52:01,474:	[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.06415
2023-09-22 16:52:01,475:	[Coach] >>> VALID @Epoch: 232  >>> 
2023-09-22 16:52:01,475:	[Coach] >>> TEST  @Epoch: 232  >>> 
2023-09-22 16:52:02,983:	[Wall TIME] >>> ChiefCoach.train takes 1.508509 seconds ...
2023-09-22 16:52:03,044:	[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.06416
2023-09-22 16:52:03,044:	[Coach] >>> VALID @Epoch: 233  >>> 
2023-09-22 16:52:03,044:	[Coach] >>> TEST  @Epoch: 233  >>> 
2023-09-22 16:52:04,973:	[Wall TIME] >>> ChiefCoach.train takes 1.928277 seconds ...
2023-09-22 16:52:05,127:	[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.06411
2023-09-22 16:52:05,127:	[Coach] >>> VALID @Epoch: 234  >>> 
2023-09-22 16:52:05,127:	[Coach] >>> TEST  @Epoch: 234  >>> 
2023-09-22 16:52:06,809:	[Wall TIME] >>> ChiefCoach.train takes 1.681189 seconds ...
2023-09-22 16:52:07,692:	[Wall TIME] >>> ChiefCoach.valid takes 0.808031 seconds ...
2023-09-22 16:52:07,693:	[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.06417
2023-09-22 16:52:07,693:	[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0101 || HITRATE@5 Avg: 0.0333 || HITRATE@10 Avg: 0.0517 || NDCG@5 Avg: 0.0220 || NDCG@10 Avg: 0.0279
2023-09-22 16:52:07,693:	[Coach] >>> TEST  @Epoch: 235  >>> 
2023-09-22 16:52:09,496:	[Wall TIME] >>> ChiefCoach.train takes 1.802527 seconds ...
2023-09-22 16:52:09,556:	[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.06362
2023-09-22 16:52:09,556:	[Coach] >>> VALID @Epoch: 236  >>> 
2023-09-22 16:52:09,556:	[Coach] >>> TEST  @Epoch: 236  >>> 
2023-09-22 16:52:11,051:	[Wall TIME] >>> ChiefCoach.train takes 1.494399 seconds ...
2023-09-22 16:52:11,106:	[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.06398
2023-09-22 16:52:11,106:	[Coach] >>> VALID @Epoch: 237  >>> 
2023-09-22 16:52:11,106:	[Coach] >>> TEST  @Epoch: 237  >>> 
2023-09-22 16:52:12,443:	[Wall TIME] >>> ChiefCoach.train takes 1.337242 seconds ...
2023-09-22 16:52:12,519:	[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.06361
2023-09-22 16:52:12,522:	[Coach] >>> VALID @Epoch: 238  >>> 
2023-09-22 16:52:12,522:	[Coach] >>> TEST  @Epoch: 238  >>> 
2023-09-22 16:52:14,298:	[Wall TIME] >>> ChiefCoach.train takes 1.775550 seconds ...
2023-09-22 16:52:14,373:	[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.06392
2023-09-22 16:52:14,373:	[Coach] >>> VALID @Epoch: 239  >>> 
2023-09-22 16:52:14,373:	[Coach] >>> TEST  @Epoch: 239  >>> 
2023-09-22 16:52:16,068:	[Wall TIME] >>> ChiefCoach.train takes 1.694497 seconds ...
2023-09-22 16:52:16,950:	[Wall TIME] >>> ChiefCoach.valid takes 0.824828 seconds ...
2023-09-22 16:52:16,951:	[Coach] >>> Better ***NDCG@10*** of ***0.0282*** 
2023-09-22 16:52:17,415:	[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.06371
2023-09-22 16:52:17,415:	[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0342 || HITRATE@10 Avg: 0.0517 || NDCG@5 Avg: 0.0225 || NDCG@10 Avg: 0.0282
2023-09-22 16:52:17,415:	[Coach] >>> TEST  @Epoch: 240  >>> 
2023-09-22 16:52:18,813:	[Wall TIME] >>> ChiefCoach.train takes 1.397254 seconds ...
2023-09-22 16:52:18,872:	[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.06358
2023-09-22 16:52:18,872:	[Coach] >>> VALID @Epoch: 241  >>> 
2023-09-22 16:52:18,873:	[Coach] >>> TEST  @Epoch: 241  >>> 
2023-09-22 16:52:20,367:	[Wall TIME] >>> ChiefCoach.train takes 1.493984 seconds ...
2023-09-22 16:52:20,432:	[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.06355
2023-09-22 16:52:20,432:	[Coach] >>> VALID @Epoch: 242  >>> 
2023-09-22 16:52:20,432:	[Coach] >>> TEST  @Epoch: 242  >>> 
2023-09-22 16:52:22,174:	[Wall TIME] >>> ChiefCoach.train takes 1.742071 seconds ...
2023-09-22 16:52:22,317:	[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.06390
2023-09-22 16:52:22,318:	[Coach] >>> VALID @Epoch: 243  >>> 
2023-09-22 16:52:22,318:	[Coach] >>> TEST  @Epoch: 243  >>> 
2023-09-22 16:52:23,669:	[Wall TIME] >>> ChiefCoach.train takes 1.350919 seconds ...
2023-09-22 16:52:23,734:	[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.06349
2023-09-22 16:52:23,734:	[Coach] >>> VALID @Epoch: 244  >>> 
2023-09-22 16:52:23,734:	[Coach] >>> TEST  @Epoch: 244  >>> 
2023-09-22 16:52:25,167:	[Wall TIME] >>> ChiefCoach.train takes 1.432583 seconds ...
2023-09-22 16:52:26,562:	[Wall TIME] >>> ChiefCoach.valid takes 0.848176 seconds ...
2023-09-22 16:52:26,562:	[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.06321
2023-09-22 16:52:26,562:	[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0110 || HITRATE@5 Avg: 0.0337 || HITRATE@10 Avg: 0.0511 || NDCG@5 Avg: 0.0225 || NDCG@10 Avg: 0.0281
2023-09-22 16:52:26,562:	[Coach] >>> TEST  @Epoch: 245  >>> 
2023-09-22 16:52:27,920:	[Wall TIME] >>> ChiefCoach.train takes 1.357204 seconds ...
2023-09-22 16:52:27,976:	[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.06305
2023-09-22 16:52:27,976:	[Coach] >>> VALID @Epoch: 246  >>> 
2023-09-22 16:52:27,976:	[Coach] >>> TEST  @Epoch: 246  >>> 
2023-09-22 16:52:29,367:	[Wall TIME] >>> ChiefCoach.train takes 1.390924 seconds ...
2023-09-22 16:52:29,487:	[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.06293
2023-09-22 16:52:29,487:	[Coach] >>> VALID @Epoch: 247  >>> 
2023-09-22 16:52:29,487:	[Coach] >>> TEST  @Epoch: 247  >>> 
2023-09-22 16:52:30,909:	[Wall TIME] >>> ChiefCoach.train takes 1.421135 seconds ...
2023-09-22 16:52:31,251:	[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.06320
2023-09-22 16:52:31,251:	[Coach] >>> VALID @Epoch: 248  >>> 
2023-09-22 16:52:31,252:	[Coach] >>> TEST  @Epoch: 248  >>> 
2023-09-22 16:52:32,825:	[Wall TIME] >>> ChiefCoach.train takes 1.573627 seconds ...
2023-09-22 16:52:32,887:	[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.06287
2023-09-22 16:52:32,887:	[Coach] >>> VALID @Epoch: 249  >>> 
2023-09-22 16:52:32,887:	[Coach] >>> TEST  @Epoch: 249  >>> 
2023-09-22 16:52:34,373:	[Wall TIME] >>> ChiefCoach.train takes 1.485935 seconds ...
2023-09-22 16:52:35,544:	[Wall TIME] >>> ChiefCoach.valid takes 1.062083 seconds ...
2023-09-22 16:52:35,544:	[Coach] >>> Better ***NDCG@10*** of ***0.0282*** 
2023-09-22 16:52:35,622:	[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.06274
2023-09-22 16:52:35,623:	[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0110 || HITRATE@5 Avg: 0.0338 || HITRATE@10 Avg: 0.0516 || NDCG@5 Avg: 0.0225 || NDCG@10 Avg: 0.0282
2023-09-22 16:52:35,623:	[Coach] >>> TEST  @Epoch: 250  >>> 
2023-09-22 16:52:36,960:	[Wall TIME] >>> ChiefCoach.train takes 1.337270 seconds ...
2023-09-22 16:52:37,314:	[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.06307
2023-09-22 16:52:37,314:	[Coach] >>> VALID @Epoch: 251  >>> 
2023-09-22 16:52:37,314:	[Coach] >>> TEST  @Epoch: 251  >>> 
2023-09-22 16:52:38,559:	[Wall TIME] >>> ChiefCoach.train takes 1.244913 seconds ...
2023-09-22 16:52:38,613:	[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.06273
2023-09-22 16:52:38,614:	[Coach] >>> VALID @Epoch: 252  >>> 
2023-09-22 16:52:38,614:	[Coach] >>> TEST  @Epoch: 252  >>> 
2023-09-22 16:52:39,893:	[Wall TIME] >>> ChiefCoach.train takes 1.279078 seconds ...
2023-09-22 16:52:39,956:	[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.06264
2023-09-22 16:52:39,956:	[Coach] >>> VALID @Epoch: 253  >>> 
2023-09-22 16:52:39,956:	[Coach] >>> TEST  @Epoch: 253  >>> 
2023-09-22 16:52:41,210:	[Wall TIME] >>> ChiefCoach.train takes 1.254220 seconds ...
2023-09-22 16:52:41,270:	[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.06276
2023-09-22 16:52:41,270:	[Coach] >>> VALID @Epoch: 254  >>> 
2023-09-22 16:52:41,270:	[Coach] >>> TEST  @Epoch: 254  >>> 
2023-09-22 16:52:42,499:	[Wall TIME] >>> ChiefCoach.train takes 1.228993 seconds ...
2023-09-22 16:52:43,482:	[Wall TIME] >>> ChiefCoach.valid takes 0.875943 seconds ...
2023-09-22 16:52:43,483:	[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.06205
2023-09-22 16:52:43,483:	[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0107 || HITRATE@5 Avg: 0.0337 || HITRATE@10 Avg: 0.0513 || NDCG@5 Avg: 0.0223 || NDCG@10 Avg: 0.0280
2023-09-22 16:52:43,483:	[Coach] >>> TEST  @Epoch: 255  >>> 
2023-09-22 16:52:44,693:	[Wall TIME] >>> ChiefCoach.train takes 1.209226 seconds ...
2023-09-22 16:52:44,762:	[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.06296
2023-09-22 16:52:44,762:	[Coach] >>> VALID @Epoch: 256  >>> 
2023-09-22 16:52:44,762:	[Coach] >>> TEST  @Epoch: 256  >>> 
2023-09-22 16:52:45,974:	[Wall TIME] >>> ChiefCoach.train takes 1.211658 seconds ...
2023-09-22 16:52:46,033:	[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.06295
2023-09-22 16:52:46,033:	[Coach] >>> VALID @Epoch: 257  >>> 
2023-09-22 16:52:46,033:	[Coach] >>> TEST  @Epoch: 257  >>> 
2023-09-22 16:52:47,237:	[Wall TIME] >>> ChiefCoach.train takes 1.204011 seconds ...
2023-09-22 16:52:47,297:	[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.06305
2023-09-22 16:52:47,298:	[Coach] >>> VALID @Epoch: 258  >>> 
2023-09-22 16:52:47,298:	[Coach] >>> TEST  @Epoch: 258  >>> 
2023-09-22 16:52:48,598:	[Wall TIME] >>> ChiefCoach.train takes 1.299620 seconds ...
2023-09-22 16:52:48,650:	[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.06247
2023-09-22 16:52:48,650:	[Coach] >>> VALID @Epoch: 259  >>> 
2023-09-22 16:52:48,650:	[Coach] >>> TEST  @Epoch: 259  >>> 
2023-09-22 16:52:49,701:	[Wall TIME] >>> ChiefCoach.train takes 1.051151 seconds ...
2023-09-22 16:52:50,640:	[Wall TIME] >>> ChiefCoach.valid takes 0.870733 seconds ...
2023-09-22 16:52:50,640:	[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.06237
2023-09-22 16:52:50,641:	[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0107 || HITRATE@5 Avg: 0.0342 || HITRATE@10 Avg: 0.0516 || NDCG@5 Avg: 0.0225 || NDCG@10 Avg: 0.0281
2023-09-22 16:52:50,641:	[Coach] >>> TEST  @Epoch: 260  >>> 
2023-09-22 16:52:52,033:	[Wall TIME] >>> ChiefCoach.train takes 1.392074 seconds ...
2023-09-22 16:52:52,137:	[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.06227
2023-09-22 16:52:52,137:	[Coach] >>> VALID @Epoch: 261  >>> 
2023-09-22 16:52:52,137:	[Coach] >>> TEST  @Epoch: 261  >>> 
2023-09-22 16:52:53,290:	[Wall TIME] >>> ChiefCoach.train takes 1.152712 seconds ...
2023-09-22 16:52:53,414:	[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.06268
2023-09-22 16:52:53,414:	[Coach] >>> VALID @Epoch: 262  >>> 
2023-09-22 16:52:53,414:	[Coach] >>> TEST  @Epoch: 262  >>> 
2023-09-22 16:52:54,703:	[Wall TIME] >>> ChiefCoach.train takes 1.288853 seconds ...
2023-09-22 16:52:54,813:	[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.06263
2023-09-22 16:52:54,813:	[Coach] >>> VALID @Epoch: 263  >>> 
2023-09-22 16:52:54,813:	[Coach] >>> TEST  @Epoch: 263  >>> 
2023-09-22 16:52:56,095:	[Wall TIME] >>> ChiefCoach.train takes 1.281265 seconds ...
2023-09-22 16:52:56,177:	[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.06236
2023-09-22 16:52:56,177:	[Coach] >>> VALID @Epoch: 264  >>> 
2023-09-22 16:52:56,177:	[Coach] >>> TEST  @Epoch: 264  >>> 
2023-09-22 16:52:57,424:	[Wall TIME] >>> ChiefCoach.train takes 1.246291 seconds ...
2023-09-22 16:52:58,399:	[Wall TIME] >>> ChiefCoach.valid takes 0.868694 seconds ...
2023-09-22 16:52:58,400:	[Coach] >>> Better ***NDCG@10*** of ***0.0283*** 
2023-09-22 16:52:58,422:	[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.06198
2023-09-22 16:52:58,422:	[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0108 || HITRATE@5 Avg: 0.0343 || HITRATE@10 Avg: 0.0519 || NDCG@5 Avg: 0.0226 || NDCG@10 Avg: 0.0283
2023-09-22 16:52:58,422:	[Coach] >>> TEST  @Epoch: 265  >>> 
2023-09-22 16:52:59,750:	[Wall TIME] >>> ChiefCoach.train takes 1.327697 seconds ...
2023-09-22 16:52:59,819:	[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.06220
2023-09-22 16:52:59,819:	[Coach] >>> VALID @Epoch: 266  >>> 
2023-09-22 16:52:59,819:	[Coach] >>> TEST  @Epoch: 266  >>> 
2023-09-22 16:53:01,381:	[Wall TIME] >>> ChiefCoach.train takes 1.562218 seconds ...
2023-09-22 16:53:01,434:	[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.06222
2023-09-22 16:53:01,434:	[Coach] >>> VALID @Epoch: 267  >>> 
2023-09-22 16:53:01,434:	[Coach] >>> TEST  @Epoch: 267  >>> 
2023-09-22 16:53:03,019:	[Wall TIME] >>> ChiefCoach.train takes 1.584817 seconds ...
2023-09-22 16:53:03,091:	[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.06236
2023-09-22 16:53:03,092:	[Coach] >>> VALID @Epoch: 268  >>> 
2023-09-22 16:53:03,092:	[Coach] >>> TEST  @Epoch: 268  >>> 
2023-09-22 16:53:04,746:	[Wall TIME] >>> ChiefCoach.train takes 1.653933 seconds ...
2023-09-22 16:53:04,887:	[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.06156
2023-09-22 16:53:04,887:	[Coach] >>> VALID @Epoch: 269  >>> 
2023-09-22 16:53:04,888:	[Coach] >>> TEST  @Epoch: 269  >>> 
2023-09-22 16:53:06,197:	[Wall TIME] >>> ChiefCoach.train takes 1.309253 seconds ...
2023-09-22 16:53:07,184:	[Wall TIME] >>> ChiefCoach.valid takes 0.870030 seconds ...
2023-09-22 16:53:07,184:	[Coach] >>> Better ***NDCG@10*** of ***0.0284*** 
2023-09-22 16:53:07,204:	[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.06231
2023-09-22 16:53:07,204:	[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0108 || HITRATE@5 Avg: 0.0340 || HITRATE@10 Avg: 0.0520 || NDCG@5 Avg: 0.0225 || NDCG@10 Avg: 0.0284
2023-09-22 16:53:07,204:	[Coach] >>> TEST  @Epoch: 270  >>> 
2023-09-22 16:53:08,885:	[Wall TIME] >>> ChiefCoach.train takes 1.680629 seconds ...
2023-09-22 16:53:09,189:	[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.06210
2023-09-22 16:53:09,189:	[Coach] >>> VALID @Epoch: 271  >>> 
2023-09-22 16:53:09,189:	[Coach] >>> TEST  @Epoch: 271  >>> 
2023-09-22 16:53:10,583:	[Wall TIME] >>> ChiefCoach.train takes 1.393006 seconds ...
2023-09-22 16:53:10,874:	[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.06192
2023-09-22 16:53:10,874:	[Coach] >>> VALID @Epoch: 272  >>> 
2023-09-22 16:53:10,874:	[Coach] >>> TEST  @Epoch: 272  >>> 
2023-09-22 16:53:12,520:	[Wall TIME] >>> ChiefCoach.train takes 1.646150 seconds ...
2023-09-22 16:53:12,575:	[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.06202
2023-09-22 16:53:12,575:	[Coach] >>> VALID @Epoch: 273  >>> 
2023-09-22 16:53:12,575:	[Coach] >>> TEST  @Epoch: 273  >>> 
2023-09-22 16:53:14,069:	[Wall TIME] >>> ChiefCoach.train takes 1.493062 seconds ...
2023-09-22 16:53:14,126:	[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.06191
2023-09-22 16:53:14,126:	[Coach] >>> VALID @Epoch: 274  >>> 
2023-09-22 16:53:14,126:	[Coach] >>> TEST  @Epoch: 274  >>> 
2023-09-22 16:53:15,682:	[Wall TIME] >>> ChiefCoach.train takes 1.555397 seconds ...
2023-09-22 16:53:16,632:	[Wall TIME] >>> ChiefCoach.valid takes 0.879918 seconds ...
2023-09-22 16:53:16,633:	[Coach] >>> Better ***NDCG@10*** of ***0.0284*** 
2023-09-22 16:53:16,652:	[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.06161
2023-09-22 16:53:16,653:	[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0338 || HITRATE@10 Avg: 0.0523 || NDCG@5 Avg: 0.0225 || NDCG@10 Avg: 0.0284
2023-09-22 16:53:16,653:	[Coach] >>> TEST  @Epoch: 275  >>> 
2023-09-22 16:53:18,603:	[Wall TIME] >>> ChiefCoach.train takes 1.949727 seconds ...
2023-09-22 16:53:18,679:	[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.06168
2023-09-22 16:53:18,680:	[Coach] >>> VALID @Epoch: 276  >>> 
2023-09-22 16:53:18,680:	[Coach] >>> TEST  @Epoch: 276  >>> 
2023-09-22 16:53:20,356:	[Wall TIME] >>> ChiefCoach.train takes 1.676293 seconds ...
2023-09-22 16:53:20,417:	[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.06187
2023-09-22 16:53:20,417:	[Coach] >>> VALID @Epoch: 277  >>> 
2023-09-22 16:53:20,417:	[Coach] >>> TEST  @Epoch: 277  >>> 
2023-09-22 16:53:21,916:	[Wall TIME] >>> ChiefCoach.train takes 1.499274 seconds ...
2023-09-22 16:53:21,974:	[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.06136
2023-09-22 16:53:21,975:	[Coach] >>> VALID @Epoch: 278  >>> 
2023-09-22 16:53:21,975:	[Coach] >>> TEST  @Epoch: 278  >>> 
2023-09-22 16:53:23,320:	[Wall TIME] >>> ChiefCoach.train takes 1.345627 seconds ...
2023-09-22 16:53:23,382:	[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.06138
2023-09-22 16:53:23,382:	[Coach] >>> VALID @Epoch: 279  >>> 
2023-09-22 16:53:23,382:	[Coach] >>> TEST  @Epoch: 279  >>> 
2023-09-22 16:53:24,925:	[Wall TIME] >>> ChiefCoach.train takes 1.543142 seconds ...
2023-09-22 16:53:25,901:	[Wall TIME] >>> ChiefCoach.valid takes 0.913482 seconds ...
2023-09-22 16:53:25,902:	[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.06176
2023-09-22 16:53:25,902:	[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0336 || HITRATE@10 Avg: 0.0513 || NDCG@5 Avg: 0.0223 || NDCG@10 Avg: 0.0280
2023-09-22 16:53:25,902:	[Coach] >>> TEST  @Epoch: 280  >>> 
2023-09-22 16:53:27,321:	[Wall TIME] >>> ChiefCoach.train takes 1.419277 seconds ...
2023-09-22 16:53:27,437:	[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.06149
2023-09-22 16:53:27,437:	[Coach] >>> VALID @Epoch: 281  >>> 
2023-09-22 16:53:27,437:	[Coach] >>> TEST  @Epoch: 281  >>> 
2023-09-22 16:53:28,822:	[Wall TIME] >>> ChiefCoach.train takes 1.384433 seconds ...
2023-09-22 16:53:28,882:	[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.06133
2023-09-22 16:53:28,883:	[Coach] >>> VALID @Epoch: 282  >>> 
2023-09-22 16:53:28,883:	[Coach] >>> TEST  @Epoch: 282  >>> 
2023-09-22 16:53:30,489:	[Wall TIME] >>> ChiefCoach.train takes 1.605822 seconds ...
2023-09-22 16:53:30,552:	[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.06089
2023-09-22 16:53:30,552:	[Coach] >>> VALID @Epoch: 283  >>> 
2023-09-22 16:53:30,552:	[Coach] >>> TEST  @Epoch: 283  >>> 
2023-09-22 16:53:31,912:	[Wall TIME] >>> ChiefCoach.train takes 1.359819 seconds ...
2023-09-22 16:53:31,988:	[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.06133
2023-09-22 16:53:31,988:	[Coach] >>> VALID @Epoch: 284  >>> 
2023-09-22 16:53:31,988:	[Coach] >>> TEST  @Epoch: 284  >>> 
2023-09-22 16:53:33,562:	[Wall TIME] >>> ChiefCoach.train takes 1.573419 seconds ...
2023-09-22 16:53:34,575:	[Wall TIME] >>> ChiefCoach.valid takes 0.948145 seconds ...
2023-09-22 16:53:34,575:	[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.06151
2023-09-22 16:53:34,575:	[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0345 || HITRATE@10 Avg: 0.0514 || NDCG@5 Avg: 0.0229 || NDCG@10 Avg: 0.0283
2023-09-22 16:53:34,575:	[Coach] >>> TEST  @Epoch: 285  >>> 
2023-09-22 16:53:36,144:	[Wall TIME] >>> ChiefCoach.train takes 1.568460 seconds ...
2023-09-22 16:53:36,203:	[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.06080
2023-09-22 16:53:36,203:	[Coach] >>> VALID @Epoch: 286  >>> 
2023-09-22 16:53:36,204:	[Coach] >>> TEST  @Epoch: 286  >>> 
2023-09-22 16:53:37,444:	[Wall TIME] >>> ChiefCoach.train takes 1.240603 seconds ...
2023-09-22 16:53:37,664:	[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.06129
2023-09-22 16:53:37,665:	[Coach] >>> VALID @Epoch: 287  >>> 
2023-09-22 16:53:37,665:	[Coach] >>> TEST  @Epoch: 287  >>> 
2023-09-22 16:53:39,016:	[Wall TIME] >>> ChiefCoach.train takes 1.351212 seconds ...
2023-09-22 16:53:39,392:	[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.06089
2023-09-22 16:53:39,392:	[Coach] >>> VALID @Epoch: 288  >>> 
2023-09-22 16:53:39,393:	[Coach] >>> TEST  @Epoch: 288  >>> 
2023-09-22 16:53:41,024:	[Wall TIME] >>> ChiefCoach.train takes 1.630719 seconds ...
2023-09-22 16:53:41,095:	[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.06084
2023-09-22 16:53:41,095:	[Coach] >>> VALID @Epoch: 289  >>> 
2023-09-22 16:53:41,095:	[Coach] >>> TEST  @Epoch: 289  >>> 
2023-09-22 16:53:42,369:	[Wall TIME] >>> ChiefCoach.train takes 1.272919 seconds ...
2023-09-22 16:53:43,192:	[Wall TIME] >>> ChiefCoach.valid takes 0.754958 seconds ...
2023-09-22 16:53:43,192:	[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.06116
2023-09-22 16:53:43,192:	[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0349 || HITRATE@10 Avg: 0.0509 || NDCG@5 Avg: 0.0230 || NDCG@10 Avg: 0.0282
2023-09-22 16:53:43,193:	[Coach] >>> TEST  @Epoch: 290  >>> 
2023-09-22 16:53:44,820:	[Wall TIME] >>> ChiefCoach.train takes 1.626888 seconds ...
2023-09-22 16:53:44,873:	[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.06161
2023-09-22 16:53:44,873:	[Coach] >>> VALID @Epoch: 291  >>> 
2023-09-22 16:53:44,873:	[Coach] >>> TEST  @Epoch: 291  >>> 
2023-09-22 16:53:46,447:	[Wall TIME] >>> ChiefCoach.train takes 1.574027 seconds ...
2023-09-22 16:53:46,506:	[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.06086
2023-09-22 16:53:46,506:	[Coach] >>> VALID @Epoch: 292  >>> 
2023-09-22 16:53:46,506:	[Coach] >>> TEST  @Epoch: 292  >>> 
2023-09-22 16:53:48,089:	[Wall TIME] >>> ChiefCoach.train takes 1.582552 seconds ...
2023-09-22 16:53:48,144:	[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.06147
2023-09-22 16:53:48,144:	[Coach] >>> VALID @Epoch: 293  >>> 
2023-09-22 16:53:48,145:	[Coach] >>> TEST  @Epoch: 293  >>> 
2023-09-22 16:53:49,423:	[Wall TIME] >>> ChiefCoach.train takes 1.277847 seconds ...
2023-09-22 16:53:49,475:	[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.06030
2023-09-22 16:53:49,475:	[Coach] >>> VALID @Epoch: 294  >>> 
2023-09-22 16:53:49,475:	[Coach] >>> TEST  @Epoch: 294  >>> 
2023-09-22 16:53:50,822:	[Wall TIME] >>> ChiefCoach.train takes 1.346766 seconds ...
2023-09-22 16:53:52,085:	[Wall TIME] >>> ChiefCoach.valid takes 0.917021 seconds ...
2023-09-22 16:53:52,085:	[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.06071
2023-09-22 16:53:52,085:	[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0348 || HITRATE@10 Avg: 0.0510 || NDCG@5 Avg: 0.0227 || NDCG@10 Avg: 0.0279
2023-09-22 16:53:52,085:	[Coach] >>> TEST  @Epoch: 295  >>> 
2023-09-22 16:53:53,645:	[Wall TIME] >>> ChiefCoach.train takes 1.558935 seconds ...
2023-09-22 16:53:53,707:	[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.06092
2023-09-22 16:53:53,707:	[Coach] >>> VALID @Epoch: 296  >>> 
2023-09-22 16:53:53,707:	[Coach] >>> TEST  @Epoch: 296  >>> 
2023-09-22 16:53:55,040:	[Wall TIME] >>> ChiefCoach.train takes 1.332822 seconds ...
2023-09-22 16:53:55,152:	[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.06064
2023-09-22 16:53:55,152:	[Coach] >>> VALID @Epoch: 297  >>> 
2023-09-22 16:53:55,152:	[Coach] >>> TEST  @Epoch: 297  >>> 
2023-09-22 16:53:56,717:	[Wall TIME] >>> ChiefCoach.train takes 1.564914 seconds ...
2023-09-22 16:53:56,830:	[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.06065
2023-09-22 16:53:56,830:	[Coach] >>> VALID @Epoch: 298  >>> 
2023-09-22 16:53:56,830:	[Coach] >>> TEST  @Epoch: 298  >>> 
2023-09-22 16:53:58,432:	[Wall TIME] >>> ChiefCoach.train takes 1.601434 seconds ...
2023-09-22 16:53:58,499:	[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.06062
2023-09-22 16:53:58,500:	[Coach] >>> VALID @Epoch: 299  >>> 
2023-09-22 16:53:58,500:	[Coach] >>> TEST  @Epoch: 299  >>> 
2023-09-22 16:54:00,403:	[Wall TIME] >>> ChiefCoach.train takes 1.903450 seconds ...
2023-09-22 16:54:01,331:	[Wall TIME] >>> ChiefCoach.valid takes 0.873505 seconds ...
2023-09-22 16:54:01,332:	[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.06067
2023-09-22 16:54:01,332:	[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0344 || HITRATE@10 Avg: 0.0508 || NDCG@5 Avg: 0.0227 || NDCG@10 Avg: 0.0280
2023-09-22 16:54:01,333:	[Coach] >>> TEST  @Epoch: 300  >>> 
2023-09-22 16:54:02,855:	[Wall TIME] >>> ChiefCoach.train takes 1.522323 seconds ...
2023-09-22 16:54:03,028:	[Coach] >>> TRAIN @Epoch: 301  >>>  || LOSS Avg: 0.06067
2023-09-22 16:54:03,028:	[Coach] >>> VALID @Epoch: 301  >>> 
2023-09-22 16:54:03,028:	[Coach] >>> TEST  @Epoch: 301  >>> 
2023-09-22 16:54:04,604:	[Wall TIME] >>> ChiefCoach.train takes 1.575626 seconds ...
2023-09-22 16:54:04,678:	[Coach] >>> TRAIN @Epoch: 302  >>>  || LOSS Avg: 0.06066
2023-09-22 16:54:04,678:	[Coach] >>> VALID @Epoch: 302  >>> 
2023-09-22 16:54:04,678:	[Coach] >>> TEST  @Epoch: 302  >>> 
2023-09-22 16:54:06,221:	[Wall TIME] >>> ChiefCoach.train takes 1.543144 seconds ...
2023-09-22 16:54:06,331:	[Coach] >>> TRAIN @Epoch: 303  >>>  || LOSS Avg: 0.06029
2023-09-22 16:54:06,331:	[Coach] >>> VALID @Epoch: 303  >>> 
2023-09-22 16:54:06,331:	[Coach] >>> TEST  @Epoch: 303  >>> 
2023-09-22 16:54:07,772:	[Wall TIME] >>> ChiefCoach.train takes 1.441036 seconds ...
2023-09-22 16:54:07,829:	[Coach] >>> TRAIN @Epoch: 304  >>>  || LOSS Avg: 0.06075
2023-09-22 16:54:07,829:	[Coach] >>> VALID @Epoch: 304  >>> 
2023-09-22 16:54:07,829:	[Coach] >>> TEST  @Epoch: 304  >>> 
2023-09-22 16:54:09,236:	[Wall TIME] >>> ChiefCoach.train takes 1.406628 seconds ...
2023-09-22 16:54:10,171:	[Wall TIME] >>> ChiefCoach.valid takes 0.877073 seconds ...
2023-09-22 16:54:10,171:	[Coach] >>> TRAIN @Epoch: 305  >>>  || LOSS Avg: 0.06062
2023-09-22 16:54:10,171:	[Coach] >>> VALID @Epoch: 305  >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0338 || HITRATE@10 Avg: 0.0514 || NDCG@5 Avg: 0.0224 || NDCG@10 Avg: 0.0282
2023-09-22 16:54:10,171:	[Coach] >>> TEST  @Epoch: 305  >>> 
2023-09-22 16:54:11,538:	[Wall TIME] >>> ChiefCoach.train takes 1.366166 seconds ...
2023-09-22 16:54:11,908:	[Coach] >>> TRAIN @Epoch: 306  >>>  || LOSS Avg: 0.06041
2023-09-22 16:54:11,908:	[Coach] >>> VALID @Epoch: 306  >>> 
2023-09-22 16:54:11,908:	[Coach] >>> TEST  @Epoch: 306  >>> 
2023-09-22 16:54:13,260:	[Wall TIME] >>> ChiefCoach.train takes 1.351551 seconds ...
2023-09-22 16:54:13,400:	[Coach] >>> TRAIN @Epoch: 307  >>>  || LOSS Avg: 0.06035
2023-09-22 16:54:13,400:	[Coach] >>> VALID @Epoch: 307  >>> 
2023-09-22 16:54:13,400:	[Coach] >>> TEST  @Epoch: 307  >>> 
2023-09-22 16:54:14,872:	[Wall TIME] >>> ChiefCoach.train takes 1.472364 seconds ...
2023-09-22 16:54:15,059:	[Coach] >>> TRAIN @Epoch: 308  >>>  || LOSS Avg: 0.06031
2023-09-22 16:54:15,059:	[Coach] >>> VALID @Epoch: 308  >>> 
2023-09-22 16:54:15,060:	[Coach] >>> TEST  @Epoch: 308  >>> 
2023-09-22 16:54:16,752:	[Wall TIME] >>> ChiefCoach.train takes 1.692390 seconds ...
2023-09-22 16:54:16,810:	[Coach] >>> TRAIN @Epoch: 309  >>>  || LOSS Avg: 0.06050
2023-09-22 16:54:16,810:	[Coach] >>> VALID @Epoch: 309  >>> 
2023-09-22 16:54:16,810:	[Coach] >>> TEST  @Epoch: 309  >>> 
2023-09-22 16:54:18,305:	[Wall TIME] >>> ChiefCoach.train takes 1.494909 seconds ...
2023-09-22 16:54:19,266:	[Wall TIME] >>> ChiefCoach.valid takes 0.909627 seconds ...
2023-09-22 16:54:19,266:	[Coach] >>> TRAIN @Epoch: 310  >>>  || LOSS Avg: 0.06020
2023-09-22 16:54:19,267:	[Coach] >>> VALID @Epoch: 310  >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0344 || HITRATE@10 Avg: 0.0520 || NDCG@5 Avg: 0.0227 || NDCG@10 Avg: 0.0284
2023-09-22 16:54:19,267:	[Coach] >>> TEST  @Epoch: 310  >>> 
2023-09-22 16:54:21,128:	[Wall TIME] >>> ChiefCoach.train takes 1.861014 seconds ...
2023-09-22 16:54:21,193:	[Coach] >>> TRAIN @Epoch: 311  >>>  || LOSS Avg: 0.06053
2023-09-22 16:54:21,193:	[Coach] >>> VALID @Epoch: 311  >>> 
2023-09-22 16:54:21,193:	[Coach] >>> TEST  @Epoch: 311  >>> 
2023-09-22 16:54:22,798:	[Wall TIME] >>> ChiefCoach.train takes 1.605248 seconds ...
2023-09-22 16:54:22,849:	[Coach] >>> TRAIN @Epoch: 312  >>>  || LOSS Avg: 0.06048
2023-09-22 16:54:22,849:	[Coach] >>> VALID @Epoch: 312  >>> 
2023-09-22 16:54:22,849:	[Coach] >>> TEST  @Epoch: 312  >>> 
2023-09-22 16:54:24,275:	[Wall TIME] >>> ChiefCoach.train takes 1.425920 seconds ...
2023-09-22 16:54:24,338:	[Coach] >>> TRAIN @Epoch: 313  >>>  || LOSS Avg: 0.05972
2023-09-22 16:54:24,338:	[Coach] >>> VALID @Epoch: 313  >>> 
2023-09-22 16:54:24,338:	[Coach] >>> TEST  @Epoch: 313  >>> 
2023-09-22 16:54:25,671:	[Wall TIME] >>> ChiefCoach.train takes 1.332236 seconds ...
2023-09-22 16:54:25,730:	[Coach] >>> TRAIN @Epoch: 314  >>>  || LOSS Avg: 0.06027
2023-09-22 16:54:25,731:	[Coach] >>> VALID @Epoch: 314  >>> 
2023-09-22 16:54:25,731:	[Coach] >>> TEST  @Epoch: 314  >>> 
2023-09-22 16:54:27,292:	[Wall TIME] >>> ChiefCoach.train takes 1.560652 seconds ...
2023-09-22 16:54:28,152:	[Wall TIME] >>> ChiefCoach.valid takes 0.798225 seconds ...
2023-09-22 16:54:28,153:	[Coach] >>> TRAIN @Epoch: 315  >>>  || LOSS Avg: 0.05999
2023-09-22 16:54:28,153:	[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0110 || HITRATE@5 Avg: 0.0348 || HITRATE@10 Avg: 0.0518 || NDCG@5 Avg: 0.0228 || NDCG@10 Avg: 0.0283
2023-09-22 16:54:28,154:	[Coach] >>> TEST  @Epoch: 315  >>> 
2023-09-22 16:54:30,027:	[Wall TIME] >>> ChiefCoach.train takes 1.871757 seconds ...
2023-09-22 16:54:30,347:	[Coach] >>> TRAIN @Epoch: 316  >>>  || LOSS Avg: 0.05992
2023-09-22 16:54:30,347:	[Coach] >>> VALID @Epoch: 316  >>> 
2023-09-22 16:54:30,347:	[Coach] >>> TEST  @Epoch: 316  >>> 
2023-09-22 16:54:31,938:	[Wall TIME] >>> ChiefCoach.train takes 1.590871 seconds ...
2023-09-22 16:54:32,001:	[Coach] >>> TRAIN @Epoch: 317  >>>  || LOSS Avg: 0.06009
2023-09-22 16:54:32,001:	[Coach] >>> VALID @Epoch: 317  >>> 
2023-09-22 16:54:32,001:	[Coach] >>> TEST  @Epoch: 317  >>> 
2023-09-22 16:54:33,348:	[Wall TIME] >>> ChiefCoach.train takes 1.346721 seconds ...
2023-09-22 16:54:33,408:	[Coach] >>> TRAIN @Epoch: 318  >>>  || LOSS Avg: 0.05981
2023-09-22 16:54:33,408:	[Coach] >>> VALID @Epoch: 318  >>> 
2023-09-22 16:54:33,408:	[Coach] >>> TEST  @Epoch: 318  >>> 
2023-09-22 16:54:34,851:	[Wall TIME] >>> ChiefCoach.train takes 1.442735 seconds ...
2023-09-22 16:54:34,922:	[Coach] >>> TRAIN @Epoch: 319  >>>  || LOSS Avg: 0.05982
2023-09-22 16:54:34,922:	[Coach] >>> VALID @Epoch: 319  >>> 
2023-09-22 16:54:34,922:	[Coach] >>> TEST  @Epoch: 319  >>> 
2023-09-22 16:54:36,432:	[Wall TIME] >>> ChiefCoach.train takes 1.509095 seconds ...
2023-09-22 16:54:37,364:	[Wall TIME] >>> ChiefCoach.valid takes 0.877590 seconds ...
2023-09-22 16:54:37,365:	[Coach] >>> Better ***NDCG@10*** of ***0.0285*** 
2023-09-22 16:54:37,385:	[Coach] >>> TRAIN @Epoch: 320  >>>  || LOSS Avg: 0.06002
2023-09-22 16:54:37,385:	[Coach] >>> VALID @Epoch: 320  >>>  || HITRATE@1 Avg: 0.0110 || HITRATE@5 Avg: 0.0350 || HITRATE@10 Avg: 0.0518 || NDCG@5 Avg: 0.0231 || NDCG@10 Avg: 0.0285
2023-09-22 16:54:37,385:	[Coach] >>> TEST  @Epoch: 320  >>> 
2023-09-22 16:54:39,101:	[Wall TIME] >>> ChiefCoach.train takes 1.716449 seconds ...
2023-09-22 16:54:39,156:	[Coach] >>> TRAIN @Epoch: 321  >>>  || LOSS Avg: 0.05991
2023-09-22 16:54:39,156:	[Coach] >>> VALID @Epoch: 321  >>> 
2023-09-22 16:54:39,156:	[Coach] >>> TEST  @Epoch: 321  >>> 
2023-09-22 16:54:40,532:	[Wall TIME] >>> ChiefCoach.train takes 1.376116 seconds ...
2023-09-22 16:54:40,608:	[Coach] >>> TRAIN @Epoch: 322  >>>  || LOSS Avg: 0.05930
2023-09-22 16:54:40,608:	[Coach] >>> VALID @Epoch: 322  >>> 
2023-09-22 16:54:40,608:	[Coach] >>> TEST  @Epoch: 322  >>> 
2023-09-22 16:54:41,995:	[Wall TIME] >>> ChiefCoach.train takes 1.386740 seconds ...
2023-09-22 16:54:42,059:	[Coach] >>> TRAIN @Epoch: 323  >>>  || LOSS Avg: 0.06008
2023-09-22 16:54:42,059:	[Coach] >>> VALID @Epoch: 323  >>> 
2023-09-22 16:54:42,059:	[Coach] >>> TEST  @Epoch: 323  >>> 
2023-09-22 16:54:43,394:	[Wall TIME] >>> ChiefCoach.train takes 1.334624 seconds ...
2023-09-22 16:54:43,453:	[Coach] >>> TRAIN @Epoch: 324  >>>  || LOSS Avg: 0.05990
2023-09-22 16:54:43,453:	[Coach] >>> VALID @Epoch: 324  >>> 
2023-09-22 16:54:43,453:	[Coach] >>> TEST  @Epoch: 324  >>> 
2023-09-22 16:54:44,881:	[Wall TIME] >>> ChiefCoach.train takes 1.427555 seconds ...
2023-09-22 16:54:45,800:	[Wall TIME] >>> ChiefCoach.valid takes 0.853784 seconds ...
2023-09-22 16:54:45,801:	[Coach] >>> Better ***NDCG@10*** of ***0.0286*** 
2023-09-22 16:54:45,817:	[Coach] >>> TRAIN @Epoch: 325  >>>  || LOSS Avg: 0.05975
2023-09-22 16:54:45,818:	[Coach] >>> VALID @Epoch: 325  >>>  || HITRATE@1 Avg: 0.0108 || HITRATE@5 Avg: 0.0352 || HITRATE@10 Avg: 0.0522 || NDCG@5 Avg: 0.0231 || NDCG@10 Avg: 0.0286
2023-09-22 16:54:45,818:	[Coach] >>> TEST  @Epoch: 325  >>> 
2023-09-22 16:54:47,245:	[Wall TIME] >>> ChiefCoach.train takes 1.426808 seconds ...
2023-09-22 16:54:47,307:	[Coach] >>> TRAIN @Epoch: 326  >>>  || LOSS Avg: 0.05975
2023-09-22 16:54:47,308:	[Coach] >>> VALID @Epoch: 326  >>> 
2023-09-22 16:54:47,308:	[Coach] >>> TEST  @Epoch: 326  >>> 
2023-09-22 16:54:48,985:	[Wall TIME] >>> ChiefCoach.train takes 1.676668 seconds ...
2023-09-22 16:54:49,041:	[Coach] >>> TRAIN @Epoch: 327  >>>  || LOSS Avg: 0.06015
2023-09-22 16:54:49,041:	[Coach] >>> VALID @Epoch: 327  >>> 
2023-09-22 16:54:49,041:	[Coach] >>> TEST  @Epoch: 327  >>> 
2023-09-22 16:54:50,562:	[Wall TIME] >>> ChiefCoach.train takes 1.520475 seconds ...
2023-09-22 16:54:50,617:	[Coach] >>> TRAIN @Epoch: 328  >>>  || LOSS Avg: 0.05972
2023-09-22 16:54:50,617:	[Coach] >>> VALID @Epoch: 328  >>> 
2023-09-22 16:54:50,617:	[Coach] >>> TEST  @Epoch: 328  >>> 
2023-09-22 16:54:52,239:	[Wall TIME] >>> ChiefCoach.train takes 1.621811 seconds ...
2023-09-22 16:54:52,300:	[Coach] >>> TRAIN @Epoch: 329  >>>  || LOSS Avg: 0.05968
2023-09-22 16:54:52,300:	[Coach] >>> VALID @Epoch: 329  >>> 
2023-09-22 16:54:52,300:	[Coach] >>> TEST  @Epoch: 329  >>> 
2023-09-22 16:54:53,728:	[Wall TIME] >>> ChiefCoach.train takes 1.427794 seconds ...
2023-09-22 16:54:54,648:	[Wall TIME] >>> ChiefCoach.valid takes 0.848730 seconds ...
2023-09-22 16:54:54,649:	[Coach] >>> TRAIN @Epoch: 330  >>>  || LOSS Avg: 0.05937
2023-09-22 16:54:54,649:	[Coach] >>> VALID @Epoch: 330  >>>  || HITRATE@1 Avg: 0.0110 || HITRATE@5 Avg: 0.0349 || HITRATE@10 Avg: 0.0519 || NDCG@5 Avg: 0.0231 || NDCG@10 Avg: 0.0285
2023-09-22 16:54:54,649:	[Coach] >>> TEST  @Epoch: 330  >>> 
2023-09-22 16:54:56,364:	[Wall TIME] >>> ChiefCoach.train takes 1.715366 seconds ...
2023-09-22 16:54:56,418:	[Coach] >>> TRAIN @Epoch: 331  >>>  || LOSS Avg: 0.05935
2023-09-22 16:54:56,419:	[Coach] >>> VALID @Epoch: 331  >>> 
2023-09-22 16:54:56,419:	[Coach] >>> TEST  @Epoch: 331  >>> 
2023-09-22 16:54:57,970:	[Wall TIME] >>> ChiefCoach.train takes 1.550574 seconds ...
2023-09-22 16:54:58,034:	[Coach] >>> TRAIN @Epoch: 332  >>>  || LOSS Avg: 0.05943
2023-09-22 16:54:58,034:	[Coach] >>> VALID @Epoch: 332  >>> 
2023-09-22 16:54:58,034:	[Coach] >>> TEST  @Epoch: 332  >>> 
2023-09-22 16:54:59,643:	[Wall TIME] >>> ChiefCoach.train takes 1.608453 seconds ...
2023-09-22 16:55:00,021:	[Coach] >>> TRAIN @Epoch: 333  >>>  || LOSS Avg: 0.05929
2023-09-22 16:55:00,022:	[Coach] >>> VALID @Epoch: 333  >>> 
2023-09-22 16:55:00,022:	[Coach] >>> TEST  @Epoch: 333  >>> 
2023-09-22 16:55:01,848:	[Wall TIME] >>> ChiefCoach.train takes 1.826321 seconds ...
2023-09-22 16:55:01,914:	[Coach] >>> TRAIN @Epoch: 334  >>>  || LOSS Avg: 0.05934
2023-09-22 16:55:01,914:	[Coach] >>> VALID @Epoch: 334  >>> 
2023-09-22 16:55:01,914:	[Coach] >>> TEST  @Epoch: 334  >>> 
2023-09-22 16:55:03,481:	[Wall TIME] >>> ChiefCoach.train takes 1.565849 seconds ...
2023-09-22 16:55:04,490:	[Wall TIME] >>> ChiefCoach.valid takes 0.898682 seconds ...
2023-09-22 16:55:04,490:	[Coach] >>> TRAIN @Epoch: 335  >>>  || LOSS Avg: 0.05912
2023-09-22 16:55:04,491:	[Coach] >>> VALID @Epoch: 335  >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0520 || NDCG@5 Avg: 0.0232 || NDCG@10 Avg: 0.0285
2023-09-22 16:55:04,491:	[Coach] >>> TEST  @Epoch: 335  >>> 
2023-09-22 16:55:05,904:	[Wall TIME] >>> ChiefCoach.train takes 1.413390 seconds ...
2023-09-22 16:55:05,975:	[Coach] >>> TRAIN @Epoch: 336  >>>  || LOSS Avg: 0.05950
2023-09-22 16:55:05,975:	[Coach] >>> VALID @Epoch: 336  >>> 
2023-09-22 16:55:05,975:	[Coach] >>> TEST  @Epoch: 336  >>> 
2023-09-22 16:55:07,453:	[Wall TIME] >>> ChiefCoach.train takes 1.477437 seconds ...
2023-09-22 16:55:07,525:	[Coach] >>> TRAIN @Epoch: 337  >>>  || LOSS Avg: 0.05873
2023-09-22 16:55:07,526:	[Coach] >>> VALID @Epoch: 337  >>> 
2023-09-22 16:55:07,526:	[Coach] >>> TEST  @Epoch: 337  >>> 
2023-09-22 16:55:08,912:	[Wall TIME] >>> ChiefCoach.train takes 1.385990 seconds ...
2023-09-22 16:55:09,056:	[Coach] >>> TRAIN @Epoch: 338  >>>  || LOSS Avg: 0.05931
2023-09-22 16:55:09,057:	[Coach] >>> VALID @Epoch: 338  >>> 
2023-09-22 16:55:09,057:	[Coach] >>> TEST  @Epoch: 338  >>> 
2023-09-22 16:55:10,674:	[Wall TIME] >>> ChiefCoach.train takes 1.617615 seconds ...
2023-09-22 16:55:10,790:	[Coach] >>> TRAIN @Epoch: 339  >>>  || LOSS Avg: 0.05894
2023-09-22 16:55:10,790:	[Coach] >>> VALID @Epoch: 339  >>> 
2023-09-22 16:55:10,790:	[Coach] >>> TEST  @Epoch: 339  >>> 
2023-09-22 16:55:12,181:	[Wall TIME] >>> ChiefCoach.train takes 1.391446 seconds ...
2023-09-22 16:55:13,134:	[Wall TIME] >>> ChiefCoach.valid takes 0.886062 seconds ...
2023-09-22 16:55:13,134:	[Coach] >>> TRAIN @Epoch: 340  >>>  || LOSS Avg: 0.05912
2023-09-22 16:55:13,135:	[Coach] >>> VALID @Epoch: 340  >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0517 || NDCG@5 Avg: 0.0233 || NDCG@10 Avg: 0.0285
2023-09-22 16:55:13,135:	[Coach] >>> TEST  @Epoch: 340  >>> 
2023-09-22 16:55:14,722:	[Wall TIME] >>> ChiefCoach.train takes 1.587273 seconds ...
2023-09-22 16:55:14,785:	[Coach] >>> TRAIN @Epoch: 341  >>>  || LOSS Avg: 0.05903
2023-09-22 16:55:14,785:	[Coach] >>> VALID @Epoch: 341  >>> 
2023-09-22 16:55:14,785:	[Coach] >>> TEST  @Epoch: 341  >>> 
2023-09-22 16:55:16,290:	[Wall TIME] >>> ChiefCoach.train takes 1.504695 seconds ...
2023-09-22 16:55:16,405:	[Coach] >>> TRAIN @Epoch: 342  >>>  || LOSS Avg: 0.05951
2023-09-22 16:55:16,406:	[Coach] >>> VALID @Epoch: 342  >>> 
2023-09-22 16:55:16,406:	[Coach] >>> TEST  @Epoch: 342  >>> 
2023-09-22 16:55:18,061:	[Wall TIME] >>> ChiefCoach.train takes 1.655119 seconds ...
2023-09-22 16:55:18,338:	[Coach] >>> TRAIN @Epoch: 343  >>>  || LOSS Avg: 0.05880
2023-09-22 16:55:18,338:	[Coach] >>> VALID @Epoch: 343  >>> 
2023-09-22 16:55:18,339:	[Coach] >>> TEST  @Epoch: 343  >>> 
2023-09-22 16:55:19,766:	[Wall TIME] >>> ChiefCoach.train takes 1.427604 seconds ...
2023-09-22 16:55:19,924:	[Coach] >>> TRAIN @Epoch: 344  >>>  || LOSS Avg: 0.05927
2023-09-22 16:55:19,924:	[Coach] >>> VALID @Epoch: 344  >>> 
2023-09-22 16:55:19,924:	[Coach] >>> TEST  @Epoch: 344  >>> 
2023-09-22 16:55:21,320:	[Wall TIME] >>> ChiefCoach.train takes 1.395602 seconds ...
2023-09-22 16:55:22,565:	[Wall TIME] >>> ChiefCoach.valid takes 1.068657 seconds ...
2023-09-22 16:55:22,565:	[Coach] >>> Better ***NDCG@10*** of ***0.0288*** 
2023-09-22 16:55:22,585:	[Coach] >>> TRAIN @Epoch: 345  >>>  || LOSS Avg: 0.05911
2023-09-22 16:55:22,586:	[Coach] >>> VALID @Epoch: 345  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0352 || HITRATE@10 Avg: 0.0524 || NDCG@5 Avg: 0.0233 || NDCG@10 Avg: 0.0288
2023-09-22 16:55:22,586:	[Coach] >>> TEST  @Epoch: 345  >>> 
2023-09-22 16:55:23,842:	[Wall TIME] >>> ChiefCoach.train takes 1.256039 seconds ...
2023-09-22 16:55:23,904:	[Coach] >>> TRAIN @Epoch: 346  >>>  || LOSS Avg: 0.05872
2023-09-22 16:55:23,904:	[Coach] >>> VALID @Epoch: 346  >>> 
2023-09-22 16:55:23,904:	[Coach] >>> TEST  @Epoch: 346  >>> 
2023-09-22 16:55:25,197:	[Wall TIME] >>> ChiefCoach.train takes 1.292638 seconds ...
2023-09-22 16:55:25,263:	[Coach] >>> TRAIN @Epoch: 347  >>>  || LOSS Avg: 0.05886
2023-09-22 16:55:25,264:	[Coach] >>> VALID @Epoch: 347  >>> 
2023-09-22 16:55:25,264:	[Coach] >>> TEST  @Epoch: 347  >>> 
2023-09-22 16:55:26,554:	[Wall TIME] >>> ChiefCoach.train takes 1.290036 seconds ...
2023-09-22 16:55:26,608:	[Coach] >>> TRAIN @Epoch: 348  >>>  || LOSS Avg: 0.05891
2023-09-22 16:55:26,608:	[Coach] >>> VALID @Epoch: 348  >>> 
2023-09-22 16:55:26,608:	[Coach] >>> TEST  @Epoch: 348  >>> 
2023-09-22 16:55:27,914:	[Wall TIME] >>> ChiefCoach.train takes 1.305755 seconds ...
2023-09-22 16:55:27,969:	[Coach] >>> TRAIN @Epoch: 349  >>>  || LOSS Avg: 0.05964
2023-09-22 16:55:27,969:	[Coach] >>> VALID @Epoch: 349  >>> 
2023-09-22 16:55:27,969:	[Coach] >>> TEST  @Epoch: 349  >>> 
2023-09-22 16:55:29,214:	[Wall TIME] >>> ChiefCoach.train takes 1.245089 seconds ...
2023-09-22 16:55:30,148:	[Wall TIME] >>> ChiefCoach.valid takes 0.783169 seconds ...
2023-09-22 16:55:30,149:	[Coach] >>> TRAIN @Epoch: 350  >>>  || LOSS Avg: 0.05848
2023-09-22 16:55:30,149:	[Coach] >>> VALID @Epoch: 350  >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0346 || HITRATE@10 Avg: 0.0514 || NDCG@5 Avg: 0.0228 || NDCG@10 Avg: 0.0282
2023-09-22 16:55:30,149:	[Coach] >>> TEST  @Epoch: 350  >>> 
2023-09-22 16:55:31,393:	[Wall TIME] >>> ChiefCoach.train takes 1.243721 seconds ...
2023-09-22 16:55:31,679:	[Coach] >>> TRAIN @Epoch: 351  >>>  || LOSS Avg: 0.05889
2023-09-22 16:55:31,680:	[Coach] >>> VALID @Epoch: 351  >>> 
2023-09-22 16:55:31,680:	[Coach] >>> TEST  @Epoch: 351  >>> 
2023-09-22 16:55:33,040:	[Wall TIME] >>> ChiefCoach.train takes 1.360062 seconds ...
2023-09-22 16:55:33,157:	[Coach] >>> TRAIN @Epoch: 352  >>>  || LOSS Avg: 0.05831
2023-09-22 16:55:33,157:	[Coach] >>> VALID @Epoch: 352  >>> 
2023-09-22 16:55:33,157:	[Coach] >>> TEST  @Epoch: 352  >>> 
2023-09-22 16:55:34,381:	[Wall TIME] >>> ChiefCoach.train takes 1.223436 seconds ...
2023-09-22 16:55:34,630:	[Coach] >>> TRAIN @Epoch: 353  >>>  || LOSS Avg: 0.05886
2023-09-22 16:55:34,630:	[Coach] >>> VALID @Epoch: 353  >>> 
2023-09-22 16:55:34,630:	[Coach] >>> TEST  @Epoch: 353  >>> 
2023-09-22 16:55:35,840:	[Wall TIME] >>> ChiefCoach.train takes 1.209333 seconds ...
2023-09-22 16:55:36,073:	[Coach] >>> TRAIN @Epoch: 354  >>>  || LOSS Avg: 0.05868
2023-09-22 16:55:36,073:	[Coach] >>> VALID @Epoch: 354  >>> 
2023-09-22 16:55:36,073:	[Coach] >>> TEST  @Epoch: 354  >>> 
2023-09-22 16:55:37,373:	[Wall TIME] >>> ChiefCoach.train takes 1.299019 seconds ...
2023-09-22 16:55:38,257:	[Wall TIME] >>> ChiefCoach.valid takes 0.824189 seconds ...
2023-09-22 16:55:38,257:	[Coach] >>> TRAIN @Epoch: 355  >>>  || LOSS Avg: 0.05910
2023-09-22 16:55:38,257:	[Coach] >>> VALID @Epoch: 355  >>>  || HITRATE@1 Avg: 0.0110 || HITRATE@5 Avg: 0.0345 || HITRATE@10 Avg: 0.0514 || NDCG@5 Avg: 0.0228 || NDCG@10 Avg: 0.0283
2023-09-22 16:55:38,257:	[Coach] >>> TEST  @Epoch: 355  >>> 
2023-09-22 16:55:39,572:	[Wall TIME] >>> ChiefCoach.train takes 1.315004 seconds ...
2023-09-22 16:55:39,638:	[Coach] >>> TRAIN @Epoch: 356  >>>  || LOSS Avg: 0.05867
2023-09-22 16:55:39,638:	[Coach] >>> VALID @Epoch: 356  >>> 
2023-09-22 16:55:39,638:	[Coach] >>> TEST  @Epoch: 356  >>> 
2023-09-22 16:55:40,868:	[Wall TIME] >>> ChiefCoach.train takes 1.229795 seconds ...
2023-09-22 16:55:40,977:	[Coach] >>> TRAIN @Epoch: 357  >>>  || LOSS Avg: 0.05872
2023-09-22 16:55:40,977:	[Coach] >>> VALID @Epoch: 357  >>> 
2023-09-22 16:55:40,978:	[Coach] >>> TEST  @Epoch: 357  >>> 
2023-09-22 16:55:42,300:	[Wall TIME] >>> ChiefCoach.train takes 1.322488 seconds ...
2023-09-22 16:55:42,557:	[Coach] >>> TRAIN @Epoch: 358  >>>  || LOSS Avg: 0.05868
2023-09-22 16:55:42,557:	[Coach] >>> VALID @Epoch: 358  >>> 
2023-09-22 16:55:42,557:	[Coach] >>> TEST  @Epoch: 358  >>> 
2023-09-22 16:55:43,714:	[Wall TIME] >>> ChiefCoach.train takes 1.157284 seconds ...
2023-09-22 16:55:44,326:	[Coach] >>> TRAIN @Epoch: 359  >>>  || LOSS Avg: 0.05920
2023-09-22 16:55:44,326:	[Coach] >>> VALID @Epoch: 359  >>> 
2023-09-22 16:55:44,326:	[Coach] >>> TEST  @Epoch: 359  >>> 
2023-09-22 16:55:45,595:	[Wall TIME] >>> ChiefCoach.train takes 1.268903 seconds ...
2023-09-22 16:55:46,525:	[Wall TIME] >>> ChiefCoach.valid takes 0.878116 seconds ...
2023-09-22 16:55:46,527:	[Coach] >>> TRAIN @Epoch: 360  >>>  || LOSS Avg: 0.05860
2023-09-22 16:55:46,527:	[Coach] >>> VALID @Epoch: 360  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0348 || HITRATE@10 Avg: 0.0522 || NDCG@5 Avg: 0.0232 || NDCG@10 Avg: 0.0288
2023-09-22 16:55:46,528:	[Coach] >>> TEST  @Epoch: 360  >>> 
2023-09-22 16:55:48,177:	[Wall TIME] >>> ChiefCoach.train takes 1.648525 seconds ...
2023-09-22 16:55:48,242:	[Coach] >>> TRAIN @Epoch: 361  >>>  || LOSS Avg: 0.05816
2023-09-22 16:55:48,242:	[Coach] >>> VALID @Epoch: 361  >>> 
2023-09-22 16:55:48,243:	[Coach] >>> TEST  @Epoch: 361  >>> 
2023-09-22 16:55:49,542:	[Wall TIME] >>> ChiefCoach.train takes 1.299158 seconds ...
2023-09-22 16:55:49,612:	[Coach] >>> TRAIN @Epoch: 362  >>>  || LOSS Avg: 0.05859
2023-09-22 16:55:49,612:	[Coach] >>> VALID @Epoch: 362  >>> 
2023-09-22 16:55:49,612:	[Coach] >>> TEST  @Epoch: 362  >>> 
2023-09-22 16:55:51,017:	[Wall TIME] >>> ChiefCoach.train takes 1.404536 seconds ...
2023-09-22 16:55:51,082:	[Coach] >>> TRAIN @Epoch: 363  >>>  || LOSS Avg: 0.05874
2023-09-22 16:55:51,082:	[Coach] >>> VALID @Epoch: 363  >>> 
2023-09-22 16:55:51,082:	[Coach] >>> TEST  @Epoch: 363  >>> 
2023-09-22 16:55:52,523:	[Wall TIME] >>> ChiefCoach.train takes 1.441526 seconds ...
2023-09-22 16:55:52,643:	[Coach] >>> TRAIN @Epoch: 364  >>>  || LOSS Avg: 0.05856
2023-09-22 16:55:52,643:	[Coach] >>> VALID @Epoch: 364  >>> 
2023-09-22 16:55:52,643:	[Coach] >>> TEST  @Epoch: 364  >>> 
2023-09-22 16:55:53,854:	[Wall TIME] >>> ChiefCoach.train takes 1.210812 seconds ...
2023-09-22 16:55:54,718:	[Wall TIME] >>> ChiefCoach.valid takes 0.806795 seconds ...
2023-09-22 16:55:54,718:	[Coach] >>> Better ***NDCG@10*** of ***0.0288*** 
2023-09-22 16:55:54,740:	[Coach] >>> TRAIN @Epoch: 365  >>>  || LOSS Avg: 0.05821
2023-09-22 16:55:54,740:	[Coach] >>> VALID @Epoch: 365  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0525 || NDCG@5 Avg: 0.0233 || NDCG@10 Avg: 0.0288
2023-09-22 16:55:54,740:	[Coach] >>> TEST  @Epoch: 365  >>> 
2023-09-22 16:55:56,312:	[Wall TIME] >>> ChiefCoach.train takes 1.571406 seconds ...
2023-09-22 16:55:56,513:	[Coach] >>> TRAIN @Epoch: 366  >>>  || LOSS Avg: 0.05826
2023-09-22 16:55:56,513:	[Coach] >>> VALID @Epoch: 366  >>> 
2023-09-22 16:55:56,513:	[Coach] >>> TEST  @Epoch: 366  >>> 
2023-09-22 16:55:57,904:	[Wall TIME] >>> ChiefCoach.train takes 1.390441 seconds ...
2023-09-22 16:55:58,282:	[Coach] >>> TRAIN @Epoch: 367  >>>  || LOSS Avg: 0.05886
2023-09-22 16:55:58,282:	[Coach] >>> VALID @Epoch: 367  >>> 
2023-09-22 16:55:58,283:	[Coach] >>> TEST  @Epoch: 367  >>> 
2023-09-22 16:55:59,888:	[Wall TIME] >>> ChiefCoach.train takes 1.605497 seconds ...
2023-09-22 16:56:00,085:	[Coach] >>> TRAIN @Epoch: 368  >>>  || LOSS Avg: 0.05850
2023-09-22 16:56:00,086:	[Coach] >>> VALID @Epoch: 368  >>> 
2023-09-22 16:56:00,086:	[Coach] >>> TEST  @Epoch: 368  >>> 
2023-09-22 16:56:01,569:	[Wall TIME] >>> ChiefCoach.train takes 1.483692 seconds ...
2023-09-22 16:56:01,639:	[Coach] >>> TRAIN @Epoch: 369  >>>  || LOSS Avg: 0.05852
2023-09-22 16:56:01,639:	[Coach] >>> VALID @Epoch: 369  >>> 
2023-09-22 16:56:01,639:	[Coach] >>> TEST  @Epoch: 369  >>> 
2023-09-22 16:56:03,302:	[Wall TIME] >>> ChiefCoach.train takes 1.662609 seconds ...
2023-09-22 16:56:04,247:	[Wall TIME] >>> ChiefCoach.valid takes 0.888700 seconds ...
2023-09-22 16:56:04,248:	[Coach] >>> TRAIN @Epoch: 370  >>>  || LOSS Avg: 0.05847
2023-09-22 16:56:04,248:	[Coach] >>> VALID @Epoch: 370  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0350 || HITRATE@10 Avg: 0.0516 || NDCG@5 Avg: 0.0230 || NDCG@10 Avg: 0.0283
2023-09-22 16:56:04,248:	[Coach] >>> TEST  @Epoch: 370  >>> 
2023-09-22 16:56:05,793:	[Wall TIME] >>> ChiefCoach.train takes 1.545241 seconds ...
2023-09-22 16:56:05,849:	[Coach] >>> TRAIN @Epoch: 371  >>>  || LOSS Avg: 0.05878
2023-09-22 16:56:05,849:	[Coach] >>> VALID @Epoch: 371  >>> 
2023-09-22 16:56:05,849:	[Coach] >>> TEST  @Epoch: 371  >>> 
2023-09-22 16:56:07,102:	[Wall TIME] >>> ChiefCoach.train takes 1.252496 seconds ...
2023-09-22 16:56:07,182:	[Coach] >>> TRAIN @Epoch: 372  >>>  || LOSS Avg: 0.05824
2023-09-22 16:56:07,182:	[Coach] >>> VALID @Epoch: 372  >>> 
2023-09-22 16:56:07,182:	[Coach] >>> TEST  @Epoch: 372  >>> 
2023-09-22 16:56:08,816:	[Wall TIME] >>> ChiefCoach.train takes 1.633764 seconds ...
2023-09-22 16:56:08,875:	[Coach] >>> TRAIN @Epoch: 373  >>>  || LOSS Avg: 0.05813
2023-09-22 16:56:08,876:	[Coach] >>> VALID @Epoch: 373  >>> 
2023-09-22 16:56:08,876:	[Coach] >>> TEST  @Epoch: 373  >>> 
2023-09-22 16:56:10,408:	[Wall TIME] >>> ChiefCoach.train takes 1.531841 seconds ...
2023-09-22 16:56:10,530:	[Coach] >>> TRAIN @Epoch: 374  >>>  || LOSS Avg: 0.05825
2023-09-22 16:56:10,530:	[Coach] >>> VALID @Epoch: 374  >>> 
2023-09-22 16:56:10,530:	[Coach] >>> TEST  @Epoch: 374  >>> 
2023-09-22 16:56:12,039:	[Wall TIME] >>> ChiefCoach.train takes 1.508901 seconds ...
2023-09-22 16:56:13,004:	[Wall TIME] >>> ChiefCoach.valid takes 0.837695 seconds ...
2023-09-22 16:56:13,037:	[Coach] >>> TRAIN @Epoch: 375  >>>  || LOSS Avg: 0.05780
2023-09-22 16:56:13,038:	[Coach] >>> VALID @Epoch: 375  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0346 || HITRATE@10 Avg: 0.0514 || NDCG@5 Avg: 0.0231 || NDCG@10 Avg: 0.0285
2023-09-22 16:56:13,038:	[Coach] >>> TEST  @Epoch: 375  >>> 
2023-09-22 16:56:14,931:	[Wall TIME] >>> ChiefCoach.train takes 1.892908 seconds ...
2023-09-22 16:56:14,995:	[Coach] >>> TRAIN @Epoch: 376  >>>  || LOSS Avg: 0.05844
2023-09-22 16:56:14,995:	[Coach] >>> VALID @Epoch: 376  >>> 
2023-09-22 16:56:14,995:	[Coach] >>> TEST  @Epoch: 376  >>> 
2023-09-22 16:56:16,477:	[Wall TIME] >>> ChiefCoach.train takes 1.482284 seconds ...
2023-09-22 16:56:16,651:	[Coach] >>> TRAIN @Epoch: 377  >>>  || LOSS Avg: 0.05849
2023-09-22 16:56:16,651:	[Coach] >>> VALID @Epoch: 377  >>> 
2023-09-22 16:56:16,651:	[Coach] >>> TEST  @Epoch: 377  >>> 
2023-09-22 16:56:18,163:	[Wall TIME] >>> ChiefCoach.train takes 1.511038 seconds ...
2023-09-22 16:56:18,244:	[Coach] >>> TRAIN @Epoch: 378  >>>  || LOSS Avg: 0.05773
2023-09-22 16:56:18,245:	[Coach] >>> VALID @Epoch: 378  >>> 
2023-09-22 16:56:18,245:	[Coach] >>> TEST  @Epoch: 378  >>> 
2023-09-22 16:56:19,863:	[Wall TIME] >>> ChiefCoach.train takes 1.618474 seconds ...
2023-09-22 16:56:19,916:	[Coach] >>> TRAIN @Epoch: 379  >>>  || LOSS Avg: 0.05804
2023-09-22 16:56:19,916:	[Coach] >>> VALID @Epoch: 379  >>> 
2023-09-22 16:56:19,916:	[Coach] >>> TEST  @Epoch: 379  >>> 
2023-09-22 16:56:21,639:	[Wall TIME] >>> ChiefCoach.train takes 1.722903 seconds ...
2023-09-22 16:56:22,589:	[Wall TIME] >>> ChiefCoach.valid takes 0.899907 seconds ...
2023-09-22 16:56:22,589:	[Coach] >>> TRAIN @Epoch: 380  >>>  || LOSS Avg: 0.05852
2023-09-22 16:56:22,589:	[Coach] >>> VALID @Epoch: 380  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0351 || HITRATE@10 Avg: 0.0516 || NDCG@5 Avg: 0.0232 || NDCG@10 Avg: 0.0285
2023-09-22 16:56:22,589:	[Coach] >>> TEST  @Epoch: 380  >>> 
2023-09-22 16:56:24,012:	[Wall TIME] >>> ChiefCoach.train takes 1.422689 seconds ...
2023-09-22 16:56:24,077:	[Coach] >>> TRAIN @Epoch: 381  >>>  || LOSS Avg: 0.05804
2023-09-22 16:56:24,078:	[Coach] >>> VALID @Epoch: 381  >>> 
2023-09-22 16:56:24,078:	[Coach] >>> TEST  @Epoch: 381  >>> 
2023-09-22 16:56:25,742:	[Wall TIME] >>> ChiefCoach.train takes 1.664129 seconds ...
2023-09-22 16:56:25,904:	[Coach] >>> TRAIN @Epoch: 382  >>>  || LOSS Avg: 0.05801
2023-09-22 16:56:25,904:	[Coach] >>> VALID @Epoch: 382  >>> 
2023-09-22 16:56:25,904:	[Coach] >>> TEST  @Epoch: 382  >>> 
2023-09-22 16:56:27,671:	[Wall TIME] >>> ChiefCoach.train takes 1.766915 seconds ...
2023-09-22 16:56:27,727:	[Coach] >>> TRAIN @Epoch: 383  >>>  || LOSS Avg: 0.05859
2023-09-22 16:56:27,728:	[Coach] >>> VALID @Epoch: 383  >>> 
2023-09-22 16:56:27,728:	[Coach] >>> TEST  @Epoch: 383  >>> 
2023-09-22 16:56:29,121:	[Wall TIME] >>> ChiefCoach.train takes 1.393422 seconds ...
2023-09-22 16:56:29,190:	[Coach] >>> TRAIN @Epoch: 384  >>>  || LOSS Avg: 0.05790
2023-09-22 16:56:29,190:	[Coach] >>> VALID @Epoch: 384  >>> 
2023-09-22 16:56:29,190:	[Coach] >>> TEST  @Epoch: 384  >>> 
2023-09-22 16:56:30,569:	[Wall TIME] >>> ChiefCoach.train takes 1.378653 seconds ...
2023-09-22 16:56:31,540:	[Wall TIME] >>> ChiefCoach.valid takes 0.911532 seconds ...
2023-09-22 16:56:31,540:	[Coach] >>> TRAIN @Epoch: 385  >>>  || LOSS Avg: 0.05821
2023-09-22 16:56:31,541:	[Coach] >>> VALID @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0513 || NDCG@5 Avg: 0.0235 || NDCG@10 Avg: 0.0286
2023-09-22 16:56:31,541:	[Coach] >>> TEST  @Epoch: 385  >>> 
2023-09-22 16:56:32,990:	[Wall TIME] >>> ChiefCoach.train takes 1.448815 seconds ...
2023-09-22 16:56:33,057:	[Coach] >>> TRAIN @Epoch: 386  >>>  || LOSS Avg: 0.05779
2023-09-22 16:56:33,057:	[Coach] >>> VALID @Epoch: 386  >>> 
2023-09-22 16:56:33,058:	[Coach] >>> TEST  @Epoch: 386  >>> 
2023-09-22 16:56:34,806:	[Wall TIME] >>> ChiefCoach.train takes 1.748023 seconds ...
2023-09-22 16:56:34,876:	[Coach] >>> TRAIN @Epoch: 387  >>>  || LOSS Avg: 0.05791
2023-09-22 16:56:34,876:	[Coach] >>> VALID @Epoch: 387  >>> 
2023-09-22 16:56:34,876:	[Coach] >>> TEST  @Epoch: 387  >>> 
2023-09-22 16:56:36,503:	[Wall TIME] >>> ChiefCoach.train takes 1.627009 seconds ...
2023-09-22 16:56:36,784:	[Coach] >>> TRAIN @Epoch: 388  >>>  || LOSS Avg: 0.05817
2023-09-22 16:56:36,785:	[Coach] >>> VALID @Epoch: 388  >>> 
2023-09-22 16:56:36,785:	[Coach] >>> TEST  @Epoch: 388  >>> 
2023-09-22 16:56:38,180:	[Wall TIME] >>> ChiefCoach.train takes 1.394699 seconds ...
2023-09-22 16:56:38,441:	[Coach] >>> TRAIN @Epoch: 389  >>>  || LOSS Avg: 0.05775
2023-09-22 16:56:38,442:	[Coach] >>> VALID @Epoch: 389  >>> 
2023-09-22 16:56:38,442:	[Coach] >>> TEST  @Epoch: 389  >>> 
2023-09-22 16:56:40,129:	[Wall TIME] >>> ChiefCoach.train takes 1.686467 seconds ...
2023-09-22 16:56:41,141:	[Wall TIME] >>> ChiefCoach.valid takes 0.839968 seconds ...
2023-09-22 16:56:41,142:	[Coach] >>> TRAIN @Epoch: 390  >>>  || LOSS Avg: 0.05735
2023-09-22 16:56:41,142:	[Coach] >>> VALID @Epoch: 390  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0514 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0284
2023-09-22 16:56:41,142:	[Coach] >>> TEST  @Epoch: 390  >>> 
2023-09-22 16:56:42,756:	[Wall TIME] >>> ChiefCoach.train takes 1.614269 seconds ...
2023-09-22 16:56:42,956:	[Coach] >>> TRAIN @Epoch: 391  >>>  || LOSS Avg: 0.05777
2023-09-22 16:56:42,956:	[Coach] >>> VALID @Epoch: 391  >>> 
2023-09-22 16:56:42,956:	[Coach] >>> TEST  @Epoch: 391  >>> 
2023-09-22 16:56:44,387:	[Wall TIME] >>> ChiefCoach.train takes 1.430656 seconds ...
2023-09-22 16:56:44,441:	[Coach] >>> TRAIN @Epoch: 392  >>>  || LOSS Avg: 0.05789
2023-09-22 16:56:44,441:	[Coach] >>> VALID @Epoch: 392  >>> 
2023-09-22 16:56:44,441:	[Coach] >>> TEST  @Epoch: 392  >>> 
2023-09-22 16:56:46,054:	[Wall TIME] >>> ChiefCoach.train takes 1.612876 seconds ...
2023-09-22 16:56:46,127:	[Coach] >>> TRAIN @Epoch: 393  >>>  || LOSS Avg: 0.05757
2023-09-22 16:56:46,127:	[Coach] >>> VALID @Epoch: 393  >>> 
2023-09-22 16:56:46,127:	[Coach] >>> TEST  @Epoch: 393  >>> 
2023-09-22 16:56:47,657:	[Wall TIME] >>> ChiefCoach.train takes 1.530052 seconds ...
2023-09-22 16:56:47,715:	[Coach] >>> TRAIN @Epoch: 394  >>>  || LOSS Avg: 0.05751
2023-09-22 16:56:47,715:	[Coach] >>> VALID @Epoch: 394  >>> 
2023-09-22 16:56:47,715:	[Coach] >>> TEST  @Epoch: 394  >>> 
2023-09-22 16:56:49,104:	[Wall TIME] >>> ChiefCoach.train takes 1.388565 seconds ...
2023-09-22 16:56:50,219:	[Wall TIME] >>> ChiefCoach.valid takes 0.913919 seconds ...
2023-09-22 16:56:50,220:	[Coach] >>> TRAIN @Epoch: 395  >>>  || LOSS Avg: 0.05810
2023-09-22 16:56:50,220:	[Coach] >>> VALID @Epoch: 395  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0355 || HITRATE@10 Avg: 0.0515 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0286
2023-09-22 16:56:50,220:	[Coach] >>> TEST  @Epoch: 395  >>> 
2023-09-22 16:56:51,860:	[Wall TIME] >>> ChiefCoach.train takes 1.639863 seconds ...
2023-09-22 16:56:51,927:	[Coach] >>> TRAIN @Epoch: 396  >>>  || LOSS Avg: 0.05762
2023-09-22 16:56:51,927:	[Coach] >>> VALID @Epoch: 396  >>> 
2023-09-22 16:56:51,927:	[Coach] >>> TEST  @Epoch: 396  >>> 
2023-09-22 16:56:53,589:	[Wall TIME] >>> ChiefCoach.train takes 1.661063 seconds ...
2023-09-22 16:56:53,644:	[Coach] >>> TRAIN @Epoch: 397  >>>  || LOSS Avg: 0.05749
2023-09-22 16:56:53,644:	[Coach] >>> VALID @Epoch: 397  >>> 
2023-09-22 16:56:53,644:	[Coach] >>> TEST  @Epoch: 397  >>> 
2023-09-22 16:56:55,405:	[Wall TIME] >>> ChiefCoach.train takes 1.760967 seconds ...
2023-09-22 16:56:55,463:	[Coach] >>> TRAIN @Epoch: 398  >>>  || LOSS Avg: 0.05736
2023-09-22 16:56:55,463:	[Coach] >>> VALID @Epoch: 398  >>> 
2023-09-22 16:56:55,464:	[Coach] >>> TEST  @Epoch: 398  >>> 
2023-09-22 16:56:56,712:	[Wall TIME] >>> ChiefCoach.train takes 1.248371 seconds ...
2023-09-22 16:56:56,793:	[Coach] >>> TRAIN @Epoch: 399  >>>  || LOSS Avg: 0.05798
2023-09-22 16:56:56,794:	[Coach] >>> VALID @Epoch: 399  >>> 
2023-09-22 16:56:56,794:	[Coach] >>> TEST  @Epoch: 399  >>> 
2023-09-22 16:56:58,440:	[Wall TIME] >>> ChiefCoach.train takes 1.646183 seconds ...
2023-09-22 16:56:59,393:	[Wall TIME] >>> ChiefCoach.valid takes 0.877576 seconds ...
2023-09-22 16:56:59,394:	[Coach] >>> Better ***NDCG@10*** of ***0.0289*** 
2023-09-22 16:56:59,412:	[Coach] >>> TRAIN @Epoch: 400  >>>  || LOSS Avg: 0.05762
2023-09-22 16:56:59,413:	[Coach] >>> VALID @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0519 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0289
2023-09-22 16:56:59,413:	[Coach] >>> TEST  @Epoch: 400  >>> 
2023-09-22 16:57:00,693:	[Wall TIME] >>> ChiefCoach.train takes 1.280434 seconds ...
2023-09-22 16:57:00,749:	[Coach] >>> TRAIN @Epoch: 401  >>>  || LOSS Avg: 0.05799
2023-09-22 16:57:00,750:	[Coach] >>> VALID @Epoch: 401  >>> 
2023-09-22 16:57:00,750:	[Coach] >>> TEST  @Epoch: 401  >>> 
2023-09-22 16:57:02,464:	[Wall TIME] >>> ChiefCoach.train takes 1.714461 seconds ...
2023-09-22 16:57:02,519:	[Coach] >>> TRAIN @Epoch: 402  >>>  || LOSS Avg: 0.05745
2023-09-22 16:57:02,520:	[Coach] >>> VALID @Epoch: 402  >>> 
2023-09-22 16:57:02,520:	[Coach] >>> TEST  @Epoch: 402  >>> 
2023-09-22 16:57:03,854:	[Wall TIME] >>> ChiefCoach.train takes 1.334611 seconds ...
2023-09-22 16:57:03,923:	[Coach] >>> TRAIN @Epoch: 403  >>>  || LOSS Avg: 0.05805
2023-09-22 16:57:03,923:	[Coach] >>> VALID @Epoch: 403  >>> 
2023-09-22 16:57:03,924:	[Coach] >>> TEST  @Epoch: 403  >>> 
2023-09-22 16:57:05,208:	[Wall TIME] >>> ChiefCoach.train takes 1.283939 seconds ...
2023-09-22 16:57:05,316:	[Coach] >>> TRAIN @Epoch: 404  >>>  || LOSS Avg: 0.05759
2023-09-22 16:57:05,317:	[Coach] >>> VALID @Epoch: 404  >>> 
2023-09-22 16:57:05,317:	[Coach] >>> TEST  @Epoch: 404  >>> 
2023-09-22 16:57:06,727:	[Wall TIME] >>> ChiefCoach.train takes 1.410086 seconds ...
2023-09-22 16:57:07,704:	[Wall TIME] >>> ChiefCoach.valid takes 0.796506 seconds ...
2023-09-22 16:57:07,705:	[Coach] >>> Better ***NDCG@10*** of ***0.0290*** 
2023-09-22 16:57:07,725:	[Coach] >>> TRAIN @Epoch: 405  >>>  || LOSS Avg: 0.05734
2023-09-22 16:57:07,725:	[Coach] >>> VALID @Epoch: 405  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0359 || HITRATE@10 Avg: 0.0525 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0290
2023-09-22 16:57:07,725:	[Coach] >>> TEST  @Epoch: 405  >>> 
2023-09-22 16:57:09,202:	[Wall TIME] >>> ChiefCoach.train takes 1.476547 seconds ...
2023-09-22 16:57:09,752:	[Coach] >>> TRAIN @Epoch: 406  >>>  || LOSS Avg: 0.05735
2023-09-22 16:57:09,752:	[Coach] >>> VALID @Epoch: 406  >>> 
2023-09-22 16:57:09,752:	[Coach] >>> TEST  @Epoch: 406  >>> 
2023-09-22 16:57:11,221:	[Wall TIME] >>> ChiefCoach.train takes 1.468856 seconds ...
2023-09-22 16:57:11,283:	[Coach] >>> TRAIN @Epoch: 407  >>>  || LOSS Avg: 0.05776
2023-09-22 16:57:11,284:	[Coach] >>> VALID @Epoch: 407  >>> 
2023-09-22 16:57:11,284:	[Coach] >>> TEST  @Epoch: 407  >>> 
2023-09-22 16:57:12,589:	[Wall TIME] >>> ChiefCoach.train takes 1.305250 seconds ...
2023-09-22 16:57:12,708:	[Coach] >>> TRAIN @Epoch: 408  >>>  || LOSS Avg: 0.05739
2023-09-22 16:57:12,708:	[Coach] >>> VALID @Epoch: 408  >>> 
2023-09-22 16:57:12,708:	[Coach] >>> TEST  @Epoch: 408  >>> 
2023-09-22 16:57:14,207:	[Wall TIME] >>> ChiefCoach.train takes 1.498556 seconds ...
2023-09-22 16:57:14,259:	[Coach] >>> TRAIN @Epoch: 409  >>>  || LOSS Avg: 0.05726
2023-09-22 16:57:14,259:	[Coach] >>> VALID @Epoch: 409  >>> 
2023-09-22 16:57:14,259:	[Coach] >>> TEST  @Epoch: 409  >>> 
2023-09-22 16:57:15,574:	[Wall TIME] >>> ChiefCoach.train takes 1.314755 seconds ...
2023-09-22 16:57:16,570:	[Wall TIME] >>> ChiefCoach.valid takes 0.857753 seconds ...
2023-09-22 16:57:16,570:	[Coach] >>> TRAIN @Epoch: 410  >>>  || LOSS Avg: 0.05746
2023-09-22 16:57:16,570:	[Coach] >>> VALID @Epoch: 410  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0355 || HITRATE@10 Avg: 0.0517 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0288
2023-09-22 16:57:16,570:	[Coach] >>> TEST  @Epoch: 410  >>> 
2023-09-22 16:57:18,014:	[Wall TIME] >>> ChiefCoach.train takes 1.443743 seconds ...
2023-09-22 16:57:18,119:	[Coach] >>> TRAIN @Epoch: 411  >>>  || LOSS Avg: 0.05715
2023-09-22 16:57:18,119:	[Coach] >>> VALID @Epoch: 411  >>> 
2023-09-22 16:57:18,119:	[Coach] >>> TEST  @Epoch: 411  >>> 
2023-09-22 16:57:19,544:	[Wall TIME] >>> ChiefCoach.train takes 1.424067 seconds ...
2023-09-22 16:57:19,693:	[Coach] >>> TRAIN @Epoch: 412  >>>  || LOSS Avg: 0.05744
2023-09-22 16:57:19,693:	[Coach] >>> VALID @Epoch: 412  >>> 
2023-09-22 16:57:19,693:	[Coach] >>> TEST  @Epoch: 412  >>> 
2023-09-22 16:57:21,045:	[Wall TIME] >>> ChiefCoach.train takes 1.352107 seconds ...
2023-09-22 16:57:21,172:	[Coach] >>> TRAIN @Epoch: 413  >>>  || LOSS Avg: 0.05770
2023-09-22 16:57:21,173:	[Coach] >>> VALID @Epoch: 413  >>> 
2023-09-22 16:57:21,173:	[Coach] >>> TEST  @Epoch: 413  >>> 
2023-09-22 16:57:22,522:	[Wall TIME] >>> ChiefCoach.train takes 1.348631 seconds ...
2023-09-22 16:57:22,583:	[Coach] >>> TRAIN @Epoch: 414  >>>  || LOSS Avg: 0.05728
2023-09-22 16:57:22,583:	[Coach] >>> VALID @Epoch: 414  >>> 
2023-09-22 16:57:22,584:	[Coach] >>> TEST  @Epoch: 414  >>> 
2023-09-22 16:57:24,078:	[Wall TIME] >>> ChiefCoach.train takes 1.494403 seconds ...
2023-09-22 16:57:24,967:	[Wall TIME] >>> ChiefCoach.valid takes 0.839076 seconds ...
2023-09-22 16:57:24,967:	[Coach] >>> TRAIN @Epoch: 415  >>>  || LOSS Avg: 0.05702
2023-09-22 16:57:24,967:	[Coach] >>> VALID @Epoch: 415  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0355 || HITRATE@10 Avg: 0.0520 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0288
2023-09-22 16:57:24,967:	[Coach] >>> TEST  @Epoch: 415  >>> 
2023-09-22 16:57:26,378:	[Wall TIME] >>> ChiefCoach.train takes 1.410558 seconds ...
2023-09-22 16:57:26,439:	[Coach] >>> TRAIN @Epoch: 416  >>>  || LOSS Avg: 0.05704
2023-09-22 16:57:26,439:	[Coach] >>> VALID @Epoch: 416  >>> 
2023-09-22 16:57:26,439:	[Coach] >>> TEST  @Epoch: 416  >>> 
2023-09-22 16:57:28,168:	[Wall TIME] >>> ChiefCoach.train takes 1.728379 seconds ...
2023-09-22 16:57:28,227:	[Coach] >>> TRAIN @Epoch: 417  >>>  || LOSS Avg: 0.05712
2023-09-22 16:57:28,227:	[Coach] >>> VALID @Epoch: 417  >>> 
2023-09-22 16:57:28,227:	[Coach] >>> TEST  @Epoch: 417  >>> 
2023-09-22 16:57:29,803:	[Wall TIME] >>> ChiefCoach.train takes 1.575900 seconds ...
2023-09-22 16:57:29,875:	[Coach] >>> TRAIN @Epoch: 418  >>>  || LOSS Avg: 0.05719
2023-09-22 16:57:29,876:	[Coach] >>> VALID @Epoch: 418  >>> 
2023-09-22 16:57:29,877:	[Coach] >>> TEST  @Epoch: 418  >>> 
2023-09-22 16:57:31,327:	[Wall TIME] >>> ChiefCoach.train takes 1.449670 seconds ...
2023-09-22 16:57:31,386:	[Coach] >>> TRAIN @Epoch: 419  >>>  || LOSS Avg: 0.05717
2023-09-22 16:57:31,386:	[Coach] >>> VALID @Epoch: 419  >>> 
2023-09-22 16:57:31,386:	[Coach] >>> TEST  @Epoch: 419  >>> 
2023-09-22 16:57:32,826:	[Wall TIME] >>> ChiefCoach.train takes 1.438932 seconds ...
2023-09-22 16:57:33,726:	[Wall TIME] >>> ChiefCoach.valid takes 0.852984 seconds ...
2023-09-22 16:57:33,727:	[Coach] >>> TRAIN @Epoch: 420  >>>  || LOSS Avg: 0.05691
2023-09-22 16:57:33,727:	[Coach] >>> VALID @Epoch: 420  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0513 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0285
2023-09-22 16:57:33,727:	[Coach] >>> TEST  @Epoch: 420  >>> 
2023-09-22 16:57:35,045:	[Wall TIME] >>> ChiefCoach.train takes 1.318154 seconds ...
2023-09-22 16:57:35,129:	[Coach] >>> TRAIN @Epoch: 421  >>>  || LOSS Avg: 0.05745
2023-09-22 16:57:35,129:	[Coach] >>> VALID @Epoch: 421  >>> 
2023-09-22 16:57:35,130:	[Coach] >>> TEST  @Epoch: 421  >>> 
2023-09-22 16:57:36,834:	[Wall TIME] >>> ChiefCoach.train takes 1.704421 seconds ...
2023-09-22 16:57:36,909:	[Coach] >>> TRAIN @Epoch: 422  >>>  || LOSS Avg: 0.05710
2023-09-22 16:57:36,910:	[Coach] >>> VALID @Epoch: 422  >>> 
2023-09-22 16:57:36,910:	[Coach] >>> TEST  @Epoch: 422  >>> 
2023-09-22 16:57:38,464:	[Wall TIME] >>> ChiefCoach.train takes 1.554296 seconds ...
2023-09-22 16:57:38,578:	[Coach] >>> TRAIN @Epoch: 423  >>>  || LOSS Avg: 0.05750
2023-09-22 16:57:38,579:	[Coach] >>> VALID @Epoch: 423  >>> 
2023-09-22 16:57:38,579:	[Coach] >>> TEST  @Epoch: 423  >>> 
2023-09-22 16:57:40,097:	[Wall TIME] >>> ChiefCoach.train takes 1.517935 seconds ...
2023-09-22 16:57:40,151:	[Coach] >>> TRAIN @Epoch: 424  >>>  || LOSS Avg: 0.05699
2023-09-22 16:57:40,151:	[Coach] >>> VALID @Epoch: 424  >>> 
2023-09-22 16:57:40,151:	[Coach] >>> TEST  @Epoch: 424  >>> 
2023-09-22 16:57:41,590:	[Wall TIME] >>> ChiefCoach.train takes 1.438427 seconds ...
2023-09-22 16:57:42,503:	[Wall TIME] >>> ChiefCoach.valid takes 0.833820 seconds ...
2023-09-22 16:57:42,504:	[Coach] >>> TRAIN @Epoch: 425  >>>  || LOSS Avg: 0.05769
2023-09-22 16:57:42,504:	[Coach] >>> VALID @Epoch: 425  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0513 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0286
2023-09-22 16:57:42,504:	[Coach] >>> TEST  @Epoch: 425  >>> 
2023-09-22 16:57:44,007:	[Wall TIME] >>> ChiefCoach.train takes 1.503428 seconds ...
2023-09-22 16:57:44,162:	[Coach] >>> TRAIN @Epoch: 426  >>>  || LOSS Avg: 0.05674
2023-09-22 16:57:44,163:	[Coach] >>> VALID @Epoch: 426  >>> 
2023-09-22 16:57:44,163:	[Coach] >>> TEST  @Epoch: 426  >>> 
2023-09-22 16:57:45,615:	[Wall TIME] >>> ChiefCoach.train takes 1.451838 seconds ...
2023-09-22 16:57:45,916:	[Coach] >>> TRAIN @Epoch: 427  >>>  || LOSS Avg: 0.05723
2023-09-22 16:57:45,916:	[Coach] >>> VALID @Epoch: 427  >>> 
2023-09-22 16:57:45,916:	[Coach] >>> TEST  @Epoch: 427  >>> 
2023-09-22 16:57:47,392:	[Wall TIME] >>> ChiefCoach.train takes 1.475897 seconds ...
2023-09-22 16:57:47,448:	[Coach] >>> TRAIN @Epoch: 428  >>>  || LOSS Avg: 0.05700
2023-09-22 16:57:47,448:	[Coach] >>> VALID @Epoch: 428  >>> 
2023-09-22 16:57:47,448:	[Coach] >>> TEST  @Epoch: 428  >>> 
2023-09-22 16:57:48,866:	[Wall TIME] >>> ChiefCoach.train takes 1.417686 seconds ...
2023-09-22 16:57:48,922:	[Coach] >>> TRAIN @Epoch: 429  >>>  || LOSS Avg: 0.05689
2023-09-22 16:57:48,922:	[Coach] >>> VALID @Epoch: 429  >>> 
2023-09-22 16:57:48,923:	[Coach] >>> TEST  @Epoch: 429  >>> 
2023-09-22 16:57:50,405:	[Wall TIME] >>> ChiefCoach.train takes 1.482122 seconds ...
2023-09-22 16:57:51,335:	[Wall TIME] >>> ChiefCoach.valid takes 0.873256 seconds ...
2023-09-22 16:57:51,335:	[Coach] >>> TRAIN @Epoch: 430  >>>  || LOSS Avg: 0.05718
2023-09-22 16:57:51,335:	[Coach] >>> VALID @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0108 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0524 || NDCG@5 Avg: 0.0233 || NDCG@10 Avg: 0.0287
2023-09-22 16:57:51,335:	[Coach] >>> TEST  @Epoch: 430  >>> 
2023-09-22 16:57:52,708:	[Wall TIME] >>> ChiefCoach.train takes 1.371986 seconds ...
2023-09-22 16:57:52,925:	[Coach] >>> TRAIN @Epoch: 431  >>>  || LOSS Avg: 0.05688
2023-09-22 16:57:52,925:	[Coach] >>> VALID @Epoch: 431  >>> 
2023-09-22 16:57:52,925:	[Coach] >>> TEST  @Epoch: 431  >>> 
2023-09-22 16:57:54,492:	[Wall TIME] >>> ChiefCoach.train takes 1.566719 seconds ...
2023-09-22 16:57:54,545:	[Coach] >>> TRAIN @Epoch: 432  >>>  || LOSS Avg: 0.05699
2023-09-22 16:57:54,545:	[Coach] >>> VALID @Epoch: 432  >>> 
2023-09-22 16:57:54,545:	[Coach] >>> TEST  @Epoch: 432  >>> 
2023-09-22 16:57:56,101:	[Wall TIME] >>> ChiefCoach.train takes 1.555705 seconds ...
2023-09-22 16:57:56,156:	[Coach] >>> TRAIN @Epoch: 433  >>>  || LOSS Avg: 0.05701
2023-09-22 16:57:56,156:	[Coach] >>> VALID @Epoch: 433  >>> 
2023-09-22 16:57:56,156:	[Coach] >>> TEST  @Epoch: 433  >>> 
2023-09-22 16:57:57,479:	[Wall TIME] >>> ChiefCoach.train takes 1.322927 seconds ...
2023-09-22 16:57:57,536:	[Coach] >>> TRAIN @Epoch: 434  >>>  || LOSS Avg: 0.05679
2023-09-22 16:57:57,536:	[Coach] >>> VALID @Epoch: 434  >>> 
2023-09-22 16:57:57,536:	[Coach] >>> TEST  @Epoch: 434  >>> 
2023-09-22 16:57:58,915:	[Wall TIME] >>> ChiefCoach.train takes 1.378604 seconds ...
2023-09-22 16:57:59,816:	[Wall TIME] >>> ChiefCoach.valid takes 0.845317 seconds ...
2023-09-22 16:57:59,816:	[Coach] >>> TRAIN @Epoch: 435  >>>  || LOSS Avg: 0.05706
2023-09-22 16:57:59,816:	[Coach] >>> VALID @Epoch: 435  >>>  || HITRATE@1 Avg: 0.0108 || HITRATE@5 Avg: 0.0354 || HITRATE@10 Avg: 0.0517 || NDCG@5 Avg: 0.0233 || NDCG@10 Avg: 0.0285
2023-09-22 16:57:59,816:	[Coach] >>> TEST  @Epoch: 435  >>> 
2023-09-22 16:58:01,180:	[Wall TIME] >>> ChiefCoach.train takes 1.363933 seconds ...
2023-09-22 16:58:01,295:	[Coach] >>> TRAIN @Epoch: 436  >>>  || LOSS Avg: 0.05715
2023-09-22 16:58:01,297:	[Coach] >>> VALID @Epoch: 436  >>> 
2023-09-22 16:58:01,298:	[Coach] >>> TEST  @Epoch: 436  >>> 
2023-09-22 16:58:02,635:	[Wall TIME] >>> ChiefCoach.train takes 1.337461 seconds ...
2023-09-22 16:58:02,745:	[Coach] >>> TRAIN @Epoch: 437  >>>  || LOSS Avg: 0.05716
2023-09-22 16:58:02,745:	[Coach] >>> VALID @Epoch: 437  >>> 
2023-09-22 16:58:02,745:	[Coach] >>> TEST  @Epoch: 437  >>> 
2023-09-22 16:58:04,138:	[Wall TIME] >>> ChiefCoach.train takes 1.393153 seconds ...
2023-09-22 16:58:04,192:	[Coach] >>> TRAIN @Epoch: 438  >>>  || LOSS Avg: 0.05657
2023-09-22 16:58:04,193:	[Coach] >>> VALID @Epoch: 438  >>> 
2023-09-22 16:58:04,193:	[Coach] >>> TEST  @Epoch: 438  >>> 
2023-09-22 16:58:05,689:	[Wall TIME] >>> ChiefCoach.train takes 1.496263 seconds ...
2023-09-22 16:58:05,867:	[Coach] >>> TRAIN @Epoch: 439  >>>  || LOSS Avg: 0.05681
2023-09-22 16:58:05,868:	[Coach] >>> VALID @Epoch: 439  >>> 
2023-09-22 16:58:05,868:	[Coach] >>> TEST  @Epoch: 439  >>> 
2023-09-22 16:58:07,315:	[Wall TIME] >>> ChiefCoach.train takes 1.447022 seconds ...
2023-09-22 16:58:08,396:	[Wall TIME] >>> ChiefCoach.valid takes 1.029323 seconds ...
2023-09-22 16:58:08,396:	[Coach] >>> TRAIN @Epoch: 440  >>>  || LOSS Avg: 0.05693
2023-09-22 16:58:08,396:	[Coach] >>> VALID @Epoch: 440  >>>  || HITRATE@1 Avg: 0.0110 || HITRATE@5 Avg: 0.0355 || HITRATE@10 Avg: 0.0522 || NDCG@5 Avg: 0.0232 || NDCG@10 Avg: 0.0286
2023-09-22 16:58:08,396:	[Coach] >>> TEST  @Epoch: 440  >>> 
2023-09-22 16:58:09,734:	[Wall TIME] >>> ChiefCoach.train takes 1.337551 seconds ...
2023-09-22 16:58:10,498:	[Coach] >>> TRAIN @Epoch: 441  >>>  || LOSS Avg: 0.05628
2023-09-22 16:58:10,499:	[Coach] >>> VALID @Epoch: 441  >>> 
2023-09-22 16:58:10,499:	[Coach] >>> TEST  @Epoch: 441  >>> 
2023-09-22 16:58:11,722:	[Wall TIME] >>> ChiefCoach.train takes 1.223539 seconds ...
2023-09-22 16:58:11,780:	[Coach] >>> TRAIN @Epoch: 442  >>>  || LOSS Avg: 0.05678
2023-09-22 16:58:11,780:	[Coach] >>> VALID @Epoch: 442  >>> 
2023-09-22 16:58:11,781:	[Coach] >>> TEST  @Epoch: 442  >>> 
2023-09-22 16:58:12,941:	[Wall TIME] >>> ChiefCoach.train takes 1.160158 seconds ...
2023-09-22 16:58:12,993:	[Coach] >>> TRAIN @Epoch: 443  >>>  || LOSS Avg: 0.05667
2023-09-22 16:58:12,993:	[Coach] >>> VALID @Epoch: 443  >>> 
2023-09-22 16:58:12,993:	[Coach] >>> TEST  @Epoch: 443  >>> 
2023-09-22 16:58:14,290:	[Wall TIME] >>> ChiefCoach.train takes 1.296075 seconds ...
2023-09-22 16:58:14,357:	[Coach] >>> TRAIN @Epoch: 444  >>>  || LOSS Avg: 0.05674
2023-09-22 16:58:14,357:	[Coach] >>> VALID @Epoch: 444  >>> 
2023-09-22 16:58:14,357:	[Coach] >>> TEST  @Epoch: 444  >>> 
2023-09-22 16:58:15,678:	[Wall TIME] >>> ChiefCoach.train takes 1.320604 seconds ...
2023-09-22 16:58:16,573:	[Wall TIME] >>> ChiefCoach.valid takes 0.837637 seconds ...
2023-09-22 16:58:16,574:	[Coach] >>> TRAIN @Epoch: 445  >>>  || LOSS Avg: 0.05624
2023-09-22 16:58:16,574:	[Coach] >>> VALID @Epoch: 445  >>>  || HITRATE@1 Avg: 0.0108 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0522 || NDCG@5 Avg: 0.0231 || NDCG@10 Avg: 0.0285
2023-09-22 16:58:16,574:	[Coach] >>> TEST  @Epoch: 445  >>> 
2023-09-22 16:58:17,872:	[Wall TIME] >>> ChiefCoach.train takes 1.297497 seconds ...
2023-09-22 16:58:17,928:	[Coach] >>> TRAIN @Epoch: 446  >>>  || LOSS Avg: 0.05726
2023-09-22 16:58:17,928:	[Coach] >>> VALID @Epoch: 446  >>> 
2023-09-22 16:58:17,928:	[Coach] >>> TEST  @Epoch: 446  >>> 
2023-09-22 16:58:19,211:	[Wall TIME] >>> ChiefCoach.train takes 1.282255 seconds ...
2023-09-22 16:58:19,265:	[Coach] >>> TRAIN @Epoch: 447  >>>  || LOSS Avg: 0.05668
2023-09-22 16:58:19,265:	[Coach] >>> VALID @Epoch: 447  >>> 
2023-09-22 16:58:19,265:	[Coach] >>> TEST  @Epoch: 447  >>> 
2023-09-22 16:58:20,622:	[Wall TIME] >>> ChiefCoach.train takes 1.356333 seconds ...
2023-09-22 16:58:20,814:	[Coach] >>> TRAIN @Epoch: 448  >>>  || LOSS Avg: 0.05654
2023-09-22 16:58:20,814:	[Coach] >>> VALID @Epoch: 448  >>> 
2023-09-22 16:58:20,815:	[Coach] >>> TEST  @Epoch: 448  >>> 
2023-09-22 16:58:22,025:	[Wall TIME] >>> ChiefCoach.train takes 1.210315 seconds ...
2023-09-22 16:58:22,244:	[Coach] >>> TRAIN @Epoch: 449  >>>  || LOSS Avg: 0.05656
2023-09-22 16:58:22,244:	[Coach] >>> VALID @Epoch: 449  >>> 
2023-09-22 16:58:22,244:	[Coach] >>> TEST  @Epoch: 449  >>> 
2023-09-22 16:58:23,386:	[Wall TIME] >>> ChiefCoach.train takes 1.141077 seconds ...
2023-09-22 16:58:24,372:	[Wall TIME] >>> ChiefCoach.valid takes 0.931502 seconds ...
2023-09-22 16:58:24,373:	[Coach] >>> TRAIN @Epoch: 450  >>>  || LOSS Avg: 0.05644
2023-09-22 16:58:24,373:	[Coach] >>> VALID @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0517 || NDCG@5 Avg: 0.0233 || NDCG@10 Avg: 0.0286
2023-09-22 16:58:24,373:	[Coach] >>> TEST  @Epoch: 450  >>> 
2023-09-22 16:58:25,614:	[Wall TIME] >>> ChiefCoach.train takes 1.241155 seconds ...
2023-09-22 16:58:25,676:	[Coach] >>> TRAIN @Epoch: 451  >>>  || LOSS Avg: 0.05643
2023-09-22 16:58:25,676:	[Coach] >>> VALID @Epoch: 451  >>> 
2023-09-22 16:58:25,677:	[Coach] >>> TEST  @Epoch: 451  >>> 
2023-09-22 16:58:26,815:	[Wall TIME] >>> ChiefCoach.train takes 1.137928 seconds ...
2023-09-22 16:58:26,931:	[Coach] >>> TRAIN @Epoch: 452  >>>  || LOSS Avg: 0.05672
2023-09-22 16:58:26,931:	[Coach] >>> VALID @Epoch: 452  >>> 
2023-09-22 16:58:26,931:	[Coach] >>> TEST  @Epoch: 452  >>> 
2023-09-22 16:58:28,135:	[Wall TIME] >>> ChiefCoach.train takes 1.202841 seconds ...
2023-09-22 16:58:28,298:	[Coach] >>> TRAIN @Epoch: 453  >>>  || LOSS Avg: 0.05647
2023-09-22 16:58:28,298:	[Coach] >>> VALID @Epoch: 453  >>> 
2023-09-22 16:58:28,298:	[Coach] >>> TEST  @Epoch: 453  >>> 
2023-09-22 16:58:29,632:	[Wall TIME] >>> ChiefCoach.train takes 1.333750 seconds ...
2023-09-22 16:58:29,692:	[Coach] >>> TRAIN @Epoch: 454  >>>  || LOSS Avg: 0.05611
2023-09-22 16:58:29,692:	[Coach] >>> VALID @Epoch: 454  >>> 
2023-09-22 16:58:29,692:	[Coach] >>> TEST  @Epoch: 454  >>> 
2023-09-22 16:58:30,973:	[Wall TIME] >>> ChiefCoach.train takes 1.280862 seconds ...
2023-09-22 16:58:32,063:	[Wall TIME] >>> ChiefCoach.valid takes 0.891825 seconds ...
2023-09-22 16:58:32,064:	[Coach] >>> TRAIN @Epoch: 455  >>>  || LOSS Avg: 0.05669
2023-09-22 16:58:32,064:	[Coach] >>> VALID @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0527 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0289
2023-09-22 16:58:32,064:	[Coach] >>> TEST  @Epoch: 455  >>> 
2023-09-22 16:58:33,285:	[Wall TIME] >>> ChiefCoach.train takes 1.221483 seconds ...
2023-09-22 16:58:33,582:	[Coach] >>> TRAIN @Epoch: 456  >>>  || LOSS Avg: 0.05623
2023-09-22 16:58:33,583:	[Coach] >>> VALID @Epoch: 456  >>> 
2023-09-22 16:58:33,583:	[Coach] >>> TEST  @Epoch: 456  >>> 
2023-09-22 16:58:34,857:	[Wall TIME] >>> ChiefCoach.train takes 1.274120 seconds ...
2023-09-22 16:58:34,926:	[Coach] >>> TRAIN @Epoch: 457  >>>  || LOSS Avg: 0.05704
2023-09-22 16:58:34,927:	[Coach] >>> VALID @Epoch: 457  >>> 
2023-09-22 16:58:34,927:	[Coach] >>> TEST  @Epoch: 457  >>> 
2023-09-22 16:58:36,350:	[Wall TIME] >>> ChiefCoach.train takes 1.422587 seconds ...
2023-09-22 16:58:36,674:	[Coach] >>> TRAIN @Epoch: 458  >>>  || LOSS Avg: 0.05638
2023-09-22 16:58:36,674:	[Coach] >>> VALID @Epoch: 458  >>> 
2023-09-22 16:58:36,675:	[Coach] >>> TEST  @Epoch: 458  >>> 
2023-09-22 16:58:38,271:	[Wall TIME] >>> ChiefCoach.train takes 1.596324 seconds ...
2023-09-22 16:58:38,440:	[Coach] >>> TRAIN @Epoch: 459  >>>  || LOSS Avg: 0.05689
2023-09-22 16:58:38,440:	[Coach] >>> VALID @Epoch: 459  >>> 
2023-09-22 16:58:38,440:	[Coach] >>> TEST  @Epoch: 459  >>> 
2023-09-22 16:58:39,818:	[Wall TIME] >>> ChiefCoach.train takes 1.377961 seconds ...
2023-09-22 16:58:40,728:	[Wall TIME] >>> ChiefCoach.valid takes 0.838792 seconds ...
2023-09-22 16:58:40,728:	[Coach] >>> TRAIN @Epoch: 460  >>>  || LOSS Avg: 0.05607
2023-09-22 16:58:40,728:	[Coach] >>> VALID @Epoch: 460  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0521 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0288
2023-09-22 16:58:40,728:	[Coach] >>> TEST  @Epoch: 460  >>> 
2023-09-22 16:58:42,259:	[Wall TIME] >>> ChiefCoach.train takes 1.530301 seconds ...
2023-09-22 16:58:42,315:	[Coach] >>> TRAIN @Epoch: 461  >>>  || LOSS Avg: 0.05649
2023-09-22 16:58:42,315:	[Coach] >>> VALID @Epoch: 461  >>> 
2023-09-22 16:58:42,315:	[Coach] >>> TEST  @Epoch: 461  >>> 
2023-09-22 16:58:43,702:	[Wall TIME] >>> ChiefCoach.train takes 1.386434 seconds ...
2023-09-22 16:58:43,813:	[Coach] >>> TRAIN @Epoch: 462  >>>  || LOSS Avg: 0.05663
2023-09-22 16:58:43,813:	[Coach] >>> VALID @Epoch: 462  >>> 
2023-09-22 16:58:43,813:	[Coach] >>> TEST  @Epoch: 462  >>> 
2023-09-22 16:58:45,542:	[Wall TIME] >>> ChiefCoach.train takes 1.728740 seconds ...
2023-09-22 16:58:45,600:	[Coach] >>> TRAIN @Epoch: 463  >>>  || LOSS Avg: 0.05589
2023-09-22 16:58:45,600:	[Coach] >>> VALID @Epoch: 463  >>> 
2023-09-22 16:58:45,600:	[Coach] >>> TEST  @Epoch: 463  >>> 
2023-09-22 16:58:47,275:	[Wall TIME] >>> ChiefCoach.train takes 1.674913 seconds ...
2023-09-22 16:58:47,328:	[Coach] >>> TRAIN @Epoch: 464  >>>  || LOSS Avg: 0.05607
2023-09-22 16:58:47,328:	[Coach] >>> VALID @Epoch: 464  >>> 
2023-09-22 16:58:47,329:	[Coach] >>> TEST  @Epoch: 464  >>> 
2023-09-22 16:58:48,722:	[Wall TIME] >>> ChiefCoach.train takes 1.393189 seconds ...
2023-09-22 16:58:50,095:	[Wall TIME] >>> ChiefCoach.valid takes 0.906075 seconds ...
2023-09-22 16:58:50,096:	[Coach] >>> TRAIN @Epoch: 465  >>>  || LOSS Avg: 0.05675
2023-09-22 16:58:50,096:	[Coach] >>> VALID @Epoch: 465  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0351 || HITRATE@10 Avg: 0.0524 || NDCG@5 Avg: 0.0233 || NDCG@10 Avg: 0.0288
2023-09-22 16:58:50,096:	[Coach] >>> TEST  @Epoch: 465  >>> 
2023-09-22 16:58:51,849:	[Wall TIME] >>> ChiefCoach.train takes 1.753335 seconds ...
2023-09-22 16:58:51,986:	[Coach] >>> TRAIN @Epoch: 466  >>>  || LOSS Avg: 0.05632
2023-09-22 16:58:51,987:	[Coach] >>> VALID @Epoch: 466  >>> 
2023-09-22 16:58:51,987:	[Coach] >>> TEST  @Epoch: 466  >>> 
2023-09-22 16:58:53,521:	[Wall TIME] >>> ChiefCoach.train takes 1.534210 seconds ...
2023-09-22 16:58:53,642:	[Coach] >>> TRAIN @Epoch: 467  >>>  || LOSS Avg: 0.05654
2023-09-22 16:58:53,642:	[Coach] >>> VALID @Epoch: 467  >>> 
2023-09-22 16:58:53,642:	[Coach] >>> TEST  @Epoch: 467  >>> 
2023-09-22 16:58:55,073:	[Wall TIME] >>> ChiefCoach.train takes 1.430136 seconds ...
2023-09-22 16:58:55,140:	[Coach] >>> TRAIN @Epoch: 468  >>>  || LOSS Avg: 0.05614
2023-09-22 16:58:55,140:	[Coach] >>> VALID @Epoch: 468  >>> 
2023-09-22 16:58:55,141:	[Coach] >>> TEST  @Epoch: 468  >>> 
2023-09-22 16:58:56,602:	[Wall TIME] >>> ChiefCoach.train takes 1.461488 seconds ...
2023-09-22 16:58:56,873:	[Coach] >>> TRAIN @Epoch: 469  >>>  || LOSS Avg: 0.05606
2023-09-22 16:58:57,088:	[Coach] >>> VALID @Epoch: 469  >>> 
2023-09-22 16:58:57,088:	[Coach] >>> TEST  @Epoch: 469  >>> 
2023-09-22 16:58:58,497:	[Wall TIME] >>> ChiefCoach.train takes 1.408002 seconds ...
2023-09-22 16:58:59,581:	[Wall TIME] >>> ChiefCoach.valid takes 0.870706 seconds ...
2023-09-22 16:58:59,582:	[Coach] >>> Better ***NDCG@10*** of ***0.0291*** 
2023-09-22 16:58:59,601:	[Coach] >>> TRAIN @Epoch: 470  >>>  || LOSS Avg: 0.05602
2023-09-22 16:58:59,601:	[Coach] >>> VALID @Epoch: 470  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0352 || HITRATE@10 Avg: 0.0531 || NDCG@5 Avg: 0.0233 || NDCG@10 Avg: 0.0291
2023-09-22 16:58:59,601:	[Coach] >>> TEST  @Epoch: 470  >>> 
2023-09-22 16:59:01,136:	[Wall TIME] >>> ChiefCoach.train takes 1.534597 seconds ...
2023-09-22 16:59:01,194:	[Coach] >>> TRAIN @Epoch: 471  >>>  || LOSS Avg: 0.05626
2023-09-22 16:59:01,194:	[Coach] >>> VALID @Epoch: 471  >>> 
2023-09-22 16:59:01,195:	[Coach] >>> TEST  @Epoch: 471  >>> 
2023-09-22 16:59:02,545:	[Wall TIME] >>> ChiefCoach.train takes 1.350684 seconds ...
2023-09-22 16:59:02,603:	[Coach] >>> TRAIN @Epoch: 472  >>>  || LOSS Avg: 0.05615
2023-09-22 16:59:02,603:	[Coach] >>> VALID @Epoch: 472  >>> 
2023-09-22 16:59:02,603:	[Coach] >>> TEST  @Epoch: 472  >>> 
2023-09-22 16:59:03,964:	[Wall TIME] >>> ChiefCoach.train takes 1.360029 seconds ...
2023-09-22 16:59:04,032:	[Coach] >>> TRAIN @Epoch: 473  >>>  || LOSS Avg: 0.05594
2023-09-22 16:59:04,032:	[Coach] >>> VALID @Epoch: 473  >>> 
2023-09-22 16:59:04,032:	[Coach] >>> TEST  @Epoch: 473  >>> 
2023-09-22 16:59:05,461:	[Wall TIME] >>> ChiefCoach.train takes 1.428437 seconds ...
2023-09-22 16:59:05,538:	[Coach] >>> TRAIN @Epoch: 474  >>>  || LOSS Avg: 0.05645
2023-09-22 16:59:05,538:	[Coach] >>> VALID @Epoch: 474  >>> 
2023-09-22 16:59:05,538:	[Coach] >>> TEST  @Epoch: 474  >>> 
2023-09-22 16:59:07,036:	[Wall TIME] >>> ChiefCoach.train takes 1.497399 seconds ...
2023-09-22 16:59:07,978:	[Wall TIME] >>> ChiefCoach.valid takes 0.882888 seconds ...
2023-09-22 16:59:07,978:	[Coach] >>> TRAIN @Epoch: 475  >>>  || LOSS Avg: 0.05613
2023-09-22 16:59:07,979:	[Coach] >>> VALID @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0349 || HITRATE@10 Avg: 0.0527 || NDCG@5 Avg: 0.0231 || NDCG@10 Avg: 0.0288
2023-09-22 16:59:07,979:	[Coach] >>> TEST  @Epoch: 475  >>> 
2023-09-22 16:59:09,579:	[Wall TIME] >>> ChiefCoach.train takes 1.600574 seconds ...
2023-09-22 16:59:09,640:	[Coach] >>> TRAIN @Epoch: 476  >>>  || LOSS Avg: 0.05601
2023-09-22 16:59:09,640:	[Coach] >>> VALID @Epoch: 476  >>> 
2023-09-22 16:59:09,640:	[Coach] >>> TEST  @Epoch: 476  >>> 
2023-09-22 16:59:11,252:	[Wall TIME] >>> ChiefCoach.train takes 1.610855 seconds ...
2023-09-22 16:59:11,306:	[Coach] >>> TRAIN @Epoch: 477  >>>  || LOSS Avg: 0.05570
2023-09-22 16:59:11,306:	[Coach] >>> VALID @Epoch: 477  >>> 
2023-09-22 16:59:11,306:	[Coach] >>> TEST  @Epoch: 477  >>> 
2023-09-22 16:59:13,063:	[Wall TIME] >>> ChiefCoach.train takes 1.757054 seconds ...
2023-09-22 16:59:13,305:	[Coach] >>> TRAIN @Epoch: 478  >>>  || LOSS Avg: 0.05583
2023-09-22 16:59:13,305:	[Coach] >>> VALID @Epoch: 478  >>> 
2023-09-22 16:59:13,305:	[Coach] >>> TEST  @Epoch: 478  >>> 
2023-09-22 16:59:14,812:	[Wall TIME] >>> ChiefCoach.train takes 1.506302 seconds ...
2023-09-22 16:59:14,886:	[Coach] >>> TRAIN @Epoch: 479  >>>  || LOSS Avg: 0.05605
2023-09-22 16:59:14,887:	[Coach] >>> VALID @Epoch: 479  >>> 
2023-09-22 16:59:14,887:	[Coach] >>> TEST  @Epoch: 479  >>> 
2023-09-22 16:59:16,544:	[Wall TIME] >>> ChiefCoach.train takes 1.656866 seconds ...
2023-09-22 16:59:17,506:	[Wall TIME] >>> ChiefCoach.valid takes 0.893973 seconds ...
2023-09-22 16:59:17,506:	[Coach] >>> TRAIN @Epoch: 480  >>>  || LOSS Avg: 0.05586
2023-09-22 16:59:17,507:	[Coach] >>> VALID @Epoch: 480  >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0529 || NDCG@5 Avg: 0.0235 || NDCG@10 Avg: 0.0289
2023-09-22 16:59:17,507:	[Coach] >>> TEST  @Epoch: 480  >>> 
2023-09-22 16:59:19,179:	[Wall TIME] >>> ChiefCoach.train takes 1.672337 seconds ...
2023-09-22 16:59:19,265:	[Coach] >>> TRAIN @Epoch: 481  >>>  || LOSS Avg: 0.05609
2023-09-22 16:59:19,265:	[Coach] >>> VALID @Epoch: 481  >>> 
2023-09-22 16:59:19,265:	[Coach] >>> TEST  @Epoch: 481  >>> 
2023-09-22 16:59:20,798:	[Wall TIME] >>> ChiefCoach.train takes 1.531992 seconds ...
2023-09-22 16:59:20,858:	[Coach] >>> TRAIN @Epoch: 482  >>>  || LOSS Avg: 0.05584
2023-09-22 16:59:20,859:	[Coach] >>> VALID @Epoch: 482  >>> 
2023-09-22 16:59:20,859:	[Coach] >>> TEST  @Epoch: 482  >>> 
2023-09-22 16:59:22,553:	[Wall TIME] >>> ChiefCoach.train takes 1.694289 seconds ...
2023-09-22 16:59:22,667:	[Coach] >>> TRAIN @Epoch: 483  >>>  || LOSS Avg: 0.05624
2023-09-22 16:59:22,667:	[Coach] >>> VALID @Epoch: 483  >>> 
2023-09-22 16:59:22,667:	[Coach] >>> TEST  @Epoch: 483  >>> 
2023-09-22 16:59:23,975:	[Wall TIME] >>> ChiefCoach.train takes 1.307642 seconds ...
2023-09-22 16:59:24,040:	[Coach] >>> TRAIN @Epoch: 484  >>>  || LOSS Avg: 0.05602
2023-09-22 16:59:24,041:	[Coach] >>> VALID @Epoch: 484  >>> 
2023-09-22 16:59:24,041:	[Coach] >>> TEST  @Epoch: 484  >>> 
2023-09-22 16:59:25,478:	[Wall TIME] >>> ChiefCoach.train takes 1.437456 seconds ...
2023-09-22 16:59:26,433:	[Wall TIME] >>> ChiefCoach.valid takes 0.886755 seconds ...
2023-09-22 16:59:26,433:	[Coach] >>> TRAIN @Epoch: 485  >>>  || LOSS Avg: 0.05590
2023-09-22 16:59:26,433:	[Coach] >>> VALID @Epoch: 485  >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0522 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0286
2023-09-22 16:59:26,433:	[Coach] >>> TEST  @Epoch: 485  >>> 
2023-09-22 16:59:28,176:	[Wall TIME] >>> ChiefCoach.train takes 1.742486 seconds ...
2023-09-22 16:59:28,229:	[Coach] >>> TRAIN @Epoch: 486  >>>  || LOSS Avg: 0.05637
2023-09-22 16:59:28,229:	[Coach] >>> VALID @Epoch: 486  >>> 
2023-09-22 16:59:28,229:	[Coach] >>> TEST  @Epoch: 486  >>> 
2023-09-22 16:59:29,739:	[Wall TIME] >>> ChiefCoach.train takes 1.509093 seconds ...
2023-09-22 16:59:29,802:	[Coach] >>> TRAIN @Epoch: 487  >>>  || LOSS Avg: 0.05591
2023-09-22 16:59:29,802:	[Coach] >>> VALID @Epoch: 487  >>> 
2023-09-22 16:59:29,802:	[Coach] >>> TEST  @Epoch: 487  >>> 
2023-09-22 16:59:31,407:	[Wall TIME] >>> ChiefCoach.train takes 1.604493 seconds ...
2023-09-22 16:59:31,465:	[Coach] >>> TRAIN @Epoch: 488  >>>  || LOSS Avg: 0.05566
2023-09-22 16:59:31,465:	[Coach] >>> VALID @Epoch: 488  >>> 
2023-09-22 16:59:31,465:	[Coach] >>> TEST  @Epoch: 488  >>> 
2023-09-22 16:59:32,894:	[Wall TIME] >>> ChiefCoach.train takes 1.428124 seconds ...
2023-09-22 16:59:32,966:	[Coach] >>> TRAIN @Epoch: 489  >>>  || LOSS Avg: 0.05594
2023-09-22 16:59:32,966:	[Coach] >>> VALID @Epoch: 489  >>> 
2023-09-22 16:59:32,966:	[Coach] >>> TEST  @Epoch: 489  >>> 
2023-09-22 16:59:34,811:	[Wall TIME] >>> ChiefCoach.train takes 1.844276 seconds ...
2023-09-22 16:59:35,721:	[Wall TIME] >>> ChiefCoach.valid takes 0.852199 seconds ...
2023-09-22 16:59:35,722:	[Coach] >>> TRAIN @Epoch: 490  >>>  || LOSS Avg: 0.05548
2023-09-22 16:59:35,722:	[Coach] >>> VALID @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0107 || HITRATE@5 Avg: 0.0363 || HITRATE@10 Avg: 0.0524 || NDCG@5 Avg: 0.0235 || NDCG@10 Avg: 0.0287
2023-09-22 16:59:35,722:	[Coach] >>> TEST  @Epoch: 490  >>> 
2023-09-22 16:59:37,301:	[Wall TIME] >>> ChiefCoach.train takes 1.578250 seconds ...
2023-09-22 16:59:37,365:	[Coach] >>> TRAIN @Epoch: 491  >>>  || LOSS Avg: 0.05645
2023-09-22 16:59:37,365:	[Coach] >>> VALID @Epoch: 491  >>> 
2023-09-22 16:59:37,366:	[Coach] >>> TEST  @Epoch: 491  >>> 
2023-09-22 16:59:38,936:	[Wall TIME] >>> ChiefCoach.train takes 1.569891 seconds ...
2023-09-22 16:59:38,987:	[Coach] >>> TRAIN @Epoch: 492  >>>  || LOSS Avg: 0.05594
2023-09-22 16:59:38,987:	[Coach] >>> VALID @Epoch: 492  >>> 
2023-09-22 16:59:38,987:	[Coach] >>> TEST  @Epoch: 492  >>> 
2023-09-22 16:59:40,408:	[Wall TIME] >>> ChiefCoach.train takes 1.420901 seconds ...
2023-09-22 16:59:40,462:	[Coach] >>> TRAIN @Epoch: 493  >>>  || LOSS Avg: 0.05567
2023-09-22 16:59:40,462:	[Coach] >>> VALID @Epoch: 493  >>> 
2023-09-22 16:59:40,462:	[Coach] >>> TEST  @Epoch: 493  >>> 
2023-09-22 16:59:42,109:	[Wall TIME] >>> ChiefCoach.train takes 1.645950 seconds ...
2023-09-22 16:59:42,224:	[Coach] >>> TRAIN @Epoch: 494  >>>  || LOSS Avg: 0.05561
2023-09-22 16:59:42,224:	[Coach] >>> VALID @Epoch: 494  >>> 
2023-09-22 16:59:42,224:	[Coach] >>> TEST  @Epoch: 494  >>> 
2023-09-22 16:59:43,671:	[Wall TIME] >>> ChiefCoach.train takes 1.446985 seconds ...
2023-09-22 16:59:44,592:	[Wall TIME] >>> ChiefCoach.valid takes 0.858525 seconds ...
2023-09-22 16:59:44,592:	[Coach] >>> TRAIN @Epoch: 495  >>>  || LOSS Avg: 0.05561
2023-09-22 16:59:44,593:	[Coach] >>> VALID @Epoch: 495  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0521 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0287
2023-09-22 16:59:44,593:	[Coach] >>> TEST  @Epoch: 495  >>> 
2023-09-22 16:59:46,032:	[Wall TIME] >>> ChiefCoach.train takes 1.438642 seconds ...
2023-09-22 16:59:46,257:	[Coach] >>> TRAIN @Epoch: 496  >>>  || LOSS Avg: 0.05600
2023-09-22 16:59:46,257:	[Coach] >>> VALID @Epoch: 496  >>> 
2023-09-22 16:59:46,257:	[Coach] >>> TEST  @Epoch: 496  >>> 
2023-09-22 16:59:48,199:	[Wall TIME] >>> ChiefCoach.train takes 1.942365 seconds ...
2023-09-22 16:59:48,254:	[Coach] >>> TRAIN @Epoch: 497  >>>  || LOSS Avg: 0.05607
2023-09-22 16:59:48,254:	[Coach] >>> VALID @Epoch: 497  >>> 
2023-09-22 16:59:48,254:	[Coach] >>> TEST  @Epoch: 497  >>> 
2023-09-22 16:59:49,894:	[Wall TIME] >>> ChiefCoach.train takes 1.639501 seconds ...
2023-09-22 16:59:50,390:	[Coach] >>> TRAIN @Epoch: 498  >>>  || LOSS Avg: 0.05577
2023-09-22 16:59:50,390:	[Coach] >>> VALID @Epoch: 498  >>> 
2023-09-22 16:59:50,390:	[Coach] >>> TEST  @Epoch: 498  >>> 
2023-09-22 16:59:51,991:	[Wall TIME] >>> ChiefCoach.train takes 1.600200 seconds ...
2023-09-22 16:59:52,069:	[Coach] >>> TRAIN @Epoch: 499  >>>  || LOSS Avg: 0.05550
2023-09-22 16:59:52,069:	[Coach] >>> VALID @Epoch: 499  >>> 
2023-09-22 16:59:52,070:	[Coach] >>> TEST  @Epoch: 499  >>> 
2023-09-22 16:59:53,467:	[Wall TIME] >>> ChiefCoach.train takes 1.396650 seconds ...
2023-09-22 16:59:54,418:	[Wall TIME] >>> ChiefCoach.valid takes 0.792001 seconds ...
2023-09-22 16:59:54,419:	[Coach] >>> TRAIN @Epoch: 500  >>>  || LOSS Avg: 0.05563
2023-09-22 16:59:54,419:	[Coach] >>> VALID @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0352 || HITRATE@10 Avg: 0.0525 || NDCG@5 Avg: 0.0232 || NDCG@10 Avg: 0.0288
2023-09-22 16:59:54,419:	[Coach] >>> TEST  @Epoch: 500  >>> 
2023-09-22 16:59:56,319:	[Wall TIME] >>> ChiefCoach.train takes 1.900102 seconds ...
2023-09-22 16:59:56,387:	[Coach] >>> TRAIN @Epoch: 501  >>>  || LOSS Avg: 0.05528
2023-09-22 16:59:56,387:	[Coach] >>> VALID @Epoch: 501  >>> 
2023-09-22 16:59:56,387:	[Coach] >>> TEST  @Epoch: 501  >>> 
2023-09-22 16:59:57,916:	[Wall TIME] >>> ChiefCoach.train takes 1.529529 seconds ...
2023-09-22 16:59:57,978:	[Coach] >>> TRAIN @Epoch: 502  >>>  || LOSS Avg: 0.05549
2023-09-22 16:59:57,978:	[Coach] >>> VALID @Epoch: 502  >>> 
2023-09-22 16:59:57,978:	[Coach] >>> TEST  @Epoch: 502  >>> 
2023-09-22 16:59:59,402:	[Wall TIME] >>> ChiefCoach.train takes 1.423789 seconds ...
2023-09-22 16:59:59,464:	[Coach] >>> TRAIN @Epoch: 503  >>>  || LOSS Avg: 0.05570
2023-09-22 16:59:59,464:	[Coach] >>> VALID @Epoch: 503  >>> 
2023-09-22 16:59:59,464:	[Coach] >>> TEST  @Epoch: 503  >>> 
2023-09-22 17:00:01,111:	[Wall TIME] >>> ChiefCoach.train takes 1.646148 seconds ...
2023-09-22 17:00:01,170:	[Coach] >>> TRAIN @Epoch: 504  >>>  || LOSS Avg: 0.05577
2023-09-22 17:00:01,170:	[Coach] >>> VALID @Epoch: 504  >>> 
2023-09-22 17:00:01,170:	[Coach] >>> TEST  @Epoch: 504  >>> 
2023-09-22 17:00:02,689:	[Wall TIME] >>> ChiefCoach.train takes 1.518810 seconds ...
2023-09-22 17:00:03,597:	[Wall TIME] >>> ChiefCoach.valid takes 0.851411 seconds ...
2023-09-22 17:00:03,597:	[Coach] >>> TRAIN @Epoch: 505  >>>  || LOSS Avg: 0.05563
2023-09-22 17:00:03,598:	[Coach] >>> VALID @Epoch: 505  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0354 || HITRATE@10 Avg: 0.0523 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0288
2023-09-22 17:00:03,598:	[Coach] >>> TEST  @Epoch: 505  >>> 
2023-09-22 17:00:05,487:	[Wall TIME] >>> ChiefCoach.train takes 1.889099 seconds ...
2023-09-22 17:00:05,549:	[Coach] >>> TRAIN @Epoch: 506  >>>  || LOSS Avg: 0.05570
2023-09-22 17:00:05,549:	[Coach] >>> VALID @Epoch: 506  >>> 
2023-09-22 17:00:05,549:	[Coach] >>> TEST  @Epoch: 506  >>> 
2023-09-22 17:00:07,149:	[Wall TIME] >>> ChiefCoach.train takes 1.599760 seconds ...
2023-09-22 17:00:07,202:	[Coach] >>> TRAIN @Epoch: 507  >>>  || LOSS Avg: 0.05541
2023-09-22 17:00:07,203:	[Coach] >>> VALID @Epoch: 507  >>> 
2023-09-22 17:00:07,203:	[Coach] >>> TEST  @Epoch: 507  >>> 
2023-09-22 17:00:08,829:	[Wall TIME] >>> ChiefCoach.train takes 1.626492 seconds ...
2023-09-22 17:00:08,888:	[Coach] >>> TRAIN @Epoch: 508  >>>  || LOSS Avg: 0.05522
2023-09-22 17:00:08,888:	[Coach] >>> VALID @Epoch: 508  >>> 
2023-09-22 17:00:08,888:	[Coach] >>> TEST  @Epoch: 508  >>> 
2023-09-22 17:00:10,471:	[Wall TIME] >>> ChiefCoach.train takes 1.582638 seconds ...
2023-09-22 17:00:10,524:	[Coach] >>> TRAIN @Epoch: 509  >>>  || LOSS Avg: 0.05575
2023-09-22 17:00:10,524:	[Coach] >>> VALID @Epoch: 509  >>> 
2023-09-22 17:00:10,524:	[Coach] >>> TEST  @Epoch: 509  >>> 
2023-09-22 17:00:12,029:	[Wall TIME] >>> ChiefCoach.train takes 1.504759 seconds ...
2023-09-22 17:00:12,947:	[Wall TIME] >>> ChiefCoach.valid takes 0.857421 seconds ...
2023-09-22 17:00:12,947:	[Coach] >>> TRAIN @Epoch: 510  >>>  || LOSS Avg: 0.05567
2023-09-22 17:00:12,947:	[Coach] >>> VALID @Epoch: 510  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0522 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0289
2023-09-22 17:00:12,947:	[Coach] >>> TEST  @Epoch: 510  >>> 
2023-09-22 17:00:14,443:	[Wall TIME] >>> ChiefCoach.train takes 1.494885 seconds ...
2023-09-22 17:00:14,496:	[Coach] >>> TRAIN @Epoch: 511  >>>  || LOSS Avg: 0.05571
2023-09-22 17:00:14,497:	[Coach] >>> VALID @Epoch: 511  >>> 
2023-09-22 17:00:14,497:	[Coach] >>> TEST  @Epoch: 511  >>> 
2023-09-22 17:00:15,927:	[Wall TIME] >>> ChiefCoach.train takes 1.429726 seconds ...
2023-09-22 17:00:16,004:	[Coach] >>> TRAIN @Epoch: 512  >>>  || LOSS Avg: 0.05571
2023-09-22 17:00:16,004:	[Coach] >>> VALID @Epoch: 512  >>> 
2023-09-22 17:00:16,005:	[Coach] >>> TEST  @Epoch: 512  >>> 
2023-09-22 17:00:17,392:	[Wall TIME] >>> ChiefCoach.train takes 1.387700 seconds ...
2023-09-22 17:00:17,459:	[Coach] >>> TRAIN @Epoch: 513  >>>  || LOSS Avg: 0.05551
2023-09-22 17:00:17,459:	[Coach] >>> VALID @Epoch: 513  >>> 
2023-09-22 17:00:17,460:	[Coach] >>> TEST  @Epoch: 513  >>> 
2023-09-22 17:00:18,875:	[Wall TIME] >>> ChiefCoach.train takes 1.415657 seconds ...
2023-09-22 17:00:18,956:	[Coach] >>> TRAIN @Epoch: 514  >>>  || LOSS Avg: 0.05515
2023-09-22 17:00:18,956:	[Coach] >>> VALID @Epoch: 514  >>> 
2023-09-22 17:00:18,956:	[Coach] >>> TEST  @Epoch: 514  >>> 
2023-09-22 17:00:20,348:	[Wall TIME] >>> ChiefCoach.train takes 1.391790 seconds ...
2023-09-22 17:00:21,275:	[Wall TIME] >>> ChiefCoach.valid takes 0.872499 seconds ...
2023-09-22 17:00:21,275:	[Coach] >>> Better ***NDCG@10*** of ***0.0291*** 
2023-09-22 17:00:21,294:	[Coach] >>> TRAIN @Epoch: 515  >>>  || LOSS Avg: 0.05589
2023-09-22 17:00:21,294:	[Coach] >>> VALID @Epoch: 515  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0528 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0291
2023-09-22 17:00:21,294:	[Coach] >>> TEST  @Epoch: 515  >>> 
2023-09-22 17:00:22,971:	[Wall TIME] >>> ChiefCoach.train takes 1.677064 seconds ...
2023-09-22 17:00:23,299:	[Coach] >>> TRAIN @Epoch: 516  >>>  || LOSS Avg: 0.05580
2023-09-22 17:00:23,300:	[Coach] >>> VALID @Epoch: 516  >>> 
2023-09-22 17:00:23,300:	[Coach] >>> TEST  @Epoch: 516  >>> 
2023-09-22 17:00:24,674:	[Wall TIME] >>> ChiefCoach.train takes 1.373582 seconds ...
2023-09-22 17:00:24,779:	[Coach] >>> TRAIN @Epoch: 517  >>>  || LOSS Avg: 0.05540
2023-09-22 17:00:24,779:	[Coach] >>> VALID @Epoch: 517  >>> 
2023-09-22 17:00:24,779:	[Coach] >>> TEST  @Epoch: 517  >>> 
2023-09-22 17:00:26,280:	[Wall TIME] >>> ChiefCoach.train takes 1.500640 seconds ...
2023-09-22 17:00:26,427:	[Coach] >>> TRAIN @Epoch: 518  >>>  || LOSS Avg: 0.05546
2023-09-22 17:00:26,427:	[Coach] >>> VALID @Epoch: 518  >>> 
2023-09-22 17:00:26,427:	[Coach] >>> TEST  @Epoch: 518  >>> 
2023-09-22 17:00:27,862:	[Wall TIME] >>> ChiefCoach.train takes 1.434143 seconds ...
2023-09-22 17:00:27,928:	[Coach] >>> TRAIN @Epoch: 519  >>>  || LOSS Avg: 0.05534
2023-09-22 17:00:27,928:	[Coach] >>> VALID @Epoch: 519  >>> 
2023-09-22 17:00:27,928:	[Coach] >>> TEST  @Epoch: 519  >>> 
2023-09-22 17:00:29,461:	[Wall TIME] >>> ChiefCoach.train takes 1.532080 seconds ...
2023-09-22 17:00:30,360:	[Wall TIME] >>> ChiefCoach.valid takes 0.845484 seconds ...
2023-09-22 17:00:30,361:	[Coach] >>> Better ***NDCG@10*** of ***0.0294*** 
2023-09-22 17:00:30,387:	[Coach] >>> TRAIN @Epoch: 520  >>>  || LOSS Avg: 0.05586
2023-09-22 17:00:30,387:	[Coach] >>> VALID @Epoch: 520  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0357 || HITRATE@10 Avg: 0.0531 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0294
2023-09-22 17:00:30,387:	[Coach] >>> TEST  @Epoch: 520  >>> 
2023-09-22 17:00:31,778:	[Wall TIME] >>> ChiefCoach.train takes 1.390215 seconds ...
2023-09-22 17:00:31,833:	[Coach] >>> TRAIN @Epoch: 521  >>>  || LOSS Avg: 0.05542
2023-09-22 17:00:31,833:	[Coach] >>> VALID @Epoch: 521  >>> 
2023-09-22 17:00:31,833:	[Coach] >>> TEST  @Epoch: 521  >>> 
2023-09-22 17:00:33,772:	[Wall TIME] >>> ChiefCoach.train takes 1.938405 seconds ...
2023-09-22 17:00:33,831:	[Coach] >>> TRAIN @Epoch: 522  >>>  || LOSS Avg: 0.05517
2023-09-22 17:00:33,832:	[Coach] >>> VALID @Epoch: 522  >>> 
2023-09-22 17:00:33,832:	[Coach] >>> TEST  @Epoch: 522  >>> 
2023-09-22 17:00:35,660:	[Wall TIME] >>> ChiefCoach.train takes 1.827895 seconds ...
2023-09-22 17:00:35,720:	[Coach] >>> TRAIN @Epoch: 523  >>>  || LOSS Avg: 0.05507
2023-09-22 17:00:35,720:	[Coach] >>> VALID @Epoch: 523  >>> 
2023-09-22 17:00:35,720:	[Coach] >>> TEST  @Epoch: 523  >>> 
2023-09-22 17:00:37,046:	[Wall TIME] >>> ChiefCoach.train takes 1.325310 seconds ...
2023-09-22 17:00:37,156:	[Coach] >>> TRAIN @Epoch: 524  >>>  || LOSS Avg: 0.05550
2023-09-22 17:00:37,156:	[Coach] >>> VALID @Epoch: 524  >>> 
2023-09-22 17:00:37,156:	[Coach] >>> TEST  @Epoch: 524  >>> 
2023-09-22 17:00:38,639:	[Wall TIME] >>> ChiefCoach.train takes 1.482684 seconds ...
2023-09-22 17:00:39,661:	[Wall TIME] >>> ChiefCoach.valid takes 0.940715 seconds ...
2023-09-22 17:00:39,662:	[Coach] >>> Better ***NDCG@10*** of ***0.0294*** 
2023-09-22 17:00:39,681:	[Coach] >>> TRAIN @Epoch: 525  >>>  || LOSS Avg: 0.05519
2023-09-22 17:00:39,682:	[Coach] >>> VALID @Epoch: 525  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0363 || HITRATE@10 Avg: 0.0530 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0294
2023-09-22 17:00:39,682:	[Coach] >>> TEST  @Epoch: 525  >>> 
2023-09-22 17:00:41,379:	[Wall TIME] >>> ChiefCoach.train takes 1.697064 seconds ...
2023-09-22 17:00:41,516:	[Coach] >>> TRAIN @Epoch: 526  >>>  || LOSS Avg: 0.05529
2023-09-22 17:00:41,516:	[Coach] >>> VALID @Epoch: 526  >>> 
2023-09-22 17:00:41,516:	[Coach] >>> TEST  @Epoch: 526  >>> 
2023-09-22 17:00:42,989:	[Wall TIME] >>> ChiefCoach.train takes 1.472859 seconds ...
2023-09-22 17:00:43,260:	[Coach] >>> TRAIN @Epoch: 527  >>>  || LOSS Avg: 0.05575
2023-09-22 17:00:43,260:	[Coach] >>> VALID @Epoch: 527  >>> 
2023-09-22 17:00:43,260:	[Coach] >>> TEST  @Epoch: 527  >>> 
2023-09-22 17:00:44,679:	[Wall TIME] >>> ChiefCoach.train takes 1.418377 seconds ...
2023-09-22 17:00:44,737:	[Coach] >>> TRAIN @Epoch: 528  >>>  || LOSS Avg: 0.05500
2023-09-22 17:00:44,737:	[Coach] >>> VALID @Epoch: 528  >>> 
2023-09-22 17:00:44,737:	[Coach] >>> TEST  @Epoch: 528  >>> 
2023-09-22 17:00:46,310:	[Wall TIME] >>> ChiefCoach.train takes 1.572720 seconds ...
2023-09-22 17:00:46,369:	[Coach] >>> TRAIN @Epoch: 529  >>>  || LOSS Avg: 0.05531
2023-09-22 17:00:46,369:	[Coach] >>> VALID @Epoch: 529  >>> 
2023-09-22 17:00:46,369:	[Coach] >>> TEST  @Epoch: 529  >>> 
2023-09-22 17:00:47,846:	[Wall TIME] >>> ChiefCoach.train takes 1.477138 seconds ...
2023-09-22 17:00:49,006:	[Wall TIME] >>> ChiefCoach.valid takes 1.092778 seconds ...
2023-09-22 17:00:49,006:	[Coach] >>> TRAIN @Epoch: 530  >>>  || LOSS Avg: 0.05516
2023-09-22 17:00:49,006:	[Coach] >>> VALID @Epoch: 530  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0528 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0293
2023-09-22 17:00:49,006:	[Coach] >>> TEST  @Epoch: 530  >>> 
2023-09-22 17:00:50,304:	[Wall TIME] >>> ChiefCoach.train takes 1.297799 seconds ...
2023-09-22 17:00:50,370:	[Coach] >>> TRAIN @Epoch: 531  >>>  || LOSS Avg: 0.05560
2023-09-22 17:00:50,370:	[Coach] >>> VALID @Epoch: 531  >>> 
2023-09-22 17:00:50,370:	[Coach] >>> TEST  @Epoch: 531  >>> 
2023-09-22 17:00:51,559:	[Wall TIME] >>> ChiefCoach.train takes 1.188374 seconds ...
2023-09-22 17:00:51,631:	[Coach] >>> TRAIN @Epoch: 532  >>>  || LOSS Avg: 0.05512
2023-09-22 17:00:51,632:	[Coach] >>> VALID @Epoch: 532  >>> 
2023-09-22 17:00:51,632:	[Coach] >>> TEST  @Epoch: 532  >>> 
2023-09-22 17:00:52,873:	[Wall TIME] >>> ChiefCoach.train takes 1.240408 seconds ...
2023-09-22 17:00:52,991:	[Coach] >>> TRAIN @Epoch: 533  >>>  || LOSS Avg: 0.05504
2023-09-22 17:00:52,992:	[Coach] >>> VALID @Epoch: 533  >>> 
2023-09-22 17:00:52,992:	[Coach] >>> TEST  @Epoch: 533  >>> 
2023-09-22 17:00:54,156:	[Wall TIME] >>> ChiefCoach.train takes 1.162992 seconds ...
2023-09-22 17:00:54,217:	[Coach] >>> TRAIN @Epoch: 534  >>>  || LOSS Avg: 0.05471
2023-09-22 17:00:54,217:	[Coach] >>> VALID @Epoch: 534  >>> 
2023-09-22 17:00:54,217:	[Coach] >>> TEST  @Epoch: 534  >>> 
2023-09-22 17:00:55,417:	[Wall TIME] >>> ChiefCoach.train takes 1.199845 seconds ...
2023-09-22 17:00:56,318:	[Wall TIME] >>> ChiefCoach.valid takes 0.844372 seconds ...
2023-09-22 17:00:56,319:	[Coach] >>> TRAIN @Epoch: 535  >>>  || LOSS Avg: 0.05533
2023-09-22 17:00:56,319:	[Coach] >>> VALID @Epoch: 535  >>>  || HITRATE@1 Avg: 0.0122 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0294
2023-09-22 17:00:56,319:	[Coach] >>> TEST  @Epoch: 535  >>> 
2023-09-22 17:00:57,640:	[Wall TIME] >>> ChiefCoach.train takes 1.320411 seconds ...
2023-09-22 17:00:57,695:	[Coach] >>> TRAIN @Epoch: 536  >>>  || LOSS Avg: 0.05517
2023-09-22 17:00:57,696:	[Coach] >>> VALID @Epoch: 536  >>> 
2023-09-22 17:00:57,696:	[Coach] >>> TEST  @Epoch: 536  >>> 
2023-09-22 17:00:59,008:	[Wall TIME] >>> ChiefCoach.train takes 1.312171 seconds ...
2023-09-22 17:00:59,344:	[Coach] >>> TRAIN @Epoch: 537  >>>  || LOSS Avg: 0.05531
2023-09-22 17:00:59,344:	[Coach] >>> VALID @Epoch: 537  >>> 
2023-09-22 17:00:59,344:	[Coach] >>> TEST  @Epoch: 537  >>> 
2023-09-22 17:01:00,507:	[Wall TIME] >>> ChiefCoach.train takes 1.162657 seconds ...
2023-09-22 17:01:00,566:	[Coach] >>> TRAIN @Epoch: 538  >>>  || LOSS Avg: 0.05529
2023-09-22 17:01:00,566:	[Coach] >>> VALID @Epoch: 538  >>> 
2023-09-22 17:01:00,566:	[Coach] >>> TEST  @Epoch: 538  >>> 
2023-09-22 17:01:01,849:	[Wall TIME] >>> ChiefCoach.train takes 1.282964 seconds ...
2023-09-22 17:01:02,189:	[Coach] >>> TRAIN @Epoch: 539  >>>  || LOSS Avg: 0.05501
2023-09-22 17:01:02,189:	[Coach] >>> VALID @Epoch: 539  >>> 
2023-09-22 17:01:02,189:	[Coach] >>> TEST  @Epoch: 539  >>> 
2023-09-22 17:01:03,451:	[Wall TIME] >>> ChiefCoach.train takes 1.262250 seconds ...
2023-09-22 17:01:04,365:	[Wall TIME] >>> ChiefCoach.valid takes 0.839564 seconds ...
2023-09-22 17:01:04,365:	[Coach] >>> TRAIN @Epoch: 540  >>>  || LOSS Avg: 0.05503
2023-09-22 17:01:04,365:	[Coach] >>> VALID @Epoch: 540  >>>  || HITRATE@1 Avg: 0.0116 || HITRATE@5 Avg: 0.0352 || HITRATE@10 Avg: 0.0526 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0291
2023-09-22 17:01:04,365:	[Coach] >>> TEST  @Epoch: 540  >>> 
2023-09-22 17:01:05,595:	[Wall TIME] >>> ChiefCoach.train takes 1.229811 seconds ...
2023-09-22 17:01:05,669:	[Coach] >>> TRAIN @Epoch: 541  >>>  || LOSS Avg: 0.05485
2023-09-22 17:01:05,669:	[Coach] >>> VALID @Epoch: 541  >>> 
2023-09-22 17:01:05,669:	[Coach] >>> TEST  @Epoch: 541  >>> 
2023-09-22 17:01:07,034:	[Wall TIME] >>> ChiefCoach.train takes 1.364571 seconds ...
2023-09-22 17:01:07,098:	[Coach] >>> TRAIN @Epoch: 542  >>>  || LOSS Avg: 0.05551
2023-09-22 17:01:07,098:	[Coach] >>> VALID @Epoch: 542  >>> 
2023-09-22 17:01:07,099:	[Coach] >>> TEST  @Epoch: 542  >>> 
2023-09-22 17:01:08,408:	[Wall TIME] >>> ChiefCoach.train takes 1.309220 seconds ...
2023-09-22 17:01:08,467:	[Coach] >>> TRAIN @Epoch: 543  >>>  || LOSS Avg: 0.05505
2023-09-22 17:01:08,467:	[Coach] >>> VALID @Epoch: 543  >>> 
2023-09-22 17:01:08,467:	[Coach] >>> TEST  @Epoch: 543  >>> 
2023-09-22 17:01:09,641:	[Wall TIME] >>> ChiefCoach.train takes 1.174064 seconds ...
2023-09-22 17:01:09,703:	[Coach] >>> TRAIN @Epoch: 544  >>>  || LOSS Avg: 0.05539
2023-09-22 17:01:09,703:	[Coach] >>> VALID @Epoch: 544  >>> 
2023-09-22 17:01:09,703:	[Coach] >>> TEST  @Epoch: 544  >>> 
2023-09-22 17:01:10,887:	[Wall TIME] >>> ChiefCoach.train takes 1.183209 seconds ...
2023-09-22 17:01:11,842:	[Wall TIME] >>> ChiefCoach.valid takes 0.892388 seconds ...
2023-09-22 17:01:11,843:	[Coach] >>> TRAIN @Epoch: 545  >>>  || LOSS Avg: 0.05508
2023-09-22 17:01:11,843:	[Coach] >>> VALID @Epoch: 545  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0536 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0294
2023-09-22 17:01:11,843:	[Coach] >>> TEST  @Epoch: 545  >>> 
2023-09-22 17:01:13,042:	[Wall TIME] >>> ChiefCoach.train takes 1.198705 seconds ...
2023-09-22 17:01:13,164:	[Coach] >>> TRAIN @Epoch: 546  >>>  || LOSS Avg: 0.05461
2023-09-22 17:01:13,165:	[Coach] >>> VALID @Epoch: 546  >>> 
2023-09-22 17:01:13,165:	[Coach] >>> TEST  @Epoch: 546  >>> 
2023-09-22 17:01:14,524:	[Wall TIME] >>> ChiefCoach.train takes 1.359498 seconds ...
2023-09-22 17:01:14,596:	[Coach] >>> TRAIN @Epoch: 547  >>>  || LOSS Avg: 0.05480
2023-09-22 17:01:14,596:	[Coach] >>> VALID @Epoch: 547  >>> 
2023-09-22 17:01:14,596:	[Coach] >>> TEST  @Epoch: 547  >>> 
2023-09-22 17:01:15,864:	[Wall TIME] >>> ChiefCoach.train takes 1.267814 seconds ...
2023-09-22 17:01:15,923:	[Coach] >>> TRAIN @Epoch: 548  >>>  || LOSS Avg: 0.05530
2023-09-22 17:01:15,923:	[Coach] >>> VALID @Epoch: 548  >>> 
2023-09-22 17:01:15,923:	[Coach] >>> TEST  @Epoch: 548  >>> 
2023-09-22 17:01:17,132:	[Wall TIME] >>> ChiefCoach.train takes 1.209076 seconds ...
2023-09-22 17:01:17,318:	[Coach] >>> TRAIN @Epoch: 549  >>>  || LOSS Avg: 0.05500
2023-09-22 17:01:17,318:	[Coach] >>> VALID @Epoch: 549  >>> 
2023-09-22 17:01:17,318:	[Coach] >>> TEST  @Epoch: 549  >>> 
2023-09-22 17:01:18,624:	[Wall TIME] >>> ChiefCoach.train takes 1.305101 seconds ...
2023-09-22 17:01:19,501:	[Wall TIME] >>> ChiefCoach.valid takes 0.813373 seconds ...
2023-09-22 17:01:19,502:	[Coach] >>> TRAIN @Epoch: 550  >>>  || LOSS Avg: 0.05512
2023-09-22 17:01:19,502:	[Coach] >>> VALID @Epoch: 550  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0354 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0294
2023-09-22 17:01:19,502:	[Coach] >>> TEST  @Epoch: 550  >>> 
2023-09-22 17:01:21,133:	[Wall TIME] >>> ChiefCoach.train takes 1.630895 seconds ...
2023-09-22 17:01:21,194:	[Coach] >>> TRAIN @Epoch: 551  >>>  || LOSS Avg: 0.05480
2023-09-22 17:01:21,194:	[Coach] >>> VALID @Epoch: 551  >>> 
2023-09-22 17:01:21,194:	[Coach] >>> TEST  @Epoch: 551  >>> 
2023-09-22 17:01:22,625:	[Wall TIME] >>> ChiefCoach.train takes 1.430705 seconds ...
2023-09-22 17:01:22,685:	[Coach] >>> TRAIN @Epoch: 552  >>>  || LOSS Avg: 0.05495
2023-09-22 17:01:22,686:	[Coach] >>> VALID @Epoch: 552  >>> 
2023-09-22 17:01:22,686:	[Coach] >>> TEST  @Epoch: 552  >>> 
2023-09-22 17:01:24,312:	[Wall TIME] >>> ChiefCoach.train takes 1.626233 seconds ...
2023-09-22 17:01:24,372:	[Coach] >>> TRAIN @Epoch: 553  >>>  || LOSS Avg: 0.05509
2023-09-22 17:01:24,373:	[Coach] >>> VALID @Epoch: 553  >>> 
2023-09-22 17:01:24,373:	[Coach] >>> TEST  @Epoch: 553  >>> 
2023-09-22 17:01:26,021:	[Wall TIME] >>> ChiefCoach.train takes 1.648075 seconds ...
2023-09-22 17:01:26,103:	[Coach] >>> TRAIN @Epoch: 554  >>>  || LOSS Avg: 0.05511
2023-09-22 17:01:26,103:	[Coach] >>> VALID @Epoch: 554  >>> 
2023-09-22 17:01:26,104:	[Coach] >>> TEST  @Epoch: 554  >>> 
2023-09-22 17:01:27,526:	[Wall TIME] >>> ChiefCoach.train takes 1.422662 seconds ...
2023-09-22 17:01:28,488:	[Wall TIME] >>> ChiefCoach.valid takes 0.894758 seconds ...
2023-09-22 17:01:28,488:	[Coach] >>> Better ***NDCG@10*** of ***0.0295*** 
2023-09-22 17:01:28,508:	[Coach] >>> TRAIN @Epoch: 555  >>>  || LOSS Avg: 0.05563
2023-09-22 17:01:28,508:	[Coach] >>> VALID @Epoch: 555  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0355 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0295
2023-09-22 17:01:28,508:	[Coach] >>> TEST  @Epoch: 555  >>> 
2023-09-22 17:01:30,182:	[Wall TIME] >>> ChiefCoach.train takes 1.673874 seconds ...
2023-09-22 17:01:30,243:	[Coach] >>> TRAIN @Epoch: 556  >>>  || LOSS Avg: 0.05525
2023-09-22 17:01:30,243:	[Coach] >>> VALID @Epoch: 556  >>> 
2023-09-22 17:01:30,243:	[Coach] >>> TEST  @Epoch: 556  >>> 
2023-09-22 17:01:31,760:	[Wall TIME] >>> ChiefCoach.train takes 1.516925 seconds ...
2023-09-22 17:01:31,823:	[Coach] >>> TRAIN @Epoch: 557  >>>  || LOSS Avg: 0.05479
2023-09-22 17:01:31,823:	[Coach] >>> VALID @Epoch: 557  >>> 
2023-09-22 17:01:31,823:	[Coach] >>> TEST  @Epoch: 557  >>> 
2023-09-22 17:01:33,168:	[Wall TIME] >>> ChiefCoach.train takes 1.344541 seconds ...
2023-09-22 17:01:33,225:	[Coach] >>> TRAIN @Epoch: 558  >>>  || LOSS Avg: 0.05483
2023-09-22 17:01:33,225:	[Coach] >>> VALID @Epoch: 558  >>> 
2023-09-22 17:01:33,225:	[Coach] >>> TEST  @Epoch: 558  >>> 
2023-09-22 17:01:34,644:	[Wall TIME] >>> ChiefCoach.train takes 1.418329 seconds ...
2023-09-22 17:01:34,822:	[Coach] >>> TRAIN @Epoch: 559  >>>  || LOSS Avg: 0.05465
2023-09-22 17:01:34,822:	[Coach] >>> VALID @Epoch: 559  >>> 
2023-09-22 17:01:34,822:	[Coach] >>> TEST  @Epoch: 559  >>> 
2023-09-22 17:01:36,223:	[Wall TIME] >>> ChiefCoach.train takes 1.400066 seconds ...
2023-09-22 17:01:37,103:	[Wall TIME] >>> ChiefCoach.valid takes 0.811982 seconds ...
2023-09-22 17:01:37,103:	[Coach] >>> TRAIN @Epoch: 560  >>>  || LOSS Avg: 0.05470
2023-09-22 17:01:37,103:	[Coach] >>> VALID @Epoch: 560  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0531 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0293
2023-09-22 17:01:37,103:	[Coach] >>> TEST  @Epoch: 560  >>> 
2023-09-22 17:01:38,661:	[Wall TIME] >>> ChiefCoach.train takes 1.557181 seconds ...
2023-09-22 17:01:38,719:	[Coach] >>> TRAIN @Epoch: 561  >>>  || LOSS Avg: 0.05498
2023-09-22 17:01:38,719:	[Coach] >>> VALID @Epoch: 561  >>> 
2023-09-22 17:01:38,719:	[Coach] >>> TEST  @Epoch: 561  >>> 
2023-09-22 17:01:40,367:	[Wall TIME] >>> ChiefCoach.train takes 1.647225 seconds ...
2023-09-22 17:01:40,434:	[Coach] >>> TRAIN @Epoch: 562  >>>  || LOSS Avg: 0.05470
2023-09-22 17:01:40,434:	[Coach] >>> VALID @Epoch: 562  >>> 
2023-09-22 17:01:40,434:	[Coach] >>> TEST  @Epoch: 562  >>> 
2023-09-22 17:01:41,967:	[Wall TIME] >>> ChiefCoach.train takes 1.532439 seconds ...
2023-09-22 17:01:42,029:	[Coach] >>> TRAIN @Epoch: 563  >>>  || LOSS Avg: 0.05482
2023-09-22 17:01:42,030:	[Coach] >>> VALID @Epoch: 563  >>> 
2023-09-22 17:01:42,030:	[Coach] >>> TEST  @Epoch: 563  >>> 
2023-09-22 17:01:44,056:	[Wall TIME] >>> ChiefCoach.train takes 2.026311 seconds ...
2023-09-22 17:01:44,111:	[Coach] >>> TRAIN @Epoch: 564  >>>  || LOSS Avg: 0.05500
2023-09-22 17:01:44,111:	[Coach] >>> VALID @Epoch: 564  >>> 
2023-09-22 17:01:44,111:	[Coach] >>> TEST  @Epoch: 564  >>> 
2023-09-22 17:01:45,658:	[Wall TIME] >>> ChiefCoach.train takes 1.546340 seconds ...
2023-09-22 17:01:46,602:	[Wall TIME] >>> ChiefCoach.valid takes 0.854198 seconds ...
2023-09-22 17:01:46,602:	[Coach] >>> TRAIN @Epoch: 565  >>>  || LOSS Avg: 0.05486
2023-09-22 17:01:46,602:	[Coach] >>> VALID @Epoch: 565  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0530 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0291
2023-09-22 17:01:46,603:	[Coach] >>> TEST  @Epoch: 565  >>> 
2023-09-22 17:01:48,261:	[Wall TIME] >>> ChiefCoach.train takes 1.658063 seconds ...
2023-09-22 17:01:48,321:	[Coach] >>> TRAIN @Epoch: 566  >>>  || LOSS Avg: 0.05455
2023-09-22 17:01:48,321:	[Coach] >>> VALID @Epoch: 566  >>> 
2023-09-22 17:01:48,321:	[Coach] >>> TEST  @Epoch: 566  >>> 
2023-09-22 17:01:49,930:	[Wall TIME] >>> ChiefCoach.train takes 1.608303 seconds ...
2023-09-22 17:01:49,990:	[Coach] >>> TRAIN @Epoch: 567  >>>  || LOSS Avg: 0.05509
2023-09-22 17:01:49,991:	[Coach] >>> VALID @Epoch: 567  >>> 
2023-09-22 17:01:49,991:	[Coach] >>> TEST  @Epoch: 567  >>> 
2023-09-22 17:01:51,452:	[Wall TIME] >>> ChiefCoach.train takes 1.461333 seconds ...
2023-09-22 17:01:51,523:	[Coach] >>> TRAIN @Epoch: 568  >>>  || LOSS Avg: 0.05452
2023-09-22 17:01:51,524:	[Coach] >>> VALID @Epoch: 568  >>> 
2023-09-22 17:01:51,524:	[Coach] >>> TEST  @Epoch: 568  >>> 
2023-09-22 17:01:52,996:	[Wall TIME] >>> ChiefCoach.train takes 1.472598 seconds ...
2023-09-22 17:01:53,053:	[Coach] >>> TRAIN @Epoch: 569  >>>  || LOSS Avg: 0.05501
2023-09-22 17:01:53,054:	[Coach] >>> VALID @Epoch: 569  >>> 
2023-09-22 17:01:53,054:	[Coach] >>> TEST  @Epoch: 569  >>> 
2023-09-22 17:01:54,638:	[Wall TIME] >>> ChiefCoach.train takes 1.584125 seconds ...
2023-09-22 17:01:55,648:	[Wall TIME] >>> ChiefCoach.valid takes 0.941692 seconds ...
2023-09-22 17:01:55,649:	[Coach] >>> Better ***NDCG@10*** of ***0.0296*** 
2023-09-22 17:01:55,680:	[Coach] >>> TRAIN @Epoch: 570  >>>  || LOSS Avg: 0.05493
2023-09-22 17:01:55,681:	[Coach] >>> VALID @Epoch: 570  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0536 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0296
2023-09-22 17:01:55,681:	[Coach] >>> TEST  @Epoch: 570  >>> 
2023-09-22 17:01:57,089:	[Wall TIME] >>> ChiefCoach.train takes 1.408602 seconds ...
2023-09-22 17:01:57,390:	[Coach] >>> TRAIN @Epoch: 571  >>>  || LOSS Avg: 0.05530
2023-09-22 17:01:57,390:	[Coach] >>> VALID @Epoch: 571  >>> 
2023-09-22 17:01:57,390:	[Coach] >>> TEST  @Epoch: 571  >>> 
2023-09-22 17:01:58,835:	[Wall TIME] >>> ChiefCoach.train takes 1.444230 seconds ...
2023-09-22 17:01:58,918:	[Coach] >>> TRAIN @Epoch: 572  >>>  || LOSS Avg: 0.05468
2023-09-22 17:01:58,918:	[Coach] >>> VALID @Epoch: 572  >>> 
2023-09-22 17:01:58,918:	[Coach] >>> TEST  @Epoch: 572  >>> 
2023-09-22 17:02:00,294:	[Wall TIME] >>> ChiefCoach.train takes 1.375642 seconds ...
2023-09-22 17:02:00,353:	[Coach] >>> TRAIN @Epoch: 573  >>>  || LOSS Avg: 0.05514
2023-09-22 17:02:00,353:	[Coach] >>> VALID @Epoch: 573  >>> 
2023-09-22 17:02:00,353:	[Coach] >>> TEST  @Epoch: 573  >>> 
2023-09-22 17:02:01,799:	[Wall TIME] >>> ChiefCoach.train takes 1.445445 seconds ...
2023-09-22 17:02:01,863:	[Coach] >>> TRAIN @Epoch: 574  >>>  || LOSS Avg: 0.05479
2023-09-22 17:02:01,863:	[Coach] >>> VALID @Epoch: 574  >>> 
2023-09-22 17:02:01,863:	[Coach] >>> TEST  @Epoch: 574  >>> 
2023-09-22 17:02:03,538:	[Wall TIME] >>> ChiefCoach.train takes 1.674657 seconds ...
2023-09-22 17:02:04,428:	[Wall TIME] >>> ChiefCoach.valid takes 0.820575 seconds ...
2023-09-22 17:02:04,429:	[Coach] >>> TRAIN @Epoch: 575  >>>  || LOSS Avg: 0.05469
2023-09-22 17:02:04,429:	[Coach] >>> VALID @Epoch: 575  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0535 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0294
2023-09-22 17:02:04,429:	[Coach] >>> TEST  @Epoch: 575  >>> 
2023-09-22 17:02:06,046:	[Wall TIME] >>> ChiefCoach.train takes 1.616603 seconds ...
2023-09-22 17:02:06,104:	[Coach] >>> TRAIN @Epoch: 576  >>>  || LOSS Avg: 0.05479
2023-09-22 17:02:06,104:	[Coach] >>> VALID @Epoch: 576  >>> 
2023-09-22 17:02:06,104:	[Coach] >>> TEST  @Epoch: 576  >>> 
2023-09-22 17:02:07,757:	[Wall TIME] >>> ChiefCoach.train takes 1.652503 seconds ...
2023-09-22 17:02:07,966:	[Coach] >>> TRAIN @Epoch: 577  >>>  || LOSS Avg: 0.05427
2023-09-22 17:02:07,966:	[Coach] >>> VALID @Epoch: 577  >>> 
2023-09-22 17:02:07,966:	[Coach] >>> TEST  @Epoch: 577  >>> 
2023-09-22 17:02:09,539:	[Wall TIME] >>> ChiefCoach.train takes 1.572497 seconds ...
2023-09-22 17:02:09,597:	[Coach] >>> TRAIN @Epoch: 578  >>>  || LOSS Avg: 0.05483
2023-09-22 17:02:09,597:	[Coach] >>> VALID @Epoch: 578  >>> 
2023-09-22 17:02:09,597:	[Coach] >>> TEST  @Epoch: 578  >>> 
2023-09-22 17:02:10,974:	[Wall TIME] >>> ChiefCoach.train takes 1.376939 seconds ...
2023-09-22 17:02:11,042:	[Coach] >>> TRAIN @Epoch: 579  >>>  || LOSS Avg: 0.05489
2023-09-22 17:02:11,042:	[Coach] >>> VALID @Epoch: 579  >>> 
2023-09-22 17:02:11,042:	[Coach] >>> TEST  @Epoch: 579  >>> 
2023-09-22 17:02:12,551:	[Wall TIME] >>> ChiefCoach.train takes 1.508598 seconds ...
2023-09-22 17:02:13,443:	[Wall TIME] >>> ChiefCoach.valid takes 0.836662 seconds ...
2023-09-22 17:02:13,445:	[Coach] >>> TRAIN @Epoch: 580  >>>  || LOSS Avg: 0.05468
2023-09-22 17:02:13,445:	[Coach] >>> VALID @Epoch: 580  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0348 || HITRATE@10 Avg: 0.0527 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0291
2023-09-22 17:02:13,445:	[Coach] >>> TEST  @Epoch: 580  >>> 
2023-09-22 17:02:15,233:	[Wall TIME] >>> ChiefCoach.train takes 1.787594 seconds ...
2023-09-22 17:02:15,307:	[Coach] >>> TRAIN @Epoch: 581  >>>  || LOSS Avg: 0.05453
2023-09-22 17:02:15,307:	[Coach] >>> VALID @Epoch: 581  >>> 
2023-09-22 17:02:15,307:	[Coach] >>> TEST  @Epoch: 581  >>> 
2023-09-22 17:02:16,790:	[Wall TIME] >>> ChiefCoach.train takes 1.482627 seconds ...
2023-09-22 17:02:16,898:	[Coach] >>> TRAIN @Epoch: 582  >>>  || LOSS Avg: 0.05488
2023-09-22 17:02:16,898:	[Coach] >>> VALID @Epoch: 582  >>> 
2023-09-22 17:02:16,898:	[Coach] >>> TEST  @Epoch: 582  >>> 
2023-09-22 17:02:18,523:	[Wall TIME] >>> ChiefCoach.train takes 1.624902 seconds ...
2023-09-22 17:02:18,775:	[Coach] >>> TRAIN @Epoch: 583  >>>  || LOSS Avg: 0.05477
2023-09-22 17:02:18,775:	[Coach] >>> VALID @Epoch: 583  >>> 
2023-09-22 17:02:18,775:	[Coach] >>> TEST  @Epoch: 583  >>> 
2023-09-22 17:02:20,194:	[Wall TIME] >>> ChiefCoach.train takes 1.419325 seconds ...
2023-09-22 17:02:20,277:	[Coach] >>> TRAIN @Epoch: 584  >>>  || LOSS Avg: 0.05476
2023-09-22 17:02:20,278:	[Coach] >>> VALID @Epoch: 584  >>> 
2023-09-22 17:02:20,278:	[Coach] >>> TEST  @Epoch: 584  >>> 
2023-09-22 17:02:21,699:	[Wall TIME] >>> ChiefCoach.train takes 1.420115 seconds ...
2023-09-22 17:02:22,938:	[Wall TIME] >>> ChiefCoach.valid takes 0.823012 seconds ...
2023-09-22 17:02:22,939:	[Coach] >>> TRAIN @Epoch: 585  >>>  || LOSS Avg: 0.05487
2023-09-22 17:02:22,939:	[Coach] >>> VALID @Epoch: 585  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0352 || HITRATE@10 Avg: 0.0527 || NDCG@5 Avg: 0.0235 || NDCG@10 Avg: 0.0292
2023-09-22 17:02:22,939:	[Coach] >>> TEST  @Epoch: 585  >>> 
2023-09-22 17:02:24,487:	[Wall TIME] >>> ChiefCoach.train takes 1.548160 seconds ...
2023-09-22 17:02:24,546:	[Coach] >>> TRAIN @Epoch: 586  >>>  || LOSS Avg: 0.05461
2023-09-22 17:02:24,546:	[Coach] >>> VALID @Epoch: 586  >>> 
2023-09-22 17:02:24,547:	[Coach] >>> TEST  @Epoch: 586  >>> 
2023-09-22 17:02:25,875:	[Wall TIME] >>> ChiefCoach.train takes 1.328664 seconds ...
2023-09-22 17:02:26,235:	[Coach] >>> TRAIN @Epoch: 587  >>>  || LOSS Avg: 0.05461
2023-09-22 17:02:26,235:	[Coach] >>> VALID @Epoch: 587  >>> 
2023-09-22 17:02:26,235:	[Coach] >>> TEST  @Epoch: 587  >>> 
2023-09-22 17:02:27,619:	[Wall TIME] >>> ChiefCoach.train takes 1.383662 seconds ...
2023-09-22 17:02:27,993:	[Coach] >>> TRAIN @Epoch: 588  >>>  || LOSS Avg: 0.05471
2023-09-22 17:02:27,994:	[Coach] >>> VALID @Epoch: 588  >>> 
2023-09-22 17:02:27,994:	[Coach] >>> TEST  @Epoch: 588  >>> 
2023-09-22 17:02:29,413:	[Wall TIME] >>> ChiefCoach.train takes 1.418658 seconds ...
2023-09-22 17:02:29,489:	[Coach] >>> TRAIN @Epoch: 589  >>>  || LOSS Avg: 0.05523
2023-09-22 17:02:29,489:	[Coach] >>> VALID @Epoch: 589  >>> 
2023-09-22 17:02:29,489:	[Coach] >>> TEST  @Epoch: 589  >>> 
2023-09-22 17:02:31,055:	[Wall TIME] >>> ChiefCoach.train takes 1.565789 seconds ...
2023-09-22 17:02:31,975:	[Wall TIME] >>> ChiefCoach.valid takes 0.853987 seconds ...
2023-09-22 17:02:31,975:	[Coach] >>> TRAIN @Epoch: 590  >>>  || LOSS Avg: 0.05454
2023-09-22 17:02:31,976:	[Coach] >>> VALID @Epoch: 590  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0351 || HITRATE@10 Avg: 0.0532 || NDCG@5 Avg: 0.0233 || NDCG@10 Avg: 0.0291
2023-09-22 17:02:31,976:	[Coach] >>> TEST  @Epoch: 590  >>> 
2023-09-22 17:02:33,448:	[Wall TIME] >>> ChiefCoach.train takes 1.472341 seconds ...
2023-09-22 17:02:33,509:	[Coach] >>> TRAIN @Epoch: 591  >>>  || LOSS Avg: 0.05463
2023-09-22 17:02:33,509:	[Coach] >>> VALID @Epoch: 591  >>> 
2023-09-22 17:02:33,509:	[Coach] >>> TEST  @Epoch: 591  >>> 
2023-09-22 17:02:35,051:	[Wall TIME] >>> ChiefCoach.train takes 1.541712 seconds ...
2023-09-22 17:02:35,109:	[Coach] >>> TRAIN @Epoch: 592  >>>  || LOSS Avg: 0.05463
2023-09-22 17:02:35,110:	[Coach] >>> VALID @Epoch: 592  >>> 
2023-09-22 17:02:35,110:	[Coach] >>> TEST  @Epoch: 592  >>> 
2023-09-22 17:02:36,680:	[Wall TIME] >>> ChiefCoach.train takes 1.570204 seconds ...
2023-09-22 17:02:36,743:	[Coach] >>> TRAIN @Epoch: 593  >>>  || LOSS Avg: 0.05492
2023-09-22 17:02:36,744:	[Coach] >>> VALID @Epoch: 593  >>> 
2023-09-22 17:02:36,744:	[Coach] >>> TEST  @Epoch: 593  >>> 
2023-09-22 17:02:38,291:	[Wall TIME] >>> ChiefCoach.train takes 1.547473 seconds ...
2023-09-22 17:02:38,350:	[Coach] >>> TRAIN @Epoch: 594  >>>  || LOSS Avg: 0.05486
2023-09-22 17:02:38,350:	[Coach] >>> VALID @Epoch: 594  >>> 
2023-09-22 17:02:38,351:	[Coach] >>> TEST  @Epoch: 594  >>> 
2023-09-22 17:02:39,865:	[Wall TIME] >>> ChiefCoach.train takes 1.514686 seconds ...
2023-09-22 17:02:40,931:	[Wall TIME] >>> ChiefCoach.valid takes 0.872404 seconds ...
2023-09-22 17:02:40,932:	[Coach] >>> Better ***NDCG@10*** of ***0.0296*** 
2023-09-22 17:02:40,954:	[Coach] >>> TRAIN @Epoch: 595  >>>  || LOSS Avg: 0.05475
2023-09-22 17:02:40,954:	[Coach] >>> VALID @Epoch: 595  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0354 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0235 || NDCG@10 Avg: 0.0296
2023-09-22 17:02:40,954:	[Coach] >>> TEST  @Epoch: 595  >>> 
2023-09-22 17:02:42,522:	[Wall TIME] >>> ChiefCoach.train takes 1.567221 seconds ...
2023-09-22 17:02:42,596:	[Coach] >>> TRAIN @Epoch: 596  >>>  || LOSS Avg: 0.05457
2023-09-22 17:02:42,596:	[Coach] >>> VALID @Epoch: 596  >>> 
2023-09-22 17:02:42,597:	[Coach] >>> TEST  @Epoch: 596  >>> 
2023-09-22 17:02:44,342:	[Wall TIME] >>> ChiefCoach.train takes 1.745301 seconds ...
2023-09-22 17:02:44,397:	[Coach] >>> TRAIN @Epoch: 597  >>>  || LOSS Avg: 0.05461
2023-09-22 17:02:44,397:	[Coach] >>> VALID @Epoch: 597  >>> 
2023-09-22 17:02:44,397:	[Coach] >>> TEST  @Epoch: 597  >>> 
2023-09-22 17:02:45,822:	[Wall TIME] >>> ChiefCoach.train takes 1.424856 seconds ...
2023-09-22 17:02:45,877:	[Coach] >>> TRAIN @Epoch: 598  >>>  || LOSS Avg: 0.05464
2023-09-22 17:02:45,878:	[Coach] >>> VALID @Epoch: 598  >>> 
2023-09-22 17:02:45,878:	[Coach] >>> TEST  @Epoch: 598  >>> 
2023-09-22 17:02:47,252:	[Wall TIME] >>> ChiefCoach.train takes 1.374113 seconds ...
2023-09-22 17:02:47,500:	[Coach] >>> TRAIN @Epoch: 599  >>>  || LOSS Avg: 0.05434
2023-09-22 17:02:47,500:	[Coach] >>> VALID @Epoch: 599  >>> 
2023-09-22 17:02:47,500:	[Coach] >>> TEST  @Epoch: 599  >>> 
2023-09-22 17:02:49,043:	[Wall TIME] >>> ChiefCoach.train takes 1.542987 seconds ...
2023-09-22 17:02:49,926:	[Wall TIME] >>> ChiefCoach.valid takes 0.827317 seconds ...
2023-09-22 17:02:49,926:	[Coach] >>> Better ***NDCG@10*** of ***0.0296*** 
2023-09-22 17:02:49,946:	[Coach] >>> TRAIN @Epoch: 600  >>>  || LOSS Avg: 0.05416
2023-09-22 17:02:49,947:	[Coach] >>> VALID @Epoch: 600  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0346 || HITRATE@10 Avg: 0.0545 || NDCG@5 Avg: 0.0232 || NDCG@10 Avg: 0.0296
2023-09-22 17:02:49,947:	[Coach] >>> TEST  @Epoch: 600  >>> 
2023-09-22 17:02:51,349:	[Wall TIME] >>> ChiefCoach.train takes 1.402468 seconds ...
2023-09-22 17:02:51,407:	[Coach] >>> TRAIN @Epoch: 601  >>>  || LOSS Avg: 0.05485
2023-09-22 17:02:51,407:	[Coach] >>> VALID @Epoch: 601  >>> 
2023-09-22 17:02:51,407:	[Coach] >>> TEST  @Epoch: 601  >>> 
2023-09-22 17:02:52,871:	[Wall TIME] >>> ChiefCoach.train takes 1.463906 seconds ...
2023-09-22 17:02:52,925:	[Coach] >>> TRAIN @Epoch: 602  >>>  || LOSS Avg: 0.05454
2023-09-22 17:02:52,925:	[Coach] >>> VALID @Epoch: 602  >>> 
2023-09-22 17:02:52,925:	[Coach] >>> TEST  @Epoch: 602  >>> 
2023-09-22 17:02:54,453:	[Wall TIME] >>> ChiefCoach.train takes 1.527830 seconds ...
2023-09-22 17:02:54,508:	[Coach] >>> TRAIN @Epoch: 603  >>>  || LOSS Avg: 0.05441
2023-09-22 17:02:54,509:	[Coach] >>> VALID @Epoch: 603  >>> 
2023-09-22 17:02:54,509:	[Coach] >>> TEST  @Epoch: 603  >>> 
2023-09-22 17:02:56,025:	[Wall TIME] >>> ChiefCoach.train takes 1.515890 seconds ...
2023-09-22 17:02:56,194:	[Coach] >>> TRAIN @Epoch: 604  >>>  || LOSS Avg: 0.05455
2023-09-22 17:02:56,194:	[Coach] >>> VALID @Epoch: 604  >>> 
2023-09-22 17:02:56,195:	[Coach] >>> TEST  @Epoch: 604  >>> 
2023-09-22 17:02:57,710:	[Wall TIME] >>> ChiefCoach.train takes 1.515542 seconds ...
2023-09-22 17:02:58,695:	[Wall TIME] >>> ChiefCoach.valid takes 0.915781 seconds ...
2023-09-22 17:02:58,696:	[Coach] >>> TRAIN @Epoch: 605  >>>  || LOSS Avg: 0.05451
2023-09-22 17:02:58,696:	[Coach] >>> VALID @Epoch: 605  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0350 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0233 || NDCG@10 Avg: 0.0294
2023-09-22 17:02:58,696:	[Coach] >>> TEST  @Epoch: 605  >>> 
2023-09-22 17:03:00,080:	[Wall TIME] >>> ChiefCoach.train takes 1.384076 seconds ...
2023-09-22 17:03:00,140:	[Coach] >>> TRAIN @Epoch: 606  >>>  || LOSS Avg: 0.05462
2023-09-22 17:03:00,140:	[Coach] >>> VALID @Epoch: 606  >>> 
2023-09-22 17:03:00,140:	[Coach] >>> TEST  @Epoch: 606  >>> 
2023-09-22 17:03:01,779:	[Wall TIME] >>> ChiefCoach.train takes 1.638498 seconds ...
2023-09-22 17:03:01,848:	[Coach] >>> TRAIN @Epoch: 607  >>>  || LOSS Avg: 0.05436
2023-09-22 17:03:01,849:	[Coach] >>> VALID @Epoch: 607  >>> 
2023-09-22 17:03:01,849:	[Coach] >>> TEST  @Epoch: 607  >>> 
2023-09-22 17:03:03,515:	[Wall TIME] >>> ChiefCoach.train takes 1.666001 seconds ...
2023-09-22 17:03:03,628:	[Coach] >>> TRAIN @Epoch: 608  >>>  || LOSS Avg: 0.05457
2023-09-22 17:03:03,628:	[Coach] >>> VALID @Epoch: 608  >>> 
2023-09-22 17:03:03,629:	[Coach] >>> TEST  @Epoch: 608  >>> 
2023-09-22 17:03:05,152:	[Wall TIME] >>> ChiefCoach.train takes 1.523367 seconds ...
2023-09-22 17:03:05,211:	[Coach] >>> TRAIN @Epoch: 609  >>>  || LOSS Avg: 0.05456
2023-09-22 17:03:05,212:	[Coach] >>> VALID @Epoch: 609  >>> 
2023-09-22 17:03:05,212:	[Coach] >>> TEST  @Epoch: 609  >>> 
2023-09-22 17:03:06,878:	[Wall TIME] >>> ChiefCoach.train takes 1.666181 seconds ...
2023-09-22 17:03:07,865:	[Wall TIME] >>> ChiefCoach.valid takes 0.929149 seconds ...
2023-09-22 17:03:07,865:	[Coach] >>> TRAIN @Epoch: 610  >>>  || LOSS Avg: 0.05459
2023-09-22 17:03:07,866:	[Coach] >>> VALID @Epoch: 610  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0352 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0296
2023-09-22 17:03:07,866:	[Coach] >>> TEST  @Epoch: 610  >>> 
2023-09-22 17:03:09,441:	[Wall TIME] >>> ChiefCoach.train takes 1.574930 seconds ...
2023-09-22 17:03:09,498:	[Coach] >>> TRAIN @Epoch: 611  >>>  || LOSS Avg: 0.05423
2023-09-22 17:03:09,499:	[Coach] >>> VALID @Epoch: 611  >>> 
2023-09-22 17:03:09,499:	[Coach] >>> TEST  @Epoch: 611  >>> 
2023-09-22 17:03:11,356:	[Wall TIME] >>> ChiefCoach.train takes 1.857355 seconds ...
2023-09-22 17:03:11,433:	[Coach] >>> TRAIN @Epoch: 612  >>>  || LOSS Avg: 0.05466
2023-09-22 17:03:11,433:	[Coach] >>> VALID @Epoch: 612  >>> 
2023-09-22 17:03:11,434:	[Coach] >>> TEST  @Epoch: 612  >>> 
2023-09-22 17:03:13,079:	[Wall TIME] >>> ChiefCoach.train takes 1.645514 seconds ...
2023-09-22 17:03:13,132:	[Coach] >>> TRAIN @Epoch: 613  >>>  || LOSS Avg: 0.05423
2023-09-22 17:03:13,133:	[Coach] >>> VALID @Epoch: 613  >>> 
2023-09-22 17:03:13,133:	[Coach] >>> TEST  @Epoch: 613  >>> 
2023-09-22 17:03:14,810:	[Wall TIME] >>> ChiefCoach.train takes 1.677328 seconds ...
2023-09-22 17:03:14,879:	[Coach] >>> TRAIN @Epoch: 614  >>>  || LOSS Avg: 0.05432
2023-09-22 17:03:14,879:	[Coach] >>> VALID @Epoch: 614  >>> 
2023-09-22 17:03:14,879:	[Coach] >>> TEST  @Epoch: 614  >>> 
2023-09-22 17:03:16,446:	[Wall TIME] >>> ChiefCoach.train takes 1.566957 seconds ...
2023-09-22 17:03:17,789:	[Wall TIME] >>> ChiefCoach.valid takes 0.883710 seconds ...
2023-09-22 17:03:17,790:	[Coach] >>> Better ***NDCG@10*** of ***0.0296*** 
2023-09-22 17:03:17,810:	[Coach] >>> TRAIN @Epoch: 615  >>>  || LOSS Avg: 0.05456
2023-09-22 17:03:17,811:	[Coach] >>> VALID @Epoch: 615  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0538 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0296
2023-09-22 17:03:17,811:	[Coach] >>> TEST  @Epoch: 615  >>> 
2023-09-22 17:03:19,332:	[Wall TIME] >>> ChiefCoach.train takes 1.521009 seconds ...
2023-09-22 17:03:19,403:	[Coach] >>> TRAIN @Epoch: 616  >>>  || LOSS Avg: 0.05416
2023-09-22 17:03:19,403:	[Coach] >>> VALID @Epoch: 616  >>> 
2023-09-22 17:03:19,403:	[Coach] >>> TEST  @Epoch: 616  >>> 
2023-09-22 17:03:21,249:	[Wall TIME] >>> ChiefCoach.train takes 1.845635 seconds ...
2023-09-22 17:03:21,312:	[Coach] >>> TRAIN @Epoch: 617  >>>  || LOSS Avg: 0.05408
2023-09-22 17:03:21,313:	[Coach] >>> VALID @Epoch: 617  >>> 
2023-09-22 17:03:21,313:	[Coach] >>> TEST  @Epoch: 617  >>> 
2023-09-22 17:03:22,743:	[Wall TIME] >>> ChiefCoach.train takes 1.430155 seconds ...
2023-09-22 17:03:22,800:	[Coach] >>> TRAIN @Epoch: 618  >>>  || LOSS Avg: 0.05444
2023-09-22 17:03:22,801:	[Coach] >>> VALID @Epoch: 618  >>> 
2023-09-22 17:03:22,801:	[Coach] >>> TEST  @Epoch: 618  >>> 
2023-09-22 17:03:24,295:	[Wall TIME] >>> ChiefCoach.train takes 1.493732 seconds ...
2023-09-22 17:03:24,373:	[Coach] >>> TRAIN @Epoch: 619  >>>  || LOSS Avg: 0.05435
2023-09-22 17:03:24,373:	[Coach] >>> VALID @Epoch: 619  >>> 
2023-09-22 17:03:24,373:	[Coach] >>> TEST  @Epoch: 619  >>> 
2023-09-22 17:03:25,810:	[Wall TIME] >>> ChiefCoach.train takes 1.436579 seconds ...
2023-09-22 17:03:26,807:	[Wall TIME] >>> ChiefCoach.valid takes 0.943946 seconds ...
2023-09-22 17:03:26,807:	[Coach] >>> Better ***NDCG@10*** of ***0.0297*** 
2023-09-22 17:03:26,826:	[Coach] >>> TRAIN @Epoch: 620  >>>  || LOSS Avg: 0.05449
2023-09-22 17:03:26,826:	[Coach] >>> VALID @Epoch: 620  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0359 || HITRATE@10 Avg: 0.0541 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0297
2023-09-22 17:03:26,826:	[Coach] >>> TEST  @Epoch: 620  >>> 
2023-09-22 17:03:28,365:	[Wall TIME] >>> ChiefCoach.train takes 1.538941 seconds ...
2023-09-22 17:03:28,512:	[Coach] >>> TRAIN @Epoch: 621  >>>  || LOSS Avg: 0.05441
2023-09-22 17:03:28,512:	[Coach] >>> VALID @Epoch: 621  >>> 
2023-09-22 17:03:28,512:	[Coach] >>> TEST  @Epoch: 621  >>> 
2023-09-22 17:03:30,044:	[Wall TIME] >>> ChiefCoach.train takes 1.531689 seconds ...
2023-09-22 17:03:30,103:	[Coach] >>> TRAIN @Epoch: 622  >>>  || LOSS Avg: 0.05411
2023-09-22 17:03:30,103:	[Coach] >>> VALID @Epoch: 622  >>> 
2023-09-22 17:03:30,103:	[Coach] >>> TEST  @Epoch: 622  >>> 
2023-09-22 17:03:31,458:	[Wall TIME] >>> ChiefCoach.train takes 1.354474 seconds ...
2023-09-22 17:03:31,523:	[Coach] >>> TRAIN @Epoch: 623  >>>  || LOSS Avg: 0.05394
2023-09-22 17:03:31,523:	[Coach] >>> VALID @Epoch: 623  >>> 
2023-09-22 17:03:31,523:	[Coach] >>> TEST  @Epoch: 623  >>> 
2023-09-22 17:03:32,989:	[Wall TIME] >>> ChiefCoach.train takes 1.465373 seconds ...
2023-09-22 17:03:33,064:	[Coach] >>> TRAIN @Epoch: 624  >>>  || LOSS Avg: 0.05429
2023-09-22 17:03:33,064:	[Coach] >>> VALID @Epoch: 624  >>> 
2023-09-22 17:03:33,064:	[Coach] >>> TEST  @Epoch: 624  >>> 
2023-09-22 17:03:34,914:	[Wall TIME] >>> ChiefCoach.train takes 1.849553 seconds ...
2023-09-22 17:03:36,025:	[Wall TIME] >>> ChiefCoach.valid takes 1.046686 seconds ...
2023-09-22 17:03:36,025:	[Coach] >>> TRAIN @Epoch: 625  >>>  || LOSS Avg: 0.05461
2023-09-22 17:03:36,025:	[Coach] >>> VALID @Epoch: 625  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0536 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0295
2023-09-22 17:03:36,026:	[Coach] >>> TEST  @Epoch: 625  >>> 
2023-09-22 17:03:37,394:	[Wall TIME] >>> ChiefCoach.train takes 1.367959 seconds ...
2023-09-22 17:03:37,521:	[Coach] >>> TRAIN @Epoch: 626  >>>  || LOSS Avg: 0.05441
2023-09-22 17:03:37,521:	[Coach] >>> VALID @Epoch: 626  >>> 
2023-09-22 17:03:37,521:	[Coach] >>> TEST  @Epoch: 626  >>> 
2023-09-22 17:03:38,836:	[Wall TIME] >>> ChiefCoach.train takes 1.314509 seconds ...
2023-09-22 17:03:38,987:	[Coach] >>> TRAIN @Epoch: 627  >>>  || LOSS Avg: 0.05452
2023-09-22 17:03:38,987:	[Coach] >>> VALID @Epoch: 627  >>> 
2023-09-22 17:03:38,987:	[Coach] >>> TEST  @Epoch: 627  >>> 
2023-09-22 17:03:40,305:	[Wall TIME] >>> ChiefCoach.train takes 1.317239 seconds ...
2023-09-22 17:03:40,426:	[Coach] >>> TRAIN @Epoch: 628  >>>  || LOSS Avg: 0.05421
2023-09-22 17:03:40,426:	[Coach] >>> VALID @Epoch: 628  >>> 
2023-09-22 17:03:40,426:	[Coach] >>> TEST  @Epoch: 628  >>> 
2023-09-22 17:03:41,695:	[Wall TIME] >>> ChiefCoach.train takes 1.268486 seconds ...
2023-09-22 17:03:41,845:	[Coach] >>> TRAIN @Epoch: 629  >>>  || LOSS Avg: 0.05427
2023-09-22 17:03:41,846:	[Coach] >>> VALID @Epoch: 629  >>> 
2023-09-22 17:03:41,846:	[Coach] >>> TEST  @Epoch: 629  >>> 
2023-09-22 17:03:43,104:	[Wall TIME] >>> ChiefCoach.train takes 1.257818 seconds ...
2023-09-22 17:03:44,014:	[Wall TIME] >>> ChiefCoach.valid takes 0.840375 seconds ...
2023-09-22 17:03:44,015:	[Coach] >>> TRAIN @Epoch: 630  >>>  || LOSS Avg: 0.05456
2023-09-22 17:03:44,015:	[Coach] >>> VALID @Epoch: 630  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0357 || HITRATE@10 Avg: 0.0533 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0295
2023-09-22 17:03:44,015:	[Coach] >>> TEST  @Epoch: 630  >>> 
2023-09-22 17:03:45,340:	[Wall TIME] >>> ChiefCoach.train takes 1.324836 seconds ...
2023-09-22 17:03:45,402:	[Coach] >>> TRAIN @Epoch: 631  >>>  || LOSS Avg: 0.05408
2023-09-22 17:03:45,403:	[Coach] >>> VALID @Epoch: 631  >>> 
2023-09-22 17:03:45,403:	[Coach] >>> TEST  @Epoch: 631  >>> 
2023-09-22 17:03:46,574:	[Wall TIME] >>> ChiefCoach.train takes 1.171217 seconds ...
2023-09-22 17:03:46,657:	[Coach] >>> TRAIN @Epoch: 632  >>>  || LOSS Avg: 0.05408
2023-09-22 17:03:46,657:	[Coach] >>> VALID @Epoch: 632  >>> 
2023-09-22 17:03:46,658:	[Coach] >>> TEST  @Epoch: 632  >>> 
2023-09-22 17:03:47,791:	[Wall TIME] >>> ChiefCoach.train takes 1.132889 seconds ...
2023-09-22 17:03:47,848:	[Coach] >>> TRAIN @Epoch: 633  >>>  || LOSS Avg: 0.05421
2023-09-22 17:03:47,848:	[Coach] >>> VALID @Epoch: 633  >>> 
2023-09-22 17:03:47,848:	[Coach] >>> TEST  @Epoch: 633  >>> 
2023-09-22 17:03:48,977:	[Wall TIME] >>> ChiefCoach.train takes 1.128869 seconds ...
2023-09-22 17:03:49,030:	[Coach] >>> TRAIN @Epoch: 634  >>>  || LOSS Avg: 0.05401
2023-09-22 17:03:49,030:	[Coach] >>> VALID @Epoch: 634  >>> 
2023-09-22 17:03:49,030:	[Coach] >>> TEST  @Epoch: 634  >>> 
2023-09-22 17:03:50,310:	[Wall TIME] >>> ChiefCoach.train takes 1.279639 seconds ...
2023-09-22 17:03:51,294:	[Wall TIME] >>> ChiefCoach.valid takes 0.854533 seconds ...
2023-09-22 17:03:51,294:	[Coach] >>> TRAIN @Epoch: 635  >>>  || LOSS Avg: 0.05409
2023-09-22 17:03:51,294:	[Coach] >>> VALID @Epoch: 635  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0536 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0296
2023-09-22 17:03:51,294:	[Coach] >>> TEST  @Epoch: 635  >>> 
2023-09-22 17:03:52,568:	[Wall TIME] >>> ChiefCoach.train takes 1.273657 seconds ...
2023-09-22 17:03:52,788:	[Coach] >>> TRAIN @Epoch: 636  >>>  || LOSS Avg: 0.05405
2023-09-22 17:03:52,788:	[Coach] >>> VALID @Epoch: 636  >>> 
2023-09-22 17:03:52,788:	[Coach] >>> TEST  @Epoch: 636  >>> 
2023-09-22 17:03:54,092:	[Wall TIME] >>> ChiefCoach.train takes 1.303539 seconds ...
2023-09-22 17:03:54,455:	[Coach] >>> TRAIN @Epoch: 637  >>>  || LOSS Avg: 0.05405
2023-09-22 17:03:54,455:	[Coach] >>> VALID @Epoch: 637  >>> 
2023-09-22 17:03:54,455:	[Coach] >>> TEST  @Epoch: 637  >>> 
2023-09-22 17:03:55,689:	[Wall TIME] >>> ChiefCoach.train takes 1.233991 seconds ...
2023-09-22 17:03:56,046:	[Coach] >>> TRAIN @Epoch: 638  >>>  || LOSS Avg: 0.05421
2023-09-22 17:03:56,047:	[Coach] >>> VALID @Epoch: 638  >>> 
2023-09-22 17:03:56,047:	[Coach] >>> TEST  @Epoch: 638  >>> 
2023-09-22 17:03:57,184:	[Wall TIME] >>> ChiefCoach.train takes 1.137257 seconds ...
2023-09-22 17:03:57,232:	[Coach] >>> TRAIN @Epoch: 639  >>>  || LOSS Avg: 0.05407
2023-09-22 17:03:57,233:	[Coach] >>> VALID @Epoch: 639  >>> 
2023-09-22 17:03:57,233:	[Coach] >>> TEST  @Epoch: 639  >>> 
2023-09-22 17:03:58,466:	[Wall TIME] >>> ChiefCoach.train takes 1.233227 seconds ...
2023-09-22 17:03:59,497:	[Wall TIME] >>> ChiefCoach.valid takes 0.945507 seconds ...
2023-09-22 17:03:59,497:	[Coach] >>> TRAIN @Epoch: 640  >>>  || LOSS Avg: 0.05427
2023-09-22 17:03:59,497:	[Coach] >>> VALID @Epoch: 640  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0294
2023-09-22 17:03:59,497:	[Coach] >>> TEST  @Epoch: 640  >>> 
2023-09-22 17:04:00,964:	[Wall TIME] >>> ChiefCoach.train takes 1.466017 seconds ...
2023-09-22 17:04:01,025:	[Coach] >>> TRAIN @Epoch: 641  >>>  || LOSS Avg: 0.05402
2023-09-22 17:04:01,026:	[Coach] >>> VALID @Epoch: 641  >>> 
2023-09-22 17:04:01,026:	[Coach] >>> TEST  @Epoch: 641  >>> 
2023-09-22 17:04:02,737:	[Wall TIME] >>> ChiefCoach.train takes 1.711608 seconds ...
2023-09-22 17:04:02,814:	[Coach] >>> TRAIN @Epoch: 642  >>>  || LOSS Avg: 0.05429
2023-09-22 17:04:02,815:	[Coach] >>> VALID @Epoch: 642  >>> 
2023-09-22 17:04:02,816:	[Coach] >>> TEST  @Epoch: 642  >>> 
2023-09-22 17:04:04,538:	[Wall TIME] >>> ChiefCoach.train takes 1.721604 seconds ...
2023-09-22 17:04:04,701:	[Coach] >>> TRAIN @Epoch: 643  >>>  || LOSS Avg: 0.05376
2023-09-22 17:04:04,701:	[Coach] >>> VALID @Epoch: 643  >>> 
2023-09-22 17:04:04,701:	[Coach] >>> TEST  @Epoch: 643  >>> 
2023-09-22 17:04:06,191:	[Wall TIME] >>> ChiefCoach.train takes 1.489011 seconds ...
2023-09-22 17:04:06,245:	[Coach] >>> TRAIN @Epoch: 644  >>>  || LOSS Avg: 0.05390
2023-09-22 17:04:06,245:	[Coach] >>> VALID @Epoch: 644  >>> 
2023-09-22 17:04:06,245:	[Coach] >>> TEST  @Epoch: 644  >>> 
2023-09-22 17:04:07,691:	[Wall TIME] >>> ChiefCoach.train takes 1.445696 seconds ...
2023-09-22 17:04:08,621:	[Wall TIME] >>> ChiefCoach.valid takes 0.872128 seconds ...
2023-09-22 17:04:08,622:	[Coach] >>> TRAIN @Epoch: 645  >>>  || LOSS Avg: 0.05375
2023-09-22 17:04:08,622:	[Coach] >>> VALID @Epoch: 645  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0363 || HITRATE@10 Avg: 0.0529 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0293
2023-09-22 17:04:08,622:	[Coach] >>> TEST  @Epoch: 645  >>> 
2023-09-22 17:04:10,087:	[Wall TIME] >>> ChiefCoach.train takes 1.464096 seconds ...
2023-09-22 17:04:10,144:	[Coach] >>> TRAIN @Epoch: 646  >>>  || LOSS Avg: 0.05392
2023-09-22 17:04:10,144:	[Coach] >>> VALID @Epoch: 646  >>> 
2023-09-22 17:04:10,144:	[Coach] >>> TEST  @Epoch: 646  >>> 
2023-09-22 17:04:11,522:	[Wall TIME] >>> ChiefCoach.train takes 1.378145 seconds ...
2023-09-22 17:04:11,580:	[Coach] >>> TRAIN @Epoch: 647  >>>  || LOSS Avg: 0.05420
2023-09-22 17:04:11,581:	[Coach] >>> VALID @Epoch: 647  >>> 
2023-09-22 17:04:11,581:	[Coach] >>> TEST  @Epoch: 647  >>> 
2023-09-22 17:04:13,299:	[Wall TIME] >>> ChiefCoach.train takes 1.718165 seconds ...
2023-09-22 17:04:13,373:	[Coach] >>> TRAIN @Epoch: 648  >>>  || LOSS Avg: 0.05393
2023-09-22 17:04:13,373:	[Coach] >>> VALID @Epoch: 648  >>> 
2023-09-22 17:04:13,374:	[Coach] >>> TEST  @Epoch: 648  >>> 
2023-09-22 17:04:14,792:	[Wall TIME] >>> ChiefCoach.train takes 1.418581 seconds ...
2023-09-22 17:04:15,357:	[Coach] >>> TRAIN @Epoch: 649  >>>  || LOSS Avg: 0.05410
2023-09-22 17:04:15,357:	[Coach] >>> VALID @Epoch: 649  >>> 
2023-09-22 17:04:15,357:	[Coach] >>> TEST  @Epoch: 649  >>> 
2023-09-22 17:04:16,708:	[Wall TIME] >>> ChiefCoach.train takes 1.350523 seconds ...
2023-09-22 17:04:17,704:	[Wall TIME] >>> ChiefCoach.valid takes 0.882706 seconds ...
2023-09-22 17:04:17,704:	[Coach] >>> TRAIN @Epoch: 650  >>>  || LOSS Avg: 0.05373
2023-09-22 17:04:17,705:	[Coach] >>> VALID @Epoch: 650  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0359 || HITRATE@10 Avg: 0.0532 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0293
2023-09-22 17:04:17,705:	[Coach] >>> TEST  @Epoch: 650  >>> 
2023-09-22 17:04:19,449:	[Wall TIME] >>> ChiefCoach.train takes 1.744157 seconds ...
2023-09-22 17:04:19,560:	[Coach] >>> TRAIN @Epoch: 651  >>>  || LOSS Avg: 0.05401
2023-09-22 17:04:19,561:	[Coach] >>> VALID @Epoch: 651  >>> 
2023-09-22 17:04:19,561:	[Coach] >>> TEST  @Epoch: 651  >>> 
2023-09-22 17:04:21,217:	[Wall TIME] >>> ChiefCoach.train takes 1.655726 seconds ...
2023-09-22 17:04:21,280:	[Coach] >>> TRAIN @Epoch: 652  >>>  || LOSS Avg: 0.05421
2023-09-22 17:04:21,281:	[Coach] >>> VALID @Epoch: 652  >>> 
2023-09-22 17:04:21,281:	[Coach] >>> TEST  @Epoch: 652  >>> 
2023-09-22 17:04:22,888:	[Wall TIME] >>> ChiefCoach.train takes 1.606919 seconds ...
2023-09-22 17:04:22,945:	[Coach] >>> TRAIN @Epoch: 653  >>>  || LOSS Avg: 0.05407
2023-09-22 17:04:22,945:	[Coach] >>> VALID @Epoch: 653  >>> 
2023-09-22 17:04:22,945:	[Coach] >>> TEST  @Epoch: 653  >>> 
2023-09-22 17:04:24,494:	[Wall TIME] >>> ChiefCoach.train takes 1.548114 seconds ...
2023-09-22 17:04:24,551:	[Coach] >>> TRAIN @Epoch: 654  >>>  || LOSS Avg: 0.05438
2023-09-22 17:04:24,551:	[Coach] >>> VALID @Epoch: 654  >>> 
2023-09-22 17:04:24,551:	[Coach] >>> TEST  @Epoch: 654  >>> 
2023-09-22 17:04:25,946:	[Wall TIME] >>> ChiefCoach.train takes 1.394525 seconds ...
2023-09-22 17:04:26,899:	[Wall TIME] >>> ChiefCoach.valid takes 0.886415 seconds ...
2023-09-22 17:04:26,899:	[Coach] >>> TRAIN @Epoch: 655  >>>  || LOSS Avg: 0.05429
2023-09-22 17:04:26,899:	[Coach] >>> VALID @Epoch: 655  >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0536 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0296
2023-09-22 17:04:26,900:	[Coach] >>> TEST  @Epoch: 655  >>> 
2023-09-22 17:04:28,581:	[Wall TIME] >>> ChiefCoach.train takes 1.681409 seconds ...
2023-09-22 17:04:28,640:	[Coach] >>> TRAIN @Epoch: 656  >>>  || LOSS Avg: 0.05405
2023-09-22 17:04:28,640:	[Coach] >>> VALID @Epoch: 656  >>> 
2023-09-22 17:04:28,640:	[Coach] >>> TEST  @Epoch: 656  >>> 
2023-09-22 17:04:30,025:	[Wall TIME] >>> ChiefCoach.train takes 1.384474 seconds ...
2023-09-22 17:04:30,079:	[Coach] >>> TRAIN @Epoch: 657  >>>  || LOSS Avg: 0.05403
2023-09-22 17:04:30,079:	[Coach] >>> VALID @Epoch: 657  >>> 
2023-09-22 17:04:30,079:	[Coach] >>> TEST  @Epoch: 657  >>> 
2023-09-22 17:04:31,450:	[Wall TIME] >>> ChiefCoach.train takes 1.370237 seconds ...
2023-09-22 17:04:31,514:	[Coach] >>> TRAIN @Epoch: 658  >>>  || LOSS Avg: 0.05455
2023-09-22 17:04:31,514:	[Coach] >>> VALID @Epoch: 658  >>> 
2023-09-22 17:04:31,514:	[Coach] >>> TEST  @Epoch: 658  >>> 
2023-09-22 17:04:32,935:	[Wall TIME] >>> ChiefCoach.train takes 1.419982 seconds ...
2023-09-22 17:04:33,213:	[Coach] >>> TRAIN @Epoch: 659  >>>  || LOSS Avg: 0.05369
2023-09-22 17:04:33,213:	[Coach] >>> VALID @Epoch: 659  >>> 
2023-09-22 17:04:33,214:	[Coach] >>> TEST  @Epoch: 659  >>> 
2023-09-22 17:04:34,801:	[Wall TIME] >>> ChiefCoach.train takes 1.587228 seconds ...
2023-09-22 17:04:35,762:	[Wall TIME] >>> ChiefCoach.valid takes 0.886086 seconds ...
2023-09-22 17:04:35,762:	[Coach] >>> Better ***NDCG@10*** of ***0.0298*** 
2023-09-22 17:04:35,779:	[Coach] >>> TRAIN @Epoch: 660  >>>  || LOSS Avg: 0.05389
2023-09-22 17:04:35,779:	[Coach] >>> VALID @Epoch: 660  >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0363 || HITRATE@10 Avg: 0.0537 || NDCG@5 Avg: 0.0242 || NDCG@10 Avg: 0.0298
2023-09-22 17:04:35,779:	[Coach] >>> TEST  @Epoch: 660  >>> 
2023-09-22 17:04:37,255:	[Wall TIME] >>> ChiefCoach.train takes 1.475400 seconds ...
2023-09-22 17:04:37,387:	[Coach] >>> TRAIN @Epoch: 661  >>>  || LOSS Avg: 0.05356
2023-09-22 17:04:37,388:	[Coach] >>> VALID @Epoch: 661  >>> 
2023-09-22 17:04:37,388:	[Coach] >>> TEST  @Epoch: 661  >>> 
2023-09-22 17:04:38,705:	[Wall TIME] >>> ChiefCoach.train takes 1.317022 seconds ...
2023-09-22 17:04:38,761:	[Coach] >>> TRAIN @Epoch: 662  >>>  || LOSS Avg: 0.05371
2023-09-22 17:04:38,761:	[Coach] >>> VALID @Epoch: 662  >>> 
2023-09-22 17:04:38,761:	[Coach] >>> TEST  @Epoch: 662  >>> 
2023-09-22 17:04:40,163:	[Wall TIME] >>> ChiefCoach.train takes 1.402088 seconds ...
2023-09-22 17:04:40,226:	[Coach] >>> TRAIN @Epoch: 663  >>>  || LOSS Avg: 0.05406
2023-09-22 17:04:40,226:	[Coach] >>> VALID @Epoch: 663  >>> 
2023-09-22 17:04:40,226:	[Coach] >>> TEST  @Epoch: 663  >>> 
2023-09-22 17:04:41,595:	[Wall TIME] >>> ChiefCoach.train takes 1.368406 seconds ...
2023-09-22 17:04:41,651:	[Coach] >>> TRAIN @Epoch: 664  >>>  || LOSS Avg: 0.05382
2023-09-22 17:04:41,651:	[Coach] >>> VALID @Epoch: 664  >>> 
2023-09-22 17:04:41,651:	[Coach] >>> TEST  @Epoch: 664  >>> 
2023-09-22 17:04:43,076:	[Wall TIME] >>> ChiefCoach.train takes 1.425067 seconds ...
2023-09-22 17:04:43,956:	[Wall TIME] >>> ChiefCoach.valid takes 0.825213 seconds ...
2023-09-22 17:04:43,957:	[Coach] >>> TRAIN @Epoch: 665  >>>  || LOSS Avg: 0.05388
2023-09-22 17:04:43,957:	[Coach] >>> VALID @Epoch: 665  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0297
2023-09-22 17:04:43,957:	[Coach] >>> TEST  @Epoch: 665  >>> 
2023-09-22 17:04:45,593:	[Wall TIME] >>> ChiefCoach.train takes 1.635870 seconds ...
2023-09-22 17:04:46,108:	[Coach] >>> TRAIN @Epoch: 666  >>>  || LOSS Avg: 0.05440
2023-09-22 17:04:46,108:	[Coach] >>> VALID @Epoch: 666  >>> 
2023-09-22 17:04:46,108:	[Coach] >>> TEST  @Epoch: 666  >>> 
2023-09-22 17:04:47,534:	[Wall TIME] >>> ChiefCoach.train takes 1.425622 seconds ...
2023-09-22 17:04:47,841:	[Coach] >>> TRAIN @Epoch: 667  >>>  || LOSS Avg: 0.05364
2023-09-22 17:04:47,842:	[Coach] >>> VALID @Epoch: 667  >>> 
2023-09-22 17:04:47,842:	[Coach] >>> TEST  @Epoch: 667  >>> 
2023-09-22 17:04:49,445:	[Wall TIME] >>> ChiefCoach.train takes 1.602664 seconds ...
2023-09-22 17:04:49,560:	[Coach] >>> TRAIN @Epoch: 668  >>>  || LOSS Avg: 0.05412
2023-09-22 17:04:49,560:	[Coach] >>> VALID @Epoch: 668  >>> 
2023-09-22 17:04:49,560:	[Coach] >>> TEST  @Epoch: 668  >>> 
2023-09-22 17:04:51,360:	[Wall TIME] >>> ChiefCoach.train takes 1.800021 seconds ...
2023-09-22 17:04:51,423:	[Coach] >>> TRAIN @Epoch: 669  >>>  || LOSS Avg: 0.05363
2023-09-22 17:04:51,424:	[Coach] >>> VALID @Epoch: 669  >>> 
2023-09-22 17:04:51,424:	[Coach] >>> TEST  @Epoch: 669  >>> 
2023-09-22 17:04:53,037:	[Wall TIME] >>> ChiefCoach.train takes 1.612818 seconds ...
2023-09-22 17:04:53,964:	[Wall TIME] >>> ChiefCoach.valid takes 0.849840 seconds ...
2023-09-22 17:04:53,965:	[Coach] >>> TRAIN @Epoch: 670  >>>  || LOSS Avg: 0.05385
2023-09-22 17:04:53,965:	[Coach] >>> VALID @Epoch: 670  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0355 || HITRATE@10 Avg: 0.0546 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0297
2023-09-22 17:04:53,965:	[Coach] >>> TEST  @Epoch: 670  >>> 
2023-09-22 17:04:55,708:	[Wall TIME] >>> ChiefCoach.train takes 1.742659 seconds ...
2023-09-22 17:04:55,763:	[Coach] >>> TRAIN @Epoch: 671  >>>  || LOSS Avg: 0.05357
2023-09-22 17:04:55,763:	[Coach] >>> VALID @Epoch: 671  >>> 
2023-09-22 17:04:55,763:	[Coach] >>> TEST  @Epoch: 671  >>> 
2023-09-22 17:04:57,239:	[Wall TIME] >>> ChiefCoach.train takes 1.475817 seconds ...
2023-09-22 17:04:57,295:	[Coach] >>> TRAIN @Epoch: 672  >>>  || LOSS Avg: 0.05421
2023-09-22 17:04:57,295:	[Coach] >>> VALID @Epoch: 672  >>> 
2023-09-22 17:04:57,295:	[Coach] >>> TEST  @Epoch: 672  >>> 
2023-09-22 17:04:58,903:	[Wall TIME] >>> ChiefCoach.train takes 1.607438 seconds ...
2023-09-22 17:04:59,060:	[Coach] >>> TRAIN @Epoch: 673  >>>  || LOSS Avg: 0.05402
2023-09-22 17:04:59,060:	[Coach] >>> VALID @Epoch: 673  >>> 
2023-09-22 17:04:59,060:	[Coach] >>> TEST  @Epoch: 673  >>> 
2023-09-22 17:05:00,526:	[Wall TIME] >>> ChiefCoach.train takes 1.465565 seconds ...
2023-09-22 17:05:00,595:	[Coach] >>> TRAIN @Epoch: 674  >>>  || LOSS Avg: 0.05396
2023-09-22 17:05:00,595:	[Coach] >>> VALID @Epoch: 674  >>> 
2023-09-22 17:05:00,595:	[Coach] >>> TEST  @Epoch: 674  >>> 
2023-09-22 17:05:01,903:	[Wall TIME] >>> ChiefCoach.train takes 1.307774 seconds ...
2023-09-22 17:05:02,795:	[Wall TIME] >>> ChiefCoach.valid takes 0.840147 seconds ...
2023-09-22 17:05:02,796:	[Coach] >>> TRAIN @Epoch: 675  >>>  || LOSS Avg: 0.05320
2023-09-22 17:05:02,796:	[Coach] >>> VALID @Epoch: 675  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0540 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0296
2023-09-22 17:05:02,796:	[Coach] >>> TEST  @Epoch: 675  >>> 
2023-09-22 17:05:04,427:	[Wall TIME] >>> ChiefCoach.train takes 1.630593 seconds ...
2023-09-22 17:05:04,543:	[Coach] >>> TRAIN @Epoch: 676  >>>  || LOSS Avg: 0.05366
2023-09-22 17:05:04,544:	[Coach] >>> VALID @Epoch: 676  >>> 
2023-09-22 17:05:04,544:	[Coach] >>> TEST  @Epoch: 676  >>> 
2023-09-22 17:05:05,907:	[Wall TIME] >>> ChiefCoach.train takes 1.362427 seconds ...
2023-09-22 17:05:05,959:	[Coach] >>> TRAIN @Epoch: 677  >>>  || LOSS Avg: 0.05389
2023-09-22 17:05:05,959:	[Coach] >>> VALID @Epoch: 677  >>> 
2023-09-22 17:05:05,959:	[Coach] >>> TEST  @Epoch: 677  >>> 
2023-09-22 17:05:07,451:	[Wall TIME] >>> ChiefCoach.train takes 1.492008 seconds ...
2023-09-22 17:05:07,565:	[Coach] >>> TRAIN @Epoch: 678  >>>  || LOSS Avg: 0.05369
2023-09-22 17:05:07,565:	[Coach] >>> VALID @Epoch: 678  >>> 
2023-09-22 17:05:07,565:	[Coach] >>> TEST  @Epoch: 678  >>> 
2023-09-22 17:05:08,970:	[Wall TIME] >>> ChiefCoach.train takes 1.404162 seconds ...
2023-09-22 17:05:09,023:	[Coach] >>> TRAIN @Epoch: 679  >>>  || LOSS Avg: 0.05398
2023-09-22 17:05:09,023:	[Coach] >>> VALID @Epoch: 679  >>> 
2023-09-22 17:05:09,023:	[Coach] >>> TEST  @Epoch: 679  >>> 
2023-09-22 17:05:10,363:	[Wall TIME] >>> ChiefCoach.train takes 1.339286 seconds ...
2023-09-22 17:05:11,286:	[Wall TIME] >>> ChiefCoach.valid takes 0.851591 seconds ...
2023-09-22 17:05:11,286:	[Coach] >>> TRAIN @Epoch: 680  >>>  || LOSS Avg: 0.05347
2023-09-22 17:05:11,286:	[Coach] >>> VALID @Epoch: 680  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0360 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0297
2023-09-22 17:05:11,286:	[Coach] >>> TEST  @Epoch: 680  >>> 
2023-09-22 17:05:12,802:	[Wall TIME] >>> ChiefCoach.train takes 1.515426 seconds ...
2023-09-22 17:05:12,855:	[Coach] >>> TRAIN @Epoch: 681  >>>  || LOSS Avg: 0.05342
2023-09-22 17:05:12,856:	[Coach] >>> VALID @Epoch: 681  >>> 
2023-09-22 17:05:12,856:	[Coach] >>> TEST  @Epoch: 681  >>> 
2023-09-22 17:05:14,697:	[Wall TIME] >>> ChiefCoach.train takes 1.841499 seconds ...
2023-09-22 17:05:14,866:	[Coach] >>> TRAIN @Epoch: 682  >>>  || LOSS Avg: 0.05397
2023-09-22 17:05:14,866:	[Coach] >>> VALID @Epoch: 682  >>> 
2023-09-22 17:05:14,866:	[Coach] >>> TEST  @Epoch: 682  >>> 
2023-09-22 17:05:16,464:	[Wall TIME] >>> ChiefCoach.train takes 1.597259 seconds ...
2023-09-22 17:05:16,533:	[Coach] >>> TRAIN @Epoch: 683  >>>  || LOSS Avg: 0.05382
2023-09-22 17:05:16,533:	[Coach] >>> VALID @Epoch: 683  >>> 
2023-09-22 17:05:16,533:	[Coach] >>> TEST  @Epoch: 683  >>> 
2023-09-22 17:05:18,040:	[Wall TIME] >>> ChiefCoach.train takes 1.506895 seconds ...
2023-09-22 17:05:18,105:	[Coach] >>> TRAIN @Epoch: 684  >>>  || LOSS Avg: 0.05372
2023-09-22 17:05:18,105:	[Coach] >>> VALID @Epoch: 684  >>> 
2023-09-22 17:05:18,105:	[Coach] >>> TEST  @Epoch: 684  >>> 
2023-09-22 17:05:19,700:	[Wall TIME] >>> ChiefCoach.train takes 1.594348 seconds ...
2023-09-22 17:05:20,626:	[Wall TIME] >>> ChiefCoach.valid takes 0.867001 seconds ...
2023-09-22 17:05:20,627:	[Coach] >>> TRAIN @Epoch: 685  >>>  || LOSS Avg: 0.05354
2023-09-22 17:05:20,627:	[Coach] >>> VALID @Epoch: 685  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0297
2023-09-22 17:05:20,627:	[Coach] >>> TEST  @Epoch: 685  >>> 
2023-09-22 17:05:22,110:	[Wall TIME] >>> ChiefCoach.train takes 1.482381 seconds ...
2023-09-22 17:05:22,169:	[Coach] >>> TRAIN @Epoch: 686  >>>  || LOSS Avg: 0.05343
2023-09-22 17:05:22,169:	[Coach] >>> VALID @Epoch: 686  >>> 
2023-09-22 17:05:22,169:	[Coach] >>> TEST  @Epoch: 686  >>> 
2023-09-22 17:05:23,815:	[Wall TIME] >>> ChiefCoach.train takes 1.645153 seconds ...
2023-09-22 17:05:23,895:	[Coach] >>> TRAIN @Epoch: 687  >>>  || LOSS Avg: 0.05381
2023-09-22 17:05:23,895:	[Coach] >>> VALID @Epoch: 687  >>> 
2023-09-22 17:05:23,895:	[Coach] >>> TEST  @Epoch: 687  >>> 
2023-09-22 17:05:25,481:	[Wall TIME] >>> ChiefCoach.train takes 1.585957 seconds ...
2023-09-22 17:05:25,549:	[Coach] >>> TRAIN @Epoch: 688  >>>  || LOSS Avg: 0.05381
2023-09-22 17:05:25,549:	[Coach] >>> VALID @Epoch: 688  >>> 
2023-09-22 17:05:25,549:	[Coach] >>> TEST  @Epoch: 688  >>> 
2023-09-22 17:05:27,113:	[Wall TIME] >>> ChiefCoach.train takes 1.563432 seconds ...
2023-09-22 17:05:27,403:	[Coach] >>> TRAIN @Epoch: 689  >>>  || LOSS Avg: 0.05365
2023-09-22 17:05:27,403:	[Coach] >>> VALID @Epoch: 689  >>> 
2023-09-22 17:05:27,403:	[Coach] >>> TEST  @Epoch: 689  >>> 
2023-09-22 17:05:29,056:	[Wall TIME] >>> ChiefCoach.train takes 1.652203 seconds ...
2023-09-22 17:05:29,942:	[Wall TIME] >>> ChiefCoach.valid takes 0.828321 seconds ...
2023-09-22 17:05:29,943:	[Coach] >>> TRAIN @Epoch: 690  >>>  || LOSS Avg: 0.05353
2023-09-22 17:05:29,943:	[Coach] >>> VALID @Epoch: 690  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0364 || HITRATE@10 Avg: 0.0540 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0296
2023-09-22 17:05:29,943:	[Coach] >>> TEST  @Epoch: 690  >>> 
2023-09-22 17:05:31,506:	[Wall TIME] >>> ChiefCoach.train takes 1.562335 seconds ...
2023-09-22 17:05:31,560:	[Coach] >>> TRAIN @Epoch: 691  >>>  || LOSS Avg: 0.05370
2023-09-22 17:05:31,560:	[Coach] >>> VALID @Epoch: 691  >>> 
2023-09-22 17:05:31,560:	[Coach] >>> TEST  @Epoch: 691  >>> 
2023-09-22 17:05:33,210:	[Wall TIME] >>> ChiefCoach.train takes 1.649807 seconds ...
2023-09-22 17:05:33,265:	[Coach] >>> TRAIN @Epoch: 692  >>>  || LOSS Avg: 0.05375
2023-09-22 17:05:33,265:	[Coach] >>> VALID @Epoch: 692  >>> 
2023-09-22 17:05:33,265:	[Coach] >>> TEST  @Epoch: 692  >>> 
2023-09-22 17:05:34,593:	[Wall TIME] >>> ChiefCoach.train takes 1.327379 seconds ...
2023-09-22 17:05:34,654:	[Coach] >>> TRAIN @Epoch: 693  >>>  || LOSS Avg: 0.05376
2023-09-22 17:05:34,654:	[Coach] >>> VALID @Epoch: 693  >>> 
2023-09-22 17:05:34,654:	[Coach] >>> TEST  @Epoch: 693  >>> 
2023-09-22 17:05:36,442:	[Wall TIME] >>> ChiefCoach.train takes 1.788057 seconds ...
2023-09-22 17:05:36,497:	[Coach] >>> TRAIN @Epoch: 694  >>>  || LOSS Avg: 0.05365
2023-09-22 17:05:36,498:	[Coach] >>> VALID @Epoch: 694  >>> 
2023-09-22 17:05:36,498:	[Coach] >>> TEST  @Epoch: 694  >>> 
2023-09-22 17:05:37,976:	[Wall TIME] >>> ChiefCoach.train takes 1.478307 seconds ...
2023-09-22 17:05:38,875:	[Wall TIME] >>> ChiefCoach.valid takes 0.833330 seconds ...
2023-09-22 17:05:38,875:	[Coach] >>> TRAIN @Epoch: 695  >>>  || LOSS Avg: 0.05354
2023-09-22 17:05:38,875:	[Coach] >>> VALID @Epoch: 695  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0357 || HITRATE@10 Avg: 0.0530 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0293
2023-09-22 17:05:38,875:	[Coach] >>> TEST  @Epoch: 695  >>> 
2023-09-22 17:05:40,394:	[Wall TIME] >>> ChiefCoach.train takes 1.518353 seconds ...
2023-09-22 17:05:40,820:	[Coach] >>> TRAIN @Epoch: 696  >>>  || LOSS Avg: 0.05352
2023-09-22 17:05:40,820:	[Coach] >>> VALID @Epoch: 696  >>> 
2023-09-22 17:05:40,820:	[Coach] >>> TEST  @Epoch: 696  >>> 
2023-09-22 17:05:42,316:	[Wall TIME] >>> ChiefCoach.train takes 1.495378 seconds ...
2023-09-22 17:05:42,368:	[Coach] >>> TRAIN @Epoch: 697  >>>  || LOSS Avg: 0.05321
2023-09-22 17:05:42,368:	[Coach] >>> VALID @Epoch: 697  >>> 
2023-09-22 17:05:42,368:	[Coach] >>> TEST  @Epoch: 697  >>> 
2023-09-22 17:05:43,731:	[Wall TIME] >>> ChiefCoach.train takes 1.362610 seconds ...
2023-09-22 17:05:43,791:	[Coach] >>> TRAIN @Epoch: 698  >>>  || LOSS Avg: 0.05344
2023-09-22 17:05:43,791:	[Coach] >>> VALID @Epoch: 698  >>> 
2023-09-22 17:05:43,791:	[Coach] >>> TEST  @Epoch: 698  >>> 
2023-09-22 17:05:45,181:	[Wall TIME] >>> ChiefCoach.train takes 1.389753 seconds ...
2023-09-22 17:05:45,239:	[Coach] >>> TRAIN @Epoch: 699  >>>  || LOSS Avg: 0.05332
2023-09-22 17:05:45,239:	[Coach] >>> VALID @Epoch: 699  >>> 
2023-09-22 17:05:45,239:	[Coach] >>> TEST  @Epoch: 699  >>> 
2023-09-22 17:05:46,801:	[Wall TIME] >>> ChiefCoach.train takes 1.561585 seconds ...
2023-09-22 17:05:47,877:	[Wall TIME] >>> ChiefCoach.valid takes 0.851398 seconds ...
2023-09-22 17:05:47,878:	[Coach] >>> TRAIN @Epoch: 700  >>>  || LOSS Avg: 0.05414
2023-09-22 17:05:47,878:	[Coach] >>> VALID @Epoch: 700  >>>  || HITRATE@1 Avg: 0.0116 || HITRATE@5 Avg: 0.0364 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0297
2023-09-22 17:05:47,878:	[Coach] >>> TEST  @Epoch: 700  >>> 
2023-09-22 17:05:49,305:	[Wall TIME] >>> ChiefCoach.train takes 1.426225 seconds ...
2023-09-22 17:05:49,364:	[Coach] >>> TRAIN @Epoch: 701  >>>  || LOSS Avg: 0.05352
2023-09-22 17:05:49,364:	[Coach] >>> VALID @Epoch: 701  >>> 
2023-09-22 17:05:49,364:	[Coach] >>> TEST  @Epoch: 701  >>> 
2023-09-22 17:05:51,054:	[Wall TIME] >>> ChiefCoach.train takes 1.689280 seconds ...
2023-09-22 17:05:51,223:	[Coach] >>> TRAIN @Epoch: 702  >>>  || LOSS Avg: 0.05318
2023-09-22 17:05:51,223:	[Coach] >>> VALID @Epoch: 702  >>> 
2023-09-22 17:05:51,223:	[Coach] >>> TEST  @Epoch: 702  >>> 
2023-09-22 17:05:52,935:	[Wall TIME] >>> ChiefCoach.train takes 1.710916 seconds ...
2023-09-22 17:05:52,997:	[Coach] >>> TRAIN @Epoch: 703  >>>  || LOSS Avg: 0.05357
2023-09-22 17:05:52,998:	[Coach] >>> VALID @Epoch: 703  >>> 
2023-09-22 17:05:52,998:	[Coach] >>> TEST  @Epoch: 703  >>> 
2023-09-22 17:05:54,347:	[Wall TIME] >>> ChiefCoach.train takes 1.349533 seconds ...
2023-09-22 17:05:54,405:	[Coach] >>> TRAIN @Epoch: 704  >>>  || LOSS Avg: 0.05377
2023-09-22 17:05:54,405:	[Coach] >>> VALID @Epoch: 704  >>> 
2023-09-22 17:05:54,405:	[Coach] >>> TEST  @Epoch: 704  >>> 
2023-09-22 17:05:55,770:	[Wall TIME] >>> ChiefCoach.train takes 1.364843 seconds ...
2023-09-22 17:05:56,699:	[Wall TIME] >>> ChiefCoach.valid takes 0.872820 seconds ...
2023-09-22 17:05:56,699:	[Coach] >>> TRAIN @Epoch: 705  >>>  || LOSS Avg: 0.05375
2023-09-22 17:05:56,699:	[Coach] >>> VALID @Epoch: 705  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0360 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0294
2023-09-22 17:05:56,699:	[Coach] >>> TEST  @Epoch: 705  >>> 
2023-09-22 17:05:58,304:	[Wall TIME] >>> ChiefCoach.train takes 1.604515 seconds ...
2023-09-22 17:05:58,372:	[Coach] >>> TRAIN @Epoch: 706  >>>  || LOSS Avg: 0.05330
2023-09-22 17:05:58,372:	[Coach] >>> VALID @Epoch: 706  >>> 
2023-09-22 17:05:58,373:	[Coach] >>> TEST  @Epoch: 706  >>> 
2023-09-22 17:06:00,210:	[Wall TIME] >>> ChiefCoach.train takes 1.837452 seconds ...
2023-09-22 17:06:00,265:	[Coach] >>> TRAIN @Epoch: 707  >>>  || LOSS Avg: 0.05341
2023-09-22 17:06:00,265:	[Coach] >>> VALID @Epoch: 707  >>> 
2023-09-22 17:06:00,265:	[Coach] >>> TEST  @Epoch: 707  >>> 
2023-09-22 17:06:01,556:	[Wall TIME] >>> ChiefCoach.train takes 1.290180 seconds ...
2023-09-22 17:06:01,863:	[Coach] >>> TRAIN @Epoch: 708  >>>  || LOSS Avg: 0.05350
2023-09-22 17:06:01,863:	[Coach] >>> VALID @Epoch: 708  >>> 
2023-09-22 17:06:01,863:	[Coach] >>> TEST  @Epoch: 708  >>> 
2023-09-22 17:06:03,266:	[Wall TIME] >>> ChiefCoach.train takes 1.403103 seconds ...
2023-09-22 17:06:03,376:	[Coach] >>> TRAIN @Epoch: 709  >>>  || LOSS Avg: 0.05312
2023-09-22 17:06:03,376:	[Coach] >>> VALID @Epoch: 709  >>> 
2023-09-22 17:06:03,376:	[Coach] >>> TEST  @Epoch: 709  >>> 
2023-09-22 17:06:04,985:	[Wall TIME] >>> ChiefCoach.train takes 1.608166 seconds ...
2023-09-22 17:06:06,057:	[Wall TIME] >>> ChiefCoach.valid takes 0.840567 seconds ...
2023-09-22 17:06:06,057:	[Coach] >>> TRAIN @Epoch: 710  >>>  || LOSS Avg: 0.05362
2023-09-22 17:06:06,058:	[Coach] >>> VALID @Epoch: 710  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0364 || HITRATE@10 Avg: 0.0540 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0296
2023-09-22 17:06:06,058:	[Coach] >>> TEST  @Epoch: 710  >>> 
2023-09-22 17:06:07,735:	[Wall TIME] >>> ChiefCoach.train takes 1.677191 seconds ...
2023-09-22 17:06:07,995:	[Coach] >>> TRAIN @Epoch: 711  >>>  || LOSS Avg: 0.05377
2023-09-22 17:06:07,995:	[Coach] >>> VALID @Epoch: 711  >>> 
2023-09-22 17:06:07,995:	[Coach] >>> TEST  @Epoch: 711  >>> 
2023-09-22 17:06:09,308:	[Wall TIME] >>> ChiefCoach.train takes 1.313134 seconds ...
2023-09-22 17:06:09,372:	[Coach] >>> TRAIN @Epoch: 712  >>>  || LOSS Avg: 0.05376
2023-09-22 17:06:09,372:	[Coach] >>> VALID @Epoch: 712  >>> 
2023-09-22 17:06:09,372:	[Coach] >>> TEST  @Epoch: 712  >>> 
2023-09-22 17:06:10,876:	[Wall TIME] >>> ChiefCoach.train takes 1.503810 seconds ...
2023-09-22 17:06:10,950:	[Coach] >>> TRAIN @Epoch: 713  >>>  || LOSS Avg: 0.05349
2023-09-22 17:06:10,950:	[Coach] >>> VALID @Epoch: 713  >>> 
2023-09-22 17:06:10,950:	[Coach] >>> TEST  @Epoch: 713  >>> 
2023-09-22 17:06:12,520:	[Wall TIME] >>> ChiefCoach.train takes 1.569351 seconds ...
2023-09-22 17:06:12,588:	[Coach] >>> TRAIN @Epoch: 714  >>>  || LOSS Avg: 0.05355
2023-09-22 17:06:12,589:	[Coach] >>> VALID @Epoch: 714  >>> 
2023-09-22 17:06:12,589:	[Coach] >>> TEST  @Epoch: 714  >>> 
2023-09-22 17:06:14,062:	[Wall TIME] >>> ChiefCoach.train takes 1.472968 seconds ...
2023-09-22 17:06:15,000:	[Wall TIME] >>> ChiefCoach.valid takes 0.877114 seconds ...
2023-09-22 17:06:15,000:	[Coach] >>> TRAIN @Epoch: 715  >>>  || LOSS Avg: 0.05347
2023-09-22 17:06:15,082:	[Coach] >>> VALID @Epoch: 715  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0536 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0294
2023-09-22 17:06:15,082:	[Coach] >>> TEST  @Epoch: 715  >>> 
2023-09-22 17:06:16,951:	[Wall TIME] >>> ChiefCoach.train takes 1.868576 seconds ...
2023-09-22 17:06:17,016:	[Coach] >>> TRAIN @Epoch: 716  >>>  || LOSS Avg: 0.05320
2023-09-22 17:06:17,017:	[Coach] >>> VALID @Epoch: 716  >>> 
2023-09-22 17:06:17,017:	[Coach] >>> TEST  @Epoch: 716  >>> 
2023-09-22 17:06:18,331:	[Wall TIME] >>> ChiefCoach.train takes 1.314446 seconds ...
2023-09-22 17:06:18,385:	[Coach] >>> TRAIN @Epoch: 717  >>>  || LOSS Avg: 0.05367
2023-09-22 17:06:18,386:	[Coach] >>> VALID @Epoch: 717  >>> 
2023-09-22 17:06:18,386:	[Coach] >>> TEST  @Epoch: 717  >>> 
2023-09-22 17:06:19,811:	[Wall TIME] >>> ChiefCoach.train takes 1.424730 seconds ...
2023-09-22 17:06:19,891:	[Coach] >>> TRAIN @Epoch: 718  >>>  || LOSS Avg: 0.05341
2023-09-22 17:06:19,891:	[Coach] >>> VALID @Epoch: 718  >>> 
2023-09-22 17:06:19,891:	[Coach] >>> TEST  @Epoch: 718  >>> 
2023-09-22 17:06:21,392:	[Wall TIME] >>> ChiefCoach.train takes 1.500465 seconds ...
2023-09-22 17:06:21,447:	[Coach] >>> TRAIN @Epoch: 719  >>>  || LOSS Avg: 0.05368
2023-09-22 17:06:21,447:	[Coach] >>> VALID @Epoch: 719  >>> 
2023-09-22 17:06:21,447:	[Coach] >>> TEST  @Epoch: 719  >>> 
2023-09-22 17:06:23,091:	[Wall TIME] >>> ChiefCoach.train takes 1.643207 seconds ...
2023-09-22 17:06:24,319:	[Wall TIME] >>> ChiefCoach.valid takes 1.157552 seconds ...
2023-09-22 17:06:24,320:	[Coach] >>> TRAIN @Epoch: 720  >>>  || LOSS Avg: 0.05291
2023-09-22 17:06:24,320:	[Coach] >>> VALID @Epoch: 720  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0359 || HITRATE@10 Avg: 0.0535 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0293
2023-09-22 17:06:24,320:	[Coach] >>> TEST  @Epoch: 720  >>> 
2023-09-22 17:06:25,565:	[Wall TIME] >>> ChiefCoach.train takes 1.245136 seconds ...
2023-09-22 17:06:25,630:	[Coach] >>> TRAIN @Epoch: 721  >>>  || LOSS Avg: 0.05346
2023-09-22 17:06:25,630:	[Coach] >>> VALID @Epoch: 721  >>> 
2023-09-22 17:06:25,631:	[Coach] >>> TEST  @Epoch: 721  >>> 
2023-09-22 17:06:26,833:	[Wall TIME] >>> ChiefCoach.train takes 1.202385 seconds ...
2023-09-22 17:06:27,009:	[Coach] >>> TRAIN @Epoch: 722  >>>  || LOSS Avg: 0.05384
2023-09-22 17:06:27,009:	[Coach] >>> VALID @Epoch: 722  >>> 
2023-09-22 17:06:27,009:	[Coach] >>> TEST  @Epoch: 722  >>> 
2023-09-22 17:06:28,196:	[Wall TIME] >>> ChiefCoach.train takes 1.186605 seconds ...
2023-09-22 17:06:28,253:	[Coach] >>> TRAIN @Epoch: 723  >>>  || LOSS Avg: 0.05319
2023-09-22 17:06:28,253:	[Coach] >>> VALID @Epoch: 723  >>> 
2023-09-22 17:06:28,253:	[Coach] >>> TEST  @Epoch: 723  >>> 
2023-09-22 17:06:29,477:	[Wall TIME] >>> ChiefCoach.train takes 1.223546 seconds ...
2023-09-22 17:06:29,544:	[Coach] >>> TRAIN @Epoch: 724  >>>  || LOSS Avg: 0.05296
2023-09-22 17:06:29,545:	[Coach] >>> VALID @Epoch: 724  >>> 
2023-09-22 17:06:29,545:	[Coach] >>> TEST  @Epoch: 724  >>> 
2023-09-22 17:06:30,832:	[Wall TIME] >>> ChiefCoach.train takes 1.287017 seconds ...
2023-09-22 17:06:31,710:	[Wall TIME] >>> ChiefCoach.valid takes 0.822641 seconds ...
2023-09-22 17:06:31,711:	[Coach] >>> TRAIN @Epoch: 725  >>>  || LOSS Avg: 0.05390
2023-09-22 17:06:31,711:	[Coach] >>> VALID @Epoch: 725  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0531 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0292
2023-09-22 17:06:31,711:	[Coach] >>> TEST  @Epoch: 725  >>> 
2023-09-22 17:06:33,013:	[Wall TIME] >>> ChiefCoach.train takes 1.301639 seconds ...
2023-09-22 17:06:33,086:	[Coach] >>> TRAIN @Epoch: 726  >>>  || LOSS Avg: 0.05357
2023-09-22 17:06:33,086:	[Coach] >>> VALID @Epoch: 726  >>> 
2023-09-22 17:06:33,086:	[Coach] >>> TEST  @Epoch: 726  >>> 
2023-09-22 17:06:34,217:	[Wall TIME] >>> ChiefCoach.train takes 1.130632 seconds ...
2023-09-22 17:06:34,272:	[Coach] >>> TRAIN @Epoch: 727  >>>  || LOSS Avg: 0.05316
2023-09-22 17:06:34,273:	[Coach] >>> VALID @Epoch: 727  >>> 
2023-09-22 17:06:34,273:	[Coach] >>> TEST  @Epoch: 727  >>> 
2023-09-22 17:06:35,553:	[Wall TIME] >>> ChiefCoach.train takes 1.279926 seconds ...
2023-09-22 17:06:35,617:	[Coach] >>> TRAIN @Epoch: 728  >>>  || LOSS Avg: 0.05331
2023-09-22 17:06:35,618:	[Coach] >>> VALID @Epoch: 728  >>> 
2023-09-22 17:06:35,618:	[Coach] >>> TEST  @Epoch: 728  >>> 
2023-09-22 17:06:36,896:	[Wall TIME] >>> ChiefCoach.train takes 1.277901 seconds ...
2023-09-22 17:06:37,003:	[Coach] >>> TRAIN @Epoch: 729  >>>  || LOSS Avg: 0.05363
2023-09-22 17:06:37,004:	[Coach] >>> VALID @Epoch: 729  >>> 
2023-09-22 17:06:37,004:	[Coach] >>> TEST  @Epoch: 729  >>> 
2023-09-22 17:06:38,304:	[Wall TIME] >>> ChiefCoach.train takes 1.300617 seconds ...
2023-09-22 17:06:39,336:	[Wall TIME] >>> ChiefCoach.valid takes 0.923922 seconds ...
2023-09-22 17:06:39,337:	[Coach] >>> TRAIN @Epoch: 730  >>>  || LOSS Avg: 0.05358
2023-09-22 17:06:39,337:	[Coach] >>> VALID @Epoch: 730  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0525 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0291
2023-09-22 17:06:39,337:	[Coach] >>> TEST  @Epoch: 730  >>> 
2023-09-22 17:06:40,575:	[Wall TIME] >>> ChiefCoach.train takes 1.237777 seconds ...
2023-09-22 17:06:40,635:	[Coach] >>> TRAIN @Epoch: 731  >>>  || LOSS Avg: 0.05326
2023-09-22 17:06:40,635:	[Coach] >>> VALID @Epoch: 731  >>> 
2023-09-22 17:06:40,636:	[Coach] >>> TEST  @Epoch: 731  >>> 
2023-09-22 17:06:41,805:	[Wall TIME] >>> ChiefCoach.train takes 1.169282 seconds ...
2023-09-22 17:06:41,886:	[Coach] >>> TRAIN @Epoch: 732  >>>  || LOSS Avg: 0.05345
2023-09-22 17:06:41,886:	[Coach] >>> VALID @Epoch: 732  >>> 
2023-09-22 17:06:41,887:	[Coach] >>> TEST  @Epoch: 732  >>> 
2023-09-22 17:06:43,073:	[Wall TIME] >>> ChiefCoach.train takes 1.186002 seconds ...
2023-09-22 17:06:43,132:	[Coach] >>> TRAIN @Epoch: 733  >>>  || LOSS Avg: 0.05338
2023-09-22 17:06:43,132:	[Coach] >>> VALID @Epoch: 733  >>> 
2023-09-22 17:06:43,132:	[Coach] >>> TEST  @Epoch: 733  >>> 
2023-09-22 17:06:44,305:	[Wall TIME] >>> ChiefCoach.train takes 1.172050 seconds ...
2023-09-22 17:06:44,369:	[Coach] >>> TRAIN @Epoch: 734  >>>  || LOSS Avg: 0.05339
2023-09-22 17:06:44,369:	[Coach] >>> VALID @Epoch: 734  >>> 
2023-09-22 17:06:44,369:	[Coach] >>> TEST  @Epoch: 734  >>> 
2023-09-22 17:06:45,620:	[Wall TIME] >>> ChiefCoach.train takes 1.250774 seconds ...
2023-09-22 17:06:46,601:	[Wall TIME] >>> ChiefCoach.valid takes 0.925981 seconds ...
2023-09-22 17:06:46,602:	[Coach] >>> TRAIN @Epoch: 735  >>>  || LOSS Avg: 0.05304
2023-09-22 17:06:46,602:	[Coach] >>> VALID @Epoch: 735  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0537 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0293
2023-09-22 17:06:46,602:	[Coach] >>> TEST  @Epoch: 735  >>> 
2023-09-22 17:06:48,030:	[Wall TIME] >>> ChiefCoach.train takes 1.427796 seconds ...
2023-09-22 17:06:48,100:	[Coach] >>> TRAIN @Epoch: 736  >>>  || LOSS Avg: 0.05346
2023-09-22 17:06:48,100:	[Coach] >>> VALID @Epoch: 736  >>> 
2023-09-22 17:06:48,100:	[Coach] >>> TEST  @Epoch: 736  >>> 
2023-09-22 17:06:49,577:	[Wall TIME] >>> ChiefCoach.train takes 1.476671 seconds ...
2023-09-22 17:06:49,645:	[Coach] >>> TRAIN @Epoch: 737  >>>  || LOSS Avg: 0.05367
2023-09-22 17:06:49,646:	[Coach] >>> VALID @Epoch: 737  >>> 
2023-09-22 17:06:49,647:	[Coach] >>> TEST  @Epoch: 737  >>> 
2023-09-22 17:06:51,155:	[Wall TIME] >>> ChiefCoach.train takes 1.507564 seconds ...
2023-09-22 17:06:51,212:	[Coach] >>> TRAIN @Epoch: 738  >>>  || LOSS Avg: 0.05335
2023-09-22 17:06:51,212:	[Coach] >>> VALID @Epoch: 738  >>> 
2023-09-22 17:06:51,212:	[Coach] >>> TEST  @Epoch: 738  >>> 
2023-09-22 17:06:52,994:	[Wall TIME] >>> ChiefCoach.train takes 1.781479 seconds ...
2023-09-22 17:06:53,057:	[Coach] >>> TRAIN @Epoch: 739  >>>  || LOSS Avg: 0.05314
2023-09-22 17:06:53,057:	[Coach] >>> VALID @Epoch: 739  >>> 
2023-09-22 17:06:53,057:	[Coach] >>> TEST  @Epoch: 739  >>> 
2023-09-22 17:06:54,708:	[Wall TIME] >>> ChiefCoach.train takes 1.649977 seconds ...
2023-09-22 17:06:55,645:	[Wall TIME] >>> ChiefCoach.valid takes 0.880600 seconds ...
2023-09-22 17:06:55,645:	[Coach] >>> TRAIN @Epoch: 740  >>>  || LOSS Avg: 0.05313
2023-09-22 17:06:55,645:	[Coach] >>> VALID @Epoch: 740  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0366 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0293
2023-09-22 17:06:55,645:	[Coach] >>> TEST  @Epoch: 740  >>> 
2023-09-22 17:06:57,038:	[Wall TIME] >>> ChiefCoach.train takes 1.392641 seconds ...
2023-09-22 17:06:57,098:	[Coach] >>> TRAIN @Epoch: 741  >>>  || LOSS Avg: 0.05264
2023-09-22 17:06:57,098:	[Coach] >>> VALID @Epoch: 741  >>> 
2023-09-22 17:06:57,098:	[Coach] >>> TEST  @Epoch: 741  >>> 
2023-09-22 17:06:58,380:	[Wall TIME] >>> ChiefCoach.train takes 1.281563 seconds ...
2023-09-22 17:06:58,431:	[Coach] >>> TRAIN @Epoch: 742  >>>  || LOSS Avg: 0.05303
2023-09-22 17:06:58,431:	[Coach] >>> VALID @Epoch: 742  >>> 
2023-09-22 17:06:58,431:	[Coach] >>> TEST  @Epoch: 742  >>> 
2023-09-22 17:06:59,947:	[Wall TIME] >>> ChiefCoach.train takes 1.515610 seconds ...
2023-09-22 17:07:00,000:	[Coach] >>> TRAIN @Epoch: 743  >>>  || LOSS Avg: 0.05331
2023-09-22 17:07:00,000:	[Coach] >>> VALID @Epoch: 743  >>> 
2023-09-22 17:07:00,000:	[Coach] >>> TEST  @Epoch: 743  >>> 
2023-09-22 17:07:01,382:	[Wall TIME] >>> ChiefCoach.train takes 1.381381 seconds ...
2023-09-22 17:07:01,442:	[Coach] >>> TRAIN @Epoch: 744  >>>  || LOSS Avg: 0.05301
2023-09-22 17:07:01,442:	[Coach] >>> VALID @Epoch: 744  >>> 
2023-09-22 17:07:01,442:	[Coach] >>> TEST  @Epoch: 744  >>> 
2023-09-22 17:07:02,877:	[Wall TIME] >>> ChiefCoach.train takes 1.434319 seconds ...
2023-09-22 17:07:03,849:	[Wall TIME] >>> ChiefCoach.valid takes 0.861861 seconds ...
2023-09-22 17:07:03,850:	[Coach] >>> TRAIN @Epoch: 745  >>>  || LOSS Avg: 0.05318
2023-09-22 17:07:03,850:	[Coach] >>> VALID @Epoch: 745  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0355 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0292
2023-09-22 17:07:03,850:	[Coach] >>> TEST  @Epoch: 745  >>> 
2023-09-22 17:07:05,573:	[Wall TIME] >>> ChiefCoach.train takes 1.722650 seconds ...
2023-09-22 17:07:05,685:	[Coach] >>> TRAIN @Epoch: 746  >>>  || LOSS Avg: 0.05334
2023-09-22 17:07:05,989:	[Coach] >>> VALID @Epoch: 746  >>> 
2023-09-22 17:07:05,990:	[Coach] >>> TEST  @Epoch: 746  >>> 
2023-09-22 17:07:07,346:	[Wall TIME] >>> ChiefCoach.train takes 1.355879 seconds ...
2023-09-22 17:07:07,407:	[Coach] >>> TRAIN @Epoch: 747  >>>  || LOSS Avg: 0.05337
2023-09-22 17:07:07,407:	[Coach] >>> VALID @Epoch: 747  >>> 
2023-09-22 17:07:07,407:	[Coach] >>> TEST  @Epoch: 747  >>> 
2023-09-22 17:07:08,875:	[Wall TIME] >>> ChiefCoach.train takes 1.467231 seconds ...
2023-09-22 17:07:09,127:	[Coach] >>> TRAIN @Epoch: 748  >>>  || LOSS Avg: 0.05355
2023-09-22 17:07:09,127:	[Coach] >>> VALID @Epoch: 748  >>> 
2023-09-22 17:07:09,127:	[Coach] >>> TEST  @Epoch: 748  >>> 
2023-09-22 17:07:10,598:	[Wall TIME] >>> ChiefCoach.train takes 1.470614 seconds ...
2023-09-22 17:07:10,677:	[Coach] >>> TRAIN @Epoch: 749  >>>  || LOSS Avg: 0.05334
2023-09-22 17:07:10,677:	[Coach] >>> VALID @Epoch: 749  >>> 
2023-09-22 17:07:10,677:	[Coach] >>> TEST  @Epoch: 749  >>> 
2023-09-22 17:07:11,892:	[Wall TIME] >>> ChiefCoach.train takes 1.214124 seconds ...
2023-09-22 17:07:13,023:	[Wall TIME] >>> ChiefCoach.valid takes 0.884920 seconds ...
2023-09-22 17:07:13,023:	[Coach] >>> TRAIN @Epoch: 750  >>>  || LOSS Avg: 0.05306
2023-09-22 17:07:13,023:	[Coach] >>> VALID @Epoch: 750  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0537 || NDCG@5 Avg: 0.0235 || NDCG@10 Avg: 0.0293
2023-09-22 17:07:13,024:	[Coach] >>> TEST  @Epoch: 750  >>> 
2023-09-22 17:07:14,501:	[Wall TIME] >>> ChiefCoach.train takes 1.476875 seconds ...
2023-09-22 17:07:14,563:	[Coach] >>> TRAIN @Epoch: 751  >>>  || LOSS Avg: 0.05324
2023-09-22 17:07:14,563:	[Coach] >>> VALID @Epoch: 751  >>> 
2023-09-22 17:07:14,563:	[Coach] >>> TEST  @Epoch: 751  >>> 
2023-09-22 17:07:16,110:	[Wall TIME] >>> ChiefCoach.train takes 1.547117 seconds ...
2023-09-22 17:07:16,270:	[Coach] >>> TRAIN @Epoch: 752  >>>  || LOSS Avg: 0.05304
2023-09-22 17:07:16,270:	[Coach] >>> VALID @Epoch: 752  >>> 
2023-09-22 17:07:16,270:	[Coach] >>> TEST  @Epoch: 752  >>> 
2023-09-22 17:07:17,801:	[Wall TIME] >>> ChiefCoach.train takes 1.530715 seconds ...
2023-09-22 17:07:17,858:	[Coach] >>> TRAIN @Epoch: 753  >>>  || LOSS Avg: 0.05323
2023-09-22 17:07:17,858:	[Coach] >>> VALID @Epoch: 753  >>> 
2023-09-22 17:07:17,859:	[Coach] >>> TEST  @Epoch: 753  >>> 
2023-09-22 17:07:19,334:	[Wall TIME] >>> ChiefCoach.train takes 1.475071 seconds ...
2023-09-22 17:07:19,392:	[Coach] >>> TRAIN @Epoch: 754  >>>  || LOSS Avg: 0.05320
2023-09-22 17:07:19,392:	[Coach] >>> VALID @Epoch: 754  >>> 
2023-09-22 17:07:19,392:	[Coach] >>> TEST  @Epoch: 754  >>> 
2023-09-22 17:07:20,959:	[Wall TIME] >>> ChiefCoach.train takes 1.567130 seconds ...
2023-09-22 17:07:21,956:	[Wall TIME] >>> ChiefCoach.valid takes 0.872437 seconds ...
2023-09-22 17:07:21,956:	[Coach] >>> TRAIN @Epoch: 755  >>>  || LOSS Avg: 0.05345
2023-09-22 17:07:21,956:	[Coach] >>> VALID @Epoch: 755  >>>  || HITRATE@1 Avg: 0.0110 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0537 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0293
2023-09-22 17:07:21,956:	[Coach] >>> TEST  @Epoch: 755  >>> 
2023-09-22 17:07:23,736:	[Wall TIME] >>> ChiefCoach.train takes 1.779537 seconds ...
2023-09-22 17:07:23,800:	[Coach] >>> TRAIN @Epoch: 756  >>>  || LOSS Avg: 0.05320
2023-09-22 17:07:23,800:	[Coach] >>> VALID @Epoch: 756  >>> 
2023-09-22 17:07:23,800:	[Coach] >>> TEST  @Epoch: 756  >>> 
2023-09-22 17:07:25,127:	[Wall TIME] >>> ChiefCoach.train takes 1.327072 seconds ...
2023-09-22 17:07:25,197:	[Coach] >>> TRAIN @Epoch: 757  >>>  || LOSS Avg: 0.05313
2023-09-22 17:07:25,197:	[Coach] >>> VALID @Epoch: 757  >>> 
2023-09-22 17:07:25,197:	[Coach] >>> TEST  @Epoch: 757  >>> 
2023-09-22 17:07:26,757:	[Wall TIME] >>> ChiefCoach.train takes 1.560099 seconds ...
2023-09-22 17:07:26,836:	[Coach] >>> TRAIN @Epoch: 758  >>>  || LOSS Avg: 0.05336
2023-09-22 17:07:26,837:	[Coach] >>> VALID @Epoch: 758  >>> 
2023-09-22 17:07:26,837:	[Coach] >>> TEST  @Epoch: 758  >>> 
2023-09-22 17:07:28,296:	[Wall TIME] >>> ChiefCoach.train takes 1.459313 seconds ...
2023-09-22 17:07:28,363:	[Coach] >>> TRAIN @Epoch: 759  >>>  || LOSS Avg: 0.05307
2023-09-22 17:07:28,363:	[Coach] >>> VALID @Epoch: 759  >>> 
2023-09-22 17:07:28,363:	[Coach] >>> TEST  @Epoch: 759  >>> 
2023-09-22 17:07:29,983:	[Wall TIME] >>> ChiefCoach.train takes 1.619686 seconds ...
2023-09-22 17:07:30,966:	[Wall TIME] >>> ChiefCoach.valid takes 0.913877 seconds ...
2023-09-22 17:07:30,967:	[Coach] >>> TRAIN @Epoch: 760  >>>  || LOSS Avg: 0.05305
2023-09-22 17:07:30,968:	[Coach] >>> VALID @Epoch: 760  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0538 || NDCG@5 Avg: 0.0235 || NDCG@10 Avg: 0.0293
2023-09-22 17:07:30,968:	[Coach] >>> TEST  @Epoch: 760  >>> 
2023-09-22 17:07:32,620:	[Wall TIME] >>> ChiefCoach.train takes 1.652542 seconds ...
2023-09-22 17:07:32,859:	[Coach] >>> TRAIN @Epoch: 761  >>>  || LOSS Avg: 0.05310
2023-09-22 17:07:32,859:	[Coach] >>> VALID @Epoch: 761  >>> 
2023-09-22 17:07:32,859:	[Coach] >>> TEST  @Epoch: 761  >>> 
2023-09-22 17:07:34,594:	[Wall TIME] >>> ChiefCoach.train takes 1.734530 seconds ...
2023-09-22 17:07:34,650:	[Coach] >>> TRAIN @Epoch: 762  >>>  || LOSS Avg: 0.05320
2023-09-22 17:07:34,650:	[Coach] >>> VALID @Epoch: 762  >>> 
2023-09-22 17:07:34,650:	[Coach] >>> TEST  @Epoch: 762  >>> 
2023-09-22 17:07:36,008:	[Wall TIME] >>> ChiefCoach.train takes 1.357866 seconds ...
2023-09-22 17:07:36,078:	[Coach] >>> TRAIN @Epoch: 763  >>>  || LOSS Avg: 0.05314
2023-09-22 17:07:36,078:	[Coach] >>> VALID @Epoch: 763  >>> 
2023-09-22 17:07:36,078:	[Coach] >>> TEST  @Epoch: 763  >>> 
2023-09-22 17:07:37,348:	[Wall TIME] >>> ChiefCoach.train takes 1.269877 seconds ...
2023-09-22 17:07:37,429:	[Coach] >>> TRAIN @Epoch: 764  >>>  || LOSS Avg: 0.05282
2023-09-22 17:07:37,430:	[Coach] >>> VALID @Epoch: 764  >>> 
2023-09-22 17:07:37,430:	[Coach] >>> TEST  @Epoch: 764  >>> 
2023-09-22 17:07:39,044:	[Wall TIME] >>> ChiefCoach.train takes 1.613480 seconds ...
2023-09-22 17:07:40,028:	[Wall TIME] >>> ChiefCoach.valid takes 0.861105 seconds ...
2023-09-22 17:07:40,028:	[Coach] >>> TRAIN @Epoch: 765  >>>  || LOSS Avg: 0.05270
2023-09-22 17:07:40,028:	[Coach] >>> VALID @Epoch: 765  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0296
2023-09-22 17:07:40,028:	[Coach] >>> TEST  @Epoch: 765  >>> 
2023-09-22 17:07:41,925:	[Wall TIME] >>> ChiefCoach.train takes 1.896671 seconds ...
2023-09-22 17:07:42,010:	[Coach] >>> TRAIN @Epoch: 766  >>>  || LOSS Avg: 0.05298
2023-09-22 17:07:42,010:	[Coach] >>> VALID @Epoch: 766  >>> 
2023-09-22 17:07:42,010:	[Coach] >>> TEST  @Epoch: 766  >>> 
2023-09-22 17:07:43,604:	[Wall TIME] >>> ChiefCoach.train takes 1.593485 seconds ...
2023-09-22 17:07:43,719:	[Coach] >>> TRAIN @Epoch: 767  >>>  || LOSS Avg: 0.05277
2023-09-22 17:07:43,719:	[Coach] >>> VALID @Epoch: 767  >>> 
2023-09-22 17:07:43,719:	[Coach] >>> TEST  @Epoch: 767  >>> 
2023-09-22 17:07:45,149:	[Wall TIME] >>> ChiefCoach.train takes 1.430465 seconds ...
2023-09-22 17:07:45,216:	[Coach] >>> TRAIN @Epoch: 768  >>>  || LOSS Avg: 0.05302
2023-09-22 17:07:45,216:	[Coach] >>> VALID @Epoch: 768  >>> 
2023-09-22 17:07:45,216:	[Coach] >>> TEST  @Epoch: 768  >>> 
2023-09-22 17:07:46,867:	[Wall TIME] >>> ChiefCoach.train takes 1.650556 seconds ...
2023-09-22 17:07:47,212:	[Coach] >>> TRAIN @Epoch: 769  >>>  || LOSS Avg: 0.05353
2023-09-22 17:07:47,212:	[Coach] >>> VALID @Epoch: 769  >>> 
2023-09-22 17:07:47,212:	[Coach] >>> TEST  @Epoch: 769  >>> 
2023-09-22 17:07:48,712:	[Wall TIME] >>> ChiefCoach.train takes 1.499907 seconds ...
2023-09-22 17:07:49,667:	[Wall TIME] >>> ChiefCoach.valid takes 0.897450 seconds ...
2023-09-22 17:07:49,668:	[Coach] >>> TRAIN @Epoch: 770  >>>  || LOSS Avg: 0.05330
2023-09-22 17:07:49,668:	[Coach] >>> VALID @Epoch: 770  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0548 || NDCG@5 Avg: 0.0235 || NDCG@10 Avg: 0.0296
2023-09-22 17:07:49,668:	[Coach] >>> TEST  @Epoch: 770  >>> 
2023-09-22 17:07:51,315:	[Wall TIME] >>> ChiefCoach.train takes 1.646660 seconds ...
2023-09-22 17:07:51,403:	[Coach] >>> TRAIN @Epoch: 771  >>>  || LOSS Avg: 0.05283
2023-09-22 17:07:51,403:	[Coach] >>> VALID @Epoch: 771  >>> 
2023-09-22 17:07:51,404:	[Coach] >>> TEST  @Epoch: 771  >>> 
2023-09-22 17:07:52,785:	[Wall TIME] >>> ChiefCoach.train takes 1.381485 seconds ...
2023-09-22 17:07:52,859:	[Coach] >>> TRAIN @Epoch: 772  >>>  || LOSS Avg: 0.05337
2023-09-22 17:07:52,860:	[Coach] >>> VALID @Epoch: 772  >>> 
2023-09-22 17:07:52,860:	[Coach] >>> TEST  @Epoch: 772  >>> 
2023-09-22 17:07:54,252:	[Wall TIME] >>> ChiefCoach.train takes 1.392078 seconds ...
2023-09-22 17:07:54,307:	[Coach] >>> TRAIN @Epoch: 773  >>>  || LOSS Avg: 0.05303
2023-09-22 17:07:54,308:	[Coach] >>> VALID @Epoch: 773  >>> 
2023-09-22 17:07:54,308:	[Coach] >>> TEST  @Epoch: 773  >>> 
2023-09-22 17:07:55,688:	[Wall TIME] >>> ChiefCoach.train takes 1.379961 seconds ...
2023-09-22 17:07:55,757:	[Coach] >>> TRAIN @Epoch: 774  >>>  || LOSS Avg: 0.05287
2023-09-22 17:07:55,757:	[Coach] >>> VALID @Epoch: 774  >>> 
2023-09-22 17:07:55,757:	[Coach] >>> TEST  @Epoch: 774  >>> 
2023-09-22 17:07:57,183:	[Wall TIME] >>> ChiefCoach.train takes 1.425466 seconds ...
2023-09-22 17:07:58,078:	[Wall TIME] >>> ChiefCoach.valid takes 0.821336 seconds ...
2023-09-22 17:07:58,079:	[Coach] >>> TRAIN @Epoch: 775  >>>  || LOSS Avg: 0.05338
2023-09-22 17:07:58,079:	[Coach] >>> VALID @Epoch: 775  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0359 || HITRATE@10 Avg: 0.0546 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0296
2023-09-22 17:07:58,079:	[Coach] >>> TEST  @Epoch: 775  >>> 
2023-09-22 17:07:59,673:	[Wall TIME] >>> ChiefCoach.train takes 1.593079 seconds ...
2023-09-22 17:07:59,731:	[Coach] >>> TRAIN @Epoch: 776  >>>  || LOSS Avg: 0.05328
2023-09-22 17:07:59,731:	[Coach] >>> VALID @Epoch: 776  >>> 
2023-09-22 17:07:59,731:	[Coach] >>> TEST  @Epoch: 776  >>> 
2023-09-22 17:08:01,123:	[Wall TIME] >>> ChiefCoach.train takes 1.391971 seconds ...
2023-09-22 17:08:01,178:	[Coach] >>> TRAIN @Epoch: 777  >>>  || LOSS Avg: 0.05275
2023-09-22 17:08:01,178:	[Coach] >>> VALID @Epoch: 777  >>> 
2023-09-22 17:08:01,178:	[Coach] >>> TEST  @Epoch: 777  >>> 
2023-09-22 17:08:03,012:	[Wall TIME] >>> ChiefCoach.train takes 1.833888 seconds ...
2023-09-22 17:08:03,293:	[Coach] >>> TRAIN @Epoch: 778  >>>  || LOSS Avg: 0.05286
2023-09-22 17:08:03,293:	[Coach] >>> VALID @Epoch: 778  >>> 
2023-09-22 17:08:03,293:	[Coach] >>> TEST  @Epoch: 778  >>> 
2023-09-22 17:08:04,780:	[Wall TIME] >>> ChiefCoach.train takes 1.486934 seconds ...
2023-09-22 17:08:04,836:	[Coach] >>> TRAIN @Epoch: 779  >>>  || LOSS Avg: 0.05309
2023-09-22 17:08:04,837:	[Coach] >>> VALID @Epoch: 779  >>> 
2023-09-22 17:08:04,837:	[Coach] >>> TEST  @Epoch: 779  >>> 
2023-09-22 17:08:06,396:	[Wall TIME] >>> ChiefCoach.train takes 1.559436 seconds ...
2023-09-22 17:08:07,461:	[Wall TIME] >>> ChiefCoach.valid takes 0.849183 seconds ...
2023-09-22 17:08:07,461:	[Coach] >>> TRAIN @Epoch: 780  >>>  || LOSS Avg: 0.05284
2023-09-22 17:08:07,462:	[Coach] >>> VALID @Epoch: 780  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0366 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0294
2023-09-22 17:08:07,462:	[Coach] >>> TEST  @Epoch: 780  >>> 
2023-09-22 17:08:08,946:	[Wall TIME] >>> ChiefCoach.train takes 1.484602 seconds ...
2023-09-22 17:08:09,005:	[Coach] >>> TRAIN @Epoch: 781  >>>  || LOSS Avg: 0.05257
2023-09-22 17:08:09,005:	[Coach] >>> VALID @Epoch: 781  >>> 
2023-09-22 17:08:09,005:	[Coach] >>> TEST  @Epoch: 781  >>> 
2023-09-22 17:08:10,588:	[Wall TIME] >>> ChiefCoach.train takes 1.582854 seconds ...
2023-09-22 17:08:10,649:	[Coach] >>> TRAIN @Epoch: 782  >>>  || LOSS Avg: 0.05303
2023-09-22 17:08:10,649:	[Coach] >>> VALID @Epoch: 782  >>> 
2023-09-22 17:08:10,649:	[Coach] >>> TEST  @Epoch: 782  >>> 
2023-09-22 17:08:11,881:	[Wall TIME] >>> ChiefCoach.train takes 1.231618 seconds ...
2023-09-22 17:08:12,076:	[Coach] >>> TRAIN @Epoch: 783  >>>  || LOSS Avg: 0.05302
2023-09-22 17:08:12,076:	[Coach] >>> VALID @Epoch: 783  >>> 
2023-09-22 17:08:12,076:	[Coach] >>> TEST  @Epoch: 783  >>> 
2023-09-22 17:08:13,488:	[Wall TIME] >>> ChiefCoach.train takes 1.410735 seconds ...
2023-09-22 17:08:13,560:	[Coach] >>> TRAIN @Epoch: 784  >>>  || LOSS Avg: 0.05342
2023-09-22 17:08:13,560:	[Coach] >>> VALID @Epoch: 784  >>> 
2023-09-22 17:08:13,560:	[Coach] >>> TEST  @Epoch: 784  >>> 
2023-09-22 17:08:15,311:	[Wall TIME] >>> ChiefCoach.train takes 1.750960 seconds ...
2023-09-22 17:08:16,235:	[Wall TIME] >>> ChiefCoach.valid takes 0.856794 seconds ...
2023-09-22 17:08:16,235:	[Coach] >>> TRAIN @Epoch: 785  >>>  || LOSS Avg: 0.05283
2023-09-22 17:08:16,235:	[Coach] >>> VALID @Epoch: 785  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0533 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0295
2023-09-22 17:08:16,236:	[Coach] >>> TEST  @Epoch: 785  >>> 
2023-09-22 17:08:17,729:	[Wall TIME] >>> ChiefCoach.train takes 1.493705 seconds ...
2023-09-22 17:08:17,858:	[Coach] >>> TRAIN @Epoch: 786  >>>  || LOSS Avg: 0.05317
2023-09-22 17:08:18,151:	[Coach] >>> VALID @Epoch: 786  >>> 
2023-09-22 17:08:18,151:	[Coach] >>> TEST  @Epoch: 786  >>> 
2023-09-22 17:08:19,804:	[Wall TIME] >>> ChiefCoach.train takes 1.652507 seconds ...
2023-09-22 17:08:19,885:	[Coach] >>> TRAIN @Epoch: 787  >>>  || LOSS Avg: 0.05313
2023-09-22 17:08:19,885:	[Coach] >>> VALID @Epoch: 787  >>> 
2023-09-22 17:08:19,885:	[Coach] >>> TEST  @Epoch: 787  >>> 
2023-09-22 17:08:21,553:	[Wall TIME] >>> ChiefCoach.train takes 1.667757 seconds ...
2023-09-22 17:08:21,610:	[Coach] >>> TRAIN @Epoch: 788  >>>  || LOSS Avg: 0.05345
2023-09-22 17:08:21,611:	[Coach] >>> VALID @Epoch: 788  >>> 
2023-09-22 17:08:21,611:	[Coach] >>> TEST  @Epoch: 788  >>> 
2023-09-22 17:08:23,120:	[Wall TIME] >>> ChiefCoach.train takes 1.509244 seconds ...
2023-09-22 17:08:23,185:	[Coach] >>> TRAIN @Epoch: 789  >>>  || LOSS Avg: 0.05266
2023-09-22 17:08:23,185:	[Coach] >>> VALID @Epoch: 789  >>> 
2023-09-22 17:08:23,185:	[Coach] >>> TEST  @Epoch: 789  >>> 
2023-09-22 17:08:24,927:	[Wall TIME] >>> ChiefCoach.train takes 1.741464 seconds ...
2023-09-22 17:08:25,955:	[Wall TIME] >>> ChiefCoach.valid takes 0.844082 seconds ...
2023-09-22 17:08:25,955:	[Coach] >>> TRAIN @Epoch: 790  >>>  || LOSS Avg: 0.05319
2023-09-22 17:08:25,955:	[Coach] >>> VALID @Epoch: 790  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0359 || HITRATE@10 Avg: 0.0537 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0297
2023-09-22 17:08:25,955:	[Coach] >>> TEST  @Epoch: 790  >>> 
2023-09-22 17:08:27,427:	[Wall TIME] >>> ChiefCoach.train takes 1.470910 seconds ...
2023-09-22 17:08:27,593:	[Coach] >>> TRAIN @Epoch: 791  >>>  || LOSS Avg: 0.05298
2023-09-22 17:08:27,594:	[Coach] >>> VALID @Epoch: 791  >>> 
2023-09-22 17:08:27,594:	[Coach] >>> TEST  @Epoch: 791  >>> 
2023-09-22 17:08:29,148:	[Wall TIME] >>> ChiefCoach.train takes 1.553827 seconds ...
2023-09-22 17:08:29,203:	[Coach] >>> TRAIN @Epoch: 792  >>>  || LOSS Avg: 0.05318
2023-09-22 17:08:29,204:	[Coach] >>> VALID @Epoch: 792  >>> 
2023-09-22 17:08:29,204:	[Coach] >>> TEST  @Epoch: 792  >>> 
2023-09-22 17:08:30,735:	[Wall TIME] >>> ChiefCoach.train takes 1.531685 seconds ...
2023-09-22 17:08:30,804:	[Coach] >>> TRAIN @Epoch: 793  >>>  || LOSS Avg: 0.05301
2023-09-22 17:08:30,804:	[Coach] >>> VALID @Epoch: 793  >>> 
2023-09-22 17:08:30,804:	[Coach] >>> TEST  @Epoch: 793  >>> 
2023-09-22 17:08:32,479:	[Wall TIME] >>> ChiefCoach.train takes 1.674846 seconds ...
2023-09-22 17:08:32,596:	[Coach] >>> TRAIN @Epoch: 794  >>>  || LOSS Avg: 0.05269
2023-09-22 17:08:32,596:	[Coach] >>> VALID @Epoch: 794  >>> 
2023-09-22 17:08:32,596:	[Coach] >>> TEST  @Epoch: 794  >>> 
2023-09-22 17:08:34,365:	[Wall TIME] >>> ChiefCoach.train takes 1.768157 seconds ...
2023-09-22 17:08:35,314:	[Wall TIME] >>> ChiefCoach.valid takes 0.895001 seconds ...
2023-09-22 17:08:35,314:	[Coach] >>> TRAIN @Epoch: 795  >>>  || LOSS Avg: 0.05290
2023-09-22 17:08:35,314:	[Coach] >>> VALID @Epoch: 795  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0355 || HITRATE@10 Avg: 0.0535 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0294
2023-09-22 17:08:35,314:	[Coach] >>> TEST  @Epoch: 795  >>> 
2023-09-22 17:08:36,940:	[Wall TIME] >>> ChiefCoach.train takes 1.625631 seconds ...
2023-09-22 17:08:37,000:	[Coach] >>> TRAIN @Epoch: 796  >>>  || LOSS Avg: 0.05304
2023-09-22 17:08:37,000:	[Coach] >>> VALID @Epoch: 796  >>> 
2023-09-22 17:08:37,000:	[Coach] >>> TEST  @Epoch: 796  >>> 
2023-09-22 17:08:38,321:	[Wall TIME] >>> ChiefCoach.train takes 1.321231 seconds ...
2023-09-22 17:08:38,388:	[Coach] >>> TRAIN @Epoch: 797  >>>  || LOSS Avg: 0.05353
2023-09-22 17:08:38,388:	[Coach] >>> VALID @Epoch: 797  >>> 
2023-09-22 17:08:38,388:	[Coach] >>> TEST  @Epoch: 797  >>> 
2023-09-22 17:08:39,701:	[Wall TIME] >>> ChiefCoach.train takes 1.312429 seconds ...
2023-09-22 17:08:39,794:	[Coach] >>> TRAIN @Epoch: 798  >>>  || LOSS Avg: 0.05326
2023-09-22 17:08:39,794:	[Coach] >>> VALID @Epoch: 798  >>> 
2023-09-22 17:08:39,794:	[Coach] >>> TEST  @Epoch: 798  >>> 
2023-09-22 17:08:41,363:	[Wall TIME] >>> ChiefCoach.train takes 1.568342 seconds ...
2023-09-22 17:08:41,440:	[Coach] >>> TRAIN @Epoch: 799  >>>  || LOSS Avg: 0.05251
2023-09-22 17:08:41,440:	[Coach] >>> VALID @Epoch: 799  >>> 
2023-09-22 17:08:41,440:	[Coach] >>> TEST  @Epoch: 799  >>> 
2023-09-22 17:08:42,894:	[Wall TIME] >>> ChiefCoach.train takes 1.453285 seconds ...
2023-09-22 17:08:43,819:	[Wall TIME] >>> ChiefCoach.valid takes 0.870848 seconds ...
2023-09-22 17:08:43,820:	[Coach] >>> TRAIN @Epoch: 800  >>>  || LOSS Avg: 0.05269
2023-09-22 17:08:43,820:	[Coach] >>> VALID @Epoch: 800  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0538 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0295
2023-09-22 17:08:43,820:	[Coach] >>> TEST  @Epoch: 800  >>> 
2023-09-22 17:08:45,394:	[Wall TIME] >>> ChiefCoach.train takes 1.574167 seconds ...
2023-09-22 17:08:45,461:	[Coach] >>> TRAIN @Epoch: 801  >>>  || LOSS Avg: 0.05255
2023-09-22 17:08:45,461:	[Coach] >>> VALID @Epoch: 801  >>> 
2023-09-22 17:08:45,461:	[Coach] >>> TEST  @Epoch: 801  >>> 
2023-09-22 17:08:46,946:	[Wall TIME] >>> ChiefCoach.train takes 1.484581 seconds ...
2023-09-22 17:08:47,012:	[Coach] >>> TRAIN @Epoch: 802  >>>  || LOSS Avg: 0.05287
2023-09-22 17:08:47,012:	[Coach] >>> VALID @Epoch: 802  >>> 
2023-09-22 17:08:47,013:	[Coach] >>> TEST  @Epoch: 802  >>> 
2023-09-22 17:08:48,393:	[Wall TIME] >>> ChiefCoach.train takes 1.379814 seconds ...
2023-09-22 17:08:48,449:	[Coach] >>> TRAIN @Epoch: 803  >>>  || LOSS Avg: 0.05315
2023-09-22 17:08:48,449:	[Coach] >>> VALID @Epoch: 803  >>> 
2023-09-22 17:08:48,449:	[Coach] >>> TEST  @Epoch: 803  >>> 
2023-09-22 17:08:49,841:	[Wall TIME] >>> ChiefCoach.train takes 1.391774 seconds ...
2023-09-22 17:08:49,911:	[Coach] >>> TRAIN @Epoch: 804  >>>  || LOSS Avg: 0.05284
2023-09-22 17:08:49,911:	[Coach] >>> VALID @Epoch: 804  >>> 
2023-09-22 17:08:49,911:	[Coach] >>> TEST  @Epoch: 804  >>> 
2023-09-22 17:08:51,725:	[Wall TIME] >>> ChiefCoach.train takes 1.813679 seconds ...
2023-09-22 17:08:52,637:	[Wall TIME] >>> ChiefCoach.valid takes 0.843001 seconds ...
2023-09-22 17:08:52,638:	[Coach] >>> Better ***NDCG@10*** of ***0.0299*** 
2023-09-22 17:08:52,658:	[Coach] >>> TRAIN @Epoch: 805  >>>  || LOSS Avg: 0.05261
2023-09-22 17:08:52,658:	[Coach] >>> VALID @Epoch: 805  >>>  || HITRATE@1 Avg: 0.0122 || HITRATE@5 Avg: 0.0368 || HITRATE@10 Avg: 0.0540 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0299
2023-09-22 17:08:52,658:	[Coach] >>> TEST  @Epoch: 805  >>> 
2023-09-22 17:08:54,213:	[Wall TIME] >>> ChiefCoach.train takes 1.554258 seconds ...
2023-09-22 17:08:54,277:	[Coach] >>> TRAIN @Epoch: 806  >>>  || LOSS Avg: 0.05298
2023-09-22 17:08:54,277:	[Coach] >>> VALID @Epoch: 806  >>> 
2023-09-22 17:08:54,277:	[Coach] >>> TEST  @Epoch: 806  >>> 
2023-09-22 17:08:55,710:	[Wall TIME] >>> ChiefCoach.train takes 1.432837 seconds ...
2023-09-22 17:08:55,763:	[Coach] >>> TRAIN @Epoch: 807  >>>  || LOSS Avg: 0.05287
2023-09-22 17:08:55,763:	[Coach] >>> VALID @Epoch: 807  >>> 
2023-09-22 17:08:55,763:	[Coach] >>> TEST  @Epoch: 807  >>> 
2023-09-22 17:08:57,168:	[Wall TIME] >>> ChiefCoach.train takes 1.404887 seconds ...
2023-09-22 17:08:57,336:	[Coach] >>> TRAIN @Epoch: 808  >>>  || LOSS Avg: 0.05240
2023-09-22 17:08:57,336:	[Coach] >>> VALID @Epoch: 808  >>> 
2023-09-22 17:08:57,336:	[Coach] >>> TEST  @Epoch: 808  >>> 
2023-09-22 17:08:58,889:	[Wall TIME] >>> ChiefCoach.train takes 1.552138 seconds ...
2023-09-22 17:08:58,947:	[Coach] >>> TRAIN @Epoch: 809  >>>  || LOSS Avg: 0.05269
2023-09-22 17:08:58,947:	[Coach] >>> VALID @Epoch: 809  >>> 
2023-09-22 17:08:58,947:	[Coach] >>> TEST  @Epoch: 809  >>> 
2023-09-22 17:09:00,380:	[Wall TIME] >>> ChiefCoach.train takes 1.432622 seconds ...
2023-09-22 17:09:01,439:	[Wall TIME] >>> ChiefCoach.valid takes 0.996475 seconds ...
2023-09-22 17:09:01,440:	[Coach] >>> TRAIN @Epoch: 810  >>>  || LOSS Avg: 0.05278
2023-09-22 17:09:01,440:	[Coach] >>> VALID @Epoch: 810  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0364 || HITRATE@10 Avg: 0.0548 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0298
2023-09-22 17:09:01,440:	[Coach] >>> TEST  @Epoch: 810  >>> 
2023-09-22 17:09:02,577:	[Wall TIME] >>> ChiefCoach.train takes 1.137332 seconds ...
2023-09-22 17:09:02,637:	[Coach] >>> TRAIN @Epoch: 811  >>>  || LOSS Avg: 0.05320
2023-09-22 17:09:02,637:	[Coach] >>> VALID @Epoch: 811  >>> 
2023-09-22 17:09:02,637:	[Coach] >>> TEST  @Epoch: 811  >>> 
2023-09-22 17:09:03,910:	[Wall TIME] >>> ChiefCoach.train takes 1.272513 seconds ...
2023-09-22 17:09:03,975:	[Coach] >>> TRAIN @Epoch: 812  >>>  || LOSS Avg: 0.05261
2023-09-22 17:09:03,975:	[Coach] >>> VALID @Epoch: 812  >>> 
2023-09-22 17:09:03,975:	[Coach] >>> TEST  @Epoch: 812  >>> 
2023-09-22 17:09:05,202:	[Wall TIME] >>> ChiefCoach.train takes 1.226604 seconds ...
2023-09-22 17:09:05,256:	[Coach] >>> TRAIN @Epoch: 813  >>>  || LOSS Avg: 0.05310
2023-09-22 17:09:05,256:	[Coach] >>> VALID @Epoch: 813  >>> 
2023-09-22 17:09:05,257:	[Coach] >>> TEST  @Epoch: 813  >>> 
2023-09-22 17:09:06,507:	[Wall TIME] >>> ChiefCoach.train takes 1.249802 seconds ...
2023-09-22 17:09:06,581:	[Coach] >>> TRAIN @Epoch: 814  >>>  || LOSS Avg: 0.05282
2023-09-22 17:09:06,582:	[Coach] >>> VALID @Epoch: 814  >>> 
2023-09-22 17:09:06,582:	[Coach] >>> TEST  @Epoch: 814  >>> 
2023-09-22 17:09:07,761:	[Wall TIME] >>> ChiefCoach.train takes 1.178658 seconds ...
2023-09-22 17:09:08,667:	[Wall TIME] >>> ChiefCoach.valid takes 0.844260 seconds ...
2023-09-22 17:09:08,667:	[Coach] >>> TRAIN @Epoch: 815  >>>  || LOSS Avg: 0.05306
2023-09-22 17:09:08,667:	[Coach] >>> VALID @Epoch: 815  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0547 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0297
2023-09-22 17:09:08,667:	[Coach] >>> TEST  @Epoch: 815  >>> 
2023-09-22 17:09:09,902:	[Wall TIME] >>> ChiefCoach.train takes 1.234595 seconds ...
2023-09-22 17:09:09,964:	[Coach] >>> TRAIN @Epoch: 816  >>>  || LOSS Avg: 0.05329
2023-09-22 17:09:09,964:	[Coach] >>> VALID @Epoch: 816  >>> 
2023-09-22 17:09:09,964:	[Coach] >>> TEST  @Epoch: 816  >>> 
2023-09-22 17:09:11,370:	[Wall TIME] >>> ChiefCoach.train takes 1.405586 seconds ...
2023-09-22 17:09:11,430:	[Coach] >>> TRAIN @Epoch: 817  >>>  || LOSS Avg: 0.05292
2023-09-22 17:09:11,430:	[Coach] >>> VALID @Epoch: 817  >>> 
2023-09-22 17:09:11,430:	[Coach] >>> TEST  @Epoch: 817  >>> 
2023-09-22 17:09:12,678:	[Wall TIME] >>> ChiefCoach.train takes 1.247736 seconds ...
2023-09-22 17:09:12,900:	[Coach] >>> TRAIN @Epoch: 818  >>>  || LOSS Avg: 0.05281
2023-09-22 17:09:12,900:	[Coach] >>> VALID @Epoch: 818  >>> 
2023-09-22 17:09:12,900:	[Coach] >>> TEST  @Epoch: 818  >>> 
2023-09-22 17:09:14,070:	[Wall TIME] >>> ChiefCoach.train takes 1.169458 seconds ...
2023-09-22 17:09:14,123:	[Coach] >>> TRAIN @Epoch: 819  >>>  || LOSS Avg: 0.05301
2023-09-22 17:09:14,123:	[Coach] >>> VALID @Epoch: 819  >>> 
2023-09-22 17:09:14,123:	[Coach] >>> TEST  @Epoch: 819  >>> 
2023-09-22 17:09:15,318:	[Wall TIME] >>> ChiefCoach.train takes 1.194501 seconds ...
2023-09-22 17:09:16,241:	[Wall TIME] >>> ChiefCoach.valid takes 0.866626 seconds ...
2023-09-22 17:09:16,241:	[Coach] >>> TRAIN @Epoch: 820  >>>  || LOSS Avg: 0.05264
2023-09-22 17:09:16,241:	[Coach] >>> VALID @Epoch: 820  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0296
2023-09-22 17:09:16,242:	[Coach] >>> TEST  @Epoch: 820  >>> 
2023-09-22 17:09:17,550:	[Wall TIME] >>> ChiefCoach.train takes 1.308610 seconds ...
2023-09-22 17:09:17,678:	[Coach] >>> TRAIN @Epoch: 821  >>>  || LOSS Avg: 0.05237
2023-09-22 17:09:17,678:	[Coach] >>> VALID @Epoch: 821  >>> 
2023-09-22 17:09:17,678:	[Coach] >>> TEST  @Epoch: 821  >>> 
2023-09-22 17:09:18,937:	[Wall TIME] >>> ChiefCoach.train takes 1.258925 seconds ...
2023-09-22 17:09:19,003:	[Coach] >>> TRAIN @Epoch: 822  >>>  || LOSS Avg: 0.05278
2023-09-22 17:09:19,003:	[Coach] >>> VALID @Epoch: 822  >>> 
2023-09-22 17:09:19,003:	[Coach] >>> TEST  @Epoch: 822  >>> 
2023-09-22 17:09:20,197:	[Wall TIME] >>> ChiefCoach.train takes 1.193421 seconds ...
2023-09-22 17:09:20,265:	[Coach] >>> TRAIN @Epoch: 823  >>>  || LOSS Avg: 0.05265
2023-09-22 17:09:20,266:	[Coach] >>> VALID @Epoch: 823  >>> 
2023-09-22 17:09:20,266:	[Coach] >>> TEST  @Epoch: 823  >>> 
2023-09-22 17:09:21,481:	[Wall TIME] >>> ChiefCoach.train takes 1.214928 seconds ...
2023-09-22 17:09:21,544:	[Coach] >>> TRAIN @Epoch: 824  >>>  || LOSS Avg: 0.05249
2023-09-22 17:09:21,544:	[Coach] >>> VALID @Epoch: 824  >>> 
2023-09-22 17:09:21,544:	[Coach] >>> TEST  @Epoch: 824  >>> 
2023-09-22 17:09:22,713:	[Wall TIME] >>> ChiefCoach.train takes 1.169106 seconds ...
2023-09-22 17:09:23,661:	[Wall TIME] >>> ChiefCoach.valid takes 0.881227 seconds ...
2023-09-22 17:09:23,662:	[Coach] >>> TRAIN @Epoch: 825  >>>  || LOSS Avg: 0.05267
2023-09-22 17:09:23,662:	[Coach] >>> VALID @Epoch: 825  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0535 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0294
2023-09-22 17:09:23,662:	[Coach] >>> TEST  @Epoch: 825  >>> 
2023-09-22 17:09:25,091:	[Wall TIME] >>> ChiefCoach.train takes 1.428518 seconds ...
2023-09-22 17:09:25,260:	[Coach] >>> TRAIN @Epoch: 826  >>>  || LOSS Avg: 0.05308
2023-09-22 17:09:25,261:	[Coach] >>> VALID @Epoch: 826  >>> 
2023-09-22 17:09:25,261:	[Coach] >>> TEST  @Epoch: 826  >>> 
2023-09-22 17:09:26,591:	[Wall TIME] >>> ChiefCoach.train takes 1.329856 seconds ...
2023-09-22 17:09:26,783:	[Coach] >>> TRAIN @Epoch: 827  >>>  || LOSS Avg: 0.05268
2023-09-22 17:09:26,783:	[Coach] >>> VALID @Epoch: 827  >>> 
2023-09-22 17:09:26,783:	[Coach] >>> TEST  @Epoch: 827  >>> 
2023-09-22 17:09:28,148:	[Wall TIME] >>> ChiefCoach.train takes 1.364368 seconds ...
2023-09-22 17:09:28,208:	[Coach] >>> TRAIN @Epoch: 828  >>>  || LOSS Avg: 0.05278
2023-09-22 17:09:28,208:	[Coach] >>> VALID @Epoch: 828  >>> 
2023-09-22 17:09:28,208:	[Coach] >>> TEST  @Epoch: 828  >>> 
2023-09-22 17:09:29,671:	[Wall TIME] >>> ChiefCoach.train takes 1.463059 seconds ...
2023-09-22 17:09:29,726:	[Coach] >>> TRAIN @Epoch: 829  >>>  || LOSS Avg: 0.05251
2023-09-22 17:09:29,726:	[Coach] >>> VALID @Epoch: 829  >>> 
2023-09-22 17:09:29,726:	[Coach] >>> TEST  @Epoch: 829  >>> 
2023-09-22 17:09:31,382:	[Wall TIME] >>> ChiefCoach.train takes 1.655144 seconds ...
2023-09-22 17:09:32,366:	[Wall TIME] >>> ChiefCoach.valid takes 0.882538 seconds ...
2023-09-22 17:09:32,366:	[Coach] >>> TRAIN @Epoch: 830  >>>  || LOSS Avg: 0.05301
2023-09-22 17:09:32,367:	[Coach] >>> VALID @Epoch: 830  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0296
2023-09-22 17:09:32,367:	[Coach] >>> TEST  @Epoch: 830  >>> 
2023-09-22 17:09:33,890:	[Wall TIME] >>> ChiefCoach.train takes 1.523405 seconds ...
2023-09-22 17:09:34,114:	[Coach] >>> TRAIN @Epoch: 831  >>>  || LOSS Avg: 0.05262
2023-09-22 17:09:34,115:	[Coach] >>> VALID @Epoch: 831  >>> 
2023-09-22 17:09:34,115:	[Coach] >>> TEST  @Epoch: 831  >>> 
2023-09-22 17:09:35,481:	[Wall TIME] >>> ChiefCoach.train takes 1.366118 seconds ...
2023-09-22 17:09:35,542:	[Coach] >>> TRAIN @Epoch: 832  >>>  || LOSS Avg: 0.05229
2023-09-22 17:09:35,542:	[Coach] >>> VALID @Epoch: 832  >>> 
2023-09-22 17:09:35,542:	[Coach] >>> TEST  @Epoch: 832  >>> 
2023-09-22 17:09:37,221:	[Wall TIME] >>> ChiefCoach.train takes 1.678942 seconds ...
2023-09-22 17:09:37,280:	[Coach] >>> TRAIN @Epoch: 833  >>>  || LOSS Avg: 0.05275
2023-09-22 17:09:37,280:	[Coach] >>> VALID @Epoch: 833  >>> 
2023-09-22 17:09:37,280:	[Coach] >>> TEST  @Epoch: 833  >>> 
2023-09-22 17:09:38,794:	[Wall TIME] >>> ChiefCoach.train takes 1.513696 seconds ...
2023-09-22 17:09:38,849:	[Coach] >>> TRAIN @Epoch: 834  >>>  || LOSS Avg: 0.05307
2023-09-22 17:09:38,849:	[Coach] >>> VALID @Epoch: 834  >>> 
2023-09-22 17:09:38,850:	[Coach] >>> TEST  @Epoch: 834  >>> 
2023-09-22 17:09:40,137:	[Wall TIME] >>> ChiefCoach.train takes 1.286827 seconds ...
2023-09-22 17:09:41,056:	[Wall TIME] >>> ChiefCoach.valid takes 0.844952 seconds ...
2023-09-22 17:09:41,056:	[Coach] >>> TRAIN @Epoch: 835  >>>  || LOSS Avg: 0.05261
2023-09-22 17:09:41,056:	[Coach] >>> VALID @Epoch: 835  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0355 || HITRATE@10 Avg: 0.0543 || NDCG@5 Avg: 0.0235 || NDCG@10 Avg: 0.0295
2023-09-22 17:09:41,056:	[Coach] >>> TEST  @Epoch: 835  >>> 
2023-09-22 17:09:42,833:	[Wall TIME] >>> ChiefCoach.train takes 1.775926 seconds ...
2023-09-22 17:09:42,968:	[Coach] >>> TRAIN @Epoch: 836  >>>  || LOSS Avg: 0.05269
2023-09-22 17:09:42,968:	[Coach] >>> VALID @Epoch: 836  >>> 
2023-09-22 17:09:42,968:	[Coach] >>> TEST  @Epoch: 836  >>> 
2023-09-22 17:09:44,550:	[Wall TIME] >>> ChiefCoach.train takes 1.580929 seconds ...
2023-09-22 17:09:44,619:	[Coach] >>> TRAIN @Epoch: 837  >>>  || LOSS Avg: 0.05290
2023-09-22 17:09:44,619:	[Coach] >>> VALID @Epoch: 837  >>> 
2023-09-22 17:09:44,620:	[Coach] >>> TEST  @Epoch: 837  >>> 
2023-09-22 17:09:46,162:	[Wall TIME] >>> ChiefCoach.train takes 1.541921 seconds ...
2023-09-22 17:09:46,222:	[Coach] >>> TRAIN @Epoch: 838  >>>  || LOSS Avg: 0.05291
2023-09-22 17:09:46,222:	[Coach] >>> VALID @Epoch: 838  >>> 
2023-09-22 17:09:46,222:	[Coach] >>> TEST  @Epoch: 838  >>> 
2023-09-22 17:09:47,626:	[Wall TIME] >>> ChiefCoach.train takes 1.403669 seconds ...
2023-09-22 17:09:47,685:	[Coach] >>> TRAIN @Epoch: 839  >>>  || LOSS Avg: 0.05258
2023-09-22 17:09:47,686:	[Coach] >>> VALID @Epoch: 839  >>> 
2023-09-22 17:09:47,686:	[Coach] >>> TEST  @Epoch: 839  >>> 
2023-09-22 17:09:49,622:	[Wall TIME] >>> ChiefCoach.train takes 1.936371 seconds ...
2023-09-22 17:09:50,560:	[Wall TIME] >>> ChiefCoach.valid takes 0.875878 seconds ...
2023-09-22 17:09:50,560:	[Coach] >>> TRAIN @Epoch: 840  >>>  || LOSS Avg: 0.05266
2023-09-22 17:09:50,560:	[Coach] >>> VALID @Epoch: 840  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0351 || HITRATE@10 Avg: 0.0533 || NDCG@5 Avg: 0.0233 || NDCG@10 Avg: 0.0291
2023-09-22 17:09:50,560:	[Coach] >>> TEST  @Epoch: 840  >>> 
2023-09-22 17:09:52,124:	[Wall TIME] >>> ChiefCoach.train takes 1.563156 seconds ...
2023-09-22 17:09:52,323:	[Coach] >>> TRAIN @Epoch: 841  >>>  || LOSS Avg: 0.05222
2023-09-22 17:09:52,324:	[Coach] >>> VALID @Epoch: 841  >>> 
2023-09-22 17:09:52,324:	[Coach] >>> TEST  @Epoch: 841  >>> 
2023-09-22 17:09:53,937:	[Wall TIME] >>> ChiefCoach.train takes 1.612711 seconds ...
2023-09-22 17:09:54,181:	[Coach] >>> TRAIN @Epoch: 842  >>>  || LOSS Avg: 0.05228
2023-09-22 17:09:54,181:	[Coach] >>> VALID @Epoch: 842  >>> 
2023-09-22 17:09:54,181:	[Coach] >>> TEST  @Epoch: 842  >>> 
2023-09-22 17:09:55,763:	[Wall TIME] >>> ChiefCoach.train takes 1.582303 seconds ...
2023-09-22 17:09:55,825:	[Coach] >>> TRAIN @Epoch: 843  >>>  || LOSS Avg: 0.05270
2023-09-22 17:09:55,825:	[Coach] >>> VALID @Epoch: 843  >>> 
2023-09-22 17:09:55,825:	[Coach] >>> TEST  @Epoch: 843  >>> 
2023-09-22 17:09:57,430:	[Wall TIME] >>> ChiefCoach.train takes 1.605028 seconds ...
2023-09-22 17:09:57,490:	[Coach] >>> TRAIN @Epoch: 844  >>>  || LOSS Avg: 0.05239
2023-09-22 17:09:57,490:	[Coach] >>> VALID @Epoch: 844  >>> 
2023-09-22 17:09:57,491:	[Coach] >>> TEST  @Epoch: 844  >>> 
2023-09-22 17:09:58,914:	[Wall TIME] >>> ChiefCoach.train takes 1.423109 seconds ...
2023-09-22 17:09:59,933:	[Wall TIME] >>> ChiefCoach.valid takes 0.856911 seconds ...
2023-09-22 17:09:59,933:	[Coach] >>> TRAIN @Epoch: 845  >>>  || LOSS Avg: 0.05259
2023-09-22 17:09:59,934:	[Coach] >>> VALID @Epoch: 845  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0533 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0294
2023-09-22 17:09:59,934:	[Coach] >>> TEST  @Epoch: 845  >>> 
2023-09-22 17:10:01,459:	[Wall TIME] >>> ChiefCoach.train takes 1.525276 seconds ...
2023-09-22 17:10:01,721:	[Coach] >>> TRAIN @Epoch: 846  >>>  || LOSS Avg: 0.05268
2023-09-22 17:10:01,721:	[Coach] >>> VALID @Epoch: 846  >>> 
2023-09-22 17:10:01,721:	[Coach] >>> TEST  @Epoch: 846  >>> 
2023-09-22 17:10:03,234:	[Wall TIME] >>> ChiefCoach.train takes 1.512700 seconds ...
2023-09-22 17:10:03,298:	[Coach] >>> TRAIN @Epoch: 847  >>>  || LOSS Avg: 0.05268
2023-09-22 17:10:03,298:	[Coach] >>> VALID @Epoch: 847  >>> 
2023-09-22 17:10:03,298:	[Coach] >>> TEST  @Epoch: 847  >>> 
2023-09-22 17:10:04,780:	[Wall TIME] >>> ChiefCoach.train takes 1.481644 seconds ...
2023-09-22 17:10:04,837:	[Coach] >>> TRAIN @Epoch: 848  >>>  || LOSS Avg: 0.05245
2023-09-22 17:10:04,837:	[Coach] >>> VALID @Epoch: 848  >>> 
2023-09-22 17:10:04,837:	[Coach] >>> TEST  @Epoch: 848  >>> 
2023-09-22 17:10:06,432:	[Wall TIME] >>> ChiefCoach.train takes 1.595001 seconds ...
2023-09-22 17:10:06,487:	[Coach] >>> TRAIN @Epoch: 849  >>>  || LOSS Avg: 0.05269
2023-09-22 17:10:06,487:	[Coach] >>> VALID @Epoch: 849  >>> 
2023-09-22 17:10:06,487:	[Coach] >>> TEST  @Epoch: 849  >>> 
2023-09-22 17:10:07,900:	[Wall TIME] >>> ChiefCoach.train takes 1.412721 seconds ...
2023-09-22 17:10:08,778:	[Wall TIME] >>> ChiefCoach.valid takes 0.822433 seconds ...
2023-09-22 17:10:08,779:	[Coach] >>> TRAIN @Epoch: 850  >>>  || LOSS Avg: 0.05290
2023-09-22 17:10:08,779:	[Coach] >>> VALID @Epoch: 850  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0544 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0296
2023-09-22 17:10:08,779:	[Coach] >>> TEST  @Epoch: 850  >>> 
2023-09-22 17:10:10,118:	[Wall TIME] >>> ChiefCoach.train takes 1.339097 seconds ...
2023-09-22 17:10:10,488:	[Coach] >>> TRAIN @Epoch: 851  >>>  || LOSS Avg: 0.05232
2023-09-22 17:10:10,488:	[Coach] >>> VALID @Epoch: 851  >>> 
2023-09-22 17:10:10,488:	[Coach] >>> TEST  @Epoch: 851  >>> 
2023-09-22 17:10:11,990:	[Wall TIME] >>> ChiefCoach.train takes 1.501579 seconds ...
2023-09-22 17:10:12,047:	[Coach] >>> TRAIN @Epoch: 852  >>>  || LOSS Avg: 0.05259
2023-09-22 17:10:12,047:	[Coach] >>> VALID @Epoch: 852  >>> 
2023-09-22 17:10:12,047:	[Coach] >>> TEST  @Epoch: 852  >>> 
2023-09-22 17:10:13,493:	[Wall TIME] >>> ChiefCoach.train takes 1.445525 seconds ...
2023-09-22 17:10:13,563:	[Coach] >>> TRAIN @Epoch: 853  >>>  || LOSS Avg: 0.05299
2023-09-22 17:10:13,563:	[Coach] >>> VALID @Epoch: 853  >>> 
2023-09-22 17:10:13,563:	[Coach] >>> TEST  @Epoch: 853  >>> 
2023-09-22 17:10:15,104:	[Wall TIME] >>> ChiefCoach.train takes 1.540643 seconds ...
2023-09-22 17:10:15,158:	[Coach] >>> TRAIN @Epoch: 854  >>>  || LOSS Avg: 0.05260
2023-09-22 17:10:15,159:	[Coach] >>> VALID @Epoch: 854  >>> 
2023-09-22 17:10:15,159:	[Coach] >>> TEST  @Epoch: 854  >>> 
2023-09-22 17:10:16,694:	[Wall TIME] >>> ChiefCoach.train takes 1.534766 seconds ...
2023-09-22 17:10:17,615:	[Wall TIME] >>> ChiefCoach.valid takes 0.850730 seconds ...
2023-09-22 17:10:17,616:	[Coach] >>> TRAIN @Epoch: 855  >>>  || LOSS Avg: 0.05278
2023-09-22 17:10:17,616:	[Coach] >>> VALID @Epoch: 855  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0235 || NDCG@10 Avg: 0.0294
2023-09-22 17:10:17,616:	[Coach] >>> TEST  @Epoch: 855  >>> 
2023-09-22 17:10:18,997:	[Wall TIME] >>> ChiefCoach.train takes 1.380742 seconds ...
2023-09-22 17:10:19,133:	[Coach] >>> TRAIN @Epoch: 856  >>>  || LOSS Avg: 0.05242
2023-09-22 17:10:19,133:	[Coach] >>> VALID @Epoch: 856  >>> 
2023-09-22 17:10:19,133:	[Coach] >>> TEST  @Epoch: 856  >>> 
2023-09-22 17:10:20,695:	[Wall TIME] >>> ChiefCoach.train takes 1.561349 seconds ...
2023-09-22 17:10:20,748:	[Coach] >>> TRAIN @Epoch: 857  >>>  || LOSS Avg: 0.05268
2023-09-22 17:10:20,748:	[Coach] >>> VALID @Epoch: 857  >>> 
2023-09-22 17:10:20,748:	[Coach] >>> TEST  @Epoch: 857  >>> 
2023-09-22 17:10:22,404:	[Wall TIME] >>> ChiefCoach.train takes 1.655925 seconds ...
2023-09-22 17:10:22,512:	[Coach] >>> TRAIN @Epoch: 858  >>>  || LOSS Avg: 0.05230
2023-09-22 17:10:22,512:	[Coach] >>> VALID @Epoch: 858  >>> 
2023-09-22 17:10:22,512:	[Coach] >>> TEST  @Epoch: 858  >>> 
2023-09-22 17:10:23,847:	[Wall TIME] >>> ChiefCoach.train takes 1.334578 seconds ...
2023-09-22 17:10:23,912:	[Coach] >>> TRAIN @Epoch: 859  >>>  || LOSS Avg: 0.05258
2023-09-22 17:10:23,912:	[Coach] >>> VALID @Epoch: 859  >>> 
2023-09-22 17:10:23,912:	[Coach] >>> TEST  @Epoch: 859  >>> 
2023-09-22 17:10:25,377:	[Wall TIME] >>> ChiefCoach.train takes 1.465219 seconds ...
2023-09-22 17:10:26,325:	[Wall TIME] >>> ChiefCoach.valid takes 0.831602 seconds ...
2023-09-22 17:10:26,325:	[Coach] >>> TRAIN @Epoch: 860  >>>  || LOSS Avg: 0.05289
2023-09-22 17:10:26,475:	[Coach] >>> VALID @Epoch: 860  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0355 || HITRATE@10 Avg: 0.0531 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0293
2023-09-22 17:10:26,475:	[Coach] >>> TEST  @Epoch: 860  >>> 
2023-09-22 17:10:27,899:	[Wall TIME] >>> ChiefCoach.train takes 1.423764 seconds ...
2023-09-22 17:10:28,014:	[Coach] >>> TRAIN @Epoch: 861  >>>  || LOSS Avg: 0.05258
2023-09-22 17:10:28,015:	[Coach] >>> VALID @Epoch: 861  >>> 
2023-09-22 17:10:28,015:	[Coach] >>> TEST  @Epoch: 861  >>> 
2023-09-22 17:10:29,874:	[Wall TIME] >>> ChiefCoach.train takes 1.859200 seconds ...
2023-09-22 17:10:29,939:	[Coach] >>> TRAIN @Epoch: 862  >>>  || LOSS Avg: 0.05313
2023-09-22 17:10:29,940:	[Coach] >>> VALID @Epoch: 862  >>> 
2023-09-22 17:10:29,940:	[Coach] >>> TEST  @Epoch: 862  >>> 
2023-09-22 17:10:31,363:	[Wall TIME] >>> ChiefCoach.train takes 1.423069 seconds ...
2023-09-22 17:10:31,504:	[Coach] >>> TRAIN @Epoch: 863  >>>  || LOSS Avg: 0.05225
2023-09-22 17:10:31,505:	[Coach] >>> VALID @Epoch: 863  >>> 
2023-09-22 17:10:31,505:	[Coach] >>> TEST  @Epoch: 863  >>> 
2023-09-22 17:10:33,150:	[Wall TIME] >>> ChiefCoach.train takes 1.645276 seconds ...
2023-09-22 17:10:33,209:	[Coach] >>> TRAIN @Epoch: 864  >>>  || LOSS Avg: 0.05236
2023-09-22 17:10:33,209:	[Coach] >>> VALID @Epoch: 864  >>> 
2023-09-22 17:10:33,209:	[Coach] >>> TEST  @Epoch: 864  >>> 
2023-09-22 17:10:34,992:	[Wall TIME] >>> ChiefCoach.train takes 1.782997 seconds ...
2023-09-22 17:10:36,092:	[Wall TIME] >>> ChiefCoach.valid takes 0.933164 seconds ...
2023-09-22 17:10:36,093:	[Coach] >>> TRAIN @Epoch: 865  >>>  || LOSS Avg: 0.05253
2023-09-22 17:10:36,093:	[Coach] >>> VALID @Epoch: 865  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0364 || HITRATE@10 Avg: 0.0545 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0297
2023-09-22 17:10:36,093:	[Coach] >>> TEST  @Epoch: 865  >>> 
2023-09-22 17:10:37,717:	[Wall TIME] >>> ChiefCoach.train takes 1.623877 seconds ...
2023-09-22 17:10:37,769:	[Coach] >>> TRAIN @Epoch: 866  >>>  || LOSS Avg: 0.05268
2023-09-22 17:10:37,769:	[Coach] >>> VALID @Epoch: 866  >>> 
2023-09-22 17:10:37,769:	[Coach] >>> TEST  @Epoch: 866  >>> 
2023-09-22 17:10:39,500:	[Wall TIME] >>> ChiefCoach.train takes 1.731187 seconds ...
2023-09-22 17:10:39,575:	[Coach] >>> TRAIN @Epoch: 867  >>>  || LOSS Avg: 0.05242
2023-09-22 17:10:39,575:	[Coach] >>> VALID @Epoch: 867  >>> 
2023-09-22 17:10:39,575:	[Coach] >>> TEST  @Epoch: 867  >>> 
2023-09-22 17:10:40,914:	[Wall TIME] >>> ChiefCoach.train takes 1.339051 seconds ...
2023-09-22 17:10:40,979:	[Coach] >>> TRAIN @Epoch: 868  >>>  || LOSS Avg: 0.05197
2023-09-22 17:10:40,979:	[Coach] >>> VALID @Epoch: 868  >>> 
2023-09-22 17:10:40,979:	[Coach] >>> TEST  @Epoch: 868  >>> 
2023-09-22 17:10:42,813:	[Wall TIME] >>> ChiefCoach.train takes 1.834117 seconds ...
2023-09-22 17:10:42,869:	[Coach] >>> TRAIN @Epoch: 869  >>>  || LOSS Avg: 0.05243
2023-09-22 17:10:42,869:	[Coach] >>> VALID @Epoch: 869  >>> 
2023-09-22 17:10:42,869:	[Coach] >>> TEST  @Epoch: 869  >>> 
2023-09-22 17:10:44,226:	[Wall TIME] >>> ChiefCoach.train takes 1.356468 seconds ...
2023-09-22 17:10:45,144:	[Wall TIME] >>> ChiefCoach.valid takes 0.845757 seconds ...
2023-09-22 17:10:45,144:	[Coach] >>> TRAIN @Epoch: 870  >>>  || LOSS Avg: 0.05239
2023-09-22 17:10:45,144:	[Coach] >>> VALID @Epoch: 870  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0296
2023-09-22 17:10:45,144:	[Coach] >>> TEST  @Epoch: 870  >>> 
2023-09-22 17:10:46,744:	[Wall TIME] >>> ChiefCoach.train takes 1.599415 seconds ...
2023-09-22 17:10:46,805:	[Coach] >>> TRAIN @Epoch: 871  >>>  || LOSS Avg: 0.05252
2023-09-22 17:10:46,805:	[Coach] >>> VALID @Epoch: 871  >>> 
2023-09-22 17:10:46,805:	[Coach] >>> TEST  @Epoch: 871  >>> 
2023-09-22 17:10:48,209:	[Wall TIME] >>> ChiefCoach.train takes 1.404142 seconds ...
2023-09-22 17:10:48,266:	[Coach] >>> TRAIN @Epoch: 872  >>>  || LOSS Avg: 0.05297
2023-09-22 17:10:48,266:	[Coach] >>> VALID @Epoch: 872  >>> 
2023-09-22 17:10:48,266:	[Coach] >>> TEST  @Epoch: 872  >>> 
2023-09-22 17:10:49,854:	[Wall TIME] >>> ChiefCoach.train takes 1.587055 seconds ...
2023-09-22 17:10:50,099:	[Coach] >>> TRAIN @Epoch: 873  >>>  || LOSS Avg: 0.05226
2023-09-22 17:10:50,100:	[Coach] >>> VALID @Epoch: 873  >>> 
2023-09-22 17:10:50,100:	[Coach] >>> TEST  @Epoch: 873  >>> 
2023-09-22 17:10:51,609:	[Wall TIME] >>> ChiefCoach.train takes 1.508858 seconds ...
2023-09-22 17:10:52,034:	[Coach] >>> TRAIN @Epoch: 874  >>>  || LOSS Avg: 0.05265
2023-09-22 17:10:52,034:	[Coach] >>> VALID @Epoch: 874  >>> 
2023-09-22 17:10:52,034:	[Coach] >>> TEST  @Epoch: 874  >>> 
2023-09-22 17:10:53,716:	[Wall TIME] >>> ChiefCoach.train takes 1.681658 seconds ...
2023-09-22 17:10:54,658:	[Wall TIME] >>> ChiefCoach.valid takes 0.884355 seconds ...
2023-09-22 17:10:54,658:	[Coach] >>> TRAIN @Epoch: 875  >>>  || LOSS Avg: 0.05268
2023-09-22 17:10:54,658:	[Coach] >>> VALID @Epoch: 875  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0537 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0295
2023-09-22 17:10:54,658:	[Coach] >>> TEST  @Epoch: 875  >>> 
2023-09-22 17:10:56,120:	[Wall TIME] >>> ChiefCoach.train takes 1.461036 seconds ...
2023-09-22 17:10:56,196:	[Coach] >>> TRAIN @Epoch: 876  >>>  || LOSS Avg: 0.05219
2023-09-22 17:10:56,196:	[Coach] >>> VALID @Epoch: 876  >>> 
2023-09-22 17:10:56,196:	[Coach] >>> TEST  @Epoch: 876  >>> 
2023-09-22 17:10:57,611:	[Wall TIME] >>> ChiefCoach.train takes 1.415115 seconds ...
2023-09-22 17:10:57,835:	[Coach] >>> TRAIN @Epoch: 877  >>>  || LOSS Avg: 0.05205
2023-09-22 17:10:57,836:	[Coach] >>> VALID @Epoch: 877  >>> 
2023-09-22 17:10:57,836:	[Coach] >>> TEST  @Epoch: 877  >>> 
2023-09-22 17:10:59,357:	[Wall TIME] >>> ChiefCoach.train takes 1.521435 seconds ...
2023-09-22 17:10:59,651:	[Coach] >>> TRAIN @Epoch: 878  >>>  || LOSS Avg: 0.05216
2023-09-22 17:10:59,651:	[Coach] >>> VALID @Epoch: 878  >>> 
2023-09-22 17:10:59,651:	[Coach] >>> TEST  @Epoch: 878  >>> 
2023-09-22 17:11:01,201:	[Wall TIME] >>> ChiefCoach.train takes 1.549197 seconds ...
2023-09-22 17:11:01,324:	[Coach] >>> TRAIN @Epoch: 879  >>>  || LOSS Avg: 0.05221
2023-09-22 17:11:01,324:	[Coach] >>> VALID @Epoch: 879  >>> 
2023-09-22 17:11:01,324:	[Coach] >>> TEST  @Epoch: 879  >>> 
2023-09-22 17:11:03,017:	[Wall TIME] >>> ChiefCoach.train takes 1.692319 seconds ...
2023-09-22 17:11:03,941:	[Wall TIME] >>> ChiefCoach.valid takes 0.864121 seconds ...
2023-09-22 17:11:03,941:	[Coach] >>> TRAIN @Epoch: 880  >>>  || LOSS Avg: 0.05257
2023-09-22 17:11:03,941:	[Coach] >>> VALID @Epoch: 880  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0545 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0299
2023-09-22 17:11:03,941:	[Coach] >>> TEST  @Epoch: 880  >>> 
2023-09-22 17:11:05,707:	[Wall TIME] >>> ChiefCoach.train takes 1.765843 seconds ...
2023-09-22 17:11:05,954:	[Coach] >>> TRAIN @Epoch: 881  >>>  || LOSS Avg: 0.05242
2023-09-22 17:11:05,955:	[Coach] >>> VALID @Epoch: 881  >>> 
2023-09-22 17:11:05,955:	[Coach] >>> TEST  @Epoch: 881  >>> 
2023-09-22 17:11:07,338:	[Wall TIME] >>> ChiefCoach.train takes 1.382877 seconds ...
2023-09-22 17:11:07,393:	[Coach] >>> TRAIN @Epoch: 882  >>>  || LOSS Avg: 0.05237
2023-09-22 17:11:07,393:	[Coach] >>> VALID @Epoch: 882  >>> 
2023-09-22 17:11:07,393:	[Coach] >>> TEST  @Epoch: 882  >>> 
2023-09-22 17:11:09,006:	[Wall TIME] >>> ChiefCoach.train takes 1.613211 seconds ...
2023-09-22 17:11:09,117:	[Coach] >>> TRAIN @Epoch: 883  >>>  || LOSS Avg: 0.05278
2023-09-22 17:11:09,118:	[Coach] >>> VALID @Epoch: 883  >>> 
2023-09-22 17:11:09,118:	[Coach] >>> TEST  @Epoch: 883  >>> 
2023-09-22 17:11:10,744:	[Wall TIME] >>> ChiefCoach.train takes 1.626060 seconds ...
2023-09-22 17:11:10,801:	[Coach] >>> TRAIN @Epoch: 884  >>>  || LOSS Avg: 0.05241
2023-09-22 17:11:10,802:	[Coach] >>> VALID @Epoch: 884  >>> 
2023-09-22 17:11:10,802:	[Coach] >>> TEST  @Epoch: 884  >>> 
2023-09-22 17:11:12,214:	[Wall TIME] >>> ChiefCoach.train takes 1.412394 seconds ...
2023-09-22 17:11:13,130:	[Wall TIME] >>> ChiefCoach.valid takes 0.855510 seconds ...
2023-09-22 17:11:13,131:	[Coach] >>> TRAIN @Epoch: 885  >>>  || LOSS Avg: 0.05217
2023-09-22 17:11:13,131:	[Coach] >>> VALID @Epoch: 885  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0540 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0298
2023-09-22 17:11:13,131:	[Coach] >>> TEST  @Epoch: 885  >>> 
2023-09-22 17:11:14,765:	[Wall TIME] >>> ChiefCoach.train takes 1.634382 seconds ...
2023-09-22 17:11:14,844:	[Coach] >>> TRAIN @Epoch: 886  >>>  || LOSS Avg: 0.05259
2023-09-22 17:11:14,844:	[Coach] >>> VALID @Epoch: 886  >>> 
2023-09-22 17:11:14,844:	[Coach] >>> TEST  @Epoch: 886  >>> 
2023-09-22 17:11:16,460:	[Wall TIME] >>> ChiefCoach.train takes 1.615681 seconds ...
2023-09-22 17:11:16,713:	[Coach] >>> TRAIN @Epoch: 887  >>>  || LOSS Avg: 0.05207
2023-09-22 17:11:16,713:	[Coach] >>> VALID @Epoch: 887  >>> 
2023-09-22 17:11:16,713:	[Coach] >>> TEST  @Epoch: 887  >>> 
2023-09-22 17:11:18,128:	[Wall TIME] >>> ChiefCoach.train takes 1.414803 seconds ...
2023-09-22 17:11:18,243:	[Coach] >>> TRAIN @Epoch: 888  >>>  || LOSS Avg: 0.05266
2023-09-22 17:11:18,244:	[Coach] >>> VALID @Epoch: 888  >>> 
2023-09-22 17:11:18,244:	[Coach] >>> TEST  @Epoch: 888  >>> 
2023-09-22 17:11:19,812:	[Wall TIME] >>> ChiefCoach.train takes 1.567892 seconds ...
2023-09-22 17:11:19,867:	[Coach] >>> TRAIN @Epoch: 889  >>>  || LOSS Avg: 0.05230
2023-09-22 17:11:19,867:	[Coach] >>> VALID @Epoch: 889  >>> 
2023-09-22 17:11:19,867:	[Coach] >>> TEST  @Epoch: 889  >>> 
2023-09-22 17:11:21,403:	[Wall TIME] >>> ChiefCoach.train takes 1.535743 seconds ...
2023-09-22 17:11:22,356:	[Wall TIME] >>> ChiefCoach.valid takes 0.846604 seconds ...
2023-09-22 17:11:22,357:	[Coach] >>> TRAIN @Epoch: 890  >>>  || LOSS Avg: 0.05209
2023-09-22 17:11:22,357:	[Coach] >>> VALID @Epoch: 890  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0367 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0297
2023-09-22 17:11:22,357:	[Coach] >>> TEST  @Epoch: 890  >>> 
2023-09-22 17:11:23,920:	[Wall TIME] >>> ChiefCoach.train takes 1.562529 seconds ...
2023-09-22 17:11:23,982:	[Coach] >>> TRAIN @Epoch: 891  >>>  || LOSS Avg: 0.05259
2023-09-22 17:11:23,982:	[Coach] >>> VALID @Epoch: 891  >>> 
2023-09-22 17:11:23,982:	[Coach] >>> TEST  @Epoch: 891  >>> 
2023-09-22 17:11:25,585:	[Wall TIME] >>> ChiefCoach.train takes 1.602554 seconds ...
2023-09-22 17:11:25,649:	[Coach] >>> TRAIN @Epoch: 892  >>>  || LOSS Avg: 0.05235
2023-09-22 17:11:25,649:	[Coach] >>> VALID @Epoch: 892  >>> 
2023-09-22 17:11:25,649:	[Coach] >>> TEST  @Epoch: 892  >>> 
2023-09-22 17:11:27,285:	[Wall TIME] >>> ChiefCoach.train takes 1.635783 seconds ...
2023-09-22 17:11:27,342:	[Coach] >>> TRAIN @Epoch: 893  >>>  || LOSS Avg: 0.05264
2023-09-22 17:11:27,342:	[Coach] >>> VALID @Epoch: 893  >>> 
2023-09-22 17:11:27,342:	[Coach] >>> TEST  @Epoch: 893  >>> 
2023-09-22 17:11:29,217:	[Wall TIME] >>> ChiefCoach.train takes 1.874798 seconds ...
2023-09-22 17:11:29,302:	[Coach] >>> TRAIN @Epoch: 894  >>>  || LOSS Avg: 0.05245
2023-09-22 17:11:29,302:	[Coach] >>> VALID @Epoch: 894  >>> 
2023-09-22 17:11:29,302:	[Coach] >>> TEST  @Epoch: 894  >>> 
2023-09-22 17:11:30,854:	[Wall TIME] >>> ChiefCoach.train takes 1.551795 seconds ...
2023-09-22 17:11:31,758:	[Wall TIME] >>> ChiefCoach.valid takes 0.843967 seconds ...
2023-09-22 17:11:31,758:	[Coach] >>> Better ***NDCG@10*** of ***0.0300*** 
2023-09-22 17:11:31,777:	[Coach] >>> TRAIN @Epoch: 895  >>>  || LOSS Avg: 0.05271
2023-09-22 17:11:31,777:	[Coach] >>> VALID @Epoch: 895  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0366 || HITRATE@10 Avg: 0.0548 || NDCG@5 Avg: 0.0242 || NDCG@10 Avg: 0.0300
2023-09-22 17:11:31,778:	[Coach] >>> TEST  @Epoch: 895  >>> 
2023-09-22 17:11:33,152:	[Wall TIME] >>> ChiefCoach.train takes 1.374370 seconds ...
2023-09-22 17:11:33,226:	[Coach] >>> TRAIN @Epoch: 896  >>>  || LOSS Avg: 0.05243
2023-09-22 17:11:33,227:	[Coach] >>> VALID @Epoch: 896  >>> 
2023-09-22 17:11:33,227:	[Coach] >>> TEST  @Epoch: 896  >>> 
2023-09-22 17:11:34,941:	[Wall TIME] >>> ChiefCoach.train takes 1.714168 seconds ...
2023-09-22 17:11:35,074:	[Coach] >>> TRAIN @Epoch: 897  >>>  || LOSS Avg: 0.05201
2023-09-22 17:11:35,074:	[Coach] >>> VALID @Epoch: 897  >>> 
2023-09-22 17:11:35,074:	[Coach] >>> TEST  @Epoch: 897  >>> 
2023-09-22 17:11:36,471:	[Wall TIME] >>> ChiefCoach.train takes 1.396087 seconds ...
2023-09-22 17:11:36,529:	[Coach] >>> TRAIN @Epoch: 898  >>>  || LOSS Avg: 0.05257
2023-09-22 17:11:36,529:	[Coach] >>> VALID @Epoch: 898  >>> 
2023-09-22 17:11:36,529:	[Coach] >>> TEST  @Epoch: 898  >>> 
2023-09-22 17:11:38,016:	[Wall TIME] >>> ChiefCoach.train takes 1.486961 seconds ...
2023-09-22 17:11:38,087:	[Coach] >>> TRAIN @Epoch: 899  >>>  || LOSS Avg: 0.05243
2023-09-22 17:11:38,088:	[Coach] >>> VALID @Epoch: 899  >>> 
2023-09-22 17:11:38,088:	[Coach] >>> TEST  @Epoch: 899  >>> 
2023-09-22 17:11:39,595:	[Wall TIME] >>> ChiefCoach.train takes 1.507118 seconds ...
2023-09-22 17:11:40,537:	[Wall TIME] >>> ChiefCoach.valid takes 0.889584 seconds ...
2023-09-22 17:11:40,538:	[Coach] >>> TRAIN @Epoch: 900  >>>  || LOSS Avg: 0.05227
2023-09-22 17:11:40,538:	[Coach] >>> VALID @Epoch: 900  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0367 || HITRATE@10 Avg: 0.0536 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0294
2023-09-22 17:11:40,538:	[Coach] >>> TEST  @Epoch: 900  >>> 
2023-09-22 17:11:41,989:	[Wall TIME] >>> ChiefCoach.train takes 1.451059 seconds ...
2023-09-22 17:11:42,063:	[Coach] >>> TRAIN @Epoch: 901  >>>  || LOSS Avg: 0.05258
2023-09-22 17:11:42,063:	[Coach] >>> VALID @Epoch: 901  >>> 
2023-09-22 17:11:42,063:	[Coach] >>> TEST  @Epoch: 901  >>> 
2023-09-22 17:11:43,474:	[Wall TIME] >>> ChiefCoach.train takes 1.411004 seconds ...
2023-09-22 17:11:43,534:	[Coach] >>> TRAIN @Epoch: 902  >>>  || LOSS Avg: 0.05260
2023-09-22 17:11:43,534:	[Coach] >>> VALID @Epoch: 902  >>> 
2023-09-22 17:11:43,534:	[Coach] >>> TEST  @Epoch: 902  >>> 
2023-09-22 17:11:44,969:	[Wall TIME] >>> ChiefCoach.train takes 1.434641 seconds ...
2023-09-22 17:11:45,091:	[Coach] >>> TRAIN @Epoch: 903  >>>  || LOSS Avg: 0.05293
2023-09-22 17:11:45,092:	[Coach] >>> VALID @Epoch: 903  >>> 
2023-09-22 17:11:45,093:	[Coach] >>> TEST  @Epoch: 903  >>> 
2023-09-22 17:11:46,535:	[Wall TIME] >>> ChiefCoach.train takes 1.442130 seconds ...
2023-09-22 17:11:46,594:	[Coach] >>> TRAIN @Epoch: 904  >>>  || LOSS Avg: 0.05228
2023-09-22 17:11:46,594:	[Coach] >>> VALID @Epoch: 904  >>> 
2023-09-22 17:11:46,594:	[Coach] >>> TEST  @Epoch: 904  >>> 
2023-09-22 17:11:48,113:	[Wall TIME] >>> ChiefCoach.train takes 1.518236 seconds ...
2023-09-22 17:11:49,344:	[Wall TIME] >>> ChiefCoach.valid takes 1.176532 seconds ...
2023-09-22 17:11:49,344:	[Coach] >>> TRAIN @Epoch: 905  >>>  || LOSS Avg: 0.05225
2023-09-22 17:11:49,345:	[Coach] >>> VALID @Epoch: 905  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0367 || HITRATE@10 Avg: 0.0540 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0297
2023-09-22 17:11:49,345:	[Coach] >>> TEST  @Epoch: 905  >>> 
2023-09-22 17:11:50,486:	[Wall TIME] >>> ChiefCoach.train takes 1.141156 seconds ...
2023-09-22 17:11:50,547:	[Coach] >>> TRAIN @Epoch: 906  >>>  || LOSS Avg: 0.05210
2023-09-22 17:11:50,547:	[Coach] >>> VALID @Epoch: 906  >>> 
2023-09-22 17:11:50,547:	[Coach] >>> TEST  @Epoch: 906  >>> 
2023-09-22 17:11:51,870:	[Wall TIME] >>> ChiefCoach.train takes 1.323027 seconds ...
2023-09-22 17:11:51,926:	[Coach] >>> TRAIN @Epoch: 907  >>>  || LOSS Avg: 0.05186
2023-09-22 17:11:51,926:	[Coach] >>> VALID @Epoch: 907  >>> 
2023-09-22 17:11:51,926:	[Coach] >>> TEST  @Epoch: 907  >>> 
2023-09-22 17:11:53,294:	[Wall TIME] >>> ChiefCoach.train takes 1.367329 seconds ...
2023-09-22 17:11:53,351:	[Coach] >>> TRAIN @Epoch: 908  >>>  || LOSS Avg: 0.05222
2023-09-22 17:11:53,351:	[Coach] >>> VALID @Epoch: 908  >>> 
2023-09-22 17:11:53,351:	[Coach] >>> TEST  @Epoch: 908  >>> 
2023-09-22 17:11:54,597:	[Wall TIME] >>> ChiefCoach.train takes 1.245232 seconds ...
2023-09-22 17:11:54,783:	[Coach] >>> TRAIN @Epoch: 909  >>>  || LOSS Avg: 0.05222
2023-09-22 17:11:54,783:	[Coach] >>> VALID @Epoch: 909  >>> 
2023-09-22 17:11:54,784:	[Coach] >>> TEST  @Epoch: 909  >>> 
2023-09-22 17:11:56,051:	[Wall TIME] >>> ChiefCoach.train takes 1.267190 seconds ...
2023-09-22 17:11:57,039:	[Wall TIME] >>> ChiefCoach.valid takes 0.933722 seconds ...
2023-09-22 17:11:57,040:	[Coach] >>> TRAIN @Epoch: 910  >>>  || LOSS Avg: 0.05230
2023-09-22 17:11:57,040:	[Coach] >>> VALID @Epoch: 910  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0364 || HITRATE@10 Avg: 0.0549 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0298
2023-09-22 17:11:57,040:	[Coach] >>> TEST  @Epoch: 910  >>> 
2023-09-22 17:11:58,315:	[Wall TIME] >>> ChiefCoach.train takes 1.274890 seconds ...
2023-09-22 17:11:58,380:	[Coach] >>> TRAIN @Epoch: 911  >>>  || LOSS Avg: 0.05222
2023-09-22 17:11:58,380:	[Coach] >>> VALID @Epoch: 911  >>> 
2023-09-22 17:11:58,380:	[Coach] >>> TEST  @Epoch: 911  >>> 
2023-09-22 17:11:59,508:	[Wall TIME] >>> ChiefCoach.train takes 1.127331 seconds ...
2023-09-22 17:11:59,572:	[Coach] >>> TRAIN @Epoch: 912  >>>  || LOSS Avg: 0.05204
2023-09-22 17:11:59,573:	[Coach] >>> VALID @Epoch: 912  >>> 
2023-09-22 17:11:59,573:	[Coach] >>> TEST  @Epoch: 912  >>> 
2023-09-22 17:12:00,858:	[Wall TIME] >>> ChiefCoach.train takes 1.285001 seconds ...
2023-09-22 17:12:00,912:	[Coach] >>> TRAIN @Epoch: 913  >>>  || LOSS Avg: 0.05235
2023-09-22 17:12:00,913:	[Coach] >>> VALID @Epoch: 913  >>> 
2023-09-22 17:12:00,913:	[Coach] >>> TEST  @Epoch: 913  >>> 
2023-09-22 17:12:02,147:	[Wall TIME] >>> ChiefCoach.train takes 1.234061 seconds ...
2023-09-22 17:12:02,372:	[Coach] >>> TRAIN @Epoch: 914  >>>  || LOSS Avg: 0.05213
2023-09-22 17:12:02,372:	[Coach] >>> VALID @Epoch: 914  >>> 
2023-09-22 17:12:02,373:	[Coach] >>> TEST  @Epoch: 914  >>> 
2023-09-22 17:12:03,548:	[Wall TIME] >>> ChiefCoach.train takes 1.175750 seconds ...
2023-09-22 17:12:04,406:	[Wall TIME] >>> ChiefCoach.valid takes 0.783458 seconds ...
2023-09-22 17:12:04,406:	[Coach] >>> TRAIN @Epoch: 915  >>>  || LOSS Avg: 0.05247
2023-09-22 17:12:04,406:	[Coach] >>> VALID @Epoch: 915  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0366 || HITRATE@10 Avg: 0.0540 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0297
2023-09-22 17:12:04,406:	[Coach] >>> TEST  @Epoch: 915  >>> 
2023-09-22 17:12:05,763:	[Wall TIME] >>> ChiefCoach.train takes 1.356775 seconds ...
2023-09-22 17:12:05,820:	[Coach] >>> TRAIN @Epoch: 916  >>>  || LOSS Avg: 0.05283
2023-09-22 17:12:05,820:	[Coach] >>> VALID @Epoch: 916  >>> 
2023-09-22 17:12:05,820:	[Coach] >>> TEST  @Epoch: 916  >>> 
2023-09-22 17:12:07,097:	[Wall TIME] >>> ChiefCoach.train takes 1.276153 seconds ...
2023-09-22 17:12:07,153:	[Coach] >>> TRAIN @Epoch: 917  >>>  || LOSS Avg: 0.05198
2023-09-22 17:12:07,153:	[Coach] >>> VALID @Epoch: 917  >>> 
2023-09-22 17:12:07,153:	[Coach] >>> TEST  @Epoch: 917  >>> 
2023-09-22 17:12:08,439:	[Wall TIME] >>> ChiefCoach.train takes 1.286078 seconds ...
2023-09-22 17:12:08,493:	[Coach] >>> TRAIN @Epoch: 918  >>>  || LOSS Avg: 0.05233
2023-09-22 17:12:08,493:	[Coach] >>> VALID @Epoch: 918  >>> 
2023-09-22 17:12:08,493:	[Coach] >>> TEST  @Epoch: 918  >>> 
2023-09-22 17:12:09,798:	[Wall TIME] >>> ChiefCoach.train takes 1.304889 seconds ...
2023-09-22 17:12:09,863:	[Coach] >>> TRAIN @Epoch: 919  >>>  || LOSS Avg: 0.05225
2023-09-22 17:12:09,864:	[Coach] >>> VALID @Epoch: 919  >>> 
2023-09-22 17:12:09,864:	[Coach] >>> TEST  @Epoch: 919  >>> 
2023-09-22 17:12:11,020:	[Wall TIME] >>> ChiefCoach.train takes 1.155631 seconds ...
2023-09-22 17:12:11,972:	[Wall TIME] >>> ChiefCoach.valid takes 0.895892 seconds ...
2023-09-22 17:12:11,973:	[Coach] >>> TRAIN @Epoch: 920  >>>  || LOSS Avg: 0.05251
2023-09-22 17:12:11,973:	[Coach] >>> VALID @Epoch: 920  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0295
2023-09-22 17:12:11,973:	[Coach] >>> TEST  @Epoch: 920  >>> 
2023-09-22 17:12:13,605:	[Wall TIME] >>> ChiefCoach.train takes 1.632141 seconds ...
2023-09-22 17:12:13,763:	[Coach] >>> TRAIN @Epoch: 921  >>>  || LOSS Avg: 0.05195
2023-09-22 17:12:13,764:	[Coach] >>> VALID @Epoch: 921  >>> 
2023-09-22 17:12:13,764:	[Coach] >>> TEST  @Epoch: 921  >>> 
2023-09-22 17:12:15,229:	[Wall TIME] >>> ChiefCoach.train takes 1.463987 seconds ...
2023-09-22 17:12:15,379:	[Coach] >>> TRAIN @Epoch: 922  >>>  || LOSS Avg: 0.05225
2023-09-22 17:12:15,379:	[Coach] >>> VALID @Epoch: 922  >>> 
2023-09-22 17:12:15,379:	[Coach] >>> TEST  @Epoch: 922  >>> 
2023-09-22 17:12:16,854:	[Wall TIME] >>> ChiefCoach.train takes 1.475107 seconds ...
2023-09-22 17:12:16,930:	[Coach] >>> TRAIN @Epoch: 923  >>>  || LOSS Avg: 0.05221
2023-09-22 17:12:16,930:	[Coach] >>> VALID @Epoch: 923  >>> 
2023-09-22 17:12:16,930:	[Coach] >>> TEST  @Epoch: 923  >>> 
2023-09-22 17:12:18,535:	[Wall TIME] >>> ChiefCoach.train takes 1.604922 seconds ...
2023-09-22 17:12:18,668:	[Coach] >>> TRAIN @Epoch: 924  >>>  || LOSS Avg: 0.05264
2023-09-22 17:12:18,668:	[Coach] >>> VALID @Epoch: 924  >>> 
2023-09-22 17:12:18,668:	[Coach] >>> TEST  @Epoch: 924  >>> 
2023-09-22 17:12:19,986:	[Wall TIME] >>> ChiefCoach.train takes 1.317757 seconds ...
2023-09-22 17:12:21,026:	[Wall TIME] >>> ChiefCoach.valid takes 0.946993 seconds ...
2023-09-22 17:12:21,026:	[Coach] >>> TRAIN @Epoch: 925  >>>  || LOSS Avg: 0.05235
2023-09-22 17:12:21,026:	[Coach] >>> VALID @Epoch: 925  >>>  || HITRATE@1 Avg: 0.0108 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0548 || NDCG@5 Avg: 0.0235 || NDCG@10 Avg: 0.0296
2023-09-22 17:12:21,026:	[Coach] >>> TEST  @Epoch: 925  >>> 
2023-09-22 17:12:22,563:	[Wall TIME] >>> ChiefCoach.train takes 1.536801 seconds ...
2023-09-22 17:12:23,014:	[Coach] >>> TRAIN @Epoch: 926  >>>  || LOSS Avg: 0.05220
2023-09-22 17:12:23,014:	[Coach] >>> VALID @Epoch: 926  >>> 
2023-09-22 17:12:23,014:	[Coach] >>> TEST  @Epoch: 926  >>> 
2023-09-22 17:12:24,335:	[Wall TIME] >>> ChiefCoach.train takes 1.320300 seconds ...
2023-09-22 17:12:24,399:	[Coach] >>> TRAIN @Epoch: 927  >>>  || LOSS Avg: 0.05204
2023-09-22 17:12:24,399:	[Coach] >>> VALID @Epoch: 927  >>> 
2023-09-22 17:12:24,399:	[Coach] >>> TEST  @Epoch: 927  >>> 
2023-09-22 17:12:25,823:	[Wall TIME] >>> ChiefCoach.train takes 1.424042 seconds ...
2023-09-22 17:12:25,884:	[Coach] >>> TRAIN @Epoch: 928  >>>  || LOSS Avg: 0.05192
2023-09-22 17:12:25,884:	[Coach] >>> VALID @Epoch: 928  >>> 
2023-09-22 17:12:25,884:	[Coach] >>> TEST  @Epoch: 928  >>> 
2023-09-22 17:12:27,329:	[Wall TIME] >>> ChiefCoach.train takes 1.444596 seconds ...
2023-09-22 17:12:27,395:	[Coach] >>> TRAIN @Epoch: 929  >>>  || LOSS Avg: 0.05224
2023-09-22 17:12:27,395:	[Coach] >>> VALID @Epoch: 929  >>> 
2023-09-22 17:12:27,399:	[Coach] >>> TEST  @Epoch: 929  >>> 
2023-09-22 17:12:29,021:	[Wall TIME] >>> ChiefCoach.train takes 1.622376 seconds ...
2023-09-22 17:12:29,997:	[Wall TIME] >>> ChiefCoach.valid takes 0.831109 seconds ...
2023-09-22 17:12:29,998:	[Coach] >>> TRAIN @Epoch: 930  >>>  || LOSS Avg: 0.05263
2023-09-22 17:12:29,998:	[Coach] >>> VALID @Epoch: 930  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0360 || HITRATE@10 Avg: 0.0543 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0296
2023-09-22 17:12:29,998:	[Coach] >>> TEST  @Epoch: 930  >>> 
2023-09-22 17:12:31,692:	[Wall TIME] >>> ChiefCoach.train takes 1.693478 seconds ...
2023-09-22 17:12:31,758:	[Coach] >>> TRAIN @Epoch: 931  >>>  || LOSS Avg: 0.05242
2023-09-22 17:12:31,758:	[Coach] >>> VALID @Epoch: 931  >>> 
2023-09-22 17:12:31,759:	[Coach] >>> TEST  @Epoch: 931  >>> 
2023-09-22 17:12:33,267:	[Wall TIME] >>> ChiefCoach.train takes 1.508520 seconds ...
2023-09-22 17:12:33,391:	[Coach] >>> TRAIN @Epoch: 932  >>>  || LOSS Avg: 0.05223
2023-09-22 17:12:33,391:	[Coach] >>> VALID @Epoch: 932  >>> 
2023-09-22 17:12:33,391:	[Coach] >>> TEST  @Epoch: 932  >>> 
2023-09-22 17:12:34,933:	[Wall TIME] >>> ChiefCoach.train takes 1.541669 seconds ...
2023-09-22 17:12:35,038:	[Coach] >>> TRAIN @Epoch: 933  >>>  || LOSS Avg: 0.05244
2023-09-22 17:12:35,039:	[Coach] >>> VALID @Epoch: 933  >>> 
2023-09-22 17:12:35,039:	[Coach] >>> TEST  @Epoch: 933  >>> 
2023-09-22 17:12:36,593:	[Wall TIME] >>> ChiefCoach.train takes 1.554157 seconds ...
2023-09-22 17:12:36,650:	[Coach] >>> TRAIN @Epoch: 934  >>>  || LOSS Avg: 0.05241
2023-09-22 17:12:36,650:	[Coach] >>> VALID @Epoch: 934  >>> 
2023-09-22 17:12:36,650:	[Coach] >>> TEST  @Epoch: 934  >>> 
2023-09-22 17:12:38,213:	[Wall TIME] >>> ChiefCoach.train takes 1.562029 seconds ...
2023-09-22 17:12:39,232:	[Wall TIME] >>> ChiefCoach.valid takes 0.873982 seconds ...
2023-09-22 17:12:39,232:	[Coach] >>> TRAIN @Epoch: 935  >>>  || LOSS Avg: 0.05169
2023-09-22 17:12:39,232:	[Coach] >>> VALID @Epoch: 935  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0296
2023-09-22 17:12:39,232:	[Coach] >>> TEST  @Epoch: 935  >>> 
2023-09-22 17:12:40,719:	[Wall TIME] >>> ChiefCoach.train takes 1.486825 seconds ...
2023-09-22 17:12:40,847:	[Coach] >>> TRAIN @Epoch: 936  >>>  || LOSS Avg: 0.05212
2023-09-22 17:12:40,847:	[Coach] >>> VALID @Epoch: 936  >>> 
2023-09-22 17:12:40,847:	[Coach] >>> TEST  @Epoch: 936  >>> 
2023-09-22 17:12:42,226:	[Wall TIME] >>> ChiefCoach.train takes 1.378489 seconds ...
2023-09-22 17:12:42,286:	[Coach] >>> TRAIN @Epoch: 937  >>>  || LOSS Avg: 0.05238
2023-09-22 17:12:42,286:	[Coach] >>> VALID @Epoch: 937  >>> 
2023-09-22 17:12:42,286:	[Coach] >>> TEST  @Epoch: 937  >>> 
2023-09-22 17:12:43,787:	[Wall TIME] >>> ChiefCoach.train takes 1.500696 seconds ...
2023-09-22 17:12:44,019:	[Coach] >>> TRAIN @Epoch: 938  >>>  || LOSS Avg: 0.05250
2023-09-22 17:12:44,020:	[Coach] >>> VALID @Epoch: 938  >>> 
2023-09-22 17:12:44,020:	[Coach] >>> TEST  @Epoch: 938  >>> 
2023-09-22 17:12:45,570:	[Wall TIME] >>> ChiefCoach.train takes 1.550050 seconds ...
2023-09-22 17:12:45,625:	[Coach] >>> TRAIN @Epoch: 939  >>>  || LOSS Avg: 0.05203
2023-09-22 17:12:45,626:	[Coach] >>> VALID @Epoch: 939  >>> 
2023-09-22 17:12:45,626:	[Coach] >>> TEST  @Epoch: 939  >>> 
2023-09-22 17:12:47,232:	[Wall TIME] >>> ChiefCoach.train takes 1.605702 seconds ...
2023-09-22 17:12:48,163:	[Wall TIME] >>> ChiefCoach.valid takes 0.876460 seconds ...
2023-09-22 17:12:48,164:	[Coach] >>> TRAIN @Epoch: 940  >>>  || LOSS Avg: 0.05177
2023-09-22 17:12:48,164:	[Coach] >>> VALID @Epoch: 940  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0357 || HITRATE@10 Avg: 0.0548 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0299
2023-09-22 17:12:48,164:	[Coach] >>> TEST  @Epoch: 940  >>> 
2023-09-22 17:12:49,736:	[Wall TIME] >>> ChiefCoach.train takes 1.571995 seconds ...
2023-09-22 17:12:49,786:	[Coach] >>> TRAIN @Epoch: 941  >>>  || LOSS Avg: 0.05190
2023-09-22 17:12:49,786:	[Coach] >>> VALID @Epoch: 941  >>> 
2023-09-22 17:12:49,786:	[Coach] >>> TEST  @Epoch: 941  >>> 
2023-09-22 17:12:51,129:	[Wall TIME] >>> ChiefCoach.train takes 1.343211 seconds ...
2023-09-22 17:12:51,188:	[Coach] >>> TRAIN @Epoch: 942  >>>  || LOSS Avg: 0.05217
2023-09-22 17:12:51,189:	[Coach] >>> VALID @Epoch: 942  >>> 
2023-09-22 17:12:51,189:	[Coach] >>> TEST  @Epoch: 942  >>> 
2023-09-22 17:12:52,717:	[Wall TIME] >>> ChiefCoach.train takes 1.527598 seconds ...
2023-09-22 17:12:52,781:	[Coach] >>> TRAIN @Epoch: 943  >>>  || LOSS Avg: 0.05176
2023-09-22 17:12:52,782:	[Coach] >>> VALID @Epoch: 943  >>> 
2023-09-22 17:12:52,782:	[Coach] >>> TEST  @Epoch: 943  >>> 
2023-09-22 17:12:54,485:	[Wall TIME] >>> ChiefCoach.train takes 1.702989 seconds ...
2023-09-22 17:12:54,549:	[Coach] >>> TRAIN @Epoch: 944  >>>  || LOSS Avg: 0.05213
2023-09-22 17:12:54,549:	[Coach] >>> VALID @Epoch: 944  >>> 
2023-09-22 17:12:54,549:	[Coach] >>> TEST  @Epoch: 944  >>> 
2023-09-22 17:12:56,107:	[Wall TIME] >>> ChiefCoach.train takes 1.557885 seconds ...
2023-09-22 17:12:56,991:	[Wall TIME] >>> ChiefCoach.valid takes 0.812865 seconds ...
2023-09-22 17:12:56,992:	[Coach] >>> TRAIN @Epoch: 945  >>>  || LOSS Avg: 0.05208
2023-09-22 17:12:56,992:	[Coach] >>> VALID @Epoch: 945  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0536 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0298
2023-09-22 17:12:56,992:	[Coach] >>> TEST  @Epoch: 945  >>> 
2023-09-22 17:12:58,609:	[Wall TIME] >>> ChiefCoach.train takes 1.616871 seconds ...
2023-09-22 17:12:58,986:	[Coach] >>> TRAIN @Epoch: 946  >>>  || LOSS Avg: 0.05212
2023-09-22 17:12:58,986:	[Coach] >>> VALID @Epoch: 946  >>> 
2023-09-22 17:12:58,986:	[Coach] >>> TEST  @Epoch: 946  >>> 
2023-09-22 17:13:00,517:	[Wall TIME] >>> ChiefCoach.train takes 1.530733 seconds ...
2023-09-22 17:13:00,636:	[Coach] >>> TRAIN @Epoch: 947  >>>  || LOSS Avg: 0.05233
2023-09-22 17:13:00,637:	[Coach] >>> VALID @Epoch: 947  >>> 
2023-09-22 17:13:00,637:	[Coach] >>> TEST  @Epoch: 947  >>> 
2023-09-22 17:13:01,938:	[Wall TIME] >>> ChiefCoach.train takes 1.301459 seconds ...
2023-09-22 17:13:01,993:	[Coach] >>> TRAIN @Epoch: 948  >>>  || LOSS Avg: 0.05227
2023-09-22 17:13:01,993:	[Coach] >>> VALID @Epoch: 948  >>> 
2023-09-22 17:13:01,993:	[Coach] >>> TEST  @Epoch: 948  >>> 
2023-09-22 17:13:03,624:	[Wall TIME] >>> ChiefCoach.train takes 1.631108 seconds ...
2023-09-22 17:13:03,735:	[Coach] >>> TRAIN @Epoch: 949  >>>  || LOSS Avg: 0.05233
2023-09-22 17:13:03,735:	[Coach] >>> VALID @Epoch: 949  >>> 
2023-09-22 17:13:03,735:	[Coach] >>> TEST  @Epoch: 949  >>> 
2023-09-22 17:13:05,348:	[Wall TIME] >>> ChiefCoach.train takes 1.612585 seconds ...
2023-09-22 17:13:06,281:	[Wall TIME] >>> ChiefCoach.valid takes 0.872877 seconds ...
2023-09-22 17:13:06,282:	[Coach] >>> Better ***NDCG@10*** of ***0.0302*** 
2023-09-22 17:13:06,302:	[Coach] >>> TRAIN @Epoch: 950  >>>  || LOSS Avg: 0.05181
2023-09-22 17:13:06,302:	[Coach] >>> VALID @Epoch: 950  >>>  || HITRATE@1 Avg: 0.0128 || HITRATE@5 Avg: 0.0367 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0302
2023-09-22 17:13:06,302:	[Coach] >>> TEST  @Epoch: 950  >>> 
2023-09-22 17:13:07,896:	[Wall TIME] >>> ChiefCoach.train takes 1.593476 seconds ...
2023-09-22 17:13:07,947:	[Coach] >>> TRAIN @Epoch: 951  >>>  || LOSS Avg: 0.05252
2023-09-22 17:13:07,947:	[Coach] >>> VALID @Epoch: 951  >>> 
2023-09-22 17:13:07,947:	[Coach] >>> TEST  @Epoch: 951  >>> 
2023-09-22 17:13:09,472:	[Wall TIME] >>> ChiefCoach.train takes 1.524669 seconds ...
2023-09-22 17:13:09,542:	[Coach] >>> TRAIN @Epoch: 952  >>>  || LOSS Avg: 0.05169
2023-09-22 17:13:09,542:	[Coach] >>> VALID @Epoch: 952  >>> 
2023-09-22 17:13:09,542:	[Coach] >>> TEST  @Epoch: 952  >>> 
2023-09-22 17:13:10,839:	[Wall TIME] >>> ChiefCoach.train takes 1.296278 seconds ...
2023-09-22 17:13:10,896:	[Coach] >>> TRAIN @Epoch: 953  >>>  || LOSS Avg: 0.05269
2023-09-22 17:13:10,896:	[Coach] >>> VALID @Epoch: 953  >>> 
2023-09-22 17:13:10,896:	[Coach] >>> TEST  @Epoch: 953  >>> 
2023-09-22 17:13:12,338:	[Wall TIME] >>> ChiefCoach.train takes 1.442059 seconds ...
2023-09-22 17:13:12,417:	[Coach] >>> TRAIN @Epoch: 954  >>>  || LOSS Avg: 0.05199
2023-09-22 17:13:12,417:	[Coach] >>> VALID @Epoch: 954  >>> 
2023-09-22 17:13:12,417:	[Coach] >>> TEST  @Epoch: 954  >>> 
2023-09-22 17:13:13,807:	[Wall TIME] >>> ChiefCoach.train takes 1.389860 seconds ...
2023-09-22 17:13:14,739:	[Wall TIME] >>> ChiefCoach.valid takes 0.875702 seconds ...
2023-09-22 17:13:14,739:	[Coach] >>> TRAIN @Epoch: 955  >>>  || LOSS Avg: 0.05196
2023-09-22 17:13:14,739:	[Coach] >>> VALID @Epoch: 955  >>>  || HITRATE@1 Avg: 0.0122 || HITRATE@5 Avg: 0.0372 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0247 || NDCG@10 Avg: 0.0300
2023-09-22 17:13:14,739:	[Coach] >>> TEST  @Epoch: 955  >>> 
2023-09-22 17:13:16,091:	[Wall TIME] >>> ChiefCoach.train takes 1.351709 seconds ...
2023-09-22 17:13:16,143:	[Coach] >>> TRAIN @Epoch: 956  >>>  || LOSS Avg: 0.05209
2023-09-22 17:13:16,143:	[Coach] >>> VALID @Epoch: 956  >>> 
2023-09-22 17:13:16,144:	[Coach] >>> TEST  @Epoch: 956  >>> 
2023-09-22 17:13:17,731:	[Wall TIME] >>> ChiefCoach.train takes 1.586939 seconds ...
2023-09-22 17:13:17,847:	[Coach] >>> TRAIN @Epoch: 957  >>>  || LOSS Avg: 0.05237
2023-09-22 17:13:17,847:	[Coach] >>> VALID @Epoch: 957  >>> 
2023-09-22 17:13:17,847:	[Coach] >>> TEST  @Epoch: 957  >>> 
2023-09-22 17:13:19,217:	[Wall TIME] >>> ChiefCoach.train takes 1.369772 seconds ...
2023-09-22 17:13:19,279:	[Coach] >>> TRAIN @Epoch: 958  >>>  || LOSS Avg: 0.05203
2023-09-22 17:13:19,279:	[Coach] >>> VALID @Epoch: 958  >>> 
2023-09-22 17:13:19,279:	[Coach] >>> TEST  @Epoch: 958  >>> 
2023-09-22 17:13:20,642:	[Wall TIME] >>> ChiefCoach.train takes 1.362071 seconds ...
2023-09-22 17:13:20,773:	[Coach] >>> TRAIN @Epoch: 959  >>>  || LOSS Avg: 0.05216
2023-09-22 17:13:20,773:	[Coach] >>> VALID @Epoch: 959  >>> 
2023-09-22 17:13:20,773:	[Coach] >>> TEST  @Epoch: 959  >>> 
2023-09-22 17:13:22,292:	[Wall TIME] >>> ChiefCoach.train takes 1.518359 seconds ...
2023-09-22 17:13:23,197:	[Wall TIME] >>> ChiefCoach.valid takes 0.820386 seconds ...
2023-09-22 17:13:23,198:	[Coach] >>> TRAIN @Epoch: 960  >>>  || LOSS Avg: 0.05181
2023-09-22 17:13:23,198:	[Coach] >>> VALID @Epoch: 960  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0373 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0299
2023-09-22 17:13:23,198:	[Coach] >>> TEST  @Epoch: 960  >>> 
2023-09-22 17:13:24,543:	[Wall TIME] >>> ChiefCoach.train takes 1.345256 seconds ...
2023-09-22 17:13:24,726:	[Coach] >>> TRAIN @Epoch: 961  >>>  || LOSS Avg: 0.05249
2023-09-22 17:13:24,727:	[Coach] >>> VALID @Epoch: 961  >>> 
2023-09-22 17:13:24,727:	[Coach] >>> TEST  @Epoch: 961  >>> 
2023-09-22 17:13:26,101:	[Wall TIME] >>> ChiefCoach.train takes 1.374221 seconds ...
2023-09-22 17:13:26,179:	[Coach] >>> TRAIN @Epoch: 962  >>>  || LOSS Avg: 0.05183
2023-09-22 17:13:26,179:	[Coach] >>> VALID @Epoch: 962  >>> 
2023-09-22 17:13:26,179:	[Coach] >>> TEST  @Epoch: 962  >>> 
2023-09-22 17:13:27,363:	[Wall TIME] >>> ChiefCoach.train takes 1.183574 seconds ...
2023-09-22 17:13:27,417:	[Coach] >>> TRAIN @Epoch: 963  >>>  || LOSS Avg: 0.05187
2023-09-22 17:13:27,417:	[Coach] >>> VALID @Epoch: 963  >>> 
2023-09-22 17:13:27,417:	[Coach] >>> TEST  @Epoch: 963  >>> 
2023-09-22 17:13:28,671:	[Wall TIME] >>> ChiefCoach.train takes 1.253868 seconds ...
2023-09-22 17:13:28,730:	[Coach] >>> TRAIN @Epoch: 964  >>>  || LOSS Avg: 0.05189
2023-09-22 17:13:28,731:	[Coach] >>> VALID @Epoch: 964  >>> 
2023-09-22 17:13:28,731:	[Coach] >>> TEST  @Epoch: 964  >>> 
2023-09-22 17:13:29,999:	[Wall TIME] >>> ChiefCoach.train takes 1.268194 seconds ...
2023-09-22 17:13:30,896:	[Wall TIME] >>> ChiefCoach.valid takes 0.842308 seconds ...
2023-09-22 17:13:30,896:	[Coach] >>> TRAIN @Epoch: 965  >>>  || LOSS Avg: 0.05195
2023-09-22 17:13:30,896:	[Coach] >>> VALID @Epoch: 965  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0367 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0298
2023-09-22 17:13:30,896:	[Coach] >>> TEST  @Epoch: 965  >>> 
2023-09-22 17:13:32,307:	[Wall TIME] >>> ChiefCoach.train takes 1.410408 seconds ...
2023-09-22 17:13:32,363:	[Coach] >>> TRAIN @Epoch: 966  >>>  || LOSS Avg: 0.05212
2023-09-22 17:13:32,364:	[Coach] >>> VALID @Epoch: 966  >>> 
2023-09-22 17:13:32,364:	[Coach] >>> TEST  @Epoch: 966  >>> 
2023-09-22 17:13:33,556:	[Wall TIME] >>> ChiefCoach.train takes 1.192310 seconds ...
2023-09-22 17:13:33,617:	[Coach] >>> TRAIN @Epoch: 967  >>>  || LOSS Avg: 0.05203
2023-09-22 17:13:33,618:	[Coach] >>> VALID @Epoch: 967  >>> 
2023-09-22 17:13:33,618:	[Coach] >>> TEST  @Epoch: 967  >>> 
2023-09-22 17:13:34,834:	[Wall TIME] >>> ChiefCoach.train takes 1.216311 seconds ...
2023-09-22 17:13:34,893:	[Coach] >>> TRAIN @Epoch: 968  >>>  || LOSS Avg: 0.05185
2023-09-22 17:13:34,893:	[Coach] >>> VALID @Epoch: 968  >>> 
2023-09-22 17:13:34,894:	[Coach] >>> TEST  @Epoch: 968  >>> 
2023-09-22 17:13:36,112:	[Wall TIME] >>> ChiefCoach.train takes 1.218691 seconds ...
2023-09-22 17:13:36,182:	[Coach] >>> TRAIN @Epoch: 969  >>>  || LOSS Avg: 0.05200
2023-09-22 17:13:36,182:	[Coach] >>> VALID @Epoch: 969  >>> 
2023-09-22 17:13:36,182:	[Coach] >>> TEST  @Epoch: 969  >>> 
2023-09-22 17:13:37,390:	[Wall TIME] >>> ChiefCoach.train takes 1.207499 seconds ...
2023-09-22 17:13:38,285:	[Wall TIME] >>> ChiefCoach.valid takes 0.835293 seconds ...
2023-09-22 17:13:38,285:	[Coach] >>> TRAIN @Epoch: 970  >>>  || LOSS Avg: 0.05218
2023-09-22 17:13:38,285:	[Coach] >>> VALID @Epoch: 970  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0365 || HITRATE@10 Avg: 0.0538 || NDCG@5 Avg: 0.0243 || NDCG@10 Avg: 0.0299
2023-09-22 17:13:38,285:	[Coach] >>> TEST  @Epoch: 970  >>> 
2023-09-22 17:13:39,846:	[Wall TIME] >>> ChiefCoach.train takes 1.560550 seconds ...
2023-09-22 17:13:39,935:	[Coach] >>> TRAIN @Epoch: 971  >>>  || LOSS Avg: 0.05216
2023-09-22 17:13:39,935:	[Coach] >>> VALID @Epoch: 971  >>> 
2023-09-22 17:13:39,935:	[Coach] >>> TEST  @Epoch: 971  >>> 
2023-09-22 17:13:41,407:	[Wall TIME] >>> ChiefCoach.train takes 1.471514 seconds ...
2023-09-22 17:13:41,465:	[Coach] >>> TRAIN @Epoch: 972  >>>  || LOSS Avg: 0.05185
2023-09-22 17:13:41,465:	[Coach] >>> VALID @Epoch: 972  >>> 
2023-09-22 17:13:41,465:	[Coach] >>> TEST  @Epoch: 972  >>> 
2023-09-22 17:13:42,773:	[Wall TIME] >>> ChiefCoach.train takes 1.307797 seconds ...
2023-09-22 17:13:42,827:	[Coach] >>> TRAIN @Epoch: 973  >>>  || LOSS Avg: 0.05216
2023-09-22 17:13:42,827:	[Coach] >>> VALID @Epoch: 973  >>> 
2023-09-22 17:13:42,827:	[Coach] >>> TEST  @Epoch: 973  >>> 
2023-09-22 17:13:44,035:	[Wall TIME] >>> ChiefCoach.train takes 1.207884 seconds ...
2023-09-22 17:13:44,092:	[Coach] >>> TRAIN @Epoch: 974  >>>  || LOSS Avg: 0.05250
2023-09-22 17:13:44,092:	[Coach] >>> VALID @Epoch: 974  >>> 
2023-09-22 17:13:44,092:	[Coach] >>> TEST  @Epoch: 974  >>> 
2023-09-22 17:13:45,205:	[Wall TIME] >>> ChiefCoach.train takes 1.112779 seconds ...
2023-09-22 17:13:46,216:	[Wall TIME] >>> ChiefCoach.valid takes 0.841676 seconds ...
2023-09-22 17:13:46,216:	[Coach] >>> TRAIN @Epoch: 975  >>>  || LOSS Avg: 0.05193
2023-09-22 17:13:46,216:	[Coach] >>> VALID @Epoch: 975  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0365 || HITRATE@10 Avg: 0.0533 || NDCG@5 Avg: 0.0242 || NDCG@10 Avg: 0.0296
2023-09-22 17:13:46,216:	[Coach] >>> TEST  @Epoch: 975  >>> 
2023-09-22 17:13:47,859:	[Wall TIME] >>> ChiefCoach.train takes 1.642028 seconds ...
2023-09-22 17:13:48,004:	[Coach] >>> TRAIN @Epoch: 976  >>>  || LOSS Avg: 0.05180
2023-09-22 17:13:48,004:	[Coach] >>> VALID @Epoch: 976  >>> 
2023-09-22 17:13:48,004:	[Coach] >>> TEST  @Epoch: 976  >>> 
2023-09-22 17:13:49,337:	[Wall TIME] >>> ChiefCoach.train takes 1.333137 seconds ...
2023-09-22 17:13:49,394:	[Coach] >>> TRAIN @Epoch: 977  >>>  || LOSS Avg: 0.05201
2023-09-22 17:13:49,394:	[Coach] >>> VALID @Epoch: 977  >>> 
2023-09-22 17:13:49,394:	[Coach] >>> TEST  @Epoch: 977  >>> 
2023-09-22 17:13:50,949:	[Wall TIME] >>> ChiefCoach.train takes 1.554620 seconds ...
2023-09-22 17:13:51,014:	[Coach] >>> TRAIN @Epoch: 978  >>>  || LOSS Avg: 0.05189
2023-09-22 17:13:51,014:	[Coach] >>> VALID @Epoch: 978  >>> 
2023-09-22 17:13:51,014:	[Coach] >>> TEST  @Epoch: 978  >>> 
2023-09-22 17:13:52,585:	[Wall TIME] >>> ChiefCoach.train takes 1.570570 seconds ...
2023-09-22 17:13:52,886:	[Coach] >>> TRAIN @Epoch: 979  >>>  || LOSS Avg: 0.05180
2023-09-22 17:13:52,886:	[Coach] >>> VALID @Epoch: 979  >>> 
2023-09-22 17:13:52,886:	[Coach] >>> TEST  @Epoch: 979  >>> 
2023-09-22 17:13:54,304:	[Wall TIME] >>> ChiefCoach.train takes 1.418118 seconds ...
2023-09-22 17:13:55,142:	[Wall TIME] >>> ChiefCoach.valid takes 0.783489 seconds ...
2023-09-22 17:13:55,143:	[Coach] >>> TRAIN @Epoch: 980  >>>  || LOSS Avg: 0.05228
2023-09-22 17:13:55,143:	[Coach] >>> VALID @Epoch: 980  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0368 || HITRATE@10 Avg: 0.0538 || NDCG@5 Avg: 0.0243 || NDCG@10 Avg: 0.0297
2023-09-22 17:13:55,143:	[Coach] >>> TEST  @Epoch: 980  >>> 
2023-09-22 17:13:56,320:	[Wall TIME] >>> ChiefCoach.train takes 1.176823 seconds ...
2023-09-22 17:13:56,377:	[Coach] >>> TRAIN @Epoch: 981  >>>  || LOSS Avg: 0.05205
2023-09-22 17:13:56,378:	[Coach] >>> VALID @Epoch: 981  >>> 
2023-09-22 17:13:56,378:	[Coach] >>> TEST  @Epoch: 981  >>> 
2023-09-22 17:13:57,566:	[Wall TIME] >>> ChiefCoach.train takes 1.188459 seconds ...
2023-09-22 17:13:57,621:	[Coach] >>> TRAIN @Epoch: 982  >>>  || LOSS Avg: 0.05213
2023-09-22 17:13:57,621:	[Coach] >>> VALID @Epoch: 982  >>> 
2023-09-22 17:13:57,621:	[Coach] >>> TEST  @Epoch: 982  >>> 
2023-09-22 17:13:58,773:	[Wall TIME] >>> ChiefCoach.train takes 1.151791 seconds ...
2023-09-22 17:13:58,829:	[Coach] >>> TRAIN @Epoch: 983  >>>  || LOSS Avg: 0.05231
2023-09-22 17:13:58,830:	[Coach] >>> VALID @Epoch: 983  >>> 
2023-09-22 17:13:58,830:	[Coach] >>> TEST  @Epoch: 983  >>> 
2023-09-22 17:14:00,308:	[Wall TIME] >>> ChiefCoach.train takes 1.478087 seconds ...
2023-09-22 17:14:00,361:	[Coach] >>> TRAIN @Epoch: 984  >>>  || LOSS Avg: 0.05187
2023-09-22 17:14:00,361:	[Coach] >>> VALID @Epoch: 984  >>> 
2023-09-22 17:14:00,361:	[Coach] >>> TEST  @Epoch: 984  >>> 
2023-09-22 17:14:01,575:	[Wall TIME] >>> ChiefCoach.train takes 1.213337 seconds ...
2023-09-22 17:14:02,491:	[Wall TIME] >>> ChiefCoach.valid takes 0.862992 seconds ...
2023-09-22 17:14:02,491:	[Coach] >>> TRAIN @Epoch: 985  >>>  || LOSS Avg: 0.05166
2023-09-22 17:14:02,492:	[Coach] >>> VALID @Epoch: 985  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0359 || HITRATE@10 Avg: 0.0536 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0297
2023-09-22 17:14:02,492:	[Coach] >>> TEST  @Epoch: 985  >>> 
2023-09-22 17:14:03,931:	[Wall TIME] >>> ChiefCoach.train takes 1.439263 seconds ...
2023-09-22 17:14:04,005:	[Coach] >>> TRAIN @Epoch: 986  >>>  || LOSS Avg: 0.05185
2023-09-22 17:14:04,005:	[Coach] >>> VALID @Epoch: 986  >>> 
2023-09-22 17:14:04,005:	[Coach] >>> TEST  @Epoch: 986  >>> 
2023-09-22 17:14:05,372:	[Wall TIME] >>> ChiefCoach.train takes 1.367219 seconds ...
2023-09-22 17:14:05,434:	[Coach] >>> TRAIN @Epoch: 987  >>>  || LOSS Avg: 0.05179
2023-09-22 17:14:05,434:	[Coach] >>> VALID @Epoch: 987  >>> 
2023-09-22 17:14:05,434:	[Coach] >>> TEST  @Epoch: 987  >>> 
2023-09-22 17:14:06,907:	[Wall TIME] >>> ChiefCoach.train takes 1.472432 seconds ...
2023-09-22 17:14:06,976:	[Coach] >>> TRAIN @Epoch: 988  >>>  || LOSS Avg: 0.05185
2023-09-22 17:14:06,976:	[Coach] >>> VALID @Epoch: 988  >>> 
2023-09-22 17:14:06,976:	[Coach] >>> TEST  @Epoch: 988  >>> 
2023-09-22 17:14:08,327:	[Wall TIME] >>> ChiefCoach.train takes 1.350921 seconds ...
2023-09-22 17:14:08,391:	[Coach] >>> TRAIN @Epoch: 989  >>>  || LOSS Avg: 0.05230
2023-09-22 17:14:08,391:	[Coach] >>> VALID @Epoch: 989  >>> 
2023-09-22 17:14:08,391:	[Coach] >>> TEST  @Epoch: 989  >>> 
2023-09-22 17:14:09,710:	[Wall TIME] >>> ChiefCoach.train takes 1.318288 seconds ...
2023-09-22 17:14:10,536:	[Wall TIME] >>> ChiefCoach.valid takes 0.757161 seconds ...
2023-09-22 17:14:10,537:	[Coach] >>> TRAIN @Epoch: 990  >>>  || LOSS Avg: 0.05209
2023-09-22 17:14:10,537:	[Coach] >>> VALID @Epoch: 990  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0363 || HITRATE@10 Avg: 0.0541 || NDCG@5 Avg: 0.0242 || NDCG@10 Avg: 0.0299
2023-09-22 17:14:10,537:	[Coach] >>> TEST  @Epoch: 990  >>> 
2023-09-22 17:14:11,860:	[Wall TIME] >>> ChiefCoach.train takes 1.323217 seconds ...
2023-09-22 17:14:11,925:	[Coach] >>> TRAIN @Epoch: 991  >>>  || LOSS Avg: 0.05223
2023-09-22 17:14:11,925:	[Coach] >>> VALID @Epoch: 991  >>> 
2023-09-22 17:14:11,925:	[Coach] >>> TEST  @Epoch: 991  >>> 
2023-09-22 17:14:13,261:	[Wall TIME] >>> ChiefCoach.train takes 1.335335 seconds ...
2023-09-22 17:14:13,331:	[Coach] >>> TRAIN @Epoch: 992  >>>  || LOSS Avg: 0.05193
2023-09-22 17:14:13,332:	[Coach] >>> VALID @Epoch: 992  >>> 
2023-09-22 17:14:13,332:	[Coach] >>> TEST  @Epoch: 992  >>> 
2023-09-22 17:14:14,548:	[Wall TIME] >>> ChiefCoach.train takes 1.216097 seconds ...
2023-09-22 17:14:14,618:	[Coach] >>> TRAIN @Epoch: 993  >>>  || LOSS Avg: 0.05195
2023-09-22 17:14:14,619:	[Coach] >>> VALID @Epoch: 993  >>> 
2023-09-22 17:14:14,619:	[Coach] >>> TEST  @Epoch: 993  >>> 
2023-09-22 17:14:16,125:	[Wall TIME] >>> ChiefCoach.train takes 1.505913 seconds ...
2023-09-22 17:14:16,199:	[Coach] >>> TRAIN @Epoch: 994  >>>  || LOSS Avg: 0.05184
2023-09-22 17:14:16,199:	[Coach] >>> VALID @Epoch: 994  >>> 
2023-09-22 17:14:16,199:	[Coach] >>> TEST  @Epoch: 994  >>> 
2023-09-22 17:14:17,453:	[Wall TIME] >>> ChiefCoach.train takes 1.253753 seconds ...
2023-09-22 17:14:18,487:	[Wall TIME] >>> ChiefCoach.valid takes 0.958314 seconds ...
2023-09-22 17:14:18,488:	[Coach] >>> TRAIN @Epoch: 995  >>>  || LOSS Avg: 0.05223
2023-09-22 17:14:18,488:	[Coach] >>> VALID @Epoch: 995  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0546 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0297
2023-09-22 17:14:18,488:	[Coach] >>> TEST  @Epoch: 995  >>> 
2023-09-22 17:14:19,666:	[Wall TIME] >>> ChiefCoach.train takes 1.177551 seconds ...
2023-09-22 17:14:19,752:	[Coach] >>> TRAIN @Epoch: 996  >>>  || LOSS Avg: 0.05172
2023-09-22 17:14:19,752:	[Coach] >>> VALID @Epoch: 996  >>> 
2023-09-22 17:14:19,752:	[Coach] >>> TEST  @Epoch: 996  >>> 
2023-09-22 17:14:20,964:	[Wall TIME] >>> ChiefCoach.train takes 1.211840 seconds ...
2023-09-22 17:14:21,030:	[Coach] >>> TRAIN @Epoch: 997  >>>  || LOSS Avg: 0.05174
2023-09-22 17:14:21,031:	[Coach] >>> VALID @Epoch: 997  >>> 
2023-09-22 17:14:21,031:	[Coach] >>> TEST  @Epoch: 997  >>> 
2023-09-22 17:14:22,173:	[Wall TIME] >>> ChiefCoach.train takes 1.142270 seconds ...
2023-09-22 17:14:22,233:	[Coach] >>> TRAIN @Epoch: 998  >>>  || LOSS Avg: 0.05195
2023-09-22 17:14:22,233:	[Coach] >>> VALID @Epoch: 998  >>> 
2023-09-22 17:14:22,233:	[Coach] >>> TEST  @Epoch: 998  >>> 
2023-09-22 17:14:23,242:	[Wall TIME] >>> ChiefCoach.train takes 1.008480 seconds ...
2023-09-22 17:14:23,299:	[Coach] >>> TRAIN @Epoch: 999  >>>  || LOSS Avg: 0.05179
2023-09-22 17:14:23,299:	[Coach] >>> VALID @Epoch: 999  >>> 
2023-09-22 17:14:23,299:	[Coach] >>> TEST  @Epoch: 999  >>> 
2023-09-22 17:14:24,395:	[Wall TIME] >>> ChiefCoach.train takes 1.095522 seconds ...
2023-09-22 17:14:25,275:	[Wall TIME] >>> ChiefCoach.valid takes 0.865356 seconds ...
2023-09-22 17:14:26,095:	[Wall TIME] >>> ChiefCoach.test takes 0.818696 seconds ...
2023-09-22 17:14:26,095:	[Coach] >>> TRAIN @Epoch: 1000 >>>  || LOSS Avg: 0.05177
2023-09-22 17:14:26,095:	[Coach] >>> VALID @Epoch: 1000 >>>  || HITRATE@1 Avg: 0.0116 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0549 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0300
2023-09-22 17:14:26,095:	[Coach] >>> TEST  @Epoch: 1000 >>>  || HITRATE@1 Avg: 0.0067 || HITRATE@5 Avg: 0.0220 || HITRATE@10 Avg: 0.0351 || NDCG@5 Avg: 0.0144 || NDCG@10 Avg: 0.0186
2023-09-22 17:14:27,594:	   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.051663     984
1   valid   HITRATE@1  0.012802     950
2   valid   HITRATE@5  0.037264     960
3   valid  HITRATE@10  0.054874    1000
4   valid      NDCG@5  0.024652     955
5   valid     NDCG@10  0.030177     950
6    test   HITRATE@1  0.006732       0
7    test   HITRATE@5  0.021998       0
8    test  HITRATE@10  0.035100       0
9    test      NDCG@5  0.014364       0
10   test     NDCG@10  0.018582       0
2023-09-22 17:14:27,594:	[LoG_PaTH] >>> ./logs/I-I-Tools-5/AmazonTools_550_Chron/0-0922164502
2023-09-22 17:14:27,886:	[Wall TIME] >>> Coach.summary takes 1.790944 seconds ...
2023-09-22 17:14:27,886:	[Coach] >>> Load best model @Epoch 950  
2023-09-22 17:14:28,688:	[Wall TIME] >>> ChiefCoach.valid takes 0.794505 seconds ...
2023-09-22 17:14:29,583:	[Wall TIME] >>> ChiefCoach.test takes 0.894158 seconds ...
2023-09-22 17:14:29,584:	[Coach] >>> TRAIN @Epoch: 950  >>> 
2023-09-22 17:14:29,584:	[Coach] >>> VALID @Epoch: 950  >>>  || HITRATE@1 Avg: 0.0128 || HITRATE@5 Avg: 0.0367 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0302
2023-09-22 17:14:29,584:	[Coach] >>> TEST  @Epoch: 950  >>>  || HITRATE@1 Avg: 0.0070 || HITRATE@5 Avg: 0.0229 || HITRATE@10 Avg: 0.0348 || NDCG@5 Avg: 0.0149 || NDCG@10 Avg: 0.0187
2023-09-22 17:14:29,592:	[Wall TIME] >>> Coach.fit takes 1759.446518 seconds ...
