2023-09-22 16:45:06,295:	========================================================================
2023-09-22 16:45:06,296:	========================================================================
2023-09-22 16:45:06,296:	========================================================================
2023-09-22 16:45:06,296:	[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True
2023-09-22 16:45:06,296:	[Seed] >>> Set seed: 1
2023-09-22 16:45:06,297:	[PARSER] >>>
[BENCHMARK: False] 
[SEED: 1] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: 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: 0922164503] 
[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/0-0922164503] 

2023-09-22 16:45:06,297:	[Wall TIME] >>> Parser.compile takes 0.006480 seconds ...
2023-09-22 16:45:06,309:	[AmazonTools_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Sparse,FieldTags.User]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Sparse,FieldTags.Item]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Timestamp,FieldTags.Dense]
2023-09-22 16:45:06,396:	+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |     Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+
| 16638  | 10217  | 8.08246183435509 |     134476    | 101200 | 16638  | 16638 | 0.0007910797527997544 |
+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+
2023-09-22 16:45:06,396:	[Wall TIME] >>> RecDataSet.compile takes 0.098282 seconds ...
2023-09-22 16:45:06,543:	[Wall TIME] >>> GenTrainUniformSampler.prepare takes 0.146010 seconds ...
2023-09-22 16:45:06,632:	[Wall TIME] >>> GenValidYielder.prepare takes 0.089050 seconds ...
2023-09-22 16:45:06,823:	[Wall TIME] >>> GenTestYielder.prepare takes 0.190214 seconds ...
2023-09-22 16:45:10,200:	[Coach] >>> Set best meter: NDCG@10 
2023-09-22 16:45:10,201:	[Wall TIME] >>> Coach.compile takes 0.001413 seconds ...
2023-09-22 16:45:11,437:	[Wall TIME] >>> ChiefCoach.valid takes 1.203772 seconds ...
2023-09-22 16:45:11,437:	[Coach] >>> Better ***NDCG@10*** of ***0.0004*** 
2023-09-22 16:45:11,458:	[Coach] >>> TRAIN @Epoch: 0    >>> 
2023-09-22 16:45:11,459:	[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0001 || HITRATE@5 Avg: 0.0004 || HITRATE@10 Avg: 0.0008 || NDCG@5 Avg: 0.0002 || NDCG@10 Avg: 0.0004
2023-09-22 16:45:11,459:	[Coach] >>> TEST  @Epoch: 0    >>> 
2023-09-22 16:45:12,783:	[Wall TIME] >>> ChiefCoach.train takes 1.323937 seconds ...
2023-09-22 16:45:12,832:	[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.69290
2023-09-22 16:45:12,832:	[Coach] >>> VALID @Epoch: 1    >>> 
2023-09-22 16:45:12,832:	[Coach] >>> TEST  @Epoch: 1    >>> 
2023-09-22 16:45:14,553:	[Wall TIME] >>> ChiefCoach.train takes 1.721420 seconds ...
2023-09-22 16:45:14,611:	[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.68978
2023-09-22 16:45:14,611:	[Coach] >>> VALID @Epoch: 2    >>> 
2023-09-22 16:45:14,611:	[Coach] >>> TEST  @Epoch: 2    >>> 
2023-09-22 16:45:16,128:	[Wall TIME] >>> ChiefCoach.train takes 1.517015 seconds ...
2023-09-22 16:45:16,186:	[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.67945
2023-09-22 16:45:16,187:	[Coach] >>> VALID @Epoch: 3    >>> 
2023-09-22 16:45:16,187:	[Coach] >>> TEST  @Epoch: 3    >>> 
2023-09-22 16:45:17,862:	[Wall TIME] >>> ChiefCoach.train takes 1.675240 seconds ...
2023-09-22 16:45:17,987:	[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.65926
2023-09-22 16:45:17,987:	[Coach] >>> VALID @Epoch: 4    >>> 
2023-09-22 16:45:17,987:	[Coach] >>> TEST  @Epoch: 4    >>> 
2023-09-22 16:45:19,379:	[Wall TIME] >>> ChiefCoach.train takes 1.391916 seconds ...
2023-09-22 16:45:20,327:	[Wall TIME] >>> ChiefCoach.valid takes 0.888495 seconds ...
2023-09-22 16:45:20,328:	[Coach] >>> Better ***NDCG@10*** of ***0.0155*** 
2023-09-22 16:45:20,355:	[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.62916
2023-09-22 16:45:20,355:	[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0069 || HITRATE@5 Avg: 0.0183 || HITRATE@10 Avg: 0.0275 || NDCG@5 Avg: 0.0125 || NDCG@10 Avg: 0.0155
2023-09-22 16:45:20,355:	[Coach] >>> TEST  @Epoch: 5    >>> 
2023-09-22 16:45:21,807:	[Wall TIME] >>> ChiefCoach.train takes 1.452014 seconds ...
2023-09-22 16:45:21,981:	[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.59083
2023-09-22 16:45:21,981:	[Coach] >>> VALID @Epoch: 6    >>> 
2023-09-22 16:45:21,981:	[Coach] >>> TEST  @Epoch: 6    >>> 
2023-09-22 16:45:23,656:	[Wall TIME] >>> ChiefCoach.train takes 1.674246 seconds ...
2023-09-22 16:45:23,807:	[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.54797
2023-09-22 16:45:23,808:	[Coach] >>> VALID @Epoch: 7    >>> 
2023-09-22 16:45:23,809:	[Coach] >>> TEST  @Epoch: 7    >>> 
2023-09-22 16:45:25,327:	[Wall TIME] >>> ChiefCoach.train takes 1.518025 seconds ...
2023-09-22 16:45:25,672:	[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.50346
2023-09-22 16:45:25,673:	[Coach] >>> VALID @Epoch: 8    >>> 
2023-09-22 16:45:25,673:	[Coach] >>> TEST  @Epoch: 8    >>> 
2023-09-22 16:45:27,292:	[Wall TIME] >>> ChiefCoach.train takes 1.619174 seconds ...
2023-09-22 16:45:27,424:	[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.46071
2023-09-22 16:45:27,426:	[Coach] >>> VALID @Epoch: 9    >>> 
2023-09-22 16:45:27,426:	[Coach] >>> TEST  @Epoch: 9    >>> 
2023-09-22 16:45:28,885:	[Wall TIME] >>> ChiefCoach.train takes 1.457819 seconds ...
2023-09-22 16:45:29,732:	[Wall TIME] >>> ChiefCoach.valid takes 0.789838 seconds ...
2023-09-22 16:45:29,733:	[Coach] >>> Better ***NDCG@10*** of ***0.0186*** 
2023-09-22 16:45:29,754:	[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.41985
2023-09-22 16:45:29,754:	[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0084 || HITRATE@5 Avg: 0.0216 || HITRATE@10 Avg: 0.0325 || NDCG@5 Avg: 0.0151 || NDCG@10 Avg: 0.0186
2023-09-22 16:45:29,754:	[Coach] >>> TEST  @Epoch: 10   >>> 
2023-09-22 16:45:31,343:	[Wall TIME] >>> ChiefCoach.train takes 1.589084 seconds ...
2023-09-22 16:45:31,403:	[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.38371
2023-09-22 16:45:31,404:	[Coach] >>> VALID @Epoch: 11   >>> 
2023-09-22 16:45:31,404:	[Coach] >>> TEST  @Epoch: 11   >>> 
2023-09-22 16:45:32,786:	[Wall TIME] >>> ChiefCoach.train takes 1.382550 seconds ...
2023-09-22 16:45:32,846:	[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.35065
2023-09-22 16:45:32,846:	[Coach] >>> VALID @Epoch: 12   >>> 
2023-09-22 16:45:32,846:	[Coach] >>> TEST  @Epoch: 12   >>> 
2023-09-22 16:45:34,410:	[Wall TIME] >>> ChiefCoach.train takes 1.563815 seconds ...
2023-09-22 16:45:34,535:	[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.32099
2023-09-22 16:45:34,535:	[Coach] >>> VALID @Epoch: 13   >>> 
2023-09-22 16:45:34,535:	[Coach] >>> TEST  @Epoch: 13   >>> 
2023-09-22 16:45:36,124:	[Wall TIME] >>> ChiefCoach.train takes 1.588758 seconds ...
2023-09-22 16:45:36,243:	[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.29752
2023-09-22 16:45:36,243:	[Coach] >>> VALID @Epoch: 14   >>> 
2023-09-22 16:45:36,244:	[Coach] >>> TEST  @Epoch: 14   >>> 
2023-09-22 16:45:37,835:	[Wall TIME] >>> ChiefCoach.train takes 1.589873 seconds ...
2023-09-22 16:45:38,697:	[Wall TIME] >>> ChiefCoach.valid takes 0.799900 seconds ...
2023-09-22 16:45:38,697:	[Coach] >>> Better ***NDCG@10*** of ***0.0206*** 
2023-09-22 16:45:38,727:	[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.27628
2023-09-22 16:45:38,727:	[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0090 || HITRATE@5 Avg: 0.0246 || HITRATE@10 Avg: 0.0364 || NDCG@5 Avg: 0.0168 || NDCG@10 Avg: 0.0206
2023-09-22 16:45:38,727:	[Coach] >>> TEST  @Epoch: 15   >>> 
2023-09-22 16:45:40,230:	[Wall TIME] >>> ChiefCoach.train takes 1.503127 seconds ...
2023-09-22 16:45:40,286:	[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.25721
2023-09-22 16:45:40,287:	[Coach] >>> VALID @Epoch: 16   >>> 
2023-09-22 16:45:40,287:	[Coach] >>> TEST  @Epoch: 16   >>> 
2023-09-22 16:45:41,889:	[Wall TIME] >>> ChiefCoach.train takes 1.602138 seconds ...
2023-09-22 16:45:41,949:	[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.24120
2023-09-22 16:45:41,949:	[Coach] >>> VALID @Epoch: 17   >>> 
2023-09-22 16:45:41,949:	[Coach] >>> TEST  @Epoch: 17   >>> 
2023-09-22 16:45:43,546:	[Wall TIME] >>> ChiefCoach.train takes 1.596398 seconds ...
2023-09-22 16:45:43,618:	[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.22641
2023-09-22 16:45:43,619:	[Coach] >>> VALID @Epoch: 18   >>> 
2023-09-22 16:45:43,619:	[Coach] >>> TEST  @Epoch: 18   >>> 
2023-09-22 16:45:45,326:	[Wall TIME] >>> ChiefCoach.train takes 1.706845 seconds ...
2023-09-22 16:45:45,391:	[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.21373
2023-09-22 16:45:45,391:	[Coach] >>> VALID @Epoch: 19   >>> 
2023-09-22 16:45:45,391:	[Coach] >>> TEST  @Epoch: 19   >>> 
2023-09-22 16:45:46,726:	[Wall TIME] >>> ChiefCoach.train takes 1.335101 seconds ...
2023-09-22 16:45:47,607:	[Wall TIME] >>> ChiefCoach.valid takes 0.819328 seconds ...
2023-09-22 16:45:47,608:	[Coach] >>> Better ***NDCG@10*** of ***0.0216*** 
2023-09-22 16:45:47,632:	[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.20356
2023-09-22 16:45:47,632:	[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0091 || HITRATE@5 Avg: 0.0258 || HITRATE@10 Avg: 0.0386 || NDCG@5 Avg: 0.0175 || NDCG@10 Avg: 0.0216
2023-09-22 16:45:47,632:	[Coach] >>> TEST  @Epoch: 20   >>> 
2023-09-22 16:45:49,168:	[Wall TIME] >>> ChiefCoach.train takes 1.536062 seconds ...
2023-09-22 16:45:49,236:	[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.19434
2023-09-22 16:45:49,237:	[Coach] >>> VALID @Epoch: 21   >>> 
2023-09-22 16:45:49,237:	[Coach] >>> TEST  @Epoch: 21   >>> 
2023-09-22 16:45:50,876:	[Wall TIME] >>> ChiefCoach.train takes 1.639368 seconds ...
2023-09-22 16:45:50,937:	[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.18607
2023-09-22 16:45:50,937:	[Coach] >>> VALID @Epoch: 22   >>> 
2023-09-22 16:45:50,937:	[Coach] >>> TEST  @Epoch: 22   >>> 
2023-09-22 16:45:52,403:	[Wall TIME] >>> ChiefCoach.train takes 1.465865 seconds ...
2023-09-22 16:45:52,477:	[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.17880
2023-09-22 16:45:52,477:	[Coach] >>> VALID @Epoch: 23   >>> 
2023-09-22 16:45:52,477:	[Coach] >>> TEST  @Epoch: 23   >>> 
2023-09-22 16:45:54,149:	[Wall TIME] >>> ChiefCoach.train takes 1.671468 seconds ...
2023-09-22 16:45:54,206:	[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.17254
2023-09-22 16:45:54,206:	[Coach] >>> VALID @Epoch: 24   >>> 
2023-09-22 16:45:54,206:	[Coach] >>> TEST  @Epoch: 24   >>> 
2023-09-22 16:45:55,988:	[Wall TIME] >>> ChiefCoach.train takes 1.781709 seconds ...
2023-09-22 16:45:56,924:	[Wall TIME] >>> ChiefCoach.valid takes 0.879061 seconds ...
2023-09-22 16:45:56,925:	[Coach] >>> Better ***NDCG@10*** of ***0.0220*** 
2023-09-22 16:45:56,946:	[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.16659
2023-09-22 16:45:56,946:	[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0096 || HITRATE@5 Avg: 0.0266 || HITRATE@10 Avg: 0.0385 || NDCG@5 Avg: 0.0182 || NDCG@10 Avg: 0.0220
2023-09-22 16:45:56,946:	[Coach] >>> TEST  @Epoch: 25   >>> 
2023-09-22 16:45:58,632:	[Wall TIME] >>> ChiefCoach.train takes 1.685613 seconds ...
2023-09-22 16:45:58,693:	[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.16064
2023-09-22 16:45:58,693:	[Coach] >>> VALID @Epoch: 26   >>> 
2023-09-22 16:45:58,693:	[Coach] >>> TEST  @Epoch: 26   >>> 
2023-09-22 16:46:00,015:	[Wall TIME] >>> ChiefCoach.train takes 1.321691 seconds ...
2023-09-22 16:46:00,074:	[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.15611
2023-09-22 16:46:00,074:	[Coach] >>> VALID @Epoch: 27   >>> 
2023-09-22 16:46:00,074:	[Coach] >>> TEST  @Epoch: 27   >>> 
2023-09-22 16:46:01,496:	[Wall TIME] >>> ChiefCoach.train takes 1.421529 seconds ...
2023-09-22 16:46:01,550:	[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.15158
2023-09-22 16:46:01,550:	[Coach] >>> VALID @Epoch: 28   >>> 
2023-09-22 16:46:01,550:	[Coach] >>> TEST  @Epoch: 28   >>> 
2023-09-22 16:46:03,014:	[Wall TIME] >>> ChiefCoach.train takes 1.463386 seconds ...
2023-09-22 16:46:03,075:	[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.14840
2023-09-22 16:46:03,076:	[Coach] >>> VALID @Epoch: 29   >>> 
2023-09-22 16:46:03,076:	[Coach] >>> TEST  @Epoch: 29   >>> 
2023-09-22 16:46:04,386:	[Wall TIME] >>> ChiefCoach.train takes 1.310444 seconds ...
2023-09-22 16:46:05,272:	[Wall TIME] >>> ChiefCoach.valid takes 0.822931 seconds ...
2023-09-22 16:46:05,272:	[Coach] >>> Better ***NDCG@10*** of ***0.0228*** 
2023-09-22 16:46:05,291:	[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.14456
2023-09-22 16:46:05,291:	[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0267 || HITRATE@10 Avg: 0.0399 || NDCG@5 Avg: 0.0185 || NDCG@10 Avg: 0.0228
2023-09-22 16:46:05,291:	[Coach] >>> TEST  @Epoch: 30   >>> 
2023-09-22 16:46:06,862:	[Wall TIME] >>> ChiefCoach.train takes 1.571228 seconds ...
2023-09-22 16:46:06,918:	[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.14164
2023-09-22 16:46:06,918:	[Coach] >>> VALID @Epoch: 31   >>> 
2023-09-22 16:46:06,918:	[Coach] >>> TEST  @Epoch: 31   >>> 
2023-09-22 16:46:08,366:	[Wall TIME] >>> ChiefCoach.train takes 1.447298 seconds ...
2023-09-22 16:46:08,424:	[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.13904
2023-09-22 16:46:08,424:	[Coach] >>> VALID @Epoch: 32   >>> 
2023-09-22 16:46:08,424:	[Coach] >>> TEST  @Epoch: 32   >>> 
2023-09-22 16:46:10,052:	[Wall TIME] >>> ChiefCoach.train takes 1.627831 seconds ...
2023-09-22 16:46:10,110:	[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.13616
2023-09-22 16:46:10,110:	[Coach] >>> VALID @Epoch: 33   >>> 
2023-09-22 16:46:10,110:	[Coach] >>> TEST  @Epoch: 33   >>> 
2023-09-22 16:46:11,758:	[Wall TIME] >>> ChiefCoach.train takes 1.647561 seconds ...
2023-09-22 16:46:11,822:	[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.13353
2023-09-22 16:46:11,822:	[Coach] >>> VALID @Epoch: 34   >>> 
2023-09-22 16:46:11,822:	[Coach] >>> TEST  @Epoch: 34   >>> 
2023-09-22 16:46:13,486:	[Wall TIME] >>> ChiefCoach.train takes 1.663963 seconds ...
2023-09-22 16:46:14,351:	[Wall TIME] >>> ChiefCoach.valid takes 0.801353 seconds ...
2023-09-22 16:46:14,351:	[Coach] >>> Better ***NDCG@10*** of ***0.0234*** 
2023-09-22 16:46:14,372:	[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.13181
2023-09-22 16:46:14,373:	[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0279 || HITRATE@10 Avg: 0.0415 || NDCG@5 Avg: 0.0191 || NDCG@10 Avg: 0.0234
2023-09-22 16:46:14,373:	[Coach] >>> TEST  @Epoch: 35   >>> 
2023-09-22 16:46:16,081:	[Wall TIME] >>> ChiefCoach.train takes 1.708169 seconds ...
2023-09-22 16:46:16,146:	[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.12907
2023-09-22 16:46:16,146:	[Coach] >>> VALID @Epoch: 36   >>> 
2023-09-22 16:46:16,146:	[Coach] >>> TEST  @Epoch: 36   >>> 
2023-09-22 16:46:17,537:	[Wall TIME] >>> ChiefCoach.train takes 1.390540 seconds ...
2023-09-22 16:46:17,822:	[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.12652
2023-09-22 16:46:17,823:	[Coach] >>> VALID @Epoch: 37   >>> 
2023-09-22 16:46:17,823:	[Coach] >>> TEST  @Epoch: 37   >>> 
2023-09-22 16:46:19,146:	[Wall TIME] >>> ChiefCoach.train takes 1.323023 seconds ...
2023-09-22 16:46:19,503:	[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.12514
2023-09-22 16:46:19,504:	[Coach] >>> VALID @Epoch: 38   >>> 
2023-09-22 16:46:19,504:	[Coach] >>> TEST  @Epoch: 38   >>> 
2023-09-22 16:46:20,889:	[Wall TIME] >>> ChiefCoach.train takes 1.385005 seconds ...
2023-09-22 16:46:20,998:	[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.12285
2023-09-22 16:46:20,999:	[Coach] >>> VALID @Epoch: 39   >>> 
2023-09-22 16:46:21,000:	[Coach] >>> TEST  @Epoch: 39   >>> 
2023-09-22 16:46:22,338:	[Wall TIME] >>> ChiefCoach.train takes 1.338106 seconds ...
2023-09-22 16:46:23,285:	[Wall TIME] >>> ChiefCoach.valid takes 0.880996 seconds ...
2023-09-22 16:46:23,285:	[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.12190
2023-09-22 16:46:23,285:	[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0100 || HITRATE@5 Avg: 0.0276 || HITRATE@10 Avg: 0.0411 || NDCG@5 Avg: 0.0189 || NDCG@10 Avg: 0.0233
2023-09-22 16:46:23,286:	[Coach] >>> TEST  @Epoch: 40   >>> 
2023-09-22 16:46:24,684:	[Wall TIME] >>> ChiefCoach.train takes 1.398332 seconds ...
2023-09-22 16:46:24,775:	[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.11978
2023-09-22 16:46:24,775:	[Coach] >>> VALID @Epoch: 41   >>> 
2023-09-22 16:46:24,775:	[Coach] >>> TEST  @Epoch: 41   >>> 
2023-09-22 16:46:26,201:	[Wall TIME] >>> ChiefCoach.train takes 1.425649 seconds ...
2023-09-22 16:46:26,496:	[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.11928
2023-09-22 16:46:26,497:	[Coach] >>> VALID @Epoch: 42   >>> 
2023-09-22 16:46:26,497:	[Coach] >>> TEST  @Epoch: 42   >>> 
2023-09-22 16:46:27,967:	[Wall TIME] >>> ChiefCoach.train takes 1.469308 seconds ...
2023-09-22 16:46:28,136:	[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.11782
2023-09-22 16:46:28,137:	[Coach] >>> VALID @Epoch: 43   >>> 
2023-09-22 16:46:28,137:	[Coach] >>> TEST  @Epoch: 43   >>> 
2023-09-22 16:46:29,705:	[Wall TIME] >>> ChiefCoach.train takes 1.568409 seconds ...
2023-09-22 16:46:29,770:	[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.11607
2023-09-22 16:46:29,770:	[Coach] >>> VALID @Epoch: 44   >>> 
2023-09-22 16:46:29,770:	[Coach] >>> TEST  @Epoch: 44   >>> 
2023-09-22 16:46:31,239:	[Wall TIME] >>> ChiefCoach.train takes 1.468622 seconds ...
2023-09-22 16:46:32,221:	[Wall TIME] >>> ChiefCoach.valid takes 0.918878 seconds ...
2023-09-22 16:46:32,221:	[Coach] >>> Better ***NDCG@10*** of ***0.0241*** 
2023-09-22 16:46:32,243:	[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.11497
2023-09-22 16:46:32,244:	[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0105 || HITRATE@5 Avg: 0.0284 || HITRATE@10 Avg: 0.0424 || NDCG@5 Avg: 0.0196 || NDCG@10 Avg: 0.0241
2023-09-22 16:46:32,244:	[Coach] >>> TEST  @Epoch: 45   >>> 
2023-09-22 16:46:33,615:	[Wall TIME] >>> ChiefCoach.train takes 1.369672 seconds ...
2023-09-22 16:46:33,672:	[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.11328
2023-09-22 16:46:33,673:	[Coach] >>> VALID @Epoch: 46   >>> 
2023-09-22 16:46:33,673:	[Coach] >>> TEST  @Epoch: 46   >>> 
2023-09-22 16:46:35,079:	[Wall TIME] >>> ChiefCoach.train takes 1.405611 seconds ...
2023-09-22 16:46:35,141:	[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.11190
2023-09-22 16:46:35,141:	[Coach] >>> VALID @Epoch: 47   >>> 
2023-09-22 16:46:35,142:	[Coach] >>> TEST  @Epoch: 47   >>> 
2023-09-22 16:46:36,564:	[Wall TIME] >>> ChiefCoach.train takes 1.421971 seconds ...
2023-09-22 16:46:36,620:	[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.11075
2023-09-22 16:46:36,620:	[Coach] >>> VALID @Epoch: 48   >>> 
2023-09-22 16:46:36,620:	[Coach] >>> TEST  @Epoch: 48   >>> 
2023-09-22 16:46:38,000:	[Wall TIME] >>> ChiefCoach.train takes 1.379597 seconds ...
2023-09-22 16:46:38,062:	[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.11002
2023-09-22 16:46:38,062:	[Coach] >>> VALID @Epoch: 49   >>> 
2023-09-22 16:46:38,062:	[Coach] >>> TEST  @Epoch: 49   >>> 
2023-09-22 16:46:39,503:	[Wall TIME] >>> ChiefCoach.train takes 1.440732 seconds ...
2023-09-22 16:46:40,419:	[Wall TIME] >>> ChiefCoach.valid takes 0.800587 seconds ...
2023-09-22 16:46:40,419:	[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.10902
2023-09-22 16:46:40,419:	[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0101 || HITRATE@5 Avg: 0.0282 || HITRATE@10 Avg: 0.0425 || NDCG@5 Avg: 0.0194 || NDCG@10 Avg: 0.0240
2023-09-22 16:46:40,419:	[Coach] >>> TEST  @Epoch: 50   >>> 
2023-09-22 16:46:42,123:	[Wall TIME] >>> ChiefCoach.train takes 1.703126 seconds ...
2023-09-22 16:46:42,179:	[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.10775
2023-09-22 16:46:42,180:	[Coach] >>> VALID @Epoch: 51   >>> 
2023-09-22 16:46:42,180:	[Coach] >>> TEST  @Epoch: 51   >>> 
2023-09-22 16:46:43,463:	[Wall TIME] >>> ChiefCoach.train takes 1.283180 seconds ...
2023-09-22 16:46:43,864:	[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.10718
2023-09-22 16:46:43,864:	[Coach] >>> VALID @Epoch: 52   >>> 
2023-09-22 16:46:43,864:	[Coach] >>> TEST  @Epoch: 52   >>> 
2023-09-22 16:46:45,413:	[Wall TIME] >>> ChiefCoach.train takes 1.548258 seconds ...
2023-09-22 16:46:45,474:	[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.10656
2023-09-22 16:46:45,474:	[Coach] >>> VALID @Epoch: 53   >>> 
2023-09-22 16:46:45,474:	[Coach] >>> TEST  @Epoch: 53   >>> 
2023-09-22 16:46:47,153:	[Wall TIME] >>> ChiefCoach.train takes 1.678438 seconds ...
2023-09-22 16:46:47,214:	[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.10605
2023-09-22 16:46:47,214:	[Coach] >>> VALID @Epoch: 54   >>> 
2023-09-22 16:46:47,214:	[Coach] >>> TEST  @Epoch: 54   >>> 
2023-09-22 16:46:48,545:	[Wall TIME] >>> ChiefCoach.train takes 1.330718 seconds ...
2023-09-22 16:46:49,488:	[Wall TIME] >>> ChiefCoach.valid takes 0.877774 seconds ...
2023-09-22 16:46:49,489:	[Coach] >>> Better ***NDCG@10*** of ***0.0242*** 
2023-09-22 16:46:49,509:	[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.10441
2023-09-22 16:46:49,509:	[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0099 || HITRATE@5 Avg: 0.0287 || HITRATE@10 Avg: 0.0432 || NDCG@5 Avg: 0.0196 || NDCG@10 Avg: 0.0242
2023-09-22 16:46:49,509:	[Coach] >>> TEST  @Epoch: 55   >>> 
2023-09-22 16:46:50,853:	[Wall TIME] >>> ChiefCoach.train takes 1.343849 seconds ...
2023-09-22 16:46:50,930:	[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.10349
2023-09-22 16:46:50,930:	[Coach] >>> VALID @Epoch: 56   >>> 
2023-09-22 16:46:50,930:	[Coach] >>> TEST  @Epoch: 56   >>> 
2023-09-22 16:46:52,387:	[Wall TIME] >>> ChiefCoach.train takes 1.457068 seconds ...
2023-09-22 16:46:52,450:	[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.10385
2023-09-22 16:46:52,450:	[Coach] >>> VALID @Epoch: 57   >>> 
2023-09-22 16:46:52,450:	[Coach] >>> TEST  @Epoch: 57   >>> 
2023-09-22 16:46:54,015:	[Wall TIME] >>> ChiefCoach.train takes 1.564871 seconds ...
2023-09-22 16:46:54,092:	[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.10262
2023-09-22 16:46:54,092:	[Coach] >>> VALID @Epoch: 58   >>> 
2023-09-22 16:46:54,092:	[Coach] >>> TEST  @Epoch: 58   >>> 
2023-09-22 16:46:55,861:	[Wall TIME] >>> ChiefCoach.train takes 1.768144 seconds ...
2023-09-22 16:46:55,917:	[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.10143
2023-09-22 16:46:55,917:	[Coach] >>> VALID @Epoch: 59   >>> 
2023-09-22 16:46:55,917:	[Coach] >>> TEST  @Epoch: 59   >>> 
2023-09-22 16:46:57,415:	[Wall TIME] >>> ChiefCoach.train takes 1.497468 seconds ...
2023-09-22 16:46:58,299:	[Wall TIME] >>> ChiefCoach.valid takes 0.829223 seconds ...
2023-09-22 16:46:58,299:	[Coach] >>> Better ***NDCG@10*** of ***0.0244*** 
2023-09-22 16:46:58,318:	[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.10162
2023-09-22 16:46:58,318:	[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0100 || HITRATE@5 Avg: 0.0288 || HITRATE@10 Avg: 0.0435 || NDCG@5 Avg: 0.0196 || NDCG@10 Avg: 0.0244
2023-09-22 16:46:58,318:	[Coach] >>> TEST  @Epoch: 60   >>> 
2023-09-22 16:46:59,716:	[Wall TIME] >>> ChiefCoach.train takes 1.397455 seconds ...
2023-09-22 16:46:59,780:	[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.10039
2023-09-22 16:46:59,780:	[Coach] >>> VALID @Epoch: 61   >>> 
2023-09-22 16:46:59,780:	[Coach] >>> TEST  @Epoch: 61   >>> 
2023-09-22 16:47:01,035:	[Wall TIME] >>> ChiefCoach.train takes 1.254700 seconds ...
2023-09-22 16:47:01,330:	[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.09946
2023-09-22 16:47:01,330:	[Coach] >>> VALID @Epoch: 62   >>> 
2023-09-22 16:47:01,330:	[Coach] >>> TEST  @Epoch: 62   >>> 
2023-09-22 16:47:02,720:	[Wall TIME] >>> ChiefCoach.train takes 1.389405 seconds ...
2023-09-22 16:47:02,835:	[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.09906
2023-09-22 16:47:02,835:	[Coach] >>> VALID @Epoch: 63   >>> 
2023-09-22 16:47:02,835:	[Coach] >>> TEST  @Epoch: 63   >>> 
2023-09-22 16:47:04,145:	[Wall TIME] >>> ChiefCoach.train takes 1.310075 seconds ...
2023-09-22 16:47:04,333:	[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.09879
2023-09-22 16:47:04,333:	[Coach] >>> VALID @Epoch: 64   >>> 
2023-09-22 16:47:04,333:	[Coach] >>> TEST  @Epoch: 64   >>> 
2023-09-22 16:47:05,691:	[Wall TIME] >>> ChiefCoach.train takes 1.357915 seconds ...
2023-09-22 16:47:06,660:	[Wall TIME] >>> ChiefCoach.valid takes 0.895841 seconds ...
2023-09-22 16:47:06,660:	[Coach] >>> Better ***NDCG@10*** of ***0.0247*** 
2023-09-22 16:47:06,679:	[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.09802
2023-09-22 16:47:06,679:	[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0103 || HITRATE@5 Avg: 0.0297 || HITRATE@10 Avg: 0.0436 || NDCG@5 Avg: 0.0202 || NDCG@10 Avg: 0.0247
2023-09-22 16:47:06,679:	[Coach] >>> TEST  @Epoch: 65   >>> 
2023-09-22 16:47:08,085:	[Wall TIME] >>> ChiefCoach.train takes 1.405874 seconds ...
2023-09-22 16:47:08,142:	[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.09763
2023-09-22 16:47:08,142:	[Coach] >>> VALID @Epoch: 66   >>> 
2023-09-22 16:47:08,142:	[Coach] >>> TEST  @Epoch: 66   >>> 
2023-09-22 16:47:09,524:	[Wall TIME] >>> ChiefCoach.train takes 1.381696 seconds ...
2023-09-22 16:47:09,582:	[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.09649
2023-09-22 16:47:09,582:	[Coach] >>> VALID @Epoch: 67   >>> 
2023-09-22 16:47:09,582:	[Coach] >>> TEST  @Epoch: 67   >>> 
2023-09-22 16:47:10,972:	[Wall TIME] >>> ChiefCoach.train takes 1.389201 seconds ...
2023-09-22 16:47:11,102:	[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.09654
2023-09-22 16:47:11,102:	[Coach] >>> VALID @Epoch: 68   >>> 
2023-09-22 16:47:11,102:	[Coach] >>> TEST  @Epoch: 68   >>> 
2023-09-22 16:47:12,501:	[Wall TIME] >>> ChiefCoach.train takes 1.398180 seconds ...
2023-09-22 16:47:12,556:	[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.09587
2023-09-22 16:47:12,556:	[Coach] >>> VALID @Epoch: 69   >>> 
2023-09-22 16:47:12,557:	[Coach] >>> TEST  @Epoch: 69   >>> 
2023-09-22 16:47:13,784:	[Wall TIME] >>> ChiefCoach.train takes 1.227589 seconds ...
2023-09-22 16:47:14,894:	[Wall TIME] >>> ChiefCoach.valid takes 0.971501 seconds ...
2023-09-22 16:47:14,894:	[Coach] >>> Better ***NDCG@10*** of ***0.0248*** 
2023-09-22 16:47:14,912:	[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.09523
2023-09-22 16:47:14,912:	[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0101 || HITRATE@5 Avg: 0.0301 || HITRATE@10 Avg: 0.0442 || NDCG@5 Avg: 0.0203 || NDCG@10 Avg: 0.0248
2023-09-22 16:47:14,912:	[Coach] >>> TEST  @Epoch: 70   >>> 
2023-09-22 16:47:16,196:	[Wall TIME] >>> ChiefCoach.train takes 1.283367 seconds ...
2023-09-22 16:47:16,276:	[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.09502
2023-09-22 16:47:16,276:	[Coach] >>> VALID @Epoch: 71   >>> 
2023-09-22 16:47:16,276:	[Coach] >>> TEST  @Epoch: 71   >>> 
2023-09-22 16:47:17,459:	[Wall TIME] >>> ChiefCoach.train takes 1.182951 seconds ...
2023-09-22 16:47:17,643:	[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.09495
2023-09-22 16:47:17,643:	[Coach] >>> VALID @Epoch: 72   >>> 
2023-09-22 16:47:17,643:	[Coach] >>> TEST  @Epoch: 72   >>> 
2023-09-22 16:47:19,045:	[Wall TIME] >>> ChiefCoach.train takes 1.401766 seconds ...
2023-09-22 16:47:19,240:	[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.09297
2023-09-22 16:47:19,240:	[Coach] >>> VALID @Epoch: 73   >>> 
2023-09-22 16:47:19,240:	[Coach] >>> TEST  @Epoch: 73   >>> 
2023-09-22 16:47:20,421:	[Wall TIME] >>> ChiefCoach.train takes 1.180590 seconds ...
2023-09-22 16:47:20,685:	[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.09350
2023-09-22 16:47:20,685:	[Coach] >>> VALID @Epoch: 74   >>> 
2023-09-22 16:47:20,685:	[Coach] >>> TEST  @Epoch: 74   >>> 
2023-09-22 16:47:21,926:	[Wall TIME] >>> ChiefCoach.train takes 1.240458 seconds ...
2023-09-22 16:47:22,867:	[Wall TIME] >>> ChiefCoach.valid takes 0.868481 seconds ...
2023-09-22 16:47:22,868:	[Coach] >>> Better ***NDCG@10*** of ***0.0249*** 
2023-09-22 16:47:22,940:	[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.09331
2023-09-22 16:47:22,940:	[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0099 || HITRATE@5 Avg: 0.0296 || HITRATE@10 Avg: 0.0450 || NDCG@5 Avg: 0.0200 || NDCG@10 Avg: 0.0249
2023-09-22 16:47:22,940:	[Coach] >>> TEST  @Epoch: 75   >>> 
2023-09-22 16:47:24,112:	[Wall TIME] >>> ChiefCoach.train takes 1.171102 seconds ...
2023-09-22 16:47:24,229:	[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.09207
2023-09-22 16:47:24,229:	[Coach] >>> VALID @Epoch: 76   >>> 
2023-09-22 16:47:24,229:	[Coach] >>> TEST  @Epoch: 76   >>> 
2023-09-22 16:47:25,519:	[Wall TIME] >>> ChiefCoach.train takes 1.289559 seconds ...
2023-09-22 16:47:25,587:	[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.09188
2023-09-22 16:47:25,587:	[Coach] >>> VALID @Epoch: 77   >>> 
2023-09-22 16:47:25,587:	[Coach] >>> TEST  @Epoch: 77   >>> 
2023-09-22 16:47:26,700:	[Wall TIME] >>> ChiefCoach.train takes 1.112260 seconds ...
2023-09-22 16:47:26,923:	[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.09138
2023-09-22 16:47:26,923:	[Coach] >>> VALID @Epoch: 78   >>> 
2023-09-22 16:47:26,923:	[Coach] >>> TEST  @Epoch: 78   >>> 
2023-09-22 16:47:28,145:	[Wall TIME] >>> ChiefCoach.train takes 1.221189 seconds ...
2023-09-22 16:47:28,247:	[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.09110
2023-09-22 16:47:28,247:	[Coach] >>> VALID @Epoch: 79   >>> 
2023-09-22 16:47:28,247:	[Coach] >>> TEST  @Epoch: 79   >>> 
2023-09-22 16:47:29,422:	[Wall TIME] >>> ChiefCoach.train takes 1.174309 seconds ...
2023-09-22 16:47:30,332:	[Wall TIME] >>> ChiefCoach.valid takes 0.855514 seconds ...
2023-09-22 16:47:30,332:	[Coach] >>> Better ***NDCG@10*** of ***0.0254*** 
2023-09-22 16:47:30,351:	[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.09076
2023-09-22 16:47:30,351:	[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0103 || HITRATE@5 Avg: 0.0296 || HITRATE@10 Avg: 0.0455 || NDCG@5 Avg: 0.0203 || NDCG@10 Avg: 0.0254
2023-09-22 16:47:30,351:	[Coach] >>> TEST  @Epoch: 80   >>> 
2023-09-22 16:47:31,607:	[Wall TIME] >>> ChiefCoach.train takes 1.255409 seconds ...
2023-09-22 16:47:31,664:	[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.08999
2023-09-22 16:47:31,664:	[Coach] >>> VALID @Epoch: 81   >>> 
2023-09-22 16:47:31,664:	[Coach] >>> TEST  @Epoch: 81   >>> 
2023-09-22 16:47:32,794:	[Wall TIME] >>> ChiefCoach.train takes 1.129832 seconds ...
2023-09-22 16:47:32,853:	[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.08976
2023-09-22 16:47:32,853:	[Coach] >>> VALID @Epoch: 82   >>> 
2023-09-22 16:47:32,853:	[Coach] >>> TEST  @Epoch: 82   >>> 
2023-09-22 16:47:34,145:	[Wall TIME] >>> ChiefCoach.train takes 1.291579 seconds ...
2023-09-22 16:47:34,250:	[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.08962
2023-09-22 16:47:34,250:	[Coach] >>> VALID @Epoch: 83   >>> 
2023-09-22 16:47:34,250:	[Coach] >>> TEST  @Epoch: 83   >>> 
2023-09-22 16:47:35,491:	[Wall TIME] >>> ChiefCoach.train takes 1.241012 seconds ...
2023-09-22 16:47:35,621:	[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.08903
2023-09-22 16:47:35,621:	[Coach] >>> VALID @Epoch: 84   >>> 
2023-09-22 16:47:35,621:	[Coach] >>> TEST  @Epoch: 84   >>> 
2023-09-22 16:47:36,901:	[Wall TIME] >>> ChiefCoach.train takes 1.279371 seconds ...
2023-09-22 16:47:37,911:	[Wall TIME] >>> ChiefCoach.valid takes 0.817865 seconds ...
2023-09-22 16:47:38,000:	[Coach] >>> Better ***NDCG@10*** of ***0.0254*** 
2023-09-22 16:47:38,021:	[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.08876
2023-09-22 16:47:38,021:	[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0103 || HITRATE@5 Avg: 0.0301 || HITRATE@10 Avg: 0.0457 || NDCG@5 Avg: 0.0204 || NDCG@10 Avg: 0.0254
2023-09-22 16:47:38,022:	[Coach] >>> TEST  @Epoch: 85   >>> 
2023-09-22 16:47:39,443:	[Wall TIME] >>> ChiefCoach.train takes 1.421800 seconds ...
2023-09-22 16:47:39,703:	[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.08827
2023-09-22 16:47:39,703:	[Coach] >>> VALID @Epoch: 86   >>> 
2023-09-22 16:47:39,703:	[Coach] >>> TEST  @Epoch: 86   >>> 
2023-09-22 16:47:41,156:	[Wall TIME] >>> ChiefCoach.train takes 1.452614 seconds ...
2023-09-22 16:47:41,210:	[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.08772
2023-09-22 16:47:41,210:	[Coach] >>> VALID @Epoch: 87   >>> 
2023-09-22 16:47:41,210:	[Coach] >>> TEST  @Epoch: 87   >>> 
2023-09-22 16:47:42,799:	[Wall TIME] >>> ChiefCoach.train takes 1.588901 seconds ...
2023-09-22 16:47:42,937:	[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.08766
2023-09-22 16:47:42,937:	[Coach] >>> VALID @Epoch: 88   >>> 
2023-09-22 16:47:42,937:	[Coach] >>> TEST  @Epoch: 88   >>> 
2023-09-22 16:47:44,439:	[Wall TIME] >>> ChiefCoach.train takes 1.502407 seconds ...
2023-09-22 16:47:44,497:	[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.08694
2023-09-22 16:47:44,497:	[Coach] >>> VALID @Epoch: 89   >>> 
2023-09-22 16:47:44,497:	[Coach] >>> TEST  @Epoch: 89   >>> 
2023-09-22 16:47:45,978:	[Wall TIME] >>> ChiefCoach.train takes 1.481511 seconds ...
2023-09-22 16:47:46,895:	[Wall TIME] >>> ChiefCoach.valid takes 0.850822 seconds ...
2023-09-22 16:47:46,895:	[Coach] >>> Better ***NDCG@10*** of ***0.0258*** 
2023-09-22 16:47:46,921:	[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.08678
2023-09-22 16:47:46,921:	[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0105 || HITRATE@5 Avg: 0.0307 || HITRATE@10 Avg: 0.0463 || NDCG@5 Avg: 0.0208 || NDCG@10 Avg: 0.0258
2023-09-22 16:47:46,921:	[Coach] >>> TEST  @Epoch: 90   >>> 
2023-09-22 16:47:48,590:	[Wall TIME] >>> ChiefCoach.train takes 1.668262 seconds ...
2023-09-22 16:47:48,651:	[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.08623
2023-09-22 16:47:48,651:	[Coach] >>> VALID @Epoch: 91   >>> 
2023-09-22 16:47:48,652:	[Coach] >>> TEST  @Epoch: 91   >>> 
2023-09-22 16:47:50,169:	[Wall TIME] >>> ChiefCoach.train takes 1.517353 seconds ...
2023-09-22 16:47:50,223:	[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.08614
2023-09-22 16:47:50,223:	[Coach] >>> VALID @Epoch: 92   >>> 
2023-09-22 16:47:50,223:	[Coach] >>> TEST  @Epoch: 92   >>> 
2023-09-22 16:47:51,793:	[Wall TIME] >>> ChiefCoach.train takes 1.570307 seconds ...
2023-09-22 16:47:52,376:	[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.08577
2023-09-22 16:47:52,376:	[Coach] >>> VALID @Epoch: 93   >>> 
2023-09-22 16:47:52,376:	[Coach] >>> TEST  @Epoch: 93   >>> 
2023-09-22 16:47:53,845:	[Wall TIME] >>> ChiefCoach.train takes 1.469237 seconds ...
2023-09-22 16:47:54,009:	[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.08522
2023-09-22 16:47:54,010:	[Coach] >>> VALID @Epoch: 94   >>> 
2023-09-22 16:47:54,010:	[Coach] >>> TEST  @Epoch: 94   >>> 
2023-09-22 16:47:55,525:	[Wall TIME] >>> ChiefCoach.train takes 1.515465 seconds ...
2023-09-22 16:47:56,426:	[Wall TIME] >>> ChiefCoach.valid takes 0.839740 seconds ...
2023-09-22 16:47:56,427:	[Coach] >>> Better ***NDCG@10*** of ***0.0259*** 
2023-09-22 16:47:56,449:	[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.08521
2023-09-22 16:47:56,449:	[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0100 || HITRATE@5 Avg: 0.0307 || HITRATE@10 Avg: 0.0469 || NDCG@5 Avg: 0.0207 || NDCG@10 Avg: 0.0259
2023-09-22 16:47:56,449:	[Coach] >>> TEST  @Epoch: 95   >>> 
2023-09-22 16:47:58,191:	[Wall TIME] >>> ChiefCoach.train takes 1.742092 seconds ...
2023-09-22 16:47:58,258:	[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.08465
2023-09-22 16:47:58,258:	[Coach] >>> VALID @Epoch: 96   >>> 
2023-09-22 16:47:58,258:	[Coach] >>> TEST  @Epoch: 96   >>> 
2023-09-22 16:47:59,892:	[Wall TIME] >>> ChiefCoach.train takes 1.634261 seconds ...
2023-09-22 16:47:59,963:	[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.08410
2023-09-22 16:47:59,963:	[Coach] >>> VALID @Epoch: 97   >>> 
2023-09-22 16:47:59,963:	[Coach] >>> TEST  @Epoch: 97   >>> 
2023-09-22 16:48:01,421:	[Wall TIME] >>> ChiefCoach.train takes 1.457697 seconds ...
2023-09-22 16:48:01,480:	[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.08388
2023-09-22 16:48:01,480:	[Coach] >>> VALID @Epoch: 98   >>> 
2023-09-22 16:48:01,480:	[Coach] >>> TEST  @Epoch: 98   >>> 
2023-09-22 16:48:02,988:	[Wall TIME] >>> ChiefCoach.train takes 1.507426 seconds ...
2023-09-22 16:48:03,044:	[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.08354
2023-09-22 16:48:03,044:	[Coach] >>> VALID @Epoch: 99   >>> 
2023-09-22 16:48:03,044:	[Coach] >>> TEST  @Epoch: 99   >>> 
2023-09-22 16:48:04,437:	[Wall TIME] >>> ChiefCoach.train takes 1.392893 seconds ...
2023-09-22 16:48:05,332:	[Wall TIME] >>> ChiefCoach.valid takes 0.830935 seconds ...
2023-09-22 16:48:05,332:	[Coach] >>> Better ***NDCG@10*** of ***0.0262*** 
2023-09-22 16:48:05,506:	[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.08276
2023-09-22 16:48:05,507:	[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0103 || HITRATE@5 Avg: 0.0303 || HITRATE@10 Avg: 0.0475 || NDCG@5 Avg: 0.0206 || NDCG@10 Avg: 0.0262
2023-09-22 16:48:05,507:	[Coach] >>> TEST  @Epoch: 100  >>> 
2023-09-22 16:48:07,108:	[Wall TIME] >>> ChiefCoach.train takes 1.600737 seconds ...
2023-09-22 16:48:07,392:	[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.08325
2023-09-22 16:48:07,393:	[Coach] >>> VALID @Epoch: 101  >>> 
2023-09-22 16:48:07,393:	[Coach] >>> TEST  @Epoch: 101  >>> 
2023-09-22 16:48:08,775:	[Wall TIME] >>> ChiefCoach.train takes 1.382251 seconds ...
2023-09-22 16:48:08,843:	[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.08310
2023-09-22 16:48:08,843:	[Coach] >>> VALID @Epoch: 102  >>> 
2023-09-22 16:48:08,843:	[Coach] >>> TEST  @Epoch: 102  >>> 
2023-09-22 16:48:10,144:	[Wall TIME] >>> ChiefCoach.train takes 1.300570 seconds ...
2023-09-22 16:48:10,221:	[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.08246
2023-09-22 16:48:10,221:	[Coach] >>> VALID @Epoch: 103  >>> 
2023-09-22 16:48:10,221:	[Coach] >>> TEST  @Epoch: 103  >>> 
2023-09-22 16:48:11,900:	[Wall TIME] >>> ChiefCoach.train takes 1.679025 seconds ...
2023-09-22 16:48:11,959:	[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.08211
2023-09-22 16:48:11,960:	[Coach] >>> VALID @Epoch: 104  >>> 
2023-09-22 16:48:11,960:	[Coach] >>> TEST  @Epoch: 104  >>> 
2023-09-22 16:48:13,413:	[Wall TIME] >>> ChiefCoach.train takes 1.452767 seconds ...
2023-09-22 16:48:14,310:	[Wall TIME] >>> ChiefCoach.valid takes 0.832369 seconds ...
2023-09-22 16:48:14,310:	[Coach] >>> Better ***NDCG@10*** of ***0.0264*** 
2023-09-22 16:48:14,333:	[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.08189
2023-09-22 16:48:14,333:	[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0317 || HITRATE@10 Avg: 0.0481 || NDCG@5 Avg: 0.0211 || NDCG@10 Avg: 0.0264
2023-09-22 16:48:14,333:	[Coach] >>> TEST  @Epoch: 105  >>> 
2023-09-22 16:48:15,899:	[Wall TIME] >>> ChiefCoach.train takes 1.565074 seconds ...
2023-09-22 16:48:15,972:	[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.08163
2023-09-22 16:48:15,973:	[Coach] >>> VALID @Epoch: 106  >>> 
2023-09-22 16:48:15,973:	[Coach] >>> TEST  @Epoch: 106  >>> 
2023-09-22 16:48:17,604:	[Wall TIME] >>> ChiefCoach.train takes 1.631475 seconds ...
2023-09-22 16:48:17,676:	[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.08160
2023-09-22 16:48:17,677:	[Coach] >>> VALID @Epoch: 107  >>> 
2023-09-22 16:48:17,677:	[Coach] >>> TEST  @Epoch: 107  >>> 
2023-09-22 16:48:19,129:	[Wall TIME] >>> ChiefCoach.train takes 1.451676 seconds ...
2023-09-22 16:48:19,354:	[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.08112
2023-09-22 16:48:19,354:	[Coach] >>> VALID @Epoch: 108  >>> 
2023-09-22 16:48:19,354:	[Coach] >>> TEST  @Epoch: 108  >>> 
2023-09-22 16:48:20,820:	[Wall TIME] >>> ChiefCoach.train takes 1.465112 seconds ...
2023-09-22 16:48:20,874:	[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.08061
2023-09-22 16:48:20,874:	[Coach] >>> VALID @Epoch: 109  >>> 
2023-09-22 16:48:20,874:	[Coach] >>> TEST  @Epoch: 109  >>> 
2023-09-22 16:48:22,347:	[Wall TIME] >>> ChiefCoach.train takes 1.473165 seconds ...
2023-09-22 16:48:23,297:	[Wall TIME] >>> ChiefCoach.valid takes 0.888016 seconds ...
2023-09-22 16:48:23,298:	[Coach] >>> Better ***NDCG@10*** of ***0.0266*** 
2023-09-22 16:48:23,321:	[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.07990
2023-09-22 16:48:23,322:	[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0316 || HITRATE@10 Avg: 0.0487 || NDCG@5 Avg: 0.0211 || NDCG@10 Avg: 0.0266
2023-09-22 16:48:23,322:	[Coach] >>> TEST  @Epoch: 110  >>> 
2023-09-22 16:48:24,913:	[Wall TIME] >>> ChiefCoach.train takes 1.590735 seconds ...
2023-09-22 16:48:24,973:	[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.08057
2023-09-22 16:48:24,974:	[Coach] >>> VALID @Epoch: 111  >>> 
2023-09-22 16:48:24,974:	[Coach] >>> TEST  @Epoch: 111  >>> 
2023-09-22 16:48:26,318:	[Wall TIME] >>> ChiefCoach.train takes 1.344138 seconds ...
2023-09-22 16:48:26,372:	[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.07988
2023-09-22 16:48:26,372:	[Coach] >>> VALID @Epoch: 112  >>> 
2023-09-22 16:48:26,372:	[Coach] >>> TEST  @Epoch: 112  >>> 
2023-09-22 16:48:27,841:	[Wall TIME] >>> ChiefCoach.train takes 1.468586 seconds ...
2023-09-22 16:48:27,910:	[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.07968
2023-09-22 16:48:27,910:	[Coach] >>> VALID @Epoch: 113  >>> 
2023-09-22 16:48:27,910:	[Coach] >>> TEST  @Epoch: 113  >>> 
2023-09-22 16:48:29,306:	[Wall TIME] >>> ChiefCoach.train takes 1.395503 seconds ...
2023-09-22 16:48:29,365:	[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.07965
2023-09-22 16:48:29,366:	[Coach] >>> VALID @Epoch: 114  >>> 
2023-09-22 16:48:29,366:	[Coach] >>> TEST  @Epoch: 114  >>> 
2023-09-22 16:48:30,759:	[Wall TIME] >>> ChiefCoach.train takes 1.392960 seconds ...
2023-09-22 16:48:31,689:	[Wall TIME] >>> ChiefCoach.valid takes 0.868389 seconds ...
2023-09-22 16:48:31,689:	[Coach] >>> Better ***NDCG@10*** of ***0.0266*** 
2023-09-22 16:48:31,711:	[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.07915
2023-09-22 16:48:31,711:	[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0101 || HITRATE@5 Avg: 0.0314 || HITRATE@10 Avg: 0.0488 || NDCG@5 Avg: 0.0210 || NDCG@10 Avg: 0.0266
2023-09-22 16:48:31,711:	[Coach] >>> TEST  @Epoch: 115  >>> 
2023-09-22 16:48:33,185:	[Wall TIME] >>> ChiefCoach.train takes 1.473934 seconds ...
2023-09-22 16:48:33,420:	[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.07937
2023-09-22 16:48:33,420:	[Coach] >>> VALID @Epoch: 116  >>> 
2023-09-22 16:48:33,420:	[Coach] >>> TEST  @Epoch: 116  >>> 
2023-09-22 16:48:35,014:	[Wall TIME] >>> ChiefCoach.train takes 1.594027 seconds ...
2023-09-22 16:48:35,078:	[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.07874
2023-09-22 16:48:35,078:	[Coach] >>> VALID @Epoch: 117  >>> 
2023-09-22 16:48:35,079:	[Coach] >>> TEST  @Epoch: 117  >>> 
2023-09-22 16:48:36,620:	[Wall TIME] >>> ChiefCoach.train takes 1.541543 seconds ...
2023-09-22 16:48:36,673:	[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.07872
2023-09-22 16:48:36,673:	[Coach] >>> VALID @Epoch: 118  >>> 
2023-09-22 16:48:36,674:	[Coach] >>> TEST  @Epoch: 118  >>> 
2023-09-22 16:48:38,371:	[Wall TIME] >>> ChiefCoach.train takes 1.697219 seconds ...
2023-09-22 16:48:38,428:	[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.07841
2023-09-22 16:48:38,428:	[Coach] >>> VALID @Epoch: 119  >>> 
2023-09-22 16:48:38,428:	[Coach] >>> TEST  @Epoch: 119  >>> 
2023-09-22 16:48:39,804:	[Wall TIME] >>> ChiefCoach.train takes 1.375231 seconds ...
2023-09-22 16:48:40,702:	[Wall TIME] >>> ChiefCoach.valid takes 0.838466 seconds ...
2023-09-22 16:48:40,702:	[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.07815
2023-09-22 16:48:40,702:	[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0317 || HITRATE@10 Avg: 0.0480 || NDCG@5 Avg: 0.0212 || NDCG@10 Avg: 0.0265
2023-09-22 16:48:40,703:	[Coach] >>> TEST  @Epoch: 120  >>> 
2023-09-22 16:48:42,128:	[Wall TIME] >>> ChiefCoach.train takes 1.425007 seconds ...
2023-09-22 16:48:42,182:	[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.07798
2023-09-22 16:48:42,182:	[Coach] >>> VALID @Epoch: 121  >>> 
2023-09-22 16:48:42,182:	[Coach] >>> TEST  @Epoch: 121  >>> 
2023-09-22 16:48:43,733:	[Wall TIME] >>> ChiefCoach.train takes 1.550690 seconds ...
2023-09-22 16:48:43,787:	[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.07708
2023-09-22 16:48:43,788:	[Coach] >>> VALID @Epoch: 122  >>> 
2023-09-22 16:48:43,788:	[Coach] >>> TEST  @Epoch: 122  >>> 
2023-09-22 16:48:45,298:	[Wall TIME] >>> ChiefCoach.train takes 1.509750 seconds ...
2023-09-22 16:48:45,448:	[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.07771
2023-09-22 16:48:45,448:	[Coach] >>> VALID @Epoch: 123  >>> 
2023-09-22 16:48:45,448:	[Coach] >>> TEST  @Epoch: 123  >>> 
2023-09-22 16:48:46,887:	[Wall TIME] >>> ChiefCoach.train takes 1.438721 seconds ...
2023-09-22 16:48:46,947:	[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.07699
2023-09-22 16:48:46,948:	[Coach] >>> VALID @Epoch: 124  >>> 
2023-09-22 16:48:46,948:	[Coach] >>> TEST  @Epoch: 124  >>> 
2023-09-22 16:48:48,558:	[Wall TIME] >>> ChiefCoach.train takes 1.610372 seconds ...
2023-09-22 16:48:49,450:	[Wall TIME] >>> ChiefCoach.valid takes 0.815362 seconds ...
2023-09-22 16:48:49,451:	[Coach] >>> Better ***NDCG@10*** of ***0.0267*** 
2023-09-22 16:48:49,473:	[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.07725
2023-09-22 16:48:49,473:	[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0099 || HITRATE@5 Avg: 0.0326 || HITRATE@10 Avg: 0.0487 || NDCG@5 Avg: 0.0215 || NDCG@10 Avg: 0.0267
2023-09-22 16:48:49,473:	[Coach] >>> TEST  @Epoch: 125  >>> 
2023-09-22 16:48:51,070:	[Wall TIME] >>> ChiefCoach.train takes 1.596758 seconds ...
2023-09-22 16:48:51,485:	[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.07670
2023-09-22 16:48:51,486:	[Coach] >>> VALID @Epoch: 126  >>> 
2023-09-22 16:48:51,486:	[Coach] >>> TEST  @Epoch: 126  >>> 
2023-09-22 16:48:53,014:	[Wall TIME] >>> ChiefCoach.train takes 1.528077 seconds ...
2023-09-22 16:48:53,072:	[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.07674
2023-09-22 16:48:53,072:	[Coach] >>> VALID @Epoch: 127  >>> 
2023-09-22 16:48:53,072:	[Coach] >>> TEST  @Epoch: 127  >>> 
2023-09-22 16:48:54,411:	[Wall TIME] >>> ChiefCoach.train takes 1.339191 seconds ...
2023-09-22 16:48:54,482:	[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.07675
2023-09-22 16:48:54,482:	[Coach] >>> VALID @Epoch: 128  >>> 
2023-09-22 16:48:54,482:	[Coach] >>> TEST  @Epoch: 128  >>> 
2023-09-22 16:48:56,033:	[Wall TIME] >>> ChiefCoach.train takes 1.550626 seconds ...
2023-09-22 16:48:56,101:	[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.07655
2023-09-22 16:48:56,101:	[Coach] >>> VALID @Epoch: 129  >>> 
2023-09-22 16:48:56,101:	[Coach] >>> TEST  @Epoch: 129  >>> 
2023-09-22 16:48:57,494:	[Wall TIME] >>> ChiefCoach.train takes 1.391942 seconds ...
2023-09-22 16:48:58,362:	[Wall TIME] >>> ChiefCoach.valid takes 0.807049 seconds ...
2023-09-22 16:48:58,363:	[Coach] >>> Better ***NDCG@10*** of ***0.0269*** 
2023-09-22 16:48:58,568:	[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.07645
2023-09-22 16:48:58,568:	[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0103 || HITRATE@5 Avg: 0.0323 || HITRATE@10 Avg: 0.0493 || NDCG@5 Avg: 0.0214 || NDCG@10 Avg: 0.0269
2023-09-22 16:48:58,568:	[Coach] >>> TEST  @Epoch: 130  >>> 
2023-09-22 16:48:59,962:	[Wall TIME] >>> ChiefCoach.train takes 1.393889 seconds ...
2023-09-22 16:49:00,030:	[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.07555
2023-09-22 16:49:00,030:	[Coach] >>> VALID @Epoch: 131  >>> 
2023-09-22 16:49:00,030:	[Coach] >>> TEST  @Epoch: 131  >>> 
2023-09-22 16:49:01,389:	[Wall TIME] >>> ChiefCoach.train takes 1.358455 seconds ...
2023-09-22 16:49:01,448:	[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.07579
2023-09-22 16:49:01,448:	[Coach] >>> VALID @Epoch: 132  >>> 
2023-09-22 16:49:01,448:	[Coach] >>> TEST  @Epoch: 132  >>> 
2023-09-22 16:49:02,937:	[Wall TIME] >>> ChiefCoach.train takes 1.488627 seconds ...
2023-09-22 16:49:03,002:	[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.07532
2023-09-22 16:49:03,002:	[Coach] >>> VALID @Epoch: 133  >>> 
2023-09-22 16:49:03,002:	[Coach] >>> TEST  @Epoch: 133  >>> 
2023-09-22 16:49:04,438:	[Wall TIME] >>> ChiefCoach.train takes 1.435922 seconds ...
2023-09-22 16:49:04,497:	[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.07572
2023-09-22 16:49:04,497:	[Coach] >>> VALID @Epoch: 134  >>> 
2023-09-22 16:49:04,497:	[Coach] >>> TEST  @Epoch: 134  >>> 
2023-09-22 16:49:06,129:	[Wall TIME] >>> ChiefCoach.train takes 1.631385 seconds ...
2023-09-22 16:49:07,055:	[Wall TIME] >>> ChiefCoach.valid takes 0.868046 seconds ...
2023-09-22 16:49:07,055:	[Coach] >>> Better ***NDCG@10*** of ***0.0269*** 
2023-09-22 16:49:07,077:	[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.07497
2023-09-22 16:49:07,078:	[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0108 || HITRATE@5 Avg: 0.0323 || HITRATE@10 Avg: 0.0489 || NDCG@5 Avg: 0.0216 || NDCG@10 Avg: 0.0269
2023-09-22 16:49:07,078:	[Coach] >>> TEST  @Epoch: 135  >>> 
2023-09-22 16:49:08,861:	[Wall TIME] >>> ChiefCoach.train takes 1.783023 seconds ...
2023-09-22 16:49:08,989:	[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.07497
2023-09-22 16:49:08,990:	[Coach] >>> VALID @Epoch: 136  >>> 
2023-09-22 16:49:08,990:	[Coach] >>> TEST  @Epoch: 136  >>> 
2023-09-22 16:49:10,531:	[Wall TIME] >>> ChiefCoach.train takes 1.540977 seconds ...
2023-09-22 16:49:10,593:	[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.07443
2023-09-22 16:49:10,593:	[Coach] >>> VALID @Epoch: 137  >>> 
2023-09-22 16:49:10,594:	[Coach] >>> TEST  @Epoch: 137  >>> 
2023-09-22 16:49:11,922:	[Wall TIME] >>> ChiefCoach.train takes 1.328333 seconds ...
2023-09-22 16:49:11,980:	[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.07426
2023-09-22 16:49:11,980:	[Coach] >>> VALID @Epoch: 138  >>> 
2023-09-22 16:49:11,980:	[Coach] >>> TEST  @Epoch: 138  >>> 
2023-09-22 16:49:13,567:	[Wall TIME] >>> ChiefCoach.train takes 1.586679 seconds ...
2023-09-22 16:49:13,904:	[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.07461
2023-09-22 16:49:13,904:	[Coach] >>> VALID @Epoch: 139  >>> 
2023-09-22 16:49:13,904:	[Coach] >>> TEST  @Epoch: 139  >>> 
2023-09-22 16:49:15,303:	[Wall TIME] >>> ChiefCoach.train takes 1.398708 seconds ...
2023-09-22 16:49:16,206:	[Wall TIME] >>> ChiefCoach.valid takes 0.849129 seconds ...
2023-09-22 16:49:16,206:	[Coach] >>> Better ***NDCG@10*** of ***0.0272*** 
2023-09-22 16:49:16,227:	[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.07422
2023-09-22 16:49:16,228:	[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0322 || HITRATE@10 Avg: 0.0493 || NDCG@5 Avg: 0.0216 || NDCG@10 Avg: 0.0272
2023-09-22 16:49:16,228:	[Coach] >>> TEST  @Epoch: 140  >>> 
2023-09-22 16:49:17,916:	[Wall TIME] >>> ChiefCoach.train takes 1.688335 seconds ...
2023-09-22 16:49:17,970:	[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.07388
2023-09-22 16:49:17,971:	[Coach] >>> VALID @Epoch: 141  >>> 
2023-09-22 16:49:17,971:	[Coach] >>> TEST  @Epoch: 141  >>> 
2023-09-22 16:49:19,437:	[Wall TIME] >>> ChiefCoach.train takes 1.466192 seconds ...
2023-09-22 16:49:19,494:	[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.07409
2023-09-22 16:49:19,495:	[Coach] >>> VALID @Epoch: 142  >>> 
2023-09-22 16:49:19,495:	[Coach] >>> TEST  @Epoch: 142  >>> 
2023-09-22 16:49:21,074:	[Wall TIME] >>> ChiefCoach.train takes 1.579063 seconds ...
2023-09-22 16:49:21,149:	[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.07294
2023-09-22 16:49:21,149:	[Coach] >>> VALID @Epoch: 143  >>> 
2023-09-22 16:49:21,149:	[Coach] >>> TEST  @Epoch: 143  >>> 
2023-09-22 16:49:22,937:	[Wall TIME] >>> ChiefCoach.train takes 1.787533 seconds ...
2023-09-22 16:49:23,243:	[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.07356
2023-09-22 16:49:23,243:	[Coach] >>> VALID @Epoch: 144  >>> 
2023-09-22 16:49:23,243:	[Coach] >>> TEST  @Epoch: 144  >>> 
2023-09-22 16:49:24,757:	[Wall TIME] >>> ChiefCoach.train takes 1.513445 seconds ...
2023-09-22 16:49:26,043:	[Wall TIME] >>> ChiefCoach.valid takes 0.874347 seconds ...
2023-09-22 16:49:26,043:	[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.07353
2023-09-22 16:49:26,043:	[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0103 || HITRATE@5 Avg: 0.0326 || HITRATE@10 Avg: 0.0493 || NDCG@5 Avg: 0.0217 || NDCG@10 Avg: 0.0271
2023-09-22 16:49:26,044:	[Coach] >>> TEST  @Epoch: 145  >>> 
2023-09-22 16:49:27,676:	[Wall TIME] >>> ChiefCoach.train takes 1.632558 seconds ...
2023-09-22 16:49:27,791:	[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.07307
2023-09-22 16:49:27,792:	[Coach] >>> VALID @Epoch: 146  >>> 
2023-09-22 16:49:27,793:	[Coach] >>> TEST  @Epoch: 146  >>> 
2023-09-22 16:49:29,298:	[Wall TIME] >>> ChiefCoach.train takes 1.503602 seconds ...
2023-09-22 16:49:29,417:	[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.07318
2023-09-22 16:49:29,418:	[Coach] >>> VALID @Epoch: 147  >>> 
2023-09-22 16:49:29,418:	[Coach] >>> TEST  @Epoch: 147  >>> 
2023-09-22 16:49:30,848:	[Wall TIME] >>> ChiefCoach.train takes 1.430012 seconds ...
2023-09-22 16:49:30,904:	[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.07300
2023-09-22 16:49:30,904:	[Coach] >>> VALID @Epoch: 148  >>> 
2023-09-22 16:49:30,904:	[Coach] >>> TEST  @Epoch: 148  >>> 
2023-09-22 16:49:32,344:	[Wall TIME] >>> ChiefCoach.train takes 1.439076 seconds ...
2023-09-22 16:49:32,581:	[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.07215
2023-09-22 16:49:32,581:	[Coach] >>> VALID @Epoch: 149  >>> 
2023-09-22 16:49:32,581:	[Coach] >>> TEST  @Epoch: 149  >>> 
2023-09-22 16:49:33,999:	[Wall TIME] >>> ChiefCoach.train takes 1.417519 seconds ...
2023-09-22 16:49:35,060:	[Wall TIME] >>> ChiefCoach.valid takes 0.876671 seconds ...
2023-09-22 16:49:35,060:	[Coach] >>> Better ***NDCG@10*** of ***0.0273*** 
2023-09-22 16:49:35,090:	[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.07252
2023-09-22 16:49:35,090:	[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0327 || HITRATE@10 Avg: 0.0496 || NDCG@5 Avg: 0.0219 || NDCG@10 Avg: 0.0273
2023-09-22 16:49:35,090:	[Coach] >>> TEST  @Epoch: 150  >>> 
2023-09-22 16:49:36,864:	[Wall TIME] >>> ChiefCoach.train takes 1.773186 seconds ...
2023-09-22 16:49:36,946:	[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.07195
2023-09-22 16:49:36,946:	[Coach] >>> VALID @Epoch: 151  >>> 
2023-09-22 16:49:36,947:	[Coach] >>> TEST  @Epoch: 151  >>> 
2023-09-22 16:49:38,924:	[Wall TIME] >>> ChiefCoach.train takes 1.977713 seconds ...
2023-09-22 16:49:39,070:	[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.07273
2023-09-22 16:49:39,070:	[Coach] >>> VALID @Epoch: 152  >>> 
2023-09-22 16:49:39,070:	[Coach] >>> TEST  @Epoch: 152  >>> 
2023-09-22 16:49:40,873:	[Wall TIME] >>> ChiefCoach.train takes 1.802025 seconds ...
2023-09-22 16:49:40,934:	[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.07188
2023-09-22 16:49:40,934:	[Coach] >>> VALID @Epoch: 153  >>> 
2023-09-22 16:49:40,934:	[Coach] >>> TEST  @Epoch: 153  >>> 
2023-09-22 16:49:42,598:	[Wall TIME] >>> ChiefCoach.train takes 1.663630 seconds ...
2023-09-22 16:49:42,660:	[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.07148
2023-09-22 16:49:42,660:	[Coach] >>> VALID @Epoch: 154  >>> 
2023-09-22 16:49:42,660:	[Coach] >>> TEST  @Epoch: 154  >>> 
2023-09-22 16:49:44,451:	[Wall TIME] >>> ChiefCoach.train takes 1.790672 seconds ...
2023-09-22 16:49:45,426:	[Wall TIME] >>> ChiefCoach.valid takes 0.896744 seconds ...
2023-09-22 16:49:45,427:	[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.07145
2023-09-22 16:49:45,427:	[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0107 || HITRATE@5 Avg: 0.0325 || HITRATE@10 Avg: 0.0490 || NDCG@5 Avg: 0.0219 || NDCG@10 Avg: 0.0272
2023-09-22 16:49:45,427:	[Coach] >>> TEST  @Epoch: 155  >>> 
2023-09-22 16:49:46,977:	[Wall TIME] >>> ChiefCoach.train takes 1.549359 seconds ...
2023-09-22 16:49:47,046:	[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.07151
2023-09-22 16:49:47,046:	[Coach] >>> VALID @Epoch: 156  >>> 
2023-09-22 16:49:47,046:	[Coach] >>> TEST  @Epoch: 156  >>> 
2023-09-22 16:49:48,500:	[Wall TIME] >>> ChiefCoach.train takes 1.454087 seconds ...
2023-09-22 16:49:48,556:	[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.07145
2023-09-22 16:49:48,557:	[Coach] >>> VALID @Epoch: 157  >>> 
2023-09-22 16:49:48,557:	[Coach] >>> TEST  @Epoch: 157  >>> 
2023-09-22 16:49:49,845:	[Wall TIME] >>> ChiefCoach.train takes 1.287928 seconds ...
2023-09-22 16:49:49,899:	[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.07171
2023-09-22 16:49:49,899:	[Coach] >>> VALID @Epoch: 158  >>> 
2023-09-22 16:49:49,899:	[Coach] >>> TEST  @Epoch: 158  >>> 
2023-09-22 16:49:51,332:	[Wall TIME] >>> ChiefCoach.train takes 1.432918 seconds ...
2023-09-22 16:49:51,499:	[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.07124
2023-09-22 16:49:51,499:	[Coach] >>> VALID @Epoch: 159  >>> 
2023-09-22 16:49:51,499:	[Coach] >>> TEST  @Epoch: 159  >>> 
2023-09-22 16:49:52,991:	[Wall TIME] >>> ChiefCoach.train takes 1.491832 seconds ...
2023-09-22 16:49:54,275:	[Wall TIME] >>> ChiefCoach.valid takes 1.143704 seconds ...
2023-09-22 16:49:54,720:	[Coach] >>> Better ***NDCG@10*** of ***0.0274*** 
2023-09-22 16:49:54,737:	[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.07107
2023-09-22 16:49:54,738:	[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0323 || HITRATE@10 Avg: 0.0493 || NDCG@5 Avg: 0.0219 || NDCG@10 Avg: 0.0274
2023-09-22 16:49:54,738:	[Coach] >>> TEST  @Epoch: 160  >>> 
2023-09-22 16:49:55,987:	[Wall TIME] >>> ChiefCoach.train takes 1.249405 seconds ...
2023-09-22 16:49:56,095:	[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.07102
2023-09-22 16:49:56,095:	[Coach] >>> VALID @Epoch: 161  >>> 
2023-09-22 16:49:56,095:	[Coach] >>> TEST  @Epoch: 161  >>> 
2023-09-22 16:49:57,331:	[Wall TIME] >>> ChiefCoach.train takes 1.235688 seconds ...
2023-09-22 16:49:57,388:	[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.07080
2023-09-22 16:49:57,389:	[Coach] >>> VALID @Epoch: 162  >>> 
2023-09-22 16:49:57,390:	[Coach] >>> TEST  @Epoch: 162  >>> 
2023-09-22 16:49:58,653:	[Wall TIME] >>> ChiefCoach.train takes 1.261620 seconds ...
2023-09-22 16:49:58,721:	[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.07108
2023-09-22 16:49:58,721:	[Coach] >>> VALID @Epoch: 163  >>> 
2023-09-22 16:49:58,721:	[Coach] >>> TEST  @Epoch: 163  >>> 
2023-09-22 16:49:59,970:	[Wall TIME] >>> ChiefCoach.train takes 1.248704 seconds ...
2023-09-22 16:50:00,028:	[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.07029
2023-09-22 16:50:00,028:	[Coach] >>> VALID @Epoch: 164  >>> 
2023-09-22 16:50:00,028:	[Coach] >>> TEST  @Epoch: 164  >>> 
2023-09-22 16:50:01,259:	[Wall TIME] >>> ChiefCoach.train takes 1.230768 seconds ...
2023-09-22 16:50:02,181:	[Wall TIME] >>> ChiefCoach.valid takes 0.841870 seconds ...
2023-09-22 16:50:02,182:	[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.07042
2023-09-22 16:50:02,182:	[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0110 || HITRATE@5 Avg: 0.0325 || HITRATE@10 Avg: 0.0494 || NDCG@5 Avg: 0.0219 || NDCG@10 Avg: 0.0273
2023-09-22 16:50:02,182:	[Coach] >>> TEST  @Epoch: 165  >>> 
2023-09-22 16:50:03,384:	[Wall TIME] >>> ChiefCoach.train takes 1.201061 seconds ...
2023-09-22 16:50:03,444:	[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.07052
2023-09-22 16:50:03,444:	[Coach] >>> VALID @Epoch: 166  >>> 
2023-09-22 16:50:03,444:	[Coach] >>> TEST  @Epoch: 166  >>> 
2023-09-22 16:50:04,700:	[Wall TIME] >>> ChiefCoach.train takes 1.255771 seconds ...
2023-09-22 16:50:04,754:	[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.06973
2023-09-22 16:50:04,754:	[Coach] >>> VALID @Epoch: 167  >>> 
2023-09-22 16:50:04,754:	[Coach] >>> TEST  @Epoch: 167  >>> 
2023-09-22 16:50:06,027:	[Wall TIME] >>> ChiefCoach.train takes 1.273158 seconds ...
2023-09-22 16:50:06,251:	[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.06989
2023-09-22 16:50:06,251:	[Coach] >>> VALID @Epoch: 168  >>> 
2023-09-22 16:50:06,252:	[Coach] >>> TEST  @Epoch: 168  >>> 
2023-09-22 16:50:07,533:	[Wall TIME] >>> ChiefCoach.train takes 1.281626 seconds ...
2023-09-22 16:50:07,590:	[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.07004
2023-09-22 16:50:07,590:	[Coach] >>> VALID @Epoch: 169  >>> 
2023-09-22 16:50:07,590:	[Coach] >>> TEST  @Epoch: 169  >>> 
2023-09-22 16:50:08,940:	[Wall TIME] >>> ChiefCoach.train takes 1.350070 seconds ...
2023-09-22 16:50:09,824:	[Wall TIME] >>> ChiefCoach.valid takes 0.820652 seconds ...
2023-09-22 16:50:09,824:	[Coach] >>> Better ***NDCG@10*** of ***0.0277*** 
2023-09-22 16:50:09,842:	[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.06984
2023-09-22 16:50:09,842:	[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0110 || HITRATE@5 Avg: 0.0332 || HITRATE@10 Avg: 0.0505 || NDCG@5 Avg: 0.0221 || NDCG@10 Avg: 0.0277
2023-09-22 16:50:09,842:	[Coach] >>> TEST  @Epoch: 170  >>> 
2023-09-22 16:50:11,150:	[Wall TIME] >>> ChiefCoach.train takes 1.308219 seconds ...
2023-09-22 16:50:11,229:	[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.07017
2023-09-22 16:50:11,230:	[Coach] >>> VALID @Epoch: 171  >>> 
2023-09-22 16:50:11,230:	[Coach] >>> TEST  @Epoch: 171  >>> 
2023-09-22 16:50:12,414:	[Wall TIME] >>> ChiefCoach.train takes 1.183692 seconds ...
2023-09-22 16:50:12,471:	[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.06938
2023-09-22 16:50:12,471:	[Coach] >>> VALID @Epoch: 172  >>> 
2023-09-22 16:50:12,471:	[Coach] >>> TEST  @Epoch: 172  >>> 
2023-09-22 16:50:13,727:	[Wall TIME] >>> ChiefCoach.train takes 1.255336 seconds ...
2023-09-22 16:50:13,949:	[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.06952
2023-09-22 16:50:13,949:	[Coach] >>> VALID @Epoch: 173  >>> 
2023-09-22 16:50:13,949:	[Coach] >>> TEST  @Epoch: 173  >>> 
2023-09-22 16:50:15,120:	[Wall TIME] >>> ChiefCoach.train takes 1.170813 seconds ...
2023-09-22 16:50:15,176:	[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.06919
2023-09-22 16:50:15,176:	[Coach] >>> VALID @Epoch: 174  >>> 
2023-09-22 16:50:15,176:	[Coach] >>> TEST  @Epoch: 174  >>> 
2023-09-22 16:50:16,370:	[Wall TIME] >>> ChiefCoach.train takes 1.194175 seconds ...
2023-09-22 16:50:17,506:	[Wall TIME] >>> ChiefCoach.valid takes 0.816791 seconds ...
2023-09-22 16:50:17,506:	[Coach] >>> Better ***NDCG@10*** of ***0.0277*** 
2023-09-22 16:50:17,524:	[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.06890
2023-09-22 16:50:17,524:	[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0329 || HITRATE@10 Avg: 0.0505 || NDCG@5 Avg: 0.0221 || NDCG@10 Avg: 0.0277
2023-09-22 16:50:17,524:	[Coach] >>> TEST  @Epoch: 175  >>> 
2023-09-22 16:50:18,810:	[Wall TIME] >>> ChiefCoach.train takes 1.285073 seconds ...
2023-09-22 16:50:18,866:	[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.06907
2023-09-22 16:50:18,866:	[Coach] >>> VALID @Epoch: 176  >>> 
2023-09-22 16:50:18,866:	[Coach] >>> TEST  @Epoch: 176  >>> 
2023-09-22 16:50:20,125:	[Wall TIME] >>> ChiefCoach.train takes 1.258775 seconds ...
2023-09-22 16:50:20,180:	[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.06860
2023-09-22 16:50:20,181:	[Coach] >>> VALID @Epoch: 177  >>> 
2023-09-22 16:50:20,181:	[Coach] >>> TEST  @Epoch: 177  >>> 
2023-09-22 16:50:21,369:	[Wall TIME] >>> ChiefCoach.train takes 1.188077 seconds ...
2023-09-22 16:50:21,432:	[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.06915
2023-09-22 16:50:21,432:	[Coach] >>> VALID @Epoch: 178  >>> 
2023-09-22 16:50:21,432:	[Coach] >>> TEST  @Epoch: 178  >>> 
2023-09-22 16:50:22,509:	[Wall TIME] >>> ChiefCoach.train takes 1.077417 seconds ...
2023-09-22 16:50:22,564:	[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.06877
2023-09-22 16:50:22,564:	[Coach] >>> VALID @Epoch: 179  >>> 
2023-09-22 16:50:22,564:	[Coach] >>> TEST  @Epoch: 179  >>> 
2023-09-22 16:50:23,773:	[Wall TIME] >>> ChiefCoach.train takes 1.207857 seconds ...
2023-09-22 16:50:24,661:	[Wall TIME] >>> ChiefCoach.valid takes 0.816558 seconds ...
2023-09-22 16:50:24,661:	[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.06852
2023-09-22 16:50:24,661:	[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0326 || HITRATE@10 Avg: 0.0498 || NDCG@5 Avg: 0.0220 || NDCG@10 Avg: 0.0276
2023-09-22 16:50:24,661:	[Coach] >>> TEST  @Epoch: 180  >>> 
2023-09-22 16:50:26,316:	[Wall TIME] >>> ChiefCoach.train takes 1.654669 seconds ...
2023-09-22 16:50:26,398:	[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.06822
2023-09-22 16:50:26,399:	[Coach] >>> VALID @Epoch: 181  >>> 
2023-09-22 16:50:26,399:	[Coach] >>> TEST  @Epoch: 181  >>> 
2023-09-22 16:50:27,753:	[Wall TIME] >>> ChiefCoach.train takes 1.354400 seconds ...
2023-09-22 16:50:27,815:	[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.06837
2023-09-22 16:50:27,815:	[Coach] >>> VALID @Epoch: 182  >>> 
2023-09-22 16:50:27,815:	[Coach] >>> TEST  @Epoch: 182  >>> 
2023-09-22 16:50:29,283:	[Wall TIME] >>> ChiefCoach.train takes 1.468060 seconds ...
2023-09-22 16:50:29,726:	[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.06854
2023-09-22 16:50:29,726:	[Coach] >>> VALID @Epoch: 183  >>> 
2023-09-22 16:50:29,726:	[Coach] >>> TEST  @Epoch: 183  >>> 
2023-09-22 16:50:31,392:	[Wall TIME] >>> ChiefCoach.train takes 1.665610 seconds ...
2023-09-22 16:50:31,445:	[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.06816
2023-09-22 16:50:31,446:	[Coach] >>> VALID @Epoch: 184  >>> 
2023-09-22 16:50:31,446:	[Coach] >>> TEST  @Epoch: 184  >>> 
2023-09-22 16:50:32,796:	[Wall TIME] >>> ChiefCoach.train takes 1.349986 seconds ...
2023-09-22 16:50:33,664:	[Wall TIME] >>> ChiefCoach.valid takes 0.810209 seconds ...
2023-09-22 16:50:33,665:	[Coach] >>> Better ***NDCG@10*** of ***0.0277*** 
2023-09-22 16:50:33,683:	[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.06754
2023-09-22 16:50:33,683:	[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0329 || HITRATE@10 Avg: 0.0499 || NDCG@5 Avg: 0.0222 || NDCG@10 Avg: 0.0277
2023-09-22 16:50:33,683:	[Coach] >>> TEST  @Epoch: 185  >>> 
2023-09-22 16:50:35,265:	[Wall TIME] >>> ChiefCoach.train takes 1.581838 seconds ...
2023-09-22 16:50:35,403:	[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.06803
2023-09-22 16:50:35,404:	[Coach] >>> VALID @Epoch: 186  >>> 
2023-09-22 16:50:35,405:	[Coach] >>> TEST  @Epoch: 186  >>> 
2023-09-22 16:50:37,025:	[Wall TIME] >>> ChiefCoach.train takes 1.619344 seconds ...
2023-09-22 16:50:37,082:	[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.06781
2023-09-22 16:50:37,082:	[Coach] >>> VALID @Epoch: 187  >>> 
2023-09-22 16:50:37,082:	[Coach] >>> TEST  @Epoch: 187  >>> 
2023-09-22 16:50:38,465:	[Wall TIME] >>> ChiefCoach.train takes 1.382752 seconds ...
2023-09-22 16:50:38,519:	[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.06714
2023-09-22 16:50:38,519:	[Coach] >>> VALID @Epoch: 188  >>> 
2023-09-22 16:50:38,520:	[Coach] >>> TEST  @Epoch: 188  >>> 
2023-09-22 16:50:39,941:	[Wall TIME] >>> ChiefCoach.train takes 1.420871 seconds ...
2023-09-22 16:50:40,013:	[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.06725
2023-09-22 16:50:40,013:	[Coach] >>> VALID @Epoch: 189  >>> 
2023-09-22 16:50:40,013:	[Coach] >>> TEST  @Epoch: 189  >>> 
2023-09-22 16:50:41,569:	[Wall TIME] >>> ChiefCoach.train takes 1.555435 seconds ...
2023-09-22 16:50:42,517:	[Wall TIME] >>> ChiefCoach.valid takes 0.886152 seconds ...
2023-09-22 16:50:42,517:	[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.06769
2023-09-22 16:50:42,518:	[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0323 || HITRATE@10 Avg: 0.0488 || NDCG@5 Avg: 0.0221 || NDCG@10 Avg: 0.0274
2023-09-22 16:50:42,518:	[Coach] >>> TEST  @Epoch: 190  >>> 
2023-09-22 16:50:44,042:	[Wall TIME] >>> ChiefCoach.train takes 1.524574 seconds ...
2023-09-22 16:50:44,102:	[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.06768
2023-09-22 16:50:44,103:	[Coach] >>> VALID @Epoch: 191  >>> 
2023-09-22 16:50:44,103:	[Coach] >>> TEST  @Epoch: 191  >>> 
2023-09-22 16:50:45,674:	[Wall TIME] >>> ChiefCoach.train takes 1.571087 seconds ...
2023-09-22 16:50:45,728:	[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.06705
2023-09-22 16:50:45,729:	[Coach] >>> VALID @Epoch: 192  >>> 
2023-09-22 16:50:45,729:	[Coach] >>> TEST  @Epoch: 192  >>> 
2023-09-22 16:50:47,495:	[Wall TIME] >>> ChiefCoach.train takes 1.765961 seconds ...
2023-09-22 16:50:47,675:	[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.06736
2023-09-22 16:50:47,675:	[Coach] >>> VALID @Epoch: 193  >>> 
2023-09-22 16:50:47,675:	[Coach] >>> TEST  @Epoch: 193  >>> 
2023-09-22 16:50:48,971:	[Wall TIME] >>> ChiefCoach.train takes 1.296067 seconds ...
2023-09-22 16:50:49,053:	[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.06703
2023-09-22 16:50:49,053:	[Coach] >>> VALID @Epoch: 194  >>> 
2023-09-22 16:50:49,053:	[Coach] >>> TEST  @Epoch: 194  >>> 
2023-09-22 16:50:50,557:	[Wall TIME] >>> ChiefCoach.train takes 1.503041 seconds ...
2023-09-22 16:50:51,468:	[Wall TIME] >>> ChiefCoach.valid takes 0.855827 seconds ...
2023-09-22 16:50:51,468:	[Coach] >>> Better ***NDCG@10*** of ***0.0280*** 
2023-09-22 16:50:51,491:	[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.06678
2023-09-22 16:50:51,491:	[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0327 || HITRATE@10 Avg: 0.0504 || NDCG@5 Avg: 0.0223 || NDCG@10 Avg: 0.0280
2023-09-22 16:50:51,491:	[Coach] >>> TEST  @Epoch: 195  >>> 
2023-09-22 16:50:52,918:	[Wall TIME] >>> ChiefCoach.train takes 1.427091 seconds ...
2023-09-22 16:50:53,110:	[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.06692
2023-09-22 16:50:53,110:	[Coach] >>> VALID @Epoch: 196  >>> 
2023-09-22 16:50:53,110:	[Coach] >>> TEST  @Epoch: 196  >>> 
2023-09-22 16:50:54,648:	[Wall TIME] >>> ChiefCoach.train takes 1.537622 seconds ...
2023-09-22 16:50:54,710:	[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.06705
2023-09-22 16:50:54,710:	[Coach] >>> VALID @Epoch: 197  >>> 
2023-09-22 16:50:54,710:	[Coach] >>> TEST  @Epoch: 197  >>> 
2023-09-22 16:50:56,115:	[Wall TIME] >>> ChiefCoach.train takes 1.404588 seconds ...
2023-09-22 16:50:56,182:	[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.06699
2023-09-22 16:50:56,182:	[Coach] >>> VALID @Epoch: 198  >>> 
2023-09-22 16:50:56,182:	[Coach] >>> TEST  @Epoch: 198  >>> 
2023-09-22 16:50:57,525:	[Wall TIME] >>> ChiefCoach.train takes 1.343219 seconds ...
2023-09-22 16:50:57,593:	[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.06654
2023-09-22 16:50:57,593:	[Coach] >>> VALID @Epoch: 199  >>> 
2023-09-22 16:50:57,593:	[Coach] >>> TEST  @Epoch: 199  >>> 
2023-09-22 16:50:58,896:	[Wall TIME] >>> ChiefCoach.train takes 1.302986 seconds ...
2023-09-22 16:51:00,163:	[Wall TIME] >>> ChiefCoach.valid takes 0.838595 seconds ...
2023-09-22 16:51:00,163:	[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.06688
2023-09-22 16:51:00,163:	[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0110 || HITRATE@5 Avg: 0.0329 || HITRATE@10 Avg: 0.0507 || NDCG@5 Avg: 0.0222 || NDCG@10 Avg: 0.0279
2023-09-22 16:51:00,163:	[Coach] >>> TEST  @Epoch: 200  >>> 
2023-09-22 16:51:01,657:	[Wall TIME] >>> ChiefCoach.train takes 1.493144 seconds ...
2023-09-22 16:51:01,730:	[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.06642
2023-09-22 16:51:01,730:	[Coach] >>> VALID @Epoch: 201  >>> 
2023-09-22 16:51:01,730:	[Coach] >>> TEST  @Epoch: 201  >>> 
2023-09-22 16:51:03,119:	[Wall TIME] >>> ChiefCoach.train takes 1.388757 seconds ...
2023-09-22 16:51:03,180:	[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.06634
2023-09-22 16:51:03,181:	[Coach] >>> VALID @Epoch: 202  >>> 
2023-09-22 16:51:03,181:	[Coach] >>> TEST  @Epoch: 202  >>> 
2023-09-22 16:51:04,544:	[Wall TIME] >>> ChiefCoach.train takes 1.362897 seconds ...
2023-09-22 16:51:04,603:	[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.06655
2023-09-22 16:51:04,603:	[Coach] >>> VALID @Epoch: 203  >>> 
2023-09-22 16:51:04,603:	[Coach] >>> TEST  @Epoch: 203  >>> 
2023-09-22 16:51:05,951:	[Wall TIME] >>> ChiefCoach.train takes 1.347873 seconds ...
2023-09-22 16:51:06,005:	[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.06571
2023-09-22 16:51:06,005:	[Coach] >>> VALID @Epoch: 204  >>> 
2023-09-22 16:51:06,005:	[Coach] >>> TEST  @Epoch: 204  >>> 
2023-09-22 16:51:07,379:	[Wall TIME] >>> ChiefCoach.train takes 1.374257 seconds ...
2023-09-22 16:51:08,488:	[Wall TIME] >>> ChiefCoach.valid takes 0.860149 seconds ...
2023-09-22 16:51:08,489:	[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.06580
2023-09-22 16:51:08,489:	[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0334 || HITRATE@10 Avg: 0.0501 || NDCG@5 Avg: 0.0225 || NDCG@10 Avg: 0.0279
2023-09-22 16:51:08,489:	[Coach] >>> TEST  @Epoch: 205  >>> 
2023-09-22 16:51:09,982:	[Wall TIME] >>> ChiefCoach.train takes 1.493104 seconds ...
2023-09-22 16:51:10,041:	[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.06597
2023-09-22 16:51:10,041:	[Coach] >>> VALID @Epoch: 206  >>> 
2023-09-22 16:51:10,042:	[Coach] >>> TEST  @Epoch: 206  >>> 
2023-09-22 16:51:11,643:	[Wall TIME] >>> ChiefCoach.train takes 1.601292 seconds ...
2023-09-22 16:51:11,702:	[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.06559
2023-09-22 16:51:11,702:	[Coach] >>> VALID @Epoch: 207  >>> 
2023-09-22 16:51:11,702:	[Coach] >>> TEST  @Epoch: 207  >>> 
2023-09-22 16:51:13,546:	[Wall TIME] >>> ChiefCoach.train takes 1.843386 seconds ...
2023-09-22 16:51:13,602:	[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.06570
2023-09-22 16:51:13,603:	[Coach] >>> VALID @Epoch: 208  >>> 
2023-09-22 16:51:13,603:	[Coach] >>> TEST  @Epoch: 208  >>> 
2023-09-22 16:51:15,118:	[Wall TIME] >>> ChiefCoach.train takes 1.514956 seconds ...
2023-09-22 16:51:15,171:	[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.06621
2023-09-22 16:51:15,171:	[Coach] >>> VALID @Epoch: 209  >>> 
2023-09-22 16:51:15,172:	[Coach] >>> TEST  @Epoch: 209  >>> 
2023-09-22 16:51:16,595:	[Wall TIME] >>> ChiefCoach.train takes 1.423264 seconds ...
2023-09-22 16:51:17,476:	[Wall TIME] >>> ChiefCoach.valid takes 0.825203 seconds ...
2023-09-22 16:51:17,577:	[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.06541
2023-09-22 16:51:17,577:	[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0327 || HITRATE@10 Avg: 0.0505 || NDCG@5 Avg: 0.0221 || NDCG@10 Avg: 0.0278
2023-09-22 16:51:17,577:	[Coach] >>> TEST  @Epoch: 210  >>> 
2023-09-22 16:51:18,998:	[Wall TIME] >>> ChiefCoach.train takes 1.421017 seconds ...
2023-09-22 16:51:19,056:	[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.06576
2023-09-22 16:51:19,056:	[Coach] >>> VALID @Epoch: 211  >>> 
2023-09-22 16:51:19,056:	[Coach] >>> TEST  @Epoch: 211  >>> 
2023-09-22 16:51:20,527:	[Wall TIME] >>> ChiefCoach.train takes 1.470069 seconds ...
2023-09-22 16:51:20,582:	[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.06588
2023-09-22 16:51:20,582:	[Coach] >>> VALID @Epoch: 212  >>> 
2023-09-22 16:51:20,582:	[Coach] >>> TEST  @Epoch: 212  >>> 
2023-09-22 16:51:21,949:	[Wall TIME] >>> ChiefCoach.train takes 1.366136 seconds ...
2023-09-22 16:51:22,142:	[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.06490
2023-09-22 16:51:22,142:	[Coach] >>> VALID @Epoch: 213  >>> 
2023-09-22 16:51:22,143:	[Coach] >>> TEST  @Epoch: 213  >>> 
2023-09-22 16:51:23,670:	[Wall TIME] >>> ChiefCoach.train takes 1.526914 seconds ...
2023-09-22 16:51:23,726:	[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.06528
2023-09-22 16:51:23,726:	[Coach] >>> VALID @Epoch: 214  >>> 
2023-09-22 16:51:23,726:	[Coach] >>> TEST  @Epoch: 214  >>> 
2023-09-22 16:51:25,224:	[Wall TIME] >>> ChiefCoach.train takes 1.497987 seconds ...
2023-09-22 16:51:26,122:	[Wall TIME] >>> ChiefCoach.valid takes 0.842699 seconds ...
2023-09-22 16:51:26,122:	[Coach] >>> Better ***NDCG@10*** of ***0.0280*** 
2023-09-22 16:51:26,146:	[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.06537
2023-09-22 16:51:26,147:	[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0339 || HITRATE@10 Avg: 0.0507 || NDCG@5 Avg: 0.0227 || NDCG@10 Avg: 0.0280
2023-09-22 16:51:26,147:	[Coach] >>> TEST  @Epoch: 215  >>> 
2023-09-22 16:51:28,144:	[Wall TIME] >>> ChiefCoach.train takes 1.997072 seconds ...
2023-09-22 16:51:28,251:	[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.06510
2023-09-22 16:51:28,251:	[Coach] >>> VALID @Epoch: 216  >>> 
2023-09-22 16:51:28,251:	[Coach] >>> TEST  @Epoch: 216  >>> 
2023-09-22 16:51:29,794:	[Wall TIME] >>> ChiefCoach.train takes 1.542888 seconds ...
2023-09-22 16:51:29,867:	[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.06514
2023-09-22 16:51:29,868:	[Coach] >>> VALID @Epoch: 217  >>> 
2023-09-22 16:51:29,868:	[Coach] >>> TEST  @Epoch: 217  >>> 
2023-09-22 16:51:31,231:	[Wall TIME] >>> ChiefCoach.train takes 1.363275 seconds ...
2023-09-22 16:51:31,285:	[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.06463
2023-09-22 16:51:31,285:	[Coach] >>> VALID @Epoch: 218  >>> 
2023-09-22 16:51:31,286:	[Coach] >>> TEST  @Epoch: 218  >>> 
2023-09-22 16:51:32,678:	[Wall TIME] >>> ChiefCoach.train takes 1.392719 seconds ...
2023-09-22 16:51:32,739:	[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.06486
2023-09-22 16:51:32,740:	[Coach] >>> VALID @Epoch: 219  >>> 
2023-09-22 16:51:32,740:	[Coach] >>> TEST  @Epoch: 219  >>> 
2023-09-22 16:51:34,353:	[Wall TIME] >>> ChiefCoach.train takes 1.613457 seconds ...
2023-09-22 16:51:35,215:	[Wall TIME] >>> ChiefCoach.valid takes 0.801139 seconds ...
2023-09-22 16:51:35,215:	[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.06521
2023-09-22 16:51:35,215:	[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0108 || HITRATE@5 Avg: 0.0342 || HITRATE@10 Avg: 0.0504 || NDCG@5 Avg: 0.0228 || NDCG@10 Avg: 0.0279
2023-09-22 16:51:35,215:	[Coach] >>> TEST  @Epoch: 220  >>> 
2023-09-22 16:51:36,723:	[Wall TIME] >>> ChiefCoach.train takes 1.507560 seconds ...
2023-09-22 16:51:37,098:	[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.06457
2023-09-22 16:51:37,098:	[Coach] >>> VALID @Epoch: 221  >>> 
2023-09-22 16:51:37,098:	[Coach] >>> TEST  @Epoch: 221  >>> 
2023-09-22 16:51:38,769:	[Wall TIME] >>> ChiefCoach.train takes 1.670296 seconds ...
2023-09-22 16:51:38,882:	[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.06505
2023-09-22 16:51:38,883:	[Coach] >>> VALID @Epoch: 222  >>> 
2023-09-22 16:51:38,883:	[Coach] >>> TEST  @Epoch: 222  >>> 
2023-09-22 16:51:40,270:	[Wall TIME] >>> ChiefCoach.train takes 1.387390 seconds ...
2023-09-22 16:51:40,347:	[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.06474
2023-09-22 16:51:40,347:	[Coach] >>> VALID @Epoch: 223  >>> 
2023-09-22 16:51:40,347:	[Coach] >>> TEST  @Epoch: 223  >>> 
2023-09-22 16:51:41,871:	[Wall TIME] >>> ChiefCoach.train takes 1.523414 seconds ...
2023-09-22 16:51:41,927:	[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.06407
2023-09-22 16:51:41,927:	[Coach] >>> VALID @Epoch: 224  >>> 
2023-09-22 16:51:41,927:	[Coach] >>> TEST  @Epoch: 224  >>> 
2023-09-22 16:51:43,587:	[Wall TIME] >>> ChiefCoach.train takes 1.659819 seconds ...
2023-09-22 16:51:44,466:	[Wall TIME] >>> ChiefCoach.valid takes 0.818770 seconds ...
2023-09-22 16:51:44,466:	[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.06420
2023-09-22 16:51:44,466:	[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0108 || HITRATE@5 Avg: 0.0335 || HITRATE@10 Avg: 0.0502 || NDCG@5 Avg: 0.0224 || NDCG@10 Avg: 0.0278
2023-09-22 16:51:44,466:	[Coach] >>> TEST  @Epoch: 225  >>> 
2023-09-22 16:51:46,097:	[Wall TIME] >>> ChiefCoach.train takes 1.630483 seconds ...
2023-09-22 16:51:46,159:	[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.06403
2023-09-22 16:51:46,159:	[Coach] >>> VALID @Epoch: 226  >>> 
2023-09-22 16:51:46,159:	[Coach] >>> TEST  @Epoch: 226  >>> 
2023-09-22 16:51:47,679:	[Wall TIME] >>> ChiefCoach.train takes 1.519664 seconds ...
2023-09-22 16:51:47,742:	[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.06402
2023-09-22 16:51:47,742:	[Coach] >>> VALID @Epoch: 227  >>> 
2023-09-22 16:51:47,742:	[Coach] >>> TEST  @Epoch: 227  >>> 
2023-09-22 16:51:49,140:	[Wall TIME] >>> ChiefCoach.train takes 1.397190 seconds ...
2023-09-22 16:51:49,365:	[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.06445
2023-09-22 16:51:49,365:	[Coach] >>> VALID @Epoch: 228  >>> 
2023-09-22 16:51:49,365:	[Coach] >>> TEST  @Epoch: 228  >>> 
2023-09-22 16:51:51,060:	[Wall TIME] >>> ChiefCoach.train takes 1.694188 seconds ...
2023-09-22 16:51:51,113:	[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.06427
2023-09-22 16:51:51,114:	[Coach] >>> VALID @Epoch: 229  >>> 
2023-09-22 16:51:51,114:	[Coach] >>> TEST  @Epoch: 229  >>> 
2023-09-22 16:51:52,495:	[Wall TIME] >>> ChiefCoach.train takes 1.381629 seconds ...
2023-09-22 16:51:53,372:	[Wall TIME] >>> ChiefCoach.valid takes 0.822922 seconds ...
2023-09-22 16:51:53,373:	[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.06469
2023-09-22 16:51:53,373:	[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0332 || HITRATE@10 Avg: 0.0507 || NDCG@5 Avg: 0.0224 || NDCG@10 Avg: 0.0280
2023-09-22 16:51:53,373:	[Coach] >>> TEST  @Epoch: 230  >>> 
2023-09-22 16:51:54,831:	[Wall TIME] >>> ChiefCoach.train takes 1.458318 seconds ...
2023-09-22 16:51:54,885:	[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.06401
2023-09-22 16:51:54,886:	[Coach] >>> VALID @Epoch: 231  >>> 
2023-09-22 16:51:54,886:	[Coach] >>> TEST  @Epoch: 231  >>> 
2023-09-22 16:51:56,307:	[Wall TIME] >>> ChiefCoach.train takes 1.420903 seconds ...
2023-09-22 16:51:56,362:	[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.06446
2023-09-22 16:51:56,362:	[Coach] >>> VALID @Epoch: 232  >>> 
2023-09-22 16:51:56,362:	[Coach] >>> TEST  @Epoch: 232  >>> 
2023-09-22 16:51:57,744:	[Wall TIME] >>> ChiefCoach.train takes 1.381572 seconds ...
2023-09-22 16:51:57,797:	[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.06418
2023-09-22 16:51:57,797:	[Coach] >>> VALID @Epoch: 233  >>> 
2023-09-22 16:51:57,797:	[Coach] >>> TEST  @Epoch: 233  >>> 
2023-09-22 16:51:59,191:	[Wall TIME] >>> ChiefCoach.train takes 1.394063 seconds ...
2023-09-22 16:51:59,464:	[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.06442
2023-09-22 16:51:59,464:	[Coach] >>> VALID @Epoch: 234  >>> 
2023-09-22 16:51:59,464:	[Coach] >>> TEST  @Epoch: 234  >>> 
2023-09-22 16:52:00,953:	[Wall TIME] >>> ChiefCoach.train takes 1.488422 seconds ...
2023-09-22 16:52:01,884:	[Wall TIME] >>> ChiefCoach.valid takes 0.866752 seconds ...
2023-09-22 16:52:01,884:	[Coach] >>> Better ***NDCG@10*** of ***0.0281*** 
2023-09-22 16:52:01,906:	[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.06422
2023-09-22 16:52:01,907:	[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0330 || HITRATE@10 Avg: 0.0506 || NDCG@5 Avg: 0.0225 || NDCG@10 Avg: 0.0281
2023-09-22 16:52:01,907:	[Coach] >>> TEST  @Epoch: 235  >>> 
2023-09-22 16:52:03,430:	[Wall TIME] >>> ChiefCoach.train takes 1.522809 seconds ...
2023-09-22 16:52:03,483:	[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.06403
2023-09-22 16:52:03,484:	[Coach] >>> VALID @Epoch: 236  >>> 
2023-09-22 16:52:03,484:	[Coach] >>> TEST  @Epoch: 236  >>> 
2023-09-22 16:52:04,777:	[Wall TIME] >>> ChiefCoach.train takes 1.293517 seconds ...
2023-09-22 16:52:04,835:	[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.06391
2023-09-22 16:52:04,836:	[Coach] >>> VALID @Epoch: 237  >>> 
2023-09-22 16:52:04,836:	[Coach] >>> TEST  @Epoch: 237  >>> 
2023-09-22 16:52:06,232:	[Wall TIME] >>> ChiefCoach.train takes 1.395849 seconds ...
2023-09-22 16:52:06,293:	[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.06413
2023-09-22 16:52:06,293:	[Coach] >>> VALID @Epoch: 238  >>> 
2023-09-22 16:52:06,294:	[Coach] >>> TEST  @Epoch: 238  >>> 
2023-09-22 16:52:07,928:	[Wall TIME] >>> ChiefCoach.train takes 1.634470 seconds ...
2023-09-22 16:52:07,991:	[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.06345
2023-09-22 16:52:07,991:	[Coach] >>> VALID @Epoch: 239  >>> 
2023-09-22 16:52:07,991:	[Coach] >>> TEST  @Epoch: 239  >>> 
2023-09-22 16:52:09,641:	[Wall TIME] >>> ChiefCoach.train takes 1.650107 seconds ...
2023-09-22 16:52:10,611:	[Wall TIME] >>> ChiefCoach.valid takes 0.818539 seconds ...
2023-09-22 16:52:10,611:	[Coach] >>> Better ***NDCG@10*** of ***0.0282*** 
2023-09-22 16:52:10,633:	[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.06369
2023-09-22 16:52:10,633:	[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0333 || HITRATE@10 Avg: 0.0509 || NDCG@5 Avg: 0.0225 || NDCG@10 Avg: 0.0282
2023-09-22 16:52:10,633:	[Coach] >>> TEST  @Epoch: 240  >>> 
2023-09-22 16:52:12,084:	[Wall TIME] >>> ChiefCoach.train takes 1.450337 seconds ...
2023-09-22 16:52:12,146:	[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.06327
2023-09-22 16:52:12,147:	[Coach] >>> VALID @Epoch: 241  >>> 
2023-09-22 16:52:12,147:	[Coach] >>> TEST  @Epoch: 241  >>> 
2023-09-22 16:52:13,586:	[Wall TIME] >>> ChiefCoach.train takes 1.439437 seconds ...
2023-09-22 16:52:13,655:	[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.06366
2023-09-22 16:52:13,655:	[Coach] >>> VALID @Epoch: 242  >>> 
2023-09-22 16:52:13,655:	[Coach] >>> TEST  @Epoch: 242  >>> 
2023-09-22 16:52:15,022:	[Wall TIME] >>> ChiefCoach.train takes 1.366229 seconds ...
2023-09-22 16:52:15,075:	[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.06347
2023-09-22 16:52:15,076:	[Coach] >>> VALID @Epoch: 243  >>> 
2023-09-22 16:52:15,076:	[Coach] >>> TEST  @Epoch: 243  >>> 
2023-09-22 16:52:16,473:	[Wall TIME] >>> ChiefCoach.train takes 1.396941 seconds ...
2023-09-22 16:52:16,528:	[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.06337
2023-09-22 16:52:16,528:	[Coach] >>> VALID @Epoch: 244  >>> 
2023-09-22 16:52:16,528:	[Coach] >>> TEST  @Epoch: 244  >>> 
2023-09-22 16:52:17,895:	[Wall TIME] >>> ChiefCoach.train takes 1.366806 seconds ...
2023-09-22 16:52:18,793:	[Wall TIME] >>> ChiefCoach.valid takes 0.838688 seconds ...
2023-09-22 16:52:18,794:	[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.06336
2023-09-22 16:52:18,794:	[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0332 || HITRATE@10 Avg: 0.0505 || NDCG@5 Avg: 0.0223 || NDCG@10 Avg: 0.0279
2023-09-22 16:52:18,794:	[Coach] >>> TEST  @Epoch: 245  >>> 
2023-09-22 16:52:20,422:	[Wall TIME] >>> ChiefCoach.train takes 1.627424 seconds ...
2023-09-22 16:52:20,480:	[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.06281
2023-09-22 16:52:20,481:	[Coach] >>> VALID @Epoch: 246  >>> 
2023-09-22 16:52:20,481:	[Coach] >>> TEST  @Epoch: 246  >>> 
2023-09-22 16:52:21,890:	[Wall TIME] >>> ChiefCoach.train takes 1.409390 seconds ...
2023-09-22 16:52:21,997:	[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.06334
2023-09-22 16:52:21,997:	[Coach] >>> VALID @Epoch: 247  >>> 
2023-09-22 16:52:21,997:	[Coach] >>> TEST  @Epoch: 247  >>> 
2023-09-22 16:52:23,431:	[Wall TIME] >>> ChiefCoach.train takes 1.433412 seconds ...
2023-09-22 16:52:23,493:	[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.06324
2023-09-22 16:52:23,493:	[Coach] >>> VALID @Epoch: 248  >>> 
2023-09-22 16:52:23,493:	[Coach] >>> TEST  @Epoch: 248  >>> 
2023-09-22 16:52:25,111:	[Wall TIME] >>> ChiefCoach.train takes 1.617785 seconds ...
2023-09-22 16:52:25,169:	[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.06285
2023-09-22 16:52:25,169:	[Coach] >>> VALID @Epoch: 249  >>> 
2023-09-22 16:52:25,169:	[Coach] >>> TEST  @Epoch: 249  >>> 
2023-09-22 16:52:26,449:	[Wall TIME] >>> ChiefCoach.train takes 1.279485 seconds ...
2023-09-22 16:52:27,520:	[Wall TIME] >>> ChiefCoach.valid takes 0.959381 seconds ...
2023-09-22 16:52:27,521:	[Coach] >>> Better ***NDCG@10*** of ***0.0284*** 
2023-09-22 16:52:27,548:	[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.06310
2023-09-22 16:52:27,548:	[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0337 || HITRATE@10 Avg: 0.0517 || NDCG@5 Avg: 0.0227 || NDCG@10 Avg: 0.0284
2023-09-22 16:52:27,548:	[Coach] >>> TEST  @Epoch: 250  >>> 
2023-09-22 16:52:29,189:	[Wall TIME] >>> ChiefCoach.train takes 1.640365 seconds ...
2023-09-22 16:52:29,261:	[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.06287
2023-09-22 16:52:29,261:	[Coach] >>> VALID @Epoch: 251  >>> 
2023-09-22 16:52:29,261:	[Coach] >>> TEST  @Epoch: 251  >>> 
2023-09-22 16:52:30,803:	[Wall TIME] >>> ChiefCoach.train takes 1.541523 seconds ...
2023-09-22 16:52:30,933:	[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.06293
2023-09-22 16:52:30,933:	[Coach] >>> VALID @Epoch: 252  >>> 
2023-09-22 16:52:30,933:	[Coach] >>> TEST  @Epoch: 252  >>> 
2023-09-22 16:52:32,479:	[Wall TIME] >>> ChiefCoach.train takes 1.546165 seconds ...
2023-09-22 16:52:32,539:	[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.06311
2023-09-22 16:52:32,539:	[Coach] >>> VALID @Epoch: 253  >>> 
2023-09-22 16:52:32,539:	[Coach] >>> TEST  @Epoch: 253  >>> 
2023-09-22 16:52:33,924:	[Wall TIME] >>> ChiefCoach.train takes 1.384884 seconds ...
2023-09-22 16:52:33,978:	[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.06303
2023-09-22 16:52:33,979:	[Coach] >>> VALID @Epoch: 254  >>> 
2023-09-22 16:52:33,979:	[Coach] >>> TEST  @Epoch: 254  >>> 
2023-09-22 16:52:35,268:	[Wall TIME] >>> ChiefCoach.train takes 1.289367 seconds ...
2023-09-22 16:52:36,366:	[Wall TIME] >>> ChiefCoach.valid takes 1.043825 seconds ...
2023-09-22 16:52:36,367:	[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.06245
2023-09-22 16:52:36,367:	[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0340 || HITRATE@10 Avg: 0.0510 || NDCG@5 Avg: 0.0227 || NDCG@10 Avg: 0.0282
2023-09-22 16:52:36,367:	[Coach] >>> TEST  @Epoch: 255  >>> 
2023-09-22 16:52:37,443:	[Wall TIME] >>> ChiefCoach.train takes 1.076617 seconds ...
2023-09-22 16:52:37,687:	[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.06301
2023-09-22 16:52:37,687:	[Coach] >>> VALID @Epoch: 256  >>> 
2023-09-22 16:52:37,687:	[Coach] >>> TEST  @Epoch: 256  >>> 
2023-09-22 16:52:38,896:	[Wall TIME] >>> ChiefCoach.train takes 1.208279 seconds ...
2023-09-22 16:52:38,950:	[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.06260
2023-09-22 16:52:38,951:	[Coach] >>> VALID @Epoch: 257  >>> 
2023-09-22 16:52:38,951:	[Coach] >>> TEST  @Epoch: 257  >>> 
2023-09-22 16:52:40,183:	[Wall TIME] >>> ChiefCoach.train takes 1.231705 seconds ...
2023-09-22 16:52:40,236:	[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.06303
2023-09-22 16:52:40,236:	[Coach] >>> VALID @Epoch: 258  >>> 
2023-09-22 16:52:40,236:	[Coach] >>> TEST  @Epoch: 258  >>> 
2023-09-22 16:52:41,385:	[Wall TIME] >>> ChiefCoach.train takes 1.148591 seconds ...
2023-09-22 16:52:41,529:	[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.06288
2023-09-22 16:52:41,529:	[Coach] >>> VALID @Epoch: 259  >>> 
2023-09-22 16:52:41,529:	[Coach] >>> TEST  @Epoch: 259  >>> 
2023-09-22 16:52:42,624:	[Wall TIME] >>> ChiefCoach.train takes 1.094802 seconds ...
2023-09-22 16:52:43,783:	[Wall TIME] >>> ChiefCoach.valid takes 0.883498 seconds ...
2023-09-22 16:52:43,783:	[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.06249
2023-09-22 16:52:43,783:	[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0335 || HITRATE@10 Avg: 0.0515 || NDCG@5 Avg: 0.0226 || NDCG@10 Avg: 0.0284
2023-09-22 16:52:43,784:	[Coach] >>> TEST  @Epoch: 260  >>> 
2023-09-22 16:52:44,939:	[Wall TIME] >>> ChiefCoach.train takes 1.155340 seconds ...
2023-09-22 16:52:45,000:	[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.06258
2023-09-22 16:52:45,000:	[Coach] >>> VALID @Epoch: 261  >>> 
2023-09-22 16:52:45,001:	[Coach] >>> TEST  @Epoch: 261  >>> 
2023-09-22 16:52:46,202:	[Wall TIME] >>> ChiefCoach.train takes 1.200858 seconds ...
2023-09-22 16:52:46,275:	[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.06284
2023-09-22 16:52:46,275:	[Coach] >>> VALID @Epoch: 262  >>> 
2023-09-22 16:52:46,275:	[Coach] >>> TEST  @Epoch: 262  >>> 
2023-09-22 16:52:47,561:	[Wall TIME] >>> ChiefCoach.train takes 1.285720 seconds ...
2023-09-22 16:52:47,647:	[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.06248
2023-09-22 16:52:47,647:	[Coach] >>> VALID @Epoch: 263  >>> 
2023-09-22 16:52:47,647:	[Coach] >>> TEST  @Epoch: 263  >>> 
2023-09-22 16:52:48,970:	[Wall TIME] >>> ChiefCoach.train takes 1.322246 seconds ...
2023-09-22 16:52:49,034:	[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.06241
2023-09-22 16:52:49,034:	[Coach] >>> VALID @Epoch: 264  >>> 
2023-09-22 16:52:49,034:	[Coach] >>> TEST  @Epoch: 264  >>> 
2023-09-22 16:52:50,126:	[Wall TIME] >>> ChiefCoach.train takes 1.091364 seconds ...
2023-09-22 16:52:51,048:	[Wall TIME] >>> ChiefCoach.valid takes 0.858017 seconds ...
2023-09-22 16:52:51,049:	[Coach] >>> Better ***NDCG@10*** of ***0.0285*** 
2023-09-22 16:52:51,073:	[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.06211
2023-09-22 16:52:51,074:	[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0110 || HITRATE@5 Avg: 0.0335 || HITRATE@10 Avg: 0.0524 || NDCG@5 Avg: 0.0225 || NDCG@10 Avg: 0.0285
2023-09-22 16:52:51,074:	[Coach] >>> TEST  @Epoch: 265  >>> 
2023-09-22 16:52:52,318:	[Wall TIME] >>> ChiefCoach.train takes 1.244094 seconds ...
2023-09-22 16:52:52,561:	[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.06173
2023-09-22 16:52:52,561:	[Coach] >>> VALID @Epoch: 266  >>> 
2023-09-22 16:52:52,561:	[Coach] >>> TEST  @Epoch: 266  >>> 
2023-09-22 16:52:53,785:	[Wall TIME] >>> ChiefCoach.train takes 1.223198 seconds ...
2023-09-22 16:52:53,859:	[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.06228
2023-09-22 16:52:53,860:	[Coach] >>> VALID @Epoch: 267  >>> 
2023-09-22 16:52:53,860:	[Coach] >>> TEST  @Epoch: 267  >>> 
2023-09-22 16:52:55,184:	[Wall TIME] >>> ChiefCoach.train takes 1.323872 seconds ...
2023-09-22 16:52:55,480:	[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.06209
2023-09-22 16:52:55,480:	[Coach] >>> VALID @Epoch: 268  >>> 
2023-09-22 16:52:55,480:	[Coach] >>> TEST  @Epoch: 268  >>> 
2023-09-22 16:52:56,737:	[Wall TIME] >>> ChiefCoach.train takes 1.256549 seconds ...
2023-09-22 16:52:56,821:	[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.06226
2023-09-22 16:52:56,822:	[Coach] >>> VALID @Epoch: 269  >>> 
2023-09-22 16:52:56,822:	[Coach] >>> TEST  @Epoch: 269  >>> 
2023-09-22 16:52:58,135:	[Wall TIME] >>> ChiefCoach.train takes 1.313569 seconds ...
2023-09-22 16:52:58,983:	[Wall TIME] >>> ChiefCoach.valid takes 0.787843 seconds ...
2023-09-22 16:52:58,983:	[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.06222
2023-09-22 16:52:58,984:	[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0344 || HITRATE@10 Avg: 0.0514 || NDCG@5 Avg: 0.0228 || NDCG@10 Avg: 0.0283
2023-09-22 16:52:58,984:	[Coach] >>> TEST  @Epoch: 270  >>> 
2023-09-22 16:53:00,235:	[Wall TIME] >>> ChiefCoach.train takes 1.250301 seconds ...
2023-09-22 16:53:00,293:	[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.06144
2023-09-22 16:53:00,294:	[Coach] >>> VALID @Epoch: 271  >>> 
2023-09-22 16:53:00,294:	[Coach] >>> TEST  @Epoch: 271  >>> 
2023-09-22 16:53:01,589:	[Wall TIME] >>> ChiefCoach.train takes 1.295077 seconds ...
2023-09-22 16:53:01,692:	[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.06198
2023-09-22 16:53:01,692:	[Coach] >>> VALID @Epoch: 272  >>> 
2023-09-22 16:53:01,692:	[Coach] >>> TEST  @Epoch: 272  >>> 
2023-09-22 16:53:03,053:	[Wall TIME] >>> ChiefCoach.train takes 1.359963 seconds ...
2023-09-22 16:53:03,110:	[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.06172
2023-09-22 16:53:03,110:	[Coach] >>> VALID @Epoch: 273  >>> 
2023-09-22 16:53:03,110:	[Coach] >>> TEST  @Epoch: 273  >>> 
2023-09-22 16:53:04,501:	[Wall TIME] >>> ChiefCoach.train takes 1.390561 seconds ...
2023-09-22 16:53:04,581:	[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.06204
2023-09-22 16:53:04,581:	[Coach] >>> VALID @Epoch: 274  >>> 
2023-09-22 16:53:04,581:	[Coach] >>> TEST  @Epoch: 274  >>> 
2023-09-22 16:53:05,860:	[Wall TIME] >>> ChiefCoach.train takes 1.278661 seconds ...
2023-09-22 16:53:06,878:	[Wall TIME] >>> ChiefCoach.valid takes 0.952481 seconds ...
2023-09-22 16:53:06,878:	[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.06180
2023-09-22 16:53:06,878:	[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0337 || HITRATE@10 Avg: 0.0520 || NDCG@5 Avg: 0.0225 || NDCG@10 Avg: 0.0284
2023-09-22 16:53:06,878:	[Coach] >>> TEST  @Epoch: 275  >>> 
2023-09-22 16:53:08,477:	[Wall TIME] >>> ChiefCoach.train takes 1.598570 seconds ...
2023-09-22 16:53:08,535:	[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.06184
2023-09-22 16:53:08,535:	[Coach] >>> VALID @Epoch: 276  >>> 
2023-09-22 16:53:08,535:	[Coach] >>> TEST  @Epoch: 276  >>> 
2023-09-22 16:53:10,229:	[Wall TIME] >>> ChiefCoach.train takes 1.693650 seconds ...
2023-09-22 16:53:10,286:	[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.06131
2023-09-22 16:53:10,286:	[Coach] >>> VALID @Epoch: 277  >>> 
2023-09-22 16:53:10,286:	[Coach] >>> TEST  @Epoch: 277  >>> 
2023-09-22 16:53:11,722:	[Wall TIME] >>> ChiefCoach.train takes 1.435752 seconds ...
2023-09-22 16:53:11,835:	[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.06131
2023-09-22 16:53:11,835:	[Coach] >>> VALID @Epoch: 278  >>> 
2023-09-22 16:53:11,835:	[Coach] >>> TEST  @Epoch: 278  >>> 
2023-09-22 16:53:13,090:	[Wall TIME] >>> ChiefCoach.train takes 1.255007 seconds ...
2023-09-22 16:53:13,149:	[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.06136
2023-09-22 16:53:13,150:	[Coach] >>> VALID @Epoch: 279  >>> 
2023-09-22 16:53:13,150:	[Coach] >>> TEST  @Epoch: 279  >>> 
2023-09-22 16:53:14,734:	[Wall TIME] >>> ChiefCoach.train takes 1.584028 seconds ...
2023-09-22 16:53:15,717:	[Wall TIME] >>> ChiefCoach.valid takes 0.816172 seconds ...
2023-09-22 16:53:15,717:	[Coach] >>> Better ***NDCG@10*** of ***0.0286*** 
2023-09-22 16:53:15,749:	[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.06166
2023-09-22 16:53:15,749:	[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0335 || HITRATE@10 Avg: 0.0517 || NDCG@5 Avg: 0.0227 || NDCG@10 Avg: 0.0286
2023-09-22 16:53:15,749:	[Coach] >>> TEST  @Epoch: 280  >>> 
2023-09-22 16:53:17,399:	[Wall TIME] >>> ChiefCoach.train takes 1.649228 seconds ...
2023-09-22 16:53:17,511:	[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.06132
2023-09-22 16:53:17,512:	[Coach] >>> VALID @Epoch: 281  >>> 
2023-09-22 16:53:17,512:	[Coach] >>> TEST  @Epoch: 281  >>> 
2023-09-22 16:53:18,956:	[Wall TIME] >>> ChiefCoach.train takes 1.443768 seconds ...
2023-09-22 16:53:19,015:	[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.06132
2023-09-22 16:53:19,015:	[Coach] >>> VALID @Epoch: 282  >>> 
2023-09-22 16:53:19,015:	[Coach] >>> TEST  @Epoch: 282  >>> 
2023-09-22 16:53:20,507:	[Wall TIME] >>> ChiefCoach.train takes 1.491413 seconds ...
2023-09-22 16:53:20,652:	[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.06159
2023-09-22 16:53:20,652:	[Coach] >>> VALID @Epoch: 283  >>> 
2023-09-22 16:53:20,652:	[Coach] >>> TEST  @Epoch: 283  >>> 
2023-09-22 16:53:22,081:	[Wall TIME] >>> ChiefCoach.train takes 1.428977 seconds ...
2023-09-22 16:53:22,203:	[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.06134
2023-09-22 16:53:22,203:	[Coach] >>> VALID @Epoch: 284  >>> 
2023-09-22 16:53:22,204:	[Coach] >>> TEST  @Epoch: 284  >>> 
2023-09-22 16:53:23,847:	[Wall TIME] >>> ChiefCoach.train takes 1.643307 seconds ...
2023-09-22 16:53:24,728:	[Wall TIME] >>> ChiefCoach.valid takes 0.826877 seconds ...
2023-09-22 16:53:24,728:	[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.06147
2023-09-22 16:53:24,728:	[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0332 || HITRATE@10 Avg: 0.0513 || NDCG@5 Avg: 0.0226 || NDCG@10 Avg: 0.0284
2023-09-22 16:53:24,728:	[Coach] >>> TEST  @Epoch: 285  >>> 
2023-09-22 16:53:26,099:	[Wall TIME] >>> ChiefCoach.train takes 1.370118 seconds ...
2023-09-22 16:53:26,173:	[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.06118
2023-09-22 16:53:26,173:	[Coach] >>> VALID @Epoch: 286  >>> 
2023-09-22 16:53:26,173:	[Coach] >>> TEST  @Epoch: 286  >>> 
2023-09-22 16:53:27,900:	[Wall TIME] >>> ChiefCoach.train takes 1.727125 seconds ...
2023-09-22 16:53:27,953:	[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.06187
2023-09-22 16:53:27,953:	[Coach] >>> VALID @Epoch: 287  >>> 
2023-09-22 16:53:27,954:	[Coach] >>> TEST  @Epoch: 287  >>> 
2023-09-22 16:53:29,522:	[Wall TIME] >>> ChiefCoach.train takes 1.568138 seconds ...
2023-09-22 16:53:29,583:	[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.06081
2023-09-22 16:53:29,584:	[Coach] >>> VALID @Epoch: 288  >>> 
2023-09-22 16:53:29,584:	[Coach] >>> TEST  @Epoch: 288  >>> 
2023-09-22 16:53:30,992:	[Wall TIME] >>> ChiefCoach.train takes 1.407773 seconds ...
2023-09-22 16:53:31,050:	[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.06109
2023-09-22 16:53:31,051:	[Coach] >>> VALID @Epoch: 289  >>> 
2023-09-22 16:53:31,051:	[Coach] >>> TEST  @Epoch: 289  >>> 
2023-09-22 16:53:32,529:	[Wall TIME] >>> ChiefCoach.train takes 1.478544 seconds ...
2023-09-22 16:53:33,424:	[Wall TIME] >>> ChiefCoach.valid takes 0.832610 seconds ...
2023-09-22 16:53:33,425:	[Coach] >>> Better ***NDCG@10*** of ***0.0286*** 
2023-09-22 16:53:33,451:	[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.06077
2023-09-22 16:53:33,452:	[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0337 || HITRATE@10 Avg: 0.0516 || NDCG@5 Avg: 0.0228 || NDCG@10 Avg: 0.0286
2023-09-22 16:53:33,452:	[Coach] >>> TEST  @Epoch: 290  >>> 
2023-09-22 16:53:35,114:	[Wall TIME] >>> ChiefCoach.train takes 1.662691 seconds ...
2023-09-22 16:53:35,170:	[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.06099
2023-09-22 16:53:35,170:	[Coach] >>> VALID @Epoch: 291  >>> 
2023-09-22 16:53:35,170:	[Coach] >>> TEST  @Epoch: 291  >>> 
2023-09-22 16:53:36,796:	[Wall TIME] >>> ChiefCoach.train takes 1.626209 seconds ...
2023-09-22 16:53:36,862:	[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.06114
2023-09-22 16:53:36,862:	[Coach] >>> VALID @Epoch: 292  >>> 
2023-09-22 16:53:36,862:	[Coach] >>> TEST  @Epoch: 292  >>> 
2023-09-22 16:53:38,148:	[Wall TIME] >>> ChiefCoach.train takes 1.286326 seconds ...
2023-09-22 16:53:38,202:	[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.06079
2023-09-22 16:53:38,202:	[Coach] >>> VALID @Epoch: 293  >>> 
2023-09-22 16:53:38,202:	[Coach] >>> TEST  @Epoch: 293  >>> 
2023-09-22 16:53:39,748:	[Wall TIME] >>> ChiefCoach.train takes 1.545907 seconds ...
2023-09-22 16:53:39,809:	[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.06088
2023-09-22 16:53:39,809:	[Coach] >>> VALID @Epoch: 294  >>> 
2023-09-22 16:53:39,809:	[Coach] >>> TEST  @Epoch: 294  >>> 
2023-09-22 16:53:41,063:	[Wall TIME] >>> ChiefCoach.train takes 1.253975 seconds ...
2023-09-22 16:53:41,946:	[Wall TIME] >>> ChiefCoach.valid takes 0.831533 seconds ...
2023-09-22 16:53:41,946:	[Coach] >>> Better ***NDCG@10*** of ***0.0287*** 
2023-09-22 16:53:42,065:	[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.06082
2023-09-22 16:53:42,065:	[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0344 || HITRATE@10 Avg: 0.0519 || NDCG@5 Avg: 0.0231 || NDCG@10 Avg: 0.0287
2023-09-22 16:53:42,066:	[Coach] >>> TEST  @Epoch: 295  >>> 
2023-09-22 16:53:43,788:	[Wall TIME] >>> ChiefCoach.train takes 1.721893 seconds ...
2023-09-22 16:53:43,872:	[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.06026
2023-09-22 16:53:43,872:	[Coach] >>> VALID @Epoch: 296  >>> 
2023-09-22 16:53:43,872:	[Coach] >>> TEST  @Epoch: 296  >>> 
2023-09-22 16:53:45,373:	[Wall TIME] >>> ChiefCoach.train takes 1.499898 seconds ...
2023-09-22 16:53:45,456:	[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.06093
2023-09-22 16:53:45,456:	[Coach] >>> VALID @Epoch: 297  >>> 
2023-09-22 16:53:45,456:	[Coach] >>> TEST  @Epoch: 297  >>> 
2023-09-22 16:53:46,914:	[Wall TIME] >>> ChiefCoach.train takes 1.457897 seconds ...
2023-09-22 16:53:46,968:	[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.06068
2023-09-22 16:53:46,968:	[Coach] >>> VALID @Epoch: 298  >>> 
2023-09-22 16:53:46,968:	[Coach] >>> TEST  @Epoch: 298  >>> 
2023-09-22 16:53:48,396:	[Wall TIME] >>> ChiefCoach.train takes 1.428272 seconds ...
2023-09-22 16:53:48,716:	[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.06047
2023-09-22 16:53:48,716:	[Coach] >>> VALID @Epoch: 299  >>> 
2023-09-22 16:53:48,717:	[Coach] >>> TEST  @Epoch: 299  >>> 
2023-09-22 16:53:50,316:	[Wall TIME] >>> ChiefCoach.train takes 1.599056 seconds ...
2023-09-22 16:53:51,207:	[Wall TIME] >>> ChiefCoach.valid takes 0.837253 seconds ...
2023-09-22 16:53:51,207:	[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.06068
2023-09-22 16:53:51,207:	[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0339 || HITRATE@10 Avg: 0.0515 || NDCG@5 Avg: 0.0227 || NDCG@10 Avg: 0.0283
2023-09-22 16:53:51,207:	[Coach] >>> TEST  @Epoch: 300  >>> 
2023-09-22 16:53:52,825:	[Wall TIME] >>> ChiefCoach.train takes 1.617671 seconds ...
2023-09-22 16:53:52,882:	[Coach] >>> TRAIN @Epoch: 301  >>>  || LOSS Avg: 0.06082
2023-09-22 16:53:52,883:	[Coach] >>> VALID @Epoch: 301  >>> 
2023-09-22 16:53:52,883:	[Coach] >>> TEST  @Epoch: 301  >>> 
2023-09-22 16:53:54,615:	[Wall TIME] >>> ChiefCoach.train takes 1.732240 seconds ...
2023-09-22 16:53:54,688:	[Coach] >>> TRAIN @Epoch: 302  >>>  || LOSS Avg: 0.06049
2023-09-22 16:53:54,688:	[Coach] >>> VALID @Epoch: 302  >>> 
2023-09-22 16:53:54,688:	[Coach] >>> TEST  @Epoch: 302  >>> 
2023-09-22 16:53:56,114:	[Wall TIME] >>> ChiefCoach.train takes 1.426246 seconds ...
2023-09-22 16:53:56,168:	[Coach] >>> TRAIN @Epoch: 303  >>>  || LOSS Avg: 0.06061
2023-09-22 16:53:56,168:	[Coach] >>> VALID @Epoch: 303  >>> 
2023-09-22 16:53:56,168:	[Coach] >>> TEST  @Epoch: 303  >>> 
2023-09-22 16:53:57,841:	[Wall TIME] >>> ChiefCoach.train takes 1.672592 seconds ...
2023-09-22 16:53:57,912:	[Coach] >>> TRAIN @Epoch: 304  >>>  || LOSS Avg: 0.06078
2023-09-22 16:53:57,913:	[Coach] >>> VALID @Epoch: 304  >>> 
2023-09-22 16:53:57,913:	[Coach] >>> TEST  @Epoch: 304  >>> 
2023-09-22 16:53:59,355:	[Wall TIME] >>> ChiefCoach.train takes 1.441777 seconds ...
2023-09-22 16:54:00,296:	[Wall TIME] >>> ChiefCoach.valid takes 0.869373 seconds ...
2023-09-22 16:54:00,296:	[Coach] >>> TRAIN @Epoch: 305  >>>  || LOSS Avg: 0.06060
2023-09-22 16:54:00,296:	[Coach] >>> VALID @Epoch: 305  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0340 || HITRATE@10 Avg: 0.0515 || NDCG@5 Avg: 0.0228 || NDCG@10 Avg: 0.0284
2023-09-22 16:54:00,296:	[Coach] >>> TEST  @Epoch: 305  >>> 
2023-09-22 16:54:01,680:	[Wall TIME] >>> ChiefCoach.train takes 1.384078 seconds ...
2023-09-22 16:54:01,748:	[Coach] >>> TRAIN @Epoch: 306  >>>  || LOSS Avg: 0.06029
2023-09-22 16:54:01,748:	[Coach] >>> VALID @Epoch: 306  >>> 
2023-09-22 16:54:01,748:	[Coach] >>> TEST  @Epoch: 306  >>> 
2023-09-22 16:54:03,541:	[Wall TIME] >>> ChiefCoach.train takes 1.793057 seconds ...
2023-09-22 16:54:03,604:	[Coach] >>> TRAIN @Epoch: 307  >>>  || LOSS Avg: 0.06063
2023-09-22 16:54:03,604:	[Coach] >>> VALID @Epoch: 307  >>> 
2023-09-22 16:54:03,604:	[Coach] >>> TEST  @Epoch: 307  >>> 
2023-09-22 16:54:05,195:	[Wall TIME] >>> ChiefCoach.train takes 1.590573 seconds ...
2023-09-22 16:54:05,255:	[Coach] >>> TRAIN @Epoch: 308  >>>  || LOSS Avg: 0.06024
2023-09-22 16:54:05,255:	[Coach] >>> VALID @Epoch: 308  >>> 
2023-09-22 16:54:05,255:	[Coach] >>> TEST  @Epoch: 308  >>> 
2023-09-22 16:54:06,776:	[Wall TIME] >>> ChiefCoach.train takes 1.520327 seconds ...
2023-09-22 16:54:06,833:	[Coach] >>> TRAIN @Epoch: 309  >>>  || LOSS Avg: 0.06015
2023-09-22 16:54:06,834:	[Coach] >>> VALID @Epoch: 309  >>> 
2023-09-22 16:54:06,834:	[Coach] >>> TEST  @Epoch: 309  >>> 
2023-09-22 16:54:08,437:	[Wall TIME] >>> ChiefCoach.train takes 1.603145 seconds ...
2023-09-22 16:54:09,391:	[Wall TIME] >>> ChiefCoach.valid takes 0.887901 seconds ...
2023-09-22 16:54:09,391:	[Coach] >>> Better ***NDCG@10*** of ***0.0288*** 
2023-09-22 16:54:09,413:	[Coach] >>> TRAIN @Epoch: 310  >>>  || LOSS Avg: 0.06006
2023-09-22 16:54:09,413:	[Coach] >>> VALID @Epoch: 310  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0335 || HITRATE@10 Avg: 0.0522 || NDCG@5 Avg: 0.0228 || NDCG@10 Avg: 0.0288
2023-09-22 16:54:09,414:	[Coach] >>> TEST  @Epoch: 310  >>> 
2023-09-22 16:54:10,984:	[Wall TIME] >>> ChiefCoach.train takes 1.569857 seconds ...
2023-09-22 16:54:11,062:	[Coach] >>> TRAIN @Epoch: 311  >>>  || LOSS Avg: 0.06036
2023-09-22 16:54:11,062:	[Coach] >>> VALID @Epoch: 311  >>> 
2023-09-22 16:54:11,062:	[Coach] >>> TEST  @Epoch: 311  >>> 
2023-09-22 16:54:12,476:	[Wall TIME] >>> ChiefCoach.train takes 1.413878 seconds ...
2023-09-22 16:54:12,551:	[Coach] >>> TRAIN @Epoch: 312  >>>  || LOSS Avg: 0.05972
2023-09-22 16:54:12,551:	[Coach] >>> VALID @Epoch: 312  >>> 
2023-09-22 16:54:12,551:	[Coach] >>> TEST  @Epoch: 312  >>> 
2023-09-22 16:54:13,982:	[Wall TIME] >>> ChiefCoach.train takes 1.430794 seconds ...
2023-09-22 16:54:14,043:	[Coach] >>> TRAIN @Epoch: 313  >>>  || LOSS Avg: 0.06002
2023-09-22 16:54:14,043:	[Coach] >>> VALID @Epoch: 313  >>> 
2023-09-22 16:54:14,043:	[Coach] >>> TEST  @Epoch: 313  >>> 
2023-09-22 16:54:15,469:	[Wall TIME] >>> ChiefCoach.train takes 1.426008 seconds ...
2023-09-22 16:54:15,527:	[Coach] >>> TRAIN @Epoch: 314  >>>  || LOSS Avg: 0.05981
2023-09-22 16:54:15,527:	[Coach] >>> VALID @Epoch: 314  >>> 
2023-09-22 16:54:15,528:	[Coach] >>> TEST  @Epoch: 314  >>> 
2023-09-22 16:54:16,897:	[Wall TIME] >>> ChiefCoach.train takes 1.369083 seconds ...
2023-09-22 16:54:17,880:	[Wall TIME] >>> ChiefCoach.valid takes 0.847143 seconds ...
2023-09-22 16:54:17,881:	[Coach] >>> TRAIN @Epoch: 315  >>>  || LOSS Avg: 0.06039
2023-09-22 16:54:17,881:	[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0346 || HITRATE@10 Avg: 0.0522 || NDCG@5 Avg: 0.0230 || NDCG@10 Avg: 0.0287
2023-09-22 16:54:17,881:	[Coach] >>> TEST  @Epoch: 315  >>> 
2023-09-22 16:54:19,159:	[Wall TIME] >>> ChiefCoach.train takes 1.277924 seconds ...
2023-09-22 16:54:19,220:	[Coach] >>> TRAIN @Epoch: 316  >>>  || LOSS Avg: 0.06021
2023-09-22 16:54:19,220:	[Coach] >>> VALID @Epoch: 316  >>> 
2023-09-22 16:54:19,220:	[Coach] >>> TEST  @Epoch: 316  >>> 
2023-09-22 16:54:20,769:	[Wall TIME] >>> ChiefCoach.train takes 1.548507 seconds ...
2023-09-22 16:54:20,830:	[Coach] >>> TRAIN @Epoch: 317  >>>  || LOSS Avg: 0.05987
2023-09-22 16:54:20,830:	[Coach] >>> VALID @Epoch: 317  >>> 
2023-09-22 16:54:20,830:	[Coach] >>> TEST  @Epoch: 317  >>> 
2023-09-22 16:54:22,360:	[Wall TIME] >>> ChiefCoach.train takes 1.529598 seconds ...
2023-09-22 16:54:22,419:	[Coach] >>> TRAIN @Epoch: 318  >>>  || LOSS Avg: 0.05948
2023-09-22 16:54:22,419:	[Coach] >>> VALID @Epoch: 318  >>> 
2023-09-22 16:54:22,419:	[Coach] >>> TEST  @Epoch: 318  >>> 
2023-09-22 16:54:23,959:	[Wall TIME] >>> ChiefCoach.train takes 1.538893 seconds ...
2023-09-22 16:54:24,016:	[Coach] >>> TRAIN @Epoch: 319  >>>  || LOSS Avg: 0.06005
2023-09-22 16:54:24,016:	[Coach] >>> VALID @Epoch: 319  >>> 
2023-09-22 16:54:24,016:	[Coach] >>> TEST  @Epoch: 319  >>> 
2023-09-22 16:54:25,617:	[Wall TIME] >>> ChiefCoach.train takes 1.600391 seconds ...
2023-09-22 16:54:26,535:	[Wall TIME] >>> ChiefCoach.valid takes 0.840652 seconds ...
2023-09-22 16:54:26,535:	[Coach] >>> Better ***NDCG@10*** of ***0.0290*** 
2023-09-22 16:54:26,553:	[Coach] >>> TRAIN @Epoch: 320  >>>  || LOSS Avg: 0.05958
2023-09-22 16:54:26,553:	[Coach] >>> VALID @Epoch: 320  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0524 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0290
2023-09-22 16:54:26,553:	[Coach] >>> TEST  @Epoch: 320  >>> 
2023-09-22 16:54:28,034:	[Wall TIME] >>> ChiefCoach.train takes 1.480685 seconds ...
2023-09-22 16:54:28,090:	[Coach] >>> TRAIN @Epoch: 321  >>>  || LOSS Avg: 0.06022
2023-09-22 16:54:28,090:	[Coach] >>> VALID @Epoch: 321  >>> 
2023-09-22 16:54:28,090:	[Coach] >>> TEST  @Epoch: 321  >>> 
2023-09-22 16:54:29,626:	[Wall TIME] >>> ChiefCoach.train takes 1.536145 seconds ...
2023-09-22 16:54:29,700:	[Coach] >>> TRAIN @Epoch: 322  >>>  || LOSS Avg: 0.06000
2023-09-22 16:54:29,700:	[Coach] >>> VALID @Epoch: 322  >>> 
2023-09-22 16:54:29,700:	[Coach] >>> TEST  @Epoch: 322  >>> 
2023-09-22 16:54:31,307:	[Wall TIME] >>> ChiefCoach.train takes 1.606716 seconds ...
2023-09-22 16:54:31,360:	[Coach] >>> TRAIN @Epoch: 323  >>>  || LOSS Avg: 0.05955
2023-09-22 16:54:31,360:	[Coach] >>> VALID @Epoch: 323  >>> 
2023-09-22 16:54:31,360:	[Coach] >>> TEST  @Epoch: 323  >>> 
2023-09-22 16:54:32,777:	[Wall TIME] >>> ChiefCoach.train takes 1.416727 seconds ...
2023-09-22 16:54:32,857:	[Coach] >>> TRAIN @Epoch: 324  >>>  || LOSS Avg: 0.05989
2023-09-22 16:54:32,858:	[Coach] >>> VALID @Epoch: 324  >>> 
2023-09-22 16:54:32,858:	[Coach] >>> TEST  @Epoch: 324  >>> 
2023-09-22 16:54:34,364:	[Wall TIME] >>> ChiefCoach.train takes 1.505525 seconds ...
2023-09-22 16:54:35,245:	[Wall TIME] >>> ChiefCoach.valid takes 0.828801 seconds ...
2023-09-22 16:54:35,245:	[Coach] >>> TRAIN @Epoch: 325  >>>  || LOSS Avg: 0.05931
2023-09-22 16:54:35,246:	[Coach] >>> VALID @Epoch: 325  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0347 || HITRATE@10 Avg: 0.0515 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0288
2023-09-22 16:54:35,246:	[Coach] >>> TEST  @Epoch: 325  >>> 
2023-09-22 16:54:36,658:	[Wall TIME] >>> ChiefCoach.train takes 1.412072 seconds ...
2023-09-22 16:54:36,724:	[Coach] >>> TRAIN @Epoch: 326  >>>  || LOSS Avg: 0.05941
2023-09-22 16:54:36,724:	[Coach] >>> VALID @Epoch: 326  >>> 
2023-09-22 16:54:36,724:	[Coach] >>> TEST  @Epoch: 326  >>> 
2023-09-22 16:54:38,157:	[Wall TIME] >>> ChiefCoach.train takes 1.433110 seconds ...
2023-09-22 16:54:38,211:	[Coach] >>> TRAIN @Epoch: 327  >>>  || LOSS Avg: 0.05955
2023-09-22 16:54:38,211:	[Coach] >>> VALID @Epoch: 327  >>> 
2023-09-22 16:54:38,211:	[Coach] >>> TEST  @Epoch: 327  >>> 
2023-09-22 16:54:39,562:	[Wall TIME] >>> ChiefCoach.train takes 1.350572 seconds ...
2023-09-22 16:54:39,675:	[Coach] >>> TRAIN @Epoch: 328  >>>  || LOSS Avg: 0.05941
2023-09-22 16:54:39,675:	[Coach] >>> VALID @Epoch: 328  >>> 
2023-09-22 16:54:39,675:	[Coach] >>> TEST  @Epoch: 328  >>> 
2023-09-22 16:54:41,257:	[Wall TIME] >>> ChiefCoach.train takes 1.581750 seconds ...
2023-09-22 16:54:41,375:	[Coach] >>> TRAIN @Epoch: 329  >>>  || LOSS Avg: 0.05953
2023-09-22 16:54:41,375:	[Coach] >>> VALID @Epoch: 329  >>> 
2023-09-22 16:54:41,375:	[Coach] >>> TEST  @Epoch: 329  >>> 
2023-09-22 16:54:42,905:	[Wall TIME] >>> ChiefCoach.train takes 1.530106 seconds ...
2023-09-22 16:54:43,789:	[Wall TIME] >>> ChiefCoach.valid takes 0.825349 seconds ...
2023-09-22 16:54:43,789:	[Coach] >>> TRAIN @Epoch: 330  >>>  || LOSS Avg: 0.05911
2023-09-22 16:54:43,790:	[Coach] >>> VALID @Epoch: 330  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0349 || HITRATE@10 Avg: 0.0513 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0286
2023-09-22 16:54:43,790:	[Coach] >>> TEST  @Epoch: 330  >>> 
2023-09-22 16:54:45,727:	[Wall TIME] >>> ChiefCoach.train takes 1.937487 seconds ...
2023-09-22 16:54:45,804:	[Coach] >>> TRAIN @Epoch: 331  >>>  || LOSS Avg: 0.05918
2023-09-22 16:54:45,804:	[Coach] >>> VALID @Epoch: 331  >>> 
2023-09-22 16:54:45,804:	[Coach] >>> TEST  @Epoch: 331  >>> 
2023-09-22 16:54:47,427:	[Wall TIME] >>> ChiefCoach.train takes 1.622037 seconds ...
2023-09-22 16:54:47,623:	[Coach] >>> TRAIN @Epoch: 332  >>>  || LOSS Avg: 0.05941
2023-09-22 16:54:47,623:	[Coach] >>> VALID @Epoch: 332  >>> 
2023-09-22 16:54:47,623:	[Coach] >>> TEST  @Epoch: 332  >>> 
2023-09-22 16:54:49,063:	[Wall TIME] >>> ChiefCoach.train takes 1.439421 seconds ...
2023-09-22 16:54:49,294:	[Coach] >>> TRAIN @Epoch: 333  >>>  || LOSS Avg: 0.05929
2023-09-22 16:54:49,294:	[Coach] >>> VALID @Epoch: 333  >>> 
2023-09-22 16:54:49,294:	[Coach] >>> TEST  @Epoch: 333  >>> 
2023-09-22 16:54:50,763:	[Wall TIME] >>> ChiefCoach.train takes 1.468994 seconds ...
2023-09-22 16:54:50,861:	[Coach] >>> TRAIN @Epoch: 334  >>>  || LOSS Avg: 0.05937
2023-09-22 16:54:50,862:	[Coach] >>> VALID @Epoch: 334  >>> 
2023-09-22 16:54:50,862:	[Coach] >>> TEST  @Epoch: 334  >>> 
2023-09-22 16:54:52,331:	[Wall TIME] >>> ChiefCoach.train takes 1.469369 seconds ...
2023-09-22 16:54:53,495:	[Wall TIME] >>> ChiefCoach.valid takes 0.844172 seconds ...
2023-09-22 16:54:53,495:	[Coach] >>> Better ***NDCG@10*** of ***0.0293*** 
2023-09-22 16:54:53,521:	[Coach] >>> TRAIN @Epoch: 335  >>>  || LOSS Avg: 0.05925
2023-09-22 16:54:53,521:	[Coach] >>> VALID @Epoch: 335  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0348 || HITRATE@10 Avg: 0.0528 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0293
2023-09-22 16:54:53,521:	[Coach] >>> TEST  @Epoch: 335  >>> 
2023-09-22 16:54:55,340:	[Wall TIME] >>> ChiefCoach.train takes 1.818205 seconds ...
2023-09-22 16:54:55,607:	[Coach] >>> TRAIN @Epoch: 336  >>>  || LOSS Avg: 0.05892
2023-09-22 16:54:55,607:	[Coach] >>> VALID @Epoch: 336  >>> 
2023-09-22 16:54:55,607:	[Coach] >>> TEST  @Epoch: 336  >>> 
2023-09-22 16:54:57,272:	[Wall TIME] >>> ChiefCoach.train takes 1.664276 seconds ...
2023-09-22 16:54:57,343:	[Coach] >>> TRAIN @Epoch: 337  >>>  || LOSS Avg: 0.05956
2023-09-22 16:54:57,344:	[Coach] >>> VALID @Epoch: 337  >>> 
2023-09-22 16:54:57,344:	[Coach] >>> TEST  @Epoch: 337  >>> 
2023-09-22 16:54:59,142:	[Wall TIME] >>> ChiefCoach.train takes 1.798188 seconds ...
2023-09-22 16:54:59,205:	[Coach] >>> TRAIN @Epoch: 338  >>>  || LOSS Avg: 0.05947
2023-09-22 16:54:59,206:	[Coach] >>> VALID @Epoch: 338  >>> 
2023-09-22 16:54:59,206:	[Coach] >>> TEST  @Epoch: 338  >>> 
2023-09-22 16:55:00,621:	[Wall TIME] >>> ChiefCoach.train takes 1.415444 seconds ...
2023-09-22 16:55:00,677:	[Coach] >>> TRAIN @Epoch: 339  >>>  || LOSS Avg: 0.05925
2023-09-22 16:55:00,677:	[Coach] >>> VALID @Epoch: 339  >>> 
2023-09-22 16:55:00,677:	[Coach] >>> TEST  @Epoch: 339  >>> 
2023-09-22 16:55:02,323:	[Wall TIME] >>> ChiefCoach.train takes 1.646203 seconds ...
2023-09-22 16:55:03,493:	[Wall TIME] >>> ChiefCoach.valid takes 0.910270 seconds ...
2023-09-22 16:55:03,494:	[Coach] >>> TRAIN @Epoch: 340  >>>  || LOSS Avg: 0.05905
2023-09-22 16:55:03,494:	[Coach] >>> VALID @Epoch: 340  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0335 || HITRATE@10 Avg: 0.0523 || NDCG@5 Avg: 0.0231 || NDCG@10 Avg: 0.0291
2023-09-22 16:55:03,494:	[Coach] >>> TEST  @Epoch: 340  >>> 
2023-09-22 16:55:04,769:	[Wall TIME] >>> ChiefCoach.train takes 1.274950 seconds ...
2023-09-22 16:55:04,832:	[Coach] >>> TRAIN @Epoch: 341  >>>  || LOSS Avg: 0.05930
2023-09-22 16:55:04,832:	[Coach] >>> VALID @Epoch: 341  >>> 
2023-09-22 16:55:04,832:	[Coach] >>> TEST  @Epoch: 341  >>> 
2023-09-22 16:55:06,290:	[Wall TIME] >>> ChiefCoach.train takes 1.457591 seconds ...
2023-09-22 16:55:06,344:	[Coach] >>> TRAIN @Epoch: 342  >>>  || LOSS Avg: 0.05908
2023-09-22 16:55:06,344:	[Coach] >>> VALID @Epoch: 342  >>> 
2023-09-22 16:55:06,344:	[Coach] >>> TEST  @Epoch: 342  >>> 
2023-09-22 16:55:07,833:	[Wall TIME] >>> ChiefCoach.train takes 1.489309 seconds ...
2023-09-22 16:55:07,917:	[Coach] >>> TRAIN @Epoch: 343  >>>  || LOSS Avg: 0.05904
2023-09-22 16:55:07,918:	[Coach] >>> VALID @Epoch: 343  >>> 
2023-09-22 16:55:07,918:	[Coach] >>> TEST  @Epoch: 343  >>> 
2023-09-22 16:55:09,390:	[Wall TIME] >>> ChiefCoach.train takes 1.471418 seconds ...
2023-09-22 16:55:09,448:	[Coach] >>> TRAIN @Epoch: 344  >>>  || LOSS Avg: 0.05923
2023-09-22 16:55:09,449:	[Coach] >>> VALID @Epoch: 344  >>> 
2023-09-22 16:55:09,449:	[Coach] >>> TEST  @Epoch: 344  >>> 
2023-09-22 16:55:10,843:	[Wall TIME] >>> ChiefCoach.train takes 1.393742 seconds ...
2023-09-22 16:55:12,032:	[Wall TIME] >>> ChiefCoach.valid takes 0.886402 seconds ...
2023-09-22 16:55:12,033:	[Coach] >>> TRAIN @Epoch: 345  >>>  || LOSS Avg: 0.05891
2023-09-22 16:55:12,033:	[Coach] >>> VALID @Epoch: 345  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0349 || HITRATE@10 Avg: 0.0517 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0291
2023-09-22 16:55:12,033:	[Coach] >>> TEST  @Epoch: 345  >>> 
2023-09-22 16:55:13,411:	[Wall TIME] >>> ChiefCoach.train takes 1.378103 seconds ...
2023-09-22 16:55:13,470:	[Coach] >>> TRAIN @Epoch: 346  >>>  || LOSS Avg: 0.05893
2023-09-22 16:55:13,470:	[Coach] >>> VALID @Epoch: 346  >>> 
2023-09-22 16:55:13,470:	[Coach] >>> TEST  @Epoch: 346  >>> 
2023-09-22 16:55:14,774:	[Wall TIME] >>> ChiefCoach.train takes 1.303877 seconds ...
2023-09-22 16:55:14,829:	[Coach] >>> TRAIN @Epoch: 347  >>>  || LOSS Avg: 0.05883
2023-09-22 16:55:14,829:	[Coach] >>> VALID @Epoch: 347  >>> 
2023-09-22 16:55:14,830:	[Coach] >>> TEST  @Epoch: 347  >>> 
2023-09-22 16:55:16,301:	[Wall TIME] >>> ChiefCoach.train takes 1.471444 seconds ...
2023-09-22 16:55:16,429:	[Coach] >>> TRAIN @Epoch: 348  >>>  || LOSS Avg: 0.05862
2023-09-22 16:55:16,429:	[Coach] >>> VALID @Epoch: 348  >>> 
2023-09-22 16:55:16,429:	[Coach] >>> TEST  @Epoch: 348  >>> 
2023-09-22 16:55:17,936:	[Wall TIME] >>> ChiefCoach.train takes 1.506150 seconds ...
2023-09-22 16:55:17,997:	[Coach] >>> TRAIN @Epoch: 349  >>>  || LOSS Avg: 0.05919
2023-09-22 16:55:17,997:	[Coach] >>> VALID @Epoch: 349  >>> 
2023-09-22 16:55:17,997:	[Coach] >>> TEST  @Epoch: 349  >>> 
2023-09-22 16:55:19,526:	[Wall TIME] >>> ChiefCoach.train takes 1.529295 seconds ...
2023-09-22 16:55:20,622:	[Wall TIME] >>> ChiefCoach.valid takes 1.026093 seconds ...
2023-09-22 16:55:20,622:	[Coach] >>> TRAIN @Epoch: 350  >>>  || LOSS Avg: 0.05906
2023-09-22 16:55:20,622:	[Coach] >>> VALID @Epoch: 350  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0524 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0292
2023-09-22 16:55:20,623:	[Coach] >>> TEST  @Epoch: 350  >>> 
2023-09-22 16:55:21,774:	[Wall TIME] >>> ChiefCoach.train takes 1.151600 seconds ...
2023-09-22 16:55:21,853:	[Coach] >>> TRAIN @Epoch: 351  >>>  || LOSS Avg: 0.05937
2023-09-22 16:55:21,853:	[Coach] >>> VALID @Epoch: 351  >>> 
2023-09-22 16:55:21,853:	[Coach] >>> TEST  @Epoch: 351  >>> 
2023-09-22 16:55:23,051:	[Wall TIME] >>> ChiefCoach.train takes 1.197598 seconds ...
2023-09-22 16:55:23,142:	[Coach] >>> TRAIN @Epoch: 352  >>>  || LOSS Avg: 0.05863
2023-09-22 16:55:23,142:	[Coach] >>> VALID @Epoch: 352  >>> 
2023-09-22 16:55:23,142:	[Coach] >>> TEST  @Epoch: 352  >>> 
2023-09-22 16:55:24,344:	[Wall TIME] >>> ChiefCoach.train takes 1.201215 seconds ...
2023-09-22 16:55:24,413:	[Coach] >>> TRAIN @Epoch: 353  >>>  || LOSS Avg: 0.05865
2023-09-22 16:55:24,414:	[Coach] >>> VALID @Epoch: 353  >>> 
2023-09-22 16:55:24,414:	[Coach] >>> TEST  @Epoch: 353  >>> 
2023-09-22 16:55:25,622:	[Wall TIME] >>> ChiefCoach.train takes 1.207671 seconds ...
2023-09-22 16:55:25,737:	[Coach] >>> TRAIN @Epoch: 354  >>>  || LOSS Avg: 0.05844
2023-09-22 16:55:25,738:	[Coach] >>> VALID @Epoch: 354  >>> 
2023-09-22 16:55:25,739:	[Coach] >>> TEST  @Epoch: 354  >>> 
2023-09-22 16:55:27,087:	[Wall TIME] >>> ChiefCoach.train takes 1.348018 seconds ...
2023-09-22 16:55:28,057:	[Wall TIME] >>> ChiefCoach.valid takes 0.917232 seconds ...
2023-09-22 16:55:28,058:	[Coach] >>> TRAIN @Epoch: 355  >>>  || LOSS Avg: 0.05833
2023-09-22 16:55:28,058:	[Coach] >>> VALID @Epoch: 355  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0352 || HITRATE@10 Avg: 0.0527 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0292
2023-09-22 16:55:28,058:	[Coach] >>> TEST  @Epoch: 355  >>> 
2023-09-22 16:55:29,324:	[Wall TIME] >>> ChiefCoach.train takes 1.265678 seconds ...
2023-09-22 16:55:29,804:	[Coach] >>> TRAIN @Epoch: 356  >>>  || LOSS Avg: 0.05872
2023-09-22 16:55:29,804:	[Coach] >>> VALID @Epoch: 356  >>> 
2023-09-22 16:55:29,804:	[Coach] >>> TEST  @Epoch: 356  >>> 
2023-09-22 16:55:31,043:	[Wall TIME] >>> ChiefCoach.train takes 1.239054 seconds ...
2023-09-22 16:55:31,529:	[Coach] >>> TRAIN @Epoch: 357  >>>  || LOSS Avg: 0.05853
2023-09-22 16:55:31,529:	[Coach] >>> VALID @Epoch: 357  >>> 
2023-09-22 16:55:31,529:	[Coach] >>> TEST  @Epoch: 357  >>> 
2023-09-22 16:55:32,754:	[Wall TIME] >>> ChiefCoach.train takes 1.224238 seconds ...
2023-09-22 16:55:32,826:	[Coach] >>> TRAIN @Epoch: 358  >>>  || LOSS Avg: 0.05894
2023-09-22 16:55:32,826:	[Coach] >>> VALID @Epoch: 358  >>> 
2023-09-22 16:55:32,826:	[Coach] >>> TEST  @Epoch: 358  >>> 
2023-09-22 16:55:34,066:	[Wall TIME] >>> ChiefCoach.train takes 1.239971 seconds ...
2023-09-22 16:55:34,206:	[Coach] >>> TRAIN @Epoch: 359  >>>  || LOSS Avg: 0.05868
2023-09-22 16:55:34,206:	[Coach] >>> VALID @Epoch: 359  >>> 
2023-09-22 16:55:34,206:	[Coach] >>> TEST  @Epoch: 359  >>> 
2023-09-22 16:55:35,386:	[Wall TIME] >>> ChiefCoach.train takes 1.180112 seconds ...
2023-09-22 16:55:36,271:	[Wall TIME] >>> ChiefCoach.valid takes 0.824888 seconds ...
2023-09-22 16:55:36,271:	[Coach] >>> TRAIN @Epoch: 360  >>>  || LOSS Avg: 0.05882
2023-09-22 16:55:36,363:	[Coach] >>> VALID @Epoch: 360  >>>  || HITRATE@1 Avg: 0.0116 || HITRATE@5 Avg: 0.0347 || HITRATE@10 Avg: 0.0529 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0293
2023-09-22 16:55:36,364:	[Coach] >>> TEST  @Epoch: 360  >>> 
2023-09-22 16:55:37,713:	[Wall TIME] >>> ChiefCoach.train takes 1.349480 seconds ...
2023-09-22 16:55:37,792:	[Coach] >>> TRAIN @Epoch: 361  >>>  || LOSS Avg: 0.05880
2023-09-22 16:55:37,793:	[Coach] >>> VALID @Epoch: 361  >>> 
2023-09-22 16:55:37,793:	[Coach] >>> TEST  @Epoch: 361  >>> 
2023-09-22 16:55:39,022:	[Wall TIME] >>> ChiefCoach.train takes 1.228939 seconds ...
2023-09-22 16:55:39,079:	[Coach] >>> TRAIN @Epoch: 362  >>>  || LOSS Avg: 0.05839
2023-09-22 16:55:39,079:	[Coach] >>> VALID @Epoch: 362  >>> 
2023-09-22 16:55:39,080:	[Coach] >>> TEST  @Epoch: 362  >>> 
2023-09-22 16:55:40,258:	[Wall TIME] >>> ChiefCoach.train takes 1.177825 seconds ...
2023-09-22 16:55:40,321:	[Coach] >>> TRAIN @Epoch: 363  >>>  || LOSS Avg: 0.05865
2023-09-22 16:55:40,322:	[Coach] >>> VALID @Epoch: 363  >>> 
2023-09-22 16:55:40,322:	[Coach] >>> TEST  @Epoch: 363  >>> 
2023-09-22 16:55:41,539:	[Wall TIME] >>> ChiefCoach.train takes 1.216715 seconds ...
2023-09-22 16:55:41,608:	[Coach] >>> TRAIN @Epoch: 364  >>>  || LOSS Avg: 0.05836
2023-09-22 16:55:41,608:	[Coach] >>> VALID @Epoch: 364  >>> 
2023-09-22 16:55:41,608:	[Coach] >>> TEST  @Epoch: 364  >>> 
2023-09-22 16:55:42,758:	[Wall TIME] >>> ChiefCoach.train takes 1.149212 seconds ...
2023-09-22 16:55:43,819:	[Wall TIME] >>> ChiefCoach.valid takes 0.839990 seconds ...
2023-09-22 16:55:43,819:	[Coach] >>> TRAIN @Epoch: 365  >>>  || LOSS Avg: 0.05868
2023-09-22 16:55:43,820:	[Coach] >>> VALID @Epoch: 365  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0346 || HITRATE@10 Avg: 0.0525 || NDCG@5 Avg: 0.0233 || NDCG@10 Avg: 0.0290
2023-09-22 16:55:43,820:	[Coach] >>> TEST  @Epoch: 365  >>> 
2023-09-22 16:55:44,892:	[Wall TIME] >>> ChiefCoach.train takes 1.072189 seconds ...
2023-09-22 16:55:44,963:	[Coach] >>> TRAIN @Epoch: 366  >>>  || LOSS Avg: 0.05848
2023-09-22 16:55:44,963:	[Coach] >>> VALID @Epoch: 366  >>> 
2023-09-22 16:55:44,963:	[Coach] >>> TEST  @Epoch: 366  >>> 
2023-09-22 16:55:46,342:	[Wall TIME] >>> ChiefCoach.train takes 1.378409 seconds ...
2023-09-22 16:55:46,399:	[Coach] >>> TRAIN @Epoch: 367  >>>  || LOSS Avg: 0.05878
2023-09-22 16:55:46,399:	[Coach] >>> VALID @Epoch: 367  >>> 
2023-09-22 16:55:46,399:	[Coach] >>> TEST  @Epoch: 367  >>> 
2023-09-22 16:55:47,617:	[Wall TIME] >>> ChiefCoach.train takes 1.217145 seconds ...
2023-09-22 16:55:47,670:	[Coach] >>> TRAIN @Epoch: 368  >>>  || LOSS Avg: 0.05863
2023-09-22 16:55:47,670:	[Coach] >>> VALID @Epoch: 368  >>> 
2023-09-22 16:55:47,670:	[Coach] >>> TEST  @Epoch: 368  >>> 
2023-09-22 16:55:48,907:	[Wall TIME] >>> ChiefCoach.train takes 1.236531 seconds ...
2023-09-22 16:55:49,032:	[Coach] >>> TRAIN @Epoch: 369  >>>  || LOSS Avg: 0.05859
2023-09-22 16:55:49,033:	[Coach] >>> VALID @Epoch: 369  >>> 
2023-09-22 16:55:49,033:	[Coach] >>> TEST  @Epoch: 369  >>> 
2023-09-22 16:55:50,369:	[Wall TIME] >>> ChiefCoach.train takes 1.336239 seconds ...
2023-09-22 16:55:51,254:	[Wall TIME] >>> ChiefCoach.valid takes 0.827832 seconds ...
2023-09-22 16:55:51,255:	[Coach] >>> TRAIN @Epoch: 370  >>>  || LOSS Avg: 0.05856
2023-09-22 16:55:51,255:	[Coach] >>> VALID @Epoch: 370  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0350 || HITRATE@10 Avg: 0.0528 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0293
2023-09-22 16:55:51,255:	[Coach] >>> TEST  @Epoch: 370  >>> 
2023-09-22 16:55:52,784:	[Wall TIME] >>> ChiefCoach.train takes 1.529123 seconds ...
2023-09-22 16:55:53,062:	[Coach] >>> TRAIN @Epoch: 371  >>>  || LOSS Avg: 0.05834
2023-09-22 16:55:53,063:	[Coach] >>> VALID @Epoch: 371  >>> 
2023-09-22 16:55:53,063:	[Coach] >>> TEST  @Epoch: 371  >>> 
2023-09-22 16:55:54,641:	[Wall TIME] >>> ChiefCoach.train takes 1.578221 seconds ...
2023-09-22 16:55:54,700:	[Coach] >>> TRAIN @Epoch: 372  >>>  || LOSS Avg: 0.05819
2023-09-22 16:55:54,700:	[Coach] >>> VALID @Epoch: 372  >>> 
2023-09-22 16:55:54,700:	[Coach] >>> TEST  @Epoch: 372  >>> 
2023-09-22 16:55:56,213:	[Wall TIME] >>> ChiefCoach.train takes 1.512954 seconds ...
2023-09-22 16:55:56,282:	[Coach] >>> TRAIN @Epoch: 373  >>>  || LOSS Avg: 0.05832
2023-09-22 16:55:56,282:	[Coach] >>> VALID @Epoch: 373  >>> 
2023-09-22 16:55:56,282:	[Coach] >>> TEST  @Epoch: 373  >>> 
2023-09-22 16:55:57,704:	[Wall TIME] >>> ChiefCoach.train takes 1.421715 seconds ...
2023-09-22 16:55:57,816:	[Coach] >>> TRAIN @Epoch: 374  >>>  || LOSS Avg: 0.05831
2023-09-22 16:55:57,816:	[Coach] >>> VALID @Epoch: 374  >>> 
2023-09-22 16:55:57,816:	[Coach] >>> TEST  @Epoch: 374  >>> 
2023-09-22 16:55:59,235:	[Wall TIME] >>> ChiefCoach.train takes 1.419190 seconds ...
2023-09-22 16:56:00,155:	[Wall TIME] >>> ChiefCoach.valid takes 0.854614 seconds ...
2023-09-22 16:56:00,155:	[Coach] >>> TRAIN @Epoch: 375  >>>  || LOSS Avg: 0.05746
2023-09-22 16:56:00,155:	[Coach] >>> VALID @Epoch: 375  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0351 || HITRATE@10 Avg: 0.0528 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0293
2023-09-22 16:56:00,155:	[Coach] >>> TEST  @Epoch: 375  >>> 
2023-09-22 16:56:01,844:	[Wall TIME] >>> ChiefCoach.train takes 1.688657 seconds ...
2023-09-22 16:56:01,946:	[Coach] >>> TRAIN @Epoch: 376  >>>  || LOSS Avg: 0.05805
2023-09-22 16:56:01,947:	[Coach] >>> VALID @Epoch: 376  >>> 
2023-09-22 16:56:01,947:	[Coach] >>> TEST  @Epoch: 376  >>> 
2023-09-22 16:56:03,405:	[Wall TIME] >>> ChiefCoach.train takes 1.458480 seconds ...
2023-09-22 16:56:03,668:	[Coach] >>> TRAIN @Epoch: 377  >>>  || LOSS Avg: 0.05855
2023-09-22 16:56:03,668:	[Coach] >>> VALID @Epoch: 377  >>> 
2023-09-22 16:56:03,668:	[Coach] >>> TEST  @Epoch: 377  >>> 
2023-09-22 16:56:04,935:	[Wall TIME] >>> ChiefCoach.train takes 1.266894 seconds ...
2023-09-22 16:56:04,994:	[Coach] >>> TRAIN @Epoch: 378  >>>  || LOSS Avg: 0.05848
2023-09-22 16:56:04,994:	[Coach] >>> VALID @Epoch: 378  >>> 
2023-09-22 16:56:04,994:	[Coach] >>> TEST  @Epoch: 378  >>> 
2023-09-22 16:56:06,355:	[Wall TIME] >>> ChiefCoach.train takes 1.360057 seconds ...
2023-09-22 16:56:06,410:	[Coach] >>> TRAIN @Epoch: 379  >>>  || LOSS Avg: 0.05740
2023-09-22 16:56:06,410:	[Coach] >>> VALID @Epoch: 379  >>> 
2023-09-22 16:56:06,410:	[Coach] >>> TEST  @Epoch: 379  >>> 
2023-09-22 16:56:07,784:	[Wall TIME] >>> ChiefCoach.train takes 1.373769 seconds ...
2023-09-22 16:56:08,719:	[Wall TIME] >>> ChiefCoach.valid takes 0.863168 seconds ...
2023-09-22 16:56:08,719:	[Coach] >>> TRAIN @Epoch: 380  >>>  || LOSS Avg: 0.05825
2023-09-22 16:56:08,719:	[Coach] >>> VALID @Epoch: 380  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0347 || HITRATE@10 Avg: 0.0528 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0292
2023-09-22 16:56:08,719:	[Coach] >>> TEST  @Epoch: 380  >>> 
2023-09-22 16:56:10,232:	[Wall TIME] >>> ChiefCoach.train takes 1.512773 seconds ...
2023-09-22 16:56:10,300:	[Coach] >>> TRAIN @Epoch: 381  >>>  || LOSS Avg: 0.05811
2023-09-22 16:56:10,300:	[Coach] >>> VALID @Epoch: 381  >>> 
2023-09-22 16:56:10,300:	[Coach] >>> TEST  @Epoch: 381  >>> 
2023-09-22 16:56:11,732:	[Wall TIME] >>> ChiefCoach.train takes 1.431777 seconds ...
2023-09-22 16:56:11,844:	[Coach] >>> TRAIN @Epoch: 382  >>>  || LOSS Avg: 0.05801
2023-09-22 16:56:11,844:	[Coach] >>> VALID @Epoch: 382  >>> 
2023-09-22 16:56:11,844:	[Coach] >>> TEST  @Epoch: 382  >>> 
2023-09-22 16:56:13,491:	[Wall TIME] >>> ChiefCoach.train takes 1.646061 seconds ...
2023-09-22 16:56:13,553:	[Coach] >>> TRAIN @Epoch: 383  >>>  || LOSS Avg: 0.05776
2023-09-22 16:56:13,554:	[Coach] >>> VALID @Epoch: 383  >>> 
2023-09-22 16:56:13,554:	[Coach] >>> TEST  @Epoch: 383  >>> 
2023-09-22 16:56:14,943:	[Wall TIME] >>> ChiefCoach.train takes 1.389066 seconds ...
2023-09-22 16:56:14,995:	[Coach] >>> TRAIN @Epoch: 384  >>>  || LOSS Avg: 0.05790
2023-09-22 16:56:14,995:	[Coach] >>> VALID @Epoch: 384  >>> 
2023-09-22 16:56:14,995:	[Coach] >>> TEST  @Epoch: 384  >>> 
2023-09-22 16:56:16,376:	[Wall TIME] >>> ChiefCoach.train takes 1.380466 seconds ...
2023-09-22 16:56:17,315:	[Wall TIME] >>> ChiefCoach.valid takes 0.883039 seconds ...
2023-09-22 16:56:17,316:	[Coach] >>> TRAIN @Epoch: 385  >>>  || LOSS Avg: 0.05744
2023-09-22 16:56:17,316:	[Coach] >>> VALID @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0346 || HITRATE@10 Avg: 0.0526 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0291
2023-09-22 16:56:17,316:	[Coach] >>> TEST  @Epoch: 385  >>> 
2023-09-22 16:56:18,609:	[Wall TIME] >>> ChiefCoach.train takes 1.292568 seconds ...
2023-09-22 16:56:18,680:	[Coach] >>> TRAIN @Epoch: 386  >>>  || LOSS Avg: 0.05751
2023-09-22 16:56:18,680:	[Coach] >>> VALID @Epoch: 386  >>> 
2023-09-22 16:56:18,681:	[Coach] >>> TEST  @Epoch: 386  >>> 
2023-09-22 16:56:20,117:	[Wall TIME] >>> ChiefCoach.train takes 1.436063 seconds ...
2023-09-22 16:56:20,197:	[Coach] >>> TRAIN @Epoch: 387  >>>  || LOSS Avg: 0.05784
2023-09-22 16:56:20,197:	[Coach] >>> VALID @Epoch: 387  >>> 
2023-09-22 16:56:20,198:	[Coach] >>> TEST  @Epoch: 387  >>> 
2023-09-22 16:56:21,602:	[Wall TIME] >>> ChiefCoach.train takes 1.404603 seconds ...
2023-09-22 16:56:21,660:	[Coach] >>> TRAIN @Epoch: 388  >>>  || LOSS Avg: 0.05821
2023-09-22 16:56:21,660:	[Coach] >>> VALID @Epoch: 388  >>> 
2023-09-22 16:56:21,660:	[Coach] >>> TEST  @Epoch: 388  >>> 
2023-09-22 16:56:23,207:	[Wall TIME] >>> ChiefCoach.train takes 1.546236 seconds ...
2023-09-22 16:56:23,319:	[Coach] >>> TRAIN @Epoch: 389  >>>  || LOSS Avg: 0.05781
2023-09-22 16:56:23,319:	[Coach] >>> VALID @Epoch: 389  >>> 
2023-09-22 16:56:23,319:	[Coach] >>> TEST  @Epoch: 389  >>> 
2023-09-22 16:56:24,774:	[Wall TIME] >>> ChiefCoach.train takes 1.455060 seconds ...
2023-09-22 16:56:25,664:	[Wall TIME] >>> ChiefCoach.valid takes 0.834339 seconds ...
2023-09-22 16:56:25,664:	[Coach] >>> TRAIN @Epoch: 390  >>>  || LOSS Avg: 0.05749
2023-09-22 16:56:25,664:	[Coach] >>> VALID @Epoch: 390  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0341 || HITRATE@10 Avg: 0.0520 || NDCG@5 Avg: 0.0231 || NDCG@10 Avg: 0.0289
2023-09-22 16:56:25,664:	[Coach] >>> TEST  @Epoch: 390  >>> 
2023-09-22 16:56:27,258:	[Wall TIME] >>> ChiefCoach.train takes 1.593183 seconds ...
2023-09-22 16:56:27,330:	[Coach] >>> TRAIN @Epoch: 391  >>>  || LOSS Avg: 0.05799
2023-09-22 16:56:27,330:	[Coach] >>> VALID @Epoch: 391  >>> 
2023-09-22 16:56:27,330:	[Coach] >>> TEST  @Epoch: 391  >>> 
2023-09-22 16:56:28,718:	[Wall TIME] >>> ChiefCoach.train takes 1.387786 seconds ...
2023-09-22 16:56:28,833:	[Coach] >>> TRAIN @Epoch: 392  >>>  || LOSS Avg: 0.05791
2023-09-22 16:56:28,833:	[Coach] >>> VALID @Epoch: 392  >>> 
2023-09-22 16:56:28,834:	[Coach] >>> TEST  @Epoch: 392  >>> 
2023-09-22 16:56:30,569:	[Wall TIME] >>> ChiefCoach.train takes 1.734701 seconds ...
2023-09-22 16:56:30,629:	[Coach] >>> TRAIN @Epoch: 393  >>>  || LOSS Avg: 0.05742
2023-09-22 16:56:30,629:	[Coach] >>> VALID @Epoch: 393  >>> 
2023-09-22 16:56:30,629:	[Coach] >>> TEST  @Epoch: 393  >>> 
2023-09-22 16:56:32,120:	[Wall TIME] >>> ChiefCoach.train takes 1.490894 seconds ...
2023-09-22 16:56:32,194:	[Coach] >>> TRAIN @Epoch: 394  >>>  || LOSS Avg: 0.05786
2023-09-22 16:56:32,194:	[Coach] >>> VALID @Epoch: 394  >>> 
2023-09-22 16:56:32,194:	[Coach] >>> TEST  @Epoch: 394  >>> 
2023-09-22 16:56:33,824:	[Wall TIME] >>> ChiefCoach.train takes 1.629708 seconds ...
2023-09-22 16:56:34,738:	[Wall TIME] >>> ChiefCoach.valid takes 0.856363 seconds ...
2023-09-22 16:56:34,738:	[Coach] >>> TRAIN @Epoch: 395  >>>  || LOSS Avg: 0.05781
2023-09-22 16:56:34,739:	[Coach] >>> VALID @Epoch: 395  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0334 || HITRATE@10 Avg: 0.0525 || NDCG@5 Avg: 0.0226 || NDCG@10 Avg: 0.0288
2023-09-22 16:56:34,739:	[Coach] >>> TEST  @Epoch: 395  >>> 
2023-09-22 16:56:36,422:	[Wall TIME] >>> ChiefCoach.train takes 1.682519 seconds ...
2023-09-22 16:56:36,485:	[Coach] >>> TRAIN @Epoch: 396  >>>  || LOSS Avg: 0.05764
2023-09-22 16:56:36,485:	[Coach] >>> VALID @Epoch: 396  >>> 
2023-09-22 16:56:36,486:	[Coach] >>> TEST  @Epoch: 396  >>> 
2023-09-22 16:56:38,092:	[Wall TIME] >>> ChiefCoach.train takes 1.606063 seconds ...
2023-09-22 16:56:38,149:	[Coach] >>> TRAIN @Epoch: 397  >>>  || LOSS Avg: 0.05766
2023-09-22 16:56:38,150:	[Coach] >>> VALID @Epoch: 397  >>> 
2023-09-22 16:56:38,150:	[Coach] >>> TEST  @Epoch: 397  >>> 
2023-09-22 16:56:39,639:	[Wall TIME] >>> ChiefCoach.train takes 1.488850 seconds ...
2023-09-22 16:56:39,698:	[Coach] >>> TRAIN @Epoch: 398  >>>  || LOSS Avg: 0.05792
2023-09-22 16:56:39,698:	[Coach] >>> VALID @Epoch: 398  >>> 
2023-09-22 16:56:39,698:	[Coach] >>> TEST  @Epoch: 398  >>> 
2023-09-22 16:56:41,143:	[Wall TIME] >>> ChiefCoach.train takes 1.444726 seconds ...
2023-09-22 16:56:41,201:	[Coach] >>> TRAIN @Epoch: 399  >>>  || LOSS Avg: 0.05768
2023-09-22 16:56:41,201:	[Coach] >>> VALID @Epoch: 399  >>> 
2023-09-22 16:56:41,201:	[Coach] >>> TEST  @Epoch: 399  >>> 
2023-09-22 16:56:42,789:	[Wall TIME] >>> ChiefCoach.train takes 1.587726 seconds ...
2023-09-22 16:56:43,809:	[Wall TIME] >>> ChiefCoach.valid takes 0.850700 seconds ...
2023-09-22 16:56:43,809:	[Coach] >>> TRAIN @Epoch: 400  >>>  || LOSS Avg: 0.05725
2023-09-22 16:56:43,810:	[Coach] >>> VALID @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0347 || HITRATE@10 Avg: 0.0525 || NDCG@5 Avg: 0.0231 || NDCG@10 Avg: 0.0289
2023-09-22 16:56:43,810:	[Coach] >>> TEST  @Epoch: 400  >>> 
2023-09-22 16:56:45,363:	[Wall TIME] >>> ChiefCoach.train takes 1.552997 seconds ...
2023-09-22 16:56:45,588:	[Coach] >>> TRAIN @Epoch: 401  >>>  || LOSS Avg: 0.05730
2023-09-22 16:56:45,589:	[Coach] >>> VALID @Epoch: 401  >>> 
2023-09-22 16:56:45,589:	[Coach] >>> TEST  @Epoch: 401  >>> 
2023-09-22 16:56:47,102:	[Wall TIME] >>> ChiefCoach.train takes 1.513019 seconds ...
2023-09-22 16:56:47,224:	[Coach] >>> TRAIN @Epoch: 402  >>>  || LOSS Avg: 0.05796
2023-09-22 16:56:47,224:	[Coach] >>> VALID @Epoch: 402  >>> 
2023-09-22 16:56:47,224:	[Coach] >>> TEST  @Epoch: 402  >>> 
2023-09-22 16:56:49,031:	[Wall TIME] >>> ChiefCoach.train takes 1.807289 seconds ...
2023-09-22 16:56:49,086:	[Coach] >>> TRAIN @Epoch: 403  >>>  || LOSS Avg: 0.05719
2023-09-22 16:56:49,086:	[Coach] >>> VALID @Epoch: 403  >>> 
2023-09-22 16:56:49,086:	[Coach] >>> TEST  @Epoch: 403  >>> 
2023-09-22 16:56:50,464:	[Wall TIME] >>> ChiefCoach.train takes 1.377679 seconds ...
2023-09-22 16:56:50,520:	[Coach] >>> TRAIN @Epoch: 404  >>>  || LOSS Avg: 0.05744
2023-09-22 16:56:50,520:	[Coach] >>> VALID @Epoch: 404  >>> 
2023-09-22 16:56:50,521:	[Coach] >>> TEST  @Epoch: 404  >>> 
2023-09-22 16:56:52,066:	[Wall TIME] >>> ChiefCoach.train takes 1.545428 seconds ...
2023-09-22 16:56:53,047:	[Wall TIME] >>> ChiefCoach.valid takes 0.843278 seconds ...
2023-09-22 16:56:53,047:	[Coach] >>> TRAIN @Epoch: 405  >>>  || LOSS Avg: 0.05706
2023-09-22 16:56:53,048:	[Coach] >>> VALID @Epoch: 405  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0522 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0289
2023-09-22 16:56:53,048:	[Coach] >>> TEST  @Epoch: 405  >>> 
2023-09-22 16:56:54,623:	[Wall TIME] >>> ChiefCoach.train takes 1.575633 seconds ...
2023-09-22 16:56:54,694:	[Coach] >>> TRAIN @Epoch: 406  >>>  || LOSS Avg: 0.05742
2023-09-22 16:56:54,695:	[Coach] >>> VALID @Epoch: 406  >>> 
2023-09-22 16:56:54,695:	[Coach] >>> TEST  @Epoch: 406  >>> 
2023-09-22 16:56:56,440:	[Wall TIME] >>> ChiefCoach.train takes 1.744968 seconds ...
2023-09-22 16:56:56,500:	[Coach] >>> TRAIN @Epoch: 407  >>>  || LOSS Avg: 0.05702
2023-09-22 16:56:56,500:	[Coach] >>> VALID @Epoch: 407  >>> 
2023-09-22 16:56:56,501:	[Coach] >>> TEST  @Epoch: 407  >>> 
2023-09-22 16:56:57,966:	[Wall TIME] >>> ChiefCoach.train takes 1.464795 seconds ...
2023-09-22 16:56:58,111:	[Coach] >>> TRAIN @Epoch: 408  >>>  || LOSS Avg: 0.05768
2023-09-22 16:56:58,111:	[Coach] >>> VALID @Epoch: 408  >>> 
2023-09-22 16:56:58,111:	[Coach] >>> TEST  @Epoch: 408  >>> 
2023-09-22 16:56:59,664:	[Wall TIME] >>> ChiefCoach.train takes 1.551754 seconds ...
2023-09-22 16:56:59,987:	[Coach] >>> TRAIN @Epoch: 409  >>>  || LOSS Avg: 0.05730
2023-09-22 16:56:59,987:	[Coach] >>> VALID @Epoch: 409  >>> 
2023-09-22 16:56:59,987:	[Coach] >>> TEST  @Epoch: 409  >>> 
2023-09-22 16:57:01,532:	[Wall TIME] >>> ChiefCoach.train takes 1.545094 seconds ...
2023-09-22 16:57:02,472:	[Wall TIME] >>> ChiefCoach.valid takes 0.880803 seconds ...
2023-09-22 16:57:02,472:	[Coach] >>> Better ***NDCG@10*** of ***0.0295*** 
2023-09-22 16:57:02,493:	[Coach] >>> TRAIN @Epoch: 410  >>>  || LOSS Avg: 0.05750
2023-09-22 16:57:02,493:	[Coach] >>> VALID @Epoch: 410  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0354 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0295
2023-09-22 16:57:02,493:	[Coach] >>> TEST  @Epoch: 410  >>> 
2023-09-22 16:57:04,272:	[Wall TIME] >>> ChiefCoach.train takes 1.779038 seconds ...
2023-09-22 16:57:04,334:	[Coach] >>> TRAIN @Epoch: 411  >>>  || LOSS Avg: 0.05720
2023-09-22 16:57:04,334:	[Coach] >>> VALID @Epoch: 411  >>> 
2023-09-22 16:57:04,334:	[Coach] >>> TEST  @Epoch: 411  >>> 
2023-09-22 16:57:05,664:	[Wall TIME] >>> ChiefCoach.train takes 1.330362 seconds ...
2023-09-22 16:57:05,721:	[Coach] >>> TRAIN @Epoch: 412  >>>  || LOSS Avg: 0.05670
2023-09-22 16:57:05,721:	[Coach] >>> VALID @Epoch: 412  >>> 
2023-09-22 16:57:05,721:	[Coach] >>> TEST  @Epoch: 412  >>> 
2023-09-22 16:57:07,079:	[Wall TIME] >>> ChiefCoach.train takes 1.357968 seconds ...
2023-09-22 16:57:07,243:	[Coach] >>> TRAIN @Epoch: 413  >>>  || LOSS Avg: 0.05728
2023-09-22 16:57:07,243:	[Coach] >>> VALID @Epoch: 413  >>> 
2023-09-22 16:57:07,243:	[Coach] >>> TEST  @Epoch: 413  >>> 
2023-09-22 16:57:09,016:	[Wall TIME] >>> ChiefCoach.train takes 1.772253 seconds ...
2023-09-22 16:57:09,165:	[Coach] >>> TRAIN @Epoch: 414  >>>  || LOSS Avg: 0.05743
2023-09-22 16:57:09,165:	[Coach] >>> VALID @Epoch: 414  >>> 
2023-09-22 16:57:09,165:	[Coach] >>> TEST  @Epoch: 414  >>> 
2023-09-22 16:57:10,651:	[Wall TIME] >>> ChiefCoach.train takes 1.484970 seconds ...
2023-09-22 16:57:11,634:	[Wall TIME] >>> ChiefCoach.valid takes 0.866592 seconds ...
2023-09-22 16:57:11,634:	[Coach] >>> TRAIN @Epoch: 415  >>>  || LOSS Avg: 0.05741
2023-09-22 16:57:11,634:	[Coach] >>> VALID @Epoch: 415  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0349 || HITRATE@10 Avg: 0.0533 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0295
2023-09-22 16:57:11,634:	[Coach] >>> TEST  @Epoch: 415  >>> 
2023-09-22 16:57:13,332:	[Wall TIME] >>> ChiefCoach.train takes 1.697146 seconds ...
2023-09-22 16:57:13,464:	[Coach] >>> TRAIN @Epoch: 416  >>>  || LOSS Avg: 0.05702
2023-09-22 16:57:13,464:	[Coach] >>> VALID @Epoch: 416  >>> 
2023-09-22 16:57:13,464:	[Coach] >>> TEST  @Epoch: 416  >>> 
2023-09-22 16:57:15,018:	[Wall TIME] >>> ChiefCoach.train takes 1.553292 seconds ...
2023-09-22 16:57:15,071:	[Coach] >>> TRAIN @Epoch: 417  >>>  || LOSS Avg: 0.05715
2023-09-22 16:57:15,071:	[Coach] >>> VALID @Epoch: 417  >>> 
2023-09-22 16:57:15,071:	[Coach] >>> TEST  @Epoch: 417  >>> 
2023-09-22 16:57:16,456:	[Wall TIME] >>> ChiefCoach.train takes 1.384374 seconds ...
2023-09-22 16:57:16,529:	[Coach] >>> TRAIN @Epoch: 418  >>>  || LOSS Avg: 0.05739
2023-09-22 16:57:16,529:	[Coach] >>> VALID @Epoch: 418  >>> 
2023-09-22 16:57:16,529:	[Coach] >>> TEST  @Epoch: 418  >>> 
2023-09-22 16:57:18,089:	[Wall TIME] >>> ChiefCoach.train takes 1.559160 seconds ...
2023-09-22 16:57:18,450:	[Coach] >>> TRAIN @Epoch: 419  >>>  || LOSS Avg: 0.05717
2023-09-22 16:57:18,450:	[Coach] >>> VALID @Epoch: 419  >>> 
2023-09-22 16:57:18,450:	[Coach] >>> TEST  @Epoch: 419  >>> 
2023-09-22 16:57:20,008:	[Wall TIME] >>> ChiefCoach.train takes 1.557539 seconds ...
2023-09-22 16:57:20,964:	[Wall TIME] >>> ChiefCoach.valid takes 0.884422 seconds ...
2023-09-22 16:57:20,965:	[Coach] >>> TRAIN @Epoch: 420  >>>  || LOSS Avg: 0.05679
2023-09-22 16:57:20,965:	[Coach] >>> VALID @Epoch: 420  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0343 || HITRATE@10 Avg: 0.0527 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0293
2023-09-22 16:57:20,965:	[Coach] >>> TEST  @Epoch: 420  >>> 
2023-09-22 16:57:22,572:	[Wall TIME] >>> ChiefCoach.train takes 1.607361 seconds ...
2023-09-22 16:57:22,627:	[Coach] >>> TRAIN @Epoch: 421  >>>  || LOSS Avg: 0.05706
2023-09-22 16:57:22,627:	[Coach] >>> VALID @Epoch: 421  >>> 
2023-09-22 16:57:22,627:	[Coach] >>> TEST  @Epoch: 421  >>> 
2023-09-22 16:57:24,020:	[Wall TIME] >>> ChiefCoach.train takes 1.392236 seconds ...
2023-09-22 16:57:24,093:	[Coach] >>> TRAIN @Epoch: 422  >>>  || LOSS Avg: 0.05724
2023-09-22 16:57:24,093:	[Coach] >>> VALID @Epoch: 422  >>> 
2023-09-22 16:57:24,093:	[Coach] >>> TEST  @Epoch: 422  >>> 
2023-09-22 16:57:25,626:	[Wall TIME] >>> ChiefCoach.train takes 1.532410 seconds ...
2023-09-22 16:57:25,693:	[Coach] >>> TRAIN @Epoch: 423  >>>  || LOSS Avg: 0.05694
2023-09-22 16:57:25,693:	[Coach] >>> VALID @Epoch: 423  >>> 
2023-09-22 16:57:25,693:	[Coach] >>> TEST  @Epoch: 423  >>> 
2023-09-22 16:57:27,079:	[Wall TIME] >>> ChiefCoach.train takes 1.386003 seconds ...
2023-09-22 16:57:27,139:	[Coach] >>> TRAIN @Epoch: 424  >>>  || LOSS Avg: 0.05713
2023-09-22 16:57:27,140:	[Coach] >>> VALID @Epoch: 424  >>> 
2023-09-22 16:57:27,140:	[Coach] >>> TEST  @Epoch: 424  >>> 
2023-09-22 16:57:28,729:	[Wall TIME] >>> ChiefCoach.train takes 1.588748 seconds ...
2023-09-22 16:57:29,697:	[Wall TIME] >>> ChiefCoach.valid takes 0.902321 seconds ...
2023-09-22 16:57:29,698:	[Coach] >>> TRAIN @Epoch: 425  >>>  || LOSS Avg: 0.05721
2023-09-22 16:57:29,698:	[Coach] >>> VALID @Epoch: 425  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0349 || HITRATE@10 Avg: 0.0527 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0294
2023-09-22 16:57:29,698:	[Coach] >>> TEST  @Epoch: 425  >>> 
2023-09-22 16:57:31,065:	[Wall TIME] >>> ChiefCoach.train takes 1.367207 seconds ...
2023-09-22 16:57:31,126:	[Coach] >>> TRAIN @Epoch: 426  >>>  || LOSS Avg: 0.05737
2023-09-22 16:57:31,126:	[Coach] >>> VALID @Epoch: 426  >>> 
2023-09-22 16:57:31,126:	[Coach] >>> TEST  @Epoch: 426  >>> 
2023-09-22 16:57:32,779:	[Wall TIME] >>> ChiefCoach.train takes 1.652724 seconds ...
2023-09-22 16:57:32,837:	[Coach] >>> TRAIN @Epoch: 427  >>>  || LOSS Avg: 0.05679
2023-09-22 16:57:32,837:	[Coach] >>> VALID @Epoch: 427  >>> 
2023-09-22 16:57:32,837:	[Coach] >>> TEST  @Epoch: 427  >>> 
2023-09-22 16:57:34,808:	[Wall TIME] >>> ChiefCoach.train takes 1.970520 seconds ...
2023-09-22 16:57:35,129:	[Coach] >>> TRAIN @Epoch: 428  >>>  || LOSS Avg: 0.05721
2023-09-22 16:57:35,129:	[Coach] >>> VALID @Epoch: 428  >>> 
2023-09-22 16:57:35,130:	[Coach] >>> TEST  @Epoch: 428  >>> 
2023-09-22 16:57:36,473:	[Wall TIME] >>> ChiefCoach.train takes 1.343545 seconds ...
2023-09-22 16:57:36,533:	[Coach] >>> TRAIN @Epoch: 429  >>>  || LOSS Avg: 0.05745
2023-09-22 16:57:36,533:	[Coach] >>> VALID @Epoch: 429  >>> 
2023-09-22 16:57:36,533:	[Coach] >>> TEST  @Epoch: 429  >>> 
2023-09-22 16:57:37,943:	[Wall TIME] >>> ChiefCoach.train takes 1.409784 seconds ...
2023-09-22 16:57:38,832:	[Wall TIME] >>> ChiefCoach.valid takes 0.834257 seconds ...
2023-09-22 16:57:38,832:	[Coach] >>> TRAIN @Epoch: 430  >>>  || LOSS Avg: 0.05670
2023-09-22 16:57:38,832:	[Coach] >>> VALID @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0352 || HITRATE@10 Avg: 0.0526 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0294
2023-09-22 16:57:38,832:	[Coach] >>> TEST  @Epoch: 430  >>> 
2023-09-22 16:57:40,132:	[Wall TIME] >>> ChiefCoach.train takes 1.300032 seconds ...
2023-09-22 16:57:40,190:	[Coach] >>> TRAIN @Epoch: 431  >>>  || LOSS Avg: 0.05688
2023-09-22 16:57:40,191:	[Coach] >>> VALID @Epoch: 431  >>> 
2023-09-22 16:57:40,191:	[Coach] >>> TEST  @Epoch: 431  >>> 
2023-09-22 16:57:41,698:	[Wall TIME] >>> ChiefCoach.train takes 1.507367 seconds ...
2023-09-22 16:57:42,306:	[Coach] >>> TRAIN @Epoch: 432  >>>  || LOSS Avg: 0.05696
2023-09-22 16:57:42,307:	[Coach] >>> VALID @Epoch: 432  >>> 
2023-09-22 16:57:42,308:	[Coach] >>> TEST  @Epoch: 432  >>> 
2023-09-22 16:57:43,824:	[Wall TIME] >>> ChiefCoach.train takes 1.516231 seconds ...
2023-09-22 16:57:43,882:	[Coach] >>> TRAIN @Epoch: 433  >>>  || LOSS Avg: 0.05689
2023-09-22 16:57:43,882:	[Coach] >>> VALID @Epoch: 433  >>> 
2023-09-22 16:57:43,883:	[Coach] >>> TEST  @Epoch: 433  >>> 
2023-09-22 16:57:45,276:	[Wall TIME] >>> ChiefCoach.train takes 1.393043 seconds ...
2023-09-22 16:57:45,333:	[Coach] >>> TRAIN @Epoch: 434  >>>  || LOSS Avg: 0.05656
2023-09-22 16:57:45,333:	[Coach] >>> VALID @Epoch: 434  >>> 
2023-09-22 16:57:45,333:	[Coach] >>> TEST  @Epoch: 434  >>> 
2023-09-22 16:57:46,801:	[Wall TIME] >>> ChiefCoach.train takes 1.467655 seconds ...
2023-09-22 16:57:47,755:	[Wall TIME] >>> ChiefCoach.valid takes 0.891080 seconds ...
2023-09-22 16:57:47,756:	[Coach] >>> Better ***NDCG@10*** of ***0.0296*** 
2023-09-22 16:57:47,776:	[Coach] >>> TRAIN @Epoch: 435  >>>  || LOSS Avg: 0.05691
2023-09-22 16:57:47,776:	[Coach] >>> VALID @Epoch: 435  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0359 || HITRATE@10 Avg: 0.0528 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0296
2023-09-22 16:57:47,776:	[Coach] >>> TEST  @Epoch: 435  >>> 
2023-09-22 16:57:49,262:	[Wall TIME] >>> ChiefCoach.train takes 1.485951 seconds ...
2023-09-22 16:57:49,467:	[Coach] >>> TRAIN @Epoch: 436  >>>  || LOSS Avg: 0.05700
2023-09-22 16:57:49,467:	[Coach] >>> VALID @Epoch: 436  >>> 
2023-09-22 16:57:49,467:	[Coach] >>> TEST  @Epoch: 436  >>> 
2023-09-22 16:57:50,800:	[Wall TIME] >>> ChiefCoach.train takes 1.332823 seconds ...
2023-09-22 16:57:50,999:	[Coach] >>> TRAIN @Epoch: 437  >>>  || LOSS Avg: 0.05651
2023-09-22 16:57:50,999:	[Coach] >>> VALID @Epoch: 437  >>> 
2023-09-22 16:57:50,999:	[Coach] >>> TEST  @Epoch: 437  >>> 
2023-09-22 16:57:52,453:	[Wall TIME] >>> ChiefCoach.train takes 1.453221 seconds ...
2023-09-22 16:57:52,577:	[Coach] >>> TRAIN @Epoch: 438  >>>  || LOSS Avg: 0.05669
2023-09-22 16:57:52,578:	[Coach] >>> VALID @Epoch: 438  >>> 
2023-09-22 16:57:52,578:	[Coach] >>> TEST  @Epoch: 438  >>> 
2023-09-22 16:57:53,976:	[Wall TIME] >>> ChiefCoach.train takes 1.398461 seconds ...
2023-09-22 16:57:54,048:	[Coach] >>> TRAIN @Epoch: 439  >>>  || LOSS Avg: 0.05671
2023-09-22 16:57:54,049:	[Coach] >>> VALID @Epoch: 439  >>> 
2023-09-22 16:57:54,049:	[Coach] >>> TEST  @Epoch: 439  >>> 
2023-09-22 16:57:55,444:	[Wall TIME] >>> ChiefCoach.train takes 1.394902 seconds ...
2023-09-22 16:57:56,599:	[Wall TIME] >>> ChiefCoach.valid takes 1.007730 seconds ...
2023-09-22 16:57:56,600:	[Coach] >>> TRAIN @Epoch: 440  >>>  || LOSS Avg: 0.05683
2023-09-22 16:57:56,600:	[Coach] >>> VALID @Epoch: 440  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0529 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0295
2023-09-22 16:57:56,600:	[Coach] >>> TEST  @Epoch: 440  >>> 
2023-09-22 16:57:57,866:	[Wall TIME] >>> ChiefCoach.train takes 1.266046 seconds ...
2023-09-22 16:57:57,932:	[Coach] >>> TRAIN @Epoch: 441  >>>  || LOSS Avg: 0.05711
2023-09-22 16:57:57,933:	[Coach] >>> VALID @Epoch: 441  >>> 
2023-09-22 16:57:57,933:	[Coach] >>> TEST  @Epoch: 441  >>> 
2023-09-22 16:57:59,176:	[Wall TIME] >>> ChiefCoach.train takes 1.243028 seconds ...
2023-09-22 16:57:59,289:	[Coach] >>> TRAIN @Epoch: 442  >>>  || LOSS Avg: 0.05698
2023-09-22 16:57:59,289:	[Coach] >>> VALID @Epoch: 442  >>> 
2023-09-22 16:57:59,289:	[Coach] >>> TEST  @Epoch: 442  >>> 
2023-09-22 16:58:00,541:	[Wall TIME] >>> ChiefCoach.train takes 1.252460 seconds ...
2023-09-22 16:58:00,790:	[Coach] >>> TRAIN @Epoch: 443  >>>  || LOSS Avg: 0.05669
2023-09-22 16:58:00,790:	[Coach] >>> VALID @Epoch: 443  >>> 
2023-09-22 16:58:00,790:	[Coach] >>> TEST  @Epoch: 443  >>> 
2023-09-22 16:58:02,007:	[Wall TIME] >>> ChiefCoach.train takes 1.217055 seconds ...
2023-09-22 16:58:02,071:	[Coach] >>> TRAIN @Epoch: 444  >>>  || LOSS Avg: 0.05665
2023-09-22 16:58:02,071:	[Coach] >>> VALID @Epoch: 444  >>> 
2023-09-22 16:58:02,071:	[Coach] >>> TEST  @Epoch: 444  >>> 
2023-09-22 16:58:03,278:	[Wall TIME] >>> ChiefCoach.train takes 1.207168 seconds ...
2023-09-22 16:58:04,201:	[Wall TIME] >>> ChiefCoach.valid takes 0.864778 seconds ...
2023-09-22 16:58:04,201:	[Coach] >>> TRAIN @Epoch: 445  >>>  || LOSS Avg: 0.05651
2023-09-22 16:58:04,201:	[Coach] >>> VALID @Epoch: 445  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0350 || HITRATE@10 Avg: 0.0520 || NDCG@5 Avg: 0.0235 || NDCG@10 Avg: 0.0290
2023-09-22 16:58:04,201:	[Coach] >>> TEST  @Epoch: 445  >>> 
2023-09-22 16:58:05,494:	[Wall TIME] >>> ChiefCoach.train takes 1.293030 seconds ...
2023-09-22 16:58:05,561:	[Coach] >>> TRAIN @Epoch: 446  >>>  || LOSS Avg: 0.05647
2023-09-22 16:58:05,561:	[Coach] >>> VALID @Epoch: 446  >>> 
2023-09-22 16:58:05,561:	[Coach] >>> TEST  @Epoch: 446  >>> 
2023-09-22 16:58:06,900:	[Wall TIME] >>> ChiefCoach.train takes 1.338367 seconds ...
2023-09-22 16:58:06,964:	[Coach] >>> TRAIN @Epoch: 447  >>>  || LOSS Avg: 0.05689
2023-09-22 16:58:06,964:	[Coach] >>> VALID @Epoch: 447  >>> 
2023-09-22 16:58:06,964:	[Coach] >>> TEST  @Epoch: 447  >>> 
2023-09-22 16:58:08,231:	[Wall TIME] >>> ChiefCoach.train takes 1.266645 seconds ...
2023-09-22 16:58:08,420:	[Coach] >>> TRAIN @Epoch: 448  >>>  || LOSS Avg: 0.05635
2023-09-22 16:58:08,420:	[Coach] >>> VALID @Epoch: 448  >>> 
2023-09-22 16:58:08,420:	[Coach] >>> TEST  @Epoch: 448  >>> 
2023-09-22 16:58:09,621:	[Wall TIME] >>> ChiefCoach.train takes 1.200752 seconds ...
2023-09-22 16:58:09,735:	[Coach] >>> TRAIN @Epoch: 449  >>>  || LOSS Avg: 0.05684
2023-09-22 16:58:09,736:	[Coach] >>> VALID @Epoch: 449  >>> 
2023-09-22 16:58:09,736:	[Coach] >>> TEST  @Epoch: 449  >>> 
2023-09-22 16:58:10,924:	[Wall TIME] >>> ChiefCoach.train takes 1.188143 seconds ...
2023-09-22 16:58:11,866:	[Wall TIME] >>> ChiefCoach.valid takes 0.882189 seconds ...
2023-09-22 16:58:11,866:	[Coach] >>> TRAIN @Epoch: 450  >>>  || LOSS Avg: 0.05641
2023-09-22 16:58:11,866:	[Coach] >>> VALID @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0347 || HITRATE@10 Avg: 0.0519 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0290
2023-09-22 16:58:11,866:	[Coach] >>> TEST  @Epoch: 450  >>> 
2023-09-22 16:58:13,086:	[Wall TIME] >>> ChiefCoach.train takes 1.219765 seconds ...
2023-09-22 16:58:13,231:	[Coach] >>> TRAIN @Epoch: 451  >>>  || LOSS Avg: 0.05662
2023-09-22 16:58:13,232:	[Coach] >>> VALID @Epoch: 451  >>> 
2023-09-22 16:58:13,232:	[Coach] >>> TEST  @Epoch: 451  >>> 
2023-09-22 16:58:14,525:	[Wall TIME] >>> ChiefCoach.train takes 1.292798 seconds ...
2023-09-22 16:58:14,593:	[Coach] >>> TRAIN @Epoch: 452  >>>  || LOSS Avg: 0.05645
2023-09-22 16:58:14,593:	[Coach] >>> VALID @Epoch: 452  >>> 
2023-09-22 16:58:14,593:	[Coach] >>> TEST  @Epoch: 452  >>> 
2023-09-22 16:58:15,966:	[Wall TIME] >>> ChiefCoach.train takes 1.373067 seconds ...
2023-09-22 16:58:16,024:	[Coach] >>> TRAIN @Epoch: 453  >>>  || LOSS Avg: 0.05635
2023-09-22 16:58:16,024:	[Coach] >>> VALID @Epoch: 453  >>> 
2023-09-22 16:58:16,024:	[Coach] >>> TEST  @Epoch: 453  >>> 
2023-09-22 16:58:17,230:	[Wall TIME] >>> ChiefCoach.train takes 1.205154 seconds ...
2023-09-22 16:58:17,289:	[Coach] >>> TRAIN @Epoch: 454  >>>  || LOSS Avg: 0.05673
2023-09-22 16:58:17,289:	[Coach] >>> VALID @Epoch: 454  >>> 
2023-09-22 16:58:17,289:	[Coach] >>> TEST  @Epoch: 454  >>> 
2023-09-22 16:58:18,516:	[Wall TIME] >>> ChiefCoach.train takes 1.225895 seconds ...
2023-09-22 16:58:19,481:	[Wall TIME] >>> ChiefCoach.valid takes 0.903907 seconds ...
2023-09-22 16:58:19,481:	[Coach] >>> Better ***NDCG@10*** of ***0.0296*** 
2023-09-22 16:58:19,502:	[Coach] >>> TRAIN @Epoch: 455  >>>  || LOSS Avg: 0.05644
2023-09-22 16:58:19,502:	[Coach] >>> VALID @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0350 || HITRATE@10 Avg: 0.0533 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0296
2023-09-22 16:58:19,502:	[Coach] >>> TEST  @Epoch: 455  >>> 
2023-09-22 16:58:20,701:	[Wall TIME] >>> ChiefCoach.train takes 1.199104 seconds ...
2023-09-22 16:58:21,272:	[Coach] >>> TRAIN @Epoch: 456  >>>  || LOSS Avg: 0.05673
2023-09-22 16:58:21,272:	[Coach] >>> VALID @Epoch: 456  >>> 
2023-09-22 16:58:21,272:	[Coach] >>> TEST  @Epoch: 456  >>> 
2023-09-22 16:58:22,702:	[Wall TIME] >>> ChiefCoach.train takes 1.429956 seconds ...
2023-09-22 16:58:22,999:	[Coach] >>> TRAIN @Epoch: 457  >>>  || LOSS Avg: 0.05640
2023-09-22 16:58:23,000:	[Coach] >>> VALID @Epoch: 457  >>> 
2023-09-22 16:58:23,000:	[Coach] >>> TEST  @Epoch: 457  >>> 
2023-09-22 16:58:24,358:	[Wall TIME] >>> ChiefCoach.train takes 1.357158 seconds ...
2023-09-22 16:58:24,417:	[Coach] >>> TRAIN @Epoch: 458  >>>  || LOSS Avg: 0.05688
2023-09-22 16:58:24,417:	[Coach] >>> VALID @Epoch: 458  >>> 
2023-09-22 16:58:24,417:	[Coach] >>> TEST  @Epoch: 458  >>> 
2023-09-22 16:58:25,969:	[Wall TIME] >>> ChiefCoach.train takes 1.551272 seconds ...
2023-09-22 16:58:26,270:	[Coach] >>> TRAIN @Epoch: 459  >>>  || LOSS Avg: 0.05642
2023-09-22 16:58:26,513:	[Coach] >>> VALID @Epoch: 459  >>> 
2023-09-22 16:58:26,514:	[Coach] >>> TEST  @Epoch: 459  >>> 
2023-09-22 16:58:27,988:	[Wall TIME] >>> ChiefCoach.train takes 1.473920 seconds ...
2023-09-22 16:58:28,906:	[Wall TIME] >>> ChiefCoach.valid takes 0.851106 seconds ...
2023-09-22 16:58:28,907:	[Coach] >>> TRAIN @Epoch: 460  >>>  || LOSS Avg: 0.05642
2023-09-22 16:58:28,907:	[Coach] >>> VALID @Epoch: 460  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0350 || HITRATE@10 Avg: 0.0527 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0293
2023-09-22 16:58:28,907:	[Coach] >>> TEST  @Epoch: 460  >>> 
2023-09-22 16:58:30,306:	[Wall TIME] >>> ChiefCoach.train takes 1.399087 seconds ...
2023-09-22 16:58:30,368:	[Coach] >>> TRAIN @Epoch: 461  >>>  || LOSS Avg: 0.05709
2023-09-22 16:58:30,368:	[Coach] >>> VALID @Epoch: 461  >>> 
2023-09-22 16:58:30,368:	[Coach] >>> TEST  @Epoch: 461  >>> 
2023-09-22 16:58:31,705:	[Wall TIME] >>> ChiefCoach.train takes 1.336552 seconds ...
2023-09-22 16:58:31,788:	[Coach] >>> TRAIN @Epoch: 462  >>>  || LOSS Avg: 0.05644
2023-09-22 16:58:31,788:	[Coach] >>> VALID @Epoch: 462  >>> 
2023-09-22 16:58:31,788:	[Coach] >>> TEST  @Epoch: 462  >>> 
2023-09-22 16:58:33,173:	[Wall TIME] >>> ChiefCoach.train takes 1.384443 seconds ...
2023-09-22 16:58:33,233:	[Coach] >>> TRAIN @Epoch: 463  >>>  || LOSS Avg: 0.05666
2023-09-22 16:58:33,233:	[Coach] >>> VALID @Epoch: 463  >>> 
2023-09-22 16:58:33,233:	[Coach] >>> TEST  @Epoch: 463  >>> 
2023-09-22 16:58:34,813:	[Wall TIME] >>> ChiefCoach.train takes 1.579389 seconds ...
2023-09-22 16:58:34,875:	[Coach] >>> TRAIN @Epoch: 464  >>>  || LOSS Avg: 0.05598
2023-09-22 16:58:34,877:	[Coach] >>> VALID @Epoch: 464  >>> 
2023-09-22 16:58:34,877:	[Coach] >>> TEST  @Epoch: 464  >>> 
2023-09-22 16:58:36,188:	[Wall TIME] >>> ChiefCoach.train takes 1.311021 seconds ...
2023-09-22 16:58:37,137:	[Wall TIME] >>> ChiefCoach.valid takes 0.882856 seconds ...
2023-09-22 16:58:37,138:	[Coach] >>> TRAIN @Epoch: 465  >>>  || LOSS Avg: 0.05610
2023-09-22 16:58:37,138:	[Coach] >>> VALID @Epoch: 465  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0350 || HITRATE@10 Avg: 0.0528 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0295
2023-09-22 16:58:37,138:	[Coach] >>> TEST  @Epoch: 465  >>> 
2023-09-22 16:58:38,410:	[Wall TIME] >>> ChiefCoach.train takes 1.272013 seconds ...
2023-09-22 16:58:38,741:	[Coach] >>> TRAIN @Epoch: 466  >>>  || LOSS Avg: 0.05652
2023-09-22 16:58:38,741:	[Coach] >>> VALID @Epoch: 466  >>> 
2023-09-22 16:58:38,741:	[Coach] >>> TEST  @Epoch: 466  >>> 
2023-09-22 16:58:40,249:	[Wall TIME] >>> ChiefCoach.train takes 1.507534 seconds ...
2023-09-22 16:58:40,307:	[Coach] >>> TRAIN @Epoch: 467  >>>  || LOSS Avg: 0.05621
2023-09-22 16:58:40,307:	[Coach] >>> VALID @Epoch: 467  >>> 
2023-09-22 16:58:40,307:	[Coach] >>> TEST  @Epoch: 467  >>> 
2023-09-22 16:58:41,680:	[Wall TIME] >>> ChiefCoach.train takes 1.372737 seconds ...
2023-09-22 16:58:41,737:	[Coach] >>> TRAIN @Epoch: 468  >>>  || LOSS Avg: 0.05645
2023-09-22 16:58:41,738:	[Coach] >>> VALID @Epoch: 468  >>> 
2023-09-22 16:58:41,738:	[Coach] >>> TEST  @Epoch: 468  >>> 
2023-09-22 16:58:43,083:	[Wall TIME] >>> ChiefCoach.train takes 1.345541 seconds ...
2023-09-22 16:58:43,285:	[Coach] >>> TRAIN @Epoch: 469  >>>  || LOSS Avg: 0.05611
2023-09-22 16:58:43,285:	[Coach] >>> VALID @Epoch: 469  >>> 
2023-09-22 16:58:43,285:	[Coach] >>> TEST  @Epoch: 469  >>> 
2023-09-22 16:58:44,748:	[Wall TIME] >>> ChiefCoach.train takes 1.462920 seconds ...
2023-09-22 16:58:45,690:	[Wall TIME] >>> ChiefCoach.valid takes 0.830923 seconds ...
2023-09-22 16:58:45,691:	[Coach] >>> TRAIN @Epoch: 470  >>>  || LOSS Avg: 0.05594
2023-09-22 16:58:45,691:	[Coach] >>> VALID @Epoch: 470  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0346 || HITRATE@10 Avg: 0.0533 || NDCG@5 Avg: 0.0235 || NDCG@10 Avg: 0.0295
2023-09-22 16:58:45,691:	[Coach] >>> TEST  @Epoch: 470  >>> 
2023-09-22 16:58:47,213:	[Wall TIME] >>> ChiefCoach.train takes 1.521847 seconds ...
2023-09-22 16:58:47,287:	[Coach] >>> TRAIN @Epoch: 471  >>>  || LOSS Avg: 0.05601
2023-09-22 16:58:47,287:	[Coach] >>> VALID @Epoch: 471  >>> 
2023-09-22 16:58:47,287:	[Coach] >>> TEST  @Epoch: 471  >>> 
2023-09-22 16:58:48,651:	[Wall TIME] >>> ChiefCoach.train takes 1.363019 seconds ...
2023-09-22 16:58:48,717:	[Coach] >>> TRAIN @Epoch: 472  >>>  || LOSS Avg: 0.05638
2023-09-22 16:58:48,717:	[Coach] >>> VALID @Epoch: 472  >>> 
2023-09-22 16:58:48,717:	[Coach] >>> TEST  @Epoch: 472  >>> 
2023-09-22 16:58:50,085:	[Wall TIME] >>> ChiefCoach.train takes 1.368364 seconds ...
2023-09-22 16:58:50,157:	[Coach] >>> TRAIN @Epoch: 473  >>>  || LOSS Avg: 0.05579
2023-09-22 16:58:50,157:	[Coach] >>> VALID @Epoch: 473  >>> 
2023-09-22 16:58:50,158:	[Coach] >>> TEST  @Epoch: 473  >>> 
2023-09-22 16:58:51,699:	[Wall TIME] >>> ChiefCoach.train takes 1.541039 seconds ...
2023-09-22 16:58:51,764:	[Coach] >>> TRAIN @Epoch: 474  >>>  || LOSS Avg: 0.05582
2023-09-22 16:58:51,764:	[Coach] >>> VALID @Epoch: 474  >>> 
2023-09-22 16:58:51,764:	[Coach] >>> TEST  @Epoch: 474  >>> 
2023-09-22 16:58:53,325:	[Wall TIME] >>> ChiefCoach.train takes 1.560939 seconds ...
2023-09-22 16:58:54,241:	[Wall TIME] >>> ChiefCoach.valid takes 0.842914 seconds ...
2023-09-22 16:58:54,241:	[Coach] >>> TRAIN @Epoch: 475  >>>  || LOSS Avg: 0.05655
2023-09-22 16:58:54,241:	[Coach] >>> VALID @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0116 || HITRATE@5 Avg: 0.0352 || HITRATE@10 Avg: 0.0527 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0293
2023-09-22 16:58:54,241:	[Coach] >>> TEST  @Epoch: 475  >>> 
2023-09-22 16:58:55,611:	[Wall TIME] >>> ChiefCoach.train takes 1.369255 seconds ...
2023-09-22 16:58:55,670:	[Coach] >>> TRAIN @Epoch: 476  >>>  || LOSS Avg: 0.05675
2023-09-22 16:58:55,670:	[Coach] >>> VALID @Epoch: 476  >>> 
2023-09-22 16:58:55,671:	[Coach] >>> TEST  @Epoch: 476  >>> 
2023-09-22 16:58:57,389:	[Wall TIME] >>> ChiefCoach.train takes 1.718298 seconds ...
2023-09-22 16:58:57,476:	[Coach] >>> TRAIN @Epoch: 477  >>>  || LOSS Avg: 0.05647
2023-09-22 16:58:57,476:	[Coach] >>> VALID @Epoch: 477  >>> 
2023-09-22 16:58:57,476:	[Coach] >>> TEST  @Epoch: 477  >>> 
2023-09-22 16:58:58,841:	[Wall TIME] >>> ChiefCoach.train takes 1.364399 seconds ...
2023-09-22 16:58:59,009:	[Coach] >>> TRAIN @Epoch: 478  >>>  || LOSS Avg: 0.05653
2023-09-22 16:58:59,009:	[Coach] >>> VALID @Epoch: 478  >>> 
2023-09-22 16:58:59,009:	[Coach] >>> TEST  @Epoch: 478  >>> 
2023-09-22 16:59:00,382:	[Wall TIME] >>> ChiefCoach.train takes 1.373460 seconds ...
2023-09-22 16:59:00,436:	[Coach] >>> TRAIN @Epoch: 479  >>>  || LOSS Avg: 0.05586
2023-09-22 16:59:00,437:	[Coach] >>> VALID @Epoch: 479  >>> 
2023-09-22 16:59:00,437:	[Coach] >>> TEST  @Epoch: 479  >>> 
2023-09-22 16:59:01,989:	[Wall TIME] >>> ChiefCoach.train takes 1.552484 seconds ...
2023-09-22 16:59:02,952:	[Wall TIME] >>> ChiefCoach.valid takes 0.905189 seconds ...
2023-09-22 16:59:02,953:	[Coach] >>> TRAIN @Epoch: 480  >>>  || LOSS Avg: 0.05534
2023-09-22 16:59:02,953:	[Coach] >>> VALID @Epoch: 480  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0533 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0294
2023-09-22 16:59:02,953:	[Coach] >>> TEST  @Epoch: 480  >>> 
2023-09-22 16:59:04,587:	[Wall TIME] >>> ChiefCoach.train takes 1.633420 seconds ...
2023-09-22 16:59:04,649:	[Coach] >>> TRAIN @Epoch: 481  >>>  || LOSS Avg: 0.05574
2023-09-22 16:59:04,649:	[Coach] >>> VALID @Epoch: 481  >>> 
2023-09-22 16:59:04,649:	[Coach] >>> TEST  @Epoch: 481  >>> 
2023-09-22 16:59:06,092:	[Wall TIME] >>> ChiefCoach.train takes 1.442794 seconds ...
2023-09-22 16:59:06,147:	[Coach] >>> TRAIN @Epoch: 482  >>>  || LOSS Avg: 0.05595
2023-09-22 16:59:06,148:	[Coach] >>> VALID @Epoch: 482  >>> 
2023-09-22 16:59:06,148:	[Coach] >>> TEST  @Epoch: 482  >>> 
2023-09-22 16:59:07,662:	[Wall TIME] >>> ChiefCoach.train takes 1.514243 seconds ...
2023-09-22 16:59:07,716:	[Coach] >>> TRAIN @Epoch: 483  >>>  || LOSS Avg: 0.05574
2023-09-22 16:59:07,717:	[Coach] >>> VALID @Epoch: 483  >>> 
2023-09-22 16:59:07,717:	[Coach] >>> TEST  @Epoch: 483  >>> 
2023-09-22 16:59:09,124:	[Wall TIME] >>> ChiefCoach.train takes 1.406777 seconds ...
2023-09-22 16:59:09,178:	[Coach] >>> TRAIN @Epoch: 484  >>>  || LOSS Avg: 0.05601
2023-09-22 16:59:09,178:	[Coach] >>> VALID @Epoch: 484  >>> 
2023-09-22 16:59:09,178:	[Coach] >>> TEST  @Epoch: 484  >>> 
2023-09-22 16:59:10,509:	[Wall TIME] >>> ChiefCoach.train takes 1.331045 seconds ...
2023-09-22 16:59:11,426:	[Wall TIME] >>> ChiefCoach.valid takes 0.838089 seconds ...
2023-09-22 16:59:11,427:	[Coach] >>> TRAIN @Epoch: 485  >>>  || LOSS Avg: 0.05617
2023-09-22 16:59:11,427:	[Coach] >>> VALID @Epoch: 485  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0355 || HITRATE@10 Avg: 0.0527 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0293
2023-09-22 16:59:11,427:	[Coach] >>> TEST  @Epoch: 485  >>> 
2023-09-22 16:59:12,984:	[Wall TIME] >>> ChiefCoach.train takes 1.556736 seconds ...
2023-09-22 16:59:13,065:	[Coach] >>> TRAIN @Epoch: 486  >>>  || LOSS Avg: 0.05611
2023-09-22 16:59:13,065:	[Coach] >>> VALID @Epoch: 486  >>> 
2023-09-22 16:59:13,065:	[Coach] >>> TEST  @Epoch: 486  >>> 
2023-09-22 16:59:14,825:	[Wall TIME] >>> ChiefCoach.train takes 1.759798 seconds ...
2023-09-22 16:59:14,886:	[Coach] >>> TRAIN @Epoch: 487  >>>  || LOSS Avg: 0.05599
2023-09-22 16:59:14,887:	[Coach] >>> VALID @Epoch: 487  >>> 
2023-09-22 16:59:14,887:	[Coach] >>> TEST  @Epoch: 487  >>> 
2023-09-22 16:59:16,747:	[Wall TIME] >>> ChiefCoach.train takes 1.860423 seconds ...
2023-09-22 16:59:16,850:	[Coach] >>> TRAIN @Epoch: 488  >>>  || LOSS Avg: 0.05564
2023-09-22 16:59:16,850:	[Coach] >>> VALID @Epoch: 488  >>> 
2023-09-22 16:59:16,850:	[Coach] >>> TEST  @Epoch: 488  >>> 
2023-09-22 16:59:18,342:	[Wall TIME] >>> ChiefCoach.train takes 1.491974 seconds ...
2023-09-22 16:59:18,398:	[Coach] >>> TRAIN @Epoch: 489  >>>  || LOSS Avg: 0.05593
2023-09-22 16:59:18,399:	[Coach] >>> VALID @Epoch: 489  >>> 
2023-09-22 16:59:18,399:	[Coach] >>> TEST  @Epoch: 489  >>> 
2023-09-22 16:59:20,231:	[Wall TIME] >>> ChiefCoach.train takes 1.831694 seconds ...
2023-09-22 16:59:21,187:	[Wall TIME] >>> ChiefCoach.valid takes 0.847502 seconds ...
2023-09-22 16:59:21,187:	[Coach] >>> TRAIN @Epoch: 490  >>>  || LOSS Avg: 0.05597
2023-09-22 16:59:21,187:	[Coach] >>> VALID @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0355 || HITRATE@10 Avg: 0.0530 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0295
2023-09-22 16:59:21,187:	[Coach] >>> TEST  @Epoch: 490  >>> 
2023-09-22 16:59:22,724:	[Wall TIME] >>> ChiefCoach.train takes 1.536188 seconds ...
2023-09-22 16:59:23,061:	[Coach] >>> TRAIN @Epoch: 491  >>>  || LOSS Avg: 0.05578
2023-09-22 16:59:23,062:	[Coach] >>> VALID @Epoch: 491  >>> 
2023-09-22 16:59:23,062:	[Coach] >>> TEST  @Epoch: 491  >>> 
2023-09-22 16:59:24,848:	[Wall TIME] >>> ChiefCoach.train takes 1.785989 seconds ...
2023-09-22 16:59:24,923:	[Coach] >>> TRAIN @Epoch: 492  >>>  || LOSS Avg: 0.05610
2023-09-22 16:59:24,923:	[Coach] >>> VALID @Epoch: 492  >>> 
2023-09-22 16:59:24,924:	[Coach] >>> TEST  @Epoch: 492  >>> 
2023-09-22 16:59:26,418:	[Wall TIME] >>> ChiefCoach.train takes 1.494241 seconds ...
2023-09-22 16:59:26,563:	[Coach] >>> TRAIN @Epoch: 493  >>>  || LOSS Avg: 0.05551
2023-09-22 16:59:26,564:	[Coach] >>> VALID @Epoch: 493  >>> 
2023-09-22 16:59:26,564:	[Coach] >>> TEST  @Epoch: 493  >>> 
2023-09-22 16:59:28,158:	[Wall TIME] >>> ChiefCoach.train takes 1.593323 seconds ...
2023-09-22 16:59:28,229:	[Coach] >>> TRAIN @Epoch: 494  >>>  || LOSS Avg: 0.05593
2023-09-22 16:59:28,229:	[Coach] >>> VALID @Epoch: 494  >>> 
2023-09-22 16:59:28,229:	[Coach] >>> TEST  @Epoch: 494  >>> 
2023-09-22 16:59:29,724:	[Wall TIME] >>> ChiefCoach.train takes 1.494282 seconds ...
2023-09-22 16:59:30,636:	[Wall TIME] >>> ChiefCoach.valid takes 0.834359 seconds ...
2023-09-22 16:59:30,636:	[Coach] >>> TRAIN @Epoch: 495  >>>  || LOSS Avg: 0.05529
2023-09-22 16:59:30,636:	[Coach] >>> VALID @Epoch: 495  >>>  || HITRATE@1 Avg: 0.0116 || HITRATE@5 Avg: 0.0352 || HITRATE@10 Avg: 0.0531 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0296
2023-09-22 16:59:30,637:	[Coach] >>> TEST  @Epoch: 495  >>> 
2023-09-22 16:59:32,171:	[Wall TIME] >>> ChiefCoach.train takes 1.533871 seconds ...
2023-09-22 16:59:32,247:	[Coach] >>> TRAIN @Epoch: 496  >>>  || LOSS Avg: 0.05554
2023-09-22 16:59:32,247:	[Coach] >>> VALID @Epoch: 496  >>> 
2023-09-22 16:59:32,247:	[Coach] >>> TEST  @Epoch: 496  >>> 
2023-09-22 16:59:33,633:	[Wall TIME] >>> ChiefCoach.train takes 1.385900 seconds ...
2023-09-22 16:59:33,691:	[Coach] >>> TRAIN @Epoch: 497  >>>  || LOSS Avg: 0.05560
2023-09-22 16:59:33,691:	[Coach] >>> VALID @Epoch: 497  >>> 
2023-09-22 16:59:33,691:	[Coach] >>> TEST  @Epoch: 497  >>> 
2023-09-22 16:59:35,036:	[Wall TIME] >>> ChiefCoach.train takes 1.344488 seconds ...
2023-09-22 16:59:35,410:	[Coach] >>> TRAIN @Epoch: 498  >>>  || LOSS Avg: 0.05556
2023-09-22 16:59:35,410:	[Coach] >>> VALID @Epoch: 498  >>> 
2023-09-22 16:59:35,410:	[Coach] >>> TEST  @Epoch: 498  >>> 
2023-09-22 16:59:36,841:	[Wall TIME] >>> ChiefCoach.train takes 1.430972 seconds ...
2023-09-22 16:59:36,900:	[Coach] >>> TRAIN @Epoch: 499  >>>  || LOSS Avg: 0.05564
2023-09-22 16:59:36,900:	[Coach] >>> VALID @Epoch: 499  >>> 
2023-09-22 16:59:36,900:	[Coach] >>> TEST  @Epoch: 499  >>> 
2023-09-22 16:59:38,601:	[Wall TIME] >>> ChiefCoach.train takes 1.700511 seconds ...
2023-09-22 16:59:39,488:	[Wall TIME] >>> ChiefCoach.valid takes 0.827288 seconds ...
2023-09-22 16:59:39,488:	[Coach] >>> Better ***NDCG@10*** of ***0.0300*** 
2023-09-22 16:59:39,510:	[Coach] >>> TRAIN @Epoch: 500  >>>  || LOSS Avg: 0.05572
2023-09-22 16:59:39,510:	[Coach] >>> VALID @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0122 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0536 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0300
2023-09-22 16:59:39,510:	[Coach] >>> TEST  @Epoch: 500  >>> 
2023-09-22 16:59:40,939:	[Wall TIME] >>> ChiefCoach.train takes 1.428524 seconds ...
2023-09-22 16:59:41,139:	[Coach] >>> TRAIN @Epoch: 501  >>>  || LOSS Avg: 0.05555
2023-09-22 16:59:41,139:	[Coach] >>> VALID @Epoch: 501  >>> 
2023-09-22 16:59:41,139:	[Coach] >>> TEST  @Epoch: 501  >>> 
2023-09-22 16:59:42,504:	[Wall TIME] >>> ChiefCoach.train takes 1.364554 seconds ...
2023-09-22 16:59:42,635:	[Coach] >>> TRAIN @Epoch: 502  >>>  || LOSS Avg: 0.05553
2023-09-22 16:59:42,636:	[Coach] >>> VALID @Epoch: 502  >>> 
2023-09-22 16:59:42,636:	[Coach] >>> TEST  @Epoch: 502  >>> 
2023-09-22 16:59:44,153:	[Wall TIME] >>> ChiefCoach.train takes 1.516973 seconds ...
2023-09-22 16:59:44,313:	[Coach] >>> TRAIN @Epoch: 503  >>>  || LOSS Avg: 0.05549
2023-09-22 16:59:44,313:	[Coach] >>> VALID @Epoch: 503  >>> 
2023-09-22 16:59:44,313:	[Coach] >>> TEST  @Epoch: 503  >>> 
2023-09-22 16:59:45,852:	[Wall TIME] >>> ChiefCoach.train takes 1.538861 seconds ...
2023-09-22 16:59:45,914:	[Coach] >>> TRAIN @Epoch: 504  >>>  || LOSS Avg: 0.05551
2023-09-22 16:59:45,915:	[Coach] >>> VALID @Epoch: 504  >>> 
2023-09-22 16:59:45,915:	[Coach] >>> TEST  @Epoch: 504  >>> 
2023-09-22 16:59:47,333:	[Wall TIME] >>> ChiefCoach.train takes 1.417985 seconds ...
2023-09-22 16:59:48,211:	[Wall TIME] >>> ChiefCoach.valid takes 0.807532 seconds ...
2023-09-22 16:59:48,211:	[Coach] >>> TRAIN @Epoch: 505  >>>  || LOSS Avg: 0.05541
2023-09-22 16:59:48,211:	[Coach] >>> VALID @Epoch: 505  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0527 || NDCG@5 Avg: 0.0243 || NDCG@10 Avg: 0.0295
2023-09-22 16:59:48,211:	[Coach] >>> TEST  @Epoch: 505  >>> 
2023-09-22 16:59:49,731:	[Wall TIME] >>> ChiefCoach.train takes 1.519644 seconds ...
2023-09-22 16:59:49,788:	[Coach] >>> TRAIN @Epoch: 506  >>>  || LOSS Avg: 0.05538
2023-09-22 16:59:49,788:	[Coach] >>> VALID @Epoch: 506  >>> 
2023-09-22 16:59:49,788:	[Coach] >>> TEST  @Epoch: 506  >>> 
2023-09-22 16:59:51,637:	[Wall TIME] >>> ChiefCoach.train takes 1.849461 seconds ...
2023-09-22 16:59:51,703:	[Coach] >>> TRAIN @Epoch: 507  >>>  || LOSS Avg: 0.05541
2023-09-22 16:59:51,703:	[Coach] >>> VALID @Epoch: 507  >>> 
2023-09-22 16:59:51,703:	[Coach] >>> TEST  @Epoch: 507  >>> 
2023-09-22 16:59:53,188:	[Wall TIME] >>> ChiefCoach.train takes 1.484479 seconds ...
2023-09-22 16:59:53,301:	[Coach] >>> TRAIN @Epoch: 508  >>>  || LOSS Avg: 0.05606
2023-09-22 16:59:53,301:	[Coach] >>> VALID @Epoch: 508  >>> 
2023-09-22 16:59:53,301:	[Coach] >>> TEST  @Epoch: 508  >>> 
2023-09-22 16:59:54,704:	[Wall TIME] >>> ChiefCoach.train takes 1.402558 seconds ...
2023-09-22 16:59:55,048:	[Coach] >>> TRAIN @Epoch: 509  >>>  || LOSS Avg: 0.05563
2023-09-22 16:59:55,049:	[Coach] >>> VALID @Epoch: 509  >>> 
2023-09-22 16:59:55,049:	[Coach] >>> TEST  @Epoch: 509  >>> 
2023-09-22 16:59:56,402:	[Wall TIME] >>> ChiefCoach.train takes 1.352973 seconds ...
2023-09-22 16:59:57,759:	[Wall TIME] >>> ChiefCoach.valid takes 0.897435 seconds ...
2023-09-22 16:59:57,760:	[Coach] >>> TRAIN @Epoch: 510  >>>  || LOSS Avg: 0.05541
2023-09-22 16:59:57,760:	[Coach] >>> VALID @Epoch: 510  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0359 || HITRATE@10 Avg: 0.0526 || NDCG@5 Avg: 0.0242 || NDCG@10 Avg: 0.0296
2023-09-22 16:59:57,760:	[Coach] >>> TEST  @Epoch: 510  >>> 
2023-09-22 16:59:59,380:	[Wall TIME] >>> ChiefCoach.train takes 1.620175 seconds ...
2023-09-22 16:59:59,459:	[Coach] >>> TRAIN @Epoch: 511  >>>  || LOSS Avg: 0.05565
2023-09-22 16:59:59,459:	[Coach] >>> VALID @Epoch: 511  >>> 
2023-09-22 16:59:59,459:	[Coach] >>> TEST  @Epoch: 511  >>> 
2023-09-22 17:00:01,188:	[Wall TIME] >>> ChiefCoach.train takes 1.728898 seconds ...
2023-09-22 17:00:01,731:	[Coach] >>> TRAIN @Epoch: 512  >>>  || LOSS Avg: 0.05542
2023-09-22 17:00:01,731:	[Coach] >>> VALID @Epoch: 512  >>> 
2023-09-22 17:00:01,731:	[Coach] >>> TEST  @Epoch: 512  >>> 
2023-09-22 17:00:03,308:	[Wall TIME] >>> ChiefCoach.train takes 1.576310 seconds ...
2023-09-22 17:00:03,432:	[Coach] >>> TRAIN @Epoch: 513  >>>  || LOSS Avg: 0.05533
2023-09-22 17:00:03,432:	[Coach] >>> VALID @Epoch: 513  >>> 
2023-09-22 17:00:03,432:	[Coach] >>> TEST  @Epoch: 513  >>> 
2023-09-22 17:00:05,025:	[Wall TIME] >>> ChiefCoach.train takes 1.592155 seconds ...
2023-09-22 17:00:05,145:	[Coach] >>> TRAIN @Epoch: 514  >>>  || LOSS Avg: 0.05572
2023-09-22 17:00:05,145:	[Coach] >>> VALID @Epoch: 514  >>> 
2023-09-22 17:00:05,145:	[Coach] >>> TEST  @Epoch: 514  >>> 
2023-09-22 17:00:06,688:	[Wall TIME] >>> ChiefCoach.train takes 1.542541 seconds ...
2023-09-22 17:00:07,657:	[Wall TIME] >>> ChiefCoach.valid takes 0.892503 seconds ...
2023-09-22 17:00:07,657:	[Coach] >>> TRAIN @Epoch: 515  >>>  || LOSS Avg: 0.05559
2023-09-22 17:00:07,657:	[Coach] >>> VALID @Epoch: 515  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0529 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0298
2023-09-22 17:00:07,657:	[Coach] >>> TEST  @Epoch: 515  >>> 
2023-09-22 17:00:09,261:	[Wall TIME] >>> ChiefCoach.train takes 1.603588 seconds ...
2023-09-22 17:00:09,463:	[Coach] >>> TRAIN @Epoch: 516  >>>  || LOSS Avg: 0.05528
2023-09-22 17:00:09,463:	[Coach] >>> VALID @Epoch: 516  >>> 
2023-09-22 17:00:09,463:	[Coach] >>> TEST  @Epoch: 516  >>> 
2023-09-22 17:00:11,133:	[Wall TIME] >>> ChiefCoach.train takes 1.669043 seconds ...
2023-09-22 17:00:11,198:	[Coach] >>> TRAIN @Epoch: 517  >>>  || LOSS Avg: 0.05542
2023-09-22 17:00:11,199:	[Coach] >>> VALID @Epoch: 517  >>> 
2023-09-22 17:00:11,199:	[Coach] >>> TEST  @Epoch: 517  >>> 
2023-09-22 17:00:12,802:	[Wall TIME] >>> ChiefCoach.train takes 1.603225 seconds ...
2023-09-22 17:00:12,858:	[Coach] >>> TRAIN @Epoch: 518  >>>  || LOSS Avg: 0.05555
2023-09-22 17:00:12,858:	[Coach] >>> VALID @Epoch: 518  >>> 
2023-09-22 17:00:12,858:	[Coach] >>> TEST  @Epoch: 518  >>> 
2023-09-22 17:00:14,679:	[Wall TIME] >>> ChiefCoach.train takes 1.820739 seconds ...
2023-09-22 17:00:14,735:	[Coach] >>> TRAIN @Epoch: 519  >>>  || LOSS Avg: 0.05548
2023-09-22 17:00:14,735:	[Coach] >>> VALID @Epoch: 519  >>> 
2023-09-22 17:00:14,735:	[Coach] >>> TEST  @Epoch: 519  >>> 
2023-09-22 17:00:16,241:	[Wall TIME] >>> ChiefCoach.train takes 1.505422 seconds ...
2023-09-22 17:00:17,135:	[Wall TIME] >>> ChiefCoach.valid takes 0.839638 seconds ...
2023-09-22 17:00:17,135:	[Coach] >>> TRAIN @Epoch: 520  >>>  || LOSS Avg: 0.05562
2023-09-22 17:00:17,135:	[Coach] >>> VALID @Epoch: 520  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0366 || HITRATE@10 Avg: 0.0536 || NDCG@5 Avg: 0.0243 || NDCG@10 Avg: 0.0298
2023-09-22 17:00:17,135:	[Coach] >>> TEST  @Epoch: 520  >>> 
2023-09-22 17:00:18,520:	[Wall TIME] >>> ChiefCoach.train takes 1.384762 seconds ...
2023-09-22 17:00:18,574:	[Coach] >>> TRAIN @Epoch: 521  >>>  || LOSS Avg: 0.05525
2023-09-22 17:00:18,574:	[Coach] >>> VALID @Epoch: 521  >>> 
2023-09-22 17:00:18,574:	[Coach] >>> TEST  @Epoch: 521  >>> 
2023-09-22 17:00:20,039:	[Wall TIME] >>> ChiefCoach.train takes 1.464753 seconds ...
2023-09-22 17:00:20,096:	[Coach] >>> TRAIN @Epoch: 522  >>>  || LOSS Avg: 0.05537
2023-09-22 17:00:20,096:	[Coach] >>> VALID @Epoch: 522  >>> 
2023-09-22 17:00:20,096:	[Coach] >>> TEST  @Epoch: 522  >>> 
2023-09-22 17:00:21,366:	[Wall TIME] >>> ChiefCoach.train takes 1.269817 seconds ...
2023-09-22 17:00:21,430:	[Coach] >>> TRAIN @Epoch: 523  >>>  || LOSS Avg: 0.05577
2023-09-22 17:00:21,430:	[Coach] >>> VALID @Epoch: 523  >>> 
2023-09-22 17:00:21,430:	[Coach] >>> TEST  @Epoch: 523  >>> 
2023-09-22 17:00:22,889:	[Wall TIME] >>> ChiefCoach.train takes 1.458836 seconds ...
2023-09-22 17:00:22,966:	[Coach] >>> TRAIN @Epoch: 524  >>>  || LOSS Avg: 0.05547
2023-09-22 17:00:22,966:	[Coach] >>> VALID @Epoch: 524  >>> 
2023-09-22 17:00:22,966:	[Coach] >>> TEST  @Epoch: 524  >>> 
2023-09-22 17:00:24,478:	[Wall TIME] >>> ChiefCoach.train takes 1.511027 seconds ...
2023-09-22 17:00:25,359:	[Wall TIME] >>> ChiefCoach.valid takes 0.820440 seconds ...
2023-09-22 17:00:25,360:	[Coach] >>> TRAIN @Epoch: 525  >>>  || LOSS Avg: 0.05526
2023-09-22 17:00:25,360:	[Coach] >>> VALID @Epoch: 525  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0535 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0296
2023-09-22 17:00:25,360:	[Coach] >>> TEST  @Epoch: 525  >>> 
2023-09-22 17:00:27,226:	[Wall TIME] >>> ChiefCoach.train takes 1.866310 seconds ...
2023-09-22 17:00:27,285:	[Coach] >>> TRAIN @Epoch: 526  >>>  || LOSS Avg: 0.05517
2023-09-22 17:00:27,285:	[Coach] >>> VALID @Epoch: 526  >>> 
2023-09-22 17:00:27,285:	[Coach] >>> TEST  @Epoch: 526  >>> 
2023-09-22 17:00:28,852:	[Wall TIME] >>> ChiefCoach.train takes 1.566470 seconds ...
2023-09-22 17:00:28,981:	[Coach] >>> TRAIN @Epoch: 527  >>>  || LOSS Avg: 0.05501
2023-09-22 17:00:28,982:	[Coach] >>> VALID @Epoch: 527  >>> 
2023-09-22 17:00:28,982:	[Coach] >>> TEST  @Epoch: 527  >>> 
2023-09-22 17:00:30,646:	[Wall TIME] >>> ChiefCoach.train takes 1.663788 seconds ...
2023-09-22 17:00:30,711:	[Coach] >>> TRAIN @Epoch: 528  >>>  || LOSS Avg: 0.05490
2023-09-22 17:00:30,712:	[Coach] >>> VALID @Epoch: 528  >>> 
2023-09-22 17:00:30,712:	[Coach] >>> TEST  @Epoch: 528  >>> 
2023-09-22 17:00:32,253:	[Wall TIME] >>> ChiefCoach.train takes 1.540736 seconds ...
2023-09-22 17:00:32,307:	[Coach] >>> TRAIN @Epoch: 529  >>>  || LOSS Avg: 0.05539
2023-09-22 17:00:32,307:	[Coach] >>> VALID @Epoch: 529  >>> 
2023-09-22 17:00:32,307:	[Coach] >>> TEST  @Epoch: 529  >>> 
2023-09-22 17:00:33,867:	[Wall TIME] >>> ChiefCoach.train takes 1.559553 seconds ...
2023-09-22 17:00:35,284:	[Wall TIME] >>> ChiefCoach.valid takes 0.889241 seconds ...
2023-09-22 17:00:35,285:	[Coach] >>> TRAIN @Epoch: 530  >>>  || LOSS Avg: 0.05548
2023-09-22 17:00:35,285:	[Coach] >>> VALID @Epoch: 530  >>>  || HITRATE@1 Avg: 0.0110 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0535 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0293
2023-09-22 17:00:35,285:	[Coach] >>> TEST  @Epoch: 530  >>> 
2023-09-22 17:00:36,672:	[Wall TIME] >>> ChiefCoach.train takes 1.386829 seconds ...
2023-09-22 17:00:36,738:	[Coach] >>> TRAIN @Epoch: 531  >>>  || LOSS Avg: 0.05509
2023-09-22 17:00:36,738:	[Coach] >>> VALID @Epoch: 531  >>> 
2023-09-22 17:00:36,738:	[Coach] >>> TEST  @Epoch: 531  >>> 
2023-09-22 17:00:38,119:	[Wall TIME] >>> ChiefCoach.train takes 1.380888 seconds ...
2023-09-22 17:00:38,179:	[Coach] >>> TRAIN @Epoch: 532  >>>  || LOSS Avg: 0.05505
2023-09-22 17:00:38,179:	[Coach] >>> VALID @Epoch: 532  >>> 
2023-09-22 17:00:38,179:	[Coach] >>> TEST  @Epoch: 532  >>> 
2023-09-22 17:00:39,564:	[Wall TIME] >>> ChiefCoach.train takes 1.385144 seconds ...
2023-09-22 17:00:39,644:	[Coach] >>> TRAIN @Epoch: 533  >>>  || LOSS Avg: 0.05527
2023-09-22 17:00:39,644:	[Coach] >>> VALID @Epoch: 533  >>> 
2023-09-22 17:00:39,644:	[Coach] >>> TEST  @Epoch: 533  >>> 
2023-09-22 17:00:41,073:	[Wall TIME] >>> ChiefCoach.train takes 1.428879 seconds ...
2023-09-22 17:00:41,132:	[Coach] >>> TRAIN @Epoch: 534  >>>  || LOSS Avg: 0.05565
2023-09-22 17:00:41,132:	[Coach] >>> VALID @Epoch: 534  >>> 
2023-09-22 17:00:41,133:	[Coach] >>> TEST  @Epoch: 534  >>> 
2023-09-22 17:00:42,750:	[Wall TIME] >>> ChiefCoach.train takes 1.617562 seconds ...
2023-09-22 17:00:43,844:	[Wall TIME] >>> ChiefCoach.valid takes 0.988665 seconds ...
2023-09-22 17:00:43,844:	[Coach] >>> TRAIN @Epoch: 535  >>>  || LOSS Avg: 0.05527
2023-09-22 17:00:43,844:	[Coach] >>> VALID @Epoch: 535  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0355 || HITRATE@10 Avg: 0.0533 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0294
2023-09-22 17:00:43,844:	[Coach] >>> TEST  @Epoch: 535  >>> 
2023-09-22 17:00:45,326:	[Wall TIME] >>> ChiefCoach.train takes 1.480995 seconds ...
2023-09-22 17:00:45,401:	[Coach] >>> TRAIN @Epoch: 536  >>>  || LOSS Avg: 0.05513
2023-09-22 17:00:45,401:	[Coach] >>> VALID @Epoch: 536  >>> 
2023-09-22 17:00:45,401:	[Coach] >>> TEST  @Epoch: 536  >>> 
2023-09-22 17:00:46,663:	[Wall TIME] >>> ChiefCoach.train takes 1.261255 seconds ...
2023-09-22 17:00:46,736:	[Coach] >>> TRAIN @Epoch: 537  >>>  || LOSS Avg: 0.05546
2023-09-22 17:00:46,736:	[Coach] >>> VALID @Epoch: 537  >>> 
2023-09-22 17:00:46,736:	[Coach] >>> TEST  @Epoch: 537  >>> 
2023-09-22 17:00:48,000:	[Wall TIME] >>> ChiefCoach.train takes 1.263904 seconds ...
2023-09-22 17:00:48,166:	[Coach] >>> TRAIN @Epoch: 538  >>>  || LOSS Avg: 0.05532
2023-09-22 17:00:48,166:	[Coach] >>> VALID @Epoch: 538  >>> 
2023-09-22 17:00:48,167:	[Coach] >>> TEST  @Epoch: 538  >>> 
2023-09-22 17:00:49,412:	[Wall TIME] >>> ChiefCoach.train takes 1.245502 seconds ...
2023-09-22 17:00:49,471:	[Coach] >>> TRAIN @Epoch: 539  >>>  || LOSS Avg: 0.05542
2023-09-22 17:00:49,471:	[Coach] >>> VALID @Epoch: 539  >>> 
2023-09-22 17:00:49,471:	[Coach] >>> TEST  @Epoch: 539  >>> 
2023-09-22 17:00:50,709:	[Wall TIME] >>> ChiefCoach.train takes 1.237664 seconds ...
2023-09-22 17:00:51,782:	[Wall TIME] >>> ChiefCoach.valid takes 0.817750 seconds ...
2023-09-22 17:00:51,783:	[Coach] >>> TRAIN @Epoch: 540  >>>  || LOSS Avg: 0.05509
2023-09-22 17:00:51,783:	[Coach] >>> VALID @Epoch: 540  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0359 || HITRATE@10 Avg: 0.0536 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0295
2023-09-22 17:00:51,783:	[Coach] >>> TEST  @Epoch: 540  >>> 
2023-09-22 17:00:53,051:	[Wall TIME] >>> ChiefCoach.train takes 1.268342 seconds ...
2023-09-22 17:00:53,638:	[Coach] >>> TRAIN @Epoch: 541  >>>  || LOSS Avg: 0.05458
2023-09-22 17:00:53,638:	[Coach] >>> VALID @Epoch: 541  >>> 
2023-09-22 17:00:53,638:	[Coach] >>> TEST  @Epoch: 541  >>> 
2023-09-22 17:00:54,916:	[Wall TIME] >>> ChiefCoach.train takes 1.277477 seconds ...
2023-09-22 17:00:54,975:	[Coach] >>> TRAIN @Epoch: 542  >>>  || LOSS Avg: 0.05492
2023-09-22 17:00:54,975:	[Coach] >>> VALID @Epoch: 542  >>> 
2023-09-22 17:00:54,975:	[Coach] >>> TEST  @Epoch: 542  >>> 
2023-09-22 17:00:56,306:	[Wall TIME] >>> ChiefCoach.train takes 1.330887 seconds ...
2023-09-22 17:00:56,367:	[Coach] >>> TRAIN @Epoch: 543  >>>  || LOSS Avg: 0.05524
2023-09-22 17:00:56,367:	[Coach] >>> VALID @Epoch: 543  >>> 
2023-09-22 17:00:56,367:	[Coach] >>> TEST  @Epoch: 543  >>> 
2023-09-22 17:00:57,609:	[Wall TIME] >>> ChiefCoach.train takes 1.241153 seconds ...
2023-09-22 17:00:57,671:	[Coach] >>> TRAIN @Epoch: 544  >>>  || LOSS Avg: 0.05533
2023-09-22 17:00:57,671:	[Coach] >>> VALID @Epoch: 544  >>> 
2023-09-22 17:00:57,671:	[Coach] >>> TEST  @Epoch: 544  >>> 
2023-09-22 17:00:58,887:	[Wall TIME] >>> ChiefCoach.train takes 1.215833 seconds ...
2023-09-22 17:00:59,919:	[Wall TIME] >>> ChiefCoach.valid takes 0.897726 seconds ...
2023-09-22 17:00:59,920:	[Coach] >>> TRAIN @Epoch: 545  >>>  || LOSS Avg: 0.05487
2023-09-22 17:00:59,920:	[Coach] >>> VALID @Epoch: 545  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0531 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0296
2023-09-22 17:00:59,920:	[Coach] >>> TEST  @Epoch: 545  >>> 
2023-09-22 17:01:01,269:	[Wall TIME] >>> ChiefCoach.train takes 1.349107 seconds ...
2023-09-22 17:01:01,332:	[Coach] >>> TRAIN @Epoch: 546  >>>  || LOSS Avg: 0.05499
2023-09-22 17:01:01,332:	[Coach] >>> VALID @Epoch: 546  >>> 
2023-09-22 17:01:01,333:	[Coach] >>> TEST  @Epoch: 546  >>> 
2023-09-22 17:01:02,555:	[Wall TIME] >>> ChiefCoach.train takes 1.222482 seconds ...
2023-09-22 17:01:02,618:	[Coach] >>> TRAIN @Epoch: 547  >>>  || LOSS Avg: 0.05467
2023-09-22 17:01:02,618:	[Coach] >>> VALID @Epoch: 547  >>> 
2023-09-22 17:01:02,619:	[Coach] >>> TEST  @Epoch: 547  >>> 
2023-09-22 17:01:03,864:	[Wall TIME] >>> ChiefCoach.train takes 1.245387 seconds ...
2023-09-22 17:01:03,978:	[Coach] >>> TRAIN @Epoch: 548  >>>  || LOSS Avg: 0.05528
2023-09-22 17:01:03,978:	[Coach] >>> VALID @Epoch: 548  >>> 
2023-09-22 17:01:03,978:	[Coach] >>> TEST  @Epoch: 548  >>> 
2023-09-22 17:01:05,217:	[Wall TIME] >>> ChiefCoach.train takes 1.238410 seconds ...
2023-09-22 17:01:05,282:	[Coach] >>> TRAIN @Epoch: 549  >>>  || LOSS Avg: 0.05505
2023-09-22 17:01:05,282:	[Coach] >>> VALID @Epoch: 549  >>> 
2023-09-22 17:01:05,282:	[Coach] >>> TEST  @Epoch: 549  >>> 
2023-09-22 17:01:06,485:	[Wall TIME] >>> ChiefCoach.train takes 1.202619 seconds ...
2023-09-22 17:01:07,381:	[Wall TIME] >>> ChiefCoach.valid takes 0.837369 seconds ...
2023-09-22 17:01:07,381:	[Coach] >>> TRAIN @Epoch: 550  >>>  || LOSS Avg: 0.05518
2023-09-22 17:01:07,381:	[Coach] >>> VALID @Epoch: 550  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0355 || HITRATE@10 Avg: 0.0533 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0295
2023-09-22 17:01:07,382:	[Coach] >>> TEST  @Epoch: 550  >>> 
2023-09-22 17:01:08,723:	[Wall TIME] >>> ChiefCoach.train takes 1.341673 seconds ...
2023-09-22 17:01:08,781:	[Coach] >>> TRAIN @Epoch: 551  >>>  || LOSS Avg: 0.05489
2023-09-22 17:01:08,782:	[Coach] >>> VALID @Epoch: 551  >>> 
2023-09-22 17:01:08,782:	[Coach] >>> TEST  @Epoch: 551  >>> 
2023-09-22 17:01:10,073:	[Wall TIME] >>> ChiefCoach.train takes 1.291075 seconds ...
2023-09-22 17:01:10,207:	[Coach] >>> TRAIN @Epoch: 552  >>>  || LOSS Avg: 0.05496
2023-09-22 17:01:10,208:	[Coach] >>> VALID @Epoch: 552  >>> 
2023-09-22 17:01:10,208:	[Coach] >>> TEST  @Epoch: 552  >>> 
2023-09-22 17:01:11,484:	[Wall TIME] >>> ChiefCoach.train takes 1.275850 seconds ...
2023-09-22 17:01:11,541:	[Coach] >>> TRAIN @Epoch: 553  >>>  || LOSS Avg: 0.05482
2023-09-22 17:01:11,541:	[Coach] >>> VALID @Epoch: 553  >>> 
2023-09-22 17:01:11,541:	[Coach] >>> TEST  @Epoch: 553  >>> 
2023-09-22 17:01:12,788:	[Wall TIME] >>> ChiefCoach.train takes 1.246038 seconds ...
2023-09-22 17:01:12,844:	[Coach] >>> TRAIN @Epoch: 554  >>>  || LOSS Avg: 0.05496
2023-09-22 17:01:12,844:	[Coach] >>> VALID @Epoch: 554  >>> 
2023-09-22 17:01:12,844:	[Coach] >>> TEST  @Epoch: 554  >>> 
2023-09-22 17:01:14,022:	[Wall TIME] >>> ChiefCoach.train takes 1.177832 seconds ...
2023-09-22 17:01:14,926:	[Wall TIME] >>> ChiefCoach.valid takes 0.844871 seconds ...
2023-09-22 17:01:14,926:	[Coach] >>> TRAIN @Epoch: 555  >>>  || LOSS Avg: 0.05494
2023-09-22 17:01:14,927:	[Coach] >>> VALID @Epoch: 555  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0528 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0295
2023-09-22 17:01:14,927:	[Coach] >>> TEST  @Epoch: 555  >>> 
2023-09-22 17:01:16,303:	[Wall TIME] >>> ChiefCoach.train takes 1.375810 seconds ...
2023-09-22 17:01:16,417:	[Coach] >>> TRAIN @Epoch: 556  >>>  || LOSS Avg: 0.05484
2023-09-22 17:01:16,417:	[Coach] >>> VALID @Epoch: 556  >>> 
2023-09-22 17:01:16,417:	[Coach] >>> TEST  @Epoch: 556  >>> 
2023-09-22 17:01:17,853:	[Wall TIME] >>> ChiefCoach.train takes 1.435812 seconds ...
2023-09-22 17:01:17,933:	[Coach] >>> TRAIN @Epoch: 557  >>>  || LOSS Avg: 0.05493
2023-09-22 17:01:17,933:	[Coach] >>> VALID @Epoch: 557  >>> 
2023-09-22 17:01:17,933:	[Coach] >>> TEST  @Epoch: 557  >>> 
2023-09-22 17:01:19,693:	[Wall TIME] >>> ChiefCoach.train takes 1.759499 seconds ...
2023-09-22 17:01:19,747:	[Coach] >>> TRAIN @Epoch: 558  >>>  || LOSS Avg: 0.05505
2023-09-22 17:01:19,748:	[Coach] >>> VALID @Epoch: 558  >>> 
2023-09-22 17:01:19,748:	[Coach] >>> TEST  @Epoch: 558  >>> 
2023-09-22 17:01:21,341:	[Wall TIME] >>> ChiefCoach.train takes 1.592797 seconds ...
2023-09-22 17:01:21,433:	[Coach] >>> TRAIN @Epoch: 559  >>>  || LOSS Avg: 0.05510
2023-09-22 17:01:21,433:	[Coach] >>> VALID @Epoch: 559  >>> 
2023-09-22 17:01:21,434:	[Coach] >>> TEST  @Epoch: 559  >>> 
2023-09-22 17:01:22,762:	[Wall TIME] >>> ChiefCoach.train takes 1.328052 seconds ...
2023-09-22 17:01:23,775:	[Wall TIME] >>> ChiefCoach.valid takes 0.846636 seconds ...
2023-09-22 17:01:23,775:	[Coach] >>> TRAIN @Epoch: 560  >>>  || LOSS Avg: 0.05495
2023-09-22 17:01:23,775:	[Coach] >>> VALID @Epoch: 560  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0530 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0294
2023-09-22 17:01:23,775:	[Coach] >>> TEST  @Epoch: 560  >>> 
2023-09-22 17:01:25,346:	[Wall TIME] >>> ChiefCoach.train takes 1.570436 seconds ...
2023-09-22 17:01:25,411:	[Coach] >>> TRAIN @Epoch: 561  >>>  || LOSS Avg: 0.05533
2023-09-22 17:01:25,412:	[Coach] >>> VALID @Epoch: 561  >>> 
2023-09-22 17:01:25,412:	[Coach] >>> TEST  @Epoch: 561  >>> 
2023-09-22 17:01:26,984:	[Wall TIME] >>> ChiefCoach.train takes 1.571813 seconds ...
2023-09-22 17:01:27,038:	[Coach] >>> TRAIN @Epoch: 562  >>>  || LOSS Avg: 0.05453
2023-09-22 17:01:27,039:	[Coach] >>> VALID @Epoch: 562  >>> 
2023-09-22 17:01:27,039:	[Coach] >>> TEST  @Epoch: 562  >>> 
2023-09-22 17:01:28,565:	[Wall TIME] >>> ChiefCoach.train takes 1.526486 seconds ...
2023-09-22 17:01:28,648:	[Coach] >>> TRAIN @Epoch: 563  >>>  || LOSS Avg: 0.05517
2023-09-22 17:01:28,648:	[Coach] >>> VALID @Epoch: 563  >>> 
2023-09-22 17:01:28,648:	[Coach] >>> TEST  @Epoch: 563  >>> 
2023-09-22 17:01:30,315:	[Wall TIME] >>> ChiefCoach.train takes 1.666513 seconds ...
2023-09-22 17:01:30,747:	[Coach] >>> TRAIN @Epoch: 564  >>>  || LOSS Avg: 0.05505
2023-09-22 17:01:30,748:	[Coach] >>> VALID @Epoch: 564  >>> 
2023-09-22 17:01:30,748:	[Coach] >>> TEST  @Epoch: 564  >>> 
2023-09-22 17:01:32,349:	[Wall TIME] >>> ChiefCoach.train takes 1.601112 seconds ...
2023-09-22 17:01:33,240:	[Wall TIME] >>> ChiefCoach.valid takes 0.834871 seconds ...
2023-09-22 17:01:33,240:	[Coach] >>> TRAIN @Epoch: 565  >>>  || LOSS Avg: 0.05460
2023-09-22 17:01:33,240:	[Coach] >>> VALID @Epoch: 565  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0295
2023-09-22 17:01:33,240:	[Coach] >>> TEST  @Epoch: 565  >>> 
2023-09-22 17:01:34,744:	[Wall TIME] >>> ChiefCoach.train takes 1.503514 seconds ...
2023-09-22 17:01:35,186:	[Coach] >>> TRAIN @Epoch: 566  >>>  || LOSS Avg: 0.05527
2023-09-22 17:01:35,186:	[Coach] >>> VALID @Epoch: 566  >>> 
2023-09-22 17:01:35,186:	[Coach] >>> TEST  @Epoch: 566  >>> 
2023-09-22 17:01:36,545:	[Wall TIME] >>> ChiefCoach.train takes 1.358327 seconds ...
2023-09-22 17:01:36,615:	[Coach] >>> TRAIN @Epoch: 567  >>>  || LOSS Avg: 0.05461
2023-09-22 17:01:36,615:	[Coach] >>> VALID @Epoch: 567  >>> 
2023-09-22 17:01:36,615:	[Coach] >>> TEST  @Epoch: 567  >>> 
2023-09-22 17:01:38,066:	[Wall TIME] >>> ChiefCoach.train takes 1.451273 seconds ...
2023-09-22 17:01:38,126:	[Coach] >>> TRAIN @Epoch: 568  >>>  || LOSS Avg: 0.05544
2023-09-22 17:01:38,126:	[Coach] >>> VALID @Epoch: 568  >>> 
2023-09-22 17:01:38,126:	[Coach] >>> TEST  @Epoch: 568  >>> 
2023-09-22 17:01:39,511:	[Wall TIME] >>> ChiefCoach.train takes 1.384360 seconds ...
2023-09-22 17:01:39,571:	[Coach] >>> TRAIN @Epoch: 569  >>>  || LOSS Avg: 0.05517
2023-09-22 17:01:39,571:	[Coach] >>> VALID @Epoch: 569  >>> 
2023-09-22 17:01:39,571:	[Coach] >>> TEST  @Epoch: 569  >>> 
2023-09-22 17:01:41,213:	[Wall TIME] >>> ChiefCoach.train takes 1.642145 seconds ...
2023-09-22 17:01:42,275:	[Wall TIME] >>> ChiefCoach.valid takes 0.858206 seconds ...
2023-09-22 17:01:42,276:	[Coach] >>> TRAIN @Epoch: 570  >>>  || LOSS Avg: 0.05498
2023-09-22 17:01:42,277:	[Coach] >>> VALID @Epoch: 570  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0524 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0293
2023-09-22 17:01:42,277:	[Coach] >>> TEST  @Epoch: 570  >>> 
2023-09-22 17:01:43,663:	[Wall TIME] >>> ChiefCoach.train takes 1.385507 seconds ...
2023-09-22 17:01:43,719:	[Coach] >>> TRAIN @Epoch: 571  >>>  || LOSS Avg: 0.05465
2023-09-22 17:01:43,719:	[Coach] >>> VALID @Epoch: 571  >>> 
2023-09-22 17:01:43,719:	[Coach] >>> TEST  @Epoch: 571  >>> 
2023-09-22 17:01:45,031:	[Wall TIME] >>> ChiefCoach.train takes 1.311817 seconds ...
2023-09-22 17:01:45,086:	[Coach] >>> TRAIN @Epoch: 572  >>>  || LOSS Avg: 0.05461
2023-09-22 17:01:45,086:	[Coach] >>> VALID @Epoch: 572  >>> 
2023-09-22 17:01:45,086:	[Coach] >>> TEST  @Epoch: 572  >>> 
2023-09-22 17:01:46,685:	[Wall TIME] >>> ChiefCoach.train takes 1.598414 seconds ...
2023-09-22 17:01:46,791:	[Coach] >>> TRAIN @Epoch: 573  >>>  || LOSS Avg: 0.05487
2023-09-22 17:01:46,791:	[Coach] >>> VALID @Epoch: 573  >>> 
2023-09-22 17:01:46,791:	[Coach] >>> TEST  @Epoch: 573  >>> 
2023-09-22 17:01:48,283:	[Wall TIME] >>> ChiefCoach.train takes 1.491198 seconds ...
2023-09-22 17:01:48,341:	[Coach] >>> TRAIN @Epoch: 574  >>>  || LOSS Avg: 0.05502
2023-09-22 17:01:48,342:	[Coach] >>> VALID @Epoch: 574  >>> 
2023-09-22 17:01:48,342:	[Coach] >>> TEST  @Epoch: 574  >>> 
2023-09-22 17:01:49,940:	[Wall TIME] >>> ChiefCoach.train takes 1.597821 seconds ...
2023-09-22 17:01:50,864:	[Wall TIME] >>> ChiefCoach.valid takes 0.873489 seconds ...
2023-09-22 17:01:50,864:	[Coach] >>> TRAIN @Epoch: 575  >>>  || LOSS Avg: 0.05474
2023-09-22 17:01:50,864:	[Coach] >>> VALID @Epoch: 575  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0351 || HITRATE@10 Avg: 0.0524 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0294
2023-09-22 17:01:50,865:	[Coach] >>> TEST  @Epoch: 575  >>> 
2023-09-22 17:01:52,401:	[Wall TIME] >>> ChiefCoach.train takes 1.535847 seconds ...
2023-09-22 17:01:52,468:	[Coach] >>> TRAIN @Epoch: 576  >>>  || LOSS Avg: 0.05471
2023-09-22 17:01:52,468:	[Coach] >>> VALID @Epoch: 576  >>> 
2023-09-22 17:01:52,468:	[Coach] >>> TEST  @Epoch: 576  >>> 
2023-09-22 17:01:53,997:	[Wall TIME] >>> ChiefCoach.train takes 1.528738 seconds ...
2023-09-22 17:01:54,059:	[Coach] >>> TRAIN @Epoch: 577  >>>  || LOSS Avg: 0.05503
2023-09-22 17:01:54,059:	[Coach] >>> VALID @Epoch: 577  >>> 
2023-09-22 17:01:54,059:	[Coach] >>> TEST  @Epoch: 577  >>> 
2023-09-22 17:01:55,577:	[Wall TIME] >>> ChiefCoach.train takes 1.517758 seconds ...
2023-09-22 17:01:55,634:	[Coach] >>> TRAIN @Epoch: 578  >>>  || LOSS Avg: 0.05449
2023-09-22 17:01:55,634:	[Coach] >>> VALID @Epoch: 578  >>> 
2023-09-22 17:01:55,634:	[Coach] >>> TEST  @Epoch: 578  >>> 
2023-09-22 17:01:57,019:	[Wall TIME] >>> ChiefCoach.train takes 1.384962 seconds ...
2023-09-22 17:01:57,091:	[Coach] >>> TRAIN @Epoch: 579  >>>  || LOSS Avg: 0.05467
2023-09-22 17:01:57,091:	[Coach] >>> VALID @Epoch: 579  >>> 
2023-09-22 17:01:57,091:	[Coach] >>> TEST  @Epoch: 579  >>> 
2023-09-22 17:01:58,414:	[Wall TIME] >>> ChiefCoach.train takes 1.322805 seconds ...
2023-09-22 17:01:59,448:	[Wall TIME] >>> ChiefCoach.valid takes 0.866527 seconds ...
2023-09-22 17:01:59,448:	[Coach] >>> TRAIN @Epoch: 580  >>>  || LOSS Avg: 0.05472
2023-09-22 17:01:59,448:	[Coach] >>> VALID @Epoch: 580  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0516 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0290
2023-09-22 17:01:59,448:	[Coach] >>> TEST  @Epoch: 580  >>> 
2023-09-22 17:02:01,096:	[Wall TIME] >>> ChiefCoach.train takes 1.647597 seconds ...
2023-09-22 17:02:01,176:	[Coach] >>> TRAIN @Epoch: 581  >>>  || LOSS Avg: 0.05445
2023-09-22 17:02:01,176:	[Coach] >>> VALID @Epoch: 581  >>> 
2023-09-22 17:02:01,177:	[Coach] >>> TEST  @Epoch: 581  >>> 
2023-09-22 17:02:02,639:	[Wall TIME] >>> ChiefCoach.train takes 1.461856 seconds ...
2023-09-22 17:02:02,698:	[Coach] >>> TRAIN @Epoch: 582  >>>  || LOSS Avg: 0.05456
2023-09-22 17:02:02,698:	[Coach] >>> VALID @Epoch: 582  >>> 
2023-09-22 17:02:02,698:	[Coach] >>> TEST  @Epoch: 582  >>> 
2023-09-22 17:02:04,384:	[Wall TIME] >>> ChiefCoach.train takes 1.685410 seconds ...
2023-09-22 17:02:04,502:	[Coach] >>> TRAIN @Epoch: 583  >>>  || LOSS Avg: 0.05446
2023-09-22 17:02:04,503:	[Coach] >>> VALID @Epoch: 583  >>> 
2023-09-22 17:02:04,503:	[Coach] >>> TEST  @Epoch: 583  >>> 
2023-09-22 17:02:06,009:	[Wall TIME] >>> ChiefCoach.train takes 1.506085 seconds ...
2023-09-22 17:02:06,083:	[Coach] >>> TRAIN @Epoch: 584  >>>  || LOSS Avg: 0.05440
2023-09-22 17:02:06,083:	[Coach] >>> VALID @Epoch: 584  >>> 
2023-09-22 17:02:06,083:	[Coach] >>> TEST  @Epoch: 584  >>> 
2023-09-22 17:02:07,648:	[Wall TIME] >>> ChiefCoach.train takes 1.564588 seconds ...
2023-09-22 17:02:08,523:	[Wall TIME] >>> ChiefCoach.valid takes 0.816420 seconds ...
2023-09-22 17:02:08,524:	[Coach] >>> TRAIN @Epoch: 585  >>>  || LOSS Avg: 0.05479
2023-09-22 17:02:08,524:	[Coach] >>> VALID @Epoch: 585  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0350 || HITRATE@10 Avg: 0.0517 || NDCG@5 Avg: 0.0235 || NDCG@10 Avg: 0.0289
2023-09-22 17:02:08,524:	[Coach] >>> TEST  @Epoch: 585  >>> 
2023-09-22 17:02:09,906:	[Wall TIME] >>> ChiefCoach.train takes 1.381351 seconds ...
2023-09-22 17:02:09,969:	[Coach] >>> TRAIN @Epoch: 586  >>>  || LOSS Avg: 0.05496
2023-09-22 17:02:09,969:	[Coach] >>> VALID @Epoch: 586  >>> 
2023-09-22 17:02:09,969:	[Coach] >>> TEST  @Epoch: 586  >>> 
2023-09-22 17:02:11,470:	[Wall TIME] >>> ChiefCoach.train takes 1.500997 seconds ...
2023-09-22 17:02:11,524:	[Coach] >>> TRAIN @Epoch: 587  >>>  || LOSS Avg: 0.05446
2023-09-22 17:02:11,524:	[Coach] >>> VALID @Epoch: 587  >>> 
2023-09-22 17:02:11,524:	[Coach] >>> TEST  @Epoch: 587  >>> 
2023-09-22 17:02:12,919:	[Wall TIME] >>> ChiefCoach.train takes 1.394715 seconds ...
2023-09-22 17:02:13,132:	[Coach] >>> TRAIN @Epoch: 588  >>>  || LOSS Avg: 0.05429
2023-09-22 17:02:13,132:	[Coach] >>> VALID @Epoch: 588  >>> 
2023-09-22 17:02:13,132:	[Coach] >>> TEST  @Epoch: 588  >>> 
2023-09-22 17:02:14,512:	[Wall TIME] >>> ChiefCoach.train takes 1.379644 seconds ...
2023-09-22 17:02:14,590:	[Coach] >>> TRAIN @Epoch: 589  >>>  || LOSS Avg: 0.05446
2023-09-22 17:02:14,590:	[Coach] >>> VALID @Epoch: 589  >>> 
2023-09-22 17:02:14,590:	[Coach] >>> TEST  @Epoch: 589  >>> 
2023-09-22 17:02:15,937:	[Wall TIME] >>> ChiefCoach.train takes 1.345934 seconds ...
2023-09-22 17:02:16,844:	[Wall TIME] >>> ChiefCoach.valid takes 0.834745 seconds ...
2023-09-22 17:02:16,845:	[Coach] >>> TRAIN @Epoch: 590  >>>  || LOSS Avg: 0.05501
2023-09-22 17:02:16,845:	[Coach] >>> VALID @Epoch: 590  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0357 || HITRATE@10 Avg: 0.0519 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0290
2023-09-22 17:02:16,845:	[Coach] >>> TEST  @Epoch: 590  >>> 
2023-09-22 17:02:18,425:	[Wall TIME] >>> ChiefCoach.train takes 1.579823 seconds ...
2023-09-22 17:02:18,482:	[Coach] >>> TRAIN @Epoch: 591  >>>  || LOSS Avg: 0.05423
2023-09-22 17:02:18,482:	[Coach] >>> VALID @Epoch: 591  >>> 
2023-09-22 17:02:18,482:	[Coach] >>> TEST  @Epoch: 591  >>> 
2023-09-22 17:02:19,853:	[Wall TIME] >>> ChiefCoach.train takes 1.370592 seconds ...
2023-09-22 17:02:19,922:	[Coach] >>> TRAIN @Epoch: 592  >>>  || LOSS Avg: 0.05447
2023-09-22 17:02:19,922:	[Coach] >>> VALID @Epoch: 592  >>> 
2023-09-22 17:02:19,922:	[Coach] >>> TEST  @Epoch: 592  >>> 
2023-09-22 17:02:21,524:	[Wall TIME] >>> ChiefCoach.train takes 1.601628 seconds ...
2023-09-22 17:02:21,584:	[Coach] >>> TRAIN @Epoch: 593  >>>  || LOSS Avg: 0.05521
2023-09-22 17:02:21,584:	[Coach] >>> VALID @Epoch: 593  >>> 
2023-09-22 17:02:21,584:	[Coach] >>> TEST  @Epoch: 593  >>> 
2023-09-22 17:02:23,297:	[Wall TIME] >>> ChiefCoach.train takes 1.712968 seconds ...
2023-09-22 17:02:23,424:	[Coach] >>> TRAIN @Epoch: 594  >>>  || LOSS Avg: 0.05457
2023-09-22 17:02:23,424:	[Coach] >>> VALID @Epoch: 594  >>> 
2023-09-22 17:02:23,424:	[Coach] >>> TEST  @Epoch: 594  >>> 
2023-09-22 17:02:25,043:	[Wall TIME] >>> ChiefCoach.train takes 1.618352 seconds ...
2023-09-22 17:02:25,993:	[Wall TIME] >>> ChiefCoach.valid takes 0.858786 seconds ...
2023-09-22 17:02:25,993:	[Coach] >>> TRAIN @Epoch: 595  >>>  || LOSS Avg: 0.05415
2023-09-22 17:02:25,993:	[Coach] >>> VALID @Epoch: 595  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0350 || HITRATE@10 Avg: 0.0517 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0288
2023-09-22 17:02:25,993:	[Coach] >>> TEST  @Epoch: 595  >>> 
2023-09-22 17:02:27,436:	[Wall TIME] >>> ChiefCoach.train takes 1.442479 seconds ...
2023-09-22 17:02:27,595:	[Coach] >>> TRAIN @Epoch: 596  >>>  || LOSS Avg: 0.05479
2023-09-22 17:02:27,595:	[Coach] >>> VALID @Epoch: 596  >>> 
2023-09-22 17:02:27,595:	[Coach] >>> TEST  @Epoch: 596  >>> 
2023-09-22 17:02:29,150:	[Wall TIME] >>> ChiefCoach.train takes 1.554990 seconds ...
2023-09-22 17:02:29,211:	[Coach] >>> TRAIN @Epoch: 597  >>>  || LOSS Avg: 0.05442
2023-09-22 17:02:29,211:	[Coach] >>> VALID @Epoch: 597  >>> 
2023-09-22 17:02:29,211:	[Coach] >>> TEST  @Epoch: 597  >>> 
2023-09-22 17:02:30,798:	[Wall TIME] >>> ChiefCoach.train takes 1.586913 seconds ...
2023-09-22 17:02:30,852:	[Coach] >>> TRAIN @Epoch: 598  >>>  || LOSS Avg: 0.05500
2023-09-22 17:02:30,852:	[Coach] >>> VALID @Epoch: 598  >>> 
2023-09-22 17:02:30,852:	[Coach] >>> TEST  @Epoch: 598  >>> 
2023-09-22 17:02:32,319:	[Wall TIME] >>> ChiefCoach.train takes 1.467061 seconds ...
2023-09-22 17:02:32,389:	[Coach] >>> TRAIN @Epoch: 599  >>>  || LOSS Avg: 0.05495
2023-09-22 17:02:32,390:	[Coach] >>> VALID @Epoch: 599  >>> 
2023-09-22 17:02:32,390:	[Coach] >>> TEST  @Epoch: 599  >>> 
2023-09-22 17:02:33,783:	[Wall TIME] >>> ChiefCoach.train takes 1.392512 seconds ...
2023-09-22 17:02:34,713:	[Wall TIME] >>> ChiefCoach.valid takes 0.852155 seconds ...
2023-09-22 17:02:34,714:	[Coach] >>> TRAIN @Epoch: 600  >>>  || LOSS Avg: 0.05453
2023-09-22 17:02:34,714:	[Coach] >>> VALID @Epoch: 600  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0347 || HITRATE@10 Avg: 0.0517 || NDCG@5 Avg: 0.0233 || NDCG@10 Avg: 0.0288
2023-09-22 17:02:34,714:	[Coach] >>> TEST  @Epoch: 600  >>> 
2023-09-22 17:02:36,276:	[Wall TIME] >>> ChiefCoach.train takes 1.561707 seconds ...
2023-09-22 17:02:36,349:	[Coach] >>> TRAIN @Epoch: 601  >>>  || LOSS Avg: 0.05427
2023-09-22 17:02:36,349:	[Coach] >>> VALID @Epoch: 601  >>> 
2023-09-22 17:02:36,349:	[Coach] >>> TEST  @Epoch: 601  >>> 
2023-09-22 17:02:37,721:	[Wall TIME] >>> ChiefCoach.train takes 1.371965 seconds ...
2023-09-22 17:02:37,785:	[Coach] >>> TRAIN @Epoch: 602  >>>  || LOSS Avg: 0.05447
2023-09-22 17:02:37,785:	[Coach] >>> VALID @Epoch: 602  >>> 
2023-09-22 17:02:37,785:	[Coach] >>> TEST  @Epoch: 602  >>> 
2023-09-22 17:02:39,132:	[Wall TIME] >>> ChiefCoach.train takes 1.346858 seconds ...
2023-09-22 17:02:39,186:	[Coach] >>> TRAIN @Epoch: 603  >>>  || LOSS Avg: 0.05442
2023-09-22 17:02:39,186:	[Coach] >>> VALID @Epoch: 603  >>> 
2023-09-22 17:02:39,186:	[Coach] >>> TEST  @Epoch: 603  >>> 
2023-09-22 17:02:40,927:	[Wall TIME] >>> ChiefCoach.train takes 1.741058 seconds ...
2023-09-22 17:02:40,986:	[Coach] >>> TRAIN @Epoch: 604  >>>  || LOSS Avg: 0.05465
2023-09-22 17:02:40,987:	[Coach] >>> VALID @Epoch: 604  >>> 
2023-09-22 17:02:40,987:	[Coach] >>> TEST  @Epoch: 604  >>> 
2023-09-22 17:02:42,526:	[Wall TIME] >>> ChiefCoach.train takes 1.539138 seconds ...
2023-09-22 17:02:43,481:	[Wall TIME] >>> ChiefCoach.valid takes 0.885231 seconds ...
2023-09-22 17:02:43,482:	[Coach] >>> TRAIN @Epoch: 605  >>>  || LOSS Avg: 0.05413
2023-09-22 17:02:43,482:	[Coach] >>> VALID @Epoch: 605  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0354 || HITRATE@10 Avg: 0.0528 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0294
2023-09-22 17:02:43,482:	[Coach] >>> TEST  @Epoch: 605  >>> 
2023-09-22 17:02:44,882:	[Wall TIME] >>> ChiefCoach.train takes 1.399789 seconds ...
2023-09-22 17:02:44,976:	[Coach] >>> TRAIN @Epoch: 606  >>>  || LOSS Avg: 0.05434
2023-09-22 17:02:44,976:	[Coach] >>> VALID @Epoch: 606  >>> 
2023-09-22 17:02:44,976:	[Coach] >>> TEST  @Epoch: 606  >>> 
2023-09-22 17:02:46,743:	[Wall TIME] >>> ChiefCoach.train takes 1.766882 seconds ...
2023-09-22 17:02:46,810:	[Coach] >>> TRAIN @Epoch: 607  >>>  || LOSS Avg: 0.05453
2023-09-22 17:02:46,810:	[Coach] >>> VALID @Epoch: 607  >>> 
2023-09-22 17:02:46,810:	[Coach] >>> TEST  @Epoch: 607  >>> 
2023-09-22 17:02:48,278:	[Wall TIME] >>> ChiefCoach.train takes 1.466913 seconds ...
2023-09-22 17:02:48,354:	[Coach] >>> TRAIN @Epoch: 608  >>>  || LOSS Avg: 0.05417
2023-09-22 17:02:48,354:	[Coach] >>> VALID @Epoch: 608  >>> 
2023-09-22 17:02:48,354:	[Coach] >>> TEST  @Epoch: 608  >>> 
2023-09-22 17:02:49,900:	[Wall TIME] >>> ChiefCoach.train takes 1.545911 seconds ...
2023-09-22 17:02:49,957:	[Coach] >>> TRAIN @Epoch: 609  >>>  || LOSS Avg: 0.05448
2023-09-22 17:02:49,957:	[Coach] >>> VALID @Epoch: 609  >>> 
2023-09-22 17:02:49,957:	[Coach] >>> TEST  @Epoch: 609  >>> 
2023-09-22 17:02:51,344:	[Wall TIME] >>> ChiefCoach.train takes 1.386873 seconds ...
2023-09-22 17:02:52,316:	[Wall TIME] >>> ChiefCoach.valid takes 0.890416 seconds ...
2023-09-22 17:02:52,317:	[Coach] >>> TRAIN @Epoch: 610  >>>  || LOSS Avg: 0.05455
2023-09-22 17:02:52,317:	[Coach] >>> VALID @Epoch: 610  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0527 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0293
2023-09-22 17:02:52,317:	[Coach] >>> TEST  @Epoch: 610  >>> 
2023-09-22 17:02:54,037:	[Wall TIME] >>> ChiefCoach.train takes 1.720349 seconds ...
2023-09-22 17:02:54,092:	[Coach] >>> TRAIN @Epoch: 611  >>>  || LOSS Avg: 0.05397
2023-09-22 17:02:54,092:	[Coach] >>> VALID @Epoch: 611  >>> 
2023-09-22 17:02:54,092:	[Coach] >>> TEST  @Epoch: 611  >>> 
2023-09-22 17:02:55,527:	[Wall TIME] >>> ChiefCoach.train takes 1.434315 seconds ...
2023-09-22 17:02:55,582:	[Coach] >>> TRAIN @Epoch: 612  >>>  || LOSS Avg: 0.05449
2023-09-22 17:02:55,582:	[Coach] >>> VALID @Epoch: 612  >>> 
2023-09-22 17:02:55,582:	[Coach] >>> TEST  @Epoch: 612  >>> 
2023-09-22 17:02:57,033:	[Wall TIME] >>> ChiefCoach.train takes 1.450958 seconds ...
2023-09-22 17:02:57,094:	[Coach] >>> TRAIN @Epoch: 613  >>>  || LOSS Avg: 0.05428
2023-09-22 17:02:57,094:	[Coach] >>> VALID @Epoch: 613  >>> 
2023-09-22 17:02:57,094:	[Coach] >>> TEST  @Epoch: 613  >>> 
2023-09-22 17:02:58,718:	[Wall TIME] >>> ChiefCoach.train takes 1.624014 seconds ...
2023-09-22 17:02:58,793:	[Coach] >>> TRAIN @Epoch: 614  >>>  || LOSS Avg: 0.05476
2023-09-22 17:02:58,794:	[Coach] >>> VALID @Epoch: 614  >>> 
2023-09-22 17:02:58,794:	[Coach] >>> TEST  @Epoch: 614  >>> 
2023-09-22 17:03:00,545:	[Wall TIME] >>> ChiefCoach.train takes 1.750751 seconds ...
2023-09-22 17:03:01,453:	[Wall TIME] >>> ChiefCoach.valid takes 0.843540 seconds ...
2023-09-22 17:03:01,453:	[Coach] >>> TRAIN @Epoch: 615  >>>  || LOSS Avg: 0.05411
2023-09-22 17:03:01,454:	[Coach] >>> VALID @Epoch: 615  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0529 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0294
2023-09-22 17:03:01,454:	[Coach] >>> TEST  @Epoch: 615  >>> 
2023-09-22 17:03:02,862:	[Wall TIME] >>> ChiefCoach.train takes 1.408059 seconds ...
2023-09-22 17:03:03,342:	[Coach] >>> TRAIN @Epoch: 616  >>>  || LOSS Avg: 0.05419
2023-09-22 17:03:03,343:	[Coach] >>> VALID @Epoch: 616  >>> 
2023-09-22 17:03:03,343:	[Coach] >>> TEST  @Epoch: 616  >>> 
2023-09-22 17:03:04,697:	[Wall TIME] >>> ChiefCoach.train takes 1.353502 seconds ...
2023-09-22 17:03:04,755:	[Coach] >>> TRAIN @Epoch: 617  >>>  || LOSS Avg: 0.05421
2023-09-22 17:03:04,756:	[Coach] >>> VALID @Epoch: 617  >>> 
2023-09-22 17:03:04,756:	[Coach] >>> TEST  @Epoch: 617  >>> 
2023-09-22 17:03:06,163:	[Wall TIME] >>> ChiefCoach.train takes 1.406910 seconds ...
2023-09-22 17:03:06,228:	[Coach] >>> TRAIN @Epoch: 618  >>>  || LOSS Avg: 0.05444
2023-09-22 17:03:06,228:	[Coach] >>> VALID @Epoch: 618  >>> 
2023-09-22 17:03:06,228:	[Coach] >>> TEST  @Epoch: 618  >>> 
2023-09-22 17:03:07,689:	[Wall TIME] >>> ChiefCoach.train takes 1.461433 seconds ...
2023-09-22 17:03:07,743:	[Coach] >>> TRAIN @Epoch: 619  >>>  || LOSS Avg: 0.05386
2023-09-22 17:03:07,743:	[Coach] >>> VALID @Epoch: 619  >>> 
2023-09-22 17:03:07,743:	[Coach] >>> TEST  @Epoch: 619  >>> 
2023-09-22 17:03:09,115:	[Wall TIME] >>> ChiefCoach.train takes 1.371223 seconds ...
2023-09-22 17:03:10,069:	[Wall TIME] >>> ChiefCoach.valid takes 0.886150 seconds ...
2023-09-22 17:03:10,069:	[Coach] >>> TRAIN @Epoch: 620  >>>  || LOSS Avg: 0.05414
2023-09-22 17:03:10,069:	[Coach] >>> VALID @Epoch: 620  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0528 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0294
2023-09-22 17:03:10,069:	[Coach] >>> TEST  @Epoch: 620  >>> 
2023-09-22 17:03:11,438:	[Wall TIME] >>> ChiefCoach.train takes 1.368631 seconds ...
2023-09-22 17:03:11,670:	[Coach] >>> TRAIN @Epoch: 621  >>>  || LOSS Avg: 0.05417
2023-09-22 17:03:11,670:	[Coach] >>> VALID @Epoch: 621  >>> 
2023-09-22 17:03:11,670:	[Coach] >>> TEST  @Epoch: 621  >>> 
2023-09-22 17:03:13,122:	[Wall TIME] >>> ChiefCoach.train takes 1.451723 seconds ...
2023-09-22 17:03:13,176:	[Coach] >>> TRAIN @Epoch: 622  >>>  || LOSS Avg: 0.05400
2023-09-22 17:03:13,176:	[Coach] >>> VALID @Epoch: 622  >>> 
2023-09-22 17:03:13,177:	[Coach] >>> TEST  @Epoch: 622  >>> 
2023-09-22 17:03:14,868:	[Wall TIME] >>> ChiefCoach.train takes 1.691099 seconds ...
2023-09-22 17:03:14,916:	[Coach] >>> TRAIN @Epoch: 623  >>>  || LOSS Avg: 0.05440
2023-09-22 17:03:14,916:	[Coach] >>> VALID @Epoch: 623  >>> 
2023-09-22 17:03:14,917:	[Coach] >>> TEST  @Epoch: 623  >>> 
2023-09-22 17:03:16,341:	[Wall TIME] >>> ChiefCoach.train takes 1.424027 seconds ...
2023-09-22 17:03:16,556:	[Coach] >>> TRAIN @Epoch: 624  >>>  || LOSS Avg: 0.05462
2023-09-22 17:03:16,556:	[Coach] >>> VALID @Epoch: 624  >>> 
2023-09-22 17:03:16,556:	[Coach] >>> TEST  @Epoch: 624  >>> 
2023-09-22 17:03:17,950:	[Wall TIME] >>> ChiefCoach.train takes 1.394135 seconds ...
2023-09-22 17:03:19,010:	[Wall TIME] >>> ChiefCoach.valid takes 0.994687 seconds ...
2023-09-22 17:03:19,010:	[Coach] >>> TRAIN @Epoch: 625  >>>  || LOSS Avg: 0.05433
2023-09-22 17:03:19,010:	[Coach] >>> VALID @Epoch: 625  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0354 || HITRATE@10 Avg: 0.0533 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0297
2023-09-22 17:03:19,010:	[Coach] >>> TEST  @Epoch: 625  >>> 
2023-09-22 17:03:20,171:	[Wall TIME] >>> ChiefCoach.train takes 1.160150 seconds ...
2023-09-22 17:03:20,365:	[Coach] >>> TRAIN @Epoch: 626  >>>  || LOSS Avg: 0.05434
2023-09-22 17:03:20,365:	[Coach] >>> VALID @Epoch: 626  >>> 
2023-09-22 17:03:20,365:	[Coach] >>> TEST  @Epoch: 626  >>> 
2023-09-22 17:03:21,576:	[Wall TIME] >>> ChiefCoach.train takes 1.209980 seconds ...
2023-09-22 17:03:21,948:	[Coach] >>> TRAIN @Epoch: 627  >>>  || LOSS Avg: 0.05457
2023-09-22 17:03:21,948:	[Coach] >>> VALID @Epoch: 627  >>> 
2023-09-22 17:03:21,948:	[Coach] >>> TEST  @Epoch: 627  >>> 
2023-09-22 17:03:23,268:	[Wall TIME] >>> ChiefCoach.train takes 1.319078 seconds ...
2023-09-22 17:03:23,336:	[Coach] >>> TRAIN @Epoch: 628  >>>  || LOSS Avg: 0.05401
2023-09-22 17:03:23,336:	[Coach] >>> VALID @Epoch: 628  >>> 
2023-09-22 17:03:23,336:	[Coach] >>> TEST  @Epoch: 628  >>> 
2023-09-22 17:03:24,597:	[Wall TIME] >>> ChiefCoach.train takes 1.260610 seconds ...
2023-09-22 17:03:24,661:	[Coach] >>> TRAIN @Epoch: 629  >>>  || LOSS Avg: 0.05393
2023-09-22 17:03:24,661:	[Coach] >>> VALID @Epoch: 629  >>> 
2023-09-22 17:03:24,661:	[Coach] >>> TEST  @Epoch: 629  >>> 
2023-09-22 17:03:25,874:	[Wall TIME] >>> ChiefCoach.train takes 1.213278 seconds ...
2023-09-22 17:03:26,993:	[Wall TIME] >>> ChiefCoach.valid takes 0.894059 seconds ...
2023-09-22 17:03:26,994:	[Coach] >>> TRAIN @Epoch: 630  >>>  || LOSS Avg: 0.05359
2023-09-22 17:03:26,994:	[Coach] >>> VALID @Epoch: 630  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0355 || HITRATE@10 Avg: 0.0536 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0296
2023-09-22 17:03:26,994:	[Coach] >>> TEST  @Epoch: 630  >>> 
2023-09-22 17:03:28,209:	[Wall TIME] >>> ChiefCoach.train takes 1.215417 seconds ...
2023-09-22 17:03:28,273:	[Coach] >>> TRAIN @Epoch: 631  >>>  || LOSS Avg: 0.05443
2023-09-22 17:03:28,273:	[Coach] >>> VALID @Epoch: 631  >>> 
2023-09-22 17:03:28,273:	[Coach] >>> TEST  @Epoch: 631  >>> 
2023-09-22 17:03:29,556:	[Wall TIME] >>> ChiefCoach.train takes 1.283165 seconds ...
2023-09-22 17:03:29,609:	[Coach] >>> TRAIN @Epoch: 632  >>>  || LOSS Avg: 0.05427
2023-09-22 17:03:29,609:	[Coach] >>> VALID @Epoch: 632  >>> 
2023-09-22 17:03:29,609:	[Coach] >>> TEST  @Epoch: 632  >>> 
2023-09-22 17:03:30,844:	[Wall TIME] >>> ChiefCoach.train takes 1.234914 seconds ...
2023-09-22 17:03:31,025:	[Coach] >>> TRAIN @Epoch: 633  >>>  || LOSS Avg: 0.05442
2023-09-22 17:03:31,025:	[Coach] >>> VALID @Epoch: 633  >>> 
2023-09-22 17:03:31,025:	[Coach] >>> TEST  @Epoch: 633  >>> 
2023-09-22 17:03:32,182:	[Wall TIME] >>> ChiefCoach.train takes 1.156469 seconds ...
2023-09-22 17:03:32,310:	[Coach] >>> TRAIN @Epoch: 634  >>>  || LOSS Avg: 0.05352
2023-09-22 17:03:32,310:	[Coach] >>> VALID @Epoch: 634  >>> 
2023-09-22 17:03:32,310:	[Coach] >>> TEST  @Epoch: 634  >>> 
2023-09-22 17:03:33,687:	[Wall TIME] >>> ChiefCoach.train takes 1.377115 seconds ...
2023-09-22 17:03:34,628:	[Wall TIME] >>> ChiefCoach.valid takes 0.874086 seconds ...
2023-09-22 17:03:34,628:	[Coach] >>> TRAIN @Epoch: 635  >>>  || LOSS Avg: 0.05379
2023-09-22 17:03:34,628:	[Coach] >>> VALID @Epoch: 635  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0527 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0295
2023-09-22 17:03:34,628:	[Coach] >>> TEST  @Epoch: 635  >>> 
2023-09-22 17:03:35,886:	[Wall TIME] >>> ChiefCoach.train takes 1.257791 seconds ...
2023-09-22 17:03:35,973:	[Coach] >>> TRAIN @Epoch: 636  >>>  || LOSS Avg: 0.05424
2023-09-22 17:03:35,974:	[Coach] >>> VALID @Epoch: 636  >>> 
2023-09-22 17:03:35,974:	[Coach] >>> TEST  @Epoch: 636  >>> 
2023-09-22 17:03:37,225:	[Wall TIME] >>> ChiefCoach.train takes 1.251213 seconds ...
2023-09-22 17:03:37,284:	[Coach] >>> TRAIN @Epoch: 637  >>>  || LOSS Avg: 0.05372
2023-09-22 17:03:37,284:	[Coach] >>> VALID @Epoch: 637  >>> 
2023-09-22 17:03:37,284:	[Coach] >>> TEST  @Epoch: 637  >>> 
2023-09-22 17:03:38,456:	[Wall TIME] >>> ChiefCoach.train takes 1.172058 seconds ...
2023-09-22 17:03:38,571:	[Coach] >>> TRAIN @Epoch: 638  >>>  || LOSS Avg: 0.05403
2023-09-22 17:03:38,571:	[Coach] >>> VALID @Epoch: 638  >>> 
2023-09-22 17:03:38,571:	[Coach] >>> TEST  @Epoch: 638  >>> 
2023-09-22 17:03:39,765:	[Wall TIME] >>> ChiefCoach.train takes 1.193637 seconds ...
2023-09-22 17:03:39,832:	[Coach] >>> TRAIN @Epoch: 639  >>>  || LOSS Avg: 0.05410
2023-09-22 17:03:39,833:	[Coach] >>> VALID @Epoch: 639  >>> 
2023-09-22 17:03:39,833:	[Coach] >>> TEST  @Epoch: 639  >>> 
2023-09-22 17:03:40,998:	[Wall TIME] >>> ChiefCoach.train takes 1.165199 seconds ...
2023-09-22 17:03:41,865:	[Wall TIME] >>> ChiefCoach.valid takes 0.813167 seconds ...
2023-09-22 17:03:41,866:	[Coach] >>> TRAIN @Epoch: 640  >>>  || LOSS Avg: 0.05403
2023-09-22 17:03:41,866:	[Coach] >>> VALID @Epoch: 640  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0363 || HITRATE@10 Avg: 0.0528 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0297
2023-09-22 17:03:41,866:	[Coach] >>> TEST  @Epoch: 640  >>> 
2023-09-22 17:03:43,367:	[Wall TIME] >>> ChiefCoach.train takes 1.500429 seconds ...
2023-09-22 17:03:43,423:	[Coach] >>> TRAIN @Epoch: 641  >>>  || LOSS Avg: 0.05399
2023-09-22 17:03:43,423:	[Coach] >>> VALID @Epoch: 641  >>> 
2023-09-22 17:03:43,423:	[Coach] >>> TEST  @Epoch: 641  >>> 
2023-09-22 17:03:44,800:	[Wall TIME] >>> ChiefCoach.train takes 1.376612 seconds ...
2023-09-22 17:03:44,889:	[Coach] >>> TRAIN @Epoch: 642  >>>  || LOSS Avg: 0.05408
2023-09-22 17:03:44,889:	[Coach] >>> VALID @Epoch: 642  >>> 
2023-09-22 17:03:44,889:	[Coach] >>> TEST  @Epoch: 642  >>> 
2023-09-22 17:03:46,541:	[Wall TIME] >>> ChiefCoach.train takes 1.651561 seconds ...
2023-09-22 17:03:46,657:	[Coach] >>> TRAIN @Epoch: 643  >>>  || LOSS Avg: 0.05436
2023-09-22 17:03:46,657:	[Coach] >>> VALID @Epoch: 643  >>> 
2023-09-22 17:03:46,657:	[Coach] >>> TEST  @Epoch: 643  >>> 
2023-09-22 17:03:48,416:	[Wall TIME] >>> ChiefCoach.train takes 1.758563 seconds ...
2023-09-22 17:03:48,484:	[Coach] >>> TRAIN @Epoch: 644  >>>  || LOSS Avg: 0.05355
2023-09-22 17:03:48,484:	[Coach] >>> VALID @Epoch: 644  >>> 
2023-09-22 17:03:48,484:	[Coach] >>> TEST  @Epoch: 644  >>> 
2023-09-22 17:03:49,995:	[Wall TIME] >>> ChiefCoach.train takes 1.510523 seconds ...
2023-09-22 17:03:51,015:	[Wall TIME] >>> ChiefCoach.valid takes 0.951037 seconds ...
2023-09-22 17:03:51,017:	[Coach] >>> TRAIN @Epoch: 645  >>>  || LOSS Avg: 0.05439
2023-09-22 17:03:51,018:	[Coach] >>> VALID @Epoch: 645  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0526 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0294
2023-09-22 17:03:51,018:	[Coach] >>> TEST  @Epoch: 645  >>> 
2023-09-22 17:03:52,300:	[Wall TIME] >>> ChiefCoach.train takes 1.282003 seconds ...
2023-09-22 17:03:52,377:	[Coach] >>> TRAIN @Epoch: 646  >>>  || LOSS Avg: 0.05402
2023-09-22 17:03:52,377:	[Coach] >>> VALID @Epoch: 646  >>> 
2023-09-22 17:03:52,377:	[Coach] >>> TEST  @Epoch: 646  >>> 
2023-09-22 17:03:53,931:	[Wall TIME] >>> ChiefCoach.train takes 1.553700 seconds ...
2023-09-22 17:03:54,068:	[Coach] >>> TRAIN @Epoch: 647  >>>  || LOSS Avg: 0.05409
2023-09-22 17:03:54,069:	[Coach] >>> VALID @Epoch: 647  >>> 
2023-09-22 17:03:54,069:	[Coach] >>> TEST  @Epoch: 647  >>> 
2023-09-22 17:03:55,526:	[Wall TIME] >>> ChiefCoach.train takes 1.457019 seconds ...
2023-09-22 17:03:55,645:	[Coach] >>> TRAIN @Epoch: 648  >>>  || LOSS Avg: 0.05421
2023-09-22 17:03:55,645:	[Coach] >>> VALID @Epoch: 648  >>> 
2023-09-22 17:03:55,645:	[Coach] >>> TEST  @Epoch: 648  >>> 
2023-09-22 17:03:57,135:	[Wall TIME] >>> ChiefCoach.train takes 1.490097 seconds ...
2023-09-22 17:03:57,196:	[Coach] >>> TRAIN @Epoch: 649  >>>  || LOSS Avg: 0.05390
2023-09-22 17:03:57,196:	[Coach] >>> VALID @Epoch: 649  >>> 
2023-09-22 17:03:57,196:	[Coach] >>> TEST  @Epoch: 649  >>> 
2023-09-22 17:03:58,842:	[Wall TIME] >>> ChiefCoach.train takes 1.645910 seconds ...
2023-09-22 17:03:59,776:	[Wall TIME] >>> ChiefCoach.valid takes 0.877909 seconds ...
2023-09-22 17:03:59,776:	[Coach] >>> TRAIN @Epoch: 650  >>>  || LOSS Avg: 0.05359
2023-09-22 17:03:59,776:	[Coach] >>> VALID @Epoch: 650  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0536 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0295
2023-09-22 17:03:59,776:	[Coach] >>> TEST  @Epoch: 650  >>> 
2023-09-22 17:04:01,260:	[Wall TIME] >>> ChiefCoach.train takes 1.484113 seconds ...
2023-09-22 17:04:01,333:	[Coach] >>> TRAIN @Epoch: 651  >>>  || LOSS Avg: 0.05396
2023-09-22 17:04:01,333:	[Coach] >>> VALID @Epoch: 651  >>> 
2023-09-22 17:04:01,334:	[Coach] >>> TEST  @Epoch: 651  >>> 
2023-09-22 17:04:02,687:	[Wall TIME] >>> ChiefCoach.train takes 1.353085 seconds ...
2023-09-22 17:04:02,750:	[Coach] >>> TRAIN @Epoch: 652  >>>  || LOSS Avg: 0.05427
2023-09-22 17:04:02,750:	[Coach] >>> VALID @Epoch: 652  >>> 
2023-09-22 17:04:02,750:	[Coach] >>> TEST  @Epoch: 652  >>> 
2023-09-22 17:04:04,213:	[Wall TIME] >>> ChiefCoach.train takes 1.462093 seconds ...
2023-09-22 17:04:04,295:	[Coach] >>> TRAIN @Epoch: 653  >>>  || LOSS Avg: 0.05393
2023-09-22 17:04:04,295:	[Coach] >>> VALID @Epoch: 653  >>> 
2023-09-22 17:04:04,295:	[Coach] >>> TEST  @Epoch: 653  >>> 
2023-09-22 17:04:05,764:	[Wall TIME] >>> ChiefCoach.train takes 1.468266 seconds ...
2023-09-22 17:04:05,830:	[Coach] >>> TRAIN @Epoch: 654  >>>  || LOSS Avg: 0.05350
2023-09-22 17:04:05,831:	[Coach] >>> VALID @Epoch: 654  >>> 
2023-09-22 17:04:05,831:	[Coach] >>> TEST  @Epoch: 654  >>> 
2023-09-22 17:04:07,204:	[Wall TIME] >>> ChiefCoach.train takes 1.373366 seconds ...
2023-09-22 17:04:08,147:	[Wall TIME] >>> ChiefCoach.valid takes 0.888937 seconds ...
2023-09-22 17:04:08,148:	[Coach] >>> TRAIN @Epoch: 655  >>>  || LOSS Avg: 0.05381
2023-09-22 17:04:08,148:	[Coach] >>> VALID @Epoch: 655  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0364 || HITRATE@10 Avg: 0.0529 || NDCG@5 Avg: 0.0243 || NDCG@10 Avg: 0.0296
2023-09-22 17:04:08,148:	[Coach] >>> TEST  @Epoch: 655  >>> 
2023-09-22 17:04:09,733:	[Wall TIME] >>> ChiefCoach.train takes 1.585416 seconds ...
2023-09-22 17:04:09,791:	[Coach] >>> TRAIN @Epoch: 656  >>>  || LOSS Avg: 0.05397
2023-09-22 17:04:09,791:	[Coach] >>> VALID @Epoch: 656  >>> 
2023-09-22 17:04:09,791:	[Coach] >>> TEST  @Epoch: 656  >>> 
2023-09-22 17:04:11,504:	[Wall TIME] >>> ChiefCoach.train takes 1.713330 seconds ...
2023-09-22 17:04:11,580:	[Coach] >>> TRAIN @Epoch: 657  >>>  || LOSS Avg: 0.05378
2023-09-22 17:04:11,581:	[Coach] >>> VALID @Epoch: 657  >>> 
2023-09-22 17:04:11,581:	[Coach] >>> TEST  @Epoch: 657  >>> 
2023-09-22 17:04:13,053:	[Wall TIME] >>> ChiefCoach.train takes 1.471990 seconds ...
2023-09-22 17:04:13,118:	[Coach] >>> TRAIN @Epoch: 658  >>>  || LOSS Avg: 0.05351
2023-09-22 17:04:13,119:	[Coach] >>> VALID @Epoch: 658  >>> 
2023-09-22 17:04:13,119:	[Coach] >>> TEST  @Epoch: 658  >>> 
2023-09-22 17:04:14,713:	[Wall TIME] >>> ChiefCoach.train takes 1.593552 seconds ...
2023-09-22 17:04:14,779:	[Coach] >>> TRAIN @Epoch: 659  >>>  || LOSS Avg: 0.05404
2023-09-22 17:04:14,779:	[Coach] >>> VALID @Epoch: 659  >>> 
2023-09-22 17:04:14,779:	[Coach] >>> TEST  @Epoch: 659  >>> 
2023-09-22 17:04:16,344:	[Wall TIME] >>> ChiefCoach.train takes 1.565014 seconds ...
2023-09-22 17:04:17,279:	[Wall TIME] >>> ChiefCoach.valid takes 0.869465 seconds ...
2023-09-22 17:04:17,280:	[Coach] >>> TRAIN @Epoch: 660  >>>  || LOSS Avg: 0.05360
2023-09-22 17:04:17,280:	[Coach] >>> VALID @Epoch: 660  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0368 || HITRATE@10 Avg: 0.0530 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0297
2023-09-22 17:04:17,280:	[Coach] >>> TEST  @Epoch: 660  >>> 
2023-09-22 17:04:18,883:	[Wall TIME] >>> ChiefCoach.train takes 1.602832 seconds ...
2023-09-22 17:04:18,941:	[Coach] >>> TRAIN @Epoch: 661  >>>  || LOSS Avg: 0.05404
2023-09-22 17:04:18,941:	[Coach] >>> VALID @Epoch: 661  >>> 
2023-09-22 17:04:18,941:	[Coach] >>> TEST  @Epoch: 661  >>> 
2023-09-22 17:04:20,235:	[Wall TIME] >>> ChiefCoach.train takes 1.293141 seconds ...
2023-09-22 17:04:20,303:	[Coach] >>> TRAIN @Epoch: 662  >>>  || LOSS Avg: 0.05366
2023-09-22 17:04:20,303:	[Coach] >>> VALID @Epoch: 662  >>> 
2023-09-22 17:04:20,304:	[Coach] >>> TEST  @Epoch: 662  >>> 
2023-09-22 17:04:21,812:	[Wall TIME] >>> ChiefCoach.train takes 1.508288 seconds ...
2023-09-22 17:04:21,877:	[Coach] >>> TRAIN @Epoch: 663  >>>  || LOSS Avg: 0.05365
2023-09-22 17:04:21,878:	[Coach] >>> VALID @Epoch: 663  >>> 
2023-09-22 17:04:21,878:	[Coach] >>> TEST  @Epoch: 663  >>> 
2023-09-22 17:04:23,366:	[Wall TIME] >>> ChiefCoach.train takes 1.487949 seconds ...
2023-09-22 17:04:23,432:	[Coach] >>> TRAIN @Epoch: 664  >>>  || LOSS Avg: 0.05433
2023-09-22 17:04:23,432:	[Coach] >>> VALID @Epoch: 664  >>> 
2023-09-22 17:04:23,433:	[Coach] >>> TEST  @Epoch: 664  >>> 
2023-09-22 17:04:25,085:	[Wall TIME] >>> ChiefCoach.train takes 1.652139 seconds ...
2023-09-22 17:04:26,063:	[Wall TIME] >>> ChiefCoach.valid takes 0.900516 seconds ...
2023-09-22 17:04:26,064:	[Coach] >>> TRAIN @Epoch: 665  >>>  || LOSS Avg: 0.05404
2023-09-22 17:04:26,064:	[Coach] >>> VALID @Epoch: 665  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0365 || HITRATE@10 Avg: 0.0532 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0295
2023-09-22 17:04:26,064:	[Coach] >>> TEST  @Epoch: 665  >>> 
2023-09-22 17:04:27,568:	[Wall TIME] >>> ChiefCoach.train takes 1.504040 seconds ...
2023-09-22 17:04:27,626:	[Coach] >>> TRAIN @Epoch: 666  >>>  || LOSS Avg: 0.05396
2023-09-22 17:04:27,626:	[Coach] >>> VALID @Epoch: 666  >>> 
2023-09-22 17:04:27,626:	[Coach] >>> TEST  @Epoch: 666  >>> 
2023-09-22 17:04:29,238:	[Wall TIME] >>> ChiefCoach.train takes 1.612241 seconds ...
2023-09-22 17:04:29,296:	[Coach] >>> TRAIN @Epoch: 667  >>>  || LOSS Avg: 0.05413
2023-09-22 17:04:29,297:	[Coach] >>> VALID @Epoch: 667  >>> 
2023-09-22 17:04:29,297:	[Coach] >>> TEST  @Epoch: 667  >>> 
2023-09-22 17:04:30,815:	[Wall TIME] >>> ChiefCoach.train takes 1.518040 seconds ...
2023-09-22 17:04:30,868:	[Coach] >>> TRAIN @Epoch: 668  >>>  || LOSS Avg: 0.05393
2023-09-22 17:04:30,869:	[Coach] >>> VALID @Epoch: 668  >>> 
2023-09-22 17:04:30,869:	[Coach] >>> TEST  @Epoch: 668  >>> 
2023-09-22 17:04:32,239:	[Wall TIME] >>> ChiefCoach.train takes 1.369706 seconds ...
2023-09-22 17:04:32,299:	[Coach] >>> TRAIN @Epoch: 669  >>>  || LOSS Avg: 0.05383
2023-09-22 17:04:32,299:	[Coach] >>> VALID @Epoch: 669  >>> 
2023-09-22 17:04:32,300:	[Coach] >>> TEST  @Epoch: 669  >>> 
2023-09-22 17:04:33,603:	[Wall TIME] >>> ChiefCoach.train takes 1.303537 seconds ...
2023-09-22 17:04:34,616:	[Wall TIME] >>> ChiefCoach.valid takes 0.882415 seconds ...
2023-09-22 17:04:34,616:	[Coach] >>> TRAIN @Epoch: 670  >>>  || LOSS Avg: 0.05313
2023-09-22 17:04:34,616:	[Coach] >>> VALID @Epoch: 670  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0365 || HITRATE@10 Avg: 0.0530 || NDCG@5 Avg: 0.0242 || NDCG@10 Avg: 0.0295
2023-09-22 17:04:34,616:	[Coach] >>> TEST  @Epoch: 670  >>> 
2023-09-22 17:04:36,204:	[Wall TIME] >>> ChiefCoach.train takes 1.587321 seconds ...
2023-09-22 17:04:36,267:	[Coach] >>> TRAIN @Epoch: 671  >>>  || LOSS Avg: 0.05379
2023-09-22 17:04:36,267:	[Coach] >>> VALID @Epoch: 671  >>> 
2023-09-22 17:04:36,268:	[Coach] >>> TEST  @Epoch: 671  >>> 
2023-09-22 17:04:37,979:	[Wall TIME] >>> ChiefCoach.train takes 1.711313 seconds ...
2023-09-22 17:04:38,034:	[Coach] >>> TRAIN @Epoch: 672  >>>  || LOSS Avg: 0.05409
2023-09-22 17:04:38,034:	[Coach] >>> VALID @Epoch: 672  >>> 
2023-09-22 17:04:38,034:	[Coach] >>> TEST  @Epoch: 672  >>> 
2023-09-22 17:04:39,561:	[Wall TIME] >>> ChiefCoach.train takes 1.526552 seconds ...
2023-09-22 17:04:39,625:	[Coach] >>> TRAIN @Epoch: 673  >>>  || LOSS Avg: 0.05348
2023-09-22 17:04:39,625:	[Coach] >>> VALID @Epoch: 673  >>> 
2023-09-22 17:04:39,625:	[Coach] >>> TEST  @Epoch: 673  >>> 
2023-09-22 17:04:41,107:	[Wall TIME] >>> ChiefCoach.train takes 1.481883 seconds ...
2023-09-22 17:04:41,175:	[Coach] >>> TRAIN @Epoch: 674  >>>  || LOSS Avg: 0.05392
2023-09-22 17:04:41,175:	[Coach] >>> VALID @Epoch: 674  >>> 
2023-09-22 17:04:41,175:	[Coach] >>> TEST  @Epoch: 674  >>> 
2023-09-22 17:04:42,729:	[Wall TIME] >>> ChiefCoach.train takes 1.553960 seconds ...
2023-09-22 17:04:43,604:	[Wall TIME] >>> ChiefCoach.valid takes 0.812743 seconds ...
2023-09-22 17:04:43,604:	[Coach] >>> TRAIN @Epoch: 675  >>>  || LOSS Avg: 0.05388
2023-09-22 17:04:43,604:	[Coach] >>> VALID @Epoch: 675  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0360 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0296
2023-09-22 17:04:43,604:	[Coach] >>> TEST  @Epoch: 675  >>> 
2023-09-22 17:04:45,347:	[Wall TIME] >>> ChiefCoach.train takes 1.742899 seconds ...
2023-09-22 17:04:45,463:	[Coach] >>> TRAIN @Epoch: 676  >>>  || LOSS Avg: 0.05350
2023-09-22 17:04:45,464:	[Coach] >>> VALID @Epoch: 676  >>> 
2023-09-22 17:04:45,464:	[Coach] >>> TEST  @Epoch: 676  >>> 
2023-09-22 17:04:47,273:	[Wall TIME] >>> ChiefCoach.train takes 1.809441 seconds ...
2023-09-22 17:04:47,504:	[Coach] >>> TRAIN @Epoch: 677  >>>  || LOSS Avg: 0.05366
2023-09-22 17:04:47,504:	[Coach] >>> VALID @Epoch: 677  >>> 
2023-09-22 17:04:47,504:	[Coach] >>> TEST  @Epoch: 677  >>> 
2023-09-22 17:04:48,805:	[Wall TIME] >>> ChiefCoach.train takes 1.300893 seconds ...
2023-09-22 17:04:48,867:	[Coach] >>> TRAIN @Epoch: 678  >>>  || LOSS Avg: 0.05395
2023-09-22 17:04:48,867:	[Coach] >>> VALID @Epoch: 678  >>> 
2023-09-22 17:04:48,867:	[Coach] >>> TEST  @Epoch: 678  >>> 
2023-09-22 17:04:50,364:	[Wall TIME] >>> ChiefCoach.train takes 1.496654 seconds ...
2023-09-22 17:04:50,423:	[Coach] >>> TRAIN @Epoch: 679  >>>  || LOSS Avg: 0.05382
2023-09-22 17:04:50,423:	[Coach] >>> VALID @Epoch: 679  >>> 
2023-09-22 17:04:50,423:	[Coach] >>> TEST  @Epoch: 679  >>> 
2023-09-22 17:04:51,931:	[Wall TIME] >>> ChiefCoach.train takes 1.508414 seconds ...
2023-09-22 17:04:52,858:	[Wall TIME] >>> ChiefCoach.valid takes 0.871730 seconds ...
2023-09-22 17:04:52,859:	[Coach] >>> TRAIN @Epoch: 680  >>>  || LOSS Avg: 0.05371
2023-09-22 17:04:52,859:	[Coach] >>> VALID @Epoch: 680  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0359 || HITRATE@10 Avg: 0.0537 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0295
2023-09-22 17:04:52,859:	[Coach] >>> TEST  @Epoch: 680  >>> 
2023-09-22 17:04:54,428:	[Wall TIME] >>> ChiefCoach.train takes 1.569194 seconds ...
2023-09-22 17:04:54,514:	[Coach] >>> TRAIN @Epoch: 681  >>>  || LOSS Avg: 0.05398
2023-09-22 17:04:54,514:	[Coach] >>> VALID @Epoch: 681  >>> 
2023-09-22 17:04:54,515:	[Coach] >>> TEST  @Epoch: 681  >>> 
2023-09-22 17:04:55,930:	[Wall TIME] >>> ChiefCoach.train takes 1.415249 seconds ...
2023-09-22 17:04:56,058:	[Coach] >>> TRAIN @Epoch: 682  >>>  || LOSS Avg: 0.05380
2023-09-22 17:04:56,058:	[Coach] >>> VALID @Epoch: 682  >>> 
2023-09-22 17:04:56,059:	[Coach] >>> TEST  @Epoch: 682  >>> 
2023-09-22 17:04:57,724:	[Wall TIME] >>> ChiefCoach.train takes 1.665645 seconds ...
2023-09-22 17:04:57,797:	[Coach] >>> TRAIN @Epoch: 683  >>>  || LOSS Avg: 0.05401
2023-09-22 17:04:57,797:	[Coach] >>> VALID @Epoch: 683  >>> 
2023-09-22 17:04:57,797:	[Coach] >>> TEST  @Epoch: 683  >>> 
2023-09-22 17:04:59,353:	[Wall TIME] >>> ChiefCoach.train takes 1.555044 seconds ...
2023-09-22 17:04:59,464:	[Coach] >>> TRAIN @Epoch: 684  >>>  || LOSS Avg: 0.05350
2023-09-22 17:04:59,465:	[Coach] >>> VALID @Epoch: 684  >>> 
2023-09-22 17:04:59,465:	[Coach] >>> TEST  @Epoch: 684  >>> 
2023-09-22 17:05:01,006:	[Wall TIME] >>> ChiefCoach.train takes 1.541584 seconds ...
2023-09-22 17:05:02,049:	[Wall TIME] >>> ChiefCoach.valid takes 0.899118 seconds ...
2023-09-22 17:05:02,049:	[Coach] >>> TRAIN @Epoch: 685  >>>  || LOSS Avg: 0.05363
2023-09-22 17:05:02,050:	[Coach] >>> VALID @Epoch: 685  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0536 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0297
2023-09-22 17:05:02,050:	[Coach] >>> TEST  @Epoch: 685  >>> 
2023-09-22 17:05:03,563:	[Wall TIME] >>> ChiefCoach.train takes 1.512920 seconds ...
2023-09-22 17:05:03,625:	[Coach] >>> TRAIN @Epoch: 686  >>>  || LOSS Avg: 0.05359
2023-09-22 17:05:03,625:	[Coach] >>> VALID @Epoch: 686  >>> 
2023-09-22 17:05:03,625:	[Coach] >>> TEST  @Epoch: 686  >>> 
2023-09-22 17:05:05,140:	[Wall TIME] >>> ChiefCoach.train takes 1.514965 seconds ...
2023-09-22 17:05:05,202:	[Coach] >>> TRAIN @Epoch: 687  >>>  || LOSS Avg: 0.05362
2023-09-22 17:05:05,202:	[Coach] >>> VALID @Epoch: 687  >>> 
2023-09-22 17:05:05,202:	[Coach] >>> TEST  @Epoch: 687  >>> 
2023-09-22 17:05:06,688:	[Wall TIME] >>> ChiefCoach.train takes 1.485838 seconds ...
2023-09-22 17:05:06,755:	[Coach] >>> TRAIN @Epoch: 688  >>>  || LOSS Avg: 0.05341
2023-09-22 17:05:06,755:	[Coach] >>> VALID @Epoch: 688  >>> 
2023-09-22 17:05:06,755:	[Coach] >>> TEST  @Epoch: 688  >>> 
2023-09-22 17:05:08,183:	[Wall TIME] >>> ChiefCoach.train takes 1.427815 seconds ...
2023-09-22 17:05:08,241:	[Coach] >>> TRAIN @Epoch: 689  >>>  || LOSS Avg: 0.05340
2023-09-22 17:05:08,241:	[Coach] >>> VALID @Epoch: 689  >>> 
2023-09-22 17:05:08,241:	[Coach] >>> TEST  @Epoch: 689  >>> 
2023-09-22 17:05:09,517:	[Wall TIME] >>> ChiefCoach.train takes 1.276003 seconds ...
2023-09-22 17:05:10,452:	[Wall TIME] >>> ChiefCoach.valid takes 0.850586 seconds ...
2023-09-22 17:05:10,452:	[Coach] >>> TRAIN @Epoch: 690  >>>  || LOSS Avg: 0.05348
2023-09-22 17:05:10,452:	[Coach] >>> VALID @Epoch: 690  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0364 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0242 || NDCG@10 Avg: 0.0300
2023-09-22 17:05:10,452:	[Coach] >>> TEST  @Epoch: 690  >>> 
2023-09-22 17:05:11,893:	[Wall TIME] >>> ChiefCoach.train takes 1.440735 seconds ...
2023-09-22 17:05:11,965:	[Coach] >>> TRAIN @Epoch: 691  >>>  || LOSS Avg: 0.05345
2023-09-22 17:05:11,965:	[Coach] >>> VALID @Epoch: 691  >>> 
2023-09-22 17:05:11,965:	[Coach] >>> TEST  @Epoch: 691  >>> 
2023-09-22 17:05:13,331:	[Wall TIME] >>> ChiefCoach.train takes 1.365488 seconds ...
2023-09-22 17:05:13,607:	[Coach] >>> TRAIN @Epoch: 692  >>>  || LOSS Avg: 0.05337
2023-09-22 17:05:13,607:	[Coach] >>> VALID @Epoch: 692  >>> 
2023-09-22 17:05:13,607:	[Coach] >>> TEST  @Epoch: 692  >>> 
2023-09-22 17:05:14,982:	[Wall TIME] >>> ChiefCoach.train takes 1.374865 seconds ...
2023-09-22 17:05:15,231:	[Coach] >>> TRAIN @Epoch: 693  >>>  || LOSS Avg: 0.05347
2023-09-22 17:05:15,231:	[Coach] >>> VALID @Epoch: 693  >>> 
2023-09-22 17:05:15,232:	[Coach] >>> TEST  @Epoch: 693  >>> 
2023-09-22 17:05:16,864:	[Wall TIME] >>> ChiefCoach.train takes 1.631948 seconds ...
2023-09-22 17:05:16,927:	[Coach] >>> TRAIN @Epoch: 694  >>>  || LOSS Avg: 0.05353
2023-09-22 17:05:16,928:	[Coach] >>> VALID @Epoch: 694  >>> 
2023-09-22 17:05:16,928:	[Coach] >>> TEST  @Epoch: 694  >>> 
2023-09-22 17:05:18,324:	[Wall TIME] >>> ChiefCoach.train takes 1.395931 seconds ...
2023-09-22 17:05:19,247:	[Wall TIME] >>> ChiefCoach.valid takes 0.863780 seconds ...
2023-09-22 17:05:19,248:	[Coach] >>> TRAIN @Epoch: 695  >>>  || LOSS Avg: 0.05399
2023-09-22 17:05:19,248:	[Coach] >>> VALID @Epoch: 695  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0360 || HITRATE@10 Avg: 0.0535 || NDCG@5 Avg: 0.0242 || NDCG@10 Avg: 0.0299
2023-09-22 17:05:19,248:	[Coach] >>> TEST  @Epoch: 695  >>> 
2023-09-22 17:05:20,859:	[Wall TIME] >>> ChiefCoach.train takes 1.611215 seconds ...
2023-09-22 17:05:20,917:	[Coach] >>> TRAIN @Epoch: 696  >>>  || LOSS Avg: 0.05347
2023-09-22 17:05:20,918:	[Coach] >>> VALID @Epoch: 696  >>> 
2023-09-22 17:05:20,918:	[Coach] >>> TEST  @Epoch: 696  >>> 
2023-09-22 17:05:22,350:	[Wall TIME] >>> ChiefCoach.train takes 1.432372 seconds ...
2023-09-22 17:05:22,434:	[Coach] >>> TRAIN @Epoch: 697  >>>  || LOSS Avg: 0.05334
2023-09-22 17:05:22,434:	[Coach] >>> VALID @Epoch: 697  >>> 
2023-09-22 17:05:22,434:	[Coach] >>> TEST  @Epoch: 697  >>> 
2023-09-22 17:05:24,057:	[Wall TIME] >>> ChiefCoach.train takes 1.622384 seconds ...
2023-09-22 17:05:24,162:	[Coach] >>> TRAIN @Epoch: 698  >>>  || LOSS Avg: 0.05365
2023-09-22 17:05:24,163:	[Coach] >>> VALID @Epoch: 698  >>> 
2023-09-22 17:05:24,163:	[Coach] >>> TEST  @Epoch: 698  >>> 
2023-09-22 17:05:25,518:	[Wall TIME] >>> ChiefCoach.train takes 1.354779 seconds ...
2023-09-22 17:05:25,574:	[Coach] >>> TRAIN @Epoch: 699  >>>  || LOSS Avg: 0.05343
2023-09-22 17:05:25,574:	[Coach] >>> VALID @Epoch: 699  >>> 
2023-09-22 17:05:25,574:	[Coach] >>> TEST  @Epoch: 699  >>> 
2023-09-22 17:05:26,888:	[Wall TIME] >>> ChiefCoach.train takes 1.314015 seconds ...
2023-09-22 17:05:27,800:	[Wall TIME] >>> ChiefCoach.valid takes 0.802971 seconds ...
2023-09-22 17:05:27,800:	[Coach] >>> TRAIN @Epoch: 700  >>>  || LOSS Avg: 0.05305
2023-09-22 17:05:27,800:	[Coach] >>> VALID @Epoch: 700  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0533 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0298
2023-09-22 17:05:27,800:	[Coach] >>> TEST  @Epoch: 700  >>> 
2023-09-22 17:05:29,270:	[Wall TIME] >>> ChiefCoach.train takes 1.468907 seconds ...
2023-09-22 17:05:29,331:	[Coach] >>> TRAIN @Epoch: 701  >>>  || LOSS Avg: 0.05382
2023-09-22 17:05:29,331:	[Coach] >>> VALID @Epoch: 701  >>> 
2023-09-22 17:05:29,331:	[Coach] >>> TEST  @Epoch: 701  >>> 
2023-09-22 17:05:30,697:	[Wall TIME] >>> ChiefCoach.train takes 1.365635 seconds ...
2023-09-22 17:05:30,756:	[Coach] >>> TRAIN @Epoch: 702  >>>  || LOSS Avg: 0.05303
2023-09-22 17:05:30,756:	[Coach] >>> VALID @Epoch: 702  >>> 
2023-09-22 17:05:30,756:	[Coach] >>> TEST  @Epoch: 702  >>> 
2023-09-22 17:05:32,196:	[Wall TIME] >>> ChiefCoach.train takes 1.439417 seconds ...
2023-09-22 17:05:32,311:	[Coach] >>> TRAIN @Epoch: 703  >>>  || LOSS Avg: 0.05341
2023-09-22 17:05:32,312:	[Coach] >>> VALID @Epoch: 703  >>> 
2023-09-22 17:05:32,312:	[Coach] >>> TEST  @Epoch: 703  >>> 
2023-09-22 17:05:34,067:	[Wall TIME] >>> ChiefCoach.train takes 1.755395 seconds ...
2023-09-22 17:05:34,125:	[Coach] >>> TRAIN @Epoch: 704  >>>  || LOSS Avg: 0.05330
2023-09-22 17:05:34,125:	[Coach] >>> VALID @Epoch: 704  >>> 
2023-09-22 17:05:34,125:	[Coach] >>> TEST  @Epoch: 704  >>> 
2023-09-22 17:05:35,852:	[Wall TIME] >>> ChiefCoach.train takes 1.726532 seconds ...
2023-09-22 17:05:36,883:	[Wall TIME] >>> ChiefCoach.valid takes 0.920557 seconds ...
2023-09-22 17:05:36,883:	[Coach] >>> TRAIN @Epoch: 705  >>>  || LOSS Avg: 0.05318
2023-09-22 17:05:36,883:	[Coach] >>> VALID @Epoch: 705  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0297
2023-09-22 17:05:36,883:	[Coach] >>> TEST  @Epoch: 705  >>> 
2023-09-22 17:05:38,399:	[Wall TIME] >>> ChiefCoach.train takes 1.515164 seconds ...
2023-09-22 17:05:38,506:	[Coach] >>> TRAIN @Epoch: 706  >>>  || LOSS Avg: 0.05363
2023-09-22 17:05:38,506:	[Coach] >>> VALID @Epoch: 706  >>> 
2023-09-22 17:05:38,506:	[Coach] >>> TEST  @Epoch: 706  >>> 
2023-09-22 17:05:39,897:	[Wall TIME] >>> ChiefCoach.train takes 1.390565 seconds ...
2023-09-22 17:05:39,951:	[Coach] >>> TRAIN @Epoch: 707  >>>  || LOSS Avg: 0.05350
2023-09-22 17:05:39,951:	[Coach] >>> VALID @Epoch: 707  >>> 
2023-09-22 17:05:39,951:	[Coach] >>> TEST  @Epoch: 707  >>> 
2023-09-22 17:05:41,248:	[Wall TIME] >>> ChiefCoach.train takes 1.296634 seconds ...
2023-09-22 17:05:41,316:	[Coach] >>> TRAIN @Epoch: 708  >>>  || LOSS Avg: 0.05338
2023-09-22 17:05:41,317:	[Coach] >>> VALID @Epoch: 708  >>> 
2023-09-22 17:05:41,317:	[Coach] >>> TEST  @Epoch: 708  >>> 
2023-09-22 17:05:42,768:	[Wall TIME] >>> ChiefCoach.train takes 1.451151 seconds ...
2023-09-22 17:05:42,888:	[Coach] >>> TRAIN @Epoch: 709  >>>  || LOSS Avg: 0.05358
2023-09-22 17:05:42,888:	[Coach] >>> VALID @Epoch: 709  >>> 
2023-09-22 17:05:42,888:	[Coach] >>> TEST  @Epoch: 709  >>> 
2023-09-22 17:05:44,261:	[Wall TIME] >>> ChiefCoach.train takes 1.372459 seconds ...
2023-09-22 17:05:45,185:	[Wall TIME] >>> ChiefCoach.valid takes 0.864891 seconds ...
2023-09-22 17:05:45,185:	[Coach] >>> TRAIN @Epoch: 710  >>>  || LOSS Avg: 0.05347
2023-09-22 17:05:45,185:	[Coach] >>> VALID @Epoch: 710  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0358 || HITRATE@10 Avg: 0.0531 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0295
2023-09-22 17:05:45,186:	[Coach] >>> TEST  @Epoch: 710  >>> 
2023-09-22 17:05:46,602:	[Wall TIME] >>> ChiefCoach.train takes 1.415803 seconds ...
2023-09-22 17:05:46,684:	[Coach] >>> TRAIN @Epoch: 711  >>>  || LOSS Avg: 0.05366
2023-09-22 17:05:46,684:	[Coach] >>> VALID @Epoch: 711  >>> 
2023-09-22 17:05:46,684:	[Coach] >>> TEST  @Epoch: 711  >>> 
2023-09-22 17:05:48,147:	[Wall TIME] >>> ChiefCoach.train takes 1.462300 seconds ...
2023-09-22 17:05:48,225:	[Coach] >>> TRAIN @Epoch: 712  >>>  || LOSS Avg: 0.05329
2023-09-22 17:05:48,225:	[Coach] >>> VALID @Epoch: 712  >>> 
2023-09-22 17:05:48,226:	[Coach] >>> TEST  @Epoch: 712  >>> 
2023-09-22 17:05:49,705:	[Wall TIME] >>> ChiefCoach.train takes 1.479100 seconds ...
2023-09-22 17:05:49,818:	[Coach] >>> TRAIN @Epoch: 713  >>>  || LOSS Avg: 0.05318
2023-09-22 17:05:49,818:	[Coach] >>> VALID @Epoch: 713  >>> 
2023-09-22 17:05:49,818:	[Coach] >>> TEST  @Epoch: 713  >>> 
2023-09-22 17:05:51,212:	[Wall TIME] >>> ChiefCoach.train takes 1.393157 seconds ...
2023-09-22 17:05:51,640:	[Coach] >>> TRAIN @Epoch: 714  >>>  || LOSS Avg: 0.05323
2023-09-22 17:05:51,640:	[Coach] >>> VALID @Epoch: 714  >>> 
2023-09-22 17:05:51,640:	[Coach] >>> TEST  @Epoch: 714  >>> 
2023-09-22 17:05:53,136:	[Wall TIME] >>> ChiefCoach.train takes 1.496189 seconds ...
2023-09-22 17:05:54,224:	[Wall TIME] >>> ChiefCoach.valid takes 0.992927 seconds ...
2023-09-22 17:05:54,224:	[Coach] >>> TRAIN @Epoch: 715  >>>  || LOSS Avg: 0.05348
2023-09-22 17:05:54,225:	[Coach] >>> VALID @Epoch: 715  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0366 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0299
2023-09-22 17:05:54,225:	[Coach] >>> TEST  @Epoch: 715  >>> 
2023-09-22 17:05:55,469:	[Wall TIME] >>> ChiefCoach.train takes 1.244150 seconds ...
2023-09-22 17:05:55,527:	[Coach] >>> TRAIN @Epoch: 716  >>>  || LOSS Avg: 0.05307
2023-09-22 17:05:55,527:	[Coach] >>> VALID @Epoch: 716  >>> 
2023-09-22 17:05:55,527:	[Coach] >>> TEST  @Epoch: 716  >>> 
2023-09-22 17:05:56,628:	[Wall TIME] >>> ChiefCoach.train takes 1.100924 seconds ...
2023-09-22 17:05:56,684:	[Coach] >>> TRAIN @Epoch: 717  >>>  || LOSS Avg: 0.05278
2023-09-22 17:05:56,684:	[Coach] >>> VALID @Epoch: 717  >>> 
2023-09-22 17:05:56,684:	[Coach] >>> TEST  @Epoch: 717  >>> 
2023-09-22 17:05:57,907:	[Wall TIME] >>> ChiefCoach.train takes 1.222542 seconds ...
2023-09-22 17:05:57,960:	[Coach] >>> TRAIN @Epoch: 718  >>>  || LOSS Avg: 0.05290
2023-09-22 17:05:57,960:	[Coach] >>> VALID @Epoch: 718  >>> 
2023-09-22 17:05:57,960:	[Coach] >>> TEST  @Epoch: 718  >>> 
2023-09-22 17:05:59,211:	[Wall TIME] >>> ChiefCoach.train takes 1.250641 seconds ...
2023-09-22 17:05:59,267:	[Coach] >>> TRAIN @Epoch: 719  >>>  || LOSS Avg: 0.05357
2023-09-22 17:05:59,267:	[Coach] >>> VALID @Epoch: 719  >>> 
2023-09-22 17:05:59,267:	[Coach] >>> TEST  @Epoch: 719  >>> 
2023-09-22 17:06:00,507:	[Wall TIME] >>> ChiefCoach.train takes 1.240135 seconds ...
2023-09-22 17:06:01,468:	[Wall TIME] >>> ChiefCoach.valid takes 0.846434 seconds ...
2023-09-22 17:06:01,468:	[Coach] >>> TRAIN @Epoch: 720  >>>  || LOSS Avg: 0.05379
2023-09-22 17:06:01,468:	[Coach] >>> VALID @Epoch: 720  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0370 || HITRATE@10 Avg: 0.0535 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0298
2023-09-22 17:06:01,468:	[Coach] >>> TEST  @Epoch: 720  >>> 
2023-09-22 17:06:02,822:	[Wall TIME] >>> ChiefCoach.train takes 1.353823 seconds ...
2023-09-22 17:06:02,950:	[Coach] >>> TRAIN @Epoch: 721  >>>  || LOSS Avg: 0.05361
2023-09-22 17:06:02,951:	[Coach] >>> VALID @Epoch: 721  >>> 
2023-09-22 17:06:02,951:	[Coach] >>> TEST  @Epoch: 721  >>> 
2023-09-22 17:06:04,203:	[Wall TIME] >>> ChiefCoach.train takes 1.251709 seconds ...
2023-09-22 17:06:04,262:	[Coach] >>> TRAIN @Epoch: 722  >>>  || LOSS Avg: 0.05338
2023-09-22 17:06:04,263:	[Coach] >>> VALID @Epoch: 722  >>> 
2023-09-22 17:06:04,263:	[Coach] >>> TEST  @Epoch: 722  >>> 
2023-09-22 17:06:05,523:	[Wall TIME] >>> ChiefCoach.train takes 1.260515 seconds ...
2023-09-22 17:06:05,586:	[Coach] >>> TRAIN @Epoch: 723  >>>  || LOSS Avg: 0.05307
2023-09-22 17:06:05,587:	[Coach] >>> VALID @Epoch: 723  >>> 
2023-09-22 17:06:05,587:	[Coach] >>> TEST  @Epoch: 723  >>> 
2023-09-22 17:06:06,762:	[Wall TIME] >>> ChiefCoach.train takes 1.174613 seconds ...
2023-09-22 17:06:06,819:	[Coach] >>> TRAIN @Epoch: 724  >>>  || LOSS Avg: 0.05359
2023-09-22 17:06:06,819:	[Coach] >>> VALID @Epoch: 724  >>> 
2023-09-22 17:06:06,820:	[Coach] >>> TEST  @Epoch: 724  >>> 
2023-09-22 17:06:08,063:	[Wall TIME] >>> ChiefCoach.train takes 1.242993 seconds ...
2023-09-22 17:06:09,230:	[Wall TIME] >>> ChiefCoach.valid takes 0.853992 seconds ...
2023-09-22 17:06:09,230:	[Coach] >>> Better ***NDCG@10*** of ***0.0301*** 
2023-09-22 17:06:09,251:	[Coach] >>> TRAIN @Epoch: 725  >>>  || LOSS Avg: 0.05336
2023-09-22 17:06:09,252:	[Coach] >>> VALID @Epoch: 725  >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0541 || NDCG@5 Avg: 0.0243 || NDCG@10 Avg: 0.0301
2023-09-22 17:06:09,252:	[Coach] >>> TEST  @Epoch: 725  >>> 
2023-09-22 17:06:10,451:	[Wall TIME] >>> ChiefCoach.train takes 1.198568 seconds ...
2023-09-22 17:06:10,505:	[Coach] >>> TRAIN @Epoch: 726  >>>  || LOSS Avg: 0.05365
2023-09-22 17:06:10,505:	[Coach] >>> VALID @Epoch: 726  >>> 
2023-09-22 17:06:10,506:	[Coach] >>> TEST  @Epoch: 726  >>> 
2023-09-22 17:06:11,748:	[Wall TIME] >>> ChiefCoach.train takes 1.242375 seconds ...
2023-09-22 17:06:11,804:	[Coach] >>> TRAIN @Epoch: 727  >>>  || LOSS Avg: 0.05325
2023-09-22 17:06:11,804:	[Coach] >>> VALID @Epoch: 727  >>> 
2023-09-22 17:06:11,804:	[Coach] >>> TEST  @Epoch: 727  >>> 
2023-09-22 17:06:13,024:	[Wall TIME] >>> ChiefCoach.train takes 1.218951 seconds ...
2023-09-22 17:06:13,084:	[Coach] >>> TRAIN @Epoch: 728  >>>  || LOSS Avg: 0.05362
2023-09-22 17:06:13,085:	[Coach] >>> VALID @Epoch: 728  >>> 
2023-09-22 17:06:13,085:	[Coach] >>> TEST  @Epoch: 728  >>> 
2023-09-22 17:06:14,356:	[Wall TIME] >>> ChiefCoach.train takes 1.270646 seconds ...
2023-09-22 17:06:14,632:	[Coach] >>> TRAIN @Epoch: 729  >>>  || LOSS Avg: 0.05316
2023-09-22 17:06:14,632:	[Coach] >>> VALID @Epoch: 729  >>> 
2023-09-22 17:06:14,633:	[Coach] >>> TEST  @Epoch: 729  >>> 
2023-09-22 17:06:15,890:	[Wall TIME] >>> ChiefCoach.train takes 1.257071 seconds ...
2023-09-22 17:06:16,839:	[Wall TIME] >>> ChiefCoach.valid takes 0.870764 seconds ...
2023-09-22 17:06:16,839:	[Coach] >>> TRAIN @Epoch: 730  >>>  || LOSS Avg: 0.05358
2023-09-22 17:06:16,839:	[Coach] >>> VALID @Epoch: 730  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0359 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0242 || NDCG@10 Avg: 0.0299
2023-09-22 17:06:16,839:	[Coach] >>> TEST  @Epoch: 730  >>> 
2023-09-22 17:06:18,493:	[Wall TIME] >>> ChiefCoach.train takes 1.653463 seconds ...
2023-09-22 17:06:18,710:	[Coach] >>> TRAIN @Epoch: 731  >>>  || LOSS Avg: 0.05310
2023-09-22 17:06:18,710:	[Coach] >>> VALID @Epoch: 731  >>> 
2023-09-22 17:06:18,710:	[Coach] >>> TEST  @Epoch: 731  >>> 
2023-09-22 17:06:20,063:	[Wall TIME] >>> ChiefCoach.train takes 1.352761 seconds ...
2023-09-22 17:06:20,126:	[Coach] >>> TRAIN @Epoch: 732  >>>  || LOSS Avg: 0.05354
2023-09-22 17:06:20,126:	[Coach] >>> VALID @Epoch: 732  >>> 
2023-09-22 17:06:20,126:	[Coach] >>> TEST  @Epoch: 732  >>> 
2023-09-22 17:06:21,683:	[Wall TIME] >>> ChiefCoach.train takes 1.556521 seconds ...
2023-09-22 17:06:21,793:	[Coach] >>> TRAIN @Epoch: 733  >>>  || LOSS Avg: 0.05302
2023-09-22 17:06:21,793:	[Coach] >>> VALID @Epoch: 733  >>> 
2023-09-22 17:06:21,793:	[Coach] >>> TEST  @Epoch: 733  >>> 
2023-09-22 17:06:23,148:	[Wall TIME] >>> ChiefCoach.train takes 1.354394 seconds ...
2023-09-22 17:06:23,198:	[Coach] >>> TRAIN @Epoch: 734  >>>  || LOSS Avg: 0.05362
2023-09-22 17:06:23,198:	[Coach] >>> VALID @Epoch: 734  >>> 
2023-09-22 17:06:23,198:	[Coach] >>> TEST  @Epoch: 734  >>> 
2023-09-22 17:06:24,566:	[Wall TIME] >>> ChiefCoach.train takes 1.367424 seconds ...
2023-09-22 17:06:25,473:	[Wall TIME] >>> ChiefCoach.valid takes 0.847713 seconds ...
2023-09-22 17:06:25,473:	[Coach] >>> Better ***NDCG@10*** of ***0.0301*** 
2023-09-22 17:06:25,495:	[Coach] >>> TRAIN @Epoch: 735  >>>  || LOSS Avg: 0.05310
2023-09-22 17:06:25,495:	[Coach] >>> VALID @Epoch: 735  >>>  || HITRATE@1 Avg: 0.0125 || HITRATE@5 Avg: 0.0364 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0301
2023-09-22 17:06:25,495:	[Coach] >>> TEST  @Epoch: 735  >>> 
2023-09-22 17:06:26,699:	[Wall TIME] >>> ChiefCoach.train takes 1.203854 seconds ...
2023-09-22 17:06:26,776:	[Coach] >>> TRAIN @Epoch: 736  >>>  || LOSS Avg: 0.05343
2023-09-22 17:06:26,777:	[Coach] >>> VALID @Epoch: 736  >>> 
2023-09-22 17:06:26,777:	[Coach] >>> TEST  @Epoch: 736  >>> 
2023-09-22 17:06:28,322:	[Wall TIME] >>> ChiefCoach.train takes 1.544823 seconds ...
2023-09-22 17:06:28,484:	[Coach] >>> TRAIN @Epoch: 737  >>>  || LOSS Avg: 0.05309
2023-09-22 17:06:28,484:	[Coach] >>> VALID @Epoch: 737  >>> 
2023-09-22 17:06:28,484:	[Coach] >>> TEST  @Epoch: 737  >>> 
2023-09-22 17:06:29,889:	[Wall TIME] >>> ChiefCoach.train takes 1.404835 seconds ...
2023-09-22 17:06:29,970:	[Coach] >>> TRAIN @Epoch: 738  >>>  || LOSS Avg: 0.05333
2023-09-22 17:06:29,971:	[Coach] >>> VALID @Epoch: 738  >>> 
2023-09-22 17:06:29,971:	[Coach] >>> TEST  @Epoch: 738  >>> 
2023-09-22 17:06:31,470:	[Wall TIME] >>> ChiefCoach.train takes 1.499077 seconds ...
2023-09-22 17:06:31,554:	[Coach] >>> TRAIN @Epoch: 739  >>>  || LOSS Avg: 0.05335
2023-09-22 17:06:31,554:	[Coach] >>> VALID @Epoch: 739  >>> 
2023-09-22 17:06:31,554:	[Coach] >>> TEST  @Epoch: 739  >>> 
2023-09-22 17:06:33,281:	[Wall TIME] >>> ChiefCoach.train takes 1.726680 seconds ...
2023-09-22 17:06:34,323:	[Wall TIME] >>> ChiefCoach.valid takes 0.902529 seconds ...
2023-09-22 17:06:34,324:	[Coach] >>> TRAIN @Epoch: 740  >>>  || LOSS Avg: 0.05318
2023-09-22 17:06:34,324:	[Coach] >>> VALID @Epoch: 740  >>>  || HITRATE@1 Avg: 0.0122 || HITRATE@5 Avg: 0.0371 || HITRATE@10 Avg: 0.0538 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0299
2023-09-22 17:06:34,324:	[Coach] >>> TEST  @Epoch: 740  >>> 
2023-09-22 17:06:35,890:	[Wall TIME] >>> ChiefCoach.train takes 1.564963 seconds ...
2023-09-22 17:06:35,946:	[Coach] >>> TRAIN @Epoch: 741  >>>  || LOSS Avg: 0.05333
2023-09-22 17:06:35,946:	[Coach] >>> VALID @Epoch: 741  >>> 
2023-09-22 17:06:35,946:	[Coach] >>> TEST  @Epoch: 741  >>> 
2023-09-22 17:06:37,297:	[Wall TIME] >>> ChiefCoach.train takes 1.350765 seconds ...
2023-09-22 17:06:37,354:	[Coach] >>> TRAIN @Epoch: 742  >>>  || LOSS Avg: 0.05304
2023-09-22 17:06:37,354:	[Coach] >>> VALID @Epoch: 742  >>> 
2023-09-22 17:06:37,354:	[Coach] >>> TEST  @Epoch: 742  >>> 
2023-09-22 17:06:39,128:	[Wall TIME] >>> ChiefCoach.train takes 1.773421 seconds ...
2023-09-22 17:06:39,187:	[Coach] >>> TRAIN @Epoch: 743  >>>  || LOSS Avg: 0.05278
2023-09-22 17:06:39,187:	[Coach] >>> VALID @Epoch: 743  >>> 
2023-09-22 17:06:39,187:	[Coach] >>> TEST  @Epoch: 743  >>> 
2023-09-22 17:06:40,660:	[Wall TIME] >>> ChiefCoach.train takes 1.470631 seconds ...
2023-09-22 17:06:40,958:	[Coach] >>> TRAIN @Epoch: 744  >>>  || LOSS Avg: 0.05279
2023-09-22 17:06:40,958:	[Coach] >>> VALID @Epoch: 744  >>> 
2023-09-22 17:06:40,958:	[Coach] >>> TEST  @Epoch: 744  >>> 
2023-09-22 17:06:42,219:	[Wall TIME] >>> ChiefCoach.train takes 1.259894 seconds ...
2023-09-22 17:06:43,128:	[Wall TIME] >>> ChiefCoach.valid takes 0.848689 seconds ...
2023-09-22 17:06:43,128:	[Coach] >>> TRAIN @Epoch: 745  >>>  || LOSS Avg: 0.05339
2023-09-22 17:06:43,129:	[Coach] >>> VALID @Epoch: 745  >>>  || HITRATE@1 Avg: 0.0122 || HITRATE@5 Avg: 0.0364 || HITRATE@10 Avg: 0.0531 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0297
2023-09-22 17:06:43,129:	[Coach] >>> TEST  @Epoch: 745  >>> 
2023-09-22 17:06:44,602:	[Wall TIME] >>> ChiefCoach.train takes 1.473170 seconds ...
2023-09-22 17:06:44,658:	[Coach] >>> TRAIN @Epoch: 746  >>>  || LOSS Avg: 0.05338
2023-09-22 17:06:44,658:	[Coach] >>> VALID @Epoch: 746  >>> 
2023-09-22 17:06:44,658:	[Coach] >>> TEST  @Epoch: 746  >>> 
2023-09-22 17:06:46,190:	[Wall TIME] >>> ChiefCoach.train takes 1.531587 seconds ...
2023-09-22 17:06:46,262:	[Coach] >>> TRAIN @Epoch: 747  >>>  || LOSS Avg: 0.05361
2023-09-22 17:06:46,263:	[Coach] >>> VALID @Epoch: 747  >>> 
2023-09-22 17:06:46,263:	[Coach] >>> TEST  @Epoch: 747  >>> 
2023-09-22 17:06:47,652:	[Wall TIME] >>> ChiefCoach.train takes 1.388454 seconds ...
2023-09-22 17:06:47,707:	[Coach] >>> TRAIN @Epoch: 748  >>>  || LOSS Avg: 0.05320
2023-09-22 17:06:47,708:	[Coach] >>> VALID @Epoch: 748  >>> 
2023-09-22 17:06:47,708:	[Coach] >>> TEST  @Epoch: 748  >>> 
2023-09-22 17:06:49,124:	[Wall TIME] >>> ChiefCoach.train takes 1.416173 seconds ...
2023-09-22 17:06:49,183:	[Coach] >>> TRAIN @Epoch: 749  >>>  || LOSS Avg: 0.05285
2023-09-22 17:06:49,183:	[Coach] >>> VALID @Epoch: 749  >>> 
2023-09-22 17:06:49,183:	[Coach] >>> TEST  @Epoch: 749  >>> 
2023-09-22 17:06:50,607:	[Wall TIME] >>> ChiefCoach.train takes 1.423361 seconds ...
2023-09-22 17:06:51,547:	[Wall TIME] >>> ChiefCoach.valid takes 0.885061 seconds ...
2023-09-22 17:06:51,547:	[Coach] >>> TRAIN @Epoch: 750  >>>  || LOSS Avg: 0.05322
2023-09-22 17:06:51,548:	[Coach] >>> VALID @Epoch: 750  >>>  || HITRATE@1 Avg: 0.0122 || HITRATE@5 Avg: 0.0366 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0299
2023-09-22 17:06:51,548:	[Coach] >>> TEST  @Epoch: 750  >>> 
2023-09-22 17:06:53,285:	[Wall TIME] >>> ChiefCoach.train takes 1.737099 seconds ...
2023-09-22 17:06:53,342:	[Coach] >>> TRAIN @Epoch: 751  >>>  || LOSS Avg: 0.05303
2023-09-22 17:06:53,342:	[Coach] >>> VALID @Epoch: 751  >>> 
2023-09-22 17:06:53,342:	[Coach] >>> TEST  @Epoch: 751  >>> 
2023-09-22 17:06:54,827:	[Wall TIME] >>> ChiefCoach.train takes 1.484934 seconds ...
2023-09-22 17:06:55,007:	[Coach] >>> TRAIN @Epoch: 752  >>>  || LOSS Avg: 0.05307
2023-09-22 17:06:55,007:	[Coach] >>> VALID @Epoch: 752  >>> 
2023-09-22 17:06:55,007:	[Coach] >>> TEST  @Epoch: 752  >>> 
2023-09-22 17:06:56,421:	[Wall TIME] >>> ChiefCoach.train takes 1.413628 seconds ...
2023-09-22 17:06:56,485:	[Coach] >>> TRAIN @Epoch: 753  >>>  || LOSS Avg: 0.05289
2023-09-22 17:06:56,486:	[Coach] >>> VALID @Epoch: 753  >>> 
2023-09-22 17:06:56,486:	[Coach] >>> TEST  @Epoch: 753  >>> 
2023-09-22 17:06:57,886:	[Wall TIME] >>> ChiefCoach.train takes 1.400497 seconds ...
2023-09-22 17:06:58,004:	[Coach] >>> TRAIN @Epoch: 754  >>>  || LOSS Avg: 0.05312
2023-09-22 17:06:58,004:	[Coach] >>> VALID @Epoch: 754  >>> 
2023-09-22 17:06:58,005:	[Coach] >>> TEST  @Epoch: 754  >>> 
2023-09-22 17:06:59,381:	[Wall TIME] >>> ChiefCoach.train takes 1.375469 seconds ...
2023-09-22 17:07:00,427:	[Wall TIME] >>> ChiefCoach.valid takes 0.986694 seconds ...
2023-09-22 17:07:00,428:	[Coach] >>> TRAIN @Epoch: 755  >>>  || LOSS Avg: 0.05334
2023-09-22 17:07:00,428:	[Coach] >>> VALID @Epoch: 755  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0371 || HITRATE@10 Avg: 0.0532 || NDCG@5 Avg: 0.0247 || NDCG@10 Avg: 0.0299
2023-09-22 17:07:00,428:	[Coach] >>> TEST  @Epoch: 755  >>> 
2023-09-22 17:07:01,881:	[Wall TIME] >>> ChiefCoach.train takes 1.452955 seconds ...
2023-09-22 17:07:01,959:	[Coach] >>> TRAIN @Epoch: 756  >>>  || LOSS Avg: 0.05287
2023-09-22 17:07:01,959:	[Coach] >>> VALID @Epoch: 756  >>> 
2023-09-22 17:07:01,959:	[Coach] >>> TEST  @Epoch: 756  >>> 
2023-09-22 17:07:03,341:	[Wall TIME] >>> ChiefCoach.train takes 1.380879 seconds ...
2023-09-22 17:07:03,401:	[Coach] >>> TRAIN @Epoch: 757  >>>  || LOSS Avg: 0.05350
2023-09-22 17:07:03,402:	[Coach] >>> VALID @Epoch: 757  >>> 
2023-09-22 17:07:03,402:	[Coach] >>> TEST  @Epoch: 757  >>> 
2023-09-22 17:07:04,941:	[Wall TIME] >>> ChiefCoach.train takes 1.539605 seconds ...
2023-09-22 17:07:05,025:	[Coach] >>> TRAIN @Epoch: 758  >>>  || LOSS Avg: 0.05333
2023-09-22 17:07:05,025:	[Coach] >>> VALID @Epoch: 758  >>> 
2023-09-22 17:07:05,025:	[Coach] >>> TEST  @Epoch: 758  >>> 
2023-09-22 17:07:06,928:	[Wall TIME] >>> ChiefCoach.train takes 1.903050 seconds ...
2023-09-22 17:07:06,998:	[Coach] >>> TRAIN @Epoch: 759  >>>  || LOSS Avg: 0.05278
2023-09-22 17:07:06,998:	[Coach] >>> VALID @Epoch: 759  >>> 
2023-09-22 17:07:06,998:	[Coach] >>> TEST  @Epoch: 759  >>> 
2023-09-22 17:07:08,659:	[Wall TIME] >>> ChiefCoach.train takes 1.660252 seconds ...
2023-09-22 17:07:09,543:	[Wall TIME] >>> ChiefCoach.valid takes 0.821451 seconds ...
2023-09-22 17:07:09,543:	[Coach] >>> TRAIN @Epoch: 760  >>>  || LOSS Avg: 0.05300
2023-09-22 17:07:09,543:	[Coach] >>> VALID @Epoch: 760  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0372 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0299
2023-09-22 17:07:09,543:	[Coach] >>> TEST  @Epoch: 760  >>> 
2023-09-22 17:07:11,173:	[Wall TIME] >>> ChiefCoach.train takes 1.629630 seconds ...
2023-09-22 17:07:11,556:	[Coach] >>> TRAIN @Epoch: 761  >>>  || LOSS Avg: 0.05282
2023-09-22 17:07:11,556:	[Coach] >>> VALID @Epoch: 761  >>> 
2023-09-22 17:07:11,556:	[Coach] >>> TEST  @Epoch: 761  >>> 
2023-09-22 17:07:12,905:	[Wall TIME] >>> ChiefCoach.train takes 1.348779 seconds ...
2023-09-22 17:07:12,961:	[Coach] >>> TRAIN @Epoch: 762  >>>  || LOSS Avg: 0.05310
2023-09-22 17:07:12,961:	[Coach] >>> VALID @Epoch: 762  >>> 
2023-09-22 17:07:12,961:	[Coach] >>> TEST  @Epoch: 762  >>> 
2023-09-22 17:07:14,502:	[Wall TIME] >>> ChiefCoach.train takes 1.541118 seconds ...
2023-09-22 17:07:14,563:	[Coach] >>> TRAIN @Epoch: 763  >>>  || LOSS Avg: 0.05310
2023-09-22 17:07:14,563:	[Coach] >>> VALID @Epoch: 763  >>> 
2023-09-22 17:07:14,563:	[Coach] >>> TEST  @Epoch: 763  >>> 
2023-09-22 17:07:16,234:	[Wall TIME] >>> ChiefCoach.train takes 1.670569 seconds ...
2023-09-22 17:07:16,476:	[Coach] >>> TRAIN @Epoch: 764  >>>  || LOSS Avg: 0.05287
2023-09-22 17:07:16,476:	[Coach] >>> VALID @Epoch: 764  >>> 
2023-09-22 17:07:16,476:	[Coach] >>> TEST  @Epoch: 764  >>> 
2023-09-22 17:07:17,920:	[Wall TIME] >>> ChiefCoach.train takes 1.444267 seconds ...
2023-09-22 17:07:18,964:	[Wall TIME] >>> ChiefCoach.valid takes 0.873618 seconds ...
2023-09-22 17:07:18,964:	[Coach] >>> TRAIN @Epoch: 765  >>>  || LOSS Avg: 0.05348
2023-09-22 17:07:18,965:	[Coach] >>> VALID @Epoch: 765  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0369 || HITRATE@10 Avg: 0.0533 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0297
2023-09-22 17:07:18,965:	[Coach] >>> TEST  @Epoch: 765  >>> 
2023-09-22 17:07:20,703:	[Wall TIME] >>> ChiefCoach.train takes 1.737771 seconds ...
2023-09-22 17:07:20,780:	[Coach] >>> TRAIN @Epoch: 766  >>>  || LOSS Avg: 0.05313
2023-09-22 17:07:20,780:	[Coach] >>> VALID @Epoch: 766  >>> 
2023-09-22 17:07:20,780:	[Coach] >>> TEST  @Epoch: 766  >>> 
2023-09-22 17:07:22,221:	[Wall TIME] >>> ChiefCoach.train takes 1.440791 seconds ...
2023-09-22 17:07:22,282:	[Coach] >>> TRAIN @Epoch: 767  >>>  || LOSS Avg: 0.05326
2023-09-22 17:07:22,283:	[Coach] >>> VALID @Epoch: 767  >>> 
2023-09-22 17:07:22,283:	[Coach] >>> TEST  @Epoch: 767  >>> 
2023-09-22 17:07:23,866:	[Wall TIME] >>> ChiefCoach.train takes 1.582702 seconds ...
2023-09-22 17:07:24,149:	[Coach] >>> TRAIN @Epoch: 768  >>>  || LOSS Avg: 0.05309
2023-09-22 17:07:24,149:	[Coach] >>> VALID @Epoch: 768  >>> 
2023-09-22 17:07:24,149:	[Coach] >>> TEST  @Epoch: 768  >>> 
2023-09-22 17:07:25,508:	[Wall TIME] >>> ChiefCoach.train takes 1.358043 seconds ...
2023-09-22 17:07:25,573:	[Coach] >>> TRAIN @Epoch: 769  >>>  || LOSS Avg: 0.05337
2023-09-22 17:07:25,573:	[Coach] >>> VALID @Epoch: 769  >>> 
2023-09-22 17:07:25,574:	[Coach] >>> TEST  @Epoch: 769  >>> 
2023-09-22 17:07:27,040:	[Wall TIME] >>> ChiefCoach.train takes 1.465760 seconds ...
2023-09-22 17:07:27,961:	[Wall TIME] >>> ChiefCoach.valid takes 0.804201 seconds ...
2023-09-22 17:07:27,962:	[Coach] >>> TRAIN @Epoch: 770  >>>  || LOSS Avg: 0.05293
2023-09-22 17:07:27,962:	[Coach] >>> VALID @Epoch: 770  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0368 || HITRATE@10 Avg: 0.0533 || NDCG@5 Avg: 0.0243 || NDCG@10 Avg: 0.0296
2023-09-22 17:07:27,962:	[Coach] >>> TEST  @Epoch: 770  >>> 
2023-09-22 17:07:29,390:	[Wall TIME] >>> ChiefCoach.train takes 1.427991 seconds ...
2023-09-22 17:07:29,448:	[Coach] >>> TRAIN @Epoch: 771  >>>  || LOSS Avg: 0.05303
2023-09-22 17:07:29,448:	[Coach] >>> VALID @Epoch: 771  >>> 
2023-09-22 17:07:29,448:	[Coach] >>> TEST  @Epoch: 771  >>> 
2023-09-22 17:07:30,919:	[Wall TIME] >>> ChiefCoach.train takes 1.470098 seconds ...
2023-09-22 17:07:30,978:	[Coach] >>> TRAIN @Epoch: 772  >>>  || LOSS Avg: 0.05285
2023-09-22 17:07:30,978:	[Coach] >>> VALID @Epoch: 772  >>> 
2023-09-22 17:07:30,979:	[Coach] >>> TEST  @Epoch: 772  >>> 
2023-09-22 17:07:32,545:	[Wall TIME] >>> ChiefCoach.train takes 1.566230 seconds ...
2023-09-22 17:07:32,605:	[Coach] >>> TRAIN @Epoch: 773  >>>  || LOSS Avg: 0.05293
2023-09-22 17:07:32,605:	[Coach] >>> VALID @Epoch: 773  >>> 
2023-09-22 17:07:32,605:	[Coach] >>> TEST  @Epoch: 773  >>> 
2023-09-22 17:07:33,981:	[Wall TIME] >>> ChiefCoach.train takes 1.375682 seconds ...
2023-09-22 17:07:34,124:	[Coach] >>> TRAIN @Epoch: 774  >>>  || LOSS Avg: 0.05301
2023-09-22 17:07:34,124:	[Coach] >>> VALID @Epoch: 774  >>> 
2023-09-22 17:07:34,125:	[Coach] >>> TEST  @Epoch: 774  >>> 
2023-09-22 17:07:35,617:	[Wall TIME] >>> ChiefCoach.train takes 1.491977 seconds ...
2023-09-22 17:07:36,549:	[Wall TIME] >>> ChiefCoach.valid takes 0.816172 seconds ...
2023-09-22 17:07:36,550:	[Coach] >>> TRAIN @Epoch: 775  >>>  || LOSS Avg: 0.05278
2023-09-22 17:07:36,550:	[Coach] >>> VALID @Epoch: 775  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0368 || HITRATE@10 Avg: 0.0537 || NDCG@5 Avg: 0.0243 || NDCG@10 Avg: 0.0297
2023-09-22 17:07:36,550:	[Coach] >>> TEST  @Epoch: 775  >>> 
2023-09-22 17:07:38,212:	[Wall TIME] >>> ChiefCoach.train takes 1.662321 seconds ...
2023-09-22 17:07:38,294:	[Coach] >>> TRAIN @Epoch: 776  >>>  || LOSS Avg: 0.05332
2023-09-22 17:07:38,294:	[Coach] >>> VALID @Epoch: 776  >>> 
2023-09-22 17:07:38,294:	[Coach] >>> TEST  @Epoch: 776  >>> 
2023-09-22 17:07:39,694:	[Wall TIME] >>> ChiefCoach.train takes 1.399568 seconds ...
2023-09-22 17:07:39,755:	[Coach] >>> TRAIN @Epoch: 777  >>>  || LOSS Avg: 0.05308
2023-09-22 17:07:39,755:	[Coach] >>> VALID @Epoch: 777  >>> 
2023-09-22 17:07:39,755:	[Coach] >>> TEST  @Epoch: 777  >>> 
2023-09-22 17:07:41,183:	[Wall TIME] >>> ChiefCoach.train takes 1.427043 seconds ...
2023-09-22 17:07:41,238:	[Coach] >>> TRAIN @Epoch: 778  >>>  || LOSS Avg: 0.05277
2023-09-22 17:07:41,238:	[Coach] >>> VALID @Epoch: 778  >>> 
2023-09-22 17:07:41,238:	[Coach] >>> TEST  @Epoch: 778  >>> 
2023-09-22 17:07:42,697:	[Wall TIME] >>> ChiefCoach.train takes 1.459051 seconds ...
2023-09-22 17:07:42,773:	[Coach] >>> TRAIN @Epoch: 779  >>>  || LOSS Avg: 0.05328
2023-09-22 17:07:42,773:	[Coach] >>> VALID @Epoch: 779  >>> 
2023-09-22 17:07:42,773:	[Coach] >>> TEST  @Epoch: 779  >>> 
2023-09-22 17:07:44,218:	[Wall TIME] >>> ChiefCoach.train takes 1.444537 seconds ...
2023-09-22 17:07:45,140:	[Wall TIME] >>> ChiefCoach.valid takes 0.855289 seconds ...
2023-09-22 17:07:45,140:	[Coach] >>> TRAIN @Epoch: 780  >>>  || LOSS Avg: 0.05234
2023-09-22 17:07:45,140:	[Coach] >>> VALID @Epoch: 780  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0378 || HITRATE@10 Avg: 0.0543 || NDCG@5 Avg: 0.0247 || NDCG@10 Avg: 0.0300
2023-09-22 17:07:45,140:	[Coach] >>> TEST  @Epoch: 780  >>> 
2023-09-22 17:07:46,767:	[Wall TIME] >>> ChiefCoach.train takes 1.626818 seconds ...
2023-09-22 17:07:46,848:	[Coach] >>> TRAIN @Epoch: 781  >>>  || LOSS Avg: 0.05267
2023-09-22 17:07:46,848:	[Coach] >>> VALID @Epoch: 781  >>> 
2023-09-22 17:07:46,848:	[Coach] >>> TEST  @Epoch: 781  >>> 
2023-09-22 17:07:48,290:	[Wall TIME] >>> ChiefCoach.train takes 1.441238 seconds ...
2023-09-22 17:07:48,347:	[Coach] >>> TRAIN @Epoch: 782  >>>  || LOSS Avg: 0.05313
2023-09-22 17:07:48,347:	[Coach] >>> VALID @Epoch: 782  >>> 
2023-09-22 17:07:48,347:	[Coach] >>> TEST  @Epoch: 782  >>> 
2023-09-22 17:07:49,840:	[Wall TIME] >>> ChiefCoach.train takes 1.492666 seconds ...
2023-09-22 17:07:49,928:	[Coach] >>> TRAIN @Epoch: 783  >>>  || LOSS Avg: 0.05280
2023-09-22 17:07:49,929:	[Coach] >>> VALID @Epoch: 783  >>> 
2023-09-22 17:07:49,929:	[Coach] >>> TEST  @Epoch: 783  >>> 
2023-09-22 17:07:51,481:	[Wall TIME] >>> ChiefCoach.train takes 1.552254 seconds ...
2023-09-22 17:07:51,643:	[Coach] >>> TRAIN @Epoch: 784  >>>  || LOSS Avg: 0.05340
2023-09-22 17:07:51,643:	[Coach] >>> VALID @Epoch: 784  >>> 
2023-09-22 17:07:51,643:	[Coach] >>> TEST  @Epoch: 784  >>> 
2023-09-22 17:07:53,400:	[Wall TIME] >>> ChiefCoach.train takes 1.756974 seconds ...
2023-09-22 17:07:54,384:	[Wall TIME] >>> ChiefCoach.valid takes 0.917955 seconds ...
2023-09-22 17:07:54,384:	[Coach] >>> Better ***NDCG@10*** of ***0.0303*** 
2023-09-22 17:07:54,402:	[Coach] >>> TRAIN @Epoch: 785  >>>  || LOSS Avg: 0.05299
2023-09-22 17:07:54,402:	[Coach] >>> VALID @Epoch: 785  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0372 || HITRATE@10 Avg: 0.0546 || NDCG@5 Avg: 0.0248 || NDCG@10 Avg: 0.0303
2023-09-22 17:07:54,402:	[Coach] >>> TEST  @Epoch: 785  >>> 
2023-09-22 17:07:55,962:	[Wall TIME] >>> ChiefCoach.train takes 1.559556 seconds ...
2023-09-22 17:07:56,025:	[Coach] >>> TRAIN @Epoch: 786  >>>  || LOSS Avg: 0.05309
2023-09-22 17:07:56,026:	[Coach] >>> VALID @Epoch: 786  >>> 
2023-09-22 17:07:56,026:	[Coach] >>> TEST  @Epoch: 786  >>> 
2023-09-22 17:07:57,432:	[Wall TIME] >>> ChiefCoach.train takes 1.405872 seconds ...
2023-09-22 17:07:57,858:	[Coach] >>> TRAIN @Epoch: 787  >>>  || LOSS Avg: 0.05272
2023-09-22 17:07:57,858:	[Coach] >>> VALID @Epoch: 787  >>> 
2023-09-22 17:07:57,858:	[Coach] >>> TEST  @Epoch: 787  >>> 
2023-09-22 17:07:59,271:	[Wall TIME] >>> ChiefCoach.train takes 1.412474 seconds ...
2023-09-22 17:07:59,342:	[Coach] >>> TRAIN @Epoch: 788  >>>  || LOSS Avg: 0.05331
2023-09-22 17:07:59,342:	[Coach] >>> VALID @Epoch: 788  >>> 
2023-09-22 17:07:59,342:	[Coach] >>> TEST  @Epoch: 788  >>> 
2023-09-22 17:08:01,085:	[Wall TIME] >>> ChiefCoach.train takes 1.743123 seconds ...
2023-09-22 17:08:01,174:	[Coach] >>> TRAIN @Epoch: 789  >>>  || LOSS Avg: 0.05352
2023-09-22 17:08:01,175:	[Coach] >>> VALID @Epoch: 789  >>> 
2023-09-22 17:08:01,175:	[Coach] >>> TEST  @Epoch: 789  >>> 
2023-09-22 17:08:02,853:	[Wall TIME] >>> ChiefCoach.train takes 1.678180 seconds ...
2023-09-22 17:08:03,786:	[Wall TIME] >>> ChiefCoach.valid takes 0.843576 seconds ...
2023-09-22 17:08:03,786:	[Coach] >>> TRAIN @Epoch: 790  >>>  || LOSS Avg: 0.05294
2023-09-22 17:08:03,786:	[Coach] >>> VALID @Epoch: 790  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0371 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0301
2023-09-22 17:08:03,786:	[Coach] >>> TEST  @Epoch: 790  >>> 
2023-09-22 17:08:05,395:	[Wall TIME] >>> ChiefCoach.train takes 1.608696 seconds ...
2023-09-22 17:08:05,464:	[Coach] >>> TRAIN @Epoch: 791  >>>  || LOSS Avg: 0.05272
2023-09-22 17:08:05,464:	[Coach] >>> VALID @Epoch: 791  >>> 
2023-09-22 17:08:05,464:	[Coach] >>> TEST  @Epoch: 791  >>> 
2023-09-22 17:08:06,862:	[Wall TIME] >>> ChiefCoach.train takes 1.396968 seconds ...
2023-09-22 17:08:07,035:	[Coach] >>> TRAIN @Epoch: 792  >>>  || LOSS Avg: 0.05235
2023-09-22 17:08:07,035:	[Coach] >>> VALID @Epoch: 792  >>> 
2023-09-22 17:08:07,036:	[Coach] >>> TEST  @Epoch: 792  >>> 
2023-09-22 17:08:08,589:	[Wall TIME] >>> ChiefCoach.train takes 1.553342 seconds ...
2023-09-22 17:08:08,650:	[Coach] >>> TRAIN @Epoch: 793  >>>  || LOSS Avg: 0.05289
2023-09-22 17:08:08,650:	[Coach] >>> VALID @Epoch: 793  >>> 
2023-09-22 17:08:08,650:	[Coach] >>> TEST  @Epoch: 793  >>> 
2023-09-22 17:08:10,000:	[Wall TIME] >>> ChiefCoach.train takes 1.349273 seconds ...
2023-09-22 17:08:10,064:	[Coach] >>> TRAIN @Epoch: 794  >>>  || LOSS Avg: 0.05322
2023-09-22 17:08:10,064:	[Coach] >>> VALID @Epoch: 794  >>> 
2023-09-22 17:08:10,064:	[Coach] >>> TEST  @Epoch: 794  >>> 
2023-09-22 17:08:11,563:	[Wall TIME] >>> ChiefCoach.train takes 1.499133 seconds ...
2023-09-22 17:08:12,528:	[Wall TIME] >>> ChiefCoach.valid takes 0.910256 seconds ...
2023-09-22 17:08:12,528:	[Coach] >>> TRAIN @Epoch: 795  >>>  || LOSS Avg: 0.05311
2023-09-22 17:08:12,528:	[Coach] >>> VALID @Epoch: 795  >>>  || HITRATE@1 Avg: 0.0125 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0301
2023-09-22 17:08:12,528:	[Coach] >>> TEST  @Epoch: 795  >>> 
2023-09-22 17:08:14,210:	[Wall TIME] >>> ChiefCoach.train takes 1.681003 seconds ...
2023-09-22 17:08:14,279:	[Coach] >>> TRAIN @Epoch: 796  >>>  || LOSS Avg: 0.05292
2023-09-22 17:08:14,279:	[Coach] >>> VALID @Epoch: 796  >>> 
2023-09-22 17:08:14,280:	[Coach] >>> TEST  @Epoch: 796  >>> 
2023-09-22 17:08:15,610:	[Wall TIME] >>> ChiefCoach.train takes 1.329905 seconds ...
2023-09-22 17:08:15,672:	[Coach] >>> TRAIN @Epoch: 797  >>>  || LOSS Avg: 0.05287
2023-09-22 17:08:15,673:	[Coach] >>> VALID @Epoch: 797  >>> 
2023-09-22 17:08:15,673:	[Coach] >>> TEST  @Epoch: 797  >>> 
2023-09-22 17:08:17,110:	[Wall TIME] >>> ChiefCoach.train takes 1.437451 seconds ...
2023-09-22 17:08:17,164:	[Coach] >>> TRAIN @Epoch: 798  >>>  || LOSS Avg: 0.05272
2023-09-22 17:08:17,164:	[Coach] >>> VALID @Epoch: 798  >>> 
2023-09-22 17:08:17,164:	[Coach] >>> TEST  @Epoch: 798  >>> 
2023-09-22 17:08:18,557:	[Wall TIME] >>> ChiefCoach.train takes 1.392184 seconds ...
2023-09-22 17:08:18,617:	[Coach] >>> TRAIN @Epoch: 799  >>>  || LOSS Avg: 0.05254
2023-09-22 17:08:18,617:	[Coach] >>> VALID @Epoch: 799  >>> 
2023-09-22 17:08:18,617:	[Coach] >>> TEST  @Epoch: 799  >>> 
2023-09-22 17:08:20,178:	[Wall TIME] >>> ChiefCoach.train takes 1.560671 seconds ...
2023-09-22 17:08:21,091:	[Wall TIME] >>> ChiefCoach.valid takes 0.855253 seconds ...
2023-09-22 17:08:21,092:	[Coach] >>> TRAIN @Epoch: 800  >>>  || LOSS Avg: 0.05286
2023-09-22 17:08:21,092:	[Coach] >>> VALID @Epoch: 800  >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0365 || HITRATE@10 Avg: 0.0541 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0301
2023-09-22 17:08:21,092:	[Coach] >>> TEST  @Epoch: 800  >>> 
2023-09-22 17:08:22,416:	[Wall TIME] >>> ChiefCoach.train takes 1.323954 seconds ...
2023-09-22 17:08:22,487:	[Coach] >>> TRAIN @Epoch: 801  >>>  || LOSS Avg: 0.05277
2023-09-22 17:08:22,487:	[Coach] >>> VALID @Epoch: 801  >>> 
2023-09-22 17:08:22,487:	[Coach] >>> TEST  @Epoch: 801  >>> 
2023-09-22 17:08:23,962:	[Wall TIME] >>> ChiefCoach.train takes 1.474635 seconds ...
2023-09-22 17:08:24,041:	[Coach] >>> TRAIN @Epoch: 802  >>>  || LOSS Avg: 0.05286
2023-09-22 17:08:24,041:	[Coach] >>> VALID @Epoch: 802  >>> 
2023-09-22 17:08:24,041:	[Coach] >>> TEST  @Epoch: 802  >>> 
2023-09-22 17:08:25,580:	[Wall TIME] >>> ChiefCoach.train takes 1.538961 seconds ...
2023-09-22 17:08:25,634:	[Coach] >>> TRAIN @Epoch: 803  >>>  || LOSS Avg: 0.05298
2023-09-22 17:08:25,634:	[Coach] >>> VALID @Epoch: 803  >>> 
2023-09-22 17:08:25,634:	[Coach] >>> TEST  @Epoch: 803  >>> 
2023-09-22 17:08:27,219:	[Wall TIME] >>> ChiefCoach.train takes 1.584623 seconds ...
2023-09-22 17:08:27,284:	[Coach] >>> TRAIN @Epoch: 804  >>>  || LOSS Avg: 0.05257
2023-09-22 17:08:27,284:	[Coach] >>> VALID @Epoch: 804  >>> 
2023-09-22 17:08:27,284:	[Coach] >>> TEST  @Epoch: 804  >>> 
2023-09-22 17:08:28,756:	[Wall TIME] >>> ChiefCoach.train takes 1.471547 seconds ...
2023-09-22 17:08:29,742:	[Wall TIME] >>> ChiefCoach.valid takes 0.908213 seconds ...
2023-09-22 17:08:29,743:	[Coach] >>> TRAIN @Epoch: 805  >>>  || LOSS Avg: 0.05271
2023-09-22 17:08:29,743:	[Coach] >>> VALID @Epoch: 805  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0549 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0301
2023-09-22 17:08:29,743:	[Coach] >>> TEST  @Epoch: 805  >>> 
2023-09-22 17:08:31,125:	[Wall TIME] >>> ChiefCoach.train takes 1.382196 seconds ...
2023-09-22 17:08:31,335:	[Coach] >>> TRAIN @Epoch: 806  >>>  || LOSS Avg: 0.05292
2023-09-22 17:08:31,335:	[Coach] >>> VALID @Epoch: 806  >>> 
2023-09-22 17:08:31,335:	[Coach] >>> TEST  @Epoch: 806  >>> 
2023-09-22 17:08:32,757:	[Wall TIME] >>> ChiefCoach.train takes 1.421038 seconds ...
2023-09-22 17:08:32,977:	[Coach] >>> TRAIN @Epoch: 807  >>>  || LOSS Avg: 0.05252
2023-09-22 17:08:32,977:	[Coach] >>> VALID @Epoch: 807  >>> 
2023-09-22 17:08:32,977:	[Coach] >>> TEST  @Epoch: 807  >>> 
2023-09-22 17:08:34,297:	[Wall TIME] >>> ChiefCoach.train takes 1.319344 seconds ...
2023-09-22 17:08:34,374:	[Coach] >>> TRAIN @Epoch: 808  >>>  || LOSS Avg: 0.05220
2023-09-22 17:08:34,374:	[Coach] >>> VALID @Epoch: 808  >>> 
2023-09-22 17:08:34,374:	[Coach] >>> TEST  @Epoch: 808  >>> 
2023-09-22 17:08:35,674:	[Wall TIME] >>> ChiefCoach.train takes 1.300280 seconds ...
2023-09-22 17:08:35,743:	[Coach] >>> TRAIN @Epoch: 809  >>>  || LOSS Avg: 0.05285
2023-09-22 17:08:35,743:	[Coach] >>> VALID @Epoch: 809  >>> 
2023-09-22 17:08:35,743:	[Coach] >>> TEST  @Epoch: 809  >>> 
2023-09-22 17:08:37,175:	[Wall TIME] >>> ChiefCoach.train takes 1.431925 seconds ...
2023-09-22 17:08:38,315:	[Wall TIME] >>> ChiefCoach.valid takes 1.030112 seconds ...
2023-09-22 17:08:38,316:	[Coach] >>> TRAIN @Epoch: 810  >>>  || LOSS Avg: 0.05286
2023-09-22 17:08:38,316:	[Coach] >>> VALID @Epoch: 810  >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0371 || HITRATE@10 Avg: 0.0547 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0302
2023-09-22 17:08:38,316:	[Coach] >>> TEST  @Epoch: 810  >>> 
2023-09-22 17:08:39,483:	[Wall TIME] >>> ChiefCoach.train takes 1.166566 seconds ...
2023-09-22 17:08:39,544:	[Coach] >>> TRAIN @Epoch: 811  >>>  || LOSS Avg: 0.05263
2023-09-22 17:08:39,544:	[Coach] >>> VALID @Epoch: 811  >>> 
2023-09-22 17:08:39,544:	[Coach] >>> TEST  @Epoch: 811  >>> 
2023-09-22 17:08:40,766:	[Wall TIME] >>> ChiefCoach.train takes 1.221904 seconds ...
2023-09-22 17:08:40,824:	[Coach] >>> TRAIN @Epoch: 812  >>>  || LOSS Avg: 0.05255
2023-09-22 17:08:40,825:	[Coach] >>> VALID @Epoch: 812  >>> 
2023-09-22 17:08:40,825:	[Coach] >>> TEST  @Epoch: 812  >>> 
2023-09-22 17:08:42,051:	[Wall TIME] >>> ChiefCoach.train takes 1.226115 seconds ...
2023-09-22 17:08:42,108:	[Coach] >>> TRAIN @Epoch: 813  >>>  || LOSS Avg: 0.05216
2023-09-22 17:08:42,108:	[Coach] >>> VALID @Epoch: 813  >>> 
2023-09-22 17:08:42,108:	[Coach] >>> TEST  @Epoch: 813  >>> 
2023-09-22 17:08:43,377:	[Wall TIME] >>> ChiefCoach.train takes 1.267976 seconds ...
2023-09-22 17:08:43,588:	[Coach] >>> TRAIN @Epoch: 814  >>>  || LOSS Avg: 0.05252
2023-09-22 17:08:43,588:	[Coach] >>> VALID @Epoch: 814  >>> 
2023-09-22 17:08:43,588:	[Coach] >>> TEST  @Epoch: 814  >>> 
2023-09-22 17:08:44,850:	[Wall TIME] >>> ChiefCoach.train takes 1.261973 seconds ...
2023-09-22 17:08:45,755:	[Wall TIME] >>> ChiefCoach.valid takes 0.849756 seconds ...
2023-09-22 17:08:45,755:	[Coach] >>> TRAIN @Epoch: 815  >>>  || LOSS Avg: 0.05267
2023-09-22 17:08:45,756:	[Coach] >>> VALID @Epoch: 815  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0376 || HITRATE@10 Avg: 0.0543 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0299
2023-09-22 17:08:45,756:	[Coach] >>> TEST  @Epoch: 815  >>> 
2023-09-22 17:08:47,061:	[Wall TIME] >>> ChiefCoach.train takes 1.305116 seconds ...
2023-09-22 17:08:47,306:	[Coach] >>> TRAIN @Epoch: 816  >>>  || LOSS Avg: 0.05247
2023-09-22 17:08:47,306:	[Coach] >>> VALID @Epoch: 816  >>> 
2023-09-22 17:08:47,307:	[Coach] >>> TEST  @Epoch: 816  >>> 
2023-09-22 17:08:48,538:	[Wall TIME] >>> ChiefCoach.train takes 1.231592 seconds ...
2023-09-22 17:08:48,748:	[Coach] >>> TRAIN @Epoch: 817  >>>  || LOSS Avg: 0.05253
2023-09-22 17:08:48,749:	[Coach] >>> VALID @Epoch: 817  >>> 
2023-09-22 17:08:48,749:	[Coach] >>> TEST  @Epoch: 817  >>> 
2023-09-22 17:08:50,051:	[Wall TIME] >>> ChiefCoach.train takes 1.301826 seconds ...
2023-09-22 17:08:50,119:	[Coach] >>> TRAIN @Epoch: 818  >>>  || LOSS Avg: 0.05297
2023-09-22 17:08:50,119:	[Coach] >>> VALID @Epoch: 818  >>> 
2023-09-22 17:08:50,120:	[Coach] >>> TEST  @Epoch: 818  >>> 
2023-09-22 17:08:51,243:	[Wall TIME] >>> ChiefCoach.train takes 1.122814 seconds ...
2023-09-22 17:08:51,460:	[Coach] >>> TRAIN @Epoch: 819  >>>  || LOSS Avg: 0.05279
2023-09-22 17:08:51,460:	[Coach] >>> VALID @Epoch: 819  >>> 
2023-09-22 17:08:51,460:	[Coach] >>> TEST  @Epoch: 819  >>> 
2023-09-22 17:08:52,661:	[Wall TIME] >>> ChiefCoach.train takes 1.200453 seconds ...
2023-09-22 17:08:53,741:	[Wall TIME] >>> ChiefCoach.valid takes 0.834520 seconds ...
2023-09-22 17:08:53,741:	[Coach] >>> TRAIN @Epoch: 820  >>>  || LOSS Avg: 0.05236
2023-09-22 17:08:53,741:	[Coach] >>> VALID @Epoch: 820  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0370 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0299
2023-09-22 17:08:53,741:	[Coach] >>> TEST  @Epoch: 820  >>> 
2023-09-22 17:08:55,088:	[Wall TIME] >>> ChiefCoach.train takes 1.346689 seconds ...
2023-09-22 17:08:55,152:	[Coach] >>> TRAIN @Epoch: 821  >>>  || LOSS Avg: 0.05297
2023-09-22 17:08:55,152:	[Coach] >>> VALID @Epoch: 821  >>> 
2023-09-22 17:08:55,152:	[Coach] >>> TEST  @Epoch: 821  >>> 
2023-09-22 17:08:56,524:	[Wall TIME] >>> ChiefCoach.train takes 1.371922 seconds ...
2023-09-22 17:08:56,585:	[Coach] >>> TRAIN @Epoch: 822  >>>  || LOSS Avg: 0.05239
2023-09-22 17:08:56,585:	[Coach] >>> VALID @Epoch: 822  >>> 
2023-09-22 17:08:56,585:	[Coach] >>> TEST  @Epoch: 822  >>> 
2023-09-22 17:08:57,938:	[Wall TIME] >>> ChiefCoach.train takes 1.353073 seconds ...
2023-09-22 17:08:58,003:	[Coach] >>> TRAIN @Epoch: 823  >>>  || LOSS Avg: 0.05251
2023-09-22 17:08:58,003:	[Coach] >>> VALID @Epoch: 823  >>> 
2023-09-22 17:08:58,003:	[Coach] >>> TEST  @Epoch: 823  >>> 
2023-09-22 17:08:59,507:	[Wall TIME] >>> ChiefCoach.train takes 1.503422 seconds ...
2023-09-22 17:08:59,590:	[Coach] >>> TRAIN @Epoch: 824  >>>  || LOSS Avg: 0.05237
2023-09-22 17:08:59,590:	[Coach] >>> VALID @Epoch: 824  >>> 
2023-09-22 17:08:59,590:	[Coach] >>> TEST  @Epoch: 824  >>> 
2023-09-22 17:09:00,916:	[Wall TIME] >>> ChiefCoach.train takes 1.326153 seconds ...
2023-09-22 17:09:01,904:	[Wall TIME] >>> ChiefCoach.valid takes 0.879550 seconds ...
2023-09-22 17:09:01,904:	[Coach] >>> TRAIN @Epoch: 825  >>>  || LOSS Avg: 0.05222
2023-09-22 17:09:01,905:	[Coach] >>> VALID @Epoch: 825  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0371 || HITRATE@10 Avg: 0.0547 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0302
2023-09-22 17:09:01,905:	[Coach] >>> TEST  @Epoch: 825  >>> 
2023-09-22 17:09:03,136:	[Wall TIME] >>> ChiefCoach.train takes 1.231145 seconds ...
2023-09-22 17:09:03,196:	[Coach] >>> TRAIN @Epoch: 826  >>>  || LOSS Avg: 0.05260
2023-09-22 17:09:03,196:	[Coach] >>> VALID @Epoch: 826  >>> 
2023-09-22 17:09:03,196:	[Coach] >>> TEST  @Epoch: 826  >>> 
2023-09-22 17:09:04,506:	[Wall TIME] >>> ChiefCoach.train takes 1.310037 seconds ...
2023-09-22 17:09:04,634:	[Coach] >>> TRAIN @Epoch: 827  >>>  || LOSS Avg: 0.05287
2023-09-22 17:09:04,635:	[Coach] >>> VALID @Epoch: 827  >>> 
2023-09-22 17:09:04,635:	[Coach] >>> TEST  @Epoch: 827  >>> 
2023-09-22 17:09:06,006:	[Wall TIME] >>> ChiefCoach.train takes 1.371217 seconds ...
2023-09-22 17:09:06,121:	[Coach] >>> TRAIN @Epoch: 828  >>>  || LOSS Avg: 0.05283
2023-09-22 17:09:06,121:	[Coach] >>> VALID @Epoch: 828  >>> 
2023-09-22 17:09:06,121:	[Coach] >>> TEST  @Epoch: 828  >>> 
2023-09-22 17:09:07,352:	[Wall TIME] >>> ChiefCoach.train takes 1.230214 seconds ...
2023-09-22 17:09:07,431:	[Coach] >>> TRAIN @Epoch: 829  >>>  || LOSS Avg: 0.05244
2023-09-22 17:09:07,432:	[Coach] >>> VALID @Epoch: 829  >>> 
2023-09-22 17:09:07,432:	[Coach] >>> TEST  @Epoch: 829  >>> 
2023-09-22 17:09:08,609:	[Wall TIME] >>> ChiefCoach.train takes 1.177134 seconds ...
2023-09-22 17:09:09,553:	[Wall TIME] >>> ChiefCoach.valid takes 0.882617 seconds ...
2023-09-22 17:09:09,554:	[Coach] >>> TRAIN @Epoch: 830  >>>  || LOSS Avg: 0.05256
2023-09-22 17:09:09,554:	[Coach] >>> VALID @Epoch: 830  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0375 || HITRATE@10 Avg: 0.0556 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0303
2023-09-22 17:09:09,554:	[Coach] >>> TEST  @Epoch: 830  >>> 
2023-09-22 17:09:10,896:	[Wall TIME] >>> ChiefCoach.train takes 1.342439 seconds ...
2023-09-22 17:09:10,957:	[Coach] >>> TRAIN @Epoch: 831  >>>  || LOSS Avg: 0.05207
2023-09-22 17:09:10,957:	[Coach] >>> VALID @Epoch: 831  >>> 
2023-09-22 17:09:10,957:	[Coach] >>> TEST  @Epoch: 831  >>> 
2023-09-22 17:09:12,588:	[Wall TIME] >>> ChiefCoach.train takes 1.630657 seconds ...
2023-09-22 17:09:12,655:	[Coach] >>> TRAIN @Epoch: 832  >>>  || LOSS Avg: 0.05254
2023-09-22 17:09:12,655:	[Coach] >>> VALID @Epoch: 832  >>> 
2023-09-22 17:09:12,656:	[Coach] >>> TEST  @Epoch: 832  >>> 
2023-09-22 17:09:14,440:	[Wall TIME] >>> ChiefCoach.train takes 1.783977 seconds ...
2023-09-22 17:09:14,497:	[Coach] >>> TRAIN @Epoch: 833  >>>  || LOSS Avg: 0.05286
2023-09-22 17:09:14,497:	[Coach] >>> VALID @Epoch: 833  >>> 
2023-09-22 17:09:14,497:	[Coach] >>> TEST  @Epoch: 833  >>> 
2023-09-22 17:09:16,050:	[Wall TIME] >>> ChiefCoach.train takes 1.553283 seconds ...
2023-09-22 17:09:16,128:	[Coach] >>> TRAIN @Epoch: 834  >>>  || LOSS Avg: 0.05268
2023-09-22 17:09:16,128:	[Coach] >>> VALID @Epoch: 834  >>> 
2023-09-22 17:09:16,129:	[Coach] >>> TEST  @Epoch: 834  >>> 
2023-09-22 17:09:17,572:	[Wall TIME] >>> ChiefCoach.train takes 1.443011 seconds ...
2023-09-22 17:09:18,586:	[Wall TIME] >>> ChiefCoach.valid takes 0.900962 seconds ...
2023-09-22 17:09:18,587:	[Coach] >>> TRAIN @Epoch: 835  >>>  || LOSS Avg: 0.05258
2023-09-22 17:09:18,587:	[Coach] >>> VALID @Epoch: 835  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0372 || HITRATE@10 Avg: 0.0537 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0299
2023-09-22 17:09:18,587:	[Coach] >>> TEST  @Epoch: 835  >>> 
2023-09-22 17:09:19,989:	[Wall TIME] >>> ChiefCoach.train takes 1.402131 seconds ...
2023-09-22 17:09:20,047:	[Coach] >>> TRAIN @Epoch: 836  >>>  || LOSS Avg: 0.05246
2023-09-22 17:09:20,047:	[Coach] >>> VALID @Epoch: 836  >>> 
2023-09-22 17:09:20,047:	[Coach] >>> TEST  @Epoch: 836  >>> 
2023-09-22 17:09:21,573:	[Wall TIME] >>> ChiefCoach.train takes 1.526502 seconds ...
2023-09-22 17:09:21,779:	[Coach] >>> TRAIN @Epoch: 837  >>>  || LOSS Avg: 0.05260
2023-09-22 17:09:21,780:	[Coach] >>> VALID @Epoch: 837  >>> 
2023-09-22 17:09:21,780:	[Coach] >>> TEST  @Epoch: 837  >>> 
2023-09-22 17:09:23,209:	[Wall TIME] >>> ChiefCoach.train takes 1.429142 seconds ...
2023-09-22 17:09:23,292:	[Coach] >>> TRAIN @Epoch: 838  >>>  || LOSS Avg: 0.05241
2023-09-22 17:09:23,293:	[Coach] >>> VALID @Epoch: 838  >>> 
2023-09-22 17:09:23,293:	[Coach] >>> TEST  @Epoch: 838  >>> 
2023-09-22 17:09:24,960:	[Wall TIME] >>> ChiefCoach.train takes 1.667112 seconds ...
2023-09-22 17:09:25,017:	[Coach] >>> TRAIN @Epoch: 839  >>>  || LOSS Avg: 0.05228
2023-09-22 17:09:25,017:	[Coach] >>> VALID @Epoch: 839  >>> 
2023-09-22 17:09:25,017:	[Coach] >>> TEST  @Epoch: 839  >>> 
2023-09-22 17:09:26,491:	[Wall TIME] >>> ChiefCoach.train takes 1.473697 seconds ...
2023-09-22 17:09:27,440:	[Wall TIME] >>> ChiefCoach.valid takes 0.892835 seconds ...
2023-09-22 17:09:27,440:	[Coach] >>> TRAIN @Epoch: 840  >>>  || LOSS Avg: 0.05209
2023-09-22 17:09:27,440:	[Coach] >>> VALID @Epoch: 840  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0375 || HITRATE@10 Avg: 0.0535 || NDCG@5 Avg: 0.0247 || NDCG@10 Avg: 0.0298
2023-09-22 17:09:27,441:	[Coach] >>> TEST  @Epoch: 840  >>> 
2023-09-22 17:09:28,906:	[Wall TIME] >>> ChiefCoach.train takes 1.465196 seconds ...
2023-09-22 17:09:28,975:	[Coach] >>> TRAIN @Epoch: 841  >>>  || LOSS Avg: 0.05248
2023-09-22 17:09:28,975:	[Coach] >>> VALID @Epoch: 841  >>> 
2023-09-22 17:09:28,975:	[Coach] >>> TEST  @Epoch: 841  >>> 
2023-09-22 17:09:30,544:	[Wall TIME] >>> ChiefCoach.train takes 1.568391 seconds ...
2023-09-22 17:09:30,677:	[Coach] >>> TRAIN @Epoch: 842  >>>  || LOSS Avg: 0.05275
2023-09-22 17:09:30,677:	[Coach] >>> VALID @Epoch: 842  >>> 
2023-09-22 17:09:30,677:	[Coach] >>> TEST  @Epoch: 842  >>> 
2023-09-22 17:09:32,277:	[Wall TIME] >>> ChiefCoach.train takes 1.599266 seconds ...
2023-09-22 17:09:32,340:	[Coach] >>> TRAIN @Epoch: 843  >>>  || LOSS Avg: 0.05264
2023-09-22 17:09:32,340:	[Coach] >>> VALID @Epoch: 843  >>> 
2023-09-22 17:09:32,340:	[Coach] >>> TEST  @Epoch: 843  >>> 
2023-09-22 17:09:33,826:	[Wall TIME] >>> ChiefCoach.train takes 1.485924 seconds ...
2023-09-22 17:09:33,892:	[Coach] >>> TRAIN @Epoch: 844  >>>  || LOSS Avg: 0.05247
2023-09-22 17:09:33,892:	[Coach] >>> VALID @Epoch: 844  >>> 
2023-09-22 17:09:33,892:	[Coach] >>> TEST  @Epoch: 844  >>> 
2023-09-22 17:09:35,448:	[Wall TIME] >>> ChiefCoach.train takes 1.555701 seconds ...
2023-09-22 17:09:36,507:	[Wall TIME] >>> ChiefCoach.valid takes 0.985679 seconds ...
2023-09-22 17:09:36,507:	[Coach] >>> TRAIN @Epoch: 845  >>>  || LOSS Avg: 0.05262
2023-09-22 17:09:36,508:	[Coach] >>> VALID @Epoch: 845  >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0370 || HITRATE@10 Avg: 0.0535 || NDCG@5 Avg: 0.0248 || NDCG@10 Avg: 0.0301
2023-09-22 17:09:36,508:	[Coach] >>> TEST  @Epoch: 845  >>> 
2023-09-22 17:09:38,041:	[Wall TIME] >>> ChiefCoach.train takes 1.533392 seconds ...
2023-09-22 17:09:38,106:	[Coach] >>> TRAIN @Epoch: 846  >>>  || LOSS Avg: 0.05246
2023-09-22 17:09:38,107:	[Coach] >>> VALID @Epoch: 846  >>> 
2023-09-22 17:09:38,107:	[Coach] >>> TEST  @Epoch: 846  >>> 
2023-09-22 17:09:39,356:	[Wall TIME] >>> ChiefCoach.train takes 1.249441 seconds ...
2023-09-22 17:09:39,573:	[Coach] >>> TRAIN @Epoch: 847  >>>  || LOSS Avg: 0.05266
2023-09-22 17:09:39,574:	[Coach] >>> VALID @Epoch: 847  >>> 
2023-09-22 17:09:39,574:	[Coach] >>> TEST  @Epoch: 847  >>> 
2023-09-22 17:09:40,962:	[Wall TIME] >>> ChiefCoach.train takes 1.388437 seconds ...
2023-09-22 17:09:41,092:	[Coach] >>> TRAIN @Epoch: 848  >>>  || LOSS Avg: 0.05244
2023-09-22 17:09:41,092:	[Coach] >>> VALID @Epoch: 848  >>> 
2023-09-22 17:09:41,093:	[Coach] >>> TEST  @Epoch: 848  >>> 
2023-09-22 17:09:42,680:	[Wall TIME] >>> ChiefCoach.train takes 1.587407 seconds ...
2023-09-22 17:09:42,739:	[Coach] >>> TRAIN @Epoch: 849  >>>  || LOSS Avg: 0.05180
2023-09-22 17:09:42,739:	[Coach] >>> VALID @Epoch: 849  >>> 
2023-09-22 17:09:42,739:	[Coach] >>> TEST  @Epoch: 849  >>> 
2023-09-22 17:09:44,132:	[Wall TIME] >>> ChiefCoach.train takes 1.392225 seconds ...
2023-09-22 17:09:45,009:	[Wall TIME] >>> ChiefCoach.valid takes 0.818944 seconds ...
2023-09-22 17:09:45,009:	[Coach] >>> Better ***NDCG@10*** of ***0.0305*** 
2023-09-22 17:09:45,030:	[Coach] >>> TRAIN @Epoch: 850  >>>  || LOSS Avg: 0.05253
2023-09-22 17:09:45,030:	[Coach] >>> VALID @Epoch: 850  >>>  || HITRATE@1 Avg: 0.0125 || HITRATE@5 Avg: 0.0366 || HITRATE@10 Avg: 0.0544 || NDCG@5 Avg: 0.0248 || NDCG@10 Avg: 0.0305
2023-09-22 17:09:45,030:	[Coach] >>> TEST  @Epoch: 850  >>> 
2023-09-22 17:09:46,687:	[Wall TIME] >>> ChiefCoach.train takes 1.656498 seconds ...
2023-09-22 17:09:46,745:	[Coach] >>> TRAIN @Epoch: 851  >>>  || LOSS Avg: 0.05263
2023-09-22 17:09:46,745:	[Coach] >>> VALID @Epoch: 851  >>> 
2023-09-22 17:09:46,745:	[Coach] >>> TEST  @Epoch: 851  >>> 
2023-09-22 17:09:48,302:	[Wall TIME] >>> ChiefCoach.train takes 1.557173 seconds ...
2023-09-22 17:09:48,581:	[Coach] >>> TRAIN @Epoch: 852  >>>  || LOSS Avg: 0.05254
2023-09-22 17:09:48,581:	[Coach] >>> VALID @Epoch: 852  >>> 
2023-09-22 17:09:48,581:	[Coach] >>> TEST  @Epoch: 852  >>> 
2023-09-22 17:09:50,204:	[Wall TIME] >>> ChiefCoach.train takes 1.621970 seconds ...
2023-09-22 17:09:50,257:	[Coach] >>> TRAIN @Epoch: 853  >>>  || LOSS Avg: 0.05209
2023-09-22 17:09:50,257:	[Coach] >>> VALID @Epoch: 853  >>> 
2023-09-22 17:09:50,257:	[Coach] >>> TEST  @Epoch: 853  >>> 
2023-09-22 17:09:51,815:	[Wall TIME] >>> ChiefCoach.train takes 1.557251 seconds ...
2023-09-22 17:09:51,874:	[Coach] >>> TRAIN @Epoch: 854  >>>  || LOSS Avg: 0.05297
2023-09-22 17:09:51,875:	[Coach] >>> VALID @Epoch: 854  >>> 
2023-09-22 17:09:51,875:	[Coach] >>> TEST  @Epoch: 854  >>> 
2023-09-22 17:09:53,441:	[Wall TIME] >>> ChiefCoach.train takes 1.565729 seconds ...
2023-09-22 17:09:54,393:	[Wall TIME] >>> ChiefCoach.valid takes 0.828139 seconds ...
2023-09-22 17:09:54,394:	[Coach] >>> TRAIN @Epoch: 855  >>>  || LOSS Avg: 0.05252
2023-09-22 17:09:54,394:	[Coach] >>> VALID @Epoch: 855  >>>  || HITRATE@1 Avg: 0.0122 || HITRATE@5 Avg: 0.0368 || HITRATE@10 Avg: 0.0547 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0303
2023-09-22 17:09:54,394:	[Coach] >>> TEST  @Epoch: 855  >>> 
2023-09-22 17:09:56,264:	[Wall TIME] >>> ChiefCoach.train takes 1.870294 seconds ...
2023-09-22 17:09:56,407:	[Coach] >>> TRAIN @Epoch: 856  >>>  || LOSS Avg: 0.05206
2023-09-22 17:09:56,407:	[Coach] >>> VALID @Epoch: 856  >>> 
2023-09-22 17:09:56,407:	[Coach] >>> TEST  @Epoch: 856  >>> 
2023-09-22 17:09:57,983:	[Wall TIME] >>> ChiefCoach.train takes 1.575708 seconds ...
2023-09-22 17:09:58,056:	[Coach] >>> TRAIN @Epoch: 857  >>>  || LOSS Avg: 0.05237
2023-09-22 17:09:58,056:	[Coach] >>> VALID @Epoch: 857  >>> 
2023-09-22 17:09:58,056:	[Coach] >>> TEST  @Epoch: 857  >>> 
2023-09-22 17:09:59,662:	[Wall TIME] >>> ChiefCoach.train takes 1.606139 seconds ...
2023-09-22 17:09:59,725:	[Coach] >>> TRAIN @Epoch: 858  >>>  || LOSS Avg: 0.05218
2023-09-22 17:09:59,725:	[Coach] >>> VALID @Epoch: 858  >>> 
2023-09-22 17:09:59,725:	[Coach] >>> TEST  @Epoch: 858  >>> 
2023-09-22 17:10:01,371:	[Wall TIME] >>> ChiefCoach.train takes 1.645919 seconds ...
2023-09-22 17:10:01,450:	[Coach] >>> TRAIN @Epoch: 859  >>>  || LOSS Avg: 0.05248
2023-09-22 17:10:01,450:	[Coach] >>> VALID @Epoch: 859  >>> 
2023-09-22 17:10:01,450:	[Coach] >>> TEST  @Epoch: 859  >>> 
2023-09-22 17:10:02,919:	[Wall TIME] >>> ChiefCoach.train takes 1.468658 seconds ...
2023-09-22 17:10:03,854:	[Wall TIME] >>> ChiefCoach.valid takes 0.875171 seconds ...
2023-09-22 17:10:03,855:	[Coach] >>> TRAIN @Epoch: 860  >>>  || LOSS Avg: 0.05238
2023-09-22 17:10:03,855:	[Coach] >>> VALID @Epoch: 860  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0369 || HITRATE@10 Avg: 0.0545 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0302
2023-09-22 17:10:03,855:	[Coach] >>> TEST  @Epoch: 860  >>> 
2023-09-22 17:10:05,361:	[Wall TIME] >>> ChiefCoach.train takes 1.506304 seconds ...
2023-09-22 17:10:05,448:	[Coach] >>> TRAIN @Epoch: 861  >>>  || LOSS Avg: 0.05252
2023-09-22 17:10:05,449:	[Coach] >>> VALID @Epoch: 861  >>> 
2023-09-22 17:10:05,449:	[Coach] >>> TEST  @Epoch: 861  >>> 
2023-09-22 17:10:06,829:	[Wall TIME] >>> ChiefCoach.train takes 1.380207 seconds ...
2023-09-22 17:10:06,912:	[Coach] >>> TRAIN @Epoch: 862  >>>  || LOSS Avg: 0.05235
2023-09-22 17:10:06,912:	[Coach] >>> VALID @Epoch: 862  >>> 
2023-09-22 17:10:06,913:	[Coach] >>> TEST  @Epoch: 862  >>> 
2023-09-22 17:10:08,310:	[Wall TIME] >>> ChiefCoach.train takes 1.397281 seconds ...
2023-09-22 17:10:08,423:	[Coach] >>> TRAIN @Epoch: 863  >>>  || LOSS Avg: 0.05203
2023-09-22 17:10:08,423:	[Coach] >>> VALID @Epoch: 863  >>> 
2023-09-22 17:10:08,423:	[Coach] >>> TEST  @Epoch: 863  >>> 
2023-09-22 17:10:09,971:	[Wall TIME] >>> ChiefCoach.train takes 1.547222 seconds ...
2023-09-22 17:10:10,102:	[Coach] >>> TRAIN @Epoch: 864  >>>  || LOSS Avg: 0.05269
2023-09-22 17:10:10,102:	[Coach] >>> VALID @Epoch: 864  >>> 
2023-09-22 17:10:10,102:	[Coach] >>> TEST  @Epoch: 864  >>> 
2023-09-22 17:10:11,501:	[Wall TIME] >>> ChiefCoach.train takes 1.398634 seconds ...
2023-09-22 17:10:12,467:	[Wall TIME] >>> ChiefCoach.valid takes 0.904127 seconds ...
2023-09-22 17:10:12,467:	[Coach] >>> TRAIN @Epoch: 865  >>>  || LOSS Avg: 0.05236
2023-09-22 17:10:12,467:	[Coach] >>> VALID @Epoch: 865  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0373 || HITRATE@10 Avg: 0.0543 || NDCG@5 Avg: 0.0247 || NDCG@10 Avg: 0.0302
2023-09-22 17:10:12,467:	[Coach] >>> TEST  @Epoch: 865  >>> 
2023-09-22 17:10:14,013:	[Wall TIME] >>> ChiefCoach.train takes 1.545473 seconds ...
2023-09-22 17:10:14,163:	[Coach] >>> TRAIN @Epoch: 866  >>>  || LOSS Avg: 0.05235
2023-09-22 17:10:14,163:	[Coach] >>> VALID @Epoch: 866  >>> 
2023-09-22 17:10:14,163:	[Coach] >>> TEST  @Epoch: 866  >>> 
2023-09-22 17:10:15,735:	[Wall TIME] >>> ChiefCoach.train takes 1.571130 seconds ...
2023-09-22 17:10:15,797:	[Coach] >>> TRAIN @Epoch: 867  >>>  || LOSS Avg: 0.05239
2023-09-22 17:10:15,797:	[Coach] >>> VALID @Epoch: 867  >>> 
2023-09-22 17:10:15,797:	[Coach] >>> TEST  @Epoch: 867  >>> 
2023-09-22 17:10:17,194:	[Wall TIME] >>> ChiefCoach.train takes 1.396160 seconds ...
2023-09-22 17:10:17,252:	[Coach] >>> TRAIN @Epoch: 868  >>>  || LOSS Avg: 0.05220
2023-09-22 17:10:17,252:	[Coach] >>> VALID @Epoch: 868  >>> 
2023-09-22 17:10:17,252:	[Coach] >>> TEST  @Epoch: 868  >>> 
2023-09-22 17:10:18,826:	[Wall TIME] >>> ChiefCoach.train takes 1.573839 seconds ...
2023-09-22 17:10:18,886:	[Coach] >>> TRAIN @Epoch: 869  >>>  || LOSS Avg: 0.05232
2023-09-22 17:10:18,886:	[Coach] >>> VALID @Epoch: 869  >>> 
2023-09-22 17:10:18,886:	[Coach] >>> TEST  @Epoch: 869  >>> 
2023-09-22 17:10:20,384:	[Wall TIME] >>> ChiefCoach.train takes 1.497313 seconds ...
2023-09-22 17:10:21,315:	[Wall TIME] >>> ChiefCoach.valid takes 0.875159 seconds ...
2023-09-22 17:10:21,316:	[Coach] >>> TRAIN @Epoch: 870  >>>  || LOSS Avg: 0.05284
2023-09-22 17:10:21,316:	[Coach] >>> VALID @Epoch: 870  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0370 || HITRATE@10 Avg: 0.0540 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0299
2023-09-22 17:10:21,316:	[Coach] >>> TEST  @Epoch: 870  >>> 
2023-09-22 17:10:23,066:	[Wall TIME] >>> ChiefCoach.train takes 1.750119 seconds ...
2023-09-22 17:10:23,129:	[Coach] >>> TRAIN @Epoch: 871  >>>  || LOSS Avg: 0.05243
2023-09-22 17:10:23,129:	[Coach] >>> VALID @Epoch: 871  >>> 
2023-09-22 17:10:23,129:	[Coach] >>> TEST  @Epoch: 871  >>> 
2023-09-22 17:10:24,710:	[Wall TIME] >>> ChiefCoach.train takes 1.580435 seconds ...
2023-09-22 17:10:24,776:	[Coach] >>> TRAIN @Epoch: 872  >>>  || LOSS Avg: 0.05249
2023-09-22 17:10:24,777:	[Coach] >>> VALID @Epoch: 872  >>> 
2023-09-22 17:10:24,777:	[Coach] >>> TEST  @Epoch: 872  >>> 
2023-09-22 17:10:26,246:	[Wall TIME] >>> ChiefCoach.train takes 1.469574 seconds ...
2023-09-22 17:10:26,305:	[Coach] >>> TRAIN @Epoch: 873  >>>  || LOSS Avg: 0.05194
2023-09-22 17:10:26,305:	[Coach] >>> VALID @Epoch: 873  >>> 
2023-09-22 17:10:26,305:	[Coach] >>> TEST  @Epoch: 873  >>> 
2023-09-22 17:10:27,743:	[Wall TIME] >>> ChiefCoach.train takes 1.437506 seconds ...
2023-09-22 17:10:27,798:	[Coach] >>> TRAIN @Epoch: 874  >>>  || LOSS Avg: 0.05242
2023-09-22 17:10:27,798:	[Coach] >>> VALID @Epoch: 874  >>> 
2023-09-22 17:10:27,799:	[Coach] >>> TEST  @Epoch: 874  >>> 
2023-09-22 17:10:29,166:	[Wall TIME] >>> ChiefCoach.train takes 1.367065 seconds ...
2023-09-22 17:10:30,039:	[Wall TIME] >>> ChiefCoach.valid takes 0.811830 seconds ...
2023-09-22 17:10:30,039:	[Coach] >>> Better ***NDCG@10*** of ***0.0305*** 
2023-09-22 17:10:30,057:	[Coach] >>> TRAIN @Epoch: 875  >>>  || LOSS Avg: 0.05241
2023-09-22 17:10:30,057:	[Coach] >>> VALID @Epoch: 875  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0376 || HITRATE@10 Avg: 0.0546 || NDCG@5 Avg: 0.0251 || NDCG@10 Avg: 0.0305
2023-09-22 17:10:30,057:	[Coach] >>> TEST  @Epoch: 875  >>> 
2023-09-22 17:10:31,599:	[Wall TIME] >>> ChiefCoach.train takes 1.541827 seconds ...
2023-09-22 17:10:31,760:	[Coach] >>> TRAIN @Epoch: 876  >>>  || LOSS Avg: 0.05262
2023-09-22 17:10:31,760:	[Coach] >>> VALID @Epoch: 876  >>> 
2023-09-22 17:10:31,760:	[Coach] >>> TEST  @Epoch: 876  >>> 
2023-09-22 17:10:33,287:	[Wall TIME] >>> ChiefCoach.train takes 1.526580 seconds ...
2023-09-22 17:10:33,445:	[Coach] >>> TRAIN @Epoch: 877  >>>  || LOSS Avg: 0.05248
2023-09-22 17:10:33,445:	[Coach] >>> VALID @Epoch: 877  >>> 
2023-09-22 17:10:33,445:	[Coach] >>> TEST  @Epoch: 877  >>> 
2023-09-22 17:10:34,823:	[Wall TIME] >>> ChiefCoach.train takes 1.378166 seconds ...
2023-09-22 17:10:34,880:	[Coach] >>> TRAIN @Epoch: 878  >>>  || LOSS Avg: 0.05223
2023-09-22 17:10:34,880:	[Coach] >>> VALID @Epoch: 878  >>> 
2023-09-22 17:10:34,880:	[Coach] >>> TEST  @Epoch: 878  >>> 
2023-09-22 17:10:36,434:	[Wall TIME] >>> ChiefCoach.train takes 1.553646 seconds ...
2023-09-22 17:10:36,596:	[Coach] >>> TRAIN @Epoch: 879  >>>  || LOSS Avg: 0.05206
2023-09-22 17:10:36,596:	[Coach] >>> VALID @Epoch: 879  >>> 
2023-09-22 17:10:36,596:	[Coach] >>> TEST  @Epoch: 879  >>> 
2023-09-22 17:10:38,113:	[Wall TIME] >>> ChiefCoach.train takes 1.516836 seconds ...
2023-09-22 17:10:39,015:	[Wall TIME] >>> ChiefCoach.valid takes 0.846835 seconds ...
2023-09-22 17:10:39,015:	[Coach] >>> Better ***NDCG@10*** of ***0.0306*** 
2023-09-22 17:10:39,033:	[Coach] >>> TRAIN @Epoch: 880  >>>  || LOSS Avg: 0.05248
2023-09-22 17:10:39,033:	[Coach] >>> VALID @Epoch: 880  >>>  || HITRATE@1 Avg: 0.0127 || HITRATE@5 Avg: 0.0370 || HITRATE@10 Avg: 0.0546 || NDCG@5 Avg: 0.0249 || NDCG@10 Avg: 0.0306
2023-09-22 17:10:39,033:	[Coach] >>> TEST  @Epoch: 880  >>> 
2023-09-22 17:10:40,488:	[Wall TIME] >>> ChiefCoach.train takes 1.454734 seconds ...
2023-09-22 17:10:40,553:	[Coach] >>> TRAIN @Epoch: 881  >>>  || LOSS Avg: 0.05227
2023-09-22 17:10:40,553:	[Coach] >>> VALID @Epoch: 881  >>> 
2023-09-22 17:10:40,553:	[Coach] >>> TEST  @Epoch: 881  >>> 
2023-09-22 17:10:42,121:	[Wall TIME] >>> ChiefCoach.train takes 1.567405 seconds ...
2023-09-22 17:10:42,175:	[Coach] >>> TRAIN @Epoch: 882  >>>  || LOSS Avg: 0.05248
2023-09-22 17:10:42,175:	[Coach] >>> VALID @Epoch: 882  >>> 
2023-09-22 17:10:42,175:	[Coach] >>> TEST  @Epoch: 882  >>> 
2023-09-22 17:10:43,757:	[Wall TIME] >>> ChiefCoach.train takes 1.581822 seconds ...
2023-09-22 17:10:43,919:	[Coach] >>> TRAIN @Epoch: 883  >>>  || LOSS Avg: 0.05240
2023-09-22 17:10:43,920:	[Coach] >>> VALID @Epoch: 883  >>> 
2023-09-22 17:10:43,920:	[Coach] >>> TEST  @Epoch: 883  >>> 
2023-09-22 17:10:45,443:	[Wall TIME] >>> ChiefCoach.train takes 1.523632 seconds ...
2023-09-22 17:10:45,498:	[Coach] >>> TRAIN @Epoch: 884  >>>  || LOSS Avg: 0.05208
2023-09-22 17:10:45,498:	[Coach] >>> VALID @Epoch: 884  >>> 
2023-09-22 17:10:45,498:	[Coach] >>> TEST  @Epoch: 884  >>> 
2023-09-22 17:10:46,981:	[Wall TIME] >>> ChiefCoach.train takes 1.483133 seconds ...
2023-09-22 17:10:47,990:	[Wall TIME] >>> ChiefCoach.valid takes 0.891601 seconds ...
2023-09-22 17:10:47,990:	[Coach] >>> TRAIN @Epoch: 885  >>>  || LOSS Avg: 0.05201
2023-09-22 17:10:47,990:	[Coach] >>> VALID @Epoch: 885  >>>  || HITRATE@1 Avg: 0.0127 || HITRATE@5 Avg: 0.0363 || HITRATE@10 Avg: 0.0540 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0303
2023-09-22 17:10:47,990:	[Coach] >>> TEST  @Epoch: 885  >>> 
2023-09-22 17:10:49,728:	[Wall TIME] >>> ChiefCoach.train takes 1.737869 seconds ...
2023-09-22 17:10:49,794:	[Coach] >>> TRAIN @Epoch: 886  >>>  || LOSS Avg: 0.05193
2023-09-22 17:10:49,794:	[Coach] >>> VALID @Epoch: 886  >>> 
2023-09-22 17:10:49,794:	[Coach] >>> TEST  @Epoch: 886  >>> 
2023-09-22 17:10:51,372:	[Wall TIME] >>> ChiefCoach.train takes 1.577541 seconds ...
2023-09-22 17:10:51,437:	[Coach] >>> TRAIN @Epoch: 887  >>>  || LOSS Avg: 0.05272
2023-09-22 17:10:51,437:	[Coach] >>> VALID @Epoch: 887  >>> 
2023-09-22 17:10:51,437:	[Coach] >>> TEST  @Epoch: 887  >>> 
2023-09-22 17:10:52,946:	[Wall TIME] >>> ChiefCoach.train takes 1.508406 seconds ...
2023-09-22 17:10:53,009:	[Coach] >>> TRAIN @Epoch: 888  >>>  || LOSS Avg: 0.05255
2023-09-22 17:10:53,009:	[Coach] >>> VALID @Epoch: 888  >>> 
2023-09-22 17:10:53,009:	[Coach] >>> TEST  @Epoch: 888  >>> 
2023-09-22 17:10:54,592:	[Wall TIME] >>> ChiefCoach.train takes 1.583109 seconds ...
2023-09-22 17:10:54,680:	[Coach] >>> TRAIN @Epoch: 889  >>>  || LOSS Avg: 0.05281
2023-09-22 17:10:54,681:	[Coach] >>> VALID @Epoch: 889  >>> 
2023-09-22 17:10:54,681:	[Coach] >>> TEST  @Epoch: 889  >>> 
2023-09-22 17:10:56,277:	[Wall TIME] >>> ChiefCoach.train takes 1.596141 seconds ...
2023-09-22 17:10:57,485:	[Wall TIME] >>> ChiefCoach.valid takes 0.859687 seconds ...
2023-09-22 17:10:57,485:	[Coach] >>> Better ***NDCG@10*** of ***0.0307*** 
2023-09-22 17:10:57,503:	[Coach] >>> TRAIN @Epoch: 890  >>>  || LOSS Avg: 0.05215
2023-09-22 17:10:57,504:	[Coach] >>> VALID @Epoch: 890  >>>  || HITRATE@1 Avg: 0.0127 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0549 || NDCG@5 Avg: 0.0247 || NDCG@10 Avg: 0.0307
2023-09-22 17:10:57,504:	[Coach] >>> TEST  @Epoch: 890  >>> 
2023-09-22 17:10:59,019:	[Wall TIME] >>> ChiefCoach.train takes 1.514848 seconds ...
2023-09-22 17:10:59,081:	[Coach] >>> TRAIN @Epoch: 891  >>>  || LOSS Avg: 0.05210
2023-09-22 17:10:59,081:	[Coach] >>> VALID @Epoch: 891  >>> 
2023-09-22 17:10:59,081:	[Coach] >>> TEST  @Epoch: 891  >>> 
2023-09-22 17:11:00,554:	[Wall TIME] >>> ChiefCoach.train takes 1.472467 seconds ...
2023-09-22 17:11:00,687:	[Coach] >>> TRAIN @Epoch: 892  >>>  || LOSS Avg: 0.05245
2023-09-22 17:11:00,687:	[Coach] >>> VALID @Epoch: 892  >>> 
2023-09-22 17:11:00,687:	[Coach] >>> TEST  @Epoch: 892  >>> 
2023-09-22 17:11:02,162:	[Wall TIME] >>> ChiefCoach.train takes 1.475132 seconds ...
2023-09-22 17:11:02,318:	[Coach] >>> TRAIN @Epoch: 893  >>>  || LOSS Avg: 0.05216
2023-09-22 17:11:02,318:	[Coach] >>> VALID @Epoch: 893  >>> 
2023-09-22 17:11:02,318:	[Coach] >>> TEST  @Epoch: 893  >>> 
2023-09-22 17:11:03,954:	[Wall TIME] >>> ChiefCoach.train takes 1.635306 seconds ...
2023-09-22 17:11:04,011:	[Coach] >>> TRAIN @Epoch: 894  >>>  || LOSS Avg: 0.05230
2023-09-22 17:11:04,011:	[Coach] >>> VALID @Epoch: 894  >>> 
2023-09-22 17:11:04,012:	[Coach] >>> TEST  @Epoch: 894  >>> 
2023-09-22 17:11:05,454:	[Wall TIME] >>> ChiefCoach.train takes 1.442014 seconds ...
2023-09-22 17:11:06,386:	[Wall TIME] >>> ChiefCoach.valid takes 0.817675 seconds ...
2023-09-22 17:11:06,386:	[Coach] >>> TRAIN @Epoch: 895  >>>  || LOSS Avg: 0.05257
2023-09-22 17:11:06,386:	[Coach] >>> VALID @Epoch: 895  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0367 || HITRATE@10 Avg: 0.0540 || NDCG@5 Avg: 0.0248 || NDCG@10 Avg: 0.0304
2023-09-22 17:11:06,387:	[Coach] >>> TEST  @Epoch: 895  >>> 
2023-09-22 17:11:07,801:	[Wall TIME] >>> ChiefCoach.train takes 1.414255 seconds ...
2023-09-22 17:11:07,865:	[Coach] >>> TRAIN @Epoch: 896  >>>  || LOSS Avg: 0.05253
2023-09-22 17:11:07,865:	[Coach] >>> VALID @Epoch: 896  >>> 
2023-09-22 17:11:07,865:	[Coach] >>> TEST  @Epoch: 896  >>> 
2023-09-22 17:11:09,126:	[Wall TIME] >>> ChiefCoach.train takes 1.261382 seconds ...
2023-09-22 17:11:09,525:	[Coach] >>> TRAIN @Epoch: 897  >>>  || LOSS Avg: 0.05226
2023-09-22 17:11:09,525:	[Coach] >>> VALID @Epoch: 897  >>> 
2023-09-22 17:11:09,525:	[Coach] >>> TEST  @Epoch: 897  >>> 
2023-09-22 17:11:10,956:	[Wall TIME] >>> ChiefCoach.train takes 1.430428 seconds ...
2023-09-22 17:11:11,140:	[Coach] >>> TRAIN @Epoch: 898  >>>  || LOSS Avg: 0.05209
2023-09-22 17:11:11,140:	[Coach] >>> VALID @Epoch: 898  >>> 
2023-09-22 17:11:11,140:	[Coach] >>> TEST  @Epoch: 898  >>> 
2023-09-22 17:11:12,558:	[Wall TIME] >>> ChiefCoach.train takes 1.417550 seconds ...
2023-09-22 17:11:12,613:	[Coach] >>> TRAIN @Epoch: 899  >>>  || LOSS Avg: 0.05244
2023-09-22 17:11:12,613:	[Coach] >>> VALID @Epoch: 899  >>> 
2023-09-22 17:11:12,613:	[Coach] >>> TEST  @Epoch: 899  >>> 
2023-09-22 17:11:13,957:	[Wall TIME] >>> ChiefCoach.train takes 1.343895 seconds ...
2023-09-22 17:11:15,092:	[Wall TIME] >>> ChiefCoach.valid takes 0.982017 seconds ...
2023-09-22 17:11:15,093:	[Coach] >>> TRAIN @Epoch: 900  >>>  || LOSS Avg: 0.05237
2023-09-22 17:11:15,093:	[Coach] >>> VALID @Epoch: 900  >>>  || HITRATE@1 Avg: 0.0126 || HITRATE@5 Avg: 0.0371 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0250 || NDCG@10 Avg: 0.0302
2023-09-22 17:11:15,093:	[Coach] >>> TEST  @Epoch: 900  >>> 
2023-09-22 17:11:16,704:	[Wall TIME] >>> ChiefCoach.train takes 1.610195 seconds ...
2023-09-22 17:11:17,099:	[Coach] >>> TRAIN @Epoch: 901  >>>  || LOSS Avg: 0.05235
2023-09-22 17:11:17,100:	[Coach] >>> VALID @Epoch: 901  >>> 
2023-09-22 17:11:17,100:	[Coach] >>> TEST  @Epoch: 901  >>> 
2023-09-22 17:11:18,548:	[Wall TIME] >>> ChiefCoach.train takes 1.448485 seconds ...
2023-09-22 17:11:18,603:	[Coach] >>> TRAIN @Epoch: 902  >>>  || LOSS Avg: 0.05216
2023-09-22 17:11:18,603:	[Coach] >>> VALID @Epoch: 902  >>> 
2023-09-22 17:11:18,603:	[Coach] >>> TEST  @Epoch: 902  >>> 
2023-09-22 17:11:20,046:	[Wall TIME] >>> ChiefCoach.train takes 1.442475 seconds ...
2023-09-22 17:11:20,155:	[Coach] >>> TRAIN @Epoch: 903  >>>  || LOSS Avg: 0.05236
2023-09-22 17:11:20,156:	[Coach] >>> VALID @Epoch: 903  >>> 
2023-09-22 17:11:20,156:	[Coach] >>> TEST  @Epoch: 903  >>> 
2023-09-22 17:11:21,463:	[Wall TIME] >>> ChiefCoach.train takes 1.306663 seconds ...
2023-09-22 17:11:21,848:	[Coach] >>> TRAIN @Epoch: 904  >>>  || LOSS Avg: 0.05213
2023-09-22 17:11:21,848:	[Coach] >>> VALID @Epoch: 904  >>> 
2023-09-22 17:11:21,848:	[Coach] >>> TEST  @Epoch: 904  >>> 
2023-09-22 17:11:23,194:	[Wall TIME] >>> ChiefCoach.train takes 1.345747 seconds ...
2023-09-22 17:11:24,208:	[Wall TIME] >>> ChiefCoach.valid takes 0.953524 seconds ...
2023-09-22 17:11:24,209:	[Coach] >>> TRAIN @Epoch: 905  >>>  || LOSS Avg: 0.05258
2023-09-22 17:11:24,210:	[Coach] >>> VALID @Epoch: 905  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0369 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0248 || NDCG@10 Avg: 0.0302
2023-09-22 17:11:24,211:	[Coach] >>> TEST  @Epoch: 905  >>> 
2023-09-22 17:11:25,594:	[Wall TIME] >>> ChiefCoach.train takes 1.382767 seconds ...
2023-09-22 17:11:25,649:	[Coach] >>> TRAIN @Epoch: 906  >>>  || LOSS Avg: 0.05247
2023-09-22 17:11:25,649:	[Coach] >>> VALID @Epoch: 906  >>> 
2023-09-22 17:11:25,649:	[Coach] >>> TEST  @Epoch: 906  >>> 
2023-09-22 17:11:26,881:	[Wall TIME] >>> ChiefCoach.train takes 1.231963 seconds ...
2023-09-22 17:11:26,941:	[Coach] >>> TRAIN @Epoch: 907  >>>  || LOSS Avg: 0.05258
2023-09-22 17:11:26,942:	[Coach] >>> VALID @Epoch: 907  >>> 
2023-09-22 17:11:26,942:	[Coach] >>> TEST  @Epoch: 907  >>> 
2023-09-22 17:11:28,313:	[Wall TIME] >>> ChiefCoach.train takes 1.370934 seconds ...
2023-09-22 17:11:28,376:	[Coach] >>> TRAIN @Epoch: 908  >>>  || LOSS Avg: 0.05200
2023-09-22 17:11:28,376:	[Coach] >>> VALID @Epoch: 908  >>> 
2023-09-22 17:11:28,376:	[Coach] >>> TEST  @Epoch: 908  >>> 
2023-09-22 17:11:29,589:	[Wall TIME] >>> ChiefCoach.train takes 1.212696 seconds ...
2023-09-22 17:11:29,711:	[Coach] >>> TRAIN @Epoch: 909  >>>  || LOSS Avg: 0.05219
2023-09-22 17:11:29,712:	[Coach] >>> VALID @Epoch: 909  >>> 
2023-09-22 17:11:29,712:	[Coach] >>> TEST  @Epoch: 909  >>> 
2023-09-22 17:11:30,913:	[Wall TIME] >>> ChiefCoach.train takes 1.200720 seconds ...
2023-09-22 17:11:31,982:	[Wall TIME] >>> ChiefCoach.valid takes 0.844543 seconds ...
2023-09-22 17:11:31,982:	[Coach] >>> TRAIN @Epoch: 910  >>>  || LOSS Avg: 0.05214
2023-09-22 17:11:31,982:	[Coach] >>> VALID @Epoch: 910  >>>  || HITRATE@1 Avg: 0.0125 || HITRATE@5 Avg: 0.0373 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0250 || NDCG@10 Avg: 0.0304
2023-09-22 17:11:31,982:	[Coach] >>> TEST  @Epoch: 910  >>> 
2023-09-22 17:11:33,225:	[Wall TIME] >>> ChiefCoach.train takes 1.242803 seconds ...
2023-09-22 17:11:33,357:	[Coach] >>> TRAIN @Epoch: 911  >>>  || LOSS Avg: 0.05195
2023-09-22 17:11:33,358:	[Coach] >>> VALID @Epoch: 911  >>> 
2023-09-22 17:11:33,358:	[Coach] >>> TEST  @Epoch: 911  >>> 
2023-09-22 17:11:34,610:	[Wall TIME] >>> ChiefCoach.train takes 1.252621 seconds ...
2023-09-22 17:11:34,744:	[Coach] >>> TRAIN @Epoch: 912  >>>  || LOSS Avg: 0.05242
2023-09-22 17:11:34,744:	[Coach] >>> VALID @Epoch: 912  >>> 
2023-09-22 17:11:34,744:	[Coach] >>> TEST  @Epoch: 912  >>> 
2023-09-22 17:11:35,918:	[Wall TIME] >>> ChiefCoach.train takes 1.173983 seconds ...
2023-09-22 17:11:35,985:	[Coach] >>> TRAIN @Epoch: 913  >>>  || LOSS Avg: 0.05202
2023-09-22 17:11:35,985:	[Coach] >>> VALID @Epoch: 913  >>> 
2023-09-22 17:11:35,985:	[Coach] >>> TEST  @Epoch: 913  >>> 
2023-09-22 17:11:37,111:	[Wall TIME] >>> ChiefCoach.train takes 1.125907 seconds ...
2023-09-22 17:11:37,169:	[Coach] >>> TRAIN @Epoch: 914  >>>  || LOSS Avg: 0.05200
2023-09-22 17:11:37,169:	[Coach] >>> VALID @Epoch: 914  >>> 
2023-09-22 17:11:37,169:	[Coach] >>> TEST  @Epoch: 914  >>> 
2023-09-22 17:11:38,507:	[Wall TIME] >>> ChiefCoach.train takes 1.337303 seconds ...
2023-09-22 17:11:39,564:	[Wall TIME] >>> ChiefCoach.valid takes 0.912240 seconds ...
2023-09-22 17:11:39,565:	[Coach] >>> TRAIN @Epoch: 915  >>>  || LOSS Avg: 0.05264
2023-09-22 17:11:39,565:	[Coach] >>> VALID @Epoch: 915  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0374 || HITRATE@10 Avg: 0.0550 || NDCG@5 Avg: 0.0249 || NDCG@10 Avg: 0.0306
2023-09-22 17:11:39,565:	[Coach] >>> TEST  @Epoch: 915  >>> 
2023-09-22 17:11:41,028:	[Wall TIME] >>> ChiefCoach.train takes 1.462926 seconds ...
2023-09-22 17:11:41,082:	[Coach] >>> TRAIN @Epoch: 916  >>>  || LOSS Avg: 0.05226
2023-09-22 17:11:41,083:	[Coach] >>> VALID @Epoch: 916  >>> 
2023-09-22 17:11:41,083:	[Coach] >>> TEST  @Epoch: 916  >>> 
2023-09-22 17:11:42,549:	[Wall TIME] >>> ChiefCoach.train takes 1.466225 seconds ...
2023-09-22 17:11:42,626:	[Coach] >>> TRAIN @Epoch: 917  >>>  || LOSS Avg: 0.05227
2023-09-22 17:11:42,626:	[Coach] >>> VALID @Epoch: 917  >>> 
2023-09-22 17:11:42,626:	[Coach] >>> TEST  @Epoch: 917  >>> 
2023-09-22 17:11:44,065:	[Wall TIME] >>> ChiefCoach.train takes 1.438446 seconds ...
2023-09-22 17:11:44,178:	[Coach] >>> TRAIN @Epoch: 918  >>>  || LOSS Avg: 0.05206
2023-09-22 17:11:44,178:	[Coach] >>> VALID @Epoch: 918  >>> 
2023-09-22 17:11:44,178:	[Coach] >>> TEST  @Epoch: 918  >>> 
2023-09-22 17:11:45,603:	[Wall TIME] >>> ChiefCoach.train takes 1.424557 seconds ...
2023-09-22 17:11:45,662:	[Coach] >>> TRAIN @Epoch: 919  >>>  || LOSS Avg: 0.05221
2023-09-22 17:11:45,662:	[Coach] >>> VALID @Epoch: 919  >>> 
2023-09-22 17:11:45,662:	[Coach] >>> TEST  @Epoch: 919  >>> 
2023-09-22 17:11:47,327:	[Wall TIME] >>> ChiefCoach.train takes 1.664534 seconds ...
2023-09-22 17:11:48,267:	[Wall TIME] >>> ChiefCoach.valid takes 0.881466 seconds ...
2023-09-22 17:11:48,268:	[Coach] >>> TRAIN @Epoch: 920  >>>  || LOSS Avg: 0.05238
2023-09-22 17:11:48,268:	[Coach] >>> VALID @Epoch: 920  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0366 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0302
2023-09-22 17:11:48,268:	[Coach] >>> TEST  @Epoch: 920  >>> 
2023-09-22 17:11:49,772:	[Wall TIME] >>> ChiefCoach.train takes 1.503361 seconds ...
2023-09-22 17:11:49,977:	[Coach] >>> TRAIN @Epoch: 921  >>>  || LOSS Avg: 0.05227
2023-09-22 17:11:49,978:	[Coach] >>> VALID @Epoch: 921  >>> 
2023-09-22 17:11:49,978:	[Coach] >>> TEST  @Epoch: 921  >>> 
2023-09-22 17:11:51,463:	[Wall TIME] >>> ChiefCoach.train takes 1.485387 seconds ...
2023-09-22 17:11:51,552:	[Coach] >>> TRAIN @Epoch: 922  >>>  || LOSS Avg: 0.05225
2023-09-22 17:11:51,552:	[Coach] >>> VALID @Epoch: 922  >>> 
2023-09-22 17:11:51,552:	[Coach] >>> TEST  @Epoch: 922  >>> 
2023-09-22 17:11:52,949:	[Wall TIME] >>> ChiefCoach.train takes 1.397193 seconds ...
2023-09-22 17:11:53,014:	[Coach] >>> TRAIN @Epoch: 923  >>>  || LOSS Avg: 0.05207
2023-09-22 17:11:53,014:	[Coach] >>> VALID @Epoch: 923  >>> 
2023-09-22 17:11:53,014:	[Coach] >>> TEST  @Epoch: 923  >>> 
2023-09-22 17:11:54,491:	[Wall TIME] >>> ChiefCoach.train takes 1.476893 seconds ...
2023-09-22 17:11:54,549:	[Coach] >>> TRAIN @Epoch: 924  >>>  || LOSS Avg: 0.05241
2023-09-22 17:11:54,549:	[Coach] >>> VALID @Epoch: 924  >>> 
2023-09-22 17:11:54,549:	[Coach] >>> TEST  @Epoch: 924  >>> 
2023-09-22 17:11:55,999:	[Wall TIME] >>> ChiefCoach.train takes 1.449180 seconds ...
2023-09-22 17:11:57,008:	[Wall TIME] >>> ChiefCoach.valid takes 0.926038 seconds ...
2023-09-22 17:11:57,009:	[Coach] >>> TRAIN @Epoch: 925  >>>  || LOSS Avg: 0.05237
2023-09-22 17:11:57,009:	[Coach] >>> VALID @Epoch: 925  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0369 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0298
2023-09-22 17:11:57,009:	[Coach] >>> TEST  @Epoch: 925  >>> 
2023-09-22 17:11:58,956:	[Wall TIME] >>> ChiefCoach.train takes 1.946595 seconds ...
2023-09-22 17:11:59,139:	[Coach] >>> TRAIN @Epoch: 926  >>>  || LOSS Avg: 0.05191
2023-09-22 17:11:59,139:	[Coach] >>> VALID @Epoch: 926  >>> 
2023-09-22 17:11:59,139:	[Coach] >>> TEST  @Epoch: 926  >>> 
2023-09-22 17:12:00,529:	[Wall TIME] >>> ChiefCoach.train takes 1.390083 seconds ...
2023-09-22 17:12:00,611:	[Coach] >>> TRAIN @Epoch: 927  >>>  || LOSS Avg: 0.05224
2023-09-22 17:12:00,611:	[Coach] >>> VALID @Epoch: 927  >>> 
2023-09-22 17:12:00,611:	[Coach] >>> TEST  @Epoch: 927  >>> 
2023-09-22 17:12:01,964:	[Wall TIME] >>> ChiefCoach.train takes 1.352950 seconds ...
2023-09-22 17:12:02,021:	[Coach] >>> TRAIN @Epoch: 928  >>>  || LOSS Avg: 0.05196
2023-09-22 17:12:02,021:	[Coach] >>> VALID @Epoch: 928  >>> 
2023-09-22 17:12:02,022:	[Coach] >>> TEST  @Epoch: 928  >>> 
2023-09-22 17:12:03,599:	[Wall TIME] >>> ChiefCoach.train takes 1.577054 seconds ...
2023-09-22 17:12:03,655:	[Coach] >>> TRAIN @Epoch: 929  >>>  || LOSS Avg: 0.05187
2023-09-22 17:12:03,656:	[Coach] >>> VALID @Epoch: 929  >>> 
2023-09-22 17:12:03,656:	[Coach] >>> TEST  @Epoch: 929  >>> 
2023-09-22 17:12:04,976:	[Wall TIME] >>> ChiefCoach.train takes 1.320456 seconds ...
2023-09-22 17:12:05,975:	[Wall TIME] >>> ChiefCoach.valid takes 0.936719 seconds ...
2023-09-22 17:12:05,975:	[Coach] >>> TRAIN @Epoch: 930  >>>  || LOSS Avg: 0.05257
2023-09-22 17:12:05,975:	[Coach] >>> VALID @Epoch: 930  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0366 || HITRATE@10 Avg: 0.0535 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0301
2023-09-22 17:12:05,975:	[Coach] >>> TEST  @Epoch: 930  >>> 
2023-09-22 17:12:07,506:	[Wall TIME] >>> ChiefCoach.train takes 1.530529 seconds ...
2023-09-22 17:12:07,618:	[Coach] >>> TRAIN @Epoch: 931  >>>  || LOSS Avg: 0.05217
2023-09-22 17:12:07,618:	[Coach] >>> VALID @Epoch: 931  >>> 
2023-09-22 17:12:07,618:	[Coach] >>> TEST  @Epoch: 931  >>> 
2023-09-22 17:12:09,175:	[Wall TIME] >>> ChiefCoach.train takes 1.556490 seconds ...
2023-09-22 17:12:09,242:	[Coach] >>> TRAIN @Epoch: 932  >>>  || LOSS Avg: 0.05197
2023-09-22 17:12:09,243:	[Coach] >>> VALID @Epoch: 932  >>> 
2023-09-22 17:12:09,243:	[Coach] >>> TEST  @Epoch: 932  >>> 
2023-09-22 17:12:10,767:	[Wall TIME] >>> ChiefCoach.train takes 1.524248 seconds ...
2023-09-22 17:12:10,827:	[Coach] >>> TRAIN @Epoch: 933  >>>  || LOSS Avg: 0.05282
2023-09-22 17:12:10,827:	[Coach] >>> VALID @Epoch: 933  >>> 
2023-09-22 17:12:10,827:	[Coach] >>> TEST  @Epoch: 933  >>> 
2023-09-22 17:12:12,192:	[Wall TIME] >>> ChiefCoach.train takes 1.364349 seconds ...
2023-09-22 17:12:12,249:	[Coach] >>> TRAIN @Epoch: 934  >>>  || LOSS Avg: 0.05212
2023-09-22 17:12:12,249:	[Coach] >>> VALID @Epoch: 934  >>> 
2023-09-22 17:12:12,250:	[Coach] >>> TEST  @Epoch: 934  >>> 
2023-09-22 17:12:14,001:	[Wall TIME] >>> ChiefCoach.train takes 1.750857 seconds ...
2023-09-22 17:12:14,958:	[Wall TIME] >>> ChiefCoach.valid takes 0.848949 seconds ...
2023-09-22 17:12:14,959:	[Coach] >>> TRAIN @Epoch: 935  >>>  || LOSS Avg: 0.05225
2023-09-22 17:12:14,959:	[Coach] >>> VALID @Epoch: 935  >>>  || HITRATE@1 Avg: 0.0125 || HITRATE@5 Avg: 0.0375 || HITRATE@10 Avg: 0.0538 || NDCG@5 Avg: 0.0251 || NDCG@10 Avg: 0.0303
2023-09-22 17:12:14,959:	[Coach] >>> TEST  @Epoch: 935  >>> 
2023-09-22 17:12:16,523:	[Wall TIME] >>> ChiefCoach.train takes 1.563912 seconds ...
2023-09-22 17:12:16,586:	[Coach] >>> TRAIN @Epoch: 936  >>>  || LOSS Avg: 0.05204
2023-09-22 17:12:16,586:	[Coach] >>> VALID @Epoch: 936  >>> 
2023-09-22 17:12:16,586:	[Coach] >>> TEST  @Epoch: 936  >>> 
2023-09-22 17:12:18,039:	[Wall TIME] >>> ChiefCoach.train takes 1.452837 seconds ...
2023-09-22 17:12:18,101:	[Coach] >>> TRAIN @Epoch: 937  >>>  || LOSS Avg: 0.05210
2023-09-22 17:12:18,102:	[Coach] >>> VALID @Epoch: 937  >>> 
2023-09-22 17:12:18,102:	[Coach] >>> TEST  @Epoch: 937  >>> 
2023-09-22 17:12:19,780:	[Wall TIME] >>> ChiefCoach.train takes 1.678075 seconds ...
2023-09-22 17:12:19,840:	[Coach] >>> TRAIN @Epoch: 938  >>>  || LOSS Avg: 0.05208
2023-09-22 17:12:19,840:	[Coach] >>> VALID @Epoch: 938  >>> 
2023-09-22 17:12:19,840:	[Coach] >>> TEST  @Epoch: 938  >>> 
2023-09-22 17:12:21,278:	[Wall TIME] >>> ChiefCoach.train takes 1.438061 seconds ...
2023-09-22 17:12:21,334:	[Coach] >>> TRAIN @Epoch: 939  >>>  || LOSS Avg: 0.05197
2023-09-22 17:12:21,334:	[Coach] >>> VALID @Epoch: 939  >>> 
2023-09-22 17:12:21,334:	[Coach] >>> TEST  @Epoch: 939  >>> 
2023-09-22 17:12:22,789:	[Wall TIME] >>> ChiefCoach.train takes 1.454609 seconds ...
2023-09-22 17:12:24,193:	[Wall TIME] >>> ChiefCoach.valid takes 0.862871 seconds ...
2023-09-22 17:12:24,193:	[Coach] >>> TRAIN @Epoch: 940  >>>  || LOSS Avg: 0.05272
2023-09-22 17:12:24,194:	[Coach] >>> VALID @Epoch: 940  >>>  || HITRATE@1 Avg: 0.0129 || HITRATE@5 Avg: 0.0373 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0252 || NDCG@10 Avg: 0.0304
2023-09-22 17:12:24,194:	[Coach] >>> TEST  @Epoch: 940  >>> 
2023-09-22 17:12:25,781:	[Wall TIME] >>> ChiefCoach.train takes 1.587130 seconds ...
2023-09-22 17:12:25,839:	[Coach] >>> TRAIN @Epoch: 941  >>>  || LOSS Avg: 0.05200
2023-09-22 17:12:25,839:	[Coach] >>> VALID @Epoch: 941  >>> 
2023-09-22 17:12:25,839:	[Coach] >>> TEST  @Epoch: 941  >>> 
2023-09-22 17:12:27,387:	[Wall TIME] >>> ChiefCoach.train takes 1.547450 seconds ...
2023-09-22 17:12:27,441:	[Coach] >>> TRAIN @Epoch: 942  >>>  || LOSS Avg: 0.05223
2023-09-22 17:12:27,441:	[Coach] >>> VALID @Epoch: 942  >>> 
2023-09-22 17:12:27,441:	[Coach] >>> TEST  @Epoch: 942  >>> 
2023-09-22 17:12:28,841:	[Wall TIME] >>> ChiefCoach.train takes 1.399120 seconds ...
2023-09-22 17:12:28,910:	[Coach] >>> TRAIN @Epoch: 943  >>>  || LOSS Avg: 0.05194
2023-09-22 17:12:28,910:	[Coach] >>> VALID @Epoch: 943  >>> 
2023-09-22 17:12:28,910:	[Coach] >>> TEST  @Epoch: 943  >>> 
2023-09-22 17:12:30,562:	[Wall TIME] >>> ChiefCoach.train takes 1.651827 seconds ...
2023-09-22 17:12:30,642:	[Coach] >>> TRAIN @Epoch: 944  >>>  || LOSS Avg: 0.05205
2023-09-22 17:12:30,643:	[Coach] >>> VALID @Epoch: 944  >>> 
2023-09-22 17:12:30,643:	[Coach] >>> TEST  @Epoch: 944  >>> 
2023-09-22 17:12:31,980:	[Wall TIME] >>> ChiefCoach.train takes 1.337406 seconds ...
2023-09-22 17:12:32,917:	[Wall TIME] >>> ChiefCoach.valid takes 0.880021 seconds ...
2023-09-22 17:12:32,917:	[Coach] >>> TRAIN @Epoch: 945  >>>  || LOSS Avg: 0.05193
2023-09-22 17:12:32,917:	[Coach] >>> VALID @Epoch: 945  >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0367 || HITRATE@10 Avg: 0.0538 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0301
2023-09-22 17:12:32,917:	[Coach] >>> TEST  @Epoch: 945  >>> 
2023-09-22 17:12:34,437:	[Wall TIME] >>> ChiefCoach.train takes 1.518936 seconds ...
2023-09-22 17:12:34,509:	[Coach] >>> TRAIN @Epoch: 946  >>>  || LOSS Avg: 0.05210
2023-09-22 17:12:34,509:	[Coach] >>> VALID @Epoch: 946  >>> 
2023-09-22 17:12:34,509:	[Coach] >>> TEST  @Epoch: 946  >>> 
2023-09-22 17:12:36,042:	[Wall TIME] >>> ChiefCoach.train takes 1.533160 seconds ...
2023-09-22 17:12:36,151:	[Coach] >>> TRAIN @Epoch: 947  >>>  || LOSS Avg: 0.05173
2023-09-22 17:12:36,152:	[Coach] >>> VALID @Epoch: 947  >>> 
2023-09-22 17:12:36,152:	[Coach] >>> TEST  @Epoch: 947  >>> 
2023-09-22 17:12:38,024:	[Wall TIME] >>> ChiefCoach.train takes 1.871925 seconds ...
2023-09-22 17:12:38,117:	[Coach] >>> TRAIN @Epoch: 948  >>>  || LOSS Avg: 0.05205
2023-09-22 17:12:38,117:	[Coach] >>> VALID @Epoch: 948  >>> 
2023-09-22 17:12:38,117:	[Coach] >>> TEST  @Epoch: 948  >>> 
2023-09-22 17:12:39,569:	[Wall TIME] >>> ChiefCoach.train takes 1.452152 seconds ...
2023-09-22 17:12:39,644:	[Coach] >>> TRAIN @Epoch: 949  >>>  || LOSS Avg: 0.05228
2023-09-22 17:12:39,644:	[Coach] >>> VALID @Epoch: 949  >>> 
2023-09-22 17:12:39,644:	[Coach] >>> TEST  @Epoch: 949  >>> 
2023-09-22 17:12:41,276:	[Wall TIME] >>> ChiefCoach.train takes 1.631661 seconds ...
2023-09-22 17:12:42,192:	[Wall TIME] >>> ChiefCoach.valid takes 0.856859 seconds ...
2023-09-22 17:12:42,192:	[Coach] >>> TRAIN @Epoch: 950  >>>  || LOSS Avg: 0.05197
2023-09-22 17:12:42,192:	[Coach] >>> VALID @Epoch: 950  >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0371 || HITRATE@10 Avg: 0.0533 || NDCG@5 Avg: 0.0249 || NDCG@10 Avg: 0.0301
2023-09-22 17:12:42,192:	[Coach] >>> TEST  @Epoch: 950  >>> 
2023-09-22 17:12:43,711:	[Wall TIME] >>> ChiefCoach.train takes 1.518257 seconds ...
2023-09-22 17:12:43,788:	[Coach] >>> TRAIN @Epoch: 951  >>>  || LOSS Avg: 0.05230
2023-09-22 17:12:43,788:	[Coach] >>> VALID @Epoch: 951  >>> 
2023-09-22 17:12:43,788:	[Coach] >>> TEST  @Epoch: 951  >>> 
2023-09-22 17:12:45,238:	[Wall TIME] >>> ChiefCoach.train takes 1.449863 seconds ...
2023-09-22 17:12:45,298:	[Coach] >>> TRAIN @Epoch: 952  >>>  || LOSS Avg: 0.05223
2023-09-22 17:12:45,298:	[Coach] >>> VALID @Epoch: 952  >>> 
2023-09-22 17:12:45,298:	[Coach] >>> TEST  @Epoch: 952  >>> 
2023-09-22 17:12:46,738:	[Wall TIME] >>> ChiefCoach.train takes 1.439669 seconds ...
2023-09-22 17:12:46,798:	[Coach] >>> TRAIN @Epoch: 953  >>>  || LOSS Avg: 0.05197
2023-09-22 17:12:46,798:	[Coach] >>> VALID @Epoch: 953  >>> 
2023-09-22 17:12:46,798:	[Coach] >>> TEST  @Epoch: 953  >>> 
2023-09-22 17:12:48,204:	[Wall TIME] >>> ChiefCoach.train takes 1.405983 seconds ...
2023-09-22 17:12:48,272:	[Coach] >>> TRAIN @Epoch: 954  >>>  || LOSS Avg: 0.05201
2023-09-22 17:12:48,272:	[Coach] >>> VALID @Epoch: 954  >>> 
2023-09-22 17:12:48,272:	[Coach] >>> TEST  @Epoch: 954  >>> 
2023-09-22 17:12:49,675:	[Wall TIME] >>> ChiefCoach.train takes 1.402711 seconds ...
2023-09-22 17:12:50,609:	[Wall TIME] >>> ChiefCoach.valid takes 0.861900 seconds ...
2023-09-22 17:12:50,609:	[Coach] >>> TRAIN @Epoch: 955  >>>  || LOSS Avg: 0.05229
2023-09-22 17:12:50,609:	[Coach] >>> VALID @Epoch: 955  >>>  || HITRATE@1 Avg: 0.0125 || HITRATE@5 Avg: 0.0364 || HITRATE@10 Avg: 0.0543 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0304
2023-09-22 17:12:50,609:	[Coach] >>> TEST  @Epoch: 955  >>> 
2023-09-22 17:12:52,093:	[Wall TIME] >>> ChiefCoach.train takes 1.483460 seconds ...
2023-09-22 17:12:52,156:	[Coach] >>> TRAIN @Epoch: 956  >>>  || LOSS Avg: 0.05166
2023-09-22 17:12:52,156:	[Coach] >>> VALID @Epoch: 956  >>> 
2023-09-22 17:12:52,156:	[Coach] >>> TEST  @Epoch: 956  >>> 
2023-09-22 17:12:53,791:	[Wall TIME] >>> ChiefCoach.train takes 1.634505 seconds ...
2023-09-22 17:12:53,869:	[Coach] >>> TRAIN @Epoch: 957  >>>  || LOSS Avg: 0.05265
2023-09-22 17:12:53,870:	[Coach] >>> VALID @Epoch: 957  >>> 
2023-09-22 17:12:53,870:	[Coach] >>> TEST  @Epoch: 957  >>> 
2023-09-22 17:12:55,395:	[Wall TIME] >>> ChiefCoach.train takes 1.525324 seconds ...
2023-09-22 17:12:55,458:	[Coach] >>> TRAIN @Epoch: 958  >>>  || LOSS Avg: 0.05230
2023-09-22 17:12:55,458:	[Coach] >>> VALID @Epoch: 958  >>> 
2023-09-22 17:12:55,458:	[Coach] >>> TEST  @Epoch: 958  >>> 
2023-09-22 17:12:56,997:	[Wall TIME] >>> ChiefCoach.train takes 1.538113 seconds ...
2023-09-22 17:12:57,055:	[Coach] >>> TRAIN @Epoch: 959  >>>  || LOSS Avg: 0.05183
2023-09-22 17:12:57,056:	[Coach] >>> VALID @Epoch: 959  >>> 
2023-09-22 17:12:57,056:	[Coach] >>> TEST  @Epoch: 959  >>> 
2023-09-22 17:12:58,452:	[Wall TIME] >>> ChiefCoach.train takes 1.395884 seconds ...
2023-09-22 17:12:59,400:	[Wall TIME] >>> ChiefCoach.valid takes 0.826320 seconds ...
2023-09-22 17:12:59,401:	[Coach] >>> TRAIN @Epoch: 960  >>>  || LOSS Avg: 0.05148
2023-09-22 17:12:59,401:	[Coach] >>> VALID @Epoch: 960  >>>  || HITRATE@1 Avg: 0.0127 || HITRATE@5 Avg: 0.0370 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0250 || NDCG@10 Avg: 0.0305
2023-09-22 17:12:59,401:	[Coach] >>> TEST  @Epoch: 960  >>> 
2023-09-22 17:13:01,054:	[Wall TIME] >>> ChiefCoach.train takes 1.653247 seconds ...
2023-09-22 17:13:01,115:	[Coach] >>> TRAIN @Epoch: 961  >>>  || LOSS Avg: 0.05188
2023-09-22 17:13:01,115:	[Coach] >>> VALID @Epoch: 961  >>> 
2023-09-22 17:13:01,115:	[Coach] >>> TEST  @Epoch: 961  >>> 
2023-09-22 17:13:02,770:	[Wall TIME] >>> ChiefCoach.train takes 1.654191 seconds ...
2023-09-22 17:13:02,873:	[Coach] >>> TRAIN @Epoch: 962  >>>  || LOSS Avg: 0.05235
2023-09-22 17:13:02,874:	[Coach] >>> VALID @Epoch: 962  >>> 
2023-09-22 17:13:02,874:	[Coach] >>> TEST  @Epoch: 962  >>> 
2023-09-22 17:13:04,542:	[Wall TIME] >>> ChiefCoach.train takes 1.667645 seconds ...
2023-09-22 17:13:04,604:	[Coach] >>> TRAIN @Epoch: 963  >>>  || LOSS Avg: 0.05175
2023-09-22 17:13:04,604:	[Coach] >>> VALID @Epoch: 963  >>> 
2023-09-22 17:13:04,604:	[Coach] >>> TEST  @Epoch: 963  >>> 
2023-09-22 17:13:06,218:	[Wall TIME] >>> ChiefCoach.train takes 1.613488 seconds ...
2023-09-22 17:13:06,280:	[Coach] >>> TRAIN @Epoch: 964  >>>  || LOSS Avg: 0.05184
2023-09-22 17:13:06,280:	[Coach] >>> VALID @Epoch: 964  >>> 
2023-09-22 17:13:06,280:	[Coach] >>> TEST  @Epoch: 964  >>> 
2023-09-22 17:13:07,862:	[Wall TIME] >>> ChiefCoach.train takes 1.582151 seconds ...
2023-09-22 17:13:08,771:	[Wall TIME] >>> ChiefCoach.valid takes 0.846641 seconds ...
2023-09-22 17:13:08,771:	[Coach] >>> TRAIN @Epoch: 965  >>>  || LOSS Avg: 0.05208
2023-09-22 17:13:08,771:	[Coach] >>> VALID @Epoch: 965  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0368 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0248 || NDCG@10 Avg: 0.0304
2023-09-22 17:13:08,771:	[Coach] >>> TEST  @Epoch: 965  >>> 
2023-09-22 17:13:10,197:	[Wall TIME] >>> ChiefCoach.train takes 1.424830 seconds ...
2023-09-22 17:13:10,268:	[Coach] >>> TRAIN @Epoch: 966  >>>  || LOSS Avg: 0.05188
2023-09-22 17:13:10,269:	[Coach] >>> VALID @Epoch: 966  >>> 
2023-09-22 17:13:10,269:	[Coach] >>> TEST  @Epoch: 966  >>> 
2023-09-22 17:13:11,638:	[Wall TIME] >>> ChiefCoach.train takes 1.369613 seconds ...
2023-09-22 17:13:11,696:	[Coach] >>> TRAIN @Epoch: 967  >>>  || LOSS Avg: 0.05193
2023-09-22 17:13:11,696:	[Coach] >>> VALID @Epoch: 967  >>> 
2023-09-22 17:13:11,696:	[Coach] >>> TEST  @Epoch: 967  >>> 
2023-09-22 17:13:13,408:	[Wall TIME] >>> ChiefCoach.train takes 1.711367 seconds ...
2023-09-22 17:13:13,521:	[Coach] >>> TRAIN @Epoch: 968  >>>  || LOSS Avg: 0.05215
2023-09-22 17:13:13,521:	[Coach] >>> VALID @Epoch: 968  >>> 
2023-09-22 17:13:13,521:	[Coach] >>> TEST  @Epoch: 968  >>> 
2023-09-22 17:13:14,910:	[Wall TIME] >>> ChiefCoach.train takes 1.388907 seconds ...
2023-09-22 17:13:14,975:	[Coach] >>> TRAIN @Epoch: 969  >>>  || LOSS Avg: 0.05223
2023-09-22 17:13:14,975:	[Coach] >>> VALID @Epoch: 969  >>> 
2023-09-22 17:13:14,975:	[Coach] >>> TEST  @Epoch: 969  >>> 
2023-09-22 17:13:16,549:	[Wall TIME] >>> ChiefCoach.train takes 1.573817 seconds ...
2023-09-22 17:13:17,444:	[Wall TIME] >>> ChiefCoach.valid takes 0.841163 seconds ...
2023-09-22 17:13:17,444:	[Coach] >>> TRAIN @Epoch: 970  >>>  || LOSS Avg: 0.05183
2023-09-22 17:13:17,445:	[Coach] >>> VALID @Epoch: 970  >>>  || HITRATE@1 Avg: 0.0122 || HITRATE@5 Avg: 0.0367 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0302
2023-09-22 17:13:17,445:	[Coach] >>> TEST  @Epoch: 970  >>> 
2023-09-22 17:13:18,877:	[Wall TIME] >>> ChiefCoach.train takes 1.431713 seconds ...
2023-09-22 17:13:18,940:	[Coach] >>> TRAIN @Epoch: 971  >>>  || LOSS Avg: 0.05195
2023-09-22 17:13:18,940:	[Coach] >>> VALID @Epoch: 971  >>> 
2023-09-22 17:13:18,941:	[Coach] >>> TEST  @Epoch: 971  >>> 
2023-09-22 17:13:20,437:	[Wall TIME] >>> ChiefCoach.train takes 1.496087 seconds ...
2023-09-22 17:13:20,509:	[Coach] >>> TRAIN @Epoch: 972  >>>  || LOSS Avg: 0.05228
2023-09-22 17:13:20,509:	[Coach] >>> VALID @Epoch: 972  >>> 
2023-09-22 17:13:20,509:	[Coach] >>> TEST  @Epoch: 972  >>> 
2023-09-22 17:13:21,857:	[Wall TIME] >>> ChiefCoach.train takes 1.347822 seconds ...
2023-09-22 17:13:21,912:	[Coach] >>> TRAIN @Epoch: 973  >>>  || LOSS Avg: 0.05152
2023-09-22 17:13:21,913:	[Coach] >>> VALID @Epoch: 973  >>> 
2023-09-22 17:13:21,913:	[Coach] >>> TEST  @Epoch: 973  >>> 
2023-09-22 17:13:23,138:	[Wall TIME] >>> ChiefCoach.train takes 1.225327 seconds ...
2023-09-22 17:13:23,195:	[Coach] >>> TRAIN @Epoch: 974  >>>  || LOSS Avg: 0.05205
2023-09-22 17:13:23,195:	[Coach] >>> VALID @Epoch: 974  >>> 
2023-09-22 17:13:23,196:	[Coach] >>> TEST  @Epoch: 974  >>> 
2023-09-22 17:13:24,418:	[Wall TIME] >>> ChiefCoach.train takes 1.222057 seconds ...
2023-09-22 17:13:25,265:	[Wall TIME] >>> ChiefCoach.valid takes 0.793320 seconds ...
2023-09-22 17:13:25,265:	[Coach] >>> TRAIN @Epoch: 975  >>>  || LOSS Avg: 0.05198
2023-09-22 17:13:25,265:	[Coach] >>> VALID @Epoch: 975  >>>  || HITRATE@1 Avg: 0.0127 || HITRATE@5 Avg: 0.0365 || HITRATE@10 Avg: 0.0536 || NDCG@5 Avg: 0.0247 || NDCG@10 Avg: 0.0302
2023-09-22 17:13:25,265:	[Coach] >>> TEST  @Epoch: 975  >>> 
2023-09-22 17:13:26,601:	[Wall TIME] >>> ChiefCoach.train takes 1.335841 seconds ...
2023-09-22 17:13:26,659:	[Coach] >>> TRAIN @Epoch: 976  >>>  || LOSS Avg: 0.05205
2023-09-22 17:13:26,659:	[Coach] >>> VALID @Epoch: 976  >>> 
2023-09-22 17:13:26,659:	[Coach] >>> TEST  @Epoch: 976  >>> 
2023-09-22 17:13:27,965:	[Wall TIME] >>> ChiefCoach.train takes 1.305650 seconds ...
2023-09-22 17:13:28,030:	[Coach] >>> TRAIN @Epoch: 977  >>>  || LOSS Avg: 0.05216
2023-09-22 17:13:28,030:	[Coach] >>> VALID @Epoch: 977  >>> 
2023-09-22 17:13:28,030:	[Coach] >>> TEST  @Epoch: 977  >>> 
2023-09-22 17:13:29,286:	[Wall TIME] >>> ChiefCoach.train takes 1.256208 seconds ...
2023-09-22 17:13:29,343:	[Coach] >>> TRAIN @Epoch: 978  >>>  || LOSS Avg: 0.05177
2023-09-22 17:13:29,343:	[Coach] >>> VALID @Epoch: 978  >>> 
2023-09-22 17:13:29,343:	[Coach] >>> TEST  @Epoch: 978  >>> 
2023-09-22 17:13:30,717:	[Wall TIME] >>> ChiefCoach.train takes 1.373906 seconds ...
2023-09-22 17:13:30,770:	[Coach] >>> TRAIN @Epoch: 979  >>>  || LOSS Avg: 0.05209
2023-09-22 17:13:30,770:	[Coach] >>> VALID @Epoch: 979  >>> 
2023-09-22 17:13:30,771:	[Coach] >>> TEST  @Epoch: 979  >>> 
2023-09-22 17:13:31,988:	[Wall TIME] >>> ChiefCoach.train takes 1.217252 seconds ...
2023-09-22 17:13:32,880:	[Wall TIME] >>> ChiefCoach.valid takes 0.834623 seconds ...
2023-09-22 17:13:32,880:	[Coach] >>> TRAIN @Epoch: 980  >>>  || LOSS Avg: 0.05210
2023-09-22 17:13:32,880:	[Coach] >>> VALID @Epoch: 980  >>>  || HITRATE@1 Avg: 0.0125 || HITRATE@5 Avg: 0.0365 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0301
2023-09-22 17:13:32,880:	[Coach] >>> TEST  @Epoch: 980  >>> 
2023-09-22 17:13:34,162:	[Wall TIME] >>> ChiefCoach.train takes 1.281904 seconds ...
2023-09-22 17:13:34,228:	[Coach] >>> TRAIN @Epoch: 981  >>>  || LOSS Avg: 0.05179
2023-09-22 17:13:34,228:	[Coach] >>> VALID @Epoch: 981  >>> 
2023-09-22 17:13:34,228:	[Coach] >>> TEST  @Epoch: 981  >>> 
2023-09-22 17:13:35,528:	[Wall TIME] >>> ChiefCoach.train takes 1.299824 seconds ...
2023-09-22 17:13:35,585:	[Coach] >>> TRAIN @Epoch: 982  >>>  || LOSS Avg: 0.05197
2023-09-22 17:13:35,585:	[Coach] >>> VALID @Epoch: 982  >>> 
2023-09-22 17:13:35,585:	[Coach] >>> TEST  @Epoch: 982  >>> 
2023-09-22 17:13:36,959:	[Wall TIME] >>> ChiefCoach.train takes 1.373997 seconds ...
2023-09-22 17:13:37,016:	[Coach] >>> TRAIN @Epoch: 983  >>>  || LOSS Avg: 0.05133
2023-09-22 17:13:37,016:	[Coach] >>> VALID @Epoch: 983  >>> 
2023-09-22 17:13:37,016:	[Coach] >>> TEST  @Epoch: 983  >>> 
2023-09-22 17:13:38,153:	[Wall TIME] >>> ChiefCoach.train takes 1.136340 seconds ...
2023-09-22 17:13:38,214:	[Coach] >>> TRAIN @Epoch: 984  >>>  || LOSS Avg: 0.05190
2023-09-22 17:13:38,214:	[Coach] >>> VALID @Epoch: 984  >>> 
2023-09-22 17:13:38,214:	[Coach] >>> TEST  @Epoch: 984  >>> 
2023-09-22 17:13:39,556:	[Wall TIME] >>> ChiefCoach.train takes 1.341513 seconds ...
2023-09-22 17:13:40,454:	[Wall TIME] >>> ChiefCoach.valid takes 0.836922 seconds ...
2023-09-22 17:13:40,454:	[Coach] >>> TRAIN @Epoch: 985  >>>  || LOSS Avg: 0.05213
2023-09-22 17:13:40,454:	[Coach] >>> VALID @Epoch: 985  >>>  || HITRATE@1 Avg: 0.0122 || HITRATE@5 Avg: 0.0365 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0300
2023-09-22 17:13:40,455:	[Coach] >>> TEST  @Epoch: 985  >>> 
2023-09-22 17:13:42,096:	[Wall TIME] >>> ChiefCoach.train takes 1.641240 seconds ...
2023-09-22 17:13:42,172:	[Coach] >>> TRAIN @Epoch: 986  >>>  || LOSS Avg: 0.05180
2023-09-22 17:13:42,172:	[Coach] >>> VALID @Epoch: 986  >>> 
2023-09-22 17:13:42,172:	[Coach] >>> TEST  @Epoch: 986  >>> 
2023-09-22 17:13:43,506:	[Wall TIME] >>> ChiefCoach.train takes 1.333977 seconds ...
2023-09-22 17:13:43,565:	[Coach] >>> TRAIN @Epoch: 987  >>>  || LOSS Avg: 0.05202
2023-09-22 17:13:43,565:	[Coach] >>> VALID @Epoch: 987  >>> 
2023-09-22 17:13:43,565:	[Coach] >>> TEST  @Epoch: 987  >>> 
2023-09-22 17:13:45,082:	[Wall TIME] >>> ChiefCoach.train takes 1.516153 seconds ...
2023-09-22 17:13:45,137:	[Coach] >>> TRAIN @Epoch: 988  >>>  || LOSS Avg: 0.05157
2023-09-22 17:13:45,138:	[Coach] >>> VALID @Epoch: 988  >>> 
2023-09-22 17:13:45,138:	[Coach] >>> TEST  @Epoch: 988  >>> 
2023-09-22 17:13:46,517:	[Wall TIME] >>> ChiefCoach.train takes 1.379461 seconds ...
2023-09-22 17:13:46,578:	[Coach] >>> TRAIN @Epoch: 989  >>>  || LOSS Avg: 0.05176
2023-09-22 17:13:46,578:	[Coach] >>> VALID @Epoch: 989  >>> 
2023-09-22 17:13:46,578:	[Coach] >>> TEST  @Epoch: 989  >>> 
2023-09-22 17:13:47,715:	[Wall TIME] >>> ChiefCoach.train takes 1.136760 seconds ...
2023-09-22 17:13:48,528:	[Wall TIME] >>> ChiefCoach.valid takes 0.753621 seconds ...
2023-09-22 17:13:48,529:	[Coach] >>> TRAIN @Epoch: 990  >>>  || LOSS Avg: 0.05202
2023-09-22 17:13:48,529:	[Coach] >>> VALID @Epoch: 990  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0364 || HITRATE@10 Avg: 0.0544 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0302
2023-09-22 17:13:48,529:	[Coach] >>> TEST  @Epoch: 990  >>> 
2023-09-22 17:13:49,936:	[Wall TIME] >>> ChiefCoach.train takes 1.407302 seconds ...
2023-09-22 17:13:49,992:	[Coach] >>> TRAIN @Epoch: 991  >>>  || LOSS Avg: 0.05215
2023-09-22 17:13:49,993:	[Coach] >>> VALID @Epoch: 991  >>> 
2023-09-22 17:13:49,993:	[Coach] >>> TEST  @Epoch: 991  >>> 
2023-09-22 17:13:51,267:	[Wall TIME] >>> ChiefCoach.train takes 1.274391 seconds ...
2023-09-22 17:13:51,320:	[Coach] >>> TRAIN @Epoch: 992  >>>  || LOSS Avg: 0.05182
2023-09-22 17:13:51,320:	[Coach] >>> VALID @Epoch: 992  >>> 
2023-09-22 17:13:51,321:	[Coach] >>> TEST  @Epoch: 992  >>> 
2023-09-22 17:13:52,511:	[Wall TIME] >>> ChiefCoach.train takes 1.190614 seconds ...
2023-09-22 17:13:52,568:	[Coach] >>> TRAIN @Epoch: 993  >>>  || LOSS Avg: 0.05178
2023-09-22 17:13:52,568:	[Coach] >>> VALID @Epoch: 993  >>> 
2023-09-22 17:13:52,568:	[Coach] >>> TEST  @Epoch: 993  >>> 
2023-09-22 17:13:53,797:	[Wall TIME] >>> ChiefCoach.train takes 1.228651 seconds ...
2023-09-22 17:13:53,853:	[Coach] >>> TRAIN @Epoch: 994  >>>  || LOSS Avg: 0.05192
2023-09-22 17:13:53,853:	[Coach] >>> VALID @Epoch: 994  >>> 
2023-09-22 17:13:53,853:	[Coach] >>> TEST  @Epoch: 994  >>> 
2023-09-22 17:13:54,970:	[Wall TIME] >>> ChiefCoach.train takes 1.116844 seconds ...
2023-09-22 17:13:55,996:	[Wall TIME] >>> ChiefCoach.valid takes 0.969208 seconds ...
2023-09-22 17:13:55,996:	[Coach] >>> TRAIN @Epoch: 995  >>>  || LOSS Avg: 0.05218
2023-09-22 17:13:55,996:	[Coach] >>> VALID @Epoch: 995  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0363 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0243 || NDCG@10 Avg: 0.0300
2023-09-22 17:13:55,996:	[Coach] >>> TEST  @Epoch: 995  >>> 
2023-09-22 17:13:56,948:	[Wall TIME] >>> ChiefCoach.train takes 0.951760 seconds ...
2023-09-22 17:13:57,012:	[Coach] >>> TRAIN @Epoch: 996  >>>  || LOSS Avg: 0.05234
2023-09-22 17:13:57,012:	[Coach] >>> VALID @Epoch: 996  >>> 
2023-09-22 17:13:57,012:	[Coach] >>> TEST  @Epoch: 996  >>> 
2023-09-22 17:13:58,087:	[Wall TIME] >>> ChiefCoach.train takes 1.074755 seconds ...
2023-09-22 17:13:58,152:	[Coach] >>> TRAIN @Epoch: 997  >>>  || LOSS Avg: 0.05127
2023-09-22 17:13:58,152:	[Coach] >>> VALID @Epoch: 997  >>> 
2023-09-22 17:13:58,152:	[Coach] >>> TEST  @Epoch: 997  >>> 
2023-09-22 17:13:59,229:	[Wall TIME] >>> ChiefCoach.train takes 1.076895 seconds ...
2023-09-22 17:13:59,287:	[Coach] >>> TRAIN @Epoch: 998  >>>  || LOSS Avg: 0.05203
2023-09-22 17:13:59,287:	[Coach] >>> VALID @Epoch: 998  >>> 
2023-09-22 17:13:59,287:	[Coach] >>> TEST  @Epoch: 998  >>> 
2023-09-22 17:14:00,334:	[Wall TIME] >>> ChiefCoach.train takes 1.046505 seconds ...
2023-09-22 17:14:00,384:	[Coach] >>> TRAIN @Epoch: 999  >>>  || LOSS Avg: 0.05179
2023-09-22 17:14:00,385:	[Coach] >>> VALID @Epoch: 999  >>> 
2023-09-22 17:14:00,385:	[Coach] >>> TEST  @Epoch: 999  >>> 
2023-09-22 17:14:01,408:	[Wall TIME] >>> ChiefCoach.train takes 1.022811 seconds ...
2023-09-22 17:14:02,257:	[Wall TIME] >>> ChiefCoach.valid takes 0.834149 seconds ...
2023-09-22 17:14:03,046:	[Wall TIME] >>> ChiefCoach.test takes 0.788683 seconds ...
2023-09-22 17:14:03,047:	[Coach] >>> TRAIN @Epoch: 1000 >>>  || LOSS Avg: 0.05170
2023-09-22 17:14:03,047:	[Coach] >>> VALID @Epoch: 1000 >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0371 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0248 || NDCG@10 Avg: 0.0303
2023-09-22 17:14:03,047:	[Coach] >>> TEST  @Epoch: 1000 >>>  || HITRATE@1 Avg: 0.0073 || HITRATE@5 Avg: 0.0229 || HITRATE@10 Avg: 0.0349 || NDCG@5 Avg: 0.0150 || NDCG@10 Avg: 0.0189
2023-09-22 17:14:04,547:	   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.051271     996
1   valid   HITRATE@1  0.012922     940
2   valid   HITRATE@5  0.037805     780
3   valid  HITRATE@10  0.055596     830
4   valid      NDCG@5  0.025161     940
5   valid     NDCG@10  0.030747     890
6    test   HITRATE@1  0.007333       0
7    test   HITRATE@5  0.022899       0
8    test  HITRATE@10  0.034920       0
9    test      NDCG@5  0.014992       0
10   test     NDCG@10  0.018867       0
2023-09-22 17:14:04,547:	[LoG_PaTH] >>> ./logs/I-I-Tools-5/AmazonTools_550_Chron/0-0922164503
2023-09-22 17:14:04,815:	[Wall TIME] >>> Coach.summary takes 1.767800 seconds ...
2023-09-22 17:14:04,815:	[Coach] >>> Load best model @Epoch 890  
2023-09-22 17:14:05,652:	[Wall TIME] >>> ChiefCoach.valid takes 0.829454 seconds ...
2023-09-22 17:14:06,518:	[Wall TIME] >>> ChiefCoach.test takes 0.865617 seconds ...
2023-09-22 17:14:06,519:	[Coach] >>> TRAIN @Epoch: 890  >>> 
2023-09-22 17:14:06,519:	[Coach] >>> VALID @Epoch: 890  >>>  || HITRATE@1 Avg: 0.0127 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0549 || NDCG@5 Avg: 0.0247 || NDCG@10 Avg: 0.0307
2023-09-22 17:14:06,519:	[Coach] >>> TEST  @Epoch: 890  >>>  || HITRATE@1 Avg: 0.0076 || HITRATE@5 Avg: 0.0225 || HITRATE@10 Avg: 0.0349 || NDCG@5 Avg: 0.0150 || NDCG@10 Avg: 0.0190
2023-09-22 17:14:06,528:	[Wall TIME] >>> Coach.fit takes 1736.321118 seconds ...
