2023-09-22 15:58:04,486:	========================================================================
2023-09-22 15:58:04,486:	========================================================================
2023-09-22 15:58:04,486:	========================================================================
2023-09-22 15:58:04,486:	[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True
2023-09-22 15:58:04,486:	[Seed] >>> Set seed: 0
2023-09-22 15:58:04,486:	[PARSER] >>>
[BENCHMARK: False] 
[SEED: 0] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: I-I-Toys-5] 
[root: ../../data] 
[dataset: AmazonToys_550_Chron] 
[config: item-item/AmazonToys_550_Chron.yaml] 
[ranking: full] 
[device: 0] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.1] 
[lr: 0.001] 
[batch_size: 2048] 
[epochs: 1000] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0922155800] 
[embedding_dim: 64] 
[maxlen4graph: 50] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/I-I-Toys-5/AmazonToys_550_Chron/0] 
[LOG_PATH: ./logs/I-I-Toys-5/AmazonToys_550_Chron/0-0922155800] 

2023-09-22 15:58:04,487:	[Wall TIME] >>> Parser.compile takes 0.004175 seconds ...
2023-09-22 15:58:04,495:	[AmazonToys_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.User,FieldTags.ID,FieldTags.Sparse]
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 15:58:04,679:	+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |      Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| 19412  | 11924  | 8.633680197815785 |     167597    | 128773 | 19412  | 19412 | 0.0007240590571801228 |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
2023-09-22 15:58:04,679:	[Wall TIME] >>> RecDataSet.compile takes 0.192027 seconds ...
2023-09-22 15:58:04,770:	[Wall TIME] >>> GenTrainUniformSampler.prepare takes 0.090798 seconds ...
2023-09-22 15:58:05,020:	[Wall TIME] >>> GenValidYielder.prepare takes 0.249197 seconds ...
2023-09-22 15:58:05,160:	[Wall TIME] >>> GenTestYielder.prepare takes 0.139314 seconds ...
2023-09-22 15:58:08,704:	[Coach] >>> Set best meter: NDCG@10 
2023-09-22 15:58:08,705:	[Wall TIME] >>> Coach.compile takes 0.001249 seconds ...
2023-09-22 15:58:09,922:	[Wall TIME] >>> ChiefCoach.valid takes 1.179728 seconds ...
2023-09-22 15:58:09,923:	[Coach] >>> Better ***NDCG@10*** of ***0.0003*** 
2023-09-22 15:58:09,941:	[Coach] >>> TRAIN @Epoch: 0    >>> 
2023-09-22 15:58:09,941:	[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0001 || HITRATE@5 Avg: 0.0005 || HITRATE@10 Avg: 0.0006 || NDCG@5 Avg: 0.0003 || NDCG@10 Avg: 0.0003
2023-09-22 15:58:09,941:	[Coach] >>> TEST  @Epoch: 0    >>> 
2023-09-22 15:58:11,533:	[Wall TIME] >>> ChiefCoach.train takes 1.592115 seconds ...
2023-09-22 15:58:11,701:	[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.69288
2023-09-22 15:58:11,701:	[Coach] >>> VALID @Epoch: 1    >>> 
2023-09-22 15:58:11,701:	[Coach] >>> TEST  @Epoch: 1    >>> 
2023-09-22 15:58:13,395:	[Wall TIME] >>> ChiefCoach.train takes 1.693918 seconds ...
2023-09-22 15:58:13,459:	[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.68861
2023-09-22 15:58:13,459:	[Coach] >>> VALID @Epoch: 2    >>> 
2023-09-22 15:58:13,460:	[Coach] >>> TEST  @Epoch: 2    >>> 
2023-09-22 15:58:15,171:	[Wall TIME] >>> ChiefCoach.train takes 1.710913 seconds ...
2023-09-22 15:58:15,434:	[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.67156
2023-09-22 15:58:15,434:	[Coach] >>> VALID @Epoch: 3    >>> 
2023-09-22 15:58:15,434:	[Coach] >>> TEST  @Epoch: 3    >>> 
2023-09-22 15:58:17,403:	[Wall TIME] >>> ChiefCoach.train takes 1.968314 seconds ...
2023-09-22 15:58:17,468:	[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.63564
2023-09-22 15:58:17,468:	[Coach] >>> VALID @Epoch: 4    >>> 
2023-09-22 15:58:17,468:	[Coach] >>> TEST  @Epoch: 4    >>> 
2023-09-22 15:58:19,308:	[Wall TIME] >>> ChiefCoach.train takes 1.839622 seconds ...
2023-09-22 15:58:20,319:	[Wall TIME] >>> ChiefCoach.valid takes 0.940066 seconds ...
2023-09-22 15:58:20,319:	[Coach] >>> Better ***NDCG@10*** of ***0.0273*** 
2023-09-22 15:58:20,380:	[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.58223
2023-09-22 15:58:20,380:	[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0326 || HITRATE@10 Avg: 0.0470 || NDCG@5 Avg: 0.0226 || NDCG@10 Avg: 0.0273
2023-09-22 15:58:20,380:	[Coach] >>> TEST  @Epoch: 5    >>> 
2023-09-22 15:58:22,131:	[Wall TIME] >>> ChiefCoach.train takes 1.750536 seconds ...
2023-09-22 15:58:22,198:	[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.52136
2023-09-22 15:58:22,198:	[Coach] >>> VALID @Epoch: 6    >>> 
2023-09-22 15:58:22,198:	[Coach] >>> TEST  @Epoch: 6    >>> 
2023-09-22 15:58:23,778:	[Wall TIME] >>> ChiefCoach.train takes 1.579522 seconds ...
2023-09-22 15:58:23,848:	[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.45979
2023-09-22 15:58:23,848:	[Coach] >>> VALID @Epoch: 7    >>> 
2023-09-22 15:58:23,848:	[Coach] >>> TEST  @Epoch: 7    >>> 
2023-09-22 15:58:25,611:	[Wall TIME] >>> ChiefCoach.train takes 1.762587 seconds ...
2023-09-22 15:58:25,691:	[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.40419
2023-09-22 15:58:25,691:	[Coach] >>> VALID @Epoch: 8    >>> 
2023-09-22 15:58:25,691:	[Coach] >>> TEST  @Epoch: 8    >>> 
2023-09-22 15:58:27,284:	[Wall TIME] >>> ChiefCoach.train takes 1.592822 seconds ...
2023-09-22 15:58:27,345:	[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.35609
2023-09-22 15:58:27,346:	[Coach] >>> VALID @Epoch: 9    >>> 
2023-09-22 15:58:27,346:	[Coach] >>> TEST  @Epoch: 9    >>> 
2023-09-22 15:58:29,077:	[Wall TIME] >>> ChiefCoach.train takes 1.731288 seconds ...
2023-09-22 15:58:30,044:	[Wall TIME] >>> ChiefCoach.valid takes 0.905872 seconds ...
2023-09-22 15:58:30,045:	[Coach] >>> Better ***NDCG@10*** of ***0.0294*** 
2023-09-22 15:58:30,065:	[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.31481
2023-09-22 15:58:30,065:	[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0122 || HITRATE@5 Avg: 0.0348 || HITRATE@10 Avg: 0.0525 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0294
2023-09-22 15:58:30,065:	[Coach] >>> TEST  @Epoch: 10   >>> 
2023-09-22 15:58:31,859:	[Wall TIME] >>> ChiefCoach.train takes 1.793303 seconds ...
2023-09-22 15:58:32,088:	[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.28077
2023-09-22 15:58:32,088:	[Coach] >>> VALID @Epoch: 11   >>> 
2023-09-22 15:58:32,088:	[Coach] >>> TEST  @Epoch: 11   >>> 
2023-09-22 15:58:34,054:	[Wall TIME] >>> ChiefCoach.train takes 1.965765 seconds ...
2023-09-22 15:58:34,119:	[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.25263
2023-09-22 15:58:34,119:	[Coach] >>> VALID @Epoch: 12   >>> 
2023-09-22 15:58:34,119:	[Coach] >>> TEST  @Epoch: 12   >>> 
2023-09-22 15:58:35,972:	[Wall TIME] >>> ChiefCoach.train takes 1.852858 seconds ...
2023-09-22 15:58:36,038:	[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.22838
2023-09-22 15:58:36,038:	[Coach] >>> VALID @Epoch: 13   >>> 
2023-09-22 15:58:36,038:	[Coach] >>> TEST  @Epoch: 13   >>> 
2023-09-22 15:58:37,858:	[Wall TIME] >>> ChiefCoach.train takes 1.819713 seconds ...
2023-09-22 15:58:37,928:	[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.20749
2023-09-22 15:58:37,928:	[Coach] >>> VALID @Epoch: 14   >>> 
2023-09-22 15:58:37,928:	[Coach] >>> TEST  @Epoch: 14   >>> 
2023-09-22 15:58:39,379:	[Wall TIME] >>> ChiefCoach.train takes 1.450150 seconds ...
2023-09-22 15:58:40,368:	[Wall TIME] >>> ChiefCoach.valid takes 0.925981 seconds ...
2023-09-22 15:58:40,368:	[Coach] >>> Better ***NDCG@10*** of ***0.0319*** 
2023-09-22 15:58:40,388:	[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.19089
2023-09-22 15:58:40,388:	[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0130 || HITRATE@5 Avg: 0.0379 || HITRATE@10 Avg: 0.0567 || NDCG@5 Avg: 0.0258 || NDCG@10 Avg: 0.0319
2023-09-22 15:58:40,388:	[Coach] >>> TEST  @Epoch: 15   >>> 
2023-09-22 15:58:41,864:	[Wall TIME] >>> ChiefCoach.train takes 1.475794 seconds ...
2023-09-22 15:58:41,928:	[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.17495
2023-09-22 15:58:41,928:	[Coach] >>> VALID @Epoch: 16   >>> 
2023-09-22 15:58:41,928:	[Coach] >>> TEST  @Epoch: 16   >>> 
2023-09-22 15:58:43,573:	[Wall TIME] >>> ChiefCoach.train takes 1.644728 seconds ...
2023-09-22 15:58:43,640:	[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.16202
2023-09-22 15:58:43,640:	[Coach] >>> VALID @Epoch: 17   >>> 
2023-09-22 15:58:43,640:	[Coach] >>> TEST  @Epoch: 17   >>> 
2023-09-22 15:58:45,484:	[Wall TIME] >>> ChiefCoach.train takes 1.843044 seconds ...
2023-09-22 15:58:45,795:	[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.15130
2023-09-22 15:58:45,795:	[Coach] >>> VALID @Epoch: 18   >>> 
2023-09-22 15:58:45,795:	[Coach] >>> TEST  @Epoch: 18   >>> 
2023-09-22 15:58:47,403:	[Wall TIME] >>> ChiefCoach.train takes 1.608443 seconds ...
2023-09-22 15:58:47,469:	[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.14006
2023-09-22 15:58:47,469:	[Coach] >>> VALID @Epoch: 19   >>> 
2023-09-22 15:58:47,469:	[Coach] >>> TEST  @Epoch: 19   >>> 
2023-09-22 15:58:49,701:	[Wall TIME] >>> ChiefCoach.train takes 2.231663 seconds ...
2023-09-22 15:58:50,900:	[Wall TIME] >>> ChiefCoach.valid takes 1.005453 seconds ...
2023-09-22 15:58:50,901:	[Coach] >>> Better ***NDCG@10*** of ***0.0335*** 
2023-09-22 15:58:50,922:	[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.13233
2023-09-22 15:58:50,923:	[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0133 || HITRATE@5 Avg: 0.0405 || HITRATE@10 Avg: 0.0597 || NDCG@5 Avg: 0.0273 || NDCG@10 Avg: 0.0335
2023-09-22 15:58:50,923:	[Coach] >>> TEST  @Epoch: 20   >>> 
2023-09-22 15:58:52,674:	[Wall TIME] >>> ChiefCoach.train takes 1.750649 seconds ...
2023-09-22 15:58:52,841:	[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.12439
2023-09-22 15:58:52,841:	[Coach] >>> VALID @Epoch: 21   >>> 
2023-09-22 15:58:52,841:	[Coach] >>> TEST  @Epoch: 21   >>> 
2023-09-22 15:58:54,653:	[Wall TIME] >>> ChiefCoach.train takes 1.811233 seconds ...
2023-09-22 15:58:54,731:	[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.11738
2023-09-22 15:58:54,731:	[Coach] >>> VALID @Epoch: 22   >>> 
2023-09-22 15:58:54,731:	[Coach] >>> TEST  @Epoch: 22   >>> 
2023-09-22 15:58:56,462:	[Wall TIME] >>> ChiefCoach.train takes 1.730410 seconds ...
2023-09-22 15:58:56,525:	[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.11063
2023-09-22 15:58:56,526:	[Coach] >>> VALID @Epoch: 23   >>> 
2023-09-22 15:58:56,526:	[Coach] >>> TEST  @Epoch: 23   >>> 
2023-09-22 15:58:58,171:	[Wall TIME] >>> ChiefCoach.train takes 1.645408 seconds ...
2023-09-22 15:58:58,424:	[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.10509
2023-09-22 15:58:58,424:	[Coach] >>> VALID @Epoch: 24   >>> 
2023-09-22 15:58:58,424:	[Coach] >>> TEST  @Epoch: 24   >>> 
2023-09-22 15:59:00,186:	[Wall TIME] >>> ChiefCoach.train takes 1.761014 seconds ...
2023-09-22 15:59:01,115:	[Wall TIME] >>> ChiefCoach.valid takes 0.851266 seconds ...
2023-09-22 15:59:01,115:	[Coach] >>> Better ***NDCG@10*** of ***0.0345*** 
2023-09-22 15:59:01,139:	[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.10032
2023-09-22 15:59:01,139:	[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0135 || HITRATE@5 Avg: 0.0420 || HITRATE@10 Avg: 0.0618 || NDCG@5 Avg: 0.0281 || NDCG@10 Avg: 0.0345
2023-09-22 15:59:01,139:	[Coach] >>> TEST  @Epoch: 25   >>> 
2023-09-22 15:59:02,936:	[Wall TIME] >>> ChiefCoach.train takes 1.796447 seconds ...
2023-09-22 15:59:03,165:	[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.09571
2023-09-22 15:59:03,165:	[Coach] >>> VALID @Epoch: 26   >>> 
2023-09-22 15:59:03,165:	[Coach] >>> TEST  @Epoch: 26   >>> 
2023-09-22 15:59:05,128:	[Wall TIME] >>> ChiefCoach.train takes 1.962508 seconds ...
2023-09-22 15:59:05,213:	[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.09074
2023-09-22 15:59:05,213:	[Coach] >>> VALID @Epoch: 27   >>> 
2023-09-22 15:59:05,214:	[Coach] >>> TEST  @Epoch: 27   >>> 
2023-09-22 15:59:07,046:	[Wall TIME] >>> ChiefCoach.train takes 1.831910 seconds ...
2023-09-22 15:59:07,210:	[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.08687
2023-09-22 15:59:07,210:	[Coach] >>> VALID @Epoch: 28   >>> 
2023-09-22 15:59:07,210:	[Coach] >>> TEST  @Epoch: 28   >>> 
2023-09-22 15:59:08,900:	[Wall TIME] >>> ChiefCoach.train takes 1.690023 seconds ...
2023-09-22 15:59:09,068:	[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.08358
2023-09-22 15:59:09,069:	[Coach] >>> VALID @Epoch: 29   >>> 
2023-09-22 15:59:09,069:	[Coach] >>> TEST  @Epoch: 29   >>> 
2023-09-22 15:59:11,040:	[Wall TIME] >>> ChiefCoach.train takes 1.970928 seconds ...
2023-09-22 15:59:12,020:	[Wall TIME] >>> ChiefCoach.valid takes 0.866115 seconds ...
2023-09-22 15:59:12,021:	[Coach] >>> Better ***NDCG@10*** of ***0.0359*** 
2023-09-22 15:59:12,046:	[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.07983
2023-09-22 15:59:12,046:	[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0140 || HITRATE@5 Avg: 0.0433 || HITRATE@10 Avg: 0.0648 || NDCG@5 Avg: 0.0290 || NDCG@10 Avg: 0.0359
2023-09-22 15:59:12,046:	[Coach] >>> TEST  @Epoch: 30   >>> 
2023-09-22 15:59:14,135:	[Wall TIME] >>> ChiefCoach.train takes 2.087997 seconds ...
2023-09-22 15:59:14,330:	[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.07691
2023-09-22 15:59:14,331:	[Coach] >>> VALID @Epoch: 31   >>> 
2023-09-22 15:59:14,331:	[Coach] >>> TEST  @Epoch: 31   >>> 
2023-09-22 15:59:16,070:	[Wall TIME] >>> ChiefCoach.train takes 1.738969 seconds ...
2023-09-22 15:59:16,147:	[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.07417
2023-09-22 15:59:16,148:	[Coach] >>> VALID @Epoch: 32   >>> 
2023-09-22 15:59:16,148:	[Coach] >>> TEST  @Epoch: 32   >>> 
2023-09-22 15:59:18,038:	[Wall TIME] >>> ChiefCoach.train takes 1.890555 seconds ...
2023-09-22 15:59:18,137:	[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.07172
2023-09-22 15:59:18,137:	[Coach] >>> VALID @Epoch: 33   >>> 
2023-09-22 15:59:18,137:	[Coach] >>> TEST  @Epoch: 33   >>> 
2023-09-22 15:59:19,865:	[Wall TIME] >>> ChiefCoach.train takes 1.727853 seconds ...
2023-09-22 15:59:19,938:	[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.06941
2023-09-22 15:59:19,938:	[Coach] >>> VALID @Epoch: 34   >>> 
2023-09-22 15:59:19,938:	[Coach] >>> TEST  @Epoch: 34   >>> 
2023-09-22 15:59:21,714:	[Wall TIME] >>> ChiefCoach.train takes 1.775212 seconds ...
2023-09-22 15:59:22,723:	[Wall TIME] >>> ChiefCoach.valid takes 0.940681 seconds ...
2023-09-22 15:59:22,723:	[Coach] >>> Better ***NDCG@10*** of ***0.0366*** 
2023-09-22 15:59:22,743:	[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.06706
2023-09-22 15:59:22,743:	[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0440 || HITRATE@10 Avg: 0.0660 || NDCG@5 Avg: 0.0295 || NDCG@10 Avg: 0.0366
2023-09-22 15:59:22,743:	[Coach] >>> TEST  @Epoch: 35   >>> 
2023-09-22 15:59:24,534:	[Wall TIME] >>> ChiefCoach.train takes 1.790705 seconds ...
2023-09-22 15:59:24,607:	[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.06473
2023-09-22 15:59:24,607:	[Coach] >>> VALID @Epoch: 36   >>> 
2023-09-22 15:59:24,607:	[Coach] >>> TEST  @Epoch: 36   >>> 
2023-09-22 15:59:26,335:	[Wall TIME] >>> ChiefCoach.train takes 1.727593 seconds ...
2023-09-22 15:59:26,404:	[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.06323
2023-09-22 15:59:26,404:	[Coach] >>> VALID @Epoch: 37   >>> 
2023-09-22 15:59:26,404:	[Coach] >>> TEST  @Epoch: 37   >>> 
2023-09-22 15:59:28,211:	[Wall TIME] >>> ChiefCoach.train takes 1.806906 seconds ...
2023-09-22 15:59:28,294:	[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.06144
2023-09-22 15:59:28,294:	[Coach] >>> VALID @Epoch: 38   >>> 
2023-09-22 15:59:28,295:	[Coach] >>> TEST  @Epoch: 38   >>> 
2023-09-22 15:59:30,304:	[Wall TIME] >>> ChiefCoach.train takes 2.009104 seconds ...
2023-09-22 15:59:30,427:	[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.05979
2023-09-22 15:59:30,428:	[Coach] >>> VALID @Epoch: 39   >>> 
2023-09-22 15:59:30,428:	[Coach] >>> TEST  @Epoch: 39   >>> 
2023-09-22 15:59:32,227:	[Wall TIME] >>> ChiefCoach.train takes 1.798874 seconds ...
2023-09-22 15:59:33,238:	[Wall TIME] >>> ChiefCoach.valid takes 0.936258 seconds ...
2023-09-22 15:59:33,239:	[Coach] >>> Better ***NDCG@10*** of ***0.0375*** 
2023-09-22 15:59:33,259:	[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.05826
2023-09-22 15:59:33,260:	[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0446 || HITRATE@10 Avg: 0.0673 || NDCG@5 Avg: 0.0302 || NDCG@10 Avg: 0.0375
2023-09-22 15:59:33,260:	[Coach] >>> TEST  @Epoch: 40   >>> 
2023-09-22 15:59:34,972:	[Wall TIME] >>> ChiefCoach.train takes 1.712225 seconds ...
2023-09-22 15:59:35,035:	[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.05633
2023-09-22 15:59:35,036:	[Coach] >>> VALID @Epoch: 41   >>> 
2023-09-22 15:59:35,036:	[Coach] >>> TEST  @Epoch: 41   >>> 
2023-09-22 15:59:36,607:	[Wall TIME] >>> ChiefCoach.train takes 1.571483 seconds ...
2023-09-22 15:59:36,673:	[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.05446
2023-09-22 15:59:36,673:	[Coach] >>> VALID @Epoch: 42   >>> 
2023-09-22 15:59:36,673:	[Coach] >>> TEST  @Epoch: 42   >>> 
2023-09-22 15:59:38,363:	[Wall TIME] >>> ChiefCoach.train takes 1.689596 seconds ...
2023-09-22 15:59:38,430:	[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.05312
2023-09-22 15:59:38,430:	[Coach] >>> VALID @Epoch: 43   >>> 
2023-09-22 15:59:38,431:	[Coach] >>> TEST  @Epoch: 43   >>> 
2023-09-22 15:59:40,132:	[Wall TIME] >>> ChiefCoach.train takes 1.701170 seconds ...
2023-09-22 15:59:40,215:	[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.05201
2023-09-22 15:59:40,215:	[Coach] >>> VALID @Epoch: 44   >>> 
2023-09-22 15:59:40,215:	[Coach] >>> TEST  @Epoch: 44   >>> 
2023-09-22 15:59:41,786:	[Wall TIME] >>> ChiefCoach.train takes 1.570374 seconds ...
2023-09-22 15:59:43,037:	[Wall TIME] >>> ChiefCoach.valid takes 0.947806 seconds ...
2023-09-22 15:59:43,038:	[Coach] >>> Better ***NDCG@10*** of ***0.0382*** 
2023-09-22 15:59:43,057:	[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.05030
2023-09-22 15:59:43,057:	[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0452 || HITRATE@10 Avg: 0.0691 || NDCG@5 Avg: 0.0305 || NDCG@10 Avg: 0.0382
2023-09-22 15:59:43,057:	[Coach] >>> TEST  @Epoch: 45   >>> 
2023-09-22 15:59:44,825:	[Wall TIME] >>> ChiefCoach.train takes 1.767753 seconds ...
2023-09-22 15:59:44,894:	[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.04923
2023-09-22 15:59:44,894:	[Coach] >>> VALID @Epoch: 46   >>> 
2023-09-22 15:59:44,895:	[Coach] >>> TEST  @Epoch: 46   >>> 
2023-09-22 15:59:46,929:	[Wall TIME] >>> ChiefCoach.train takes 2.034531 seconds ...
2023-09-22 15:59:47,094:	[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.04865
2023-09-22 15:59:47,095:	[Coach] >>> VALID @Epoch: 47   >>> 
2023-09-22 15:59:47,096:	[Coach] >>> TEST  @Epoch: 47   >>> 
2023-09-22 15:59:48,800:	[Wall TIME] >>> ChiefCoach.train takes 1.702802 seconds ...
2023-09-22 15:59:48,886:	[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.04769
2023-09-22 15:59:48,886:	[Coach] >>> VALID @Epoch: 48   >>> 
2023-09-22 15:59:48,886:	[Coach] >>> TEST  @Epoch: 48   >>> 
2023-09-22 15:59:50,774:	[Wall TIME] >>> ChiefCoach.train takes 1.888365 seconds ...
2023-09-22 15:59:50,836:	[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.04622
2023-09-22 15:59:50,836:	[Coach] >>> VALID @Epoch: 49   >>> 
2023-09-22 15:59:50,837:	[Coach] >>> TEST  @Epoch: 49   >>> 
2023-09-22 15:59:52,648:	[Wall TIME] >>> ChiefCoach.train takes 1.811730 seconds ...
2023-09-22 15:59:53,689:	[Wall TIME] >>> ChiefCoach.valid takes 0.969594 seconds ...
2023-09-22 15:59:53,690:	[Coach] >>> Better ***NDCG@10*** of ***0.0384*** 
2023-09-22 15:59:53,709:	[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.04547
2023-09-22 15:59:53,709:	[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0458 || HITRATE@10 Avg: 0.0692 || NDCG@5 Avg: 0.0309 || NDCG@10 Avg: 0.0384
2023-09-22 15:59:53,709:	[Coach] >>> TEST  @Epoch: 50   >>> 
2023-09-22 15:59:55,316:	[Wall TIME] >>> ChiefCoach.train takes 1.606725 seconds ...
2023-09-22 15:59:55,380:	[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.04422
2023-09-22 15:59:55,380:	[Coach] >>> VALID @Epoch: 51   >>> 
2023-09-22 15:59:55,380:	[Coach] >>> TEST  @Epoch: 51   >>> 
2023-09-22 15:59:57,227:	[Wall TIME] >>> ChiefCoach.train takes 1.847059 seconds ...
2023-09-22 15:59:57,292:	[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.04383
2023-09-22 15:59:57,292:	[Coach] >>> VALID @Epoch: 52   >>> 
2023-09-22 15:59:57,292:	[Coach] >>> TEST  @Epoch: 52   >>> 
2023-09-22 15:59:58,999:	[Wall TIME] >>> ChiefCoach.train takes 1.706152 seconds ...
2023-09-22 15:59:59,085:	[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.04252
2023-09-22 15:59:59,085:	[Coach] >>> VALID @Epoch: 53   >>> 
2023-09-22 15:59:59,086:	[Coach] >>> TEST  @Epoch: 53   >>> 
2023-09-22 16:00:00,760:	[Wall TIME] >>> ChiefCoach.train takes 1.674194 seconds ...
2023-09-22 16:00:00,928:	[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.04179
2023-09-22 16:00:00,928:	[Coach] >>> VALID @Epoch: 54   >>> 
2023-09-22 16:00:00,929:	[Coach] >>> TEST  @Epoch: 54   >>> 
2023-09-22 16:00:02,565:	[Wall TIME] >>> ChiefCoach.train takes 1.636490 seconds ...
2023-09-22 16:00:03,555:	[Wall TIME] >>> ChiefCoach.valid takes 0.911350 seconds ...
2023-09-22 16:00:03,556:	[Coach] >>> Better ***NDCG@10*** of ***0.0384*** 
2023-09-22 16:00:03,575:	[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.04105
2023-09-22 16:00:03,575:	[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0150 || HITRATE@5 Avg: 0.0465 || HITRATE@10 Avg: 0.0695 || NDCG@5 Avg: 0.0311 || NDCG@10 Avg: 0.0384
2023-09-22 16:00:03,575:	[Coach] >>> TEST  @Epoch: 55   >>> 
2023-09-22 16:00:05,253:	[Wall TIME] >>> ChiefCoach.train takes 1.677243 seconds ...
2023-09-22 16:00:05,317:	[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.04026
2023-09-22 16:00:05,317:	[Coach] >>> VALID @Epoch: 56   >>> 
2023-09-22 16:00:05,317:	[Coach] >>> TEST  @Epoch: 56   >>> 
2023-09-22 16:00:07,187:	[Wall TIME] >>> ChiefCoach.train takes 1.869956 seconds ...
2023-09-22 16:00:07,277:	[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.03951
2023-09-22 16:00:07,277:	[Coach] >>> VALID @Epoch: 57   >>> 
2023-09-22 16:00:07,277:	[Coach] >>> TEST  @Epoch: 57   >>> 
2023-09-22 16:00:09,045:	[Wall TIME] >>> ChiefCoach.train takes 1.768027 seconds ...
2023-09-22 16:00:09,123:	[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.03895
2023-09-22 16:00:09,123:	[Coach] >>> VALID @Epoch: 58   >>> 
2023-09-22 16:00:09,123:	[Coach] >>> TEST  @Epoch: 58   >>> 
2023-09-22 16:00:10,724:	[Wall TIME] >>> ChiefCoach.train takes 1.600359 seconds ...
2023-09-22 16:00:10,793:	[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.03829
2023-09-22 16:00:10,793:	[Coach] >>> VALID @Epoch: 59   >>> 
2023-09-22 16:00:10,793:	[Coach] >>> TEST  @Epoch: 59   >>> 
2023-09-22 16:00:12,446:	[Wall TIME] >>> ChiefCoach.train takes 1.652813 seconds ...
2023-09-22 16:00:13,411:	[Wall TIME] >>> ChiefCoach.valid takes 0.888195 seconds ...
2023-09-22 16:00:13,412:	[Coach] >>> Better ***NDCG@10*** of ***0.0389*** 
2023-09-22 16:00:13,431:	[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.03770
2023-09-22 16:00:13,431:	[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0477 || HITRATE@10 Avg: 0.0699 || NDCG@5 Avg: 0.0317 || NDCG@10 Avg: 0.0389
2023-09-22 16:00:13,431:	[Coach] >>> TEST  @Epoch: 60   >>> 
2023-09-22 16:00:15,432:	[Wall TIME] >>> ChiefCoach.train takes 2.000223 seconds ...
2023-09-22 16:00:15,494:	[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.03707
2023-09-22 16:00:15,495:	[Coach] >>> VALID @Epoch: 61   >>> 
2023-09-22 16:00:15,495:	[Coach] >>> TEST  @Epoch: 61   >>> 
2023-09-22 16:00:17,562:	[Wall TIME] >>> ChiefCoach.train takes 2.066923 seconds ...
2023-09-22 16:00:17,639:	[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.03618
2023-09-22 16:00:17,639:	[Coach] >>> VALID @Epoch: 62   >>> 
2023-09-22 16:00:17,639:	[Coach] >>> TEST  @Epoch: 62   >>> 
2023-09-22 16:00:19,589:	[Wall TIME] >>> ChiefCoach.train takes 1.949906 seconds ...
2023-09-22 16:00:19,658:	[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.03607
2023-09-22 16:00:19,658:	[Coach] >>> VALID @Epoch: 63   >>> 
2023-09-22 16:00:19,658:	[Coach] >>> TEST  @Epoch: 63   >>> 
2023-09-22 16:00:21,582:	[Wall TIME] >>> ChiefCoach.train takes 1.923570 seconds ...
2023-09-22 16:00:21,643:	[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.03507
2023-09-22 16:00:21,643:	[Coach] >>> VALID @Epoch: 64   >>> 
2023-09-22 16:00:21,644:	[Coach] >>> TEST  @Epoch: 64   >>> 
2023-09-22 16:00:23,510:	[Wall TIME] >>> ChiefCoach.train takes 1.865834 seconds ...
2023-09-22 16:00:24,528:	[Wall TIME] >>> ChiefCoach.valid takes 0.846936 seconds ...
2023-09-22 16:00:24,528:	[Coach] >>> Better ***NDCG@10*** of ***0.0390*** 
2023-09-22 16:00:24,868:	[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.03469
2023-09-22 16:00:24,869:	[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0155 || HITRATE@5 Avg: 0.0475 || HITRATE@10 Avg: 0.0704 || NDCG@5 Avg: 0.0317 || NDCG@10 Avg: 0.0390
2023-09-22 16:00:24,869:	[Coach] >>> TEST  @Epoch: 65   >>> 
2023-09-22 16:00:26,673:	[Wall TIME] >>> ChiefCoach.train takes 1.803753 seconds ...
2023-09-22 16:00:26,758:	[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.03380
2023-09-22 16:00:26,758:	[Coach] >>> VALID @Epoch: 66   >>> 
2023-09-22 16:00:26,758:	[Coach] >>> TEST  @Epoch: 66   >>> 
2023-09-22 16:00:28,407:	[Wall TIME] >>> ChiefCoach.train takes 1.648535 seconds ...
2023-09-22 16:00:28,495:	[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.03346
2023-09-22 16:00:28,495:	[Coach] >>> VALID @Epoch: 67   >>> 
2023-09-22 16:00:28,495:	[Coach] >>> TEST  @Epoch: 67   >>> 
2023-09-22 16:00:30,505:	[Wall TIME] >>> ChiefCoach.train takes 2.009555 seconds ...
2023-09-22 16:00:30,571:	[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.03341
2023-09-22 16:00:30,571:	[Coach] >>> VALID @Epoch: 68   >>> 
2023-09-22 16:00:30,571:	[Coach] >>> TEST  @Epoch: 68   >>> 
2023-09-22 16:00:32,390:	[Wall TIME] >>> ChiefCoach.train takes 1.818263 seconds ...
2023-09-22 16:00:32,458:	[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.03270
2023-09-22 16:00:32,459:	[Coach] >>> VALID @Epoch: 69   >>> 
2023-09-22 16:00:32,459:	[Coach] >>> TEST  @Epoch: 69   >>> 
2023-09-22 16:00:34,402:	[Wall TIME] >>> ChiefCoach.train takes 1.943613 seconds ...
2023-09-22 16:00:35,588:	[Wall TIME] >>> ChiefCoach.valid takes 0.974778 seconds ...
2023-09-22 16:00:35,588:	[Coach] >>> Better ***NDCG@10*** of ***0.0394*** 
2023-09-22 16:00:35,607:	[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.03263
2023-09-22 16:00:35,608:	[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0158 || HITRATE@5 Avg: 0.0475 || HITRATE@10 Avg: 0.0708 || NDCG@5 Avg: 0.0319 || NDCG@10 Avg: 0.0394
2023-09-22 16:00:35,608:	[Coach] >>> TEST  @Epoch: 70   >>> 
2023-09-22 16:00:37,418:	[Wall TIME] >>> ChiefCoach.train takes 1.810024 seconds ...
2023-09-22 16:00:37,483:	[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.03195
2023-09-22 16:00:37,483:	[Coach] >>> VALID @Epoch: 71   >>> 
2023-09-22 16:00:37,483:	[Coach] >>> TEST  @Epoch: 71   >>> 
2023-09-22 16:00:39,259:	[Wall TIME] >>> ChiefCoach.train takes 1.775443 seconds ...
2023-09-22 16:00:39,324:	[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.03116
2023-09-22 16:00:39,324:	[Coach] >>> VALID @Epoch: 72   >>> 
2023-09-22 16:00:39,324:	[Coach] >>> TEST  @Epoch: 72   >>> 
2023-09-22 16:00:40,972:	[Wall TIME] >>> ChiefCoach.train takes 1.646985 seconds ...
2023-09-22 16:00:41,040:	[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.03108
2023-09-22 16:00:41,041:	[Coach] >>> VALID @Epoch: 73   >>> 
2023-09-22 16:00:41,041:	[Coach] >>> TEST  @Epoch: 73   >>> 
2023-09-22 16:00:42,762:	[Wall TIME] >>> ChiefCoach.train takes 1.720812 seconds ...
2023-09-22 16:00:42,855:	[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.03081
2023-09-22 16:00:42,855:	[Coach] >>> VALID @Epoch: 74   >>> 
2023-09-22 16:00:42,856:	[Coach] >>> TEST  @Epoch: 74   >>> 
2023-09-22 16:00:44,613:	[Wall TIME] >>> ChiefCoach.train takes 1.757192 seconds ...
2023-09-22 16:00:45,772:	[Wall TIME] >>> ChiefCoach.valid takes 0.963727 seconds ...
2023-09-22 16:00:45,772:	[Coach] >>> Better ***NDCG@10*** of ***0.0396*** 
2023-09-22 16:00:45,793:	[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.03092
2023-09-22 16:00:45,793:	[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0159 || HITRATE@5 Avg: 0.0479 || HITRATE@10 Avg: 0.0710 || NDCG@5 Avg: 0.0322 || NDCG@10 Avg: 0.0396
2023-09-22 16:00:45,793:	[Coach] >>> TEST  @Epoch: 75   >>> 
2023-09-22 16:00:47,409:	[Wall TIME] >>> ChiefCoach.train takes 1.615450 seconds ...
2023-09-22 16:00:47,487:	[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.02997
2023-09-22 16:00:47,487:	[Coach] >>> VALID @Epoch: 76   >>> 
2023-09-22 16:00:47,488:	[Coach] >>> TEST  @Epoch: 76   >>> 
2023-09-22 16:00:49,120:	[Wall TIME] >>> ChiefCoach.train takes 1.631986 seconds ...
2023-09-22 16:00:49,187:	[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.02954
2023-09-22 16:00:49,188:	[Coach] >>> VALID @Epoch: 77   >>> 
2023-09-22 16:00:49,188:	[Coach] >>> TEST  @Epoch: 77   >>> 
2023-09-22 16:00:50,876:	[Wall TIME] >>> ChiefCoach.train takes 1.687393 seconds ...
2023-09-22 16:00:50,951:	[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.02959
2023-09-22 16:00:50,952:	[Coach] >>> VALID @Epoch: 78   >>> 
2023-09-22 16:00:50,952:	[Coach] >>> TEST  @Epoch: 78   >>> 
2023-09-22 16:00:52,620:	[Wall TIME] >>> ChiefCoach.train takes 1.667766 seconds ...
2023-09-22 16:00:52,739:	[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.02849
2023-09-22 16:00:52,740:	[Coach] >>> VALID @Epoch: 79   >>> 
2023-09-22 16:00:52,740:	[Coach] >>> TEST  @Epoch: 79   >>> 
2023-09-22 16:00:54,808:	[Wall TIME] >>> ChiefCoach.train takes 2.068663 seconds ...
2023-09-22 16:00:55,929:	[Wall TIME] >>> ChiefCoach.valid takes 1.054405 seconds ...
2023-09-22 16:00:55,929:	[Coach] >>> Better ***NDCG@10*** of ***0.0397*** 
2023-09-22 16:00:55,950:	[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.02858
2023-09-22 16:00:55,951:	[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0159 || HITRATE@5 Avg: 0.0474 || HITRATE@10 Avg: 0.0711 || NDCG@5 Avg: 0.0320 || NDCG@10 Avg: 0.0397
2023-09-22 16:00:55,951:	[Coach] >>> TEST  @Epoch: 80   >>> 
2023-09-22 16:00:57,480:	[Wall TIME] >>> ChiefCoach.train takes 1.529442 seconds ...
2023-09-22 16:00:57,599:	[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.02790
2023-09-22 16:00:57,599:	[Coach] >>> VALID @Epoch: 81   >>> 
2023-09-22 16:00:57,599:	[Coach] >>> TEST  @Epoch: 81   >>> 
2023-09-22 16:00:59,460:	[Wall TIME] >>> ChiefCoach.train takes 1.860773 seconds ...
2023-09-22 16:00:59,532:	[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.02752
2023-09-22 16:00:59,532:	[Coach] >>> VALID @Epoch: 82   >>> 
2023-09-22 16:00:59,532:	[Coach] >>> TEST  @Epoch: 82   >>> 
2023-09-22 16:01:01,112:	[Wall TIME] >>> ChiefCoach.train takes 1.579111 seconds ...
2023-09-22 16:01:01,318:	[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.02748
2023-09-22 16:01:01,319:	[Coach] >>> VALID @Epoch: 83   >>> 
2023-09-22 16:01:01,319:	[Coach] >>> TEST  @Epoch: 83   >>> 
2023-09-22 16:01:02,892:	[Wall TIME] >>> ChiefCoach.train takes 1.572960 seconds ...
2023-09-22 16:01:03,021:	[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.02729
2023-09-22 16:01:03,022:	[Coach] >>> VALID @Epoch: 84   >>> 
2023-09-22 16:01:03,022:	[Coach] >>> TEST  @Epoch: 84   >>> 
2023-09-22 16:01:04,677:	[Wall TIME] >>> ChiefCoach.train takes 1.654751 seconds ...
2023-09-22 16:01:05,661:	[Wall TIME] >>> ChiefCoach.valid takes 0.920295 seconds ...
2023-09-22 16:01:05,661:	[Coach] >>> Better ***NDCG@10*** of ***0.0401*** 
2023-09-22 16:01:05,683:	[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.02687
2023-09-22 16:01:05,683:	[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0159 || HITRATE@5 Avg: 0.0481 || HITRATE@10 Avg: 0.0720 || NDCG@5 Avg: 0.0323 || NDCG@10 Avg: 0.0401
2023-09-22 16:01:05,683:	[Coach] >>> TEST  @Epoch: 85   >>> 
2023-09-22 16:01:07,487:	[Wall TIME] >>> ChiefCoach.train takes 1.803836 seconds ...
2023-09-22 16:01:07,704:	[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.02673
2023-09-22 16:01:07,704:	[Coach] >>> VALID @Epoch: 86   >>> 
2023-09-22 16:01:07,704:	[Coach] >>> TEST  @Epoch: 86   >>> 
2023-09-22 16:01:09,607:	[Wall TIME] >>> ChiefCoach.train takes 1.903122 seconds ...
2023-09-22 16:01:09,685:	[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.02650
2023-09-22 16:01:09,686:	[Coach] >>> VALID @Epoch: 87   >>> 
2023-09-22 16:01:09,686:	[Coach] >>> TEST  @Epoch: 87   >>> 
2023-09-22 16:01:11,279:	[Wall TIME] >>> ChiefCoach.train takes 1.593079 seconds ...
2023-09-22 16:01:11,352:	[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.02600
2023-09-22 16:01:11,352:	[Coach] >>> VALID @Epoch: 88   >>> 
2023-09-22 16:01:11,352:	[Coach] >>> TEST  @Epoch: 88   >>> 
2023-09-22 16:01:13,260:	[Wall TIME] >>> ChiefCoach.train takes 1.908056 seconds ...
2023-09-22 16:01:13,382:	[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.02553
2023-09-22 16:01:13,383:	[Coach] >>> VALID @Epoch: 89   >>> 
2023-09-22 16:01:13,383:	[Coach] >>> TEST  @Epoch: 89   >>> 
2023-09-22 16:01:15,108:	[Wall TIME] >>> ChiefCoach.train takes 1.725224 seconds ...
2023-09-22 16:01:16,079:	[Wall TIME] >>> ChiefCoach.valid takes 0.896383 seconds ...
2023-09-22 16:01:16,079:	[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.02548
2023-09-22 16:01:16,079:	[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0484 || HITRATE@10 Avg: 0.0720 || NDCG@5 Avg: 0.0324 || NDCG@10 Avg: 0.0400
2023-09-22 16:01:16,079:	[Coach] >>> TEST  @Epoch: 90   >>> 
2023-09-22 16:01:17,857:	[Wall TIME] >>> ChiefCoach.train takes 1.778059 seconds ...
2023-09-22 16:01:17,926:	[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.02541
2023-09-22 16:01:17,926:	[Coach] >>> VALID @Epoch: 91   >>> 
2023-09-22 16:01:17,926:	[Coach] >>> TEST  @Epoch: 91   >>> 
2023-09-22 16:01:19,558:	[Wall TIME] >>> ChiefCoach.train takes 1.631725 seconds ...
2023-09-22 16:01:19,632:	[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.02512
2023-09-22 16:01:19,632:	[Coach] >>> VALID @Epoch: 92   >>> 
2023-09-22 16:01:19,632:	[Coach] >>> TEST  @Epoch: 92   >>> 
2023-09-22 16:01:21,334:	[Wall TIME] >>> ChiefCoach.train takes 1.701540 seconds ...
2023-09-22 16:01:21,406:	[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.02458
2023-09-22 16:01:21,406:	[Coach] >>> VALID @Epoch: 93   >>> 
2023-09-22 16:01:21,406:	[Coach] >>> TEST  @Epoch: 93   >>> 
2023-09-22 16:01:23,126:	[Wall TIME] >>> ChiefCoach.train takes 1.719829 seconds ...
2023-09-22 16:01:23,202:	[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.02469
2023-09-22 16:01:23,202:	[Coach] >>> VALID @Epoch: 94   >>> 
2023-09-22 16:01:23,202:	[Coach] >>> TEST  @Epoch: 94   >>> 
2023-09-22 16:01:24,699:	[Wall TIME] >>> ChiefCoach.train takes 1.496998 seconds ...
2023-09-22 16:01:25,782:	[Wall TIME] >>> ChiefCoach.valid takes 1.018552 seconds ...
2023-09-22 16:01:25,782:	[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.02417
2023-09-22 16:01:25,783:	[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0485 || HITRATE@10 Avg: 0.0719 || NDCG@5 Avg: 0.0324 || NDCG@10 Avg: 0.0399
2023-09-22 16:01:25,783:	[Coach] >>> TEST  @Epoch: 95   >>> 
2023-09-22 16:01:27,361:	[Wall TIME] >>> ChiefCoach.train takes 1.577784 seconds ...
2023-09-22 16:01:27,597:	[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.02424
2023-09-22 16:01:27,597:	[Coach] >>> VALID @Epoch: 96   >>> 
2023-09-22 16:01:27,598:	[Coach] >>> TEST  @Epoch: 96   >>> 
2023-09-22 16:01:29,379:	[Wall TIME] >>> ChiefCoach.train takes 1.781344 seconds ...
2023-09-22 16:01:29,831:	[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.02372
2023-09-22 16:01:29,832:	[Coach] >>> VALID @Epoch: 97   >>> 
2023-09-22 16:01:29,832:	[Coach] >>> TEST  @Epoch: 97   >>> 
2023-09-22 16:01:31,634:	[Wall TIME] >>> ChiefCoach.train takes 1.802402 seconds ...
2023-09-22 16:01:31,701:	[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.02356
2023-09-22 16:01:31,701:	[Coach] >>> VALID @Epoch: 98   >>> 
2023-09-22 16:01:31,701:	[Coach] >>> TEST  @Epoch: 98   >>> 
2023-09-22 16:01:33,510:	[Wall TIME] >>> ChiefCoach.train takes 1.808713 seconds ...
2023-09-22 16:01:33,581:	[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.02330
2023-09-22 16:01:33,581:	[Coach] >>> VALID @Epoch: 99   >>> 
2023-09-22 16:01:33,581:	[Coach] >>> TEST  @Epoch: 99   >>> 
2023-09-22 16:01:34,987:	[Wall TIME] >>> ChiefCoach.train takes 1.405910 seconds ...
2023-09-22 16:01:35,984:	[Wall TIME] >>> ChiefCoach.valid takes 0.918252 seconds ...
2023-09-22 16:01:35,985:	[Coach] >>> Better ***NDCG@10*** of ***0.0406*** 
2023-09-22 16:01:36,011:	[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.02242
2023-09-22 16:01:36,011:	[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0162 || HITRATE@5 Avg: 0.0493 || HITRATE@10 Avg: 0.0732 || NDCG@5 Avg: 0.0329 || NDCG@10 Avg: 0.0406
2023-09-22 16:01:36,011:	[Coach] >>> TEST  @Epoch: 100  >>> 
2023-09-22 16:01:37,863:	[Wall TIME] >>> ChiefCoach.train takes 1.851573 seconds ...
2023-09-22 16:01:38,073:	[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.02237
2023-09-22 16:01:38,073:	[Coach] >>> VALID @Epoch: 101  >>> 
2023-09-22 16:01:38,073:	[Coach] >>> TEST  @Epoch: 101  >>> 
2023-09-22 16:01:39,684:	[Wall TIME] >>> ChiefCoach.train takes 1.610056 seconds ...
2023-09-22 16:01:39,946:	[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.02273
2023-09-22 16:01:39,946:	[Coach] >>> VALID @Epoch: 102  >>> 
2023-09-22 16:01:39,946:	[Coach] >>> TEST  @Epoch: 102  >>> 
2023-09-22 16:01:41,664:	[Wall TIME] >>> ChiefCoach.train takes 1.717891 seconds ...
2023-09-22 16:01:41,746:	[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.02278
2023-09-22 16:01:41,747:	[Coach] >>> VALID @Epoch: 103  >>> 
2023-09-22 16:01:41,747:	[Coach] >>> TEST  @Epoch: 103  >>> 
2023-09-22 16:01:43,574:	[Wall TIME] >>> ChiefCoach.train takes 1.827379 seconds ...
2023-09-22 16:01:43,639:	[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.02242
2023-09-22 16:01:43,639:	[Coach] >>> VALID @Epoch: 104  >>> 
2023-09-22 16:01:43,639:	[Coach] >>> TEST  @Epoch: 104  >>> 
2023-09-22 16:01:45,317:	[Wall TIME] >>> ChiefCoach.train takes 1.678054 seconds ...
2023-09-22 16:01:46,325:	[Wall TIME] >>> ChiefCoach.valid takes 0.935349 seconds ...
2023-09-22 16:01:46,325:	[Coach] >>> Better ***NDCG@10*** of ***0.0412*** 
2023-09-22 16:01:46,345:	[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.02219
2023-09-22 16:01:46,345:	[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0173 || HITRATE@5 Avg: 0.0495 || HITRATE@10 Avg: 0.0735 || NDCG@5 Avg: 0.0334 || NDCG@10 Avg: 0.0412
2023-09-22 16:01:46,345:	[Coach] >>> TEST  @Epoch: 105  >>> 
2023-09-22 16:01:48,373:	[Wall TIME] >>> ChiefCoach.train takes 2.028107 seconds ...
2023-09-22 16:01:48,850:	[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.02180
2023-09-22 16:01:48,851:	[Coach] >>> VALID @Epoch: 106  >>> 
2023-09-22 16:01:48,851:	[Coach] >>> TEST  @Epoch: 106  >>> 
2023-09-22 16:01:50,489:	[Wall TIME] >>> ChiefCoach.train takes 1.637513 seconds ...
2023-09-22 16:01:50,784:	[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.02172
2023-09-22 16:01:50,784:	[Coach] >>> VALID @Epoch: 107  >>> 
2023-09-22 16:01:50,784:	[Coach] >>> TEST  @Epoch: 107  >>> 
2023-09-22 16:01:52,459:	[Wall TIME] >>> ChiefCoach.train takes 1.674871 seconds ...
2023-09-22 16:01:52,525:	[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.02118
2023-09-22 16:01:52,525:	[Coach] >>> VALID @Epoch: 108  >>> 
2023-09-22 16:01:52,525:	[Coach] >>> TEST  @Epoch: 108  >>> 
2023-09-22 16:01:54,206:	[Wall TIME] >>> ChiefCoach.train takes 1.680900 seconds ...
2023-09-22 16:01:54,270:	[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.02140
2023-09-22 16:01:54,270:	[Coach] >>> VALID @Epoch: 109  >>> 
2023-09-22 16:01:54,270:	[Coach] >>> TEST  @Epoch: 109  >>> 
2023-09-22 16:01:55,749:	[Wall TIME] >>> ChiefCoach.train takes 1.478068 seconds ...
2023-09-22 16:01:56,651:	[Wall TIME] >>> ChiefCoach.valid takes 0.836010 seconds ...
2023-09-22 16:01:56,651:	[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.02081
2023-09-22 16:01:56,651:	[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0171 || HITRATE@5 Avg: 0.0497 || HITRATE@10 Avg: 0.0733 || NDCG@5 Avg: 0.0335 || NDCG@10 Avg: 0.0411
2023-09-22 16:01:56,651:	[Coach] >>> TEST  @Epoch: 110  >>> 
2023-09-22 16:01:58,336:	[Wall TIME] >>> ChiefCoach.train takes 1.684945 seconds ...
2023-09-22 16:01:58,402:	[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.02082
2023-09-22 16:01:58,402:	[Coach] >>> VALID @Epoch: 111  >>> 
2023-09-22 16:01:58,402:	[Coach] >>> TEST  @Epoch: 111  >>> 
2023-09-22 16:02:00,099:	[Wall TIME] >>> ChiefCoach.train takes 1.696913 seconds ...
2023-09-22 16:02:00,164:	[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.02078
2023-09-22 16:02:00,164:	[Coach] >>> VALID @Epoch: 112  >>> 
2023-09-22 16:02:00,164:	[Coach] >>> TEST  @Epoch: 112  >>> 
2023-09-22 16:02:01,725:	[Wall TIME] >>> ChiefCoach.train takes 1.560723 seconds ...
2023-09-22 16:02:01,811:	[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.02096
2023-09-22 16:02:01,811:	[Coach] >>> VALID @Epoch: 113  >>> 
2023-09-22 16:02:01,812:	[Coach] >>> TEST  @Epoch: 113  >>> 
2023-09-22 16:02:03,491:	[Wall TIME] >>> ChiefCoach.train takes 1.679070 seconds ...
2023-09-22 16:02:04,081:	[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.02056
2023-09-22 16:02:04,082:	[Coach] >>> VALID @Epoch: 114  >>> 
2023-09-22 16:02:04,082:	[Coach] >>> TEST  @Epoch: 114  >>> 
2023-09-22 16:02:05,935:	[Wall TIME] >>> ChiefCoach.train takes 1.852999 seconds ...
2023-09-22 16:02:06,927:	[Wall TIME] >>> ChiefCoach.valid takes 0.925822 seconds ...
2023-09-22 16:02:06,928:	[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.02058
2023-09-22 16:02:06,928:	[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0168 || HITRATE@5 Avg: 0.0501 || HITRATE@10 Avg: 0.0735 || NDCG@5 Avg: 0.0336 || NDCG@10 Avg: 0.0411
2023-09-22 16:02:06,928:	[Coach] >>> TEST  @Epoch: 115  >>> 
2023-09-22 16:02:08,744:	[Wall TIME] >>> ChiefCoach.train takes 1.816225 seconds ...
2023-09-22 16:02:08,814:	[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.01994
2023-09-22 16:02:08,814:	[Coach] >>> VALID @Epoch: 116  >>> 
2023-09-22 16:02:08,814:	[Coach] >>> TEST  @Epoch: 116  >>> 
2023-09-22 16:02:10,795:	[Wall TIME] >>> ChiefCoach.train takes 1.980596 seconds ...
2023-09-22 16:02:10,967:	[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.01997
2023-09-22 16:02:10,967:	[Coach] >>> VALID @Epoch: 117  >>> 
2023-09-22 16:02:10,967:	[Coach] >>> TEST  @Epoch: 117  >>> 
2023-09-22 16:02:12,619:	[Wall TIME] >>> ChiefCoach.train takes 1.651587 seconds ...
2023-09-22 16:02:12,717:	[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.02020
2023-09-22 16:02:12,717:	[Coach] >>> VALID @Epoch: 118  >>> 
2023-09-22 16:02:12,717:	[Coach] >>> TEST  @Epoch: 118  >>> 
2023-09-22 16:02:14,647:	[Wall TIME] >>> ChiefCoach.train takes 1.928892 seconds ...
2023-09-22 16:02:14,711:	[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.01941
2023-09-22 16:02:14,711:	[Coach] >>> VALID @Epoch: 119  >>> 
2023-09-22 16:02:14,711:	[Coach] >>> TEST  @Epoch: 119  >>> 
2023-09-22 16:02:16,527:	[Wall TIME] >>> ChiefCoach.train takes 1.815666 seconds ...
2023-09-22 16:02:17,772:	[Wall TIME] >>> ChiefCoach.valid takes 1.011262 seconds ...
2023-09-22 16:02:17,773:	[Coach] >>> Better ***NDCG@10*** of ***0.0415*** 
2023-09-22 16:02:17,792:	[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.01986
2023-09-22 16:02:17,792:	[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0173 || HITRATE@5 Avg: 0.0506 || HITRATE@10 Avg: 0.0739 || NDCG@5 Avg: 0.0340 || NDCG@10 Avg: 0.0415
2023-09-22 16:02:17,793:	[Coach] >>> TEST  @Epoch: 120  >>> 
2023-09-22 16:02:19,737:	[Wall TIME] >>> ChiefCoach.train takes 1.944677 seconds ...
2023-09-22 16:02:19,804:	[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.01969
2023-09-22 16:02:19,804:	[Coach] >>> VALID @Epoch: 121  >>> 
2023-09-22 16:02:19,804:	[Coach] >>> TEST  @Epoch: 121  >>> 
2023-09-22 16:02:21,507:	[Wall TIME] >>> ChiefCoach.train takes 1.702912 seconds ...
2023-09-22 16:02:21,577:	[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.01936
2023-09-22 16:02:21,577:	[Coach] >>> VALID @Epoch: 122  >>> 
2023-09-22 16:02:21,578:	[Coach] >>> TEST  @Epoch: 122  >>> 
2023-09-22 16:02:23,155:	[Wall TIME] >>> ChiefCoach.train takes 1.577579 seconds ...
2023-09-22 16:02:23,229:	[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.01933
2023-09-22 16:02:23,229:	[Coach] >>> VALID @Epoch: 123  >>> 
2023-09-22 16:02:23,229:	[Coach] >>> TEST  @Epoch: 123  >>> 
2023-09-22 16:02:24,885:	[Wall TIME] >>> ChiefCoach.train takes 1.655336 seconds ...
2023-09-22 16:02:24,950:	[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.01874
2023-09-22 16:02:24,950:	[Coach] >>> VALID @Epoch: 124  >>> 
2023-09-22 16:02:24,950:	[Coach] >>> TEST  @Epoch: 124  >>> 
2023-09-22 16:02:26,609:	[Wall TIME] >>> ChiefCoach.train takes 1.658128 seconds ...
2023-09-22 16:02:27,668:	[Wall TIME] >>> ChiefCoach.valid takes 0.978783 seconds ...
2023-09-22 16:02:27,669:	[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.01884
2023-09-22 16:02:27,669:	[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0167 || HITRATE@5 Avg: 0.0509 || HITRATE@10 Avg: 0.0735 || NDCG@5 Avg: 0.0339 || NDCG@10 Avg: 0.0412
2023-09-22 16:02:27,669:	[Coach] >>> TEST  @Epoch: 125  >>> 
2023-09-22 16:02:29,543:	[Wall TIME] >>> ChiefCoach.train takes 1.874398 seconds ...
2023-09-22 16:02:29,609:	[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.01888
2023-09-22 16:02:29,610:	[Coach] >>> VALID @Epoch: 126  >>> 
2023-09-22 16:02:29,610:	[Coach] >>> TEST  @Epoch: 126  >>> 
2023-09-22 16:02:31,483:	[Wall TIME] >>> ChiefCoach.train takes 1.873578 seconds ...
2023-09-22 16:02:31,564:	[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.01825
2023-09-22 16:02:31,565:	[Coach] >>> VALID @Epoch: 127  >>> 
2023-09-22 16:02:31,565:	[Coach] >>> TEST  @Epoch: 127  >>> 
2023-09-22 16:02:33,094:	[Wall TIME] >>> ChiefCoach.train takes 1.529088 seconds ...
2023-09-22 16:02:33,426:	[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.01875
2023-09-22 16:02:33,427:	[Coach] >>> VALID @Epoch: 128  >>> 
2023-09-22 16:02:33,427:	[Coach] >>> TEST  @Epoch: 128  >>> 
2023-09-22 16:02:35,039:	[Wall TIME] >>> ChiefCoach.train takes 1.611987 seconds ...
2023-09-22 16:02:35,273:	[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.01843
2023-09-22 16:02:35,274:	[Coach] >>> VALID @Epoch: 129  >>> 
2023-09-22 16:02:35,274:	[Coach] >>> TEST  @Epoch: 129  >>> 
2023-09-22 16:02:37,127:	[Wall TIME] >>> ChiefCoach.train takes 1.852557 seconds ...
2023-09-22 16:02:38,182:	[Wall TIME] >>> ChiefCoach.valid takes 0.983747 seconds ...
2023-09-22 16:02:38,182:	[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.01830
2023-09-22 16:02:38,182:	[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0165 || HITRATE@5 Avg: 0.0509 || HITRATE@10 Avg: 0.0737 || NDCG@5 Avg: 0.0339 || NDCG@10 Avg: 0.0412
2023-09-22 16:02:38,182:	[Coach] >>> TEST  @Epoch: 130  >>> 
2023-09-22 16:02:40,083:	[Wall TIME] >>> ChiefCoach.train takes 1.900620 seconds ...
2023-09-22 16:02:40,365:	[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.01785
2023-09-22 16:02:40,365:	[Coach] >>> VALID @Epoch: 131  >>> 
2023-09-22 16:02:40,365:	[Coach] >>> TEST  @Epoch: 131  >>> 
2023-09-22 16:02:42,098:	[Wall TIME] >>> ChiefCoach.train takes 1.732430 seconds ...
2023-09-22 16:02:42,282:	[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.01820
2023-09-22 16:02:42,282:	[Coach] >>> VALID @Epoch: 132  >>> 
2023-09-22 16:02:42,282:	[Coach] >>> TEST  @Epoch: 132  >>> 
2023-09-22 16:02:43,860:	[Wall TIME] >>> ChiefCoach.train takes 1.577564 seconds ...
2023-09-22 16:02:43,928:	[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.01800
2023-09-22 16:02:43,928:	[Coach] >>> VALID @Epoch: 133  >>> 
2023-09-22 16:02:43,928:	[Coach] >>> TEST  @Epoch: 133  >>> 
2023-09-22 16:02:45,526:	[Wall TIME] >>> ChiefCoach.train takes 1.598284 seconds ...
2023-09-22 16:02:45,595:	[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.01789
2023-09-22 16:02:45,595:	[Coach] >>> VALID @Epoch: 134  >>> 
2023-09-22 16:02:45,595:	[Coach] >>> TEST  @Epoch: 134  >>> 
2023-09-22 16:02:47,068:	[Wall TIME] >>> ChiefCoach.train takes 1.473372 seconds ...
2023-09-22 16:02:48,173:	[Wall TIME] >>> ChiefCoach.valid takes 0.889881 seconds ...
2023-09-22 16:02:48,173:	[Coach] >>> Better ***NDCG@10*** of ***0.0415*** 
2023-09-22 16:02:48,284:	[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.01781
2023-09-22 16:02:48,284:	[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0172 || HITRATE@5 Avg: 0.0515 || HITRATE@10 Avg: 0.0736 || NDCG@5 Avg: 0.0344 || NDCG@10 Avg: 0.0415
2023-09-22 16:02:48,284:	[Coach] >>> TEST  @Epoch: 135  >>> 
2023-09-22 16:02:49,981:	[Wall TIME] >>> ChiefCoach.train takes 1.696572 seconds ...
2023-09-22 16:02:50,045:	[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.01809
2023-09-22 16:02:50,045:	[Coach] >>> VALID @Epoch: 136  >>> 
2023-09-22 16:02:50,045:	[Coach] >>> TEST  @Epoch: 136  >>> 
2023-09-22 16:02:51,558:	[Wall TIME] >>> ChiefCoach.train takes 1.512450 seconds ...
2023-09-22 16:02:51,641:	[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.01723
2023-09-22 16:02:51,641:	[Coach] >>> VALID @Epoch: 137  >>> 
2023-09-22 16:02:51,641:	[Coach] >>> TEST  @Epoch: 137  >>> 
2023-09-22 16:02:53,389:	[Wall TIME] >>> ChiefCoach.train takes 1.747568 seconds ...
2023-09-22 16:02:53,458:	[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.01768
2023-09-22 16:02:53,458:	[Coach] >>> VALID @Epoch: 138  >>> 
2023-09-22 16:02:53,458:	[Coach] >>> TEST  @Epoch: 138  >>> 
2023-09-22 16:02:55,197:	[Wall TIME] >>> ChiefCoach.train takes 1.739275 seconds ...
2023-09-22 16:02:55,400:	[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.01755
2023-09-22 16:02:55,400:	[Coach] >>> VALID @Epoch: 139  >>> 
2023-09-22 16:02:55,400:	[Coach] >>> TEST  @Epoch: 139  >>> 
2023-09-22 16:02:57,055:	[Wall TIME] >>> ChiefCoach.train takes 1.654441 seconds ...
2023-09-22 16:02:58,204:	[Wall TIME] >>> ChiefCoach.valid takes 0.986938 seconds ...
2023-09-22 16:02:58,204:	[Coach] >>> Better ***NDCG@10*** of ***0.0416*** 
2023-09-22 16:02:58,225:	[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.01693
2023-09-22 16:02:58,225:	[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0170 || HITRATE@5 Avg: 0.0517 || HITRATE@10 Avg: 0.0739 || NDCG@5 Avg: 0.0345 || NDCG@10 Avg: 0.0416
2023-09-22 16:02:58,225:	[Coach] >>> TEST  @Epoch: 140  >>> 
2023-09-22 16:03:00,141:	[Wall TIME] >>> ChiefCoach.train takes 1.915530 seconds ...
2023-09-22 16:03:00,204:	[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.01706
2023-09-22 16:03:00,204:	[Coach] >>> VALID @Epoch: 141  >>> 
2023-09-22 16:03:00,204:	[Coach] >>> TEST  @Epoch: 141  >>> 
2023-09-22 16:03:02,148:	[Wall TIME] >>> ChiefCoach.train takes 1.943319 seconds ...
2023-09-22 16:03:02,218:	[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.01712
2023-09-22 16:03:02,218:	[Coach] >>> VALID @Epoch: 142  >>> 
2023-09-22 16:03:02,218:	[Coach] >>> TEST  @Epoch: 142  >>> 
2023-09-22 16:03:04,042:	[Wall TIME] >>> ChiefCoach.train takes 1.824188 seconds ...
2023-09-22 16:03:04,126:	[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.01693
2023-09-22 16:03:04,126:	[Coach] >>> VALID @Epoch: 143  >>> 
2023-09-22 16:03:04,126:	[Coach] >>> TEST  @Epoch: 143  >>> 
2023-09-22 16:03:06,102:	[Wall TIME] >>> ChiefCoach.train takes 1.976241 seconds ...
2023-09-22 16:03:06,230:	[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.01651
2023-09-22 16:03:06,230:	[Coach] >>> VALID @Epoch: 144  >>> 
2023-09-22 16:03:06,230:	[Coach] >>> TEST  @Epoch: 144  >>> 
2023-09-22 16:03:08,103:	[Wall TIME] >>> ChiefCoach.train takes 1.872308 seconds ...
2023-09-22 16:03:09,145:	[Wall TIME] >>> ChiefCoach.valid takes 0.977808 seconds ...
2023-09-22 16:03:09,145:	[Coach] >>> Better ***NDCG@10*** of ***0.0416*** 
2023-09-22 16:03:09,164:	[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.01658
2023-09-22 16:03:09,164:	[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0170 || HITRATE@5 Avg: 0.0527 || HITRATE@10 Avg: 0.0738 || NDCG@5 Avg: 0.0348 || NDCG@10 Avg: 0.0416
2023-09-22 16:03:09,164:	[Coach] >>> TEST  @Epoch: 145  >>> 
2023-09-22 16:03:10,933:	[Wall TIME] >>> ChiefCoach.train takes 1.768117 seconds ...
2023-09-22 16:03:11,109:	[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.01652
2023-09-22 16:03:11,109:	[Coach] >>> VALID @Epoch: 146  >>> 
2023-09-22 16:03:11,109:	[Coach] >>> TEST  @Epoch: 146  >>> 
2023-09-22 16:03:12,901:	[Wall TIME] >>> ChiefCoach.train takes 1.791598 seconds ...
2023-09-22 16:03:12,968:	[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.01614
2023-09-22 16:03:12,968:	[Coach] >>> VALID @Epoch: 147  >>> 
2023-09-22 16:03:12,968:	[Coach] >>> TEST  @Epoch: 147  >>> 
2023-09-22 16:03:14,626:	[Wall TIME] >>> ChiefCoach.train takes 1.657985 seconds ...
2023-09-22 16:03:14,699:	[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.01635
2023-09-22 16:03:14,699:	[Coach] >>> VALID @Epoch: 148  >>> 
2023-09-22 16:03:14,700:	[Coach] >>> TEST  @Epoch: 148  >>> 
2023-09-22 16:03:16,528:	[Wall TIME] >>> ChiefCoach.train takes 1.828133 seconds ...
2023-09-22 16:03:16,597:	[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.01623
2023-09-22 16:03:16,598:	[Coach] >>> VALID @Epoch: 149  >>> 
2023-09-22 16:03:16,598:	[Coach] >>> TEST  @Epoch: 149  >>> 
2023-09-22 16:03:18,267:	[Wall TIME] >>> ChiefCoach.train takes 1.669318 seconds ...
2023-09-22 16:03:19,249:	[Wall TIME] >>> ChiefCoach.valid takes 0.917328 seconds ...
2023-09-22 16:03:19,249:	[Coach] >>> Better ***NDCG@10*** of ***0.0419*** 
2023-09-22 16:03:19,268:	[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.01592
2023-09-22 16:03:19,268:	[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0169 || HITRATE@5 Avg: 0.0519 || HITRATE@10 Avg: 0.0749 || NDCG@5 Avg: 0.0345 || NDCG@10 Avg: 0.0419
2023-09-22 16:03:19,268:	[Coach] >>> TEST  @Epoch: 150  >>> 
2023-09-22 16:03:21,063:	[Wall TIME] >>> ChiefCoach.train takes 1.794570 seconds ...
2023-09-22 16:03:21,134:	[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.01591
2023-09-22 16:03:21,134:	[Coach] >>> VALID @Epoch: 151  >>> 
2023-09-22 16:03:21,134:	[Coach] >>> TEST  @Epoch: 151  >>> 
2023-09-22 16:03:22,992:	[Wall TIME] >>> ChiefCoach.train takes 1.857896 seconds ...
2023-09-22 16:03:23,155:	[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.01592
2023-09-22 16:03:23,155:	[Coach] >>> VALID @Epoch: 152  >>> 
2023-09-22 16:03:23,155:	[Coach] >>> TEST  @Epoch: 152  >>> 
2023-09-22 16:03:24,856:	[Wall TIME] >>> ChiefCoach.train takes 1.700322 seconds ...
2023-09-22 16:03:24,926:	[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.01566
2023-09-22 16:03:24,927:	[Coach] >>> VALID @Epoch: 153  >>> 
2023-09-22 16:03:24,927:	[Coach] >>> TEST  @Epoch: 153  >>> 
2023-09-22 16:03:26,590:	[Wall TIME] >>> ChiefCoach.train takes 1.663364 seconds ...
2023-09-22 16:03:26,656:	[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.01582
2023-09-22 16:03:26,656:	[Coach] >>> VALID @Epoch: 154  >>> 
2023-09-22 16:03:26,656:	[Coach] >>> TEST  @Epoch: 154  >>> 
2023-09-22 16:03:28,486:	[Wall TIME] >>> ChiefCoach.train takes 1.829575 seconds ...
2023-09-22 16:03:29,512:	[Wall TIME] >>> ChiefCoach.valid takes 0.960880 seconds ...
2023-09-22 16:03:29,512:	[Coach] >>> Better ***NDCG@10*** of ***0.0420*** 
2023-09-22 16:03:29,538:	[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.01567
2023-09-22 16:03:29,539:	[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0169 || HITRATE@5 Avg: 0.0515 || HITRATE@10 Avg: 0.0754 || NDCG@5 Avg: 0.0343 || NDCG@10 Avg: 0.0420
2023-09-22 16:03:29,539:	[Coach] >>> TEST  @Epoch: 155  >>> 
2023-09-22 16:03:31,406:	[Wall TIME] >>> ChiefCoach.train takes 1.866777 seconds ...
2023-09-22 16:03:31,473:	[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.01574
2023-09-22 16:03:31,473:	[Coach] >>> VALID @Epoch: 156  >>> 
2023-09-22 16:03:31,473:	[Coach] >>> TEST  @Epoch: 156  >>> 
2023-09-22 16:03:33,075:	[Wall TIME] >>> ChiefCoach.train takes 1.602109 seconds ...
2023-09-22 16:03:33,207:	[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.01557
2023-09-22 16:03:33,208:	[Coach] >>> VALID @Epoch: 157  >>> 
2023-09-22 16:03:33,208:	[Coach] >>> TEST  @Epoch: 157  >>> 
2023-09-22 16:03:35,255:	[Wall TIME] >>> ChiefCoach.train takes 2.047388 seconds ...
2023-09-22 16:03:35,438:	[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.01513
2023-09-22 16:03:35,438:	[Coach] >>> VALID @Epoch: 158  >>> 
2023-09-22 16:03:35,438:	[Coach] >>> TEST  @Epoch: 158  >>> 
2023-09-22 16:03:37,165:	[Wall TIME] >>> ChiefCoach.train takes 1.727123 seconds ...
2023-09-22 16:03:37,345:	[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.01554
2023-09-22 16:03:37,345:	[Coach] >>> VALID @Epoch: 159  >>> 
2023-09-22 16:03:37,345:	[Coach] >>> TEST  @Epoch: 159  >>> 
2023-09-22 16:03:38,961:	[Wall TIME] >>> ChiefCoach.train takes 1.615778 seconds ...
2023-09-22 16:03:39,945:	[Wall TIME] >>> ChiefCoach.valid takes 0.903812 seconds ...
2023-09-22 16:03:39,946:	[Coach] >>> Better ***NDCG@10*** of ***0.0421*** 
2023-09-22 16:03:39,966:	[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.01548
2023-09-22 16:03:39,966:	[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0172 || HITRATE@5 Avg: 0.0524 || HITRATE@10 Avg: 0.0752 || NDCG@5 Avg: 0.0348 || NDCG@10 Avg: 0.0421
2023-09-22 16:03:39,966:	[Coach] >>> TEST  @Epoch: 160  >>> 
2023-09-22 16:03:41,674:	[Wall TIME] >>> ChiefCoach.train takes 1.707274 seconds ...
2023-09-22 16:03:41,781:	[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.01519
2023-09-22 16:03:41,781:	[Coach] >>> VALID @Epoch: 161  >>> 
2023-09-22 16:03:41,781:	[Coach] >>> TEST  @Epoch: 161  >>> 
2023-09-22 16:03:43,495:	[Wall TIME] >>> ChiefCoach.train takes 1.713105 seconds ...
2023-09-22 16:03:43,563:	[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.01536
2023-09-22 16:03:43,564:	[Coach] >>> VALID @Epoch: 162  >>> 
2023-09-22 16:03:43,564:	[Coach] >>> TEST  @Epoch: 162  >>> 
2023-09-22 16:03:45,230:	[Wall TIME] >>> ChiefCoach.train takes 1.666328 seconds ...
2023-09-22 16:03:45,309:	[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.01536
2023-09-22 16:03:45,309:	[Coach] >>> VALID @Epoch: 163  >>> 
2023-09-22 16:03:45,309:	[Coach] >>> TEST  @Epoch: 163  >>> 
2023-09-22 16:03:47,153:	[Wall TIME] >>> ChiefCoach.train takes 1.844161 seconds ...
2023-09-22 16:03:47,220:	[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.01516
2023-09-22 16:03:47,220:	[Coach] >>> VALID @Epoch: 164  >>> 
2023-09-22 16:03:47,220:	[Coach] >>> TEST  @Epoch: 164  >>> 
2023-09-22 16:03:48,990:	[Wall TIME] >>> ChiefCoach.train takes 1.769793 seconds ...
2023-09-22 16:03:50,216:	[Wall TIME] >>> ChiefCoach.valid takes 1.157697 seconds ...
2023-09-22 16:03:50,217:	[Coach] >>> Better ***NDCG@10*** of ***0.0424*** 
2023-09-22 16:03:50,240:	[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.01483
2023-09-22 16:03:50,240:	[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0171 || HITRATE@5 Avg: 0.0529 || HITRATE@10 Avg: 0.0757 || NDCG@5 Avg: 0.0351 || NDCG@10 Avg: 0.0424
2023-09-22 16:03:50,240:	[Coach] >>> TEST  @Epoch: 165  >>> 
2023-09-22 16:03:51,729:	[Wall TIME] >>> ChiefCoach.train takes 1.488405 seconds ...
2023-09-22 16:03:51,790:	[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.01482
2023-09-22 16:03:51,790:	[Coach] >>> VALID @Epoch: 166  >>> 
2023-09-22 16:03:51,790:	[Coach] >>> TEST  @Epoch: 166  >>> 
2023-09-22 16:03:53,330:	[Wall TIME] >>> ChiefCoach.train takes 1.539540 seconds ...
2023-09-22 16:03:53,399:	[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.01470
2023-09-22 16:03:53,399:	[Coach] >>> VALID @Epoch: 167  >>> 
2023-09-22 16:03:53,399:	[Coach] >>> TEST  @Epoch: 167  >>> 
2023-09-22 16:03:55,329:	[Wall TIME] >>> ChiefCoach.train takes 1.929521 seconds ...
2023-09-22 16:03:55,395:	[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.01452
2023-09-22 16:03:55,396:	[Coach] >>> VALID @Epoch: 168  >>> 
2023-09-22 16:03:55,396:	[Coach] >>> TEST  @Epoch: 168  >>> 
2023-09-22 16:03:57,142:	[Wall TIME] >>> ChiefCoach.train takes 1.746418 seconds ...
2023-09-22 16:03:57,215:	[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.01462
2023-09-22 16:03:57,215:	[Coach] >>> VALID @Epoch: 169  >>> 
2023-09-22 16:03:57,215:	[Coach] >>> TEST  @Epoch: 169  >>> 
2023-09-22 16:03:58,719:	[Wall TIME] >>> ChiefCoach.train takes 1.503803 seconds ...
2023-09-22 16:03:59,735:	[Wall TIME] >>> ChiefCoach.valid takes 0.946011 seconds ...
2023-09-22 16:03:59,735:	[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.01487
2023-09-22 16:03:59,735:	[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0175 || HITRATE@5 Avg: 0.0528 || HITRATE@10 Avg: 0.0747 || NDCG@5 Avg: 0.0351 || NDCG@10 Avg: 0.0421
2023-09-22 16:03:59,736:	[Coach] >>> TEST  @Epoch: 170  >>> 
2023-09-22 16:04:01,604:	[Wall TIME] >>> ChiefCoach.train takes 1.868714 seconds ...
2023-09-22 16:04:01,748:	[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.01435
2023-09-22 16:04:01,748:	[Coach] >>> VALID @Epoch: 171  >>> 
2023-09-22 16:04:01,748:	[Coach] >>> TEST  @Epoch: 171  >>> 
2023-09-22 16:04:03,492:	[Wall TIME] >>> ChiefCoach.train takes 1.743134 seconds ...
2023-09-22 16:04:03,560:	[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.01426
2023-09-22 16:04:03,560:	[Coach] >>> VALID @Epoch: 172  >>> 
2023-09-22 16:04:03,560:	[Coach] >>> TEST  @Epoch: 172  >>> 
2023-09-22 16:04:05,200:	[Wall TIME] >>> ChiefCoach.train takes 1.639261 seconds ...
2023-09-22 16:04:05,264:	[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.01427
2023-09-22 16:04:05,264:	[Coach] >>> VALID @Epoch: 173  >>> 
2023-09-22 16:04:05,265:	[Coach] >>> TEST  @Epoch: 173  >>> 
2023-09-22 16:04:06,903:	[Wall TIME] >>> ChiefCoach.train takes 1.638269 seconds ...
2023-09-22 16:04:06,964:	[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.01465
2023-09-22 16:04:06,965:	[Coach] >>> VALID @Epoch: 174  >>> 
2023-09-22 16:04:06,965:	[Coach] >>> TEST  @Epoch: 174  >>> 
2023-09-22 16:04:08,434:	[Wall TIME] >>> ChiefCoach.train takes 1.469361 seconds ...
2023-09-22 16:04:09,509:	[Wall TIME] >>> ChiefCoach.valid takes 0.894352 seconds ...
2023-09-22 16:04:09,509:	[Coach] >>> Better ***NDCG@10*** of ***0.0424*** 
2023-09-22 16:04:09,538:	[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.01413
2023-09-22 16:04:09,538:	[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0176 || HITRATE@5 Avg: 0.0529 || HITRATE@10 Avg: 0.0753 || NDCG@5 Avg: 0.0352 || NDCG@10 Avg: 0.0424
2023-09-22 16:04:09,538:	[Coach] >>> TEST  @Epoch: 175  >>> 
2023-09-22 16:04:11,171:	[Wall TIME] >>> ChiefCoach.train takes 1.632934 seconds ...
2023-09-22 16:04:11,233:	[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.01427
2023-09-22 16:04:11,234:	[Coach] >>> VALID @Epoch: 176  >>> 
2023-09-22 16:04:11,234:	[Coach] >>> TEST  @Epoch: 176  >>> 
2023-09-22 16:04:13,083:	[Wall TIME] >>> ChiefCoach.train takes 1.849270 seconds ...
2023-09-22 16:04:13,152:	[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.01435
2023-09-22 16:04:13,152:	[Coach] >>> VALID @Epoch: 177  >>> 
2023-09-22 16:04:13,152:	[Coach] >>> TEST  @Epoch: 177  >>> 
2023-09-22 16:04:14,633:	[Wall TIME] >>> ChiefCoach.train takes 1.481369 seconds ...
2023-09-22 16:04:14,705:	[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.01412
2023-09-22 16:04:14,705:	[Coach] >>> VALID @Epoch: 178  >>> 
2023-09-22 16:04:14,705:	[Coach] >>> TEST  @Epoch: 178  >>> 
2023-09-22 16:04:16,443:	[Wall TIME] >>> ChiefCoach.train takes 1.738041 seconds ...
2023-09-22 16:04:16,507:	[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.01403
2023-09-22 16:04:16,507:	[Coach] >>> VALID @Epoch: 179  >>> 
2023-09-22 16:04:16,508:	[Coach] >>> TEST  @Epoch: 179  >>> 
2023-09-22 16:04:18,264:	[Wall TIME] >>> ChiefCoach.train takes 1.756586 seconds ...
2023-09-22 16:04:19,285:	[Wall TIME] >>> ChiefCoach.valid takes 0.896557 seconds ...
2023-09-22 16:04:19,285:	[Coach] >>> Better ***NDCG@10*** of ***0.0425*** 
2023-09-22 16:04:19,304:	[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.01415
2023-09-22 16:04:19,304:	[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0176 || HITRATE@5 Avg: 0.0526 || HITRATE@10 Avg: 0.0751 || NDCG@5 Avg: 0.0352 || NDCG@10 Avg: 0.0425
2023-09-22 16:04:19,305:	[Coach] >>> TEST  @Epoch: 180  >>> 
2023-09-22 16:04:21,027:	[Wall TIME] >>> ChiefCoach.train takes 1.722366 seconds ...
2023-09-22 16:04:21,091:	[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.01388
2023-09-22 16:04:21,091:	[Coach] >>> VALID @Epoch: 181  >>> 
2023-09-22 16:04:21,091:	[Coach] >>> TEST  @Epoch: 181  >>> 
2023-09-22 16:04:22,667:	[Wall TIME] >>> ChiefCoach.train takes 1.576164 seconds ...
2023-09-22 16:04:22,735:	[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.01409
2023-09-22 16:04:22,735:	[Coach] >>> VALID @Epoch: 182  >>> 
2023-09-22 16:04:22,735:	[Coach] >>> TEST  @Epoch: 182  >>> 
2023-09-22 16:04:24,406:	[Wall TIME] >>> ChiefCoach.train takes 1.671357 seconds ...
2023-09-22 16:04:24,475:	[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.01387
2023-09-22 16:04:24,475:	[Coach] >>> VALID @Epoch: 183  >>> 
2023-09-22 16:04:24,476:	[Coach] >>> TEST  @Epoch: 183  >>> 
2023-09-22 16:04:26,456:	[Wall TIME] >>> ChiefCoach.train takes 1.980322 seconds ...
2023-09-22 16:04:26,528:	[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.01399
2023-09-22 16:04:26,528:	[Coach] >>> VALID @Epoch: 184  >>> 
2023-09-22 16:04:26,528:	[Coach] >>> TEST  @Epoch: 184  >>> 
2023-09-22 16:04:28,177:	[Wall TIME] >>> ChiefCoach.train takes 1.648947 seconds ...
2023-09-22 16:04:29,227:	[Wall TIME] >>> ChiefCoach.valid takes 0.967620 seconds ...
2023-09-22 16:04:29,228:	[Coach] >>> Better ***NDCG@10*** of ***0.0425*** 
2023-09-22 16:04:29,256:	[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.01389
2023-09-22 16:04:29,256:	[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0173 || HITRATE@5 Avg: 0.0525 || HITRATE@10 Avg: 0.0758 || NDCG@5 Avg: 0.0350 || NDCG@10 Avg: 0.0425
2023-09-22 16:04:29,256:	[Coach] >>> TEST  @Epoch: 185  >>> 
2023-09-22 16:04:31,180:	[Wall TIME] >>> ChiefCoach.train takes 1.923892 seconds ...
2023-09-22 16:04:31,250:	[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.01342
2023-09-22 16:04:31,251:	[Coach] >>> VALID @Epoch: 186  >>> 
2023-09-22 16:04:31,251:	[Coach] >>> TEST  @Epoch: 186  >>> 
2023-09-22 16:04:33,060:	[Wall TIME] >>> ChiefCoach.train takes 1.808852 seconds ...
2023-09-22 16:04:33,125:	[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.01372
2023-09-22 16:04:33,126:	[Coach] >>> VALID @Epoch: 187  >>> 
2023-09-22 16:04:33,126:	[Coach] >>> TEST  @Epoch: 187  >>> 
2023-09-22 16:04:34,855:	[Wall TIME] >>> ChiefCoach.train takes 1.729405 seconds ...
2023-09-22 16:04:34,924:	[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.01368
2023-09-22 16:04:34,924:	[Coach] >>> VALID @Epoch: 188  >>> 
2023-09-22 16:04:34,924:	[Coach] >>> TEST  @Epoch: 188  >>> 
2023-09-22 16:04:36,733:	[Wall TIME] >>> ChiefCoach.train takes 1.808789 seconds ...
2023-09-22 16:04:36,900:	[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.01335
2023-09-22 16:04:36,900:	[Coach] >>> VALID @Epoch: 189  >>> 
2023-09-22 16:04:36,900:	[Coach] >>> TEST  @Epoch: 189  >>> 
2023-09-22 16:04:38,531:	[Wall TIME] >>> ChiefCoach.train takes 1.630571 seconds ...
2023-09-22 16:04:39,565:	[Wall TIME] >>> ChiefCoach.valid takes 0.914003 seconds ...
2023-09-22 16:04:39,565:	[Coach] >>> Better ***NDCG@10*** of ***0.0429*** 
2023-09-22 16:04:39,588:	[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.01333
2023-09-22 16:04:39,589:	[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0174 || HITRATE@5 Avg: 0.0530 || HITRATE@10 Avg: 0.0763 || NDCG@5 Avg: 0.0353 || NDCG@10 Avg: 0.0429
2023-09-22 16:04:39,589:	[Coach] >>> TEST  @Epoch: 190  >>> 
2023-09-22 16:04:41,487:	[Wall TIME] >>> ChiefCoach.train takes 1.897986 seconds ...
2023-09-22 16:04:41,663:	[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.01336
2023-09-22 16:04:41,663:	[Coach] >>> VALID @Epoch: 191  >>> 
2023-09-22 16:04:41,663:	[Coach] >>> TEST  @Epoch: 191  >>> 
2023-09-22 16:04:43,429:	[Wall TIME] >>> ChiefCoach.train takes 1.766389 seconds ...
2023-09-22 16:04:43,496:	[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.01321
2023-09-22 16:04:43,497:	[Coach] >>> VALID @Epoch: 192  >>> 
2023-09-22 16:04:43,497:	[Coach] >>> TEST  @Epoch: 192  >>> 
2023-09-22 16:04:45,122:	[Wall TIME] >>> ChiefCoach.train takes 1.624989 seconds ...
2023-09-22 16:04:45,191:	[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.01342
2023-09-22 16:04:45,191:	[Coach] >>> VALID @Epoch: 193  >>> 
2023-09-22 16:04:45,191:	[Coach] >>> TEST  @Epoch: 193  >>> 
2023-09-22 16:04:47,027:	[Wall TIME] >>> ChiefCoach.train takes 1.835460 seconds ...
2023-09-22 16:04:47,099:	[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.01308
2023-09-22 16:04:47,099:	[Coach] >>> VALID @Epoch: 194  >>> 
2023-09-22 16:04:47,100:	[Coach] >>> TEST  @Epoch: 194  >>> 
2023-09-22 16:04:48,662:	[Wall TIME] >>> ChiefCoach.train takes 1.562782 seconds ...
2023-09-22 16:04:49,723:	[Wall TIME] >>> ChiefCoach.valid takes 0.944946 seconds ...
2023-09-22 16:04:49,724:	[Coach] >>> Better ***NDCG@10*** of ***0.0432*** 
2023-09-22 16:04:49,749:	[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.01310
2023-09-22 16:04:49,749:	[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0177 || HITRATE@5 Avg: 0.0532 || HITRATE@10 Avg: 0.0771 || NDCG@5 Avg: 0.0355 || NDCG@10 Avg: 0.0432
2023-09-22 16:04:49,749:	[Coach] >>> TEST  @Epoch: 195  >>> 
2023-09-22 16:04:51,600:	[Wall TIME] >>> ChiefCoach.train takes 1.851211 seconds ...
2023-09-22 16:04:51,663:	[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.01313
2023-09-22 16:04:51,663:	[Coach] >>> VALID @Epoch: 196  >>> 
2023-09-22 16:04:51,663:	[Coach] >>> TEST  @Epoch: 196  >>> 
2023-09-22 16:04:53,369:	[Wall TIME] >>> ChiefCoach.train takes 1.706059 seconds ...
2023-09-22 16:04:53,683:	[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.01306
2023-09-22 16:04:53,683:	[Coach] >>> VALID @Epoch: 197  >>> 
2023-09-22 16:04:53,683:	[Coach] >>> TEST  @Epoch: 197  >>> 
2023-09-22 16:04:55,372:	[Wall TIME] >>> ChiefCoach.train takes 1.687952 seconds ...
2023-09-22 16:04:55,463:	[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.01294
2023-09-22 16:04:55,464:	[Coach] >>> VALID @Epoch: 198  >>> 
2023-09-22 16:04:55,464:	[Coach] >>> TEST  @Epoch: 198  >>> 
2023-09-22 16:04:57,208:	[Wall TIME] >>> ChiefCoach.train takes 1.743502 seconds ...
2023-09-22 16:04:57,285:	[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.01294
2023-09-22 16:04:57,285:	[Coach] >>> VALID @Epoch: 199  >>> 
2023-09-22 16:04:57,285:	[Coach] >>> TEST  @Epoch: 199  >>> 
2023-09-22 16:04:59,298:	[Wall TIME] >>> ChiefCoach.train takes 2.012440 seconds ...
2023-09-22 16:05:00,305:	[Wall TIME] >>> ChiefCoach.valid takes 0.942763 seconds ...
2023-09-22 16:05:00,305:	[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.01280
2023-09-22 16:05:00,305:	[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0171 || HITRATE@5 Avg: 0.0523 || HITRATE@10 Avg: 0.0769 || NDCG@5 Avg: 0.0349 || NDCG@10 Avg: 0.0428
2023-09-22 16:05:00,305:	[Coach] >>> TEST  @Epoch: 200  >>> 
2023-09-22 16:05:01,967:	[Wall TIME] >>> ChiefCoach.train takes 1.661108 seconds ...
2023-09-22 16:05:02,029:	[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.01290
2023-09-22 16:05:02,029:	[Coach] >>> VALID @Epoch: 201  >>> 
2023-09-22 16:05:02,029:	[Coach] >>> TEST  @Epoch: 201  >>> 
2023-09-22 16:05:03,691:	[Wall TIME] >>> ChiefCoach.train takes 1.661948 seconds ...
2023-09-22 16:05:03,752:	[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.01272
2023-09-22 16:05:03,752:	[Coach] >>> VALID @Epoch: 202  >>> 
2023-09-22 16:05:03,753:	[Coach] >>> TEST  @Epoch: 202  >>> 
2023-09-22 16:05:05,350:	[Wall TIME] >>> ChiefCoach.train takes 1.597517 seconds ...
2023-09-22 16:05:05,418:	[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.01273
2023-09-22 16:05:05,418:	[Coach] >>> VALID @Epoch: 203  >>> 
2023-09-22 16:05:05,418:	[Coach] >>> TEST  @Epoch: 203  >>> 
2023-09-22 16:05:07,094:	[Wall TIME] >>> ChiefCoach.train takes 1.675336 seconds ...
2023-09-22 16:05:07,247:	[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.01284
2023-09-22 16:05:07,248:	[Coach] >>> VALID @Epoch: 204  >>> 
2023-09-22 16:05:07,248:	[Coach] >>> TEST  @Epoch: 204  >>> 
2023-09-22 16:05:09,155:	[Wall TIME] >>> ChiefCoach.train takes 1.907588 seconds ...
2023-09-22 16:05:10,168:	[Wall TIME] >>> ChiefCoach.valid takes 0.930362 seconds ...
2023-09-22 16:05:10,168:	[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.01230
2023-09-22 16:05:10,168:	[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0174 || HITRATE@5 Avg: 0.0529 || HITRATE@10 Avg: 0.0772 || NDCG@5 Avg: 0.0353 || NDCG@10 Avg: 0.0431
2023-09-22 16:05:10,168:	[Coach] >>> TEST  @Epoch: 205  >>> 
2023-09-22 16:05:11,955:	[Wall TIME] >>> ChiefCoach.train takes 1.786222 seconds ...
2023-09-22 16:05:12,139:	[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.01269
2023-09-22 16:05:12,139:	[Coach] >>> VALID @Epoch: 206  >>> 
2023-09-22 16:05:12,139:	[Coach] >>> TEST  @Epoch: 206  >>> 
2023-09-22 16:05:13,856:	[Wall TIME] >>> ChiefCoach.train takes 1.716391 seconds ...
2023-09-22 16:05:13,919:	[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.01263
2023-09-22 16:05:13,919:	[Coach] >>> VALID @Epoch: 207  >>> 
2023-09-22 16:05:13,919:	[Coach] >>> TEST  @Epoch: 207  >>> 
2023-09-22 16:05:15,698:	[Wall TIME] >>> ChiefCoach.train takes 1.778578 seconds ...
2023-09-22 16:05:15,907:	[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.01267
2023-09-22 16:05:15,907:	[Coach] >>> VALID @Epoch: 208  >>> 
2023-09-22 16:05:15,907:	[Coach] >>> TEST  @Epoch: 208  >>> 
2023-09-22 16:05:17,866:	[Wall TIME] >>> ChiefCoach.train takes 1.959264 seconds ...
2023-09-22 16:05:17,983:	[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.01241
2023-09-22 16:05:17,983:	[Coach] >>> VALID @Epoch: 209  >>> 
2023-09-22 16:05:17,983:	[Coach] >>> TEST  @Epoch: 209  >>> 
2023-09-22 16:05:19,900:	[Wall TIME] >>> ChiefCoach.train takes 1.916017 seconds ...
2023-09-22 16:05:20,975:	[Wall TIME] >>> ChiefCoach.valid takes 0.999731 seconds ...
2023-09-22 16:05:20,976:	[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.01280
2023-09-22 16:05:20,976:	[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0174 || HITRATE@5 Avg: 0.0526 || HITRATE@10 Avg: 0.0768 || NDCG@5 Avg: 0.0352 || NDCG@10 Avg: 0.0430
2023-09-22 16:05:20,976:	[Coach] >>> TEST  @Epoch: 210  >>> 
2023-09-22 16:05:22,605:	[Wall TIME] >>> ChiefCoach.train takes 1.628617 seconds ...
2023-09-22 16:05:22,735:	[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.01240
2023-09-22 16:05:22,735:	[Coach] >>> VALID @Epoch: 211  >>> 
2023-09-22 16:05:22,735:	[Coach] >>> TEST  @Epoch: 211  >>> 
2023-09-22 16:05:24,461:	[Wall TIME] >>> ChiefCoach.train takes 1.725437 seconds ...
2023-09-22 16:05:24,534:	[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.01258
2023-09-22 16:05:24,534:	[Coach] >>> VALID @Epoch: 212  >>> 
2023-09-22 16:05:24,534:	[Coach] >>> TEST  @Epoch: 212  >>> 
2023-09-22 16:05:26,281:	[Wall TIME] >>> ChiefCoach.train takes 1.746297 seconds ...
2023-09-22 16:05:26,343:	[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.01231
2023-09-22 16:05:26,344:	[Coach] >>> VALID @Epoch: 213  >>> 
2023-09-22 16:05:26,344:	[Coach] >>> TEST  @Epoch: 213  >>> 
2023-09-22 16:05:28,103:	[Wall TIME] >>> ChiefCoach.train takes 1.759359 seconds ...
2023-09-22 16:05:28,169:	[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.01233
2023-09-22 16:05:28,170:	[Coach] >>> VALID @Epoch: 214  >>> 
2023-09-22 16:05:28,170:	[Coach] >>> TEST  @Epoch: 214  >>> 
2023-09-22 16:05:29,862:	[Wall TIME] >>> ChiefCoach.train takes 1.692236 seconds ...
2023-09-22 16:05:30,842:	[Wall TIME] >>> ChiefCoach.valid takes 0.914659 seconds ...
2023-09-22 16:05:30,842:	[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.01221
2023-09-22 16:05:30,842:	[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0175 || HITRATE@5 Avg: 0.0525 || HITRATE@10 Avg: 0.0767 || NDCG@5 Avg: 0.0351 || NDCG@10 Avg: 0.0430
2023-09-22 16:05:30,843:	[Coach] >>> TEST  @Epoch: 215  >>> 
2023-09-22 16:05:32,621:	[Wall TIME] >>> ChiefCoach.train takes 1.777908 seconds ...
2023-09-22 16:05:32,793:	[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.01239
2023-09-22 16:05:32,793:	[Coach] >>> VALID @Epoch: 216  >>> 
2023-09-22 16:05:32,793:	[Coach] >>> TEST  @Epoch: 216  >>> 
2023-09-22 16:05:34,590:	[Wall TIME] >>> ChiefCoach.train takes 1.796650 seconds ...
2023-09-22 16:05:34,714:	[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.01220
2023-09-22 16:05:34,714:	[Coach] >>> VALID @Epoch: 217  >>> 
2023-09-22 16:05:34,714:	[Coach] >>> TEST  @Epoch: 217  >>> 
2023-09-22 16:05:36,382:	[Wall TIME] >>> ChiefCoach.train takes 1.666964 seconds ...
2023-09-22 16:05:36,809:	[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.01220
2023-09-22 16:05:36,809:	[Coach] >>> VALID @Epoch: 218  >>> 
2023-09-22 16:05:36,809:	[Coach] >>> TEST  @Epoch: 218  >>> 
2023-09-22 16:05:38,392:	[Wall TIME] >>> ChiefCoach.train takes 1.582604 seconds ...
2023-09-22 16:05:38,818:	[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.01197
2023-09-22 16:05:38,818:	[Coach] >>> VALID @Epoch: 219  >>> 
2023-09-22 16:05:38,818:	[Coach] >>> TEST  @Epoch: 219  >>> 
2023-09-22 16:05:40,531:	[Wall TIME] >>> ChiefCoach.train takes 1.712263 seconds ...
2023-09-22 16:05:41,493:	[Wall TIME] >>> ChiefCoach.valid takes 0.895895 seconds ...
2023-09-22 16:05:41,493:	[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.01186
2023-09-22 16:05:41,493:	[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0176 || HITRATE@5 Avg: 0.0529 || HITRATE@10 Avg: 0.0768 || NDCG@5 Avg: 0.0353 || NDCG@10 Avg: 0.0431
2023-09-22 16:05:41,493:	[Coach] >>> TEST  @Epoch: 220  >>> 
2023-09-22 16:05:43,112:	[Wall TIME] >>> ChiefCoach.train takes 1.618852 seconds ...
2023-09-22 16:05:43,287:	[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.01202
2023-09-22 16:05:43,288:	[Coach] >>> VALID @Epoch: 221  >>> 
2023-09-22 16:05:43,289:	[Coach] >>> TEST  @Epoch: 221  >>> 
2023-09-22 16:05:45,042:	[Wall TIME] >>> ChiefCoach.train takes 1.753370 seconds ...
2023-09-22 16:05:45,119:	[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.01205
2023-09-22 16:05:45,119:	[Coach] >>> VALID @Epoch: 222  >>> 
2023-09-22 16:05:45,119:	[Coach] >>> TEST  @Epoch: 222  >>> 
2023-09-22 16:05:46,905:	[Wall TIME] >>> ChiefCoach.train takes 1.785942 seconds ...
2023-09-22 16:05:46,968:	[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.01193
2023-09-22 16:05:46,968:	[Coach] >>> VALID @Epoch: 223  >>> 
2023-09-22 16:05:46,968:	[Coach] >>> TEST  @Epoch: 223  >>> 
2023-09-22 16:05:48,720:	[Wall TIME] >>> ChiefCoach.train takes 1.751773 seconds ...
2023-09-22 16:05:48,794:	[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.01187
2023-09-22 16:05:48,795:	[Coach] >>> VALID @Epoch: 224  >>> 
2023-09-22 16:05:48,795:	[Coach] >>> TEST  @Epoch: 224  >>> 
2023-09-22 16:05:50,457:	[Wall TIME] >>> ChiefCoach.train takes 1.661698 seconds ...
2023-09-22 16:05:51,445:	[Wall TIME] >>> ChiefCoach.valid takes 0.900052 seconds ...
2023-09-22 16:05:51,445:	[Coach] >>> Better ***NDCG@10*** of ***0.0432*** 
2023-09-22 16:05:51,570:	[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.01182
2023-09-22 16:05:51,570:	[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0176 || HITRATE@5 Avg: 0.0526 || HITRATE@10 Avg: 0.0772 || NDCG@5 Avg: 0.0352 || NDCG@10 Avg: 0.0432
2023-09-22 16:05:51,571:	[Coach] >>> TEST  @Epoch: 225  >>> 
2023-09-22 16:05:53,335:	[Wall TIME] >>> ChiefCoach.train takes 1.764497 seconds ...
2023-09-22 16:05:53,403:	[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.01184
2023-09-22 16:05:53,403:	[Coach] >>> VALID @Epoch: 226  >>> 
2023-09-22 16:05:53,403:	[Coach] >>> TEST  @Epoch: 226  >>> 
2023-09-22 16:05:55,055:	[Wall TIME] >>> ChiefCoach.train takes 1.651638 seconds ...
2023-09-22 16:05:55,122:	[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.01187
2023-09-22 16:05:55,123:	[Coach] >>> VALID @Epoch: 227  >>> 
2023-09-22 16:05:55,123:	[Coach] >>> TEST  @Epoch: 227  >>> 
2023-09-22 16:05:56,796:	[Wall TIME] >>> ChiefCoach.train takes 1.672830 seconds ...
2023-09-22 16:05:56,860:	[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.01153
2023-09-22 16:05:56,860:	[Coach] >>> VALID @Epoch: 228  >>> 
2023-09-22 16:05:56,860:	[Coach] >>> TEST  @Epoch: 228  >>> 
2023-09-22 16:05:58,668:	[Wall TIME] >>> ChiefCoach.train takes 1.807992 seconds ...
2023-09-22 16:05:58,742:	[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.01183
2023-09-22 16:05:58,742:	[Coach] >>> VALID @Epoch: 229  >>> 
2023-09-22 16:05:58,742:	[Coach] >>> TEST  @Epoch: 229  >>> 
2023-09-22 16:06:00,346:	[Wall TIME] >>> ChiefCoach.train takes 1.603838 seconds ...
2023-09-22 16:06:01,411:	[Wall TIME] >>> ChiefCoach.valid takes 0.999581 seconds ...
2023-09-22 16:06:01,412:	[Coach] >>> Better ***NDCG@10*** of ***0.0433*** 
2023-09-22 16:06:01,434:	[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.01162
2023-09-22 16:06:01,434:	[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0178 || HITRATE@5 Avg: 0.0520 || HITRATE@10 Avg: 0.0773 || NDCG@5 Avg: 0.0351 || NDCG@10 Avg: 0.0433
2023-09-22 16:06:01,435:	[Coach] >>> TEST  @Epoch: 230  >>> 
2023-09-22 16:06:03,467:	[Wall TIME] >>> ChiefCoach.train takes 2.032312 seconds ...
2023-09-22 16:06:03,535:	[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.01172
2023-09-22 16:06:03,535:	[Coach] >>> VALID @Epoch: 231  >>> 
2023-09-22 16:06:03,536:	[Coach] >>> TEST  @Epoch: 231  >>> 
2023-09-22 16:06:05,169:	[Wall TIME] >>> ChiefCoach.train takes 1.632752 seconds ...
2023-09-22 16:06:05,232:	[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.01147
2023-09-22 16:06:05,232:	[Coach] >>> VALID @Epoch: 232  >>> 
2023-09-22 16:06:05,232:	[Coach] >>> TEST  @Epoch: 232  >>> 
2023-09-22 16:06:06,933:	[Wall TIME] >>> ChiefCoach.train takes 1.700642 seconds ...
2023-09-22 16:06:06,995:	[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.01137
2023-09-22 16:06:06,996:	[Coach] >>> VALID @Epoch: 233  >>> 
2023-09-22 16:06:06,996:	[Coach] >>> TEST  @Epoch: 233  >>> 
2023-09-22 16:06:08,652:	[Wall TIME] >>> ChiefCoach.train takes 1.656493 seconds ...
2023-09-22 16:06:08,725:	[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.01162
2023-09-22 16:06:08,726:	[Coach] >>> VALID @Epoch: 234  >>> 
2023-09-22 16:06:08,726:	[Coach] >>> TEST  @Epoch: 234  >>> 
2023-09-22 16:06:10,476:	[Wall TIME] >>> ChiefCoach.train takes 1.750157 seconds ...
2023-09-22 16:06:11,442:	[Wall TIME] >>> ChiefCoach.valid takes 0.902145 seconds ...
2023-09-22 16:06:11,442:	[Coach] >>> Better ***NDCG@10*** of ***0.0433*** 
2023-09-22 16:06:11,468:	[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.01139
2023-09-22 16:06:11,469:	[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0176 || HITRATE@5 Avg: 0.0514 || HITRATE@10 Avg: 0.0778 || NDCG@5 Avg: 0.0348 || NDCG@10 Avg: 0.0433
2023-09-22 16:06:11,469:	[Coach] >>> TEST  @Epoch: 235  >>> 
2023-09-22 16:06:13,094:	[Wall TIME] >>> ChiefCoach.train takes 1.625609 seconds ...
2023-09-22 16:06:13,156:	[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.01144
2023-09-22 16:06:13,156:	[Coach] >>> VALID @Epoch: 236  >>> 
2023-09-22 16:06:13,156:	[Coach] >>> TEST  @Epoch: 236  >>> 
2023-09-22 16:06:14,855:	[Wall TIME] >>> ChiefCoach.train takes 1.698101 seconds ...
2023-09-22 16:06:14,924:	[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.01124
2023-09-22 16:06:14,924:	[Coach] >>> VALID @Epoch: 237  >>> 
2023-09-22 16:06:14,924:	[Coach] >>> TEST  @Epoch: 237  >>> 
2023-09-22 16:06:16,692:	[Wall TIME] >>> ChiefCoach.train takes 1.768046 seconds ...
2023-09-22 16:06:16,767:	[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.01152
2023-09-22 16:06:16,767:	[Coach] >>> VALID @Epoch: 238  >>> 
2023-09-22 16:06:16,767:	[Coach] >>> TEST  @Epoch: 238  >>> 
2023-09-22 16:06:18,506:	[Wall TIME] >>> ChiefCoach.train takes 1.738315 seconds ...
2023-09-22 16:06:18,572:	[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.01147
2023-09-22 16:06:18,572:	[Coach] >>> VALID @Epoch: 239  >>> 
2023-09-22 16:06:18,572:	[Coach] >>> TEST  @Epoch: 239  >>> 
2023-09-22 16:06:20,496:	[Wall TIME] >>> ChiefCoach.train takes 1.923828 seconds ...
2023-09-22 16:06:21,540:	[Wall TIME] >>> ChiefCoach.valid takes 0.954853 seconds ...
2023-09-22 16:06:21,540:	[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.01120
2023-09-22 16:06:21,540:	[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0179 || HITRATE@5 Avg: 0.0513 || HITRATE@10 Avg: 0.0770 || NDCG@5 Avg: 0.0349 || NDCG@10 Avg: 0.0432
2023-09-22 16:06:21,540:	[Coach] >>> TEST  @Epoch: 240  >>> 
2023-09-22 16:06:23,191:	[Wall TIME] >>> ChiefCoach.train takes 1.650245 seconds ...
2023-09-22 16:06:23,255:	[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.01125
2023-09-22 16:06:23,255:	[Coach] >>> VALID @Epoch: 241  >>> 
2023-09-22 16:06:23,255:	[Coach] >>> TEST  @Epoch: 241  >>> 
2023-09-22 16:06:24,785:	[Wall TIME] >>> ChiefCoach.train takes 1.529256 seconds ...
2023-09-22 16:06:24,932:	[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.01146
2023-09-22 16:06:24,932:	[Coach] >>> VALID @Epoch: 242  >>> 
2023-09-22 16:06:24,932:	[Coach] >>> TEST  @Epoch: 242  >>> 
2023-09-22 16:06:26,720:	[Wall TIME] >>> ChiefCoach.train takes 1.787012 seconds ...
2023-09-22 16:06:26,795:	[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.01095
2023-09-22 16:06:26,796:	[Coach] >>> VALID @Epoch: 243  >>> 
2023-09-22 16:06:26,796:	[Coach] >>> TEST  @Epoch: 243  >>> 
2023-09-22 16:06:28,594:	[Wall TIME] >>> ChiefCoach.train takes 1.797625 seconds ...
2023-09-22 16:06:28,663:	[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.01116
2023-09-22 16:06:28,663:	[Coach] >>> VALID @Epoch: 244  >>> 
2023-09-22 16:06:28,663:	[Coach] >>> TEST  @Epoch: 244  >>> 
2023-09-22 16:06:30,165:	[Wall TIME] >>> ChiefCoach.train takes 1.502570 seconds ...
2023-09-22 16:06:31,189:	[Wall TIME] >>> ChiefCoach.valid takes 0.962435 seconds ...
2023-09-22 16:06:31,190:	[Coach] >>> Better ***NDCG@10*** of ***0.0433*** 
2023-09-22 16:06:31,209:	[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.01118
2023-09-22 16:06:31,209:	[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0176 || HITRATE@5 Avg: 0.0521 || HITRATE@10 Avg: 0.0774 || NDCG@5 Avg: 0.0352 || NDCG@10 Avg: 0.0433
2023-09-22 16:06:31,209:	[Coach] >>> TEST  @Epoch: 245  >>> 
2023-09-22 16:06:32,760:	[Wall TIME] >>> ChiefCoach.train takes 1.550564 seconds ...
2023-09-22 16:06:32,823:	[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.01109
2023-09-22 16:06:32,823:	[Coach] >>> VALID @Epoch: 246  >>> 
2023-09-22 16:06:32,823:	[Coach] >>> TEST  @Epoch: 246  >>> 
2023-09-22 16:06:34,409:	[Wall TIME] >>> ChiefCoach.train takes 1.585785 seconds ...
2023-09-22 16:06:34,538:	[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.01115
2023-09-22 16:06:34,539:	[Coach] >>> VALID @Epoch: 247  >>> 
2023-09-22 16:06:34,539:	[Coach] >>> TEST  @Epoch: 247  >>> 
2023-09-22 16:06:36,181:	[Wall TIME] >>> ChiefCoach.train takes 1.642357 seconds ...
2023-09-22 16:06:36,260:	[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.01092
2023-09-22 16:06:36,261:	[Coach] >>> VALID @Epoch: 248  >>> 
2023-09-22 16:06:36,261:	[Coach] >>> TEST  @Epoch: 248  >>> 
2023-09-22 16:06:37,958:	[Wall TIME] >>> ChiefCoach.train takes 1.696910 seconds ...
2023-09-22 16:06:38,029:	[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.01112
2023-09-22 16:06:38,029:	[Coach] >>> VALID @Epoch: 249  >>> 
2023-09-22 16:06:38,029:	[Coach] >>> TEST  @Epoch: 249  >>> 
2023-09-22 16:06:39,633:	[Wall TIME] >>> ChiefCoach.train takes 1.603505 seconds ...
2023-09-22 16:06:40,873:	[Wall TIME] >>> ChiefCoach.valid takes 1.084125 seconds ...
2023-09-22 16:06:40,873:	[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.01102
2023-09-22 16:06:40,873:	[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0178 || HITRATE@5 Avg: 0.0521 || HITRATE@10 Avg: 0.0771 || NDCG@5 Avg: 0.0353 || NDCG@10 Avg: 0.0433
2023-09-22 16:06:40,873:	[Coach] >>> TEST  @Epoch: 250  >>> 
2023-09-22 16:06:42,539:	[Wall TIME] >>> ChiefCoach.train takes 1.666015 seconds ...
2023-09-22 16:06:42,750:	[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.01100
2023-09-22 16:06:42,750:	[Coach] >>> VALID @Epoch: 251  >>> 
2023-09-22 16:06:42,750:	[Coach] >>> TEST  @Epoch: 251  >>> 
2023-09-22 16:06:44,573:	[Wall TIME] >>> ChiefCoach.train takes 1.822174 seconds ...
2023-09-22 16:06:44,925:	[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.01087
2023-09-22 16:06:44,925:	[Coach] >>> VALID @Epoch: 252  >>> 
2023-09-22 16:06:44,925:	[Coach] >>> TEST  @Epoch: 252  >>> 
2023-09-22 16:06:46,847:	[Wall TIME] >>> ChiefCoach.train takes 1.921130 seconds ...
2023-09-22 16:06:46,942:	[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.01073
2023-09-22 16:06:46,942:	[Coach] >>> VALID @Epoch: 253  >>> 
2023-09-22 16:06:46,943:	[Coach] >>> TEST  @Epoch: 253  >>> 
2023-09-22 16:06:48,629:	[Wall TIME] >>> ChiefCoach.train takes 1.686110 seconds ...
2023-09-22 16:06:48,701:	[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.01051
2023-09-22 16:06:48,702:	[Coach] >>> VALID @Epoch: 254  >>> 
2023-09-22 16:06:48,702:	[Coach] >>> TEST  @Epoch: 254  >>> 
2023-09-22 16:06:50,323:	[Wall TIME] >>> ChiefCoach.train takes 1.620866 seconds ...
2023-09-22 16:06:51,332:	[Wall TIME] >>> ChiefCoach.valid takes 0.942430 seconds ...
2023-09-22 16:06:51,333:	[Coach] >>> Better ***NDCG@10*** of ***0.0434*** 
2023-09-22 16:06:51,352:	[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.01079
2023-09-22 16:06:51,352:	[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0181 || HITRATE@5 Avg: 0.0518 || HITRATE@10 Avg: 0.0771 || NDCG@5 Avg: 0.0352 || NDCG@10 Avg: 0.0434
2023-09-22 16:06:51,352:	[Coach] >>> TEST  @Epoch: 255  >>> 
2023-09-22 16:06:53,038:	[Wall TIME] >>> ChiefCoach.train takes 1.685916 seconds ...
2023-09-22 16:06:53,198:	[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.01092
2023-09-22 16:06:53,199:	[Coach] >>> VALID @Epoch: 256  >>> 
2023-09-22 16:06:53,199:	[Coach] >>> TEST  @Epoch: 256  >>> 
2023-09-22 16:06:54,875:	[Wall TIME] >>> ChiefCoach.train takes 1.676099 seconds ...
2023-09-22 16:06:54,952:	[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.01059
2023-09-22 16:06:54,953:	[Coach] >>> VALID @Epoch: 257  >>> 
2023-09-22 16:06:54,953:	[Coach] >>> TEST  @Epoch: 257  >>> 
2023-09-22 16:06:56,549:	[Wall TIME] >>> ChiefCoach.train takes 1.596655 seconds ...
2023-09-22 16:06:56,620:	[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.01080
2023-09-22 16:06:56,620:	[Coach] >>> VALID @Epoch: 258  >>> 
2023-09-22 16:06:56,620:	[Coach] >>> TEST  @Epoch: 258  >>> 
2023-09-22 16:06:58,329:	[Wall TIME] >>> ChiefCoach.train takes 1.708384 seconds ...
2023-09-22 16:06:58,403:	[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.01074
2023-09-22 16:06:58,403:	[Coach] >>> VALID @Epoch: 259  >>> 
2023-09-22 16:06:58,403:	[Coach] >>> TEST  @Epoch: 259  >>> 
2023-09-22 16:07:00,162:	[Wall TIME] >>> ChiefCoach.train takes 1.758228 seconds ...
2023-09-22 16:07:01,217:	[Wall TIME] >>> ChiefCoach.valid takes 0.967001 seconds ...
2023-09-22 16:07:01,218:	[Coach] >>> Better ***NDCG@10*** of ***0.0437*** 
2023-09-22 16:07:01,243:	[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.01053
2023-09-22 16:07:01,244:	[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0180 || HITRATE@5 Avg: 0.0528 || HITRATE@10 Avg: 0.0779 || NDCG@5 Avg: 0.0356 || NDCG@10 Avg: 0.0437
2023-09-22 16:07:01,244:	[Coach] >>> TEST  @Epoch: 260  >>> 
2023-09-22 16:07:03,166:	[Wall TIME] >>> ChiefCoach.train takes 1.921731 seconds ...
2023-09-22 16:07:03,245:	[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.01072
2023-09-22 16:07:03,245:	[Coach] >>> VALID @Epoch: 261  >>> 
2023-09-22 16:07:03,245:	[Coach] >>> TEST  @Epoch: 261  >>> 
2023-09-22 16:07:04,911:	[Wall TIME] >>> ChiefCoach.train takes 1.666204 seconds ...
2023-09-22 16:07:04,998:	[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.01043
2023-09-22 16:07:04,998:	[Coach] >>> VALID @Epoch: 262  >>> 
2023-09-22 16:07:04,998:	[Coach] >>> TEST  @Epoch: 262  >>> 
2023-09-22 16:07:06,774:	[Wall TIME] >>> ChiefCoach.train takes 1.775998 seconds ...
2023-09-22 16:07:06,847:	[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.01040
2023-09-22 16:07:06,847:	[Coach] >>> VALID @Epoch: 263  >>> 
2023-09-22 16:07:06,847:	[Coach] >>> TEST  @Epoch: 263  >>> 
2023-09-22 16:07:08,434:	[Wall TIME] >>> ChiefCoach.train takes 1.587189 seconds ...
2023-09-22 16:07:08,499:	[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.01074
2023-09-22 16:07:08,499:	[Coach] >>> VALID @Epoch: 264  >>> 
2023-09-22 16:07:08,499:	[Coach] >>> TEST  @Epoch: 264  >>> 
2023-09-22 16:07:10,035:	[Wall TIME] >>> ChiefCoach.train takes 1.535362 seconds ...
2023-09-22 16:07:11,187:	[Wall TIME] >>> ChiefCoach.valid takes 1.088691 seconds ...
2023-09-22 16:07:11,188:	[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.01056
2023-09-22 16:07:11,188:	[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0183 || HITRATE@5 Avg: 0.0525 || HITRATE@10 Avg: 0.0772 || NDCG@5 Avg: 0.0357 || NDCG@10 Avg: 0.0436
2023-09-22 16:07:11,188:	[Coach] >>> TEST  @Epoch: 265  >>> 
2023-09-22 16:07:12,792:	[Wall TIME] >>> ChiefCoach.train takes 1.603860 seconds ...
2023-09-22 16:07:12,864:	[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.01055
2023-09-22 16:07:12,864:	[Coach] >>> VALID @Epoch: 266  >>> 
2023-09-22 16:07:12,864:	[Coach] >>> TEST  @Epoch: 266  >>> 
2023-09-22 16:07:14,715:	[Wall TIME] >>> ChiefCoach.train takes 1.851470 seconds ...
2023-09-22 16:07:14,891:	[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.01034
2023-09-22 16:07:14,891:	[Coach] >>> VALID @Epoch: 267  >>> 
2023-09-22 16:07:14,891:	[Coach] >>> TEST  @Epoch: 267  >>> 
2023-09-22 16:07:16,657:	[Wall TIME] >>> ChiefCoach.train takes 1.766510 seconds ...
2023-09-22 16:07:16,730:	[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.01053
2023-09-22 16:07:16,730:	[Coach] >>> VALID @Epoch: 268  >>> 
2023-09-22 16:07:16,730:	[Coach] >>> TEST  @Epoch: 268  >>> 
2023-09-22 16:07:18,667:	[Wall TIME] >>> ChiefCoach.train takes 1.936362 seconds ...
2023-09-22 16:07:18,835:	[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.01042
2023-09-22 16:07:18,836:	[Coach] >>> VALID @Epoch: 269  >>> 
2023-09-22 16:07:18,836:	[Coach] >>> TEST  @Epoch: 269  >>> 
2023-09-22 16:07:20,291:	[Wall TIME] >>> ChiefCoach.train takes 1.454467 seconds ...
2023-09-22 16:07:21,531:	[Wall TIME] >>> ChiefCoach.valid takes 0.916529 seconds ...
2023-09-22 16:07:21,532:	[Coach] >>> Better ***NDCG@10*** of ***0.0437*** 
2023-09-22 16:07:21,624:	[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.01031
2023-09-22 16:07:21,624:	[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0182 || HITRATE@5 Avg: 0.0526 || HITRATE@10 Avg: 0.0770 || NDCG@5 Avg: 0.0358 || NDCG@10 Avg: 0.0437
2023-09-22 16:07:21,624:	[Coach] >>> TEST  @Epoch: 270  >>> 
2023-09-22 16:07:23,437:	[Wall TIME] >>> ChiefCoach.train takes 1.812958 seconds ...
2023-09-22 16:07:23,608:	[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.01021
2023-09-22 16:07:23,608:	[Coach] >>> VALID @Epoch: 271  >>> 
2023-09-22 16:07:23,608:	[Coach] >>> TEST  @Epoch: 271  >>> 
2023-09-22 16:07:25,321:	[Wall TIME] >>> ChiefCoach.train takes 1.713133 seconds ...
2023-09-22 16:07:25,394:	[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.01020
2023-09-22 16:07:25,394:	[Coach] >>> VALID @Epoch: 272  >>> 
2023-09-22 16:07:25,394:	[Coach] >>> TEST  @Epoch: 272  >>> 
2023-09-22 16:07:27,242:	[Wall TIME] >>> ChiefCoach.train takes 1.846933 seconds ...
2023-09-22 16:07:27,321:	[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.01047
2023-09-22 16:07:27,322:	[Coach] >>> VALID @Epoch: 273  >>> 
2023-09-22 16:07:27,322:	[Coach] >>> TEST  @Epoch: 273  >>> 
2023-09-22 16:07:29,243:	[Wall TIME] >>> ChiefCoach.train takes 1.921163 seconds ...
2023-09-22 16:07:29,311:	[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.01042
2023-09-22 16:07:29,312:	[Coach] >>> VALID @Epoch: 274  >>> 
2023-09-22 16:07:29,312:	[Coach] >>> TEST  @Epoch: 274  >>> 
2023-09-22 16:07:31,041:	[Wall TIME] >>> ChiefCoach.train takes 1.729559 seconds ...
2023-09-22 16:07:32,155:	[Wall TIME] >>> ChiefCoach.valid takes 0.934693 seconds ...
2023-09-22 16:07:32,155:	[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.01020
2023-09-22 16:07:32,155:	[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0175 || HITRATE@5 Avg: 0.0525 || HITRATE@10 Avg: 0.0774 || NDCG@5 Avg: 0.0352 || NDCG@10 Avg: 0.0433
2023-09-22 16:07:32,155:	[Coach] >>> TEST  @Epoch: 275  >>> 
2023-09-22 16:07:33,846:	[Wall TIME] >>> ChiefCoach.train takes 1.690463 seconds ...
2023-09-22 16:07:33,936:	[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.01018
2023-09-22 16:07:33,937:	[Coach] >>> VALID @Epoch: 276  >>> 
2023-09-22 16:07:33,937:	[Coach] >>> TEST  @Epoch: 276  >>> 
2023-09-22 16:07:35,588:	[Wall TIME] >>> ChiefCoach.train takes 1.651494 seconds ...
2023-09-22 16:07:35,654:	[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.01017
2023-09-22 16:07:35,654:	[Coach] >>> VALID @Epoch: 277  >>> 
2023-09-22 16:07:35,655:	[Coach] >>> TEST  @Epoch: 277  >>> 
2023-09-22 16:07:37,348:	[Wall TIME] >>> ChiefCoach.train takes 1.693283 seconds ...
2023-09-22 16:07:37,413:	[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.01037
2023-09-22 16:07:37,413:	[Coach] >>> VALID @Epoch: 278  >>> 
2023-09-22 16:07:37,413:	[Coach] >>> TEST  @Epoch: 278  >>> 
2023-09-22 16:07:39,215:	[Wall TIME] >>> ChiefCoach.train takes 1.801706 seconds ...
2023-09-22 16:07:39,289:	[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.01022
2023-09-22 16:07:39,290:	[Coach] >>> VALID @Epoch: 279  >>> 
2023-09-22 16:07:39,290:	[Coach] >>> TEST  @Epoch: 279  >>> 
2023-09-22 16:07:40,850:	[Wall TIME] >>> ChiefCoach.train takes 1.559962 seconds ...
2023-09-22 16:07:42,103:	[Wall TIME] >>> ChiefCoach.valid takes 1.062861 seconds ...
2023-09-22 16:07:42,104:	[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.01007
2023-09-22 16:07:42,104:	[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0169 || HITRATE@5 Avg: 0.0524 || HITRATE@10 Avg: 0.0774 || NDCG@5 Avg: 0.0350 || NDCG@10 Avg: 0.0430
2023-09-22 16:07:42,104:	[Coach] >>> TEST  @Epoch: 280  >>> 
2023-09-22 16:07:43,976:	[Wall TIME] >>> ChiefCoach.train takes 1.872271 seconds ...
2023-09-22 16:07:44,119:	[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.01000
2023-09-22 16:07:44,119:	[Coach] >>> VALID @Epoch: 281  >>> 
2023-09-22 16:07:44,119:	[Coach] >>> TEST  @Epoch: 281  >>> 
2023-09-22 16:07:45,818:	[Wall TIME] >>> ChiefCoach.train takes 1.698387 seconds ...
2023-09-22 16:07:46,167:	[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.00997
2023-09-22 16:07:46,167:	[Coach] >>> VALID @Epoch: 282  >>> 
2023-09-22 16:07:46,167:	[Coach] >>> TEST  @Epoch: 282  >>> 
2023-09-22 16:07:47,861:	[Wall TIME] >>> ChiefCoach.train takes 1.693731 seconds ...
2023-09-22 16:07:48,053:	[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.01022
2023-09-22 16:07:48,053:	[Coach] >>> VALID @Epoch: 283  >>> 
2023-09-22 16:07:48,053:	[Coach] >>> TEST  @Epoch: 283  >>> 
2023-09-22 16:07:49,878:	[Wall TIME] >>> ChiefCoach.train takes 1.824949 seconds ...
2023-09-22 16:07:49,948:	[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.01014
2023-09-22 16:07:49,948:	[Coach] >>> VALID @Epoch: 284  >>> 
2023-09-22 16:07:49,948:	[Coach] >>> TEST  @Epoch: 284  >>> 
2023-09-22 16:07:51,911:	[Wall TIME] >>> ChiefCoach.train takes 1.963158 seconds ...
2023-09-22 16:07:53,052:	[Wall TIME] >>> ChiefCoach.valid takes 1.021462 seconds ...
2023-09-22 16:07:53,053:	[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.01003
2023-09-22 16:07:53,053:	[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0176 || HITRATE@5 Avg: 0.0520 || HITRATE@10 Avg: 0.0776 || NDCG@5 Avg: 0.0352 || NDCG@10 Avg: 0.0435
2023-09-22 16:07:53,053:	[Coach] >>> TEST  @Epoch: 285  >>> 
2023-09-22 16:07:54,637:	[Wall TIME] >>> ChiefCoach.train takes 1.583729 seconds ...
2023-09-22 16:07:54,709:	[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.00978
2023-09-22 16:07:54,709:	[Coach] >>> VALID @Epoch: 286  >>> 
2023-09-22 16:07:54,709:	[Coach] >>> TEST  @Epoch: 286  >>> 
2023-09-22 16:07:56,446:	[Wall TIME] >>> ChiefCoach.train takes 1.737156 seconds ...
2023-09-22 16:07:56,635:	[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.00993
2023-09-22 16:07:56,635:	[Coach] >>> VALID @Epoch: 287  >>> 
2023-09-22 16:07:56,635:	[Coach] >>> TEST  @Epoch: 287  >>> 
2023-09-22 16:07:58,402:	[Wall TIME] >>> ChiefCoach.train takes 1.766800 seconds ...
2023-09-22 16:07:58,468:	[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.00986
2023-09-22 16:07:58,469:	[Coach] >>> VALID @Epoch: 288  >>> 
2023-09-22 16:07:58,469:	[Coach] >>> TEST  @Epoch: 288  >>> 
2023-09-22 16:08:00,248:	[Wall TIME] >>> ChiefCoach.train takes 1.778751 seconds ...
2023-09-22 16:08:00,321:	[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.01003
2023-09-22 16:08:00,321:	[Coach] >>> VALID @Epoch: 289  >>> 
2023-09-22 16:08:00,321:	[Coach] >>> TEST  @Epoch: 289  >>> 
2023-09-22 16:08:01,850:	[Wall TIME] >>> ChiefCoach.train takes 1.528193 seconds ...
2023-09-22 16:08:02,905:	[Wall TIME] >>> ChiefCoach.valid takes 0.981752 seconds ...
2023-09-22 16:08:02,905:	[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.00999
2023-09-22 16:08:02,906:	[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0173 || HITRATE@5 Avg: 0.0518 || HITRATE@10 Avg: 0.0780 || NDCG@5 Avg: 0.0350 || NDCG@10 Avg: 0.0435
2023-09-22 16:08:02,906:	[Coach] >>> TEST  @Epoch: 290  >>> 
2023-09-22 16:08:04,689:	[Wall TIME] >>> ChiefCoach.train takes 1.782468 seconds ...
2023-09-22 16:08:04,775:	[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.00988
2023-09-22 16:08:04,775:	[Coach] >>> VALID @Epoch: 291  >>> 
2023-09-22 16:08:04,775:	[Coach] >>> TEST  @Epoch: 291  >>> 
2023-09-22 16:08:06,465:	[Wall TIME] >>> ChiefCoach.train takes 1.689578 seconds ...
2023-09-22 16:08:06,540:	[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.00960
2023-09-22 16:08:06,540:	[Coach] >>> VALID @Epoch: 292  >>> 
2023-09-22 16:08:06,540:	[Coach] >>> TEST  @Epoch: 292  >>> 
2023-09-22 16:08:08,325:	[Wall TIME] >>> ChiefCoach.train takes 1.784780 seconds ...
2023-09-22 16:08:08,393:	[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.01002
2023-09-22 16:08:08,393:	[Coach] >>> VALID @Epoch: 293  >>> 
2023-09-22 16:08:08,393:	[Coach] >>> TEST  @Epoch: 293  >>> 
2023-09-22 16:08:10,140:	[Wall TIME] >>> ChiefCoach.train takes 1.747277 seconds ...
2023-09-22 16:08:10,215:	[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.00970
2023-09-22 16:08:10,215:	[Coach] >>> VALID @Epoch: 294  >>> 
2023-09-22 16:08:10,216:	[Coach] >>> TEST  @Epoch: 294  >>> 
2023-09-22 16:08:11,947:	[Wall TIME] >>> ChiefCoach.train takes 1.731678 seconds ...
2023-09-22 16:08:13,121:	[Wall TIME] >>> ChiefCoach.valid takes 0.938265 seconds ...
2023-09-22 16:08:13,121:	[Coach] >>> Better ***NDCG@10*** of ***0.0440*** 
2023-09-22 16:08:13,150:	[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.00969
2023-09-22 16:08:13,150:	[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0177 || HITRATE@5 Avg: 0.0527 || HITRATE@10 Avg: 0.0786 || NDCG@5 Avg: 0.0356 || NDCG@10 Avg: 0.0440
2023-09-22 16:08:13,150:	[Coach] >>> TEST  @Epoch: 295  >>> 
2023-09-22 16:08:14,911:	[Wall TIME] >>> ChiefCoach.train takes 1.760651 seconds ...
2023-09-22 16:08:14,978:	[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.00985
2023-09-22 16:08:14,978:	[Coach] >>> VALID @Epoch: 296  >>> 
2023-09-22 16:08:14,978:	[Coach] >>> TEST  @Epoch: 296  >>> 
2023-09-22 16:08:16,901:	[Wall TIME] >>> ChiefCoach.train takes 1.922733 seconds ...
2023-09-22 16:08:17,071:	[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.00956
2023-09-22 16:08:17,072:	[Coach] >>> VALID @Epoch: 297  >>> 
2023-09-22 16:08:17,072:	[Coach] >>> TEST  @Epoch: 297  >>> 
2023-09-22 16:08:18,969:	[Wall TIME] >>> ChiefCoach.train takes 1.895804 seconds ...
2023-09-22 16:08:19,042:	[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.00980
2023-09-22 16:08:19,042:	[Coach] >>> VALID @Epoch: 298  >>> 
2023-09-22 16:08:19,042:	[Coach] >>> TEST  @Epoch: 298  >>> 
2023-09-22 16:08:20,764:	[Wall TIME] >>> ChiefCoach.train takes 1.721823 seconds ...
2023-09-22 16:08:20,833:	[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.00977
2023-09-22 16:08:20,833:	[Coach] >>> VALID @Epoch: 299  >>> 
2023-09-22 16:08:20,833:	[Coach] >>> TEST  @Epoch: 299  >>> 
2023-09-22 16:08:22,879:	[Wall TIME] >>> ChiefCoach.train takes 2.045730 seconds ...
2023-09-22 16:08:23,900:	[Wall TIME] >>> ChiefCoach.valid takes 0.925233 seconds ...
2023-09-22 16:08:23,900:	[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.00989
2023-09-22 16:08:23,900:	[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0177 || HITRATE@5 Avg: 0.0533 || HITRATE@10 Avg: 0.0776 || NDCG@5 Avg: 0.0358 || NDCG@10 Avg: 0.0437
2023-09-22 16:08:23,900:	[Coach] >>> TEST  @Epoch: 300  >>> 
2023-09-22 16:08:25,423:	[Wall TIME] >>> ChiefCoach.train takes 1.522569 seconds ...
2023-09-22 16:08:25,506:	[Coach] >>> TRAIN @Epoch: 301  >>>  || LOSS Avg: 0.00959
2023-09-22 16:08:25,506:	[Coach] >>> VALID @Epoch: 301  >>> 
2023-09-22 16:08:25,506:	[Coach] >>> TEST  @Epoch: 301  >>> 
2023-09-22 16:08:27,258:	[Wall TIME] >>> ChiefCoach.train takes 1.751574 seconds ...
2023-09-22 16:08:27,335:	[Coach] >>> TRAIN @Epoch: 302  >>>  || LOSS Avg: 0.00976
2023-09-22 16:08:27,335:	[Coach] >>> VALID @Epoch: 302  >>> 
2023-09-22 16:08:27,336:	[Coach] >>> TEST  @Epoch: 302  >>> 
2023-09-22 16:08:29,046:	[Wall TIME] >>> ChiefCoach.train takes 1.710335 seconds ...
2023-09-22 16:08:29,118:	[Coach] >>> TRAIN @Epoch: 303  >>>  || LOSS Avg: 0.00971
2023-09-22 16:08:29,118:	[Coach] >>> VALID @Epoch: 303  >>> 
2023-09-22 16:08:29,118:	[Coach] >>> TEST  @Epoch: 303  >>> 
2023-09-22 16:08:30,565:	[Wall TIME] >>> ChiefCoach.train takes 1.447008 seconds ...
2023-09-22 16:08:30,627:	[Coach] >>> TRAIN @Epoch: 304  >>>  || LOSS Avg: 0.00956
2023-09-22 16:08:30,627:	[Coach] >>> VALID @Epoch: 304  >>> 
2023-09-22 16:08:30,627:	[Coach] >>> TEST  @Epoch: 304  >>> 
2023-09-22 16:08:32,494:	[Wall TIME] >>> ChiefCoach.train takes 1.866453 seconds ...
2023-09-22 16:08:33,470:	[Wall TIME] >>> ChiefCoach.valid takes 0.910697 seconds ...
2023-09-22 16:08:33,470:	[Coach] >>> TRAIN @Epoch: 305  >>>  || LOSS Avg: 0.00963
2023-09-22 16:08:33,471:	[Coach] >>> VALID @Epoch: 305  >>>  || HITRATE@1 Avg: 0.0173 || HITRATE@5 Avg: 0.0533 || HITRATE@10 Avg: 0.0777 || NDCG@5 Avg: 0.0354 || NDCG@10 Avg: 0.0433
2023-09-22 16:08:33,471:	[Coach] >>> TEST  @Epoch: 305  >>> 
2023-09-22 16:08:35,439:	[Wall TIME] >>> ChiefCoach.train takes 1.968344 seconds ...
2023-09-22 16:08:35,505:	[Coach] >>> TRAIN @Epoch: 306  >>>  || LOSS Avg: 0.00966
2023-09-22 16:08:35,505:	[Coach] >>> VALID @Epoch: 306  >>> 
2023-09-22 16:08:35,506:	[Coach] >>> TEST  @Epoch: 306  >>> 
2023-09-22 16:08:37,322:	[Wall TIME] >>> ChiefCoach.train takes 1.815997 seconds ...
2023-09-22 16:08:37,391:	[Coach] >>> TRAIN @Epoch: 307  >>>  || LOSS Avg: 0.00938
2023-09-22 16:08:37,391:	[Coach] >>> VALID @Epoch: 307  >>> 
2023-09-22 16:08:37,391:	[Coach] >>> TEST  @Epoch: 307  >>> 
2023-09-22 16:08:39,150:	[Wall TIME] >>> ChiefCoach.train takes 1.758624 seconds ...
2023-09-22 16:08:39,227:	[Coach] >>> TRAIN @Epoch: 308  >>>  || LOSS Avg: 0.00958
2023-09-22 16:08:39,227:	[Coach] >>> VALID @Epoch: 308  >>> 
2023-09-22 16:08:39,227:	[Coach] >>> TEST  @Epoch: 308  >>> 
2023-09-22 16:08:40,988:	[Wall TIME] >>> ChiefCoach.train takes 1.760562 seconds ...
2023-09-22 16:08:41,058:	[Coach] >>> TRAIN @Epoch: 309  >>>  || LOSS Avg: 0.00948
2023-09-22 16:08:41,058:	[Coach] >>> VALID @Epoch: 309  >>> 
2023-09-22 16:08:41,058:	[Coach] >>> TEST  @Epoch: 309  >>> 
2023-09-22 16:08:42,768:	[Wall TIME] >>> ChiefCoach.train takes 1.710312 seconds ...
2023-09-22 16:08:43,754:	[Wall TIME] >>> ChiefCoach.valid takes 0.921854 seconds ...
2023-09-22 16:08:43,755:	[Coach] >>> TRAIN @Epoch: 310  >>>  || LOSS Avg: 0.00951
2023-09-22 16:08:43,755:	[Coach] >>> VALID @Epoch: 310  >>>  || HITRATE@1 Avg: 0.0171 || HITRATE@5 Avg: 0.0543 || HITRATE@10 Avg: 0.0777 || NDCG@5 Avg: 0.0358 || NDCG@10 Avg: 0.0433
2023-09-22 16:08:43,755:	[Coach] >>> TEST  @Epoch: 310  >>> 
2023-09-22 16:08:45,302:	[Wall TIME] >>> ChiefCoach.train takes 1.546757 seconds ...
2023-09-22 16:08:45,371:	[Coach] >>> TRAIN @Epoch: 311  >>>  || LOSS Avg: 0.00959
2023-09-22 16:08:45,372:	[Coach] >>> VALID @Epoch: 311  >>> 
2023-09-22 16:08:45,372:	[Coach] >>> TEST  @Epoch: 311  >>> 
2023-09-22 16:08:46,980:	[Wall TIME] >>> ChiefCoach.train takes 1.607893 seconds ...
2023-09-22 16:08:47,042:	[Coach] >>> TRAIN @Epoch: 312  >>>  || LOSS Avg: 0.00952
2023-09-22 16:08:47,042:	[Coach] >>> VALID @Epoch: 312  >>> 
2023-09-22 16:08:47,042:	[Coach] >>> TEST  @Epoch: 312  >>> 
2023-09-22 16:08:48,538:	[Wall TIME] >>> ChiefCoach.train takes 1.495592 seconds ...
2023-09-22 16:08:48,826:	[Coach] >>> TRAIN @Epoch: 313  >>>  || LOSS Avg: 0.00972
2023-09-22 16:08:48,826:	[Coach] >>> VALID @Epoch: 313  >>> 
2023-09-22 16:08:48,826:	[Coach] >>> TEST  @Epoch: 313  >>> 
2023-09-22 16:08:50,477:	[Wall TIME] >>> ChiefCoach.train takes 1.650822 seconds ...
2023-09-22 16:08:50,543:	[Coach] >>> TRAIN @Epoch: 314  >>>  || LOSS Avg: 0.00984
2023-09-22 16:08:50,544:	[Coach] >>> VALID @Epoch: 314  >>> 
2023-09-22 16:08:50,544:	[Coach] >>> TEST  @Epoch: 314  >>> 
2023-09-22 16:08:52,202:	[Wall TIME] >>> ChiefCoach.train takes 1.658309 seconds ...
2023-09-22 16:08:53,283:	[Wall TIME] >>> ChiefCoach.valid takes 1.003485 seconds ...
2023-09-22 16:08:53,283:	[Coach] >>> TRAIN @Epoch: 315  >>>  || LOSS Avg: 0.00956
2023-09-22 16:08:53,283:	[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0172 || HITRATE@5 Avg: 0.0535 || HITRATE@10 Avg: 0.0771 || NDCG@5 Avg: 0.0355 || NDCG@10 Avg: 0.0432
2023-09-22 16:08:53,283:	[Coach] >>> TEST  @Epoch: 315  >>> 
2023-09-22 16:08:54,835:	[Wall TIME] >>> ChiefCoach.train takes 1.552016 seconds ...
2023-09-22 16:08:55,098:	[Coach] >>> TRAIN @Epoch: 316  >>>  || LOSS Avg: 0.00949
2023-09-22 16:08:55,099:	[Coach] >>> VALID @Epoch: 316  >>> 
2023-09-22 16:08:55,099:	[Coach] >>> TEST  @Epoch: 316  >>> 
2023-09-22 16:08:56,687:	[Wall TIME] >>> ChiefCoach.train takes 1.588136 seconds ...
2023-09-22 16:08:56,750:	[Coach] >>> TRAIN @Epoch: 317  >>>  || LOSS Avg: 0.00916
2023-09-22 16:08:56,750:	[Coach] >>> VALID @Epoch: 317  >>> 
2023-09-22 16:08:56,750:	[Coach] >>> TEST  @Epoch: 317  >>> 
2023-09-22 16:08:58,499:	[Wall TIME] >>> ChiefCoach.train takes 1.748712 seconds ...
2023-09-22 16:08:58,566:	[Coach] >>> TRAIN @Epoch: 318  >>>  || LOSS Avg: 0.00943
2023-09-22 16:08:58,566:	[Coach] >>> VALID @Epoch: 318  >>> 
2023-09-22 16:08:58,566:	[Coach] >>> TEST  @Epoch: 318  >>> 
2023-09-22 16:09:00,286:	[Wall TIME] >>> ChiefCoach.train takes 1.719078 seconds ...
2023-09-22 16:09:00,371:	[Coach] >>> TRAIN @Epoch: 319  >>>  || LOSS Avg: 0.00930
2023-09-22 16:09:00,371:	[Coach] >>> VALID @Epoch: 319  >>> 
2023-09-22 16:09:00,371:	[Coach] >>> TEST  @Epoch: 319  >>> 
2023-09-22 16:09:02,316:	[Wall TIME] >>> ChiefCoach.train takes 1.944296 seconds ...
2023-09-22 16:09:03,331:	[Wall TIME] >>> ChiefCoach.valid takes 0.951217 seconds ...
2023-09-22 16:09:03,332:	[Coach] >>> TRAIN @Epoch: 320  >>>  || LOSS Avg: 0.00908
2023-09-22 16:09:03,332:	[Coach] >>> VALID @Epoch: 320  >>>  || HITRATE@1 Avg: 0.0174 || HITRATE@5 Avg: 0.0539 || HITRATE@10 Avg: 0.0784 || NDCG@5 Avg: 0.0359 || NDCG@10 Avg: 0.0438
2023-09-22 16:09:03,332:	[Coach] >>> TEST  @Epoch: 320  >>> 
2023-09-22 16:09:04,991:	[Wall TIME] >>> ChiefCoach.train takes 1.659009 seconds ...
2023-09-22 16:09:05,061:	[Coach] >>> TRAIN @Epoch: 321  >>>  || LOSS Avg: 0.00919
2023-09-22 16:09:05,061:	[Coach] >>> VALID @Epoch: 321  >>> 
2023-09-22 16:09:05,061:	[Coach] >>> TEST  @Epoch: 321  >>> 
2023-09-22 16:09:06,735:	[Wall TIME] >>> ChiefCoach.train takes 1.673577 seconds ...
2023-09-22 16:09:06,801:	[Coach] >>> TRAIN @Epoch: 322  >>>  || LOSS Avg: 0.00902
2023-09-22 16:09:06,801:	[Coach] >>> VALID @Epoch: 322  >>> 
2023-09-22 16:09:06,801:	[Coach] >>> TEST  @Epoch: 322  >>> 
2023-09-22 16:09:08,503:	[Wall TIME] >>> ChiefCoach.train takes 1.702217 seconds ...
2023-09-22 16:09:08,570:	[Coach] >>> TRAIN @Epoch: 323  >>>  || LOSS Avg: 0.00932
2023-09-22 16:09:08,571:	[Coach] >>> VALID @Epoch: 323  >>> 
2023-09-22 16:09:08,571:	[Coach] >>> TEST  @Epoch: 323  >>> 
2023-09-22 16:09:10,341:	[Wall TIME] >>> ChiefCoach.train takes 1.770067 seconds ...
2023-09-22 16:09:10,410:	[Coach] >>> TRAIN @Epoch: 324  >>>  || LOSS Avg: 0.00947
2023-09-22 16:09:10,410:	[Coach] >>> VALID @Epoch: 324  >>> 
2023-09-22 16:09:10,410:	[Coach] >>> TEST  @Epoch: 324  >>> 
2023-09-22 16:09:12,060:	[Wall TIME] >>> ChiefCoach.train takes 1.649955 seconds ...
2023-09-22 16:09:13,179:	[Wall TIME] >>> ChiefCoach.valid takes 1.020190 seconds ...
2023-09-22 16:09:13,180:	[Coach] >>> TRAIN @Epoch: 325  >>>  || LOSS Avg: 0.00928
2023-09-22 16:09:13,180:	[Coach] >>> VALID @Epoch: 325  >>>  || HITRATE@1 Avg: 0.0174 || HITRATE@5 Avg: 0.0533 || HITRATE@10 Avg: 0.0787 || NDCG@5 Avg: 0.0357 || NDCG@10 Avg: 0.0439
2023-09-22 16:09:13,180:	[Coach] >>> TEST  @Epoch: 325  >>> 
2023-09-22 16:09:14,845:	[Wall TIME] >>> ChiefCoach.train takes 1.665363 seconds ...
2023-09-22 16:09:14,928:	[Coach] >>> TRAIN @Epoch: 326  >>>  || LOSS Avg: 0.00917
2023-09-22 16:09:14,928:	[Coach] >>> VALID @Epoch: 326  >>> 
2023-09-22 16:09:14,928:	[Coach] >>> TEST  @Epoch: 326  >>> 
2023-09-22 16:09:16,512:	[Wall TIME] >>> ChiefCoach.train takes 1.583687 seconds ...
2023-09-22 16:09:16,584:	[Coach] >>> TRAIN @Epoch: 327  >>>  || LOSS Avg: 0.00924
2023-09-22 16:09:16,584:	[Coach] >>> VALID @Epoch: 327  >>> 
2023-09-22 16:09:16,584:	[Coach] >>> TEST  @Epoch: 327  >>> 
2023-09-22 16:09:18,326:	[Wall TIME] >>> ChiefCoach.train takes 1.741260 seconds ...
2023-09-22 16:09:18,388:	[Coach] >>> TRAIN @Epoch: 328  >>>  || LOSS Avg: 0.00902
2023-09-22 16:09:18,388:	[Coach] >>> VALID @Epoch: 328  >>> 
2023-09-22 16:09:18,388:	[Coach] >>> TEST  @Epoch: 328  >>> 
2023-09-22 16:09:20,246:	[Wall TIME] >>> ChiefCoach.train takes 1.857812 seconds ...
2023-09-22 16:09:20,329:	[Coach] >>> TRAIN @Epoch: 329  >>>  || LOSS Avg: 0.00914
2023-09-22 16:09:20,329:	[Coach] >>> VALID @Epoch: 329  >>> 
2023-09-22 16:09:20,329:	[Coach] >>> TEST  @Epoch: 329  >>> 
2023-09-22 16:09:21,828:	[Wall TIME] >>> ChiefCoach.train takes 1.498754 seconds ...
2023-09-22 16:09:22,837:	[Wall TIME] >>> ChiefCoach.valid takes 0.943609 seconds ...
2023-09-22 16:09:22,837:	[Coach] >>> TRAIN @Epoch: 330  >>>  || LOSS Avg: 0.00916
2023-09-22 16:09:22,837:	[Coach] >>> VALID @Epoch: 330  >>>  || HITRATE@1 Avg: 0.0177 || HITRATE@5 Avg: 0.0531 || HITRATE@10 Avg: 0.0781 || NDCG@5 Avg: 0.0356 || NDCG@10 Avg: 0.0437
2023-09-22 16:09:22,837:	[Coach] >>> TEST  @Epoch: 330  >>> 
2023-09-22 16:09:24,640:	[Wall TIME] >>> ChiefCoach.train takes 1.802732 seconds ...
2023-09-22 16:09:24,705:	[Coach] >>> TRAIN @Epoch: 331  >>>  || LOSS Avg: 0.00904
2023-09-22 16:09:24,705:	[Coach] >>> VALID @Epoch: 331  >>> 
2023-09-22 16:09:24,705:	[Coach] >>> TEST  @Epoch: 331  >>> 
2023-09-22 16:09:26,421:	[Wall TIME] >>> ChiefCoach.train takes 1.716400 seconds ...
2023-09-22 16:09:26,489:	[Coach] >>> TRAIN @Epoch: 332  >>>  || LOSS Avg: 0.00902
2023-09-22 16:09:26,489:	[Coach] >>> VALID @Epoch: 332  >>> 
2023-09-22 16:09:26,489:	[Coach] >>> TEST  @Epoch: 332  >>> 
2023-09-22 16:09:28,215:	[Wall TIME] >>> ChiefCoach.train takes 1.725431 seconds ...
2023-09-22 16:09:28,287:	[Coach] >>> TRAIN @Epoch: 333  >>>  || LOSS Avg: 0.00911
2023-09-22 16:09:28,287:	[Coach] >>> VALID @Epoch: 333  >>> 
2023-09-22 16:09:28,287:	[Coach] >>> TEST  @Epoch: 333  >>> 
2023-09-22 16:09:29,969:	[Wall TIME] >>> ChiefCoach.train takes 1.681257 seconds ...
2023-09-22 16:09:30,090:	[Coach] >>> TRAIN @Epoch: 334  >>>  || LOSS Avg: 0.00897
2023-09-22 16:09:30,090:	[Coach] >>> VALID @Epoch: 334  >>> 
2023-09-22 16:09:30,090:	[Coach] >>> TEST  @Epoch: 334  >>> 
2023-09-22 16:09:31,896:	[Wall TIME] >>> ChiefCoach.train takes 1.805612 seconds ...
2023-09-22 16:09:33,062:	[Wall TIME] >>> ChiefCoach.valid takes 1.093529 seconds ...
2023-09-22 16:09:33,063:	[Coach] >>> TRAIN @Epoch: 335  >>>  || LOSS Avg: 0.00911
2023-09-22 16:09:33,063:	[Coach] >>> VALID @Epoch: 335  >>>  || HITRATE@1 Avg: 0.0170 || HITRATE@5 Avg: 0.0533 || HITRATE@10 Avg: 0.0789 || NDCG@5 Avg: 0.0355 || NDCG@10 Avg: 0.0437
2023-09-22 16:09:33,063:	[Coach] >>> TEST  @Epoch: 335  >>> 
2023-09-22 16:09:34,454:	[Wall TIME] >>> ChiefCoach.train takes 1.390588 seconds ...
2023-09-22 16:09:34,536:	[Coach] >>> TRAIN @Epoch: 336  >>>  || LOSS Avg: 0.00893
2023-09-22 16:09:34,536:	[Coach] >>> VALID @Epoch: 336  >>> 
2023-09-22 16:09:34,536:	[Coach] >>> TEST  @Epoch: 336  >>> 
2023-09-22 16:09:36,144:	[Wall TIME] >>> ChiefCoach.train takes 1.608026 seconds ...
2023-09-22 16:09:36,453:	[Coach] >>> TRAIN @Epoch: 337  >>>  || LOSS Avg: 0.00894
2023-09-22 16:09:36,453:	[Coach] >>> VALID @Epoch: 337  >>> 
2023-09-22 16:09:36,453:	[Coach] >>> TEST  @Epoch: 337  >>> 
2023-09-22 16:09:38,412:	[Wall TIME] >>> ChiefCoach.train takes 1.958765 seconds ...
2023-09-22 16:09:38,485:	[Coach] >>> TRAIN @Epoch: 338  >>>  || LOSS Avg: 0.00910
2023-09-22 16:09:38,485:	[Coach] >>> VALID @Epoch: 338  >>> 
2023-09-22 16:09:38,485:	[Coach] >>> TEST  @Epoch: 338  >>> 
2023-09-22 16:09:40,222:	[Wall TIME] >>> ChiefCoach.train takes 1.736804 seconds ...
2023-09-22 16:09:40,296:	[Coach] >>> TRAIN @Epoch: 339  >>>  || LOSS Avg: 0.00895
2023-09-22 16:09:40,296:	[Coach] >>> VALID @Epoch: 339  >>> 
2023-09-22 16:09:40,296:	[Coach] >>> TEST  @Epoch: 339  >>> 
2023-09-22 16:09:42,092:	[Wall TIME] >>> ChiefCoach.train takes 1.796125 seconds ...
2023-09-22 16:09:43,229:	[Wall TIME] >>> ChiefCoach.valid takes 0.930102 seconds ...
2023-09-22 16:09:43,229:	[Coach] >>> TRAIN @Epoch: 340  >>>  || LOSS Avg: 0.00884
2023-09-22 16:09:43,229:	[Coach] >>> VALID @Epoch: 340  >>>  || HITRATE@1 Avg: 0.0172 || HITRATE@5 Avg: 0.0534 || HITRATE@10 Avg: 0.0786 || NDCG@5 Avg: 0.0356 || NDCG@10 Avg: 0.0437
2023-09-22 16:09:43,229:	[Coach] >>> TEST  @Epoch: 340  >>> 
2023-09-22 16:09:45,071:	[Wall TIME] >>> ChiefCoach.train takes 1.841964 seconds ...
2023-09-22 16:09:45,139:	[Coach] >>> TRAIN @Epoch: 341  >>>  || LOSS Avg: 0.00870
2023-09-22 16:09:45,139:	[Coach] >>> VALID @Epoch: 341  >>> 
2023-09-22 16:09:45,139:	[Coach] >>> TEST  @Epoch: 341  >>> 
2023-09-22 16:09:46,764:	[Wall TIME] >>> ChiefCoach.train takes 1.625520 seconds ...
2023-09-22 16:09:46,858:	[Coach] >>> TRAIN @Epoch: 342  >>>  || LOSS Avg: 0.00884
2023-09-22 16:09:46,858:	[Coach] >>> VALID @Epoch: 342  >>> 
2023-09-22 16:09:46,858:	[Coach] >>> TEST  @Epoch: 342  >>> 
2023-09-22 16:09:48,415:	[Wall TIME] >>> ChiefCoach.train takes 1.557098 seconds ...
2023-09-22 16:09:48,487:	[Coach] >>> TRAIN @Epoch: 343  >>>  || LOSS Avg: 0.00898
2023-09-22 16:09:48,487:	[Coach] >>> VALID @Epoch: 343  >>> 
2023-09-22 16:09:48,487:	[Coach] >>> TEST  @Epoch: 343  >>> 
2023-09-22 16:09:50,473:	[Wall TIME] >>> ChiefCoach.train takes 1.985443 seconds ...
2023-09-22 16:09:50,544:	[Coach] >>> TRAIN @Epoch: 344  >>>  || LOSS Avg: 0.00908
2023-09-22 16:09:50,544:	[Coach] >>> VALID @Epoch: 344  >>> 
2023-09-22 16:09:50,545:	[Coach] >>> TEST  @Epoch: 344  >>> 
2023-09-22 16:09:52,210:	[Wall TIME] >>> ChiefCoach.train takes 1.665269 seconds ...
2023-09-22 16:09:53,310:	[Wall TIME] >>> ChiefCoach.valid takes 0.963871 seconds ...
2023-09-22 16:09:53,311:	[Coach] >>> TRAIN @Epoch: 345  >>>  || LOSS Avg: 0.00907
2023-09-22 16:09:53,311:	[Coach] >>> VALID @Epoch: 345  >>>  || HITRATE@1 Avg: 0.0168 || HITRATE@5 Avg: 0.0537 || HITRATE@10 Avg: 0.0785 || NDCG@5 Avg: 0.0357 || NDCG@10 Avg: 0.0437
2023-09-22 16:09:53,311:	[Coach] >>> TEST  @Epoch: 345  >>> 
2023-09-22 16:09:54,960:	[Wall TIME] >>> ChiefCoach.train takes 1.648871 seconds ...
2023-09-22 16:09:55,028:	[Coach] >>> TRAIN @Epoch: 346  >>>  || LOSS Avg: 0.00895
2023-09-22 16:09:55,028:	[Coach] >>> VALID @Epoch: 346  >>> 
2023-09-22 16:09:55,028:	[Coach] >>> TEST  @Epoch: 346  >>> 
2023-09-22 16:09:56,777:	[Wall TIME] >>> ChiefCoach.train takes 1.748792 seconds ...
2023-09-22 16:09:56,865:	[Coach] >>> TRAIN @Epoch: 347  >>>  || LOSS Avg: 0.00888
2023-09-22 16:09:56,865:	[Coach] >>> VALID @Epoch: 347  >>> 
2023-09-22 16:09:56,865:	[Coach] >>> TEST  @Epoch: 347  >>> 
2023-09-22 16:09:58,710:	[Wall TIME] >>> ChiefCoach.train takes 1.845317 seconds ...
2023-09-22 16:09:58,791:	[Coach] >>> TRAIN @Epoch: 348  >>>  || LOSS Avg: 0.00905
2023-09-22 16:09:58,791:	[Coach] >>> VALID @Epoch: 348  >>> 
2023-09-22 16:09:58,792:	[Coach] >>> TEST  @Epoch: 348  >>> 
2023-09-22 16:10:00,384:	[Wall TIME] >>> ChiefCoach.train takes 1.592074 seconds ...
2023-09-22 16:10:00,668:	[Coach] >>> TRAIN @Epoch: 349  >>>  || LOSS Avg: 0.00892
2023-09-22 16:10:00,929:	[Coach] >>> VALID @Epoch: 349  >>> 
2023-09-22 16:10:00,929:	[Coach] >>> TEST  @Epoch: 349  >>> 
2023-09-22 16:10:02,580:	[Wall TIME] >>> ChiefCoach.train takes 1.650827 seconds ...
2023-09-22 16:10:03,593:	[Wall TIME] >>> ChiefCoach.valid takes 0.946755 seconds ...
2023-09-22 16:10:03,593:	[Coach] >>> TRAIN @Epoch: 350  >>>  || LOSS Avg: 0.00882
2023-09-22 16:10:03,594:	[Coach] >>> VALID @Epoch: 350  >>>  || HITRATE@1 Avg: 0.0172 || HITRATE@5 Avg: 0.0531 || HITRATE@10 Avg: 0.0786 || NDCG@5 Avg: 0.0355 || NDCG@10 Avg: 0.0438
2023-09-22 16:10:03,594:	[Coach] >>> TEST  @Epoch: 350  >>> 
2023-09-22 16:10:05,345:	[Wall TIME] >>> ChiefCoach.train takes 1.751385 seconds ...
2023-09-22 16:10:05,408:	[Coach] >>> TRAIN @Epoch: 351  >>>  || LOSS Avg: 0.00878
2023-09-22 16:10:05,408:	[Coach] >>> VALID @Epoch: 351  >>> 
2023-09-22 16:10:05,408:	[Coach] >>> TEST  @Epoch: 351  >>> 
2023-09-22 16:10:07,144:	[Wall TIME] >>> ChiefCoach.train takes 1.736035 seconds ...
2023-09-22 16:10:07,207:	[Coach] >>> TRAIN @Epoch: 352  >>>  || LOSS Avg: 0.00887
2023-09-22 16:10:07,207:	[Coach] >>> VALID @Epoch: 352  >>> 
2023-09-22 16:10:07,208:	[Coach] >>> TEST  @Epoch: 352  >>> 
2023-09-22 16:10:08,735:	[Wall TIME] >>> ChiefCoach.train takes 1.527261 seconds ...
2023-09-22 16:10:08,964:	[Coach] >>> TRAIN @Epoch: 353  >>>  || LOSS Avg: 0.00866
2023-09-22 16:10:08,964:	[Coach] >>> VALID @Epoch: 353  >>> 
2023-09-22 16:10:08,964:	[Coach] >>> TEST  @Epoch: 353  >>> 
2023-09-22 16:10:10,449:	[Wall TIME] >>> ChiefCoach.train takes 1.484324 seconds ...
2023-09-22 16:10:10,563:	[Coach] >>> TRAIN @Epoch: 354  >>>  || LOSS Avg: 0.00868
2023-09-22 16:10:10,563:	[Coach] >>> VALID @Epoch: 354  >>> 
2023-09-22 16:10:10,563:	[Coach] >>> TEST  @Epoch: 354  >>> 
2023-09-22 16:10:12,268:	[Wall TIME] >>> ChiefCoach.train takes 1.704875 seconds ...
2023-09-22 16:10:13,195:	[Wall TIME] >>> ChiefCoach.valid takes 0.857468 seconds ...
2023-09-22 16:10:13,196:	[Coach] >>> TRAIN @Epoch: 355  >>>  || LOSS Avg: 0.00875
2023-09-22 16:10:13,196:	[Coach] >>> VALID @Epoch: 355  >>>  || HITRATE@1 Avg: 0.0170 || HITRATE@5 Avg: 0.0536 || HITRATE@10 Avg: 0.0790 || NDCG@5 Avg: 0.0357 || NDCG@10 Avg: 0.0439
2023-09-22 16:10:13,196:	[Coach] >>> TEST  @Epoch: 355  >>> 
2023-09-22 16:10:14,734:	[Wall TIME] >>> ChiefCoach.train takes 1.538246 seconds ...
2023-09-22 16:10:14,799:	[Coach] >>> TRAIN @Epoch: 356  >>>  || LOSS Avg: 0.00885
2023-09-22 16:10:14,799:	[Coach] >>> VALID @Epoch: 356  >>> 
2023-09-22 16:10:14,799:	[Coach] >>> TEST  @Epoch: 356  >>> 
2023-09-22 16:10:16,489:	[Wall TIME] >>> ChiefCoach.train takes 1.690402 seconds ...
2023-09-22 16:10:16,577:	[Coach] >>> TRAIN @Epoch: 357  >>>  || LOSS Avg: 0.00887
2023-09-22 16:10:16,577:	[Coach] >>> VALID @Epoch: 357  >>> 
2023-09-22 16:10:16,578:	[Coach] >>> TEST  @Epoch: 357  >>> 
2023-09-22 16:10:18,348:	[Wall TIME] >>> ChiefCoach.train takes 1.770391 seconds ...
2023-09-22 16:10:18,411:	[Coach] >>> TRAIN @Epoch: 358  >>>  || LOSS Avg: 0.00877
2023-09-22 16:10:18,411:	[Coach] >>> VALID @Epoch: 358  >>> 
2023-09-22 16:10:18,411:	[Coach] >>> TEST  @Epoch: 358  >>> 
2023-09-22 16:10:20,027:	[Wall TIME] >>> ChiefCoach.train takes 1.615896 seconds ...
2023-09-22 16:10:20,158:	[Coach] >>> TRAIN @Epoch: 359  >>>  || LOSS Avg: 0.00887
2023-09-22 16:10:20,158:	[Coach] >>> VALID @Epoch: 359  >>> 
2023-09-22 16:10:20,158:	[Coach] >>> TEST  @Epoch: 359  >>> 
2023-09-22 16:10:21,882:	[Wall TIME] >>> ChiefCoach.train takes 1.723290 seconds ...
2023-09-22 16:10:22,856:	[Wall TIME] >>> ChiefCoach.valid takes 0.896613 seconds ...
2023-09-22 16:10:22,856:	[Coach] >>> Better ***NDCG@10*** of ***0.0443*** 
2023-09-22 16:10:22,876:	[Coach] >>> TRAIN @Epoch: 360  >>>  || LOSS Avg: 0.00868
2023-09-22 16:10:22,876:	[Coach] >>> VALID @Epoch: 360  >>>  || HITRATE@1 Avg: 0.0175 || HITRATE@5 Avg: 0.0547 || HITRATE@10 Avg: 0.0795 || NDCG@5 Avg: 0.0363 || NDCG@10 Avg: 0.0443
2023-09-22 16:10:22,876:	[Coach] >>> TEST  @Epoch: 360  >>> 
2023-09-22 16:10:24,541:	[Wall TIME] >>> ChiefCoach.train takes 1.664911 seconds ...
2023-09-22 16:10:24,603:	[Coach] >>> TRAIN @Epoch: 361  >>>  || LOSS Avg: 0.00865
2023-09-22 16:10:24,603:	[Coach] >>> VALID @Epoch: 361  >>> 
2023-09-22 16:10:24,603:	[Coach] >>> TEST  @Epoch: 361  >>> 
2023-09-22 16:10:26,049:	[Wall TIME] >>> ChiefCoach.train takes 1.445169 seconds ...
2023-09-22 16:10:26,164:	[Coach] >>> TRAIN @Epoch: 362  >>>  || LOSS Avg: 0.00856
2023-09-22 16:10:26,164:	[Coach] >>> VALID @Epoch: 362  >>> 
2023-09-22 16:10:26,164:	[Coach] >>> TEST  @Epoch: 362  >>> 
2023-09-22 16:10:27,896:	[Wall TIME] >>> ChiefCoach.train takes 1.731072 seconds ...
2023-09-22 16:10:27,964:	[Coach] >>> TRAIN @Epoch: 363  >>>  || LOSS Avg: 0.00875
2023-09-22 16:10:27,964:	[Coach] >>> VALID @Epoch: 363  >>> 
2023-09-22 16:10:27,964:	[Coach] >>> TEST  @Epoch: 363  >>> 
2023-09-22 16:10:29,767:	[Wall TIME] >>> ChiefCoach.train takes 1.802244 seconds ...
2023-09-22 16:10:29,832:	[Coach] >>> TRAIN @Epoch: 364  >>>  || LOSS Avg: 0.00859
2023-09-22 16:10:29,832:	[Coach] >>> VALID @Epoch: 364  >>> 
2023-09-22 16:10:29,832:	[Coach] >>> TEST  @Epoch: 364  >>> 
2023-09-22 16:10:31,400:	[Wall TIME] >>> ChiefCoach.train takes 1.567569 seconds ...
2023-09-22 16:10:32,348:	[Wall TIME] >>> ChiefCoach.valid takes 0.882469 seconds ...
2023-09-22 16:10:32,348:	[Coach] >>> TRAIN @Epoch: 365  >>>  || LOSS Avg: 0.00854
2023-09-22 16:10:32,348:	[Coach] >>> VALID @Epoch: 365  >>>  || HITRATE@1 Avg: 0.0174 || HITRATE@5 Avg: 0.0538 || HITRATE@10 Avg: 0.0791 || NDCG@5 Avg: 0.0359 || NDCG@10 Avg: 0.0441
2023-09-22 16:10:32,348:	[Coach] >>> TEST  @Epoch: 365  >>> 
2023-09-22 16:10:33,933:	[Wall TIME] >>> ChiefCoach.train takes 1.584793 seconds ...
2023-09-22 16:10:34,045:	[Coach] >>> TRAIN @Epoch: 366  >>>  || LOSS Avg: 0.00839
2023-09-22 16:10:34,045:	[Coach] >>> VALID @Epoch: 366  >>> 
2023-09-22 16:10:34,045:	[Coach] >>> TEST  @Epoch: 366  >>> 
2023-09-22 16:10:35,609:	[Wall TIME] >>> ChiefCoach.train takes 1.563996 seconds ...
2023-09-22 16:10:35,733:	[Coach] >>> TRAIN @Epoch: 367  >>>  || LOSS Avg: 0.00846
2023-09-22 16:10:35,733:	[Coach] >>> VALID @Epoch: 367  >>> 
2023-09-22 16:10:35,733:	[Coach] >>> TEST  @Epoch: 367  >>> 
2023-09-22 16:10:37,343:	[Wall TIME] >>> ChiefCoach.train takes 1.609889 seconds ...
2023-09-22 16:10:37,420:	[Coach] >>> TRAIN @Epoch: 368  >>>  || LOSS Avg: 0.00838
2023-09-22 16:10:37,420:	[Coach] >>> VALID @Epoch: 368  >>> 
2023-09-22 16:10:37,420:	[Coach] >>> TEST  @Epoch: 368  >>> 
2023-09-22 16:10:39,126:	[Wall TIME] >>> ChiefCoach.train takes 1.705762 seconds ...
2023-09-22 16:10:39,196:	[Coach] >>> TRAIN @Epoch: 369  >>>  || LOSS Avg: 0.00832
2023-09-22 16:10:39,196:	[Coach] >>> VALID @Epoch: 369  >>> 
2023-09-22 16:10:39,196:	[Coach] >>> TEST  @Epoch: 369  >>> 
2023-09-22 16:10:40,823:	[Wall TIME] >>> ChiefCoach.train takes 1.626750 seconds ...
2023-09-22 16:10:41,818:	[Wall TIME] >>> ChiefCoach.valid takes 0.918050 seconds ...
2023-09-22 16:10:41,818:	[Coach] >>> Better ***NDCG@10*** of ***0.0445*** 
2023-09-22 16:10:41,898:	[Coach] >>> TRAIN @Epoch: 370  >>>  || LOSS Avg: 0.00858
2023-09-22 16:10:41,899:	[Coach] >>> VALID @Epoch: 370  >>>  || HITRATE@1 Avg: 0.0177 || HITRATE@5 Avg: 0.0535 || HITRATE@10 Avg: 0.0802 || NDCG@5 Avg: 0.0359 || NDCG@10 Avg: 0.0445
2023-09-22 16:10:41,899:	[Coach] >>> TEST  @Epoch: 370  >>> 
2023-09-22 16:10:44,100:	[Wall TIME] >>> ChiefCoach.train takes 2.201134 seconds ...
2023-09-22 16:10:44,190:	[Coach] >>> TRAIN @Epoch: 371  >>>  || LOSS Avg: 0.00847
2023-09-22 16:10:44,190:	[Coach] >>> VALID @Epoch: 371  >>> 
2023-09-22 16:10:44,190:	[Coach] >>> TEST  @Epoch: 371  >>> 
2023-09-22 16:10:45,791:	[Wall TIME] >>> ChiefCoach.train takes 1.601010 seconds ...
2023-09-22 16:10:46,070:	[Coach] >>> TRAIN @Epoch: 372  >>>  || LOSS Avg: 0.00851
2023-09-22 16:10:46,070:	[Coach] >>> VALID @Epoch: 372  >>> 
2023-09-22 16:10:46,070:	[Coach] >>> TEST  @Epoch: 372  >>> 
2023-09-22 16:10:47,669:	[Wall TIME] >>> ChiefCoach.train takes 1.599046 seconds ...
2023-09-22 16:10:47,850:	[Coach] >>> TRAIN @Epoch: 373  >>>  || LOSS Avg: 0.00840
2023-09-22 16:10:47,850:	[Coach] >>> VALID @Epoch: 373  >>> 
2023-09-22 16:10:47,850:	[Coach] >>> TEST  @Epoch: 373  >>> 
2023-09-22 16:10:49,545:	[Wall TIME] >>> ChiefCoach.train takes 1.695204 seconds ...
2023-09-22 16:10:49,609:	[Coach] >>> TRAIN @Epoch: 374  >>>  || LOSS Avg: 0.00856
2023-09-22 16:10:49,609:	[Coach] >>> VALID @Epoch: 374  >>> 
2023-09-22 16:10:49,609:	[Coach] >>> TEST  @Epoch: 374  >>> 
2023-09-22 16:10:51,335:	[Wall TIME] >>> ChiefCoach.train takes 1.726422 seconds ...
2023-09-22 16:10:52,366:	[Wall TIME] >>> ChiefCoach.valid takes 0.948931 seconds ...
2023-09-22 16:10:52,367:	[Coach] >>> Better ***NDCG@10*** of ***0.0449*** 
2023-09-22 16:10:52,387:	[Coach] >>> TRAIN @Epoch: 375  >>>  || LOSS Avg: 0.00841
2023-09-22 16:10:52,387:	[Coach] >>> VALID @Epoch: 375  >>>  || HITRATE@1 Avg: 0.0178 || HITRATE@5 Avg: 0.0543 || HITRATE@10 Avg: 0.0813 || NDCG@5 Avg: 0.0362 || NDCG@10 Avg: 0.0449
2023-09-22 16:10:52,387:	[Coach] >>> TEST  @Epoch: 375  >>> 
2023-09-22 16:10:54,131:	[Wall TIME] >>> ChiefCoach.train takes 1.743381 seconds ...
2023-09-22 16:10:54,328:	[Coach] >>> TRAIN @Epoch: 376  >>>  || LOSS Avg: 0.00843
2023-09-22 16:10:54,328:	[Coach] >>> VALID @Epoch: 376  >>> 
2023-09-22 16:10:54,328:	[Coach] >>> TEST  @Epoch: 376  >>> 
2023-09-22 16:10:56,107:	[Wall TIME] >>> ChiefCoach.train takes 1.778826 seconds ...
2023-09-22 16:10:56,274:	[Coach] >>> TRAIN @Epoch: 377  >>>  || LOSS Avg: 0.00852
2023-09-22 16:10:56,274:	[Coach] >>> VALID @Epoch: 377  >>> 
2023-09-22 16:10:56,274:	[Coach] >>> TEST  @Epoch: 377  >>> 
2023-09-22 16:10:58,061:	[Wall TIME] >>> ChiefCoach.train takes 1.787215 seconds ...
2023-09-22 16:10:58,237:	[Coach] >>> TRAIN @Epoch: 378  >>>  || LOSS Avg: 0.00850
2023-09-22 16:10:58,237:	[Coach] >>> VALID @Epoch: 378  >>> 
2023-09-22 16:10:58,237:	[Coach] >>> TEST  @Epoch: 378  >>> 
2023-09-22 16:11:00,178:	[Wall TIME] >>> ChiefCoach.train takes 1.941256 seconds ...
2023-09-22 16:11:00,245:	[Coach] >>> TRAIN @Epoch: 379  >>>  || LOSS Avg: 0.00855
2023-09-22 16:11:00,245:	[Coach] >>> VALID @Epoch: 379  >>> 
2023-09-22 16:11:00,246:	[Coach] >>> TEST  @Epoch: 379  >>> 
2023-09-22 16:11:01,772:	[Wall TIME] >>> ChiefCoach.train takes 1.526514 seconds ...
2023-09-22 16:11:02,781:	[Wall TIME] >>> ChiefCoach.valid takes 0.905818 seconds ...
2023-09-22 16:11:02,781:	[Coach] >>> Better ***NDCG@10*** of ***0.0452*** 
2023-09-22 16:11:02,804:	[Coach] >>> TRAIN @Epoch: 380  >>>  || LOSS Avg: 0.00840
2023-09-22 16:11:02,805:	[Coach] >>> VALID @Epoch: 380  >>>  || HITRATE@1 Avg: 0.0181 || HITRATE@5 Avg: 0.0543 || HITRATE@10 Avg: 0.0813 || NDCG@5 Avg: 0.0364 || NDCG@10 Avg: 0.0452
2023-09-22 16:11:02,805:	[Coach] >>> TEST  @Epoch: 380  >>> 
2023-09-22 16:11:04,382:	[Wall TIME] >>> ChiefCoach.train takes 1.577483 seconds ...
2023-09-22 16:11:04,726:	[Coach] >>> TRAIN @Epoch: 381  >>>  || LOSS Avg: 0.00837
2023-09-22 16:11:04,726:	[Coach] >>> VALID @Epoch: 381  >>> 
2023-09-22 16:11:04,726:	[Coach] >>> TEST  @Epoch: 381  >>> 
2023-09-22 16:11:06,192:	[Wall TIME] >>> ChiefCoach.train takes 1.465026 seconds ...
2023-09-22 16:11:06,307:	[Coach] >>> TRAIN @Epoch: 382  >>>  || LOSS Avg: 0.00852
2023-09-22 16:11:06,307:	[Coach] >>> VALID @Epoch: 382  >>> 
2023-09-22 16:11:06,307:	[Coach] >>> TEST  @Epoch: 382  >>> 
2023-09-22 16:11:07,744:	[Wall TIME] >>> ChiefCoach.train takes 1.436594 seconds ...
2023-09-22 16:11:07,830:	[Coach] >>> TRAIN @Epoch: 383  >>>  || LOSS Avg: 0.00826
2023-09-22 16:11:07,830:	[Coach] >>> VALID @Epoch: 383  >>> 
2023-09-22 16:11:07,830:	[Coach] >>> TEST  @Epoch: 383  >>> 
2023-09-22 16:11:09,472:	[Wall TIME] >>> ChiefCoach.train takes 1.641669 seconds ...
2023-09-22 16:11:09,965:	[Coach] >>> TRAIN @Epoch: 384  >>>  || LOSS Avg: 0.00810
2023-09-22 16:11:09,965:	[Coach] >>> VALID @Epoch: 384  >>> 
2023-09-22 16:11:09,965:	[Coach] >>> TEST  @Epoch: 384  >>> 
2023-09-22 16:11:11,696:	[Wall TIME] >>> ChiefCoach.train takes 1.731117 seconds ...
2023-09-22 16:11:12,666:	[Wall TIME] >>> ChiefCoach.valid takes 0.906998 seconds ...
2023-09-22 16:11:12,667:	[Coach] >>> TRAIN @Epoch: 385  >>>  || LOSS Avg: 0.00842
2023-09-22 16:11:12,667:	[Coach] >>> VALID @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0181 || HITRATE@5 Avg: 0.0540 || HITRATE@10 Avg: 0.0810 || NDCG@5 Avg: 0.0363 || NDCG@10 Avg: 0.0450
2023-09-22 16:11:12,667:	[Coach] >>> TEST  @Epoch: 385  >>> 
2023-09-22 16:11:14,506:	[Wall TIME] >>> ChiefCoach.train takes 1.839296 seconds ...
2023-09-22 16:11:14,603:	[Coach] >>> TRAIN @Epoch: 386  >>>  || LOSS Avg: 0.00830
2023-09-22 16:11:14,603:	[Coach] >>> VALID @Epoch: 386  >>> 
2023-09-22 16:11:14,603:	[Coach] >>> TEST  @Epoch: 386  >>> 
2023-09-22 16:11:16,392:	[Wall TIME] >>> ChiefCoach.train takes 1.788868 seconds ...
2023-09-22 16:11:16,576:	[Coach] >>> TRAIN @Epoch: 387  >>>  || LOSS Avg: 0.00828
2023-09-22 16:11:16,576:	[Coach] >>> VALID @Epoch: 387  >>> 
2023-09-22 16:11:16,576:	[Coach] >>> TEST  @Epoch: 387  >>> 
2023-09-22 16:11:18,482:	[Wall TIME] >>> ChiefCoach.train takes 1.906130 seconds ...
2023-09-22 16:11:18,647:	[Coach] >>> TRAIN @Epoch: 388  >>>  || LOSS Avg: 0.00828
2023-09-22 16:11:18,647:	[Coach] >>> VALID @Epoch: 388  >>> 
2023-09-22 16:11:18,647:	[Coach] >>> TEST  @Epoch: 388  >>> 
2023-09-22 16:11:20,383:	[Wall TIME] >>> ChiefCoach.train takes 1.735217 seconds ...
2023-09-22 16:11:20,452:	[Coach] >>> TRAIN @Epoch: 389  >>>  || LOSS Avg: 0.00811
2023-09-22 16:11:20,452:	[Coach] >>> VALID @Epoch: 389  >>> 
2023-09-22 16:11:20,452:	[Coach] >>> TEST  @Epoch: 389  >>> 
2023-09-22 16:11:22,450:	[Wall TIME] >>> ChiefCoach.train takes 1.997337 seconds ...
2023-09-22 16:11:23,521:	[Wall TIME] >>> ChiefCoach.valid takes 1.003353 seconds ...
2023-09-22 16:11:23,522:	[Coach] >>> TRAIN @Epoch: 390  >>>  || LOSS Avg: 0.00831
2023-09-22 16:11:23,522:	[Coach] >>> VALID @Epoch: 390  >>>  || HITRATE@1 Avg: 0.0178 || HITRATE@5 Avg: 0.0537 || HITRATE@10 Avg: 0.0808 || NDCG@5 Avg: 0.0361 || NDCG@10 Avg: 0.0449
2023-09-22 16:11:23,522:	[Coach] >>> TEST  @Epoch: 390  >>> 
2023-09-22 16:11:25,374:	[Wall TIME] >>> ChiefCoach.train takes 1.852217 seconds ...
2023-09-22 16:11:25,455:	[Coach] >>> TRAIN @Epoch: 391  >>>  || LOSS Avg: 0.00836
2023-09-22 16:11:25,456:	[Coach] >>> VALID @Epoch: 391  >>> 
2023-09-22 16:11:25,456:	[Coach] >>> TEST  @Epoch: 391  >>> 
2023-09-22 16:11:27,070:	[Wall TIME] >>> ChiefCoach.train takes 1.614505 seconds ...
2023-09-22 16:11:27,137:	[Coach] >>> TRAIN @Epoch: 392  >>>  || LOSS Avg: 0.00810
2023-09-22 16:11:27,137:	[Coach] >>> VALID @Epoch: 392  >>> 
2023-09-22 16:11:27,137:	[Coach] >>> TEST  @Epoch: 392  >>> 
2023-09-22 16:11:28,548:	[Wall TIME] >>> ChiefCoach.train takes 1.410794 seconds ...
2023-09-22 16:11:28,718:	[Coach] >>> TRAIN @Epoch: 393  >>>  || LOSS Avg: 0.00848
2023-09-22 16:11:28,718:	[Coach] >>> VALID @Epoch: 393  >>> 
2023-09-22 16:11:28,718:	[Coach] >>> TEST  @Epoch: 393  >>> 
2023-09-22 16:11:30,404:	[Wall TIME] >>> ChiefCoach.train takes 1.685871 seconds ...
2023-09-22 16:11:30,466:	[Coach] >>> TRAIN @Epoch: 394  >>>  || LOSS Avg: 0.00830
2023-09-22 16:11:30,466:	[Coach] >>> VALID @Epoch: 394  >>> 
2023-09-22 16:11:30,466:	[Coach] >>> TEST  @Epoch: 394  >>> 
2023-09-22 16:11:31,989:	[Wall TIME] >>> ChiefCoach.train takes 1.522869 seconds ...
2023-09-22 16:11:32,977:	[Wall TIME] >>> ChiefCoach.valid takes 0.900517 seconds ...
2023-09-22 16:11:32,977:	[Coach] >>> Better ***NDCG@10*** of ***0.0453*** 
2023-09-22 16:11:33,109:	[Coach] >>> TRAIN @Epoch: 395  >>>  || LOSS Avg: 0.00820
2023-09-22 16:11:33,109:	[Coach] >>> VALID @Epoch: 395  >>>  || HITRATE@1 Avg: 0.0179 || HITRATE@5 Avg: 0.0541 || HITRATE@10 Avg: 0.0821 || NDCG@5 Avg: 0.0363 || NDCG@10 Avg: 0.0453
2023-09-22 16:11:33,109:	[Coach] >>> TEST  @Epoch: 395  >>> 
2023-09-22 16:11:34,883:	[Wall TIME] >>> ChiefCoach.train takes 1.774065 seconds ...
2023-09-22 16:11:34,949:	[Coach] >>> TRAIN @Epoch: 396  >>>  || LOSS Avg: 0.00805
2023-09-22 16:11:34,949:	[Coach] >>> VALID @Epoch: 396  >>> 
2023-09-22 16:11:34,949:	[Coach] >>> TEST  @Epoch: 396  >>> 
2023-09-22 16:11:36,493:	[Wall TIME] >>> ChiefCoach.train takes 1.544334 seconds ...
2023-09-22 16:11:36,667:	[Coach] >>> TRAIN @Epoch: 397  >>>  || LOSS Avg: 0.00816
2023-09-22 16:11:36,667:	[Coach] >>> VALID @Epoch: 397  >>> 
2023-09-22 16:11:36,667:	[Coach] >>> TEST  @Epoch: 397  >>> 
2023-09-22 16:11:38,486:	[Wall TIME] >>> ChiefCoach.train takes 1.818810 seconds ...
2023-09-22 16:11:38,551:	[Coach] >>> TRAIN @Epoch: 398  >>>  || LOSS Avg: 0.00824
2023-09-22 16:11:38,551:	[Coach] >>> VALID @Epoch: 398  >>> 
2023-09-22 16:11:38,551:	[Coach] >>> TEST  @Epoch: 398  >>> 
2023-09-22 16:11:40,119:	[Wall TIME] >>> ChiefCoach.train takes 1.567066 seconds ...
2023-09-22 16:11:40,237:	[Coach] >>> TRAIN @Epoch: 399  >>>  || LOSS Avg: 0.00827
2023-09-22 16:11:40,237:	[Coach] >>> VALID @Epoch: 399  >>> 
2023-09-22 16:11:40,237:	[Coach] >>> TEST  @Epoch: 399  >>> 
2023-09-22 16:11:41,981:	[Wall TIME] >>> ChiefCoach.train takes 1.743256 seconds ...
2023-09-22 16:11:43,039:	[Wall TIME] >>> ChiefCoach.valid takes 0.967463 seconds ...
2023-09-22 16:11:43,040:	[Coach] >>> TRAIN @Epoch: 400  >>>  || LOSS Avg: 0.00814
2023-09-22 16:11:43,040:	[Coach] >>> VALID @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0183 || HITRATE@5 Avg: 0.0535 || HITRATE@10 Avg: 0.0811 || NDCG@5 Avg: 0.0362 || NDCG@10 Avg: 0.0452
2023-09-22 16:11:43,040:	[Coach] >>> TEST  @Epoch: 400  >>> 
2023-09-22 16:11:44,708:	[Wall TIME] >>> ChiefCoach.train takes 1.667549 seconds ...
2023-09-22 16:11:44,788:	[Coach] >>> TRAIN @Epoch: 401  >>>  || LOSS Avg: 0.00809
2023-09-22 16:11:44,788:	[Coach] >>> VALID @Epoch: 401  >>> 
2023-09-22 16:11:44,788:	[Coach] >>> TEST  @Epoch: 401  >>> 
2023-09-22 16:11:46,593:	[Wall TIME] >>> ChiefCoach.train takes 1.805000 seconds ...
2023-09-22 16:11:46,757:	[Coach] >>> TRAIN @Epoch: 402  >>>  || LOSS Avg: 0.00793
2023-09-22 16:11:46,757:	[Coach] >>> VALID @Epoch: 402  >>> 
2023-09-22 16:11:46,757:	[Coach] >>> TEST  @Epoch: 402  >>> 
2023-09-22 16:11:48,487:	[Wall TIME] >>> ChiefCoach.train takes 1.729307 seconds ...
2023-09-22 16:11:48,609:	[Coach] >>> TRAIN @Epoch: 403  >>>  || LOSS Avg: 0.00799
2023-09-22 16:11:48,610:	[Coach] >>> VALID @Epoch: 403  >>> 
2023-09-22 16:11:48,610:	[Coach] >>> TEST  @Epoch: 403  >>> 
2023-09-22 16:11:50,543:	[Wall TIME] >>> ChiefCoach.train takes 1.933189 seconds ...
2023-09-22 16:11:50,608:	[Coach] >>> TRAIN @Epoch: 404  >>>  || LOSS Avg: 0.00813
2023-09-22 16:11:50,608:	[Coach] >>> VALID @Epoch: 404  >>> 
2023-09-22 16:11:50,608:	[Coach] >>> TEST  @Epoch: 404  >>> 
2023-09-22 16:11:52,362:	[Wall TIME] >>> ChiefCoach.train takes 1.753057 seconds ...
2023-09-22 16:11:53,298:	[Wall TIME] >>> ChiefCoach.valid takes 0.875054 seconds ...
2023-09-22 16:11:53,298:	[Coach] >>> TRAIN @Epoch: 405  >>>  || LOSS Avg: 0.00820
2023-09-22 16:11:53,298:	[Coach] >>> VALID @Epoch: 405  >>>  || HITRATE@1 Avg: 0.0181 || HITRATE@5 Avg: 0.0549 || HITRATE@10 Avg: 0.0810 || NDCG@5 Avg: 0.0366 || NDCG@10 Avg: 0.0450
2023-09-22 16:11:53,298:	[Coach] >>> TEST  @Epoch: 405  >>> 
2023-09-22 16:11:55,243:	[Wall TIME] >>> ChiefCoach.train takes 1.944977 seconds ...
2023-09-22 16:11:55,319:	[Coach] >>> TRAIN @Epoch: 406  >>>  || LOSS Avg: 0.00817
2023-09-22 16:11:55,319:	[Coach] >>> VALID @Epoch: 406  >>> 
2023-09-22 16:11:55,320:	[Coach] >>> TEST  @Epoch: 406  >>> 
2023-09-22 16:11:57,499:	[Wall TIME] >>> ChiefCoach.train takes 2.179495 seconds ...
2023-09-22 16:11:57,568:	[Coach] >>> TRAIN @Epoch: 407  >>>  || LOSS Avg: 0.00838
2023-09-22 16:11:57,568:	[Coach] >>> VALID @Epoch: 407  >>> 
2023-09-22 16:11:57,568:	[Coach] >>> TEST  @Epoch: 407  >>> 
2023-09-22 16:11:59,567:	[Wall TIME] >>> ChiefCoach.train takes 1.998643 seconds ...
2023-09-22 16:11:59,637:	[Coach] >>> TRAIN @Epoch: 408  >>>  || LOSS Avg: 0.00815
2023-09-22 16:11:59,637:	[Coach] >>> VALID @Epoch: 408  >>> 
2023-09-22 16:11:59,637:	[Coach] >>> TEST  @Epoch: 408  >>> 
2023-09-22 16:12:01,474:	[Wall TIME] >>> ChiefCoach.train takes 1.836586 seconds ...
2023-09-22 16:12:01,540:	[Coach] >>> TRAIN @Epoch: 409  >>>  || LOSS Avg: 0.00800
2023-09-22 16:12:01,541:	[Coach] >>> VALID @Epoch: 409  >>> 
2023-09-22 16:12:01,541:	[Coach] >>> TEST  @Epoch: 409  >>> 
2023-09-22 16:12:03,235:	[Wall TIME] >>> ChiefCoach.train takes 1.694391 seconds ...
2023-09-22 16:12:04,356:	[Wall TIME] >>> ChiefCoach.valid takes 0.900819 seconds ...
2023-09-22 16:12:04,356:	[Coach] >>> TRAIN @Epoch: 410  >>>  || LOSS Avg: 0.00808
2023-09-22 16:12:04,356:	[Coach] >>> VALID @Epoch: 410  >>>  || HITRATE@1 Avg: 0.0180 || HITRATE@5 Avg: 0.0546 || HITRATE@10 Avg: 0.0820 || NDCG@5 Avg: 0.0364 || NDCG@10 Avg: 0.0452
2023-09-22 16:12:04,356:	[Coach] >>> TEST  @Epoch: 410  >>> 
2023-09-22 16:12:05,916:	[Wall TIME] >>> ChiefCoach.train takes 1.559992 seconds ...
2023-09-22 16:12:05,980:	[Coach] >>> TRAIN @Epoch: 411  >>>  || LOSS Avg: 0.00811
2023-09-22 16:12:05,980:	[Coach] >>> VALID @Epoch: 411  >>> 
2023-09-22 16:12:05,980:	[Coach] >>> TEST  @Epoch: 411  >>> 
2023-09-22 16:12:07,964:	[Wall TIME] >>> ChiefCoach.train takes 1.983534 seconds ...
2023-09-22 16:12:08,027:	[Coach] >>> TRAIN @Epoch: 412  >>>  || LOSS Avg: 0.00808
2023-09-22 16:12:08,027:	[Coach] >>> VALID @Epoch: 412  >>> 
2023-09-22 16:12:08,028:	[Coach] >>> TEST  @Epoch: 412  >>> 
2023-09-22 16:12:09,635:	[Wall TIME] >>> ChiefCoach.train takes 1.607179 seconds ...
2023-09-22 16:12:09,705:	[Coach] >>> TRAIN @Epoch: 413  >>>  || LOSS Avg: 0.00802
2023-09-22 16:12:09,705:	[Coach] >>> VALID @Epoch: 413  >>> 
2023-09-22 16:12:09,705:	[Coach] >>> TEST  @Epoch: 413  >>> 
2023-09-22 16:12:11,479:	[Wall TIME] >>> ChiefCoach.train takes 1.774335 seconds ...
2023-09-22 16:12:11,545:	[Coach] >>> TRAIN @Epoch: 414  >>>  || LOSS Avg: 0.00798
2023-09-22 16:12:11,545:	[Coach] >>> VALID @Epoch: 414  >>> 
2023-09-22 16:12:11,546:	[Coach] >>> TEST  @Epoch: 414  >>> 
2023-09-22 16:12:13,240:	[Wall TIME] >>> ChiefCoach.train takes 1.694129 seconds ...
2023-09-22 16:12:14,251:	[Wall TIME] >>> ChiefCoach.valid takes 0.938661 seconds ...
2023-09-22 16:12:14,252:	[Coach] >>> TRAIN @Epoch: 415  >>>  || LOSS Avg: 0.00788
2023-09-22 16:12:14,252:	[Coach] >>> VALID @Epoch: 415  >>>  || HITRATE@1 Avg: 0.0179 || HITRATE@5 Avg: 0.0543 || HITRATE@10 Avg: 0.0817 || NDCG@5 Avg: 0.0363 || NDCG@10 Avg: 0.0451
2023-09-22 16:12:14,252:	[Coach] >>> TEST  @Epoch: 415  >>> 
2023-09-22 16:12:15,732:	[Wall TIME] >>> ChiefCoach.train takes 1.480515 seconds ...
2023-09-22 16:12:15,823:	[Coach] >>> TRAIN @Epoch: 416  >>>  || LOSS Avg: 0.00783
2023-09-22 16:12:15,823:	[Coach] >>> VALID @Epoch: 416  >>> 
2023-09-22 16:12:15,824:	[Coach] >>> TEST  @Epoch: 416  >>> 
2023-09-22 16:12:17,596:	[Wall TIME] >>> ChiefCoach.train takes 1.772774 seconds ...
2023-09-22 16:12:17,659:	[Coach] >>> TRAIN @Epoch: 417  >>>  || LOSS Avg: 0.00794
2023-09-22 16:12:17,659:	[Coach] >>> VALID @Epoch: 417  >>> 
2023-09-22 16:12:17,659:	[Coach] >>> TEST  @Epoch: 417  >>> 
2023-09-22 16:12:19,374:	[Wall TIME] >>> ChiefCoach.train takes 1.714738 seconds ...
2023-09-22 16:12:19,447:	[Coach] >>> TRAIN @Epoch: 418  >>>  || LOSS Avg: 0.00802
2023-09-22 16:12:19,447:	[Coach] >>> VALID @Epoch: 418  >>> 
2023-09-22 16:12:19,447:	[Coach] >>> TEST  @Epoch: 418  >>> 
2023-09-22 16:12:20,973:	[Wall TIME] >>> ChiefCoach.train takes 1.524840 seconds ...
2023-09-22 16:12:21,048:	[Coach] >>> TRAIN @Epoch: 419  >>>  || LOSS Avg: 0.00808
2023-09-22 16:12:21,048:	[Coach] >>> VALID @Epoch: 419  >>> 
2023-09-22 16:12:21,048:	[Coach] >>> TEST  @Epoch: 419  >>> 
2023-09-22 16:12:22,541:	[Wall TIME] >>> ChiefCoach.train takes 1.492786 seconds ...
2023-09-22 16:12:23,743:	[Wall TIME] >>> ChiefCoach.valid takes 1.117447 seconds ...
2023-09-22 16:12:23,743:	[Coach] >>> TRAIN @Epoch: 420  >>>  || LOSS Avg: 0.00789
2023-09-22 16:12:23,743:	[Coach] >>> VALID @Epoch: 420  >>>  || HITRATE@1 Avg: 0.0177 || HITRATE@5 Avg: 0.0542 || HITRATE@10 Avg: 0.0813 || NDCG@5 Avg: 0.0362 || NDCG@10 Avg: 0.0449
2023-09-22 16:12:23,743:	[Coach] >>> TEST  @Epoch: 420  >>> 
2023-09-22 16:12:25,362:	[Wall TIME] >>> ChiefCoach.train takes 1.619158 seconds ...
2023-09-22 16:12:25,439:	[Coach] >>> TRAIN @Epoch: 421  >>>  || LOSS Avg: 0.00790
2023-09-22 16:12:25,439:	[Coach] >>> VALID @Epoch: 421  >>> 
2023-09-22 16:12:25,439:	[Coach] >>> TEST  @Epoch: 421  >>> 
2023-09-22 16:12:27,226:	[Wall TIME] >>> ChiefCoach.train takes 1.787311 seconds ...
2023-09-22 16:12:27,431:	[Coach] >>> TRAIN @Epoch: 422  >>>  || LOSS Avg: 0.00794
2023-09-22 16:12:27,432:	[Coach] >>> VALID @Epoch: 422  >>> 
2023-09-22 16:12:27,432:	[Coach] >>> TEST  @Epoch: 422  >>> 
2023-09-22 16:12:29,089:	[Wall TIME] >>> ChiefCoach.train takes 1.657373 seconds ...
2023-09-22 16:12:29,153:	[Coach] >>> TRAIN @Epoch: 423  >>>  || LOSS Avg: 0.00779
2023-09-22 16:12:29,153:	[Coach] >>> VALID @Epoch: 423  >>> 
2023-09-22 16:12:29,153:	[Coach] >>> TEST  @Epoch: 423  >>> 
2023-09-22 16:12:30,744:	[Wall TIME] >>> ChiefCoach.train takes 1.590181 seconds ...
2023-09-22 16:12:30,812:	[Coach] >>> TRAIN @Epoch: 424  >>>  || LOSS Avg: 0.00791
2023-09-22 16:12:30,812:	[Coach] >>> VALID @Epoch: 424  >>> 
2023-09-22 16:12:30,812:	[Coach] >>> TEST  @Epoch: 424  >>> 
2023-09-22 16:12:32,394:	[Wall TIME] >>> ChiefCoach.train takes 1.581756 seconds ...
2023-09-22 16:12:33,330:	[Wall TIME] >>> ChiefCoach.valid takes 0.871389 seconds ...
2023-09-22 16:12:33,331:	[Coach] >>> TRAIN @Epoch: 425  >>>  || LOSS Avg: 0.00800
2023-09-22 16:12:33,331:	[Coach] >>> VALID @Epoch: 425  >>>  || HITRATE@1 Avg: 0.0178 || HITRATE@5 Avg: 0.0546 || HITRATE@10 Avg: 0.0813 || NDCG@5 Avg: 0.0365 || NDCG@10 Avg: 0.0451
2023-09-22 16:12:33,331:	[Coach] >>> TEST  @Epoch: 425  >>> 
2023-09-22 16:12:35,011:	[Wall TIME] >>> ChiefCoach.train takes 1.679483 seconds ...
2023-09-22 16:12:35,145:	[Coach] >>> TRAIN @Epoch: 426  >>>  || LOSS Avg: 0.00776
2023-09-22 16:12:35,145:	[Coach] >>> VALID @Epoch: 426  >>> 
2023-09-22 16:12:35,146:	[Coach] >>> TEST  @Epoch: 426  >>> 
2023-09-22 16:12:36,748:	[Wall TIME] >>> ChiefCoach.train takes 1.601822 seconds ...
2023-09-22 16:12:37,047:	[Coach] >>> TRAIN @Epoch: 427  >>>  || LOSS Avg: 0.00784
2023-09-22 16:12:37,047:	[Coach] >>> VALID @Epoch: 427  >>> 
2023-09-22 16:12:37,047:	[Coach] >>> TEST  @Epoch: 427  >>> 
2023-09-22 16:12:39,012:	[Wall TIME] >>> ChiefCoach.train takes 1.964200 seconds ...
2023-09-22 16:12:39,136:	[Coach] >>> TRAIN @Epoch: 428  >>>  || LOSS Avg: 0.00788
2023-09-22 16:12:39,136:	[Coach] >>> VALID @Epoch: 428  >>> 
2023-09-22 16:12:39,136:	[Coach] >>> TEST  @Epoch: 428  >>> 
2023-09-22 16:12:40,797:	[Wall TIME] >>> ChiefCoach.train takes 1.659734 seconds ...
2023-09-22 16:12:40,889:	[Coach] >>> TRAIN @Epoch: 429  >>>  || LOSS Avg: 0.00800
2023-09-22 16:12:40,889:	[Coach] >>> VALID @Epoch: 429  >>> 
2023-09-22 16:12:40,889:	[Coach] >>> TEST  @Epoch: 429  >>> 
2023-09-22 16:12:42,624:	[Wall TIME] >>> ChiefCoach.train takes 1.735437 seconds ...
2023-09-22 16:12:43,588:	[Wall TIME] >>> ChiefCoach.valid takes 0.889149 seconds ...
2023-09-22 16:12:43,589:	[Coach] >>> Better ***NDCG@10*** of ***0.0455*** 
2023-09-22 16:12:43,607:	[Coach] >>> TRAIN @Epoch: 430  >>>  || LOSS Avg: 0.00773
2023-09-22 16:12:43,608:	[Coach] >>> VALID @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0186 || HITRATE@5 Avg: 0.0554 || HITRATE@10 Avg: 0.0811 || NDCG@5 Avg: 0.0373 || NDCG@10 Avg: 0.0455
2023-09-22 16:12:43,608:	[Coach] >>> TEST  @Epoch: 430  >>> 
2023-09-22 16:12:45,739:	[Wall TIME] >>> ChiefCoach.train takes 2.131443 seconds ...
2023-09-22 16:12:45,802:	[Coach] >>> TRAIN @Epoch: 431  >>>  || LOSS Avg: 0.00794
2023-09-22 16:12:45,802:	[Coach] >>> VALID @Epoch: 431  >>> 
2023-09-22 16:12:45,803:	[Coach] >>> TEST  @Epoch: 431  >>> 
2023-09-22 16:12:47,557:	[Wall TIME] >>> ChiefCoach.train takes 1.753885 seconds ...
2023-09-22 16:12:47,626:	[Coach] >>> TRAIN @Epoch: 432  >>>  || LOSS Avg: 0.00788
2023-09-22 16:12:47,922:	[Coach] >>> VALID @Epoch: 432  >>> 
2023-09-22 16:12:47,922:	[Coach] >>> TEST  @Epoch: 432  >>> 
2023-09-22 16:12:49,850:	[Wall TIME] >>> ChiefCoach.train takes 1.927862 seconds ...
2023-09-22 16:12:50,012:	[Coach] >>> TRAIN @Epoch: 433  >>>  || LOSS Avg: 0.00815
2023-09-22 16:12:50,012:	[Coach] >>> VALID @Epoch: 433  >>> 
2023-09-22 16:12:50,012:	[Coach] >>> TEST  @Epoch: 433  >>> 
2023-09-22 16:12:51,713:	[Wall TIME] >>> ChiefCoach.train takes 1.699980 seconds ...
2023-09-22 16:12:51,776:	[Coach] >>> TRAIN @Epoch: 434  >>>  || LOSS Avg: 0.00773
2023-09-22 16:12:51,776:	[Coach] >>> VALID @Epoch: 434  >>> 
2023-09-22 16:12:51,777:	[Coach] >>> TEST  @Epoch: 434  >>> 
2023-09-22 16:12:53,572:	[Wall TIME] >>> ChiefCoach.train takes 1.795045 seconds ...
2023-09-22 16:12:54,614:	[Wall TIME] >>> ChiefCoach.valid takes 0.979671 seconds ...
2023-09-22 16:12:54,614:	[Coach] >>> TRAIN @Epoch: 435  >>>  || LOSS Avg: 0.00785
2023-09-22 16:12:54,614:	[Coach] >>> VALID @Epoch: 435  >>>  || HITRATE@1 Avg: 0.0182 || HITRATE@5 Avg: 0.0554 || HITRATE@10 Avg: 0.0811 || NDCG@5 Avg: 0.0371 || NDCG@10 Avg: 0.0454
2023-09-22 16:12:54,614:	[Coach] >>> TEST  @Epoch: 435  >>> 
2023-09-22 16:12:56,166:	[Wall TIME] >>> ChiefCoach.train takes 1.551835 seconds ...
2023-09-22 16:12:56,702:	[Coach] >>> TRAIN @Epoch: 436  >>>  || LOSS Avg: 0.00764
2023-09-22 16:12:56,702:	[Coach] >>> VALID @Epoch: 436  >>> 
2023-09-22 16:12:56,702:	[Coach] >>> TEST  @Epoch: 436  >>> 
2023-09-22 16:12:58,486:	[Wall TIME] >>> ChiefCoach.train takes 1.783781 seconds ...
2023-09-22 16:12:58,670:	[Coach] >>> TRAIN @Epoch: 437  >>>  || LOSS Avg: 0.00761
2023-09-22 16:12:58,670:	[Coach] >>> VALID @Epoch: 437  >>> 
2023-09-22 16:12:58,670:	[Coach] >>> TEST  @Epoch: 437  >>> 
2023-09-22 16:13:00,471:	[Wall TIME] >>> ChiefCoach.train takes 1.800693 seconds ...
2023-09-22 16:13:00,534:	[Coach] >>> TRAIN @Epoch: 438  >>>  || LOSS Avg: 0.00767
2023-09-22 16:13:00,534:	[Coach] >>> VALID @Epoch: 438  >>> 
2023-09-22 16:13:00,534:	[Coach] >>> TEST  @Epoch: 438  >>> 
2023-09-22 16:13:02,090:	[Wall TIME] >>> ChiefCoach.train takes 1.555465 seconds ...
2023-09-22 16:13:02,162:	[Coach] >>> TRAIN @Epoch: 439  >>>  || LOSS Avg: 0.00776
2023-09-22 16:13:02,162:	[Coach] >>> VALID @Epoch: 439  >>> 
2023-09-22 16:13:02,163:	[Coach] >>> TEST  @Epoch: 439  >>> 
2023-09-22 16:13:03,726:	[Wall TIME] >>> ChiefCoach.train takes 1.563379 seconds ...
2023-09-22 16:13:04,861:	[Wall TIME] >>> ChiefCoach.valid takes 0.962997 seconds ...
2023-09-22 16:13:04,861:	[Coach] >>> TRAIN @Epoch: 440  >>>  || LOSS Avg: 0.00785
2023-09-22 16:13:04,861:	[Coach] >>> VALID @Epoch: 440  >>>  || HITRATE@1 Avg: 0.0178 || HITRATE@5 Avg: 0.0558 || HITRATE@10 Avg: 0.0817 || NDCG@5 Avg: 0.0371 || NDCG@10 Avg: 0.0454
2023-09-22 16:13:04,862:	[Coach] >>> TEST  @Epoch: 440  >>> 
2023-09-22 16:13:06,528:	[Wall TIME] >>> ChiefCoach.train takes 1.666704 seconds ...
2023-09-22 16:13:06,609:	[Coach] >>> TRAIN @Epoch: 441  >>>  || LOSS Avg: 0.00789
2023-09-22 16:13:06,609:	[Coach] >>> VALID @Epoch: 441  >>> 
2023-09-22 16:13:06,609:	[Coach] >>> TEST  @Epoch: 441  >>> 
2023-09-22 16:13:08,336:	[Wall TIME] >>> ChiefCoach.train takes 1.727278 seconds ...
2023-09-22 16:13:08,504:	[Coach] >>> TRAIN @Epoch: 442  >>>  || LOSS Avg: 0.00774
2023-09-22 16:13:08,505:	[Coach] >>> VALID @Epoch: 442  >>> 
2023-09-22 16:13:08,505:	[Coach] >>> TEST  @Epoch: 442  >>> 
2023-09-22 16:13:10,084:	[Wall TIME] >>> ChiefCoach.train takes 1.578877 seconds ...
2023-09-22 16:13:10,447:	[Coach] >>> TRAIN @Epoch: 443  >>>  || LOSS Avg: 0.00774
2023-09-22 16:13:10,447:	[Coach] >>> VALID @Epoch: 443  >>> 
2023-09-22 16:13:10,447:	[Coach] >>> TEST  @Epoch: 443  >>> 
2023-09-22 16:13:12,157:	[Wall TIME] >>> ChiefCoach.train takes 1.709462 seconds ...
2023-09-22 16:13:12,220:	[Coach] >>> TRAIN @Epoch: 444  >>>  || LOSS Avg: 0.00768
2023-09-22 16:13:12,220:	[Coach] >>> VALID @Epoch: 444  >>> 
2023-09-22 16:13:12,220:	[Coach] >>> TEST  @Epoch: 444  >>> 
2023-09-22 16:13:13,654:	[Wall TIME] >>> ChiefCoach.train takes 1.433897 seconds ...
2023-09-22 16:13:14,742:	[Wall TIME] >>> ChiefCoach.valid takes 0.927543 seconds ...
2023-09-22 16:13:14,742:	[Coach] >>> TRAIN @Epoch: 445  >>>  || LOSS Avg: 0.00758
2023-09-22 16:13:14,743:	[Coach] >>> VALID @Epoch: 445  >>>  || HITRATE@1 Avg: 0.0177 || HITRATE@5 Avg: 0.0551 || HITRATE@10 Avg: 0.0809 || NDCG@5 Avg: 0.0368 || NDCG@10 Avg: 0.0451
2023-09-22 16:13:14,743:	[Coach] >>> TEST  @Epoch: 445  >>> 
2023-09-22 16:13:16,322:	[Wall TIME] >>> ChiefCoach.train takes 1.578592 seconds ...
2023-09-22 16:13:16,384:	[Coach] >>> TRAIN @Epoch: 446  >>>  || LOSS Avg: 0.00770
2023-09-22 16:13:16,385:	[Coach] >>> VALID @Epoch: 446  >>> 
2023-09-22 16:13:16,385:	[Coach] >>> TEST  @Epoch: 446  >>> 
2023-09-22 16:13:18,363:	[Wall TIME] >>> ChiefCoach.train takes 1.978286 seconds ...
2023-09-22 16:13:18,447:	[Coach] >>> TRAIN @Epoch: 447  >>>  || LOSS Avg: 0.00786
2023-09-22 16:13:18,447:	[Coach] >>> VALID @Epoch: 447  >>> 
2023-09-22 16:13:18,447:	[Coach] >>> TEST  @Epoch: 447  >>> 
2023-09-22 16:13:20,194:	[Wall TIME] >>> ChiefCoach.train takes 1.747082 seconds ...
2023-09-22 16:13:20,259:	[Coach] >>> TRAIN @Epoch: 448  >>>  || LOSS Avg: 0.00796
2023-09-22 16:13:20,259:	[Coach] >>> VALID @Epoch: 448  >>> 
2023-09-22 16:13:20,259:	[Coach] >>> TEST  @Epoch: 448  >>> 
2023-09-22 16:13:22,003:	[Wall TIME] >>> ChiefCoach.train takes 1.743120 seconds ...
2023-09-22 16:13:22,084:	[Coach] >>> TRAIN @Epoch: 449  >>>  || LOSS Avg: 0.00774
2023-09-22 16:13:22,084:	[Coach] >>> VALID @Epoch: 449  >>> 
2023-09-22 16:13:22,084:	[Coach] >>> TEST  @Epoch: 449  >>> 
2023-09-22 16:13:23,653:	[Wall TIME] >>> ChiefCoach.train takes 1.568678 seconds ...
2023-09-22 16:13:24,595:	[Wall TIME] >>> ChiefCoach.valid takes 0.880077 seconds ...
2023-09-22 16:13:24,596:	[Coach] >>> TRAIN @Epoch: 450  >>>  || LOSS Avg: 0.00789
2023-09-22 16:13:24,596:	[Coach] >>> VALID @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0180 || HITRATE@5 Avg: 0.0545 || HITRATE@10 Avg: 0.0813 || NDCG@5 Avg: 0.0365 || NDCG@10 Avg: 0.0452
2023-09-22 16:13:24,596:	[Coach] >>> TEST  @Epoch: 450  >>> 
2023-09-22 16:13:26,490:	[Wall TIME] >>> ChiefCoach.train takes 1.894150 seconds ...
2023-09-22 16:13:26,566:	[Coach] >>> TRAIN @Epoch: 451  >>>  || LOSS Avg: 0.00769
2023-09-22 16:13:26,566:	[Coach] >>> VALID @Epoch: 451  >>> 
2023-09-22 16:13:26,566:	[Coach] >>> TEST  @Epoch: 451  >>> 
2023-09-22 16:13:28,310:	[Wall TIME] >>> ChiefCoach.train takes 1.743323 seconds ...
2023-09-22 16:13:28,383:	[Coach] >>> TRAIN @Epoch: 452  >>>  || LOSS Avg: 0.00763
2023-09-22 16:13:28,383:	[Coach] >>> VALID @Epoch: 452  >>> 
2023-09-22 16:13:28,384:	[Coach] >>> TEST  @Epoch: 452  >>> 
2023-09-22 16:13:30,020:	[Wall TIME] >>> ChiefCoach.train takes 1.636294 seconds ...
2023-09-22 16:13:30,199:	[Coach] >>> TRAIN @Epoch: 453  >>>  || LOSS Avg: 0.00746
2023-09-22 16:13:30,199:	[Coach] >>> VALID @Epoch: 453  >>> 
2023-09-22 16:13:30,200:	[Coach] >>> TEST  @Epoch: 453  >>> 
2023-09-22 16:13:31,735:	[Wall TIME] >>> ChiefCoach.train takes 1.535394 seconds ...
2023-09-22 16:13:31,824:	[Coach] >>> TRAIN @Epoch: 454  >>>  || LOSS Avg: 0.00769
2023-09-22 16:13:31,824:	[Coach] >>> VALID @Epoch: 454  >>> 
2023-09-22 16:13:31,824:	[Coach] >>> TEST  @Epoch: 454  >>> 
2023-09-22 16:13:33,414:	[Wall TIME] >>> ChiefCoach.train takes 1.589775 seconds ...
2023-09-22 16:13:34,543:	[Wall TIME] >>> ChiefCoach.valid takes 0.924561 seconds ...
2023-09-22 16:13:34,543:	[Coach] >>> TRAIN @Epoch: 455  >>>  || LOSS Avg: 0.00773
2023-09-22 16:13:34,543:	[Coach] >>> VALID @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0176 || HITRATE@5 Avg: 0.0556 || HITRATE@10 Avg: 0.0811 || NDCG@5 Avg: 0.0369 || NDCG@10 Avg: 0.0451
2023-09-22 16:13:34,543:	[Coach] >>> TEST  @Epoch: 455  >>> 
2023-09-22 16:13:36,279:	[Wall TIME] >>> ChiefCoach.train takes 1.735201 seconds ...
2023-09-22 16:13:36,552:	[Coach] >>> TRAIN @Epoch: 456  >>>  || LOSS Avg: 0.00775
2023-09-22 16:13:36,552:	[Coach] >>> VALID @Epoch: 456  >>> 
2023-09-22 16:13:36,552:	[Coach] >>> TEST  @Epoch: 456  >>> 
2023-09-22 16:13:38,458:	[Wall TIME] >>> ChiefCoach.train takes 1.905693 seconds ...
2023-09-22 16:13:38,541:	[Coach] >>> TRAIN @Epoch: 457  >>>  || LOSS Avg: 0.00753
2023-09-22 16:13:38,541:	[Coach] >>> VALID @Epoch: 457  >>> 
2023-09-22 16:13:38,541:	[Coach] >>> TEST  @Epoch: 457  >>> 
2023-09-22 16:13:40,225:	[Wall TIME] >>> ChiefCoach.train takes 1.683496 seconds ...
2023-09-22 16:13:40,294:	[Coach] >>> TRAIN @Epoch: 458  >>>  || LOSS Avg: 0.00754
2023-09-22 16:13:40,295:	[Coach] >>> VALID @Epoch: 458  >>> 
2023-09-22 16:13:40,295:	[Coach] >>> TEST  @Epoch: 458  >>> 
2023-09-22 16:13:41,920:	[Wall TIME] >>> ChiefCoach.train takes 1.624699 seconds ...
2023-09-22 16:13:41,994:	[Coach] >>> TRAIN @Epoch: 459  >>>  || LOSS Avg: 0.00741
2023-09-22 16:13:41,994:	[Coach] >>> VALID @Epoch: 459  >>> 
2023-09-22 16:13:41,994:	[Coach] >>> TEST  @Epoch: 459  >>> 
2023-09-22 16:13:43,725:	[Wall TIME] >>> ChiefCoach.train takes 1.731088 seconds ...
2023-09-22 16:13:44,696:	[Wall TIME] >>> ChiefCoach.valid takes 0.906198 seconds ...
2023-09-22 16:13:44,697:	[Coach] >>> TRAIN @Epoch: 460  >>>  || LOSS Avg: 0.00743
2023-09-22 16:13:44,697:	[Coach] >>> VALID @Epoch: 460  >>>  || HITRATE@1 Avg: 0.0180 || HITRATE@5 Avg: 0.0554 || HITRATE@10 Avg: 0.0814 || NDCG@5 Avg: 0.0368 || NDCG@10 Avg: 0.0452
2023-09-22 16:13:44,697:	[Coach] >>> TEST  @Epoch: 460  >>> 
2023-09-22 16:13:46,649:	[Wall TIME] >>> ChiefCoach.train takes 1.952479 seconds ...
2023-09-22 16:13:46,838:	[Coach] >>> TRAIN @Epoch: 461  >>>  || LOSS Avg: 0.00781
2023-09-22 16:13:46,838:	[Coach] >>> VALID @Epoch: 461  >>> 
2023-09-22 16:13:46,838:	[Coach] >>> TEST  @Epoch: 461  >>> 
2023-09-22 16:13:48,482:	[Wall TIME] >>> ChiefCoach.train takes 1.643014 seconds ...
2023-09-22 16:13:48,546:	[Coach] >>> TRAIN @Epoch: 462  >>>  || LOSS Avg: 0.00776
2023-09-22 16:13:48,546:	[Coach] >>> VALID @Epoch: 462  >>> 
2023-09-22 16:13:48,546:	[Coach] >>> TEST  @Epoch: 462  >>> 
2023-09-22 16:13:50,229:	[Wall TIME] >>> ChiefCoach.train takes 1.682692 seconds ...
2023-09-22 16:13:50,299:	[Coach] >>> TRAIN @Epoch: 463  >>>  || LOSS Avg: 0.00769
2023-09-22 16:13:50,299:	[Coach] >>> VALID @Epoch: 463  >>> 
2023-09-22 16:13:50,300:	[Coach] >>> TEST  @Epoch: 463  >>> 
2023-09-22 16:13:52,233:	[Wall TIME] >>> ChiefCoach.train takes 1.932782 seconds ...
2023-09-22 16:13:52,308:	[Coach] >>> TRAIN @Epoch: 464  >>>  || LOSS Avg: 0.00764
2023-09-22 16:13:52,308:	[Coach] >>> VALID @Epoch: 464  >>> 
2023-09-22 16:13:52,309:	[Coach] >>> TEST  @Epoch: 464  >>> 
2023-09-22 16:13:54,074:	[Wall TIME] >>> ChiefCoach.train takes 1.764890 seconds ...
2023-09-22 16:13:55,095:	[Wall TIME] >>> ChiefCoach.valid takes 0.952233 seconds ...
2023-09-22 16:13:55,095:	[Coach] >>> TRAIN @Epoch: 465  >>>  || LOSS Avg: 0.00761
2023-09-22 16:13:55,095:	[Coach] >>> VALID @Epoch: 465  >>>  || HITRATE@1 Avg: 0.0180 || HITRATE@5 Avg: 0.0547 || HITRATE@10 Avg: 0.0810 || NDCG@5 Avg: 0.0366 || NDCG@10 Avg: 0.0450
2023-09-22 16:13:55,095:	[Coach] >>> TEST  @Epoch: 465  >>> 
2023-09-22 16:13:56,903:	[Wall TIME] >>> ChiefCoach.train takes 1.807040 seconds ...
2023-09-22 16:13:57,019:	[Coach] >>> TRAIN @Epoch: 466  >>>  || LOSS Avg: 0.00732
2023-09-22 16:13:57,019:	[Coach] >>> VALID @Epoch: 466  >>> 
2023-09-22 16:13:57,019:	[Coach] >>> TEST  @Epoch: 466  >>> 
2023-09-22 16:13:58,753:	[Wall TIME] >>> ChiefCoach.train takes 1.733453 seconds ...
2023-09-22 16:13:58,823:	[Coach] >>> TRAIN @Epoch: 467  >>>  || LOSS Avg: 0.00760
2023-09-22 16:13:58,823:	[Coach] >>> VALID @Epoch: 467  >>> 
2023-09-22 16:13:58,823:	[Coach] >>> TEST  @Epoch: 467  >>> 
2023-09-22 16:14:00,688:	[Wall TIME] >>> ChiefCoach.train takes 1.864786 seconds ...
2023-09-22 16:14:00,760:	[Coach] >>> TRAIN @Epoch: 468  >>>  || LOSS Avg: 0.00767
2023-09-22 16:14:00,760:	[Coach] >>> VALID @Epoch: 468  >>> 
2023-09-22 16:14:00,760:	[Coach] >>> TEST  @Epoch: 468  >>> 
2023-09-22 16:14:02,459:	[Wall TIME] >>> ChiefCoach.train takes 1.699404 seconds ...
2023-09-22 16:14:02,585:	[Coach] >>> TRAIN @Epoch: 469  >>>  || LOSS Avg: 0.00749
2023-09-22 16:14:02,585:	[Coach] >>> VALID @Epoch: 469  >>> 
2023-09-22 16:14:02,586:	[Coach] >>> TEST  @Epoch: 469  >>> 
2023-09-22 16:14:04,414:	[Wall TIME] >>> ChiefCoach.train takes 1.828126 seconds ...
2023-09-22 16:14:05,507:	[Wall TIME] >>> ChiefCoach.valid takes 1.024109 seconds ...
2023-09-22 16:14:05,508:	[Coach] >>> Better ***NDCG@10*** of ***0.0458*** 
2023-09-22 16:14:05,532:	[Coach] >>> TRAIN @Epoch: 470  >>>  || LOSS Avg: 0.00740
2023-09-22 16:14:05,532:	[Coach] >>> VALID @Epoch: 470  >>>  || HITRATE@1 Avg: 0.0189 || HITRATE@5 Avg: 0.0553 || HITRATE@10 Avg: 0.0815 || NDCG@5 Avg: 0.0373 || NDCG@10 Avg: 0.0458
2023-09-22 16:14:05,532:	[Coach] >>> TEST  @Epoch: 470  >>> 
2023-09-22 16:14:07,441:	[Wall TIME] >>> ChiefCoach.train takes 1.909409 seconds ...
2023-09-22 16:14:07,509:	[Coach] >>> TRAIN @Epoch: 471  >>>  || LOSS Avg: 0.00754
2023-09-22 16:14:07,509:	[Coach] >>> VALID @Epoch: 471  >>> 
2023-09-22 16:14:07,509:	[Coach] >>> TEST  @Epoch: 471  >>> 
2023-09-22 16:14:09,205:	[Wall TIME] >>> ChiefCoach.train takes 1.696112 seconds ...
2023-09-22 16:14:09,280:	[Coach] >>> TRAIN @Epoch: 472  >>>  || LOSS Avg: 0.00750
2023-09-22 16:14:09,281:	[Coach] >>> VALID @Epoch: 472  >>> 
2023-09-22 16:14:09,281:	[Coach] >>> TEST  @Epoch: 472  >>> 
2023-09-22 16:14:10,849:	[Wall TIME] >>> ChiefCoach.train takes 1.568064 seconds ...
2023-09-22 16:14:10,914:	[Coach] >>> TRAIN @Epoch: 473  >>>  || LOSS Avg: 0.00745
2023-09-22 16:14:10,914:	[Coach] >>> VALID @Epoch: 473  >>> 
2023-09-22 16:14:10,914:	[Coach] >>> TEST  @Epoch: 473  >>> 
2023-09-22 16:14:12,559:	[Wall TIME] >>> ChiefCoach.train takes 1.644661 seconds ...
2023-09-22 16:14:12,726:	[Coach] >>> TRAIN @Epoch: 474  >>>  || LOSS Avg: 0.00730
2023-09-22 16:14:12,726:	[Coach] >>> VALID @Epoch: 474  >>> 
2023-09-22 16:14:12,726:	[Coach] >>> TEST  @Epoch: 474  >>> 
2023-09-22 16:14:14,518:	[Wall TIME] >>> ChiefCoach.train takes 1.791914 seconds ...
2023-09-22 16:14:15,757:	[Wall TIME] >>> ChiefCoach.valid takes 0.993098 seconds ...
2023-09-22 16:14:15,757:	[Coach] >>> Better ***NDCG@10*** of ***0.0461*** 
2023-09-22 16:14:15,785:	[Coach] >>> TRAIN @Epoch: 475  >>>  || LOSS Avg: 0.00746
2023-09-22 16:14:15,785:	[Coach] >>> VALID @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0187 || HITRATE@5 Avg: 0.0551 || HITRATE@10 Avg: 0.0823 || NDCG@5 Avg: 0.0373 || NDCG@10 Avg: 0.0461
2023-09-22 16:14:15,785:	[Coach] >>> TEST  @Epoch: 475  >>> 
2023-09-22 16:14:17,677:	[Wall TIME] >>> ChiefCoach.train takes 1.891824 seconds ...
2023-09-22 16:14:17,796:	[Coach] >>> TRAIN @Epoch: 476  >>>  || LOSS Avg: 0.00744
2023-09-22 16:14:17,797:	[Coach] >>> VALID @Epoch: 476  >>> 
2023-09-22 16:14:17,797:	[Coach] >>> TEST  @Epoch: 476  >>> 
2023-09-22 16:14:19,367:	[Wall TIME] >>> ChiefCoach.train takes 1.569774 seconds ...
2023-09-22 16:14:19,447:	[Coach] >>> TRAIN @Epoch: 477  >>>  || LOSS Avg: 0.00761
2023-09-22 16:14:19,447:	[Coach] >>> VALID @Epoch: 477  >>> 
2023-09-22 16:14:19,447:	[Coach] >>> TEST  @Epoch: 477  >>> 
2023-09-22 16:14:21,342:	[Wall TIME] >>> ChiefCoach.train takes 1.895283 seconds ...
2023-09-22 16:14:21,519:	[Coach] >>> TRAIN @Epoch: 478  >>>  || LOSS Avg: 0.00761
2023-09-22 16:14:21,519:	[Coach] >>> VALID @Epoch: 478  >>> 
2023-09-22 16:14:21,519:	[Coach] >>> TEST  @Epoch: 478  >>> 
2023-09-22 16:14:23,221:	[Wall TIME] >>> ChiefCoach.train takes 1.702056 seconds ...
2023-09-22 16:14:23,294:	[Coach] >>> TRAIN @Epoch: 479  >>>  || LOSS Avg: 0.00728
2023-09-22 16:14:23,294:	[Coach] >>> VALID @Epoch: 479  >>> 
2023-09-22 16:14:23,294:	[Coach] >>> TEST  @Epoch: 479  >>> 
2023-09-22 16:14:25,057:	[Wall TIME] >>> ChiefCoach.train takes 1.763202 seconds ...
2023-09-22 16:14:26,063:	[Wall TIME] >>> ChiefCoach.valid takes 0.941096 seconds ...
2023-09-22 16:14:26,064:	[Coach] >>> TRAIN @Epoch: 480  >>>  || LOSS Avg: 0.00731
2023-09-22 16:14:26,064:	[Coach] >>> VALID @Epoch: 480  >>>  || HITRATE@1 Avg: 0.0185 || HITRATE@5 Avg: 0.0551 || HITRATE@10 Avg: 0.0827 || NDCG@5 Avg: 0.0372 || NDCG@10 Avg: 0.0461
2023-09-22 16:14:26,064:	[Coach] >>> TEST  @Epoch: 480  >>> 
2023-09-22 16:14:27,665:	[Wall TIME] >>> ChiefCoach.train takes 1.600537 seconds ...
2023-09-22 16:14:28,059:	[Coach] >>> TRAIN @Epoch: 481  >>>  || LOSS Avg: 0.00753
2023-09-22 16:14:28,060:	[Coach] >>> VALID @Epoch: 481  >>> 
2023-09-22 16:14:28,060:	[Coach] >>> TEST  @Epoch: 481  >>> 
2023-09-22 16:14:29,731:	[Wall TIME] >>> ChiefCoach.train takes 1.671109 seconds ...
2023-09-22 16:14:29,793:	[Coach] >>> TRAIN @Epoch: 482  >>>  || LOSS Avg: 0.00729
2023-09-22 16:14:29,793:	[Coach] >>> VALID @Epoch: 482  >>> 
2023-09-22 16:14:29,793:	[Coach] >>> TEST  @Epoch: 482  >>> 
2023-09-22 16:14:31,473:	[Wall TIME] >>> ChiefCoach.train takes 1.679184 seconds ...
2023-09-22 16:14:31,535:	[Coach] >>> TRAIN @Epoch: 483  >>>  || LOSS Avg: 0.00747
2023-09-22 16:14:31,536:	[Coach] >>> VALID @Epoch: 483  >>> 
2023-09-22 16:14:31,536:	[Coach] >>> TEST  @Epoch: 483  >>> 
2023-09-22 16:14:33,077:	[Wall TIME] >>> ChiefCoach.train takes 1.540906 seconds ...
2023-09-22 16:14:33,261:	[Coach] >>> TRAIN @Epoch: 484  >>>  || LOSS Avg: 0.00744
2023-09-22 16:14:33,262:	[Coach] >>> VALID @Epoch: 484  >>> 
2023-09-22 16:14:33,262:	[Coach] >>> TEST  @Epoch: 484  >>> 
2023-09-22 16:14:34,831:	[Wall TIME] >>> ChiefCoach.train takes 1.568859 seconds ...
2023-09-22 16:14:36,143:	[Wall TIME] >>> ChiefCoach.valid takes 0.945205 seconds ...
2023-09-22 16:14:36,143:	[Coach] >>> TRAIN @Epoch: 485  >>>  || LOSS Avg: 0.00748
2023-09-22 16:14:36,143:	[Coach] >>> VALID @Epoch: 485  >>>  || HITRATE@1 Avg: 0.0184 || HITRATE@5 Avg: 0.0542 || HITRATE@10 Avg: 0.0821 || NDCG@5 Avg: 0.0367 || NDCG@10 Avg: 0.0457
2023-09-22 16:14:36,143:	[Coach] >>> TEST  @Epoch: 485  >>> 
2023-09-22 16:14:38,072:	[Wall TIME] >>> ChiefCoach.train takes 1.928223 seconds ...
2023-09-22 16:14:38,254:	[Coach] >>> TRAIN @Epoch: 486  >>>  || LOSS Avg: 0.00741
2023-09-22 16:14:38,254:	[Coach] >>> VALID @Epoch: 486  >>> 
2023-09-22 16:14:38,254:	[Coach] >>> TEST  @Epoch: 486  >>> 
2023-09-22 16:14:39,930:	[Wall TIME] >>> ChiefCoach.train takes 1.676226 seconds ...
2023-09-22 16:14:40,012:	[Coach] >>> TRAIN @Epoch: 487  >>>  || LOSS Avg: 0.00738
2023-09-22 16:14:40,012:	[Coach] >>> VALID @Epoch: 487  >>> 
2023-09-22 16:14:40,012:	[Coach] >>> TEST  @Epoch: 487  >>> 
2023-09-22 16:14:41,705:	[Wall TIME] >>> ChiefCoach.train takes 1.692454 seconds ...
2023-09-22 16:14:41,825:	[Coach] >>> TRAIN @Epoch: 488  >>>  || LOSS Avg: 0.00737
2023-09-22 16:14:41,825:	[Coach] >>> VALID @Epoch: 488  >>> 
2023-09-22 16:14:41,825:	[Coach] >>> TEST  @Epoch: 488  >>> 
2023-09-22 16:14:43,546:	[Wall TIME] >>> ChiefCoach.train takes 1.720946 seconds ...
2023-09-22 16:14:43,612:	[Coach] >>> TRAIN @Epoch: 489  >>>  || LOSS Avg: 0.00753
2023-09-22 16:14:43,612:	[Coach] >>> VALID @Epoch: 489  >>> 
2023-09-22 16:14:43,612:	[Coach] >>> TEST  @Epoch: 489  >>> 
2023-09-22 16:14:45,151:	[Wall TIME] >>> ChiefCoach.train takes 1.538560 seconds ...
2023-09-22 16:14:46,390:	[Wall TIME] >>> ChiefCoach.valid takes 0.981573 seconds ...
2023-09-22 16:14:46,390:	[Coach] >>> TRAIN @Epoch: 490  >>>  || LOSS Avg: 0.00748
2023-09-22 16:14:46,390:	[Coach] >>> VALID @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0185 || HITRATE@5 Avg: 0.0549 || HITRATE@10 Avg: 0.0822 || NDCG@5 Avg: 0.0369 || NDCG@10 Avg: 0.0457
2023-09-22 16:14:46,390:	[Coach] >>> TEST  @Epoch: 490  >>> 
2023-09-22 16:14:48,184:	[Wall TIME] >>> ChiefCoach.train takes 1.793171 seconds ...
2023-09-22 16:14:48,252:	[Coach] >>> TRAIN @Epoch: 491  >>>  || LOSS Avg: 0.00736
2023-09-22 16:14:48,252:	[Coach] >>> VALID @Epoch: 491  >>> 
2023-09-22 16:14:48,252:	[Coach] >>> TEST  @Epoch: 491  >>> 
2023-09-22 16:14:49,858:	[Wall TIME] >>> ChiefCoach.train takes 1.606174 seconds ...
2023-09-22 16:14:50,023:	[Coach] >>> TRAIN @Epoch: 492  >>>  || LOSS Avg: 0.00755
2023-09-22 16:14:50,024:	[Coach] >>> VALID @Epoch: 492  >>> 
2023-09-22 16:14:50,024:	[Coach] >>> TEST  @Epoch: 492  >>> 
2023-09-22 16:14:51,718:	[Wall TIME] >>> ChiefCoach.train takes 1.694246 seconds ...
2023-09-22 16:14:51,923:	[Coach] >>> TRAIN @Epoch: 493  >>>  || LOSS Avg: 0.00734
2023-09-22 16:14:51,924:	[Coach] >>> VALID @Epoch: 493  >>> 
2023-09-22 16:14:51,924:	[Coach] >>> TEST  @Epoch: 493  >>> 
2023-09-22 16:14:53,491:	[Wall TIME] >>> ChiefCoach.train takes 1.567152 seconds ...
2023-09-22 16:14:53,585:	[Coach] >>> TRAIN @Epoch: 494  >>>  || LOSS Avg: 0.00718
2023-09-22 16:14:53,585:	[Coach] >>> VALID @Epoch: 494  >>> 
2023-09-22 16:14:53,585:	[Coach] >>> TEST  @Epoch: 494  >>> 
2023-09-22 16:14:55,116:	[Wall TIME] >>> ChiefCoach.train takes 1.530684 seconds ...
2023-09-22 16:14:56,394:	[Wall TIME] >>> ChiefCoach.valid takes 0.901788 seconds ...
2023-09-22 16:14:56,394:	[Coach] >>> TRAIN @Epoch: 495  >>>  || LOSS Avg: 0.00728
2023-09-22 16:14:56,394:	[Coach] >>> VALID @Epoch: 495  >>>  || HITRATE@1 Avg: 0.0181 || HITRATE@5 Avg: 0.0542 || HITRATE@10 Avg: 0.0817 || NDCG@5 Avg: 0.0365 || NDCG@10 Avg: 0.0454
2023-09-22 16:14:56,394:	[Coach] >>> TEST  @Epoch: 495  >>> 
2023-09-22 16:14:58,157:	[Wall TIME] >>> ChiefCoach.train takes 1.762399 seconds ...
2023-09-22 16:14:58,227:	[Coach] >>> TRAIN @Epoch: 496  >>>  || LOSS Avg: 0.00734
2023-09-22 16:14:58,227:	[Coach] >>> VALID @Epoch: 496  >>> 
2023-09-22 16:14:58,227:	[Coach] >>> TEST  @Epoch: 496  >>> 
2023-09-22 16:14:59,944:	[Wall TIME] >>> ChiefCoach.train takes 1.717102 seconds ...
2023-09-22 16:15:00,014:	[Coach] >>> TRAIN @Epoch: 497  >>>  || LOSS Avg: 0.00727
2023-09-22 16:15:00,014:	[Coach] >>> VALID @Epoch: 497  >>> 
2023-09-22 16:15:00,014:	[Coach] >>> TEST  @Epoch: 497  >>> 
2023-09-22 16:15:01,643:	[Wall TIME] >>> ChiefCoach.train takes 1.628169 seconds ...
2023-09-22 16:15:01,707:	[Coach] >>> TRAIN @Epoch: 498  >>>  || LOSS Avg: 0.00732
2023-09-22 16:15:01,707:	[Coach] >>> VALID @Epoch: 498  >>> 
2023-09-22 16:15:01,707:	[Coach] >>> TEST  @Epoch: 498  >>> 
2023-09-22 16:15:03,285:	[Wall TIME] >>> ChiefCoach.train takes 1.577833 seconds ...
2023-09-22 16:15:03,383:	[Coach] >>> TRAIN @Epoch: 499  >>>  || LOSS Avg: 0.00733
2023-09-22 16:15:03,384:	[Coach] >>> VALID @Epoch: 499  >>> 
2023-09-22 16:15:03,384:	[Coach] >>> TEST  @Epoch: 499  >>> 
2023-09-22 16:15:05,006:	[Wall TIME] >>> ChiefCoach.train takes 1.622093 seconds ...
2023-09-22 16:15:06,190:	[Wall TIME] >>> ChiefCoach.valid takes 0.973250 seconds ...
2023-09-22 16:15:06,191:	[Coach] >>> TRAIN @Epoch: 500  >>>  || LOSS Avg: 0.00722
2023-09-22 16:15:06,191:	[Coach] >>> VALID @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0179 || HITRATE@5 Avg: 0.0551 || HITRATE@10 Avg: 0.0825 || NDCG@5 Avg: 0.0367 || NDCG@10 Avg: 0.0455
2023-09-22 16:15:06,191:	[Coach] >>> TEST  @Epoch: 500  >>> 
2023-09-22 16:15:07,834:	[Wall TIME] >>> ChiefCoach.train takes 1.642245 seconds ...
2023-09-22 16:15:08,010:	[Coach] >>> TRAIN @Epoch: 501  >>>  || LOSS Avg: 0.00711
2023-09-22 16:15:08,010:	[Coach] >>> VALID @Epoch: 501  >>> 
2023-09-22 16:15:08,010:	[Coach] >>> TEST  @Epoch: 501  >>> 
2023-09-22 16:15:09,713:	[Wall TIME] >>> ChiefCoach.train takes 1.703077 seconds ...
2023-09-22 16:15:09,883:	[Coach] >>> TRAIN @Epoch: 502  >>>  || LOSS Avg: 0.00744
2023-09-22 16:15:09,883:	[Coach] >>> VALID @Epoch: 502  >>> 
2023-09-22 16:15:09,884:	[Coach] >>> TEST  @Epoch: 502  >>> 
2023-09-22 16:15:11,787:	[Wall TIME] >>> ChiefCoach.train takes 1.903314 seconds ...
2023-09-22 16:15:11,859:	[Coach] >>> TRAIN @Epoch: 503  >>>  || LOSS Avg: 0.00727
2023-09-22 16:15:11,860:	[Coach] >>> VALID @Epoch: 503  >>> 
2023-09-22 16:15:11,860:	[Coach] >>> TEST  @Epoch: 503  >>> 
2023-09-22 16:15:13,536:	[Wall TIME] >>> ChiefCoach.train takes 1.676232 seconds ...
2023-09-22 16:15:13,625:	[Coach] >>> TRAIN @Epoch: 504  >>>  || LOSS Avg: 0.00725
2023-09-22 16:15:13,625:	[Coach] >>> VALID @Epoch: 504  >>> 
2023-09-22 16:15:13,625:	[Coach] >>> TEST  @Epoch: 504  >>> 
2023-09-22 16:15:15,236:	[Wall TIME] >>> ChiefCoach.train takes 1.611315 seconds ...
2023-09-22 16:15:16,435:	[Wall TIME] >>> ChiefCoach.valid takes 1.132102 seconds ...
2023-09-22 16:15:16,435:	[Coach] >>> TRAIN @Epoch: 505  >>>  || LOSS Avg: 0.00724
2023-09-22 16:15:16,435:	[Coach] >>> VALID @Epoch: 505  >>>  || HITRATE@1 Avg: 0.0176 || HITRATE@5 Avg: 0.0552 || HITRATE@10 Avg: 0.0824 || NDCG@5 Avg: 0.0366 || NDCG@10 Avg: 0.0453
2023-09-22 16:15:16,435:	[Coach] >>> TEST  @Epoch: 505  >>> 
2023-09-22 16:15:17,858:	[Wall TIME] >>> ChiefCoach.train takes 1.423033 seconds ...
2023-09-22 16:15:17,931:	[Coach] >>> TRAIN @Epoch: 506  >>>  || LOSS Avg: 0.00703
2023-09-22 16:15:17,931:	[Coach] >>> VALID @Epoch: 506  >>> 
2023-09-22 16:15:17,931:	[Coach] >>> TEST  @Epoch: 506  >>> 
2023-09-22 16:15:19,652:	[Wall TIME] >>> ChiefCoach.train takes 1.720674 seconds ...
2023-09-22 16:15:19,723:	[Coach] >>> TRAIN @Epoch: 507  >>>  || LOSS Avg: 0.00719
2023-09-22 16:15:19,723:	[Coach] >>> VALID @Epoch: 507  >>> 
2023-09-22 16:15:19,723:	[Coach] >>> TEST  @Epoch: 507  >>> 
2023-09-22 16:15:21,480:	[Wall TIME] >>> ChiefCoach.train takes 1.756715 seconds ...
2023-09-22 16:15:21,565:	[Coach] >>> TRAIN @Epoch: 508  >>>  || LOSS Avg: 0.00707
2023-09-22 16:15:21,565:	[Coach] >>> VALID @Epoch: 508  >>> 
2023-09-22 16:15:21,565:	[Coach] >>> TEST  @Epoch: 508  >>> 
2023-09-22 16:15:23,222:	[Wall TIME] >>> ChiefCoach.train takes 1.656654 seconds ...
2023-09-22 16:15:23,288:	[Coach] >>> TRAIN @Epoch: 509  >>>  || LOSS Avg: 0.00736
2023-09-22 16:15:23,288:	[Coach] >>> VALID @Epoch: 509  >>> 
2023-09-22 16:15:23,288:	[Coach] >>> TEST  @Epoch: 509  >>> 
2023-09-22 16:15:24,988:	[Wall TIME] >>> ChiefCoach.train takes 1.699870 seconds ...
2023-09-22 16:15:26,031:	[Wall TIME] >>> ChiefCoach.valid takes 0.948491 seconds ...
2023-09-22 16:15:26,031:	[Coach] >>> TRAIN @Epoch: 510  >>>  || LOSS Avg: 0.00710
2023-09-22 16:15:26,031:	[Coach] >>> VALID @Epoch: 510  >>>  || HITRATE@1 Avg: 0.0171 || HITRATE@5 Avg: 0.0549 || HITRATE@10 Avg: 0.0818 || NDCG@5 Avg: 0.0361 || NDCG@10 Avg: 0.0448
2023-09-22 16:15:26,031:	[Coach] >>> TEST  @Epoch: 510  >>> 
2023-09-22 16:15:27,701:	[Wall TIME] >>> ChiefCoach.train takes 1.669868 seconds ...
2023-09-22 16:15:27,766:	[Coach] >>> TRAIN @Epoch: 511  >>>  || LOSS Avg: 0.00710
2023-09-22 16:15:27,766:	[Coach] >>> VALID @Epoch: 511  >>> 
2023-09-22 16:15:27,767:	[Coach] >>> TEST  @Epoch: 511  >>> 
2023-09-22 16:15:29,424:	[Wall TIME] >>> ChiefCoach.train takes 1.657181 seconds ...
2023-09-22 16:15:29,486:	[Coach] >>> TRAIN @Epoch: 512  >>>  || LOSS Avg: 0.00752
2023-09-22 16:15:29,486:	[Coach] >>> VALID @Epoch: 512  >>> 
2023-09-22 16:15:29,486:	[Coach] >>> TEST  @Epoch: 512  >>> 
2023-09-22 16:15:31,208:	[Wall TIME] >>> ChiefCoach.train takes 1.721715 seconds ...
2023-09-22 16:15:31,407:	[Coach] >>> TRAIN @Epoch: 513  >>>  || LOSS Avg: 0.00707
2023-09-22 16:15:31,408:	[Coach] >>> VALID @Epoch: 513  >>> 
2023-09-22 16:15:31,408:	[Coach] >>> TEST  @Epoch: 513  >>> 
2023-09-22 16:15:33,172:	[Wall TIME] >>> ChiefCoach.train takes 1.763744 seconds ...
2023-09-22 16:15:33,286:	[Coach] >>> TRAIN @Epoch: 514  >>>  || LOSS Avg: 0.00740
2023-09-22 16:15:33,286:	[Coach] >>> VALID @Epoch: 514  >>> 
2023-09-22 16:15:33,286:	[Coach] >>> TEST  @Epoch: 514  >>> 
2023-09-22 16:15:34,843:	[Wall TIME] >>> ChiefCoach.train takes 1.557501 seconds ...
2023-09-22 16:15:35,944:	[Wall TIME] >>> ChiefCoach.valid takes 0.977813 seconds ...
2023-09-22 16:15:35,945:	[Coach] >>> TRAIN @Epoch: 515  >>>  || LOSS Avg: 0.00718
2023-09-22 16:15:35,945:	[Coach] >>> VALID @Epoch: 515  >>>  || HITRATE@1 Avg: 0.0174 || HITRATE@5 Avg: 0.0550 || HITRATE@10 Avg: 0.0812 || NDCG@5 Avg: 0.0364 || NDCG@10 Avg: 0.0449
2023-09-22 16:15:35,945:	[Coach] >>> TEST  @Epoch: 515  >>> 
2023-09-22 16:15:37,546:	[Wall TIME] >>> ChiefCoach.train takes 1.600629 seconds ...
2023-09-22 16:15:37,611:	[Coach] >>> TRAIN @Epoch: 516  >>>  || LOSS Avg: 0.00707
2023-09-22 16:15:37,611:	[Coach] >>> VALID @Epoch: 516  >>> 
2023-09-22 16:15:37,611:	[Coach] >>> TEST  @Epoch: 516  >>> 
2023-09-22 16:15:39,310:	[Wall TIME] >>> ChiefCoach.train takes 1.698187 seconds ...
2023-09-22 16:15:39,383:	[Coach] >>> TRAIN @Epoch: 517  >>>  || LOSS Avg: 0.00721
2023-09-22 16:15:39,383:	[Coach] >>> VALID @Epoch: 517  >>> 
2023-09-22 16:15:39,383:	[Coach] >>> TEST  @Epoch: 517  >>> 
2023-09-22 16:15:41,202:	[Wall TIME] >>> ChiefCoach.train takes 1.819415 seconds ...
2023-09-22 16:15:41,284:	[Coach] >>> TRAIN @Epoch: 518  >>>  || LOSS Avg: 0.00733
2023-09-22 16:15:41,284:	[Coach] >>> VALID @Epoch: 518  >>> 
2023-09-22 16:15:41,284:	[Coach] >>> TEST  @Epoch: 518  >>> 
2023-09-22 16:15:43,094:	[Wall TIME] >>> ChiefCoach.train takes 1.809681 seconds ...
2023-09-22 16:15:43,158:	[Coach] >>> TRAIN @Epoch: 519  >>>  || LOSS Avg: 0.00719
2023-09-22 16:15:43,158:	[Coach] >>> VALID @Epoch: 519  >>> 
2023-09-22 16:15:43,158:	[Coach] >>> TEST  @Epoch: 519  >>> 
2023-09-22 16:15:44,652:	[Wall TIME] >>> ChiefCoach.train takes 1.493697 seconds ...
2023-09-22 16:15:45,711:	[Wall TIME] >>> ChiefCoach.valid takes 0.985858 seconds ...
2023-09-22 16:15:45,712:	[Coach] >>> TRAIN @Epoch: 520  >>>  || LOSS Avg: 0.00732
2023-09-22 16:15:45,712:	[Coach] >>> VALID @Epoch: 520  >>>  || HITRATE@1 Avg: 0.0172 || HITRATE@5 Avg: 0.0547 || HITRATE@10 Avg: 0.0817 || NDCG@5 Avg: 0.0363 || NDCG@10 Avg: 0.0450
2023-09-22 16:15:45,712:	[Coach] >>> TEST  @Epoch: 520  >>> 
2023-09-22 16:15:47,521:	[Wall TIME] >>> ChiefCoach.train takes 1.808843 seconds ...
2023-09-22 16:15:47,584:	[Coach] >>> TRAIN @Epoch: 521  >>>  || LOSS Avg: 0.00724
2023-09-22 16:15:47,585:	[Coach] >>> VALID @Epoch: 521  >>> 
2023-09-22 16:15:47,585:	[Coach] >>> TEST  @Epoch: 521  >>> 
2023-09-22 16:15:49,305:	[Wall TIME] >>> ChiefCoach.train takes 1.720431 seconds ...
2023-09-22 16:15:49,370:	[Coach] >>> TRAIN @Epoch: 522  >>>  || LOSS Avg: 0.00714
2023-09-22 16:15:49,370:	[Coach] >>> VALID @Epoch: 522  >>> 
2023-09-22 16:15:49,370:	[Coach] >>> TEST  @Epoch: 522  >>> 
2023-09-22 16:15:50,984:	[Wall TIME] >>> ChiefCoach.train takes 1.613809 seconds ...
2023-09-22 16:15:51,050:	[Coach] >>> TRAIN @Epoch: 523  >>>  || LOSS Avg: 0.00723
2023-09-22 16:15:51,051:	[Coach] >>> VALID @Epoch: 523  >>> 
2023-09-22 16:15:51,051:	[Coach] >>> TEST  @Epoch: 523  >>> 
2023-09-22 16:15:52,756:	[Wall TIME] >>> ChiefCoach.train takes 1.704802 seconds ...
2023-09-22 16:15:52,826:	[Coach] >>> TRAIN @Epoch: 524  >>>  || LOSS Avg: 0.00727
2023-09-22 16:15:52,826:	[Coach] >>> VALID @Epoch: 524  >>> 
2023-09-22 16:15:52,826:	[Coach] >>> TEST  @Epoch: 524  >>> 
2023-09-22 16:15:54,579:	[Wall TIME] >>> ChiefCoach.train takes 1.752205 seconds ...
2023-09-22 16:15:55,580:	[Wall TIME] >>> ChiefCoach.valid takes 0.931705 seconds ...
2023-09-22 16:15:55,580:	[Coach] >>> TRAIN @Epoch: 525  >>>  || LOSS Avg: 0.00703
2023-09-22 16:15:55,580:	[Coach] >>> VALID @Epoch: 525  >>>  || HITRATE@1 Avg: 0.0172 || HITRATE@5 Avg: 0.0549 || HITRATE@10 Avg: 0.0821 || NDCG@5 Avg: 0.0365 || NDCG@10 Avg: 0.0452
2023-09-22 16:15:55,580:	[Coach] >>> TEST  @Epoch: 525  >>> 
2023-09-22 16:15:57,307:	[Wall TIME] >>> ChiefCoach.train takes 1.726618 seconds ...
2023-09-22 16:15:57,375:	[Coach] >>> TRAIN @Epoch: 526  >>>  || LOSS Avg: 0.00719
2023-09-22 16:15:57,376:	[Coach] >>> VALID @Epoch: 526  >>> 
2023-09-22 16:15:57,376:	[Coach] >>> TEST  @Epoch: 526  >>> 
2023-09-22 16:15:58,914:	[Wall TIME] >>> ChiefCoach.train takes 1.537869 seconds ...
2023-09-22 16:15:58,975:	[Coach] >>> TRAIN @Epoch: 527  >>>  || LOSS Avg: 0.00727
2023-09-22 16:15:58,975:	[Coach] >>> VALID @Epoch: 527  >>> 
2023-09-22 16:15:58,975:	[Coach] >>> TEST  @Epoch: 527  >>> 
2023-09-22 16:16:00,728:	[Wall TIME] >>> ChiefCoach.train takes 1.752581 seconds ...
2023-09-22 16:16:00,794:	[Coach] >>> TRAIN @Epoch: 528  >>>  || LOSS Avg: 0.00725
2023-09-22 16:16:00,795:	[Coach] >>> VALID @Epoch: 528  >>> 
2023-09-22 16:16:00,795:	[Coach] >>> TEST  @Epoch: 528  >>> 
2023-09-22 16:16:02,632:	[Wall TIME] >>> ChiefCoach.train takes 1.837121 seconds ...
2023-09-22 16:16:02,697:	[Coach] >>> TRAIN @Epoch: 529  >>>  || LOSS Avg: 0.00708
2023-09-22 16:16:02,697:	[Coach] >>> VALID @Epoch: 529  >>> 
2023-09-22 16:16:02,697:	[Coach] >>> TEST  @Epoch: 529  >>> 
2023-09-22 16:16:04,509:	[Wall TIME] >>> ChiefCoach.train takes 1.812098 seconds ...
2023-09-22 16:16:05,504:	[Wall TIME] >>> ChiefCoach.valid takes 0.928439 seconds ...
2023-09-22 16:16:05,504:	[Coach] >>> TRAIN @Epoch: 530  >>>  || LOSS Avg: 0.00699
2023-09-22 16:16:05,504:	[Coach] >>> VALID @Epoch: 530  >>>  || HITRATE@1 Avg: 0.0177 || HITRATE@5 Avg: 0.0552 || HITRATE@10 Avg: 0.0832 || NDCG@5 Avg: 0.0367 || NDCG@10 Avg: 0.0458
2023-09-22 16:16:05,504:	[Coach] >>> TEST  @Epoch: 530  >>> 
2023-09-22 16:16:07,148:	[Wall TIME] >>> ChiefCoach.train takes 1.643800 seconds ...
2023-09-22 16:16:07,444:	[Coach] >>> TRAIN @Epoch: 531  >>>  || LOSS Avg: 0.00708
2023-09-22 16:16:07,444:	[Coach] >>> VALID @Epoch: 531  >>> 
2023-09-22 16:16:07,444:	[Coach] >>> TEST  @Epoch: 531  >>> 
2023-09-22 16:16:09,058:	[Wall TIME] >>> ChiefCoach.train takes 1.613162 seconds ...
2023-09-22 16:16:09,271:	[Coach] >>> TRAIN @Epoch: 532  >>>  || LOSS Avg: 0.00709
2023-09-22 16:16:09,272:	[Coach] >>> VALID @Epoch: 532  >>> 
2023-09-22 16:16:09,272:	[Coach] >>> TEST  @Epoch: 532  >>> 
2023-09-22 16:16:11,077:	[Wall TIME] >>> ChiefCoach.train takes 1.805178 seconds ...
2023-09-22 16:16:11,143:	[Coach] >>> TRAIN @Epoch: 533  >>>  || LOSS Avg: 0.00707
2023-09-22 16:16:11,143:	[Coach] >>> VALID @Epoch: 533  >>> 
2023-09-22 16:16:11,143:	[Coach] >>> TEST  @Epoch: 533  >>> 
2023-09-22 16:16:12,693:	[Wall TIME] >>> ChiefCoach.train takes 1.549203 seconds ...
2023-09-22 16:16:12,769:	[Coach] >>> TRAIN @Epoch: 534  >>>  || LOSS Avg: 0.00715
2023-09-22 16:16:12,769:	[Coach] >>> VALID @Epoch: 534  >>> 
2023-09-22 16:16:12,769:	[Coach] >>> TEST  @Epoch: 534  >>> 
2023-09-22 16:16:14,431:	[Wall TIME] >>> ChiefCoach.train takes 1.662247 seconds ...
2023-09-22 16:16:15,445:	[Wall TIME] >>> ChiefCoach.valid takes 0.946312 seconds ...
2023-09-22 16:16:15,445:	[Coach] >>> TRAIN @Epoch: 535  >>>  || LOSS Avg: 0.00692
2023-09-22 16:16:15,446:	[Coach] >>> VALID @Epoch: 535  >>>  || HITRATE@1 Avg: 0.0182 || HITRATE@5 Avg: 0.0553 || HITRATE@10 Avg: 0.0824 || NDCG@5 Avg: 0.0370 || NDCG@10 Avg: 0.0457
2023-09-22 16:16:15,446:	[Coach] >>> TEST  @Epoch: 535  >>> 
2023-09-22 16:16:17,457:	[Wall TIME] >>> ChiefCoach.train takes 2.011287 seconds ...
2023-09-22 16:16:17,525:	[Coach] >>> TRAIN @Epoch: 536  >>>  || LOSS Avg: 0.00700
2023-09-22 16:16:17,525:	[Coach] >>> VALID @Epoch: 536  >>> 
2023-09-22 16:16:17,525:	[Coach] >>> TEST  @Epoch: 536  >>> 
2023-09-22 16:16:19,317:	[Wall TIME] >>> ChiefCoach.train takes 1.792159 seconds ...
2023-09-22 16:16:19,386:	[Coach] >>> TRAIN @Epoch: 537  >>>  || LOSS Avg: 0.00706
2023-09-22 16:16:19,387:	[Coach] >>> VALID @Epoch: 537  >>> 
2023-09-22 16:16:19,387:	[Coach] >>> TEST  @Epoch: 537  >>> 
2023-09-22 16:16:20,888:	[Wall TIME] >>> ChiefCoach.train takes 1.501091 seconds ...
2023-09-22 16:16:20,959:	[Coach] >>> TRAIN @Epoch: 538  >>>  || LOSS Avg: 0.00702
2023-09-22 16:16:20,959:	[Coach] >>> VALID @Epoch: 538  >>> 
2023-09-22 16:16:20,959:	[Coach] >>> TEST  @Epoch: 538  >>> 
2023-09-22 16:16:22,553:	[Wall TIME] >>> ChiefCoach.train takes 1.594188 seconds ...
2023-09-22 16:16:22,997:	[Coach] >>> TRAIN @Epoch: 539  >>>  || LOSS Avg: 0.00712
2023-09-22 16:16:22,997:	[Coach] >>> VALID @Epoch: 539  >>> 
2023-09-22 16:16:22,997:	[Coach] >>> TEST  @Epoch: 539  >>> 
2023-09-22 16:16:24,704:	[Wall TIME] >>> ChiefCoach.train takes 1.707049 seconds ...
2023-09-22 16:16:25,744:	[Wall TIME] >>> ChiefCoach.valid takes 0.910699 seconds ...
2023-09-22 16:16:25,744:	[Coach] >>> TRAIN @Epoch: 540  >>>  || LOSS Avg: 0.00714
2023-09-22 16:16:25,744:	[Coach] >>> VALID @Epoch: 540  >>>  || HITRATE@1 Avg: 0.0182 || HITRATE@5 Avg: 0.0547 || HITRATE@10 Avg: 0.0824 || NDCG@5 Avg: 0.0367 || NDCG@10 Avg: 0.0456
2023-09-22 16:16:25,745:	[Coach] >>> TEST  @Epoch: 540  >>> 
2023-09-22 16:16:27,225:	[Wall TIME] >>> ChiefCoach.train takes 1.479858 seconds ...
2023-09-22 16:16:27,298:	[Coach] >>> TRAIN @Epoch: 541  >>>  || LOSS Avg: 0.00688
2023-09-22 16:16:27,298:	[Coach] >>> VALID @Epoch: 541  >>> 
2023-09-22 16:16:27,298:	[Coach] >>> TEST  @Epoch: 541  >>> 
2023-09-22 16:16:29,293:	[Wall TIME] >>> ChiefCoach.train takes 1.994534 seconds ...
2023-09-22 16:16:29,375:	[Coach] >>> TRAIN @Epoch: 542  >>>  || LOSS Avg: 0.00717
2023-09-22 16:16:29,375:	[Coach] >>> VALID @Epoch: 542  >>> 
2023-09-22 16:16:29,375:	[Coach] >>> TEST  @Epoch: 542  >>> 
2023-09-22 16:16:31,092:	[Wall TIME] >>> ChiefCoach.train takes 1.716605 seconds ...
2023-09-22 16:16:31,171:	[Coach] >>> TRAIN @Epoch: 543  >>>  || LOSS Avg: 0.00703
2023-09-22 16:16:31,171:	[Coach] >>> VALID @Epoch: 543  >>> 
2023-09-22 16:16:31,171:	[Coach] >>> TEST  @Epoch: 543  >>> 
2023-09-22 16:16:32,942:	[Wall TIME] >>> ChiefCoach.train takes 1.770628 seconds ...
2023-09-22 16:16:33,008:	[Coach] >>> TRAIN @Epoch: 544  >>>  || LOSS Avg: 0.00711
2023-09-22 16:16:33,008:	[Coach] >>> VALID @Epoch: 544  >>> 
2023-09-22 16:16:33,008:	[Coach] >>> TEST  @Epoch: 544  >>> 
2023-09-22 16:16:34,494:	[Wall TIME] >>> ChiefCoach.train takes 1.485821 seconds ...
2023-09-22 16:16:35,468:	[Wall TIME] >>> ChiefCoach.valid takes 0.890672 seconds ...
2023-09-22 16:16:35,468:	[Coach] >>> TRAIN @Epoch: 545  >>>  || LOSS Avg: 0.00705
2023-09-22 16:16:35,468:	[Coach] >>> VALID @Epoch: 545  >>>  || HITRATE@1 Avg: 0.0181 || HITRATE@5 Avg: 0.0553 || HITRATE@10 Avg: 0.0824 || NDCG@5 Avg: 0.0370 || NDCG@10 Avg: 0.0457
2023-09-22 16:16:35,469:	[Coach] >>> TEST  @Epoch: 545  >>> 
2023-09-22 16:16:37,080:	[Wall TIME] >>> ChiefCoach.train takes 1.611420 seconds ...
2023-09-22 16:16:37,151:	[Coach] >>> TRAIN @Epoch: 546  >>>  || LOSS Avg: 0.00698
2023-09-22 16:16:37,151:	[Coach] >>> VALID @Epoch: 546  >>> 
2023-09-22 16:16:37,151:	[Coach] >>> TEST  @Epoch: 546  >>> 
2023-09-22 16:16:38,703:	[Wall TIME] >>> ChiefCoach.train takes 1.551453 seconds ...
2023-09-22 16:16:38,772:	[Coach] >>> TRAIN @Epoch: 547  >>>  || LOSS Avg: 0.00706
2023-09-22 16:16:38,772:	[Coach] >>> VALID @Epoch: 547  >>> 
2023-09-22 16:16:38,772:	[Coach] >>> TEST  @Epoch: 547  >>> 
2023-09-22 16:16:40,629:	[Wall TIME] >>> ChiefCoach.train takes 1.856549 seconds ...
2023-09-22 16:16:40,709:	[Coach] >>> TRAIN @Epoch: 548  >>>  || LOSS Avg: 0.00700
2023-09-22 16:16:40,709:	[Coach] >>> VALID @Epoch: 548  >>> 
2023-09-22 16:16:40,709:	[Coach] >>> TEST  @Epoch: 548  >>> 
2023-09-22 16:16:42,422:	[Wall TIME] >>> ChiefCoach.train takes 1.713489 seconds ...
2023-09-22 16:16:42,486:	[Coach] >>> TRAIN @Epoch: 549  >>>  || LOSS Avg: 0.00712
2023-09-22 16:16:42,486:	[Coach] >>> VALID @Epoch: 549  >>> 
2023-09-22 16:16:42,486:	[Coach] >>> TEST  @Epoch: 549  >>> 
2023-09-22 16:16:44,291:	[Wall TIME] >>> ChiefCoach.train takes 1.804807 seconds ...
2023-09-22 16:16:45,264:	[Wall TIME] >>> ChiefCoach.valid takes 0.910549 seconds ...
2023-09-22 16:16:45,264:	[Coach] >>> TRAIN @Epoch: 550  >>>  || LOSS Avg: 0.00702
2023-09-22 16:16:45,264:	[Coach] >>> VALID @Epoch: 550  >>>  || HITRATE@1 Avg: 0.0174 || HITRATE@5 Avg: 0.0550 || HITRATE@10 Avg: 0.0820 || NDCG@5 Avg: 0.0366 || NDCG@10 Avg: 0.0453
2023-09-22 16:16:45,264:	[Coach] >>> TEST  @Epoch: 550  >>> 
2023-09-22 16:16:46,736:	[Wall TIME] >>> ChiefCoach.train takes 1.471289 seconds ...
2023-09-22 16:16:46,797:	[Coach] >>> TRAIN @Epoch: 551  >>>  || LOSS Avg: 0.00702
2023-09-22 16:16:46,798:	[Coach] >>> VALID @Epoch: 551  >>> 
2023-09-22 16:16:46,798:	[Coach] >>> TEST  @Epoch: 551  >>> 
2023-09-22 16:16:48,660:	[Wall TIME] >>> ChiefCoach.train takes 1.861758 seconds ...
2023-09-22 16:16:48,727:	[Coach] >>> TRAIN @Epoch: 552  >>>  || LOSS Avg: 0.00707
2023-09-22 16:16:48,727:	[Coach] >>> VALID @Epoch: 552  >>> 
2023-09-22 16:16:48,727:	[Coach] >>> TEST  @Epoch: 552  >>> 
2023-09-22 16:16:50,637:	[Wall TIME] >>> ChiefCoach.train takes 1.910325 seconds ...
2023-09-22 16:16:50,716:	[Coach] >>> TRAIN @Epoch: 553  >>>  || LOSS Avg: 0.00699
2023-09-22 16:16:50,716:	[Coach] >>> VALID @Epoch: 553  >>> 
2023-09-22 16:16:50,716:	[Coach] >>> TEST  @Epoch: 553  >>> 
2023-09-22 16:16:52,316:	[Wall TIME] >>> ChiefCoach.train takes 1.600176 seconds ...
2023-09-22 16:16:52,404:	[Coach] >>> TRAIN @Epoch: 554  >>>  || LOSS Avg: 0.00694
2023-09-22 16:16:52,404:	[Coach] >>> VALID @Epoch: 554  >>> 
2023-09-22 16:16:52,404:	[Coach] >>> TEST  @Epoch: 554  >>> 
2023-09-22 16:16:54,007:	[Wall TIME] >>> ChiefCoach.train takes 1.602706 seconds ...
2023-09-22 16:16:55,142:	[Wall TIME] >>> ChiefCoach.valid takes 0.974165 seconds ...
2023-09-22 16:16:55,143:	[Coach] >>> TRAIN @Epoch: 555  >>>  || LOSS Avg: 0.00689
2023-09-22 16:16:55,143:	[Coach] >>> VALID @Epoch: 555  >>>  || HITRATE@1 Avg: 0.0185 || HITRATE@5 Avg: 0.0551 || HITRATE@10 Avg: 0.0829 || NDCG@5 Avg: 0.0371 || NDCG@10 Avg: 0.0459
2023-09-22 16:16:55,143:	[Coach] >>> TEST  @Epoch: 555  >>> 
2023-09-22 16:16:56,746:	[Wall TIME] >>> ChiefCoach.train takes 1.603025 seconds ...
2023-09-22 16:16:56,815:	[Coach] >>> TRAIN @Epoch: 556  >>>  || LOSS Avg: 0.00685
2023-09-22 16:16:56,816:	[Coach] >>> VALID @Epoch: 556  >>> 
2023-09-22 16:16:56,816:	[Coach] >>> TEST  @Epoch: 556  >>> 
2023-09-22 16:16:58,383:	[Wall TIME] >>> ChiefCoach.train takes 1.567456 seconds ...
2023-09-22 16:16:58,461:	[Coach] >>> TRAIN @Epoch: 557  >>>  || LOSS Avg: 0.00693
2023-09-22 16:16:58,461:	[Coach] >>> VALID @Epoch: 557  >>> 
2023-09-22 16:16:58,461:	[Coach] >>> TEST  @Epoch: 557  >>> 
2023-09-22 16:17:00,244:	[Wall TIME] >>> ChiefCoach.train takes 1.782473 seconds ...
2023-09-22 16:17:00,428:	[Coach] >>> TRAIN @Epoch: 558  >>>  || LOSS Avg: 0.00697
2023-09-22 16:17:00,428:	[Coach] >>> VALID @Epoch: 558  >>> 
2023-09-22 16:17:00,428:	[Coach] >>> TEST  @Epoch: 558  >>> 
2023-09-22 16:17:02,047:	[Wall TIME] >>> ChiefCoach.train takes 1.618463 seconds ...
2023-09-22 16:17:02,115:	[Coach] >>> TRAIN @Epoch: 559  >>>  || LOSS Avg: 0.00675
2023-09-22 16:17:02,115:	[Coach] >>> VALID @Epoch: 559  >>> 
2023-09-22 16:17:02,115:	[Coach] >>> TEST  @Epoch: 559  >>> 
2023-09-22 16:17:03,717:	[Wall TIME] >>> ChiefCoach.train takes 1.601858 seconds ...
2023-09-22 16:17:04,717:	[Wall TIME] >>> ChiefCoach.valid takes 0.921435 seconds ...
2023-09-22 16:17:04,718:	[Coach] >>> TRAIN @Epoch: 560  >>>  || LOSS Avg: 0.00700
2023-09-22 16:17:04,718:	[Coach] >>> VALID @Epoch: 560  >>>  || HITRATE@1 Avg: 0.0186 || HITRATE@5 Avg: 0.0553 || HITRATE@10 Avg: 0.0830 || NDCG@5 Avg: 0.0372 || NDCG@10 Avg: 0.0461
2023-09-22 16:17:04,718:	[Coach] >>> TEST  @Epoch: 560  >>> 
2023-09-22 16:17:06,432:	[Wall TIME] >>> ChiefCoach.train takes 1.713489 seconds ...
2023-09-22 16:17:06,554:	[Coach] >>> TRAIN @Epoch: 561  >>>  || LOSS Avg: 0.00687
2023-09-22 16:17:06,555:	[Coach] >>> VALID @Epoch: 561  >>> 
2023-09-22 16:17:06,555:	[Coach] >>> TEST  @Epoch: 561  >>> 
2023-09-22 16:17:08,157:	[Wall TIME] >>> ChiefCoach.train takes 1.602242 seconds ...
2023-09-22 16:17:08,222:	[Coach] >>> TRAIN @Epoch: 562  >>>  || LOSS Avg: 0.00683
2023-09-22 16:17:08,222:	[Coach] >>> VALID @Epoch: 562  >>> 
2023-09-22 16:17:08,222:	[Coach] >>> TEST  @Epoch: 562  >>> 
2023-09-22 16:17:09,950:	[Wall TIME] >>> ChiefCoach.train takes 1.727700 seconds ...
2023-09-22 16:17:10,040:	[Coach] >>> TRAIN @Epoch: 563  >>>  || LOSS Avg: 0.00711
2023-09-22 16:17:10,040:	[Coach] >>> VALID @Epoch: 563  >>> 
2023-09-22 16:17:10,040:	[Coach] >>> TEST  @Epoch: 563  >>> 
2023-09-22 16:17:11,712:	[Wall TIME] >>> ChiefCoach.train takes 1.671740 seconds ...
2023-09-22 16:17:11,810:	[Coach] >>> TRAIN @Epoch: 564  >>>  || LOSS Avg: 0.00677
2023-09-22 16:17:11,811:	[Coach] >>> VALID @Epoch: 564  >>> 
2023-09-22 16:17:11,811:	[Coach] >>> TEST  @Epoch: 564  >>> 
2023-09-22 16:17:13,554:	[Wall TIME] >>> ChiefCoach.train takes 1.742681 seconds ...
2023-09-22 16:17:14,664:	[Wall TIME] >>> ChiefCoach.valid takes 0.939660 seconds ...
2023-09-22 16:17:14,664:	[Coach] >>> TRAIN @Epoch: 565  >>>  || LOSS Avg: 0.00671
2023-09-22 16:17:14,664:	[Coach] >>> VALID @Epoch: 565  >>>  || HITRATE@1 Avg: 0.0174 || HITRATE@5 Avg: 0.0557 || HITRATE@10 Avg: 0.0828 || NDCG@5 Avg: 0.0369 || NDCG@10 Avg: 0.0456
2023-09-22 16:17:14,664:	[Coach] >>> TEST  @Epoch: 565  >>> 
2023-09-22 16:17:16,304:	[Wall TIME] >>> ChiefCoach.train takes 1.639844 seconds ...
2023-09-22 16:17:16,370:	[Coach] >>> TRAIN @Epoch: 566  >>>  || LOSS Avg: 0.00699
2023-09-22 16:17:16,371:	[Coach] >>> VALID @Epoch: 566  >>> 
2023-09-22 16:17:16,371:	[Coach] >>> TEST  @Epoch: 566  >>> 
2023-09-22 16:17:17,819:	[Wall TIME] >>> ChiefCoach.train takes 1.448033 seconds ...
2023-09-22 16:17:17,888:	[Coach] >>> TRAIN @Epoch: 567  >>>  || LOSS Avg: 0.00697
2023-09-22 16:17:17,889:	[Coach] >>> VALID @Epoch: 567  >>> 
2023-09-22 16:17:17,889:	[Coach] >>> TEST  @Epoch: 567  >>> 
2023-09-22 16:17:19,614:	[Wall TIME] >>> ChiefCoach.train takes 1.725463 seconds ...
2023-09-22 16:17:19,709:	[Coach] >>> TRAIN @Epoch: 568  >>>  || LOSS Avg: 0.00692
2023-09-22 16:17:19,710:	[Coach] >>> VALID @Epoch: 568  >>> 
2023-09-22 16:17:19,710:	[Coach] >>> TEST  @Epoch: 568  >>> 
2023-09-22 16:17:21,471:	[Wall TIME] >>> ChiefCoach.train takes 1.760985 seconds ...
2023-09-22 16:17:21,538:	[Coach] >>> TRAIN @Epoch: 569  >>>  || LOSS Avg: 0.00676
2023-09-22 16:17:21,538:	[Coach] >>> VALID @Epoch: 569  >>> 
2023-09-22 16:17:21,538:	[Coach] >>> TEST  @Epoch: 569  >>> 
2023-09-22 16:17:23,229:	[Wall TIME] >>> ChiefCoach.train takes 1.690696 seconds ...
2023-09-22 16:17:24,217:	[Wall TIME] >>> ChiefCoach.valid takes 0.924204 seconds ...
2023-09-22 16:17:24,217:	[Coach] >>> TRAIN @Epoch: 570  >>>  || LOSS Avg: 0.00689
2023-09-22 16:17:24,217:	[Coach] >>> VALID @Epoch: 570  >>>  || HITRATE@1 Avg: 0.0174 || HITRATE@5 Avg: 0.0552 || HITRATE@10 Avg: 0.0828 || NDCG@5 Avg: 0.0366 || NDCG@10 Avg: 0.0455
2023-09-22 16:17:24,217:	[Coach] >>> TEST  @Epoch: 570  >>> 
2023-09-22 16:17:25,917:	[Wall TIME] >>> ChiefCoach.train takes 1.699404 seconds ...
2023-09-22 16:17:25,980:	[Coach] >>> TRAIN @Epoch: 571  >>>  || LOSS Avg: 0.00683
2023-09-22 16:17:25,980:	[Coach] >>> VALID @Epoch: 571  >>> 
2023-09-22 16:17:25,980:	[Coach] >>> TEST  @Epoch: 571  >>> 
2023-09-22 16:17:27,456:	[Wall TIME] >>> ChiefCoach.train takes 1.475177 seconds ...
2023-09-22 16:17:27,519:	[Coach] >>> TRAIN @Epoch: 572  >>>  || LOSS Avg: 0.00700
2023-09-22 16:17:27,520:	[Coach] >>> VALID @Epoch: 572  >>> 
2023-09-22 16:17:27,520:	[Coach] >>> TEST  @Epoch: 572  >>> 
2023-09-22 16:17:29,059:	[Wall TIME] >>> ChiefCoach.train takes 1.539433 seconds ...
2023-09-22 16:17:29,126:	[Coach] >>> TRAIN @Epoch: 573  >>>  || LOSS Avg: 0.00687
2023-09-22 16:17:29,126:	[Coach] >>> VALID @Epoch: 573  >>> 
2023-09-22 16:17:29,126:	[Coach] >>> TEST  @Epoch: 573  >>> 
2023-09-22 16:17:30,878:	[Wall TIME] >>> ChiefCoach.train takes 1.751466 seconds ...
2023-09-22 16:17:31,055:	[Coach] >>> TRAIN @Epoch: 574  >>>  || LOSS Avg: 0.00688
2023-09-22 16:17:31,055:	[Coach] >>> VALID @Epoch: 574  >>> 
2023-09-22 16:17:31,055:	[Coach] >>> TEST  @Epoch: 574  >>> 
2023-09-22 16:17:32,821:	[Wall TIME] >>> ChiefCoach.train takes 1.766244 seconds ...
2023-09-22 16:17:33,932:	[Wall TIME] >>> ChiefCoach.valid takes 0.931107 seconds ...
2023-09-22 16:17:33,932:	[Coach] >>> TRAIN @Epoch: 575  >>>  || LOSS Avg: 0.00694
2023-09-22 16:17:33,932:	[Coach] >>> VALID @Epoch: 575  >>>  || HITRATE@1 Avg: 0.0171 || HITRATE@5 Avg: 0.0552 || HITRATE@10 Avg: 0.0827 || NDCG@5 Avg: 0.0365 || NDCG@10 Avg: 0.0453
2023-09-22 16:17:33,932:	[Coach] >>> TEST  @Epoch: 575  >>> 
2023-09-22 16:17:35,835:	[Wall TIME] >>> ChiefCoach.train takes 1.902315 seconds ...
2023-09-22 16:17:35,903:	[Coach] >>> TRAIN @Epoch: 576  >>>  || LOSS Avg: 0.00698
2023-09-22 16:17:35,903:	[Coach] >>> VALID @Epoch: 576  >>> 
2023-09-22 16:17:35,903:	[Coach] >>> TEST  @Epoch: 576  >>> 
2023-09-22 16:17:37,743:	[Wall TIME] >>> ChiefCoach.train takes 1.839503 seconds ...
2023-09-22 16:17:37,805:	[Coach] >>> TRAIN @Epoch: 577  >>>  || LOSS Avg: 0.00697
2023-09-22 16:17:37,805:	[Coach] >>> VALID @Epoch: 577  >>> 
2023-09-22 16:17:37,805:	[Coach] >>> TEST  @Epoch: 577  >>> 
2023-09-22 16:17:39,335:	[Wall TIME] >>> ChiefCoach.train takes 1.529711 seconds ...
2023-09-22 16:17:39,401:	[Coach] >>> TRAIN @Epoch: 578  >>>  || LOSS Avg: 0.00685
2023-09-22 16:17:39,401:	[Coach] >>> VALID @Epoch: 578  >>> 
2023-09-22 16:17:39,401:	[Coach] >>> TEST  @Epoch: 578  >>> 
2023-09-22 16:17:41,114:	[Wall TIME] >>> ChiefCoach.train takes 1.712640 seconds ...
2023-09-22 16:17:41,185:	[Coach] >>> TRAIN @Epoch: 579  >>>  || LOSS Avg: 0.00688
2023-09-22 16:17:41,185:	[Coach] >>> VALID @Epoch: 579  >>> 
2023-09-22 16:17:41,185:	[Coach] >>> TEST  @Epoch: 579  >>> 
2023-09-22 16:17:43,099:	[Wall TIME] >>> ChiefCoach.train takes 1.913060 seconds ...
2023-09-22 16:17:44,090:	[Wall TIME] >>> ChiefCoach.valid takes 0.926621 seconds ...
2023-09-22 16:17:44,091:	[Coach] >>> TRAIN @Epoch: 580  >>>  || LOSS Avg: 0.00699
2023-09-22 16:17:44,091:	[Coach] >>> VALID @Epoch: 580  >>>  || HITRATE@1 Avg: 0.0180 || HITRATE@5 Avg: 0.0549 || HITRATE@10 Avg: 0.0826 || NDCG@5 Avg: 0.0366 || NDCG@10 Avg: 0.0456
2023-09-22 16:17:44,091:	[Coach] >>> TEST  @Epoch: 580  >>> 
2023-09-22 16:17:45,706:	[Wall TIME] >>> ChiefCoach.train takes 1.614428 seconds ...
2023-09-22 16:17:45,877:	[Coach] >>> TRAIN @Epoch: 581  >>>  || LOSS Avg: 0.00677
2023-09-22 16:17:45,878:	[Coach] >>> VALID @Epoch: 581  >>> 
2023-09-22 16:17:45,878:	[Coach] >>> TEST  @Epoch: 581  >>> 
2023-09-22 16:17:47,500:	[Wall TIME] >>> ChiefCoach.train takes 1.622474 seconds ...
2023-09-22 16:17:47,567:	[Coach] >>> TRAIN @Epoch: 582  >>>  || LOSS Avg: 0.00668
2023-09-22 16:17:47,567:	[Coach] >>> VALID @Epoch: 582  >>> 
2023-09-22 16:17:47,567:	[Coach] >>> TEST  @Epoch: 582  >>> 
2023-09-22 16:17:49,002:	[Wall TIME] >>> ChiefCoach.train takes 1.434569 seconds ...
2023-09-22 16:17:49,070:	[Coach] >>> TRAIN @Epoch: 583  >>>  || LOSS Avg: 0.00674
2023-09-22 16:17:49,070:	[Coach] >>> VALID @Epoch: 583  >>> 
2023-09-22 16:17:49,070:	[Coach] >>> TEST  @Epoch: 583  >>> 
2023-09-22 16:17:50,649:	[Wall TIME] >>> ChiefCoach.train takes 1.579257 seconds ...
2023-09-22 16:17:50,977:	[Coach] >>> TRAIN @Epoch: 584  >>>  || LOSS Avg: 0.00671
2023-09-22 16:17:50,977:	[Coach] >>> VALID @Epoch: 584  >>> 
2023-09-22 16:17:50,977:	[Coach] >>> TEST  @Epoch: 584  >>> 
2023-09-22 16:17:52,562:	[Wall TIME] >>> ChiefCoach.train takes 1.585102 seconds ...
2023-09-22 16:17:53,583:	[Wall TIME] >>> ChiefCoach.valid takes 0.940113 seconds ...
2023-09-22 16:17:53,583:	[Coach] >>> TRAIN @Epoch: 585  >>>  || LOSS Avg: 0.00681
2023-09-22 16:17:53,583:	[Coach] >>> VALID @Epoch: 585  >>>  || HITRATE@1 Avg: 0.0174 || HITRATE@5 Avg: 0.0554 || HITRATE@10 Avg: 0.0827 || NDCG@5 Avg: 0.0365 || NDCG@10 Avg: 0.0453
2023-09-22 16:17:53,584:	[Coach] >>> TEST  @Epoch: 585  >>> 
2023-09-22 16:17:55,104:	[Wall TIME] >>> ChiefCoach.train takes 1.520371 seconds ...
2023-09-22 16:17:55,283:	[Coach] >>> TRAIN @Epoch: 586  >>>  || LOSS Avg: 0.00681
2023-09-22 16:17:55,283:	[Coach] >>> VALID @Epoch: 586  >>> 
2023-09-22 16:17:55,283:	[Coach] >>> TEST  @Epoch: 586  >>> 
2023-09-22 16:17:56,793:	[Wall TIME] >>> ChiefCoach.train takes 1.509955 seconds ...
2023-09-22 16:17:56,876:	[Coach] >>> TRAIN @Epoch: 587  >>>  || LOSS Avg: 0.00675
2023-09-22 16:17:56,876:	[Coach] >>> VALID @Epoch: 587  >>> 
2023-09-22 16:17:56,876:	[Coach] >>> TEST  @Epoch: 587  >>> 
2023-09-22 16:17:58,520:	[Wall TIME] >>> ChiefCoach.train takes 1.643658 seconds ...
2023-09-22 16:17:58,703:	[Coach] >>> TRAIN @Epoch: 588  >>>  || LOSS Avg: 0.00679
2023-09-22 16:17:58,703:	[Coach] >>> VALID @Epoch: 588  >>> 
2023-09-22 16:17:58,703:	[Coach] >>> TEST  @Epoch: 588  >>> 
2023-09-22 16:18:00,313:	[Wall TIME] >>> ChiefCoach.train takes 1.609251 seconds ...
2023-09-22 16:18:00,491:	[Coach] >>> TRAIN @Epoch: 589  >>>  || LOSS Avg: 0.00689
2023-09-22 16:18:00,491:	[Coach] >>> VALID @Epoch: 589  >>> 
2023-09-22 16:18:00,491:	[Coach] >>> TEST  @Epoch: 589  >>> 
2023-09-22 16:18:02,048:	[Wall TIME] >>> ChiefCoach.train takes 1.556553 seconds ...
2023-09-22 16:18:03,300:	[Wall TIME] >>> ChiefCoach.valid takes 1.068994 seconds ...
2023-09-22 16:18:03,300:	[Coach] >>> TRAIN @Epoch: 590  >>>  || LOSS Avg: 0.00669
2023-09-22 16:18:03,300:	[Coach] >>> VALID @Epoch: 590  >>>  || HITRATE@1 Avg: 0.0169 || HITRATE@5 Avg: 0.0552 || HITRATE@10 Avg: 0.0822 || NDCG@5 Avg: 0.0363 || NDCG@10 Avg: 0.0450
2023-09-22 16:18:03,300:	[Coach] >>> TEST  @Epoch: 590  >>> 
2023-09-22 16:18:05,132:	[Wall TIME] >>> ChiefCoach.train takes 1.831382 seconds ...
2023-09-22 16:18:05,201:	[Coach] >>> TRAIN @Epoch: 591  >>>  || LOSS Avg: 0.00677
2023-09-22 16:18:05,201:	[Coach] >>> VALID @Epoch: 591  >>> 
2023-09-22 16:18:05,201:	[Coach] >>> TEST  @Epoch: 591  >>> 
2023-09-22 16:18:06,970:	[Wall TIME] >>> ChiefCoach.train takes 1.768879 seconds ...
2023-09-22 16:18:07,086:	[Coach] >>> TRAIN @Epoch: 592  >>>  || LOSS Avg: 0.00675
2023-09-22 16:18:07,086:	[Coach] >>> VALID @Epoch: 592  >>> 
2023-09-22 16:18:07,086:	[Coach] >>> TEST  @Epoch: 592  >>> 
2023-09-22 16:18:08,851:	[Wall TIME] >>> ChiefCoach.train takes 1.764534 seconds ...
2023-09-22 16:18:08,926:	[Coach] >>> TRAIN @Epoch: 593  >>>  || LOSS Avg: 0.00680
2023-09-22 16:18:08,926:	[Coach] >>> VALID @Epoch: 593  >>> 
2023-09-22 16:18:08,926:	[Coach] >>> TEST  @Epoch: 593  >>> 
2023-09-22 16:18:10,379:	[Wall TIME] >>> ChiefCoach.train takes 1.452850 seconds ...
2023-09-22 16:18:10,443:	[Coach] >>> TRAIN @Epoch: 594  >>>  || LOSS Avg: 0.00669
2023-09-22 16:18:10,443:	[Coach] >>> VALID @Epoch: 594  >>> 
2023-09-22 16:18:10,443:	[Coach] >>> TEST  @Epoch: 594  >>> 
2023-09-22 16:18:12,069:	[Wall TIME] >>> ChiefCoach.train takes 1.625756 seconds ...
2023-09-22 16:18:13,029:	[Wall TIME] >>> ChiefCoach.valid takes 0.887507 seconds ...
2023-09-22 16:18:13,029:	[Coach] >>> TRAIN @Epoch: 595  >>>  || LOSS Avg: 0.00654
2023-09-22 16:18:13,030:	[Coach] >>> VALID @Epoch: 595  >>>  || HITRATE@1 Avg: 0.0171 || HITRATE@5 Avg: 0.0548 || HITRATE@10 Avg: 0.0826 || NDCG@5 Avg: 0.0362 || NDCG@10 Avg: 0.0451
2023-09-22 16:18:13,030:	[Coach] >>> TEST  @Epoch: 595  >>> 
2023-09-22 16:18:14,907:	[Wall TIME] >>> ChiefCoach.train takes 1.876918 seconds ...
2023-09-22 16:18:14,973:	[Coach] >>> TRAIN @Epoch: 596  >>>  || LOSS Avg: 0.00683
2023-09-22 16:18:14,974:	[Coach] >>> VALID @Epoch: 596  >>> 
2023-09-22 16:18:14,974:	[Coach] >>> TEST  @Epoch: 596  >>> 
2023-09-22 16:18:16,832:	[Wall TIME] >>> ChiefCoach.train takes 1.857739 seconds ...
2023-09-22 16:18:16,903:	[Coach] >>> TRAIN @Epoch: 597  >>>  || LOSS Avg: 0.00681
2023-09-22 16:18:16,903:	[Coach] >>> VALID @Epoch: 597  >>> 
2023-09-22 16:18:16,904:	[Coach] >>> TEST  @Epoch: 597  >>> 
2023-09-22 16:18:18,441:	[Wall TIME] >>> ChiefCoach.train takes 1.537298 seconds ...
2023-09-22 16:18:18,527:	[Coach] >>> TRAIN @Epoch: 598  >>>  || LOSS Avg: 0.00676
2023-09-22 16:18:18,528:	[Coach] >>> VALID @Epoch: 598  >>> 
2023-09-22 16:18:18,528:	[Coach] >>> TEST  @Epoch: 598  >>> 
2023-09-22 16:18:20,150:	[Wall TIME] >>> ChiefCoach.train takes 1.621688 seconds ...
2023-09-22 16:18:20,220:	[Coach] >>> TRAIN @Epoch: 599  >>>  || LOSS Avg: 0.00688
2023-09-22 16:18:20,220:	[Coach] >>> VALID @Epoch: 599  >>> 
2023-09-22 16:18:20,220:	[Coach] >>> TEST  @Epoch: 599  >>> 
2023-09-22 16:18:21,895:	[Wall TIME] >>> ChiefCoach.train takes 1.674859 seconds ...
2023-09-22 16:18:22,906:	[Wall TIME] >>> ChiefCoach.valid takes 0.944658 seconds ...
2023-09-22 16:18:22,907:	[Coach] >>> TRAIN @Epoch: 600  >>>  || LOSS Avg: 0.00665
2023-09-22 16:18:22,907:	[Coach] >>> VALID @Epoch: 600  >>>  || HITRATE@1 Avg: 0.0170 || HITRATE@5 Avg: 0.0547 || HITRATE@10 Avg: 0.0824 || NDCG@5 Avg: 0.0360 || NDCG@10 Avg: 0.0449
2023-09-22 16:18:22,907:	[Coach] >>> TEST  @Epoch: 600  >>> 
2023-09-22 16:18:24,822:	[Wall TIME] >>> ChiefCoach.train takes 1.914592 seconds ...
2023-09-22 16:18:25,094:	[Coach] >>> TRAIN @Epoch: 601  >>>  || LOSS Avg: 0.00674
2023-09-22 16:18:25,094:	[Coach] >>> VALID @Epoch: 601  >>> 
2023-09-22 16:18:25,094:	[Coach] >>> TEST  @Epoch: 601  >>> 
2023-09-22 16:18:26,760:	[Wall TIME] >>> ChiefCoach.train takes 1.664958 seconds ...
2023-09-22 16:18:27,083:	[Coach] >>> TRAIN @Epoch: 602  >>>  || LOSS Avg: 0.00678
2023-09-22 16:18:27,083:	[Coach] >>> VALID @Epoch: 602  >>> 
2023-09-22 16:18:27,083:	[Coach] >>> TEST  @Epoch: 602  >>> 
2023-09-22 16:18:28,807:	[Wall TIME] >>> ChiefCoach.train takes 1.723829 seconds ...
2023-09-22 16:18:28,961:	[Coach] >>> TRAIN @Epoch: 603  >>>  || LOSS Avg: 0.00688
2023-09-22 16:18:28,961:	[Coach] >>> VALID @Epoch: 603  >>> 
2023-09-22 16:18:28,961:	[Coach] >>> TEST  @Epoch: 603  >>> 
2023-09-22 16:18:30,479:	[Wall TIME] >>> ChiefCoach.train takes 1.516927 seconds ...
2023-09-22 16:18:30,669:	[Coach] >>> TRAIN @Epoch: 604  >>>  || LOSS Avg: 0.00690
2023-09-22 16:18:30,670:	[Coach] >>> VALID @Epoch: 604  >>> 
2023-09-22 16:18:30,670:	[Coach] >>> TEST  @Epoch: 604  >>> 
2023-09-22 16:18:32,273:	[Wall TIME] >>> ChiefCoach.train takes 1.603026 seconds ...
2023-09-22 16:18:33,286:	[Wall TIME] >>> ChiefCoach.valid takes 0.945224 seconds ...
2023-09-22 16:18:33,287:	[Coach] >>> TRAIN @Epoch: 605  >>>  || LOSS Avg: 0.00671
2023-09-22 16:18:33,287:	[Coach] >>> VALID @Epoch: 605  >>>  || HITRATE@1 Avg: 0.0167 || HITRATE@5 Avg: 0.0543 || HITRATE@10 Avg: 0.0831 || NDCG@5 Avg: 0.0357 || NDCG@10 Avg: 0.0449
2023-09-22 16:18:33,287:	[Coach] >>> TEST  @Epoch: 605  >>> 
2023-09-22 16:18:35,091:	[Wall TIME] >>> ChiefCoach.train takes 1.803422 seconds ...
2023-09-22 16:18:35,156:	[Coach] >>> TRAIN @Epoch: 606  >>>  || LOSS Avg: 0.00676
2023-09-22 16:18:35,156:	[Coach] >>> VALID @Epoch: 606  >>> 
2023-09-22 16:18:35,156:	[Coach] >>> TEST  @Epoch: 606  >>> 
2023-09-22 16:18:36,838:	[Wall TIME] >>> ChiefCoach.train takes 1.681569 seconds ...
2023-09-22 16:18:36,910:	[Coach] >>> TRAIN @Epoch: 607  >>>  || LOSS Avg: 0.00671
2023-09-22 16:18:36,910:	[Coach] >>> VALID @Epoch: 607  >>> 
2023-09-22 16:18:36,910:	[Coach] >>> TEST  @Epoch: 607  >>> 
2023-09-22 16:18:38,699:	[Wall TIME] >>> ChiefCoach.train takes 1.789218 seconds ...
2023-09-22 16:18:38,761:	[Coach] >>> TRAIN @Epoch: 608  >>>  || LOSS Avg: 0.00666
2023-09-22 16:18:38,761:	[Coach] >>> VALID @Epoch: 608  >>> 
2023-09-22 16:18:38,762:	[Coach] >>> TEST  @Epoch: 608  >>> 
2023-09-22 16:18:40,419:	[Wall TIME] >>> ChiefCoach.train takes 1.657741 seconds ...
2023-09-22 16:18:40,586:	[Coach] >>> TRAIN @Epoch: 609  >>>  || LOSS Avg: 0.00682
2023-09-22 16:18:40,586:	[Coach] >>> VALID @Epoch: 609  >>> 
2023-09-22 16:18:40,586:	[Coach] >>> TEST  @Epoch: 609  >>> 
2023-09-22 16:18:42,285:	[Wall TIME] >>> ChiefCoach.train takes 1.699243 seconds ...
2023-09-22 16:18:43,279:	[Wall TIME] >>> ChiefCoach.valid takes 0.906727 seconds ...
2023-09-22 16:18:43,280:	[Coach] >>> TRAIN @Epoch: 610  >>>  || LOSS Avg: 0.00658
2023-09-22 16:18:43,280:	[Coach] >>> VALID @Epoch: 610  >>>  || HITRATE@1 Avg: 0.0172 || HITRATE@5 Avg: 0.0547 || HITRATE@10 Avg: 0.0826 || NDCG@5 Avg: 0.0361 || NDCG@10 Avg: 0.0450
2023-09-22 16:18:43,280:	[Coach] >>> TEST  @Epoch: 610  >>> 
2023-09-22 16:18:44,994:	[Wall TIME] >>> ChiefCoach.train takes 1.713451 seconds ...
2023-09-22 16:18:45,074:	[Coach] >>> TRAIN @Epoch: 611  >>>  || LOSS Avg: 0.00657
2023-09-22 16:18:45,075:	[Coach] >>> VALID @Epoch: 611  >>> 
2023-09-22 16:18:45,075:	[Coach] >>> TEST  @Epoch: 611  >>> 
2023-09-22 16:18:46,906:	[Wall TIME] >>> ChiefCoach.train takes 1.830662 seconds ...
2023-09-22 16:18:47,111:	[Coach] >>> TRAIN @Epoch: 612  >>>  || LOSS Avg: 0.00673
2023-09-22 16:18:47,111:	[Coach] >>> VALID @Epoch: 612  >>> 
2023-09-22 16:18:47,111:	[Coach] >>> TEST  @Epoch: 612  >>> 
2023-09-22 16:18:48,781:	[Wall TIME] >>> ChiefCoach.train takes 1.669523 seconds ...
2023-09-22 16:18:48,855:	[Coach] >>> TRAIN @Epoch: 613  >>>  || LOSS Avg: 0.00672
2023-09-22 16:18:48,855:	[Coach] >>> VALID @Epoch: 613  >>> 
2023-09-22 16:18:48,855:	[Coach] >>> TEST  @Epoch: 613  >>> 
2023-09-22 16:18:50,503:	[Wall TIME] >>> ChiefCoach.train takes 1.647326 seconds ...
2023-09-22 16:18:50,627:	[Coach] >>> TRAIN @Epoch: 614  >>>  || LOSS Avg: 0.00667
2023-09-22 16:18:50,627:	[Coach] >>> VALID @Epoch: 614  >>> 
2023-09-22 16:18:50,627:	[Coach] >>> TEST  @Epoch: 614  >>> 
2023-09-22 16:18:52,565:	[Wall TIME] >>> ChiefCoach.train takes 1.938042 seconds ...
2023-09-22 16:18:53,542:	[Wall TIME] >>> ChiefCoach.valid takes 0.909984 seconds ...
2023-09-22 16:18:53,543:	[Coach] >>> TRAIN @Epoch: 615  >>>  || LOSS Avg: 0.00672
2023-09-22 16:18:53,543:	[Coach] >>> VALID @Epoch: 615  >>>  || HITRATE@1 Avg: 0.0168 || HITRATE@5 Avg: 0.0546 || HITRATE@10 Avg: 0.0827 || NDCG@5 Avg: 0.0361 || NDCG@10 Avg: 0.0451
2023-09-22 16:18:53,543:	[Coach] >>> TEST  @Epoch: 615  >>> 
2023-09-22 16:18:55,171:	[Wall TIME] >>> ChiefCoach.train takes 1.628070 seconds ...
2023-09-22 16:18:55,238:	[Coach] >>> TRAIN @Epoch: 616  >>>  || LOSS Avg: 0.00672
2023-09-22 16:18:55,238:	[Coach] >>> VALID @Epoch: 616  >>> 
2023-09-22 16:18:55,238:	[Coach] >>> TEST  @Epoch: 616  >>> 
2023-09-22 16:18:56,828:	[Wall TIME] >>> ChiefCoach.train takes 1.590241 seconds ...
2023-09-22 16:18:57,000:	[Coach] >>> TRAIN @Epoch: 617  >>>  || LOSS Avg: 0.00674
2023-09-22 16:18:57,000:	[Coach] >>> VALID @Epoch: 617  >>> 
2023-09-22 16:18:57,001:	[Coach] >>> TEST  @Epoch: 617  >>> 
2023-09-22 16:18:58,816:	[Wall TIME] >>> ChiefCoach.train takes 1.815455 seconds ...
2023-09-22 16:18:58,899:	[Coach] >>> TRAIN @Epoch: 618  >>>  || LOSS Avg: 0.00668
2023-09-22 16:18:58,899:	[Coach] >>> VALID @Epoch: 618  >>> 
2023-09-22 16:18:58,899:	[Coach] >>> TEST  @Epoch: 618  >>> 
2023-09-22 16:19:00,729:	[Wall TIME] >>> ChiefCoach.train takes 1.829814 seconds ...
2023-09-22 16:19:00,808:	[Coach] >>> TRAIN @Epoch: 619  >>>  || LOSS Avg: 0.00669
2023-09-22 16:19:00,808:	[Coach] >>> VALID @Epoch: 619  >>> 
2023-09-22 16:19:00,808:	[Coach] >>> TEST  @Epoch: 619  >>> 
2023-09-22 16:19:02,482:	[Wall TIME] >>> ChiefCoach.train takes 1.674222 seconds ...
2023-09-22 16:19:03,622:	[Wall TIME] >>> ChiefCoach.valid takes 0.951516 seconds ...
2023-09-22 16:19:03,623:	[Coach] >>> TRAIN @Epoch: 620  >>>  || LOSS Avg: 0.00673
2023-09-22 16:19:03,623:	[Coach] >>> VALID @Epoch: 620  >>>  || HITRATE@1 Avg: 0.0169 || HITRATE@5 Avg: 0.0545 || HITRATE@10 Avg: 0.0826 || NDCG@5 Avg: 0.0358 || NDCG@10 Avg: 0.0449
2023-09-22 16:19:03,623:	[Coach] >>> TEST  @Epoch: 620  >>> 
2023-09-22 16:19:05,148:	[Wall TIME] >>> ChiefCoach.train takes 1.524715 seconds ...
2023-09-22 16:19:05,233:	[Coach] >>> TRAIN @Epoch: 621  >>>  || LOSS Avg: 0.00659
2023-09-22 16:19:05,233:	[Coach] >>> VALID @Epoch: 621  >>> 
2023-09-22 16:19:05,233:	[Coach] >>> TEST  @Epoch: 621  >>> 
2023-09-22 16:19:07,031:	[Wall TIME] >>> ChiefCoach.train takes 1.797025 seconds ...
2023-09-22 16:19:07,093:	[Coach] >>> TRAIN @Epoch: 622  >>>  || LOSS Avg: 0.00662
2023-09-22 16:19:07,093:	[Coach] >>> VALID @Epoch: 622  >>> 
2023-09-22 16:19:07,093:	[Coach] >>> TEST  @Epoch: 622  >>> 
2023-09-22 16:19:08,697:	[Wall TIME] >>> ChiefCoach.train takes 1.603905 seconds ...
2023-09-22 16:19:08,867:	[Coach] >>> TRAIN @Epoch: 623  >>>  || LOSS Avg: 0.00656
2023-09-22 16:19:08,867:	[Coach] >>> VALID @Epoch: 623  >>> 
2023-09-22 16:19:08,867:	[Coach] >>> TEST  @Epoch: 623  >>> 
2023-09-22 16:19:10,711:	[Wall TIME] >>> ChiefCoach.train takes 1.843355 seconds ...
2023-09-22 16:19:10,776:	[Coach] >>> TRAIN @Epoch: 624  >>>  || LOSS Avg: 0.00660
2023-09-22 16:19:10,776:	[Coach] >>> VALID @Epoch: 624  >>> 
2023-09-22 16:19:10,776:	[Coach] >>> TEST  @Epoch: 624  >>> 
2023-09-22 16:19:12,758:	[Wall TIME] >>> ChiefCoach.train takes 1.982416 seconds ...
2023-09-22 16:19:13,808:	[Wall TIME] >>> ChiefCoach.valid takes 0.955405 seconds ...
2023-09-22 16:19:13,808:	[Coach] >>> TRAIN @Epoch: 625  >>>  || LOSS Avg: 0.00672
2023-09-22 16:19:13,808:	[Coach] >>> VALID @Epoch: 625  >>>  || HITRATE@1 Avg: 0.0174 || HITRATE@5 Avg: 0.0542 || HITRATE@10 Avg: 0.0828 || NDCG@5 Avg: 0.0361 || NDCG@10 Avg: 0.0453
2023-09-22 16:19:13,808:	[Coach] >>> TEST  @Epoch: 625  >>> 
2023-09-22 16:19:15,589:	[Wall TIME] >>> ChiefCoach.train takes 1.780244 seconds ...
2023-09-22 16:19:15,931:	[Coach] >>> TRAIN @Epoch: 626  >>>  || LOSS Avg: 0.00670
2023-09-22 16:19:15,932:	[Coach] >>> VALID @Epoch: 626  >>> 
2023-09-22 16:19:15,932:	[Coach] >>> TEST  @Epoch: 626  >>> 
2023-09-22 16:19:17,458:	[Wall TIME] >>> ChiefCoach.train takes 1.525782 seconds ...
2023-09-22 16:19:17,852:	[Coach] >>> TRAIN @Epoch: 627  >>>  || LOSS Avg: 0.00674
2023-09-22 16:19:17,852:	[Coach] >>> VALID @Epoch: 627  >>> 
2023-09-22 16:19:17,852:	[Coach] >>> TEST  @Epoch: 627  >>> 
2023-09-22 16:19:19,679:	[Wall TIME] >>> ChiefCoach.train takes 1.826314 seconds ...
2023-09-22 16:19:19,742:	[Coach] >>> TRAIN @Epoch: 628  >>>  || LOSS Avg: 0.00652
2023-09-22 16:19:19,742:	[Coach] >>> VALID @Epoch: 628  >>> 
2023-09-22 16:19:19,742:	[Coach] >>> TEST  @Epoch: 628  >>> 
2023-09-22 16:19:21,302:	[Wall TIME] >>> ChiefCoach.train takes 1.559780 seconds ...
2023-09-22 16:19:21,367:	[Coach] >>> TRAIN @Epoch: 629  >>>  || LOSS Avg: 0.00665
2023-09-22 16:19:21,367:	[Coach] >>> VALID @Epoch: 629  >>> 
2023-09-22 16:19:21,367:	[Coach] >>> TEST  @Epoch: 629  >>> 
2023-09-22 16:19:22,872:	[Wall TIME] >>> ChiefCoach.train takes 1.504853 seconds ...
2023-09-22 16:19:23,848:	[Wall TIME] >>> ChiefCoach.valid takes 0.912840 seconds ...
2023-09-22 16:19:23,848:	[Coach] >>> TRAIN @Epoch: 630  >>>  || LOSS Avg: 0.00655
2023-09-22 16:19:23,848:	[Coach] >>> VALID @Epoch: 630  >>>  || HITRATE@1 Avg: 0.0172 || HITRATE@5 Avg: 0.0545 || HITRATE@10 Avg: 0.0841 || NDCG@5 Avg: 0.0361 || NDCG@10 Avg: 0.0456
2023-09-22 16:19:23,848:	[Coach] >>> TEST  @Epoch: 630  >>> 
2023-09-22 16:19:25,545:	[Wall TIME] >>> ChiefCoach.train takes 1.696581 seconds ...
2023-09-22 16:19:25,637:	[Coach] >>> TRAIN @Epoch: 631  >>>  || LOSS Avg: 0.00682
2023-09-22 16:19:25,637:	[Coach] >>> VALID @Epoch: 631  >>> 
2023-09-22 16:19:25,637:	[Coach] >>> TEST  @Epoch: 631  >>> 
2023-09-22 16:19:27,225:	[Wall TIME] >>> ChiefCoach.train takes 1.587958 seconds ...
2023-09-22 16:19:27,290:	[Coach] >>> TRAIN @Epoch: 632  >>>  || LOSS Avg: 0.00666
2023-09-22 16:19:27,290:	[Coach] >>> VALID @Epoch: 632  >>> 
2023-09-22 16:19:27,290:	[Coach] >>> TEST  @Epoch: 632  >>> 
2023-09-22 16:19:29,012:	[Wall TIME] >>> ChiefCoach.train takes 1.721671 seconds ...
2023-09-22 16:19:29,079:	[Coach] >>> TRAIN @Epoch: 633  >>>  || LOSS Avg: 0.00652
2023-09-22 16:19:29,079:	[Coach] >>> VALID @Epoch: 633  >>> 
2023-09-22 16:19:29,079:	[Coach] >>> TEST  @Epoch: 633  >>> 
2023-09-22 16:19:30,843:	[Wall TIME] >>> ChiefCoach.train takes 1.763568 seconds ...
2023-09-22 16:19:30,909:	[Coach] >>> TRAIN @Epoch: 634  >>>  || LOSS Avg: 0.00667
2023-09-22 16:19:30,909:	[Coach] >>> VALID @Epoch: 634  >>> 
2023-09-22 16:19:30,909:	[Coach] >>> TEST  @Epoch: 634  >>> 
2023-09-22 16:19:32,597:	[Wall TIME] >>> ChiefCoach.train takes 1.688018 seconds ...
2023-09-22 16:19:33,553:	[Wall TIME] >>> ChiefCoach.valid takes 0.892718 seconds ...
2023-09-22 16:19:33,553:	[Coach] >>> TRAIN @Epoch: 635  >>>  || LOSS Avg: 0.00657
2023-09-22 16:19:33,553:	[Coach] >>> VALID @Epoch: 635  >>>  || HITRATE@1 Avg: 0.0164 || HITRATE@5 Avg: 0.0549 || HITRATE@10 Avg: 0.0829 || NDCG@5 Avg: 0.0360 || NDCG@10 Avg: 0.0450
2023-09-22 16:19:33,553:	[Coach] >>> TEST  @Epoch: 635  >>> 
2023-09-22 16:19:35,281:	[Wall TIME] >>> ChiefCoach.train takes 1.727942 seconds ...
2023-09-22 16:19:35,349:	[Coach] >>> TRAIN @Epoch: 636  >>>  || LOSS Avg: 0.00650
2023-09-22 16:19:35,349:	[Coach] >>> VALID @Epoch: 636  >>> 
2023-09-22 16:19:35,349:	[Coach] >>> TEST  @Epoch: 636  >>> 
2023-09-22 16:19:36,867:	[Wall TIME] >>> ChiefCoach.train takes 1.517520 seconds ...
2023-09-22 16:19:37,120:	[Coach] >>> TRAIN @Epoch: 637  >>>  || LOSS Avg: 0.00662
2023-09-22 16:19:37,121:	[Coach] >>> VALID @Epoch: 637  >>> 
2023-09-22 16:19:37,121:	[Coach] >>> TEST  @Epoch: 637  >>> 
2023-09-22 16:19:38,980:	[Wall TIME] >>> ChiefCoach.train takes 1.859155 seconds ...
2023-09-22 16:19:39,056:	[Coach] >>> TRAIN @Epoch: 638  >>>  || LOSS Avg: 0.00662
2023-09-22 16:19:39,056:	[Coach] >>> VALID @Epoch: 638  >>> 
2023-09-22 16:19:39,056:	[Coach] >>> TEST  @Epoch: 638  >>> 
2023-09-22 16:19:40,923:	[Wall TIME] >>> ChiefCoach.train takes 1.867479 seconds ...
2023-09-22 16:19:40,994:	[Coach] >>> TRAIN @Epoch: 639  >>>  || LOSS Avg: 0.00642
2023-09-22 16:19:40,994:	[Coach] >>> VALID @Epoch: 639  >>> 
2023-09-22 16:19:40,994:	[Coach] >>> TEST  @Epoch: 639  >>> 
2023-09-22 16:19:42,801:	[Wall TIME] >>> ChiefCoach.train takes 1.806046 seconds ...
2023-09-22 16:19:43,784:	[Wall TIME] >>> ChiefCoach.valid takes 0.919104 seconds ...
2023-09-22 16:19:43,784:	[Coach] >>> TRAIN @Epoch: 640  >>>  || LOSS Avg: 0.00656
2023-09-22 16:19:43,784:	[Coach] >>> VALID @Epoch: 640  >>>  || HITRATE@1 Avg: 0.0169 || HITRATE@5 Avg: 0.0545 || HITRATE@10 Avg: 0.0838 || NDCG@5 Avg: 0.0361 || NDCG@10 Avg: 0.0455
2023-09-22 16:19:43,785:	[Coach] >>> TEST  @Epoch: 640  >>> 
2023-09-22 16:19:45,514:	[Wall TIME] >>> ChiefCoach.train takes 1.729414 seconds ...
2023-09-22 16:19:45,578:	[Coach] >>> TRAIN @Epoch: 641  >>>  || LOSS Avg: 0.00666
2023-09-22 16:19:45,578:	[Coach] >>> VALID @Epoch: 641  >>> 
2023-09-22 16:19:45,578:	[Coach] >>> TEST  @Epoch: 641  >>> 
2023-09-22 16:19:47,085:	[Wall TIME] >>> ChiefCoach.train takes 1.506463 seconds ...
2023-09-22 16:19:47,338:	[Coach] >>> TRAIN @Epoch: 642  >>>  || LOSS Avg: 0.00672
2023-09-22 16:19:47,339:	[Coach] >>> VALID @Epoch: 642  >>> 
2023-09-22 16:19:47,339:	[Coach] >>> TEST  @Epoch: 642  >>> 
2023-09-22 16:19:49,087:	[Wall TIME] >>> ChiefCoach.train takes 1.747797 seconds ...
2023-09-22 16:19:49,257:	[Coach] >>> TRAIN @Epoch: 643  >>>  || LOSS Avg: 0.00658
2023-09-22 16:19:49,257:	[Coach] >>> VALID @Epoch: 643  >>> 
2023-09-22 16:19:49,257:	[Coach] >>> TEST  @Epoch: 643  >>> 
2023-09-22 16:19:51,233:	[Wall TIME] >>> ChiefCoach.train takes 1.976056 seconds ...
2023-09-22 16:19:51,295:	[Coach] >>> TRAIN @Epoch: 644  >>>  || LOSS Avg: 0.00662
2023-09-22 16:19:51,296:	[Coach] >>> VALID @Epoch: 644  >>> 
2023-09-22 16:19:51,296:	[Coach] >>> TEST  @Epoch: 644  >>> 
2023-09-22 16:19:53,063:	[Wall TIME] >>> ChiefCoach.train takes 1.766805 seconds ...
2023-09-22 16:19:54,034:	[Wall TIME] >>> ChiefCoach.valid takes 0.906802 seconds ...
2023-09-22 16:19:54,034:	[Coach] >>> TRAIN @Epoch: 645  >>>  || LOSS Avg: 0.00658
2023-09-22 16:19:54,034:	[Coach] >>> VALID @Epoch: 645  >>>  || HITRATE@1 Avg: 0.0166 || HITRATE@5 Avg: 0.0550 || HITRATE@10 Avg: 0.0827 || NDCG@5 Avg: 0.0360 || NDCG@10 Avg: 0.0449
2023-09-22 16:19:54,034:	[Coach] >>> TEST  @Epoch: 645  >>> 
2023-09-22 16:19:55,445:	[Wall TIME] >>> ChiefCoach.train takes 1.410149 seconds ...
2023-09-22 16:19:55,514:	[Coach] >>> TRAIN @Epoch: 646  >>>  || LOSS Avg: 0.00658
2023-09-22 16:19:55,514:	[Coach] >>> VALID @Epoch: 646  >>> 
2023-09-22 16:19:55,514:	[Coach] >>> TEST  @Epoch: 646  >>> 
2023-09-22 16:19:57,018:	[Wall TIME] >>> ChiefCoach.train takes 1.503504 seconds ...
2023-09-22 16:19:57,082:	[Coach] >>> TRAIN @Epoch: 647  >>>  || LOSS Avg: 0.00647
2023-09-22 16:19:57,082:	[Coach] >>> VALID @Epoch: 647  >>> 
2023-09-22 16:19:57,082:	[Coach] >>> TEST  @Epoch: 647  >>> 
2023-09-22 16:19:58,663:	[Wall TIME] >>> ChiefCoach.train takes 1.580459 seconds ...
2023-09-22 16:19:58,726:	[Coach] >>> TRAIN @Epoch: 648  >>>  || LOSS Avg: 0.00663
2023-09-22 16:19:58,726:	[Coach] >>> VALID @Epoch: 648  >>> 
2023-09-22 16:19:58,726:	[Coach] >>> TEST  @Epoch: 648  >>> 
2023-09-22 16:20:00,428:	[Wall TIME] >>> ChiefCoach.train takes 1.701475 seconds ...
2023-09-22 16:20:00,515:	[Coach] >>> TRAIN @Epoch: 649  >>>  || LOSS Avg: 0.00665
2023-09-22 16:20:00,516:	[Coach] >>> VALID @Epoch: 649  >>> 
2023-09-22 16:20:00,516:	[Coach] >>> TEST  @Epoch: 649  >>> 
2023-09-22 16:20:02,327:	[Wall TIME] >>> ChiefCoach.train takes 1.811473 seconds ...
2023-09-22 16:20:03,367:	[Wall TIME] >>> ChiefCoach.valid takes 0.966609 seconds ...
2023-09-22 16:20:03,367:	[Coach] >>> TRAIN @Epoch: 650  >>>  || LOSS Avg: 0.00661
2023-09-22 16:20:03,367:	[Coach] >>> VALID @Epoch: 650  >>>  || HITRATE@1 Avg: 0.0168 || HITRATE@5 Avg: 0.0551 || HITRATE@10 Avg: 0.0827 || NDCG@5 Avg: 0.0364 || NDCG@10 Avg: 0.0453
2023-09-22 16:20:03,367:	[Coach] >>> TEST  @Epoch: 650  >>> 
2023-09-22 16:20:05,312:	[Wall TIME] >>> ChiefCoach.train takes 1.944377 seconds ...
2023-09-22 16:20:05,378:	[Coach] >>> TRAIN @Epoch: 651  >>>  || LOSS Avg: 0.00647
2023-09-22 16:20:05,378:	[Coach] >>> VALID @Epoch: 651  >>> 
2023-09-22 16:20:05,378:	[Coach] >>> TEST  @Epoch: 651  >>> 
2023-09-22 16:20:07,089:	[Wall TIME] >>> ChiefCoach.train takes 1.710715 seconds ...
2023-09-22 16:20:07,157:	[Coach] >>> TRAIN @Epoch: 652  >>>  || LOSS Avg: 0.00660
2023-09-22 16:20:07,157:	[Coach] >>> VALID @Epoch: 652  >>> 
2023-09-22 16:20:07,157:	[Coach] >>> TEST  @Epoch: 652  >>> 
2023-09-22 16:20:08,844:	[Wall TIME] >>> ChiefCoach.train takes 1.687283 seconds ...
2023-09-22 16:20:08,933:	[Coach] >>> TRAIN @Epoch: 653  >>>  || LOSS Avg: 0.00645
2023-09-22 16:20:08,933:	[Coach] >>> VALID @Epoch: 653  >>> 
2023-09-22 16:20:08,933:	[Coach] >>> TEST  @Epoch: 653  >>> 
2023-09-22 16:20:10,707:	[Wall TIME] >>> ChiefCoach.train takes 1.774239 seconds ...
2023-09-22 16:20:10,782:	[Coach] >>> TRAIN @Epoch: 654  >>>  || LOSS Avg: 0.00655
2023-09-22 16:20:10,782:	[Coach] >>> VALID @Epoch: 654  >>> 
2023-09-22 16:20:10,782:	[Coach] >>> TEST  @Epoch: 654  >>> 
2023-09-22 16:20:12,371:	[Wall TIME] >>> ChiefCoach.train takes 1.588606 seconds ...
2023-09-22 16:20:13,339:	[Wall TIME] >>> ChiefCoach.valid takes 0.901029 seconds ...
2023-09-22 16:20:13,339:	[Coach] >>> TRAIN @Epoch: 655  >>>  || LOSS Avg: 0.00664
2023-09-22 16:20:13,339:	[Coach] >>> VALID @Epoch: 655  >>>  || HITRATE@1 Avg: 0.0174 || HITRATE@5 Avg: 0.0557 || HITRATE@10 Avg: 0.0830 || NDCG@5 Avg: 0.0369 || NDCG@10 Avg: 0.0457
2023-09-22 16:20:13,339:	[Coach] >>> TEST  @Epoch: 655  >>> 
2023-09-22 16:20:15,098:	[Wall TIME] >>> ChiefCoach.train takes 1.758136 seconds ...
2023-09-22 16:20:15,162:	[Coach] >>> TRAIN @Epoch: 656  >>>  || LOSS Avg: 0.00663
2023-09-22 16:20:15,162:	[Coach] >>> VALID @Epoch: 656  >>> 
2023-09-22 16:20:15,162:	[Coach] >>> TEST  @Epoch: 656  >>> 
2023-09-22 16:20:16,813:	[Wall TIME] >>> ChiefCoach.train takes 1.650584 seconds ...
2023-09-22 16:20:16,932:	[Coach] >>> TRAIN @Epoch: 657  >>>  || LOSS Avg: 0.00663
2023-09-22 16:20:16,932:	[Coach] >>> VALID @Epoch: 657  >>> 
2023-09-22 16:20:16,932:	[Coach] >>> TEST  @Epoch: 657  >>> 
2023-09-22 16:20:18,457:	[Wall TIME] >>> ChiefCoach.train takes 1.523959 seconds ...
2023-09-22 16:20:18,534:	[Coach] >>> TRAIN @Epoch: 658  >>>  || LOSS Avg: 0.00645
2023-09-22 16:20:18,535:	[Coach] >>> VALID @Epoch: 658  >>> 
2023-09-22 16:20:18,535:	[Coach] >>> TEST  @Epoch: 658  >>> 
2023-09-22 16:20:20,300:	[Wall TIME] >>> ChiefCoach.train takes 1.765493 seconds ...
2023-09-22 16:20:20,382:	[Coach] >>> TRAIN @Epoch: 659  >>>  || LOSS Avg: 0.00663
2023-09-22 16:20:20,382:	[Coach] >>> VALID @Epoch: 659  >>> 
2023-09-22 16:20:20,383:	[Coach] >>> TEST  @Epoch: 659  >>> 
2023-09-22 16:20:22,212:	[Wall TIME] >>> ChiefCoach.train takes 1.829535 seconds ...
2023-09-22 16:20:23,200:	[Wall TIME] >>> ChiefCoach.valid takes 0.925851 seconds ...
2023-09-22 16:20:23,201:	[Coach] >>> TRAIN @Epoch: 660  >>>  || LOSS Avg: 0.00669
2023-09-22 16:20:23,201:	[Coach] >>> VALID @Epoch: 660  >>>  || HITRATE@1 Avg: 0.0170 || HITRATE@5 Avg: 0.0554 || HITRATE@10 Avg: 0.0831 || NDCG@5 Avg: 0.0367 || NDCG@10 Avg: 0.0455
2023-09-22 16:20:23,201:	[Coach] >>> TEST  @Epoch: 660  >>> 
2023-09-22 16:20:25,306:	[Wall TIME] >>> ChiefCoach.train takes 2.104605 seconds ...
2023-09-22 16:20:25,510:	[Coach] >>> TRAIN @Epoch: 661  >>>  || LOSS Avg: 0.00644
2023-09-22 16:20:25,511:	[Coach] >>> VALID @Epoch: 661  >>> 
2023-09-22 16:20:25,511:	[Coach] >>> TEST  @Epoch: 661  >>> 
2023-09-22 16:20:27,438:	[Wall TIME] >>> ChiefCoach.train takes 1.927661 seconds ...
2023-09-22 16:20:27,713:	[Coach] >>> TRAIN @Epoch: 662  >>>  || LOSS Avg: 0.00634
2023-09-22 16:20:27,713:	[Coach] >>> VALID @Epoch: 662  >>> 
2023-09-22 16:20:27,713:	[Coach] >>> TEST  @Epoch: 662  >>> 
2023-09-22 16:20:29,427:	[Wall TIME] >>> ChiefCoach.train takes 1.713405 seconds ...
2023-09-22 16:20:29,628:	[Coach] >>> TRAIN @Epoch: 663  >>>  || LOSS Avg: 0.00636
2023-09-22 16:20:29,629:	[Coach] >>> VALID @Epoch: 663  >>> 
2023-09-22 16:20:29,629:	[Coach] >>> TEST  @Epoch: 663  >>> 
2023-09-22 16:20:31,395:	[Wall TIME] >>> ChiefCoach.train takes 1.765961 seconds ...
2023-09-22 16:20:31,541:	[Coach] >>> TRAIN @Epoch: 664  >>>  || LOSS Avg: 0.00636
2023-09-22 16:20:31,541:	[Coach] >>> VALID @Epoch: 664  >>> 
2023-09-22 16:20:31,541:	[Coach] >>> TEST  @Epoch: 664  >>> 
2023-09-22 16:20:33,395:	[Wall TIME] >>> ChiefCoach.train takes 1.853421 seconds ...
2023-09-22 16:20:34,337:	[Wall TIME] >>> ChiefCoach.valid takes 0.875012 seconds ...
2023-09-22 16:20:34,337:	[Coach] >>> TRAIN @Epoch: 665  >>>  || LOSS Avg: 0.00646
2023-09-22 16:20:34,337:	[Coach] >>> VALID @Epoch: 665  >>>  || HITRATE@1 Avg: 0.0171 || HITRATE@5 Avg: 0.0560 || HITRATE@10 Avg: 0.0837 || NDCG@5 Avg: 0.0369 || NDCG@10 Avg: 0.0458
2023-09-22 16:20:34,338:	[Coach] >>> TEST  @Epoch: 665  >>> 
2023-09-22 16:20:36,179:	[Wall TIME] >>> ChiefCoach.train takes 1.841057 seconds ...
2023-09-22 16:20:36,253:	[Coach] >>> TRAIN @Epoch: 666  >>>  || LOSS Avg: 0.00637
2023-09-22 16:20:36,253:	[Coach] >>> VALID @Epoch: 666  >>> 
2023-09-22 16:20:36,254:	[Coach] >>> TEST  @Epoch: 666  >>> 
2023-09-22 16:20:37,900:	[Wall TIME] >>> ChiefCoach.train takes 1.646194 seconds ...
2023-09-22 16:20:37,973:	[Coach] >>> TRAIN @Epoch: 667  >>>  || LOSS Avg: 0.00645
2023-09-22 16:20:37,973:	[Coach] >>> VALID @Epoch: 667  >>> 
2023-09-22 16:20:37,973:	[Coach] >>> TEST  @Epoch: 667  >>> 
2023-09-22 16:20:39,918:	[Wall TIME] >>> ChiefCoach.train takes 1.944885 seconds ...
2023-09-22 16:20:40,040:	[Coach] >>> TRAIN @Epoch: 668  >>>  || LOSS Avg: 0.00649
2023-09-22 16:20:40,041:	[Coach] >>> VALID @Epoch: 668  >>> 
2023-09-22 16:20:40,041:	[Coach] >>> TEST  @Epoch: 668  >>> 
2023-09-22 16:20:41,821:	[Wall TIME] >>> ChiefCoach.train takes 1.780530 seconds ...
2023-09-22 16:20:41,885:	[Coach] >>> TRAIN @Epoch: 669  >>>  || LOSS Avg: 0.00642
2023-09-22 16:20:41,885:	[Coach] >>> VALID @Epoch: 669  >>> 
2023-09-22 16:20:41,885:	[Coach] >>> TEST  @Epoch: 669  >>> 
2023-09-22 16:20:43,637:	[Wall TIME] >>> ChiefCoach.train takes 1.752141 seconds ...
2023-09-22 16:20:44,675:	[Wall TIME] >>> ChiefCoach.valid takes 0.924063 seconds ...
2023-09-22 16:20:44,675:	[Coach] >>> TRAIN @Epoch: 670  >>>  || LOSS Avg: 0.00651
2023-09-22 16:20:44,676:	[Coach] >>> VALID @Epoch: 670  >>>  || HITRATE@1 Avg: 0.0178 || HITRATE@5 Avg: 0.0557 || HITRATE@10 Avg: 0.0831 || NDCG@5 Avg: 0.0371 || NDCG@10 Avg: 0.0460
2023-09-22 16:20:44,676:	[Coach] >>> TEST  @Epoch: 670  >>> 
2023-09-22 16:20:46,191:	[Wall TIME] >>> ChiefCoach.train takes 1.515496 seconds ...
2023-09-22 16:20:46,421:	[Coach] >>> TRAIN @Epoch: 671  >>>  || LOSS Avg: 0.00651
2023-09-22 16:20:46,421:	[Coach] >>> VALID @Epoch: 671  >>> 
2023-09-22 16:20:46,422:	[Coach] >>> TEST  @Epoch: 671  >>> 
2023-09-22 16:20:48,015:	[Wall TIME] >>> ChiefCoach.train takes 1.593376 seconds ...
2023-09-22 16:20:48,396:	[Coach] >>> TRAIN @Epoch: 672  >>>  || LOSS Avg: 0.00651
2023-09-22 16:20:48,397:	[Coach] >>> VALID @Epoch: 672  >>> 
2023-09-22 16:20:48,397:	[Coach] >>> TEST  @Epoch: 672  >>> 
2023-09-22 16:20:50,117:	[Wall TIME] >>> ChiefCoach.train takes 1.719918 seconds ...
2023-09-22 16:20:50,405:	[Coach] >>> TRAIN @Epoch: 673  >>>  || LOSS Avg: 0.00639
2023-09-22 16:20:50,405:	[Coach] >>> VALID @Epoch: 673  >>> 
2023-09-22 16:20:50,405:	[Coach] >>> TEST  @Epoch: 673  >>> 
2023-09-22 16:20:52,130:	[Wall TIME] >>> ChiefCoach.train takes 1.724078 seconds ...
2023-09-22 16:20:52,223:	[Coach] >>> TRAIN @Epoch: 674  >>>  || LOSS Avg: 0.00673
2023-09-22 16:20:52,223:	[Coach] >>> VALID @Epoch: 674  >>> 
2023-09-22 16:20:52,223:	[Coach] >>> TEST  @Epoch: 674  >>> 
2023-09-22 16:20:53,794:	[Wall TIME] >>> ChiefCoach.train takes 1.570119 seconds ...
2023-09-22 16:20:55,054:	[Wall TIME] >>> ChiefCoach.valid takes 1.084162 seconds ...
2023-09-22 16:20:55,054:	[Coach] >>> TRAIN @Epoch: 675  >>>  || LOSS Avg: 0.00645
2023-09-22 16:20:55,054:	[Coach] >>> VALID @Epoch: 675  >>>  || HITRATE@1 Avg: 0.0177 || HITRATE@5 Avg: 0.0561 || HITRATE@10 Avg: 0.0834 || NDCG@5 Avg: 0.0373 || NDCG@10 Avg: 0.0460
2023-09-22 16:20:55,054:	[Coach] >>> TEST  @Epoch: 675  >>> 
2023-09-22 16:20:56,569:	[Wall TIME] >>> ChiefCoach.train takes 1.514880 seconds ...
2023-09-22 16:20:56,650:	[Coach] >>> TRAIN @Epoch: 676  >>>  || LOSS Avg: 0.00630
2023-09-22 16:20:56,650:	[Coach] >>> VALID @Epoch: 676  >>> 
2023-09-22 16:20:56,650:	[Coach] >>> TEST  @Epoch: 676  >>> 
2023-09-22 16:20:58,374:	[Wall TIME] >>> ChiefCoach.train takes 1.723320 seconds ...
2023-09-22 16:20:58,543:	[Coach] >>> TRAIN @Epoch: 677  >>>  || LOSS Avg: 0.00645
2023-09-22 16:20:58,543:	[Coach] >>> VALID @Epoch: 677  >>> 
2023-09-22 16:20:58,543:	[Coach] >>> TEST  @Epoch: 677  >>> 
2023-09-22 16:21:00,408:	[Wall TIME] >>> ChiefCoach.train takes 1.864174 seconds ...
2023-09-22 16:21:00,473:	[Coach] >>> TRAIN @Epoch: 678  >>>  || LOSS Avg: 0.00647
2023-09-22 16:21:00,473:	[Coach] >>> VALID @Epoch: 678  >>> 
2023-09-22 16:21:00,473:	[Coach] >>> TEST  @Epoch: 678  >>> 
2023-09-22 16:21:02,196:	[Wall TIME] >>> ChiefCoach.train takes 1.722951 seconds ...
2023-09-22 16:21:02,280:	[Coach] >>> TRAIN @Epoch: 679  >>>  || LOSS Avg: 0.00647
2023-09-22 16:21:02,280:	[Coach] >>> VALID @Epoch: 679  >>> 
2023-09-22 16:21:02,280:	[Coach] >>> TEST  @Epoch: 679  >>> 
2023-09-22 16:21:04,028:	[Wall TIME] >>> ChiefCoach.train takes 1.747084 seconds ...
2023-09-22 16:21:05,070:	[Wall TIME] >>> ChiefCoach.valid takes 0.977381 seconds ...
2023-09-22 16:21:05,071:	[Coach] >>> Better ***NDCG@10*** of ***0.0461*** 
2023-09-22 16:21:05,096:	[Coach] >>> TRAIN @Epoch: 680  >>>  || LOSS Avg: 0.00656
2023-09-22 16:21:05,096:	[Coach] >>> VALID @Epoch: 680  >>>  || HITRATE@1 Avg: 0.0178 || HITRATE@5 Avg: 0.0559 || HITRATE@10 Avg: 0.0837 || NDCG@5 Avg: 0.0372 || NDCG@10 Avg: 0.0461
2023-09-22 16:21:05,097:	[Coach] >>> TEST  @Epoch: 680  >>> 
2023-09-22 16:21:06,840:	[Wall TIME] >>> ChiefCoach.train takes 1.743371 seconds ...
2023-09-22 16:21:06,905:	[Coach] >>> TRAIN @Epoch: 681  >>>  || LOSS Avg: 0.00644
2023-09-22 16:21:06,905:	[Coach] >>> VALID @Epoch: 681  >>> 
2023-09-22 16:21:06,905:	[Coach] >>> TEST  @Epoch: 681  >>> 
2023-09-22 16:21:08,625:	[Wall TIME] >>> ChiefCoach.train takes 1.719968 seconds ...
2023-09-22 16:21:08,947:	[Coach] >>> TRAIN @Epoch: 682  >>>  || LOSS Avg: 0.00643
2023-09-22 16:21:08,947:	[Coach] >>> VALID @Epoch: 682  >>> 
2023-09-22 16:21:08,947:	[Coach] >>> TEST  @Epoch: 682  >>> 
2023-09-22 16:21:10,552:	[Wall TIME] >>> ChiefCoach.train takes 1.605179 seconds ...
2023-09-22 16:21:10,617:	[Coach] >>> TRAIN @Epoch: 683  >>>  || LOSS Avg: 0.00635
2023-09-22 16:21:10,617:	[Coach] >>> VALID @Epoch: 683  >>> 
2023-09-22 16:21:10,617:	[Coach] >>> TEST  @Epoch: 683  >>> 
2023-09-22 16:21:12,393:	[Wall TIME] >>> ChiefCoach.train takes 1.776045 seconds ...
2023-09-22 16:21:12,459:	[Coach] >>> TRAIN @Epoch: 684  >>>  || LOSS Avg: 0.00639
2023-09-22 16:21:12,459:	[Coach] >>> VALID @Epoch: 684  >>> 
2023-09-22 16:21:12,459:	[Coach] >>> TEST  @Epoch: 684  >>> 
2023-09-22 16:21:14,229:	[Wall TIME] >>> ChiefCoach.train takes 1.769738 seconds ...
2023-09-22 16:21:15,243:	[Wall TIME] >>> ChiefCoach.valid takes 0.947344 seconds ...
2023-09-22 16:21:15,243:	[Coach] >>> Better ***NDCG@10*** of ***0.0462*** 
2023-09-22 16:21:15,263:	[Coach] >>> TRAIN @Epoch: 685  >>>  || LOSS Avg: 0.00635
2023-09-22 16:21:15,264:	[Coach] >>> VALID @Epoch: 685  >>>  || HITRATE@1 Avg: 0.0178 || HITRATE@5 Avg: 0.0555 || HITRATE@10 Avg: 0.0838 || NDCG@5 Avg: 0.0371 || NDCG@10 Avg: 0.0462
2023-09-22 16:21:15,264:	[Coach] >>> TEST  @Epoch: 685  >>> 
2023-09-22 16:21:16,851:	[Wall TIME] >>> ChiefCoach.train takes 1.586882 seconds ...
2023-09-22 16:21:16,918:	[Coach] >>> TRAIN @Epoch: 686  >>>  || LOSS Avg: 0.00640
2023-09-22 16:21:16,919:	[Coach] >>> VALID @Epoch: 686  >>> 
2023-09-22 16:21:16,919:	[Coach] >>> TEST  @Epoch: 686  >>> 
2023-09-22 16:21:18,588:	[Wall TIME] >>> ChiefCoach.train takes 1.669132 seconds ...
2023-09-22 16:21:18,657:	[Coach] >>> TRAIN @Epoch: 687  >>>  || LOSS Avg: 0.00625
2023-09-22 16:21:18,657:	[Coach] >>> VALID @Epoch: 687  >>> 
2023-09-22 16:21:18,657:	[Coach] >>> TEST  @Epoch: 687  >>> 
2023-09-22 16:21:20,150:	[Wall TIME] >>> ChiefCoach.train takes 1.493322 seconds ...
2023-09-22 16:21:20,219:	[Coach] >>> TRAIN @Epoch: 688  >>>  || LOSS Avg: 0.00635
2023-09-22 16:21:20,219:	[Coach] >>> VALID @Epoch: 688  >>> 
2023-09-22 16:21:20,219:	[Coach] >>> TEST  @Epoch: 688  >>> 
2023-09-22 16:21:22,024:	[Wall TIME] >>> ChiefCoach.train takes 1.804721 seconds ...
2023-09-22 16:21:22,106:	[Coach] >>> TRAIN @Epoch: 689  >>>  || LOSS Avg: 0.00637
2023-09-22 16:21:22,106:	[Coach] >>> VALID @Epoch: 689  >>> 
2023-09-22 16:21:22,106:	[Coach] >>> TEST  @Epoch: 689  >>> 
2023-09-22 16:21:23,837:	[Wall TIME] >>> ChiefCoach.train takes 1.730850 seconds ...
2023-09-22 16:21:24,819:	[Wall TIME] >>> ChiefCoach.valid takes 0.907001 seconds ...
2023-09-22 16:21:24,820:	[Coach] >>> Better ***NDCG@10*** of ***0.0462*** 
2023-09-22 16:21:24,839:	[Coach] >>> TRAIN @Epoch: 690  >>>  || LOSS Avg: 0.00618
2023-09-22 16:21:24,839:	[Coach] >>> VALID @Epoch: 690  >>>  || HITRATE@1 Avg: 0.0182 || HITRATE@5 Avg: 0.0556 || HITRATE@10 Avg: 0.0838 || NDCG@5 Avg: 0.0372 || NDCG@10 Avg: 0.0462
2023-09-22 16:21:24,840:	[Coach] >>> TEST  @Epoch: 690  >>> 
2023-09-22 16:21:26,525:	[Wall TIME] >>> ChiefCoach.train takes 1.685782 seconds ...
2023-09-22 16:21:26,602:	[Coach] >>> TRAIN @Epoch: 691  >>>  || LOSS Avg: 0.00652
2023-09-22 16:21:26,602:	[Coach] >>> VALID @Epoch: 691  >>> 
2023-09-22 16:21:26,602:	[Coach] >>> TEST  @Epoch: 691  >>> 
2023-09-22 16:21:28,427:	[Wall TIME] >>> ChiefCoach.train takes 1.824748 seconds ...
2023-09-22 16:21:28,498:	[Coach] >>> TRAIN @Epoch: 692  >>>  || LOSS Avg: 0.00653
2023-09-22 16:21:28,498:	[Coach] >>> VALID @Epoch: 692  >>> 
2023-09-22 16:21:28,498:	[Coach] >>> TEST  @Epoch: 692  >>> 
2023-09-22 16:21:30,365:	[Wall TIME] >>> ChiefCoach.train takes 1.866786 seconds ...
2023-09-22 16:21:30,527:	[Coach] >>> TRAIN @Epoch: 693  >>>  || LOSS Avg: 0.00627
2023-09-22 16:21:30,527:	[Coach] >>> VALID @Epoch: 693  >>> 
2023-09-22 16:21:30,527:	[Coach] >>> TEST  @Epoch: 693  >>> 
2023-09-22 16:21:32,192:	[Wall TIME] >>> ChiefCoach.train takes 1.665239 seconds ...
2023-09-22 16:21:32,309:	[Coach] >>> TRAIN @Epoch: 694  >>>  || LOSS Avg: 0.00632
2023-09-22 16:21:32,309:	[Coach] >>> VALID @Epoch: 694  >>> 
2023-09-22 16:21:32,309:	[Coach] >>> TEST  @Epoch: 694  >>> 
2023-09-22 16:21:33,909:	[Wall TIME] >>> ChiefCoach.train takes 1.599495 seconds ...
2023-09-22 16:21:34,947:	[Wall TIME] >>> ChiefCoach.valid takes 0.970759 seconds ...
2023-09-22 16:21:34,947:	[Coach] >>> Better ***NDCG@10*** of ***0.0463*** 
2023-09-22 16:21:34,973:	[Coach] >>> TRAIN @Epoch: 695  >>>  || LOSS Avg: 0.00634
2023-09-22 16:21:34,974:	[Coach] >>> VALID @Epoch: 695  >>>  || HITRATE@1 Avg: 0.0185 || HITRATE@5 Avg: 0.0557 || HITRATE@10 Avg: 0.0838 || NDCG@5 Avg: 0.0373 || NDCG@10 Avg: 0.0463
2023-09-22 16:21:34,974:	[Coach] >>> TEST  @Epoch: 695  >>> 
2023-09-22 16:21:36,880:	[Wall TIME] >>> ChiefCoach.train takes 1.905817 seconds ...
2023-09-22 16:21:36,945:	[Coach] >>> TRAIN @Epoch: 696  >>>  || LOSS Avg: 0.00650
2023-09-22 16:21:36,945:	[Coach] >>> VALID @Epoch: 696  >>> 
2023-09-22 16:21:36,945:	[Coach] >>> TEST  @Epoch: 696  >>> 
2023-09-22 16:21:38,816:	[Wall TIME] >>> ChiefCoach.train takes 1.870780 seconds ...
2023-09-22 16:21:38,903:	[Coach] >>> TRAIN @Epoch: 697  >>>  || LOSS Avg: 0.00635
2023-09-22 16:21:38,903:	[Coach] >>> VALID @Epoch: 697  >>> 
2023-09-22 16:21:38,903:	[Coach] >>> TEST  @Epoch: 697  >>> 
2023-09-22 16:21:40,811:	[Wall TIME] >>> ChiefCoach.train takes 1.907517 seconds ...
2023-09-22 16:21:41,073:	[Coach] >>> TRAIN @Epoch: 698  >>>  || LOSS Avg: 0.00637
2023-09-22 16:21:41,074:	[Coach] >>> VALID @Epoch: 698  >>> 
2023-09-22 16:21:41,074:	[Coach] >>> TEST  @Epoch: 698  >>> 
2023-09-22 16:21:42,774:	[Wall TIME] >>> ChiefCoach.train takes 1.699688 seconds ...
2023-09-22 16:21:42,893:	[Coach] >>> TRAIN @Epoch: 699  >>>  || LOSS Avg: 0.00629
2023-09-22 16:21:42,893:	[Coach] >>> VALID @Epoch: 699  >>> 
2023-09-22 16:21:42,893:	[Coach] >>> TEST  @Epoch: 699  >>> 
2023-09-22 16:21:44,653:	[Wall TIME] >>> ChiefCoach.train takes 1.759983 seconds ...
2023-09-22 16:21:45,673:	[Wall TIME] >>> ChiefCoach.valid takes 0.956096 seconds ...
2023-09-22 16:21:45,673:	[Coach] >>> TRAIN @Epoch: 700  >>>  || LOSS Avg: 0.00650
2023-09-22 16:21:45,674:	[Coach] >>> VALID @Epoch: 700  >>>  || HITRATE@1 Avg: 0.0182 || HITRATE@5 Avg: 0.0559 || HITRATE@10 Avg: 0.0836 || NDCG@5 Avg: 0.0373 || NDCG@10 Avg: 0.0462
2023-09-22 16:21:45,674:	[Coach] >>> TEST  @Epoch: 700  >>> 
2023-09-22 16:21:47,397:	[Wall TIME] >>> ChiefCoach.train takes 1.723488 seconds ...
2023-09-22 16:21:47,461:	[Coach] >>> TRAIN @Epoch: 701  >>>  || LOSS Avg: 0.00655
2023-09-22 16:21:47,462:	[Coach] >>> VALID @Epoch: 701  >>> 
2023-09-22 16:21:47,462:	[Coach] >>> TEST  @Epoch: 701  >>> 
2023-09-22 16:21:49,268:	[Wall TIME] >>> ChiefCoach.train takes 1.806262 seconds ...
2023-09-22 16:21:49,338:	[Coach] >>> TRAIN @Epoch: 702  >>>  || LOSS Avg: 0.00644
2023-09-22 16:21:49,338:	[Coach] >>> VALID @Epoch: 702  >>> 
2023-09-22 16:21:49,339:	[Coach] >>> TEST  @Epoch: 702  >>> 
2023-09-22 16:21:51,051:	[Wall TIME] >>> ChiefCoach.train takes 1.712744 seconds ...
2023-09-22 16:21:51,139:	[Coach] >>> TRAIN @Epoch: 703  >>>  || LOSS Avg: 0.00629
2023-09-22 16:21:51,139:	[Coach] >>> VALID @Epoch: 703  >>> 
2023-09-22 16:21:51,140:	[Coach] >>> TEST  @Epoch: 703  >>> 
2023-09-22 16:21:52,938:	[Wall TIME] >>> ChiefCoach.train takes 1.798101 seconds ...
2023-09-22 16:21:53,005:	[Coach] >>> TRAIN @Epoch: 704  >>>  || LOSS Avg: 0.00650
2023-09-22 16:21:53,005:	[Coach] >>> VALID @Epoch: 704  >>> 
2023-09-22 16:21:53,005:	[Coach] >>> TEST  @Epoch: 704  >>> 
2023-09-22 16:21:54,781:	[Wall TIME] >>> ChiefCoach.train takes 1.775635 seconds ...
2023-09-22 16:21:55,757:	[Wall TIME] >>> ChiefCoach.valid takes 0.903881 seconds ...
2023-09-22 16:21:55,757:	[Coach] >>> Better ***NDCG@10*** of ***0.0464*** 
2023-09-22 16:21:55,776:	[Coach] >>> TRAIN @Epoch: 705  >>>  || LOSS Avg: 0.00626
2023-09-22 16:21:55,776:	[Coach] >>> VALID @Epoch: 705  >>>  || HITRATE@1 Avg: 0.0185 || HITRATE@5 Avg: 0.0559 || HITRATE@10 Avg: 0.0840 || NDCG@5 Avg: 0.0374 || NDCG@10 Avg: 0.0464
2023-09-22 16:21:55,776:	[Coach] >>> TEST  @Epoch: 705  >>> 
2023-09-22 16:21:57,422:	[Wall TIME] >>> ChiefCoach.train takes 1.645376 seconds ...
2023-09-22 16:21:57,492:	[Coach] >>> TRAIN @Epoch: 706  >>>  || LOSS Avg: 0.00636
2023-09-22 16:21:57,492:	[Coach] >>> VALID @Epoch: 706  >>> 
2023-09-22 16:21:57,492:	[Coach] >>> TEST  @Epoch: 706  >>> 
2023-09-22 16:21:59,444:	[Wall TIME] >>> ChiefCoach.train takes 1.951713 seconds ...
2023-09-22 16:21:59,674:	[Coach] >>> TRAIN @Epoch: 707  >>>  || LOSS Avg: 0.00647
2023-09-22 16:21:59,674:	[Coach] >>> VALID @Epoch: 707  >>> 
2023-09-22 16:21:59,675:	[Coach] >>> TEST  @Epoch: 707  >>> 
2023-09-22 16:22:01,419:	[Wall TIME] >>> ChiefCoach.train takes 1.744048 seconds ...
2023-09-22 16:22:01,601:	[Coach] >>> TRAIN @Epoch: 708  >>>  || LOSS Avg: 0.00631
2023-09-22 16:22:01,601:	[Coach] >>> VALID @Epoch: 708  >>> 
2023-09-22 16:22:01,601:	[Coach] >>> TEST  @Epoch: 708  >>> 
2023-09-22 16:22:03,363:	[Wall TIME] >>> ChiefCoach.train takes 1.762282 seconds ...
2023-09-22 16:22:03,445:	[Coach] >>> TRAIN @Epoch: 709  >>>  || LOSS Avg: 0.00627
2023-09-22 16:22:03,446:	[Coach] >>> VALID @Epoch: 709  >>> 
2023-09-22 16:22:03,446:	[Coach] >>> TEST  @Epoch: 709  >>> 
2023-09-22 16:22:05,349:	[Wall TIME] >>> ChiefCoach.train takes 1.902881 seconds ...
2023-09-22 16:22:06,325:	[Wall TIME] >>> ChiefCoach.valid takes 0.908126 seconds ...
2023-09-22 16:22:06,325:	[Coach] >>> TRAIN @Epoch: 710  >>>  || LOSS Avg: 0.00640
2023-09-22 16:22:06,326:	[Coach] >>> VALID @Epoch: 710  >>>  || HITRATE@1 Avg: 0.0180 || HITRATE@5 Avg: 0.0565 || HITRATE@10 Avg: 0.0835 || NDCG@5 Avg: 0.0375 || NDCG@10 Avg: 0.0462
2023-09-22 16:22:06,326:	[Coach] >>> TEST  @Epoch: 710  >>> 
2023-09-22 16:22:08,080:	[Wall TIME] >>> ChiefCoach.train takes 1.753709 seconds ...
2023-09-22 16:22:08,149:	[Coach] >>> TRAIN @Epoch: 711  >>>  || LOSS Avg: 0.00642
2023-09-22 16:22:08,149:	[Coach] >>> VALID @Epoch: 711  >>> 
2023-09-22 16:22:08,149:	[Coach] >>> TEST  @Epoch: 711  >>> 
2023-09-22 16:22:09,919:	[Wall TIME] >>> ChiefCoach.train takes 1.769104 seconds ...
2023-09-22 16:22:09,985:	[Coach] >>> TRAIN @Epoch: 712  >>>  || LOSS Avg: 0.00639
2023-09-22 16:22:09,985:	[Coach] >>> VALID @Epoch: 712  >>> 
2023-09-22 16:22:09,985:	[Coach] >>> TEST  @Epoch: 712  >>> 
2023-09-22 16:22:11,674:	[Wall TIME] >>> ChiefCoach.train takes 1.688952 seconds ...
2023-09-22 16:22:11,740:	[Coach] >>> TRAIN @Epoch: 713  >>>  || LOSS Avg: 0.00638
2023-09-22 16:22:11,740:	[Coach] >>> VALID @Epoch: 713  >>> 
2023-09-22 16:22:11,740:	[Coach] >>> TEST  @Epoch: 713  >>> 
2023-09-22 16:22:13,258:	[Wall TIME] >>> ChiefCoach.train takes 1.518154 seconds ...
2023-09-22 16:22:13,325:	[Coach] >>> TRAIN @Epoch: 714  >>>  || LOSS Avg: 0.00632
2023-09-22 16:22:13,325:	[Coach] >>> VALID @Epoch: 714  >>> 
2023-09-22 16:22:13,326:	[Coach] >>> TEST  @Epoch: 714  >>> 
2023-09-22 16:22:15,015:	[Wall TIME] >>> ChiefCoach.train takes 1.689427 seconds ...
2023-09-22 16:22:15,994:	[Wall TIME] >>> ChiefCoach.valid takes 0.914580 seconds ...
2023-09-22 16:22:15,995:	[Coach] >>> TRAIN @Epoch: 715  >>>  || LOSS Avg: 0.00613
2023-09-22 16:22:15,995:	[Coach] >>> VALID @Epoch: 715  >>>  || HITRATE@1 Avg: 0.0183 || HITRATE@5 Avg: 0.0551 || HITRATE@10 Avg: 0.0831 || NDCG@5 Avg: 0.0370 || NDCG@10 Avg: 0.0460
2023-09-22 16:22:15,995:	[Coach] >>> TEST  @Epoch: 715  >>> 
2023-09-22 16:22:17,882:	[Wall TIME] >>> ChiefCoach.train takes 1.887306 seconds ...
2023-09-22 16:22:17,974:	[Coach] >>> TRAIN @Epoch: 716  >>>  || LOSS Avg: 0.00624
2023-09-22 16:22:17,974:	[Coach] >>> VALID @Epoch: 716  >>> 
2023-09-22 16:22:17,974:	[Coach] >>> TEST  @Epoch: 716  >>> 
2023-09-22 16:22:19,911:	[Wall TIME] >>> ChiefCoach.train takes 1.936386 seconds ...
2023-09-22 16:22:19,982:	[Coach] >>> TRAIN @Epoch: 717  >>>  || LOSS Avg: 0.00659
2023-09-22 16:22:19,983:	[Coach] >>> VALID @Epoch: 717  >>> 
2023-09-22 16:22:19,983:	[Coach] >>> TEST  @Epoch: 717  >>> 
2023-09-22 16:22:21,649:	[Wall TIME] >>> ChiefCoach.train takes 1.666716 seconds ...
2023-09-22 16:22:21,729:	[Coach] >>> TRAIN @Epoch: 718  >>>  || LOSS Avg: 0.00640
2023-09-22 16:22:21,729:	[Coach] >>> VALID @Epoch: 718  >>> 
2023-09-22 16:22:21,729:	[Coach] >>> TEST  @Epoch: 718  >>> 
2023-09-22 16:22:23,544:	[Wall TIME] >>> ChiefCoach.train takes 1.814722 seconds ...
2023-09-22 16:22:23,630:	[Coach] >>> TRAIN @Epoch: 719  >>>  || LOSS Avg: 0.00624
2023-09-22 16:22:23,630:	[Coach] >>> VALID @Epoch: 719  >>> 
2023-09-22 16:22:23,630:	[Coach] >>> TEST  @Epoch: 719  >>> 
2023-09-22 16:22:25,272:	[Wall TIME] >>> ChiefCoach.train takes 1.641783 seconds ...
2023-09-22 16:22:26,271:	[Wall TIME] >>> ChiefCoach.valid takes 0.931031 seconds ...
2023-09-22 16:22:26,272:	[Coach] >>> TRAIN @Epoch: 720  >>>  || LOSS Avg: 0.00621
2023-09-22 16:22:26,272:	[Coach] >>> VALID @Epoch: 720  >>>  || HITRATE@1 Avg: 0.0172 || HITRATE@5 Avg: 0.0560 || HITRATE@10 Avg: 0.0826 || NDCG@5 Avg: 0.0368 || NDCG@10 Avg: 0.0453
2023-09-22 16:22:26,272:	[Coach] >>> TEST  @Epoch: 720  >>> 
2023-09-22 16:22:28,126:	[Wall TIME] >>> ChiefCoach.train takes 1.853803 seconds ...
2023-09-22 16:22:28,208:	[Coach] >>> TRAIN @Epoch: 721  >>>  || LOSS Avg: 0.00642
2023-09-22 16:22:28,209:	[Coach] >>> VALID @Epoch: 721  >>> 
2023-09-22 16:22:28,209:	[Coach] >>> TEST  @Epoch: 721  >>> 
2023-09-22 16:22:29,950:	[Wall TIME] >>> ChiefCoach.train takes 1.741402 seconds ...
2023-09-22 16:22:30,026:	[Coach] >>> TRAIN @Epoch: 722  >>>  || LOSS Avg: 0.00635
2023-09-22 16:22:30,026:	[Coach] >>> VALID @Epoch: 722  >>> 
2023-09-22 16:22:30,026:	[Coach] >>> TEST  @Epoch: 722  >>> 
2023-09-22 16:22:31,791:	[Wall TIME] >>> ChiefCoach.train takes 1.764513 seconds ...
2023-09-22 16:22:31,861:	[Coach] >>> TRAIN @Epoch: 723  >>>  || LOSS Avg: 0.00640
2023-09-22 16:22:31,861:	[Coach] >>> VALID @Epoch: 723  >>> 
2023-09-22 16:22:31,862:	[Coach] >>> TEST  @Epoch: 723  >>> 
2023-09-22 16:22:33,729:	[Wall TIME] >>> ChiefCoach.train takes 1.867717 seconds ...
2023-09-22 16:22:33,795:	[Coach] >>> TRAIN @Epoch: 724  >>>  || LOSS Avg: 0.00635
2023-09-22 16:22:33,795:	[Coach] >>> VALID @Epoch: 724  >>> 
2023-09-22 16:22:33,795:	[Coach] >>> TEST  @Epoch: 724  >>> 
2023-09-22 16:22:35,526:	[Wall TIME] >>> ChiefCoach.train takes 1.730697 seconds ...
2023-09-22 16:22:36,489:	[Wall TIME] >>> ChiefCoach.valid takes 0.898505 seconds ...
2023-09-22 16:22:36,489:	[Coach] >>> TRAIN @Epoch: 725  >>>  || LOSS Avg: 0.00620
2023-09-22 16:22:36,490:	[Coach] >>> VALID @Epoch: 725  >>>  || HITRATE@1 Avg: 0.0175 || HITRATE@5 Avg: 0.0558 || HITRATE@10 Avg: 0.0823 || NDCG@5 Avg: 0.0368 || NDCG@10 Avg: 0.0453
2023-09-22 16:22:36,490:	[Coach] >>> TEST  @Epoch: 725  >>> 
2023-09-22 16:22:38,116:	[Wall TIME] >>> ChiefCoach.train takes 1.626085 seconds ...
2023-09-22 16:22:38,179:	[Coach] >>> TRAIN @Epoch: 726  >>>  || LOSS Avg: 0.00599
2023-09-22 16:22:38,179:	[Coach] >>> VALID @Epoch: 726  >>> 
2023-09-22 16:22:38,179:	[Coach] >>> TEST  @Epoch: 726  >>> 
2023-09-22 16:22:39,894:	[Wall TIME] >>> ChiefCoach.train takes 1.715122 seconds ...
2023-09-22 16:22:39,957:	[Coach] >>> TRAIN @Epoch: 727  >>>  || LOSS Avg: 0.00623
2023-09-22 16:22:39,957:	[Coach] >>> VALID @Epoch: 727  >>> 
2023-09-22 16:22:39,957:	[Coach] >>> TEST  @Epoch: 727  >>> 
2023-09-22 16:22:41,717:	[Wall TIME] >>> ChiefCoach.train takes 1.758876 seconds ...
2023-09-22 16:22:41,784:	[Coach] >>> TRAIN @Epoch: 728  >>>  || LOSS Avg: 0.00640
2023-09-22 16:22:41,785:	[Coach] >>> VALID @Epoch: 728  >>> 
2023-09-22 16:22:41,785:	[Coach] >>> TEST  @Epoch: 728  >>> 
2023-09-22 16:22:43,377:	[Wall TIME] >>> ChiefCoach.train takes 1.592447 seconds ...
2023-09-22 16:22:43,445:	[Coach] >>> TRAIN @Epoch: 729  >>>  || LOSS Avg: 0.00603
2023-09-22 16:22:43,445:	[Coach] >>> VALID @Epoch: 729  >>> 
2023-09-22 16:22:43,445:	[Coach] >>> TEST  @Epoch: 729  >>> 
2023-09-22 16:22:45,120:	[Wall TIME] >>> ChiefCoach.train takes 1.674707 seconds ...
2023-09-22 16:22:46,131:	[Wall TIME] >>> ChiefCoach.valid takes 0.920336 seconds ...
2023-09-22 16:22:46,132:	[Coach] >>> TRAIN @Epoch: 730  >>>  || LOSS Avg: 0.00637
2023-09-22 16:22:46,132:	[Coach] >>> VALID @Epoch: 730  >>>  || HITRATE@1 Avg: 0.0176 || HITRATE@5 Avg: 0.0558 || HITRATE@10 Avg: 0.0824 || NDCG@5 Avg: 0.0369 || NDCG@10 Avg: 0.0454
2023-09-22 16:22:46,132:	[Coach] >>> TEST  @Epoch: 730  >>> 
2023-09-22 16:22:48,015:	[Wall TIME] >>> ChiefCoach.train takes 1.883356 seconds ...
2023-09-22 16:22:48,080:	[Coach] >>> TRAIN @Epoch: 731  >>>  || LOSS Avg: 0.00627
2023-09-22 16:22:48,080:	[Coach] >>> VALID @Epoch: 731  >>> 
2023-09-22 16:22:48,080:	[Coach] >>> TEST  @Epoch: 731  >>> 
2023-09-22 16:22:49,822:	[Wall TIME] >>> ChiefCoach.train takes 1.741963 seconds ...
2023-09-22 16:22:49,905:	[Coach] >>> TRAIN @Epoch: 732  >>>  || LOSS Avg: 0.00626
2023-09-22 16:22:49,905:	[Coach] >>> VALID @Epoch: 732  >>> 
2023-09-22 16:22:49,905:	[Coach] >>> TEST  @Epoch: 732  >>> 
2023-09-22 16:22:51,820:	[Wall TIME] >>> ChiefCoach.train takes 1.914163 seconds ...
2023-09-22 16:22:51,905:	[Coach] >>> TRAIN @Epoch: 733  >>>  || LOSS Avg: 0.00628
2023-09-22 16:22:51,905:	[Coach] >>> VALID @Epoch: 733  >>> 
2023-09-22 16:22:51,905:	[Coach] >>> TEST  @Epoch: 733  >>> 
2023-09-22 16:22:53,581:	[Wall TIME] >>> ChiefCoach.train takes 1.675771 seconds ...
2023-09-22 16:22:53,667:	[Coach] >>> TRAIN @Epoch: 734  >>>  || LOSS Avg: 0.00617
2023-09-22 16:22:53,667:	[Coach] >>> VALID @Epoch: 734  >>> 
2023-09-22 16:22:53,667:	[Coach] >>> TEST  @Epoch: 734  >>> 
2023-09-22 16:22:55,334:	[Wall TIME] >>> ChiefCoach.train takes 1.666595 seconds ...
2023-09-22 16:22:56,326:	[Wall TIME] >>> ChiefCoach.valid takes 0.868625 seconds ...
2023-09-22 16:22:56,326:	[Coach] >>> TRAIN @Epoch: 735  >>>  || LOSS Avg: 0.00638
2023-09-22 16:22:56,326:	[Coach] >>> VALID @Epoch: 735  >>>  || HITRATE@1 Avg: 0.0175 || HITRATE@5 Avg: 0.0556 || HITRATE@10 Avg: 0.0816 || NDCG@5 Avg: 0.0369 || NDCG@10 Avg: 0.0452
2023-09-22 16:22:56,327:	[Coach] >>> TEST  @Epoch: 735  >>> 
2023-09-22 16:22:57,827:	[Wall TIME] >>> ChiefCoach.train takes 1.500635 seconds ...
2023-09-22 16:22:57,891:	[Coach] >>> TRAIN @Epoch: 736  >>>  || LOSS Avg: 0.00622
2023-09-22 16:22:57,891:	[Coach] >>> VALID @Epoch: 736  >>> 
2023-09-22 16:22:57,891:	[Coach] >>> TEST  @Epoch: 736  >>> 
2023-09-22 16:22:59,538:	[Wall TIME] >>> ChiefCoach.train takes 1.646333 seconds ...
2023-09-22 16:22:59,618:	[Coach] >>> TRAIN @Epoch: 737  >>>  || LOSS Avg: 0.00630
2023-09-22 16:22:59,619:	[Coach] >>> VALID @Epoch: 737  >>> 
2023-09-22 16:22:59,619:	[Coach] >>> TEST  @Epoch: 737  >>> 
2023-09-22 16:23:01,346:	[Wall TIME] >>> ChiefCoach.train takes 1.726921 seconds ...
2023-09-22 16:23:01,417:	[Coach] >>> TRAIN @Epoch: 738  >>>  || LOSS Avg: 0.00617
2023-09-22 16:23:01,417:	[Coach] >>> VALID @Epoch: 738  >>> 
2023-09-22 16:23:01,418:	[Coach] >>> TEST  @Epoch: 738  >>> 
2023-09-22 16:23:03,173:	[Wall TIME] >>> ChiefCoach.train takes 1.755638 seconds ...
2023-09-22 16:23:03,284:	[Coach] >>> TRAIN @Epoch: 739  >>>  || LOSS Avg: 0.00619
2023-09-22 16:23:03,285:	[Coach] >>> VALID @Epoch: 739  >>> 
2023-09-22 16:23:03,285:	[Coach] >>> TEST  @Epoch: 739  >>> 
2023-09-22 16:23:05,029:	[Wall TIME] >>> ChiefCoach.train takes 1.744243 seconds ...
2023-09-22 16:23:06,288:	[Wall TIME] >>> ChiefCoach.valid takes 0.963422 seconds ...
2023-09-22 16:23:06,289:	[Coach] >>> TRAIN @Epoch: 740  >>>  || LOSS Avg: 0.00619
2023-09-22 16:23:06,289:	[Coach] >>> VALID @Epoch: 740  >>>  || HITRATE@1 Avg: 0.0176 || HITRATE@5 Avg: 0.0548 || HITRATE@10 Avg: 0.0825 || NDCG@5 Avg: 0.0367 || NDCG@10 Avg: 0.0456
2023-09-22 16:23:06,289:	[Coach] >>> TEST  @Epoch: 740  >>> 
2023-09-22 16:23:07,841:	[Wall TIME] >>> ChiefCoach.train takes 1.551875 seconds ...
2023-09-22 16:23:07,906:	[Coach] >>> TRAIN @Epoch: 741  >>>  || LOSS Avg: 0.00632
2023-09-22 16:23:07,906:	[Coach] >>> VALID @Epoch: 741  >>> 
2023-09-22 16:23:07,907:	[Coach] >>> TEST  @Epoch: 741  >>> 
2023-09-22 16:23:09,644:	[Wall TIME] >>> ChiefCoach.train takes 1.737115 seconds ...
2023-09-22 16:23:09,823:	[Coach] >>> TRAIN @Epoch: 742  >>>  || LOSS Avg: 0.00603
2023-09-22 16:23:09,823:	[Coach] >>> VALID @Epoch: 742  >>> 
2023-09-22 16:23:09,823:	[Coach] >>> TEST  @Epoch: 742  >>> 
2023-09-22 16:23:11,552:	[Wall TIME] >>> ChiefCoach.train takes 1.728907 seconds ...
2023-09-22 16:23:11,728:	[Coach] >>> TRAIN @Epoch: 743  >>>  || LOSS Avg: 0.00629
2023-09-22 16:23:11,728:	[Coach] >>> VALID @Epoch: 743  >>> 
2023-09-22 16:23:11,728:	[Coach] >>> TEST  @Epoch: 743  >>> 
2023-09-22 16:23:13,422:	[Wall TIME] >>> ChiefCoach.train takes 1.693479 seconds ...
2023-09-22 16:23:13,596:	[Coach] >>> TRAIN @Epoch: 744  >>>  || LOSS Avg: 0.00622
2023-09-22 16:23:13,596:	[Coach] >>> VALID @Epoch: 744  >>> 
2023-09-22 16:23:13,596:	[Coach] >>> TEST  @Epoch: 744  >>> 
2023-09-22 16:23:15,436:	[Wall TIME] >>> ChiefCoach.train takes 1.838880 seconds ...
2023-09-22 16:23:16,419:	[Wall TIME] >>> ChiefCoach.valid takes 0.902363 seconds ...
2023-09-22 16:23:16,419:	[Coach] >>> TRAIN @Epoch: 745  >>>  || LOSS Avg: 0.00625
2023-09-22 16:23:16,419:	[Coach] >>> VALID @Epoch: 745  >>>  || HITRATE@1 Avg: 0.0179 || HITRATE@5 Avg: 0.0553 || HITRATE@10 Avg: 0.0825 || NDCG@5 Avg: 0.0370 || NDCG@10 Avg: 0.0458
2023-09-22 16:23:16,419:	[Coach] >>> TEST  @Epoch: 745  >>> 
2023-09-22 16:23:18,376:	[Wall TIME] >>> ChiefCoach.train takes 1.956838 seconds ...
2023-09-22 16:23:18,446:	[Coach] >>> TRAIN @Epoch: 746  >>>  || LOSS Avg: 0.00625
2023-09-22 16:23:18,447:	[Coach] >>> VALID @Epoch: 746  >>> 
2023-09-22 16:23:18,447:	[Coach] >>> TEST  @Epoch: 746  >>> 
2023-09-22 16:23:20,237:	[Wall TIME] >>> ChiefCoach.train takes 1.790627 seconds ...
2023-09-22 16:23:20,310:	[Coach] >>> TRAIN @Epoch: 747  >>>  || LOSS Avg: 0.00649
2023-09-22 16:23:20,310:	[Coach] >>> VALID @Epoch: 747  >>> 
2023-09-22 16:23:20,310:	[Coach] >>> TEST  @Epoch: 747  >>> 
2023-09-22 16:23:21,916:	[Wall TIME] >>> ChiefCoach.train takes 1.605648 seconds ...
2023-09-22 16:23:21,977:	[Coach] >>> TRAIN @Epoch: 748  >>>  || LOSS Avg: 0.00616
2023-09-22 16:23:21,977:	[Coach] >>> VALID @Epoch: 748  >>> 
2023-09-22 16:23:21,977:	[Coach] >>> TEST  @Epoch: 748  >>> 
2023-09-22 16:23:23,617:	[Wall TIME] >>> ChiefCoach.train takes 1.639366 seconds ...
2023-09-22 16:23:23,684:	[Coach] >>> TRAIN @Epoch: 749  >>>  || LOSS Avg: 0.00624
2023-09-22 16:23:23,684:	[Coach] >>> VALID @Epoch: 749  >>> 
2023-09-22 16:23:23,684:	[Coach] >>> TEST  @Epoch: 749  >>> 
2023-09-22 16:23:25,357:	[Wall TIME] >>> ChiefCoach.train takes 1.673362 seconds ...
2023-09-22 16:23:26,357:	[Wall TIME] >>> ChiefCoach.valid takes 0.929047 seconds ...
2023-09-22 16:23:26,357:	[Coach] >>> TRAIN @Epoch: 750  >>>  || LOSS Avg: 0.00632
2023-09-22 16:23:26,357:	[Coach] >>> VALID @Epoch: 750  >>>  || HITRATE@1 Avg: 0.0188 || HITRATE@5 Avg: 0.0555 || HITRATE@10 Avg: 0.0827 || NDCG@5 Avg: 0.0374 || NDCG@10 Avg: 0.0462
2023-09-22 16:23:26,357:	[Coach] >>> TEST  @Epoch: 750  >>> 
2023-09-22 16:23:28,380:	[Wall TIME] >>> ChiefCoach.train takes 2.022853 seconds ...
2023-09-22 16:23:28,549:	[Coach] >>> TRAIN @Epoch: 751  >>>  || LOSS Avg: 0.00615
2023-09-22 16:23:28,549:	[Coach] >>> VALID @Epoch: 751  >>> 
2023-09-22 16:23:28,549:	[Coach] >>> TEST  @Epoch: 751  >>> 
2023-09-22 16:23:30,302:	[Wall TIME] >>> ChiefCoach.train takes 1.753485 seconds ...
2023-09-22 16:23:30,677:	[Coach] >>> TRAIN @Epoch: 752  >>>  || LOSS Avg: 0.00637
2023-09-22 16:23:30,677:	[Coach] >>> VALID @Epoch: 752  >>> 
2023-09-22 16:23:30,677:	[Coach] >>> TEST  @Epoch: 752  >>> 
2023-09-22 16:23:32,422:	[Wall TIME] >>> ChiefCoach.train takes 1.744632 seconds ...
2023-09-22 16:23:32,488:	[Coach] >>> TRAIN @Epoch: 753  >>>  || LOSS Avg: 0.00613
2023-09-22 16:23:32,488:	[Coach] >>> VALID @Epoch: 753  >>> 
2023-09-22 16:23:32,488:	[Coach] >>> TEST  @Epoch: 753  >>> 
2023-09-22 16:23:34,139:	[Wall TIME] >>> ChiefCoach.train takes 1.650898 seconds ...
2023-09-22 16:23:34,202:	[Coach] >>> TRAIN @Epoch: 754  >>>  || LOSS Avg: 0.00620
2023-09-22 16:23:34,202:	[Coach] >>> VALID @Epoch: 754  >>> 
2023-09-22 16:23:34,202:	[Coach] >>> TEST  @Epoch: 754  >>> 
2023-09-22 16:23:35,933:	[Wall TIME] >>> ChiefCoach.train takes 1.730386 seconds ...
2023-09-22 16:23:36,932:	[Wall TIME] >>> ChiefCoach.valid takes 0.930250 seconds ...
2023-09-22 16:23:36,932:	[Coach] >>> TRAIN @Epoch: 755  >>>  || LOSS Avg: 0.00630
2023-09-22 16:23:36,932:	[Coach] >>> VALID @Epoch: 755  >>>  || HITRATE@1 Avg: 0.0185 || HITRATE@5 Avg: 0.0548 || HITRATE@10 Avg: 0.0826 || NDCG@5 Avg: 0.0369 || NDCG@10 Avg: 0.0459
2023-09-22 16:23:36,932:	[Coach] >>> TEST  @Epoch: 755  >>> 
2023-09-22 16:23:38,623:	[Wall TIME] >>> ChiefCoach.train takes 1.690746 seconds ...
2023-09-22 16:23:38,697:	[Coach] >>> TRAIN @Epoch: 756  >>>  || LOSS Avg: 0.00631
2023-09-22 16:23:38,698:	[Coach] >>> VALID @Epoch: 756  >>> 
2023-09-22 16:23:38,698:	[Coach] >>> TEST  @Epoch: 756  >>> 
2023-09-22 16:23:40,262:	[Wall TIME] >>> ChiefCoach.train takes 1.563763 seconds ...
2023-09-22 16:23:40,326:	[Coach] >>> TRAIN @Epoch: 757  >>>  || LOSS Avg: 0.00627
2023-09-22 16:23:40,326:	[Coach] >>> VALID @Epoch: 757  >>> 
2023-09-22 16:23:40,326:	[Coach] >>> TEST  @Epoch: 757  >>> 
2023-09-22 16:23:41,868:	[Wall TIME] >>> ChiefCoach.train takes 1.541875 seconds ...
2023-09-22 16:23:41,930:	[Coach] >>> TRAIN @Epoch: 758  >>>  || LOSS Avg: 0.00627
2023-09-22 16:23:41,930:	[Coach] >>> VALID @Epoch: 758  >>> 
2023-09-22 16:23:41,930:	[Coach] >>> TEST  @Epoch: 758  >>> 
2023-09-22 16:23:43,644:	[Wall TIME] >>> ChiefCoach.train takes 1.713119 seconds ...
2023-09-22 16:23:43,715:	[Coach] >>> TRAIN @Epoch: 759  >>>  || LOSS Avg: 0.00603
2023-09-22 16:23:43,715:	[Coach] >>> VALID @Epoch: 759  >>> 
2023-09-22 16:23:43,715:	[Coach] >>> TEST  @Epoch: 759  >>> 
2023-09-22 16:23:45,365:	[Wall TIME] >>> ChiefCoach.train takes 1.649724 seconds ...
2023-09-22 16:23:46,476:	[Wall TIME] >>> ChiefCoach.valid takes 1.032343 seconds ...
2023-09-22 16:23:46,476:	[Coach] >>> TRAIN @Epoch: 760  >>>  || LOSS Avg: 0.00635
2023-09-22 16:23:46,476:	[Coach] >>> VALID @Epoch: 760  >>>  || HITRATE@1 Avg: 0.0185 || HITRATE@5 Avg: 0.0554 || HITRATE@10 Avg: 0.0831 || NDCG@5 Avg: 0.0371 || NDCG@10 Avg: 0.0460
2023-09-22 16:23:46,476:	[Coach] >>> TEST  @Epoch: 760  >>> 
2023-09-22 16:23:48,151:	[Wall TIME] >>> ChiefCoach.train takes 1.674192 seconds ...
2023-09-22 16:23:48,227:	[Coach] >>> TRAIN @Epoch: 761  >>>  || LOSS Avg: 0.00617
2023-09-22 16:23:48,227:	[Coach] >>> VALID @Epoch: 761  >>> 
2023-09-22 16:23:48,227:	[Coach] >>> TEST  @Epoch: 761  >>> 
2023-09-22 16:23:49,760:	[Wall TIME] >>> ChiefCoach.train takes 1.533201 seconds ...
2023-09-22 16:23:49,827:	[Coach] >>> TRAIN @Epoch: 762  >>>  || LOSS Avg: 0.00604
2023-09-22 16:23:49,827:	[Coach] >>> VALID @Epoch: 762  >>> 
2023-09-22 16:23:49,827:	[Coach] >>> TEST  @Epoch: 762  >>> 
2023-09-22 16:23:51,284:	[Wall TIME] >>> ChiefCoach.train takes 1.457501 seconds ...
2023-09-22 16:23:51,354:	[Coach] >>> TRAIN @Epoch: 763  >>>  || LOSS Avg: 0.00612
2023-09-22 16:23:51,354:	[Coach] >>> VALID @Epoch: 763  >>> 
2023-09-22 16:23:51,355:	[Coach] >>> TEST  @Epoch: 763  >>> 
2023-09-22 16:23:53,218:	[Wall TIME] >>> ChiefCoach.train takes 1.862268 seconds ...
2023-09-22 16:23:53,363:	[Coach] >>> TRAIN @Epoch: 764  >>>  || LOSS Avg: 0.00616
2023-09-22 16:23:53,363:	[Coach] >>> VALID @Epoch: 764  >>> 
2023-09-22 16:23:53,364:	[Coach] >>> TEST  @Epoch: 764  >>> 
2023-09-22 16:23:55,205:	[Wall TIME] >>> ChiefCoach.train takes 1.841296 seconds ...
2023-09-22 16:23:56,174:	[Wall TIME] >>> ChiefCoach.valid takes 0.903790 seconds ...
2023-09-22 16:23:56,175:	[Coach] >>> TRAIN @Epoch: 765  >>>  || LOSS Avg: 0.00642
2023-09-22 16:23:56,175:	[Coach] >>> VALID @Epoch: 765  >>>  || HITRATE@1 Avg: 0.0185 || HITRATE@5 Avg: 0.0556 || HITRATE@10 Avg: 0.0831 || NDCG@5 Avg: 0.0373 || NDCG@10 Avg: 0.0461
2023-09-22 16:23:56,176:	[Coach] >>> TEST  @Epoch: 765  >>> 
2023-09-22 16:23:58,204:	[Wall TIME] >>> ChiefCoach.train takes 2.028151 seconds ...
2023-09-22 16:23:58,339:	[Coach] >>> TRAIN @Epoch: 766  >>>  || LOSS Avg: 0.00613
2023-09-22 16:23:58,339:	[Coach] >>> VALID @Epoch: 766  >>> 
2023-09-22 16:23:58,339:	[Coach] >>> TEST  @Epoch: 766  >>> 
2023-09-22 16:23:59,886:	[Wall TIME] >>> ChiefCoach.train takes 1.546484 seconds ...
2023-09-22 16:23:59,957:	[Coach] >>> TRAIN @Epoch: 767  >>>  || LOSS Avg: 0.00597
2023-09-22 16:23:59,958:	[Coach] >>> VALID @Epoch: 767  >>> 
2023-09-22 16:23:59,958:	[Coach] >>> TEST  @Epoch: 767  >>> 
2023-09-22 16:24:01,540:	[Wall TIME] >>> ChiefCoach.train takes 1.582493 seconds ...
2023-09-22 16:24:01,736:	[Coach] >>> TRAIN @Epoch: 768  >>>  || LOSS Avg: 0.00641
2023-09-22 16:24:01,737:	[Coach] >>> VALID @Epoch: 768  >>> 
2023-09-22 16:24:01,737:	[Coach] >>> TEST  @Epoch: 768  >>> 
2023-09-22 16:24:03,626:	[Wall TIME] >>> ChiefCoach.train takes 1.889358 seconds ...
2023-09-22 16:24:03,771:	[Coach] >>> TRAIN @Epoch: 769  >>>  || LOSS Avg: 0.00622
2023-09-22 16:24:03,771:	[Coach] >>> VALID @Epoch: 769  >>> 
2023-09-22 16:24:03,771:	[Coach] >>> TEST  @Epoch: 769  >>> 
2023-09-22 16:24:05,483:	[Wall TIME] >>> ChiefCoach.train takes 1.711697 seconds ...
2023-09-22 16:24:06,444:	[Wall TIME] >>> ChiefCoach.valid takes 0.880818 seconds ...
2023-09-22 16:24:06,445:	[Coach] >>> TRAIN @Epoch: 770  >>>  || LOSS Avg: 0.00626
2023-09-22 16:24:06,445:	[Coach] >>> VALID @Epoch: 770  >>>  || HITRATE@1 Avg: 0.0180 || HITRATE@5 Avg: 0.0552 || HITRATE@10 Avg: 0.0832 || NDCG@5 Avg: 0.0369 || NDCG@10 Avg: 0.0459
2023-09-22 16:24:06,445:	[Coach] >>> TEST  @Epoch: 770  >>> 
2023-09-22 16:24:07,943:	[Wall TIME] >>> ChiefCoach.train takes 1.498611 seconds ...
2023-09-22 16:24:08,008:	[Coach] >>> TRAIN @Epoch: 771  >>>  || LOSS Avg: 0.00631
2023-09-22 16:24:08,008:	[Coach] >>> VALID @Epoch: 771  >>> 
2023-09-22 16:24:08,009:	[Coach] >>> TEST  @Epoch: 771  >>> 
2023-09-22 16:24:09,625:	[Wall TIME] >>> ChiefCoach.train takes 1.615995 seconds ...
2023-09-22 16:24:09,696:	[Coach] >>> TRAIN @Epoch: 772  >>>  || LOSS Avg: 0.00611
2023-09-22 16:24:09,696:	[Coach] >>> VALID @Epoch: 772  >>> 
2023-09-22 16:24:09,696:	[Coach] >>> TEST  @Epoch: 772  >>> 
2023-09-22 16:24:11,317:	[Wall TIME] >>> ChiefCoach.train takes 1.620729 seconds ...
2023-09-22 16:24:11,431:	[Coach] >>> TRAIN @Epoch: 773  >>>  || LOSS Avg: 0.00619
2023-09-22 16:24:11,706:	[Coach] >>> VALID @Epoch: 773  >>> 
2023-09-22 16:24:11,706:	[Coach] >>> TEST  @Epoch: 773  >>> 
2023-09-22 16:24:13,303:	[Wall TIME] >>> ChiefCoach.train takes 1.596481 seconds ...
2023-09-22 16:24:13,368:	[Coach] >>> TRAIN @Epoch: 774  >>>  || LOSS Avg: 0.00613
2023-09-22 16:24:13,368:	[Coach] >>> VALID @Epoch: 774  >>> 
2023-09-22 16:24:13,368:	[Coach] >>> TEST  @Epoch: 774  >>> 
2023-09-22 16:24:15,297:	[Wall TIME] >>> ChiefCoach.train takes 1.928341 seconds ...
2023-09-22 16:24:16,303:	[Wall TIME] >>> ChiefCoach.valid takes 0.934366 seconds ...
2023-09-22 16:24:16,303:	[Coach] >>> TRAIN @Epoch: 775  >>>  || LOSS Avg: 0.00600
2023-09-22 16:24:16,303:	[Coach] >>> VALID @Epoch: 775  >>>  || HITRATE@1 Avg: 0.0180 || HITRATE@5 Avg: 0.0555 || HITRATE@10 Avg: 0.0833 || NDCG@5 Avg: 0.0371 || NDCG@10 Avg: 0.0461
2023-09-22 16:24:16,303:	[Coach] >>> TEST  @Epoch: 775  >>> 
2023-09-22 16:24:18,004:	[Wall TIME] >>> ChiefCoach.train takes 1.700885 seconds ...
2023-09-22 16:24:18,067:	[Coach] >>> TRAIN @Epoch: 776  >>>  || LOSS Avg: 0.00624
2023-09-22 16:24:18,068:	[Coach] >>> VALID @Epoch: 776  >>> 
2023-09-22 16:24:18,068:	[Coach] >>> TEST  @Epoch: 776  >>> 
2023-09-22 16:24:19,634:	[Wall TIME] >>> ChiefCoach.train takes 1.566137 seconds ...
2023-09-22 16:24:19,800:	[Coach] >>> TRAIN @Epoch: 777  >>>  || LOSS Avg: 0.00619
2023-09-22 16:24:19,800:	[Coach] >>> VALID @Epoch: 777  >>> 
2023-09-22 16:24:19,800:	[Coach] >>> TEST  @Epoch: 777  >>> 
2023-09-22 16:24:21,414:	[Wall TIME] >>> ChiefCoach.train takes 1.613927 seconds ...
2023-09-22 16:24:21,536:	[Coach] >>> TRAIN @Epoch: 778  >>>  || LOSS Avg: 0.00615
2023-09-22 16:24:21,536:	[Coach] >>> VALID @Epoch: 778  >>> 
2023-09-22 16:24:21,536:	[Coach] >>> TEST  @Epoch: 778  >>> 
2023-09-22 16:24:23,290:	[Wall TIME] >>> ChiefCoach.train takes 1.753308 seconds ...
2023-09-22 16:24:23,356:	[Coach] >>> TRAIN @Epoch: 779  >>>  || LOSS Avg: 0.00611
2023-09-22 16:24:23,357:	[Coach] >>> VALID @Epoch: 779  >>> 
2023-09-22 16:24:23,357:	[Coach] >>> TEST  @Epoch: 779  >>> 
2023-09-22 16:24:25,298:	[Wall TIME] >>> ChiefCoach.train takes 1.940888 seconds ...
2023-09-22 16:24:26,404:	[Wall TIME] >>> ChiefCoach.valid takes 0.906720 seconds ...
2023-09-22 16:24:26,404:	[Coach] >>> TRAIN @Epoch: 780  >>>  || LOSS Avg: 0.00624
2023-09-22 16:24:26,405:	[Coach] >>> VALID @Epoch: 780  >>>  || HITRATE@1 Avg: 0.0183 || HITRATE@5 Avg: 0.0553 || HITRATE@10 Avg: 0.0837 || NDCG@5 Avg: 0.0371 || NDCG@10 Avg: 0.0463
2023-09-22 16:24:26,405:	[Coach] >>> TEST  @Epoch: 780  >>> 
2023-09-22 16:24:28,064:	[Wall TIME] >>> ChiefCoach.train takes 1.659219 seconds ...
2023-09-22 16:24:28,141:	[Coach] >>> TRAIN @Epoch: 781  >>>  || LOSS Avg: 0.00628
2023-09-22 16:24:28,141:	[Coach] >>> VALID @Epoch: 781  >>> 
2023-09-22 16:24:28,141:	[Coach] >>> TEST  @Epoch: 781  >>> 
2023-09-22 16:24:30,150:	[Wall TIME] >>> ChiefCoach.train takes 2.008572 seconds ...
2023-09-22 16:24:30,217:	[Coach] >>> TRAIN @Epoch: 782  >>>  || LOSS Avg: 0.00601
2023-09-22 16:24:30,217:	[Coach] >>> VALID @Epoch: 782  >>> 
2023-09-22 16:24:30,217:	[Coach] >>> TEST  @Epoch: 782  >>> 
2023-09-22 16:24:31,848:	[Wall TIME] >>> ChiefCoach.train takes 1.631129 seconds ...
2023-09-22 16:24:31,968:	[Coach] >>> TRAIN @Epoch: 783  >>>  || LOSS Avg: 0.00626
2023-09-22 16:24:31,969:	[Coach] >>> VALID @Epoch: 783  >>> 
2023-09-22 16:24:31,969:	[Coach] >>> TEST  @Epoch: 783  >>> 
2023-09-22 16:24:33,689:	[Wall TIME] >>> ChiefCoach.train takes 1.719826 seconds ...
2023-09-22 16:24:33,756:	[Coach] >>> TRAIN @Epoch: 784  >>>  || LOSS Avg: 0.00619
2023-09-22 16:24:33,756:	[Coach] >>> VALID @Epoch: 784  >>> 
2023-09-22 16:24:33,756:	[Coach] >>> TEST  @Epoch: 784  >>> 
2023-09-22 16:24:35,450:	[Wall TIME] >>> ChiefCoach.train takes 1.694266 seconds ...
2023-09-22 16:24:36,448:	[Wall TIME] >>> ChiefCoach.valid takes 0.929306 seconds ...
2023-09-22 16:24:36,448:	[Coach] >>> TRAIN @Epoch: 785  >>>  || LOSS Avg: 0.00616
2023-09-22 16:24:36,448:	[Coach] >>> VALID @Epoch: 785  >>>  || HITRATE@1 Avg: 0.0183 || HITRATE@5 Avg: 0.0555 || HITRATE@10 Avg: 0.0831 || NDCG@5 Avg: 0.0373 || NDCG@10 Avg: 0.0461
2023-09-22 16:24:36,448:	[Coach] >>> TEST  @Epoch: 785  >>> 
2023-09-22 16:24:38,147:	[Wall TIME] >>> ChiefCoach.train takes 1.698402 seconds ...
2023-09-22 16:24:38,407:	[Coach] >>> TRAIN @Epoch: 786  >>>  || LOSS Avg: 0.00628
2023-09-22 16:24:38,407:	[Coach] >>> VALID @Epoch: 786  >>> 
2023-09-22 16:24:38,407:	[Coach] >>> TEST  @Epoch: 786  >>> 
2023-09-22 16:24:40,212:	[Wall TIME] >>> ChiefCoach.train takes 1.804039 seconds ...
2023-09-22 16:24:40,281:	[Coach] >>> TRAIN @Epoch: 787  >>>  || LOSS Avg: 0.00605
2023-09-22 16:24:40,281:	[Coach] >>> VALID @Epoch: 787  >>> 
2023-09-22 16:24:40,281:	[Coach] >>> TEST  @Epoch: 787  >>> 
2023-09-22 16:24:42,041:	[Wall TIME] >>> ChiefCoach.train takes 1.759223 seconds ...
2023-09-22 16:24:42,119:	[Coach] >>> TRAIN @Epoch: 788  >>>  || LOSS Avg: 0.00616
2023-09-22 16:24:42,119:	[Coach] >>> VALID @Epoch: 788  >>> 
2023-09-22 16:24:42,119:	[Coach] >>> TEST  @Epoch: 788  >>> 
2023-09-22 16:24:43,959:	[Wall TIME] >>> ChiefCoach.train takes 1.839330 seconds ...
2023-09-22 16:24:44,129:	[Coach] >>> TRAIN @Epoch: 789  >>>  || LOSS Avg: 0.00612
2023-09-22 16:24:44,129:	[Coach] >>> VALID @Epoch: 789  >>> 
2023-09-22 16:24:44,129:	[Coach] >>> TEST  @Epoch: 789  >>> 
2023-09-22 16:24:45,893:	[Wall TIME] >>> ChiefCoach.train takes 1.764243 seconds ...
2023-09-22 16:24:47,042:	[Wall TIME] >>> ChiefCoach.valid takes 1.021380 seconds ...
2023-09-22 16:24:47,042:	[Coach] >>> Better ***NDCG@10*** of ***0.0466*** 
2023-09-22 16:24:47,065:	[Coach] >>> TRAIN @Epoch: 790  >>>  || LOSS Avg: 0.00605
2023-09-22 16:24:47,065:	[Coach] >>> VALID @Epoch: 790  >>>  || HITRATE@1 Avg: 0.0187 || HITRATE@5 Avg: 0.0558 || HITRATE@10 Avg: 0.0840 || NDCG@5 Avg: 0.0376 || NDCG@10 Avg: 0.0466
2023-09-22 16:24:47,065:	[Coach] >>> TEST  @Epoch: 790  >>> 
2023-09-22 16:24:48,773:	[Wall TIME] >>> ChiefCoach.train takes 1.707137 seconds ...
2023-09-22 16:24:48,841:	[Coach] >>> TRAIN @Epoch: 791  >>>  || LOSS Avg: 0.00610
2023-09-22 16:24:48,841:	[Coach] >>> VALID @Epoch: 791  >>> 
2023-09-22 16:24:48,841:	[Coach] >>> TEST  @Epoch: 791  >>> 
2023-09-22 16:24:50,479:	[Wall TIME] >>> ChiefCoach.train takes 1.637848 seconds ...
2023-09-22 16:24:50,653:	[Coach] >>> TRAIN @Epoch: 792  >>>  || LOSS Avg: 0.00608
2023-09-22 16:24:50,654:	[Coach] >>> VALID @Epoch: 792  >>> 
2023-09-22 16:24:50,655:	[Coach] >>> TEST  @Epoch: 792  >>> 
2023-09-22 16:24:52,583:	[Wall TIME] >>> ChiefCoach.train takes 1.927245 seconds ...
2023-09-22 16:24:52,653:	[Coach] >>> TRAIN @Epoch: 793  >>>  || LOSS Avg: 0.00599
2023-09-22 16:24:52,654:	[Coach] >>> VALID @Epoch: 793  >>> 
2023-09-22 16:24:52,654:	[Coach] >>> TEST  @Epoch: 793  >>> 
2023-09-22 16:24:54,306:	[Wall TIME] >>> ChiefCoach.train takes 1.652171 seconds ...
2023-09-22 16:24:54,369:	[Coach] >>> TRAIN @Epoch: 794  >>>  || LOSS Avg: 0.00610
2023-09-22 16:24:54,369:	[Coach] >>> VALID @Epoch: 794  >>> 
2023-09-22 16:24:54,369:	[Coach] >>> TEST  @Epoch: 794  >>> 
2023-09-22 16:24:55,955:	[Wall TIME] >>> ChiefCoach.train takes 1.585295 seconds ...
2023-09-22 16:24:57,192:	[Wall TIME] >>> ChiefCoach.valid takes 0.906007 seconds ...
2023-09-22 16:24:57,192:	[Coach] >>> Better ***NDCG@10*** of ***0.0466*** 
2023-09-22 16:24:57,217:	[Coach] >>> TRAIN @Epoch: 795  >>>  || LOSS Avg: 0.00611
2023-09-22 16:24:57,218:	[Coach] >>> VALID @Epoch: 795  >>>  || HITRATE@1 Avg: 0.0186 || HITRATE@5 Avg: 0.0563 || HITRATE@10 Avg: 0.0840 || NDCG@5 Avg: 0.0377 || NDCG@10 Avg: 0.0466
2023-09-22 16:24:57,218:	[Coach] >>> TEST  @Epoch: 795  >>> 
2023-09-22 16:24:58,881:	[Wall TIME] >>> ChiefCoach.train takes 1.663413 seconds ...
2023-09-22 16:24:58,976:	[Coach] >>> TRAIN @Epoch: 796  >>>  || LOSS Avg: 0.00607
2023-09-22 16:24:58,977:	[Coach] >>> VALID @Epoch: 796  >>> 
2023-09-22 16:24:58,977:	[Coach] >>> TEST  @Epoch: 796  >>> 
2023-09-22 16:25:00,785:	[Wall TIME] >>> ChiefCoach.train takes 1.808372 seconds ...
2023-09-22 16:25:00,853:	[Coach] >>> TRAIN @Epoch: 797  >>>  || LOSS Avg: 0.00609
2023-09-22 16:25:00,854:	[Coach] >>> VALID @Epoch: 797  >>> 
2023-09-22 16:25:00,854:	[Coach] >>> TEST  @Epoch: 797  >>> 
2023-09-22 16:25:02,403:	[Wall TIME] >>> ChiefCoach.train takes 1.549064 seconds ...
2023-09-22 16:25:02,667:	[Coach] >>> TRAIN @Epoch: 798  >>>  || LOSS Avg: 0.00600
2023-09-22 16:25:02,667:	[Coach] >>> VALID @Epoch: 798  >>> 
2023-09-22 16:25:02,667:	[Coach] >>> TEST  @Epoch: 798  >>> 
2023-09-22 16:25:04,543:	[Wall TIME] >>> ChiefCoach.train takes 1.875106 seconds ...
2023-09-22 16:25:04,610:	[Coach] >>> TRAIN @Epoch: 799  >>>  || LOSS Avg: 0.00603
2023-09-22 16:25:04,610:	[Coach] >>> VALID @Epoch: 799  >>> 
2023-09-22 16:25:04,610:	[Coach] >>> TEST  @Epoch: 799  >>> 
2023-09-22 16:25:06,181:	[Wall TIME] >>> ChiefCoach.train takes 1.570995 seconds ...
2023-09-22 16:25:07,445:	[Wall TIME] >>> ChiefCoach.valid takes 0.933677 seconds ...
2023-09-22 16:25:07,445:	[Coach] >>> TRAIN @Epoch: 800  >>>  || LOSS Avg: 0.00592
2023-09-22 16:25:07,445:	[Coach] >>> VALID @Epoch: 800  >>>  || HITRATE@1 Avg: 0.0185 || HITRATE@5 Avg: 0.0559 || HITRATE@10 Avg: 0.0837 || NDCG@5 Avg: 0.0375 || NDCG@10 Avg: 0.0465
2023-09-22 16:25:07,445:	[Coach] >>> TEST  @Epoch: 800  >>> 
2023-09-22 16:25:09,084:	[Wall TIME] >>> ChiefCoach.train takes 1.638846 seconds ...
2023-09-22 16:25:09,151:	[Coach] >>> TRAIN @Epoch: 801  >>>  || LOSS Avg: 0.00605
2023-09-22 16:25:09,152:	[Coach] >>> VALID @Epoch: 801  >>> 
2023-09-22 16:25:09,152:	[Coach] >>> TEST  @Epoch: 801  >>> 
2023-09-22 16:25:11,083:	[Wall TIME] >>> ChiefCoach.train takes 1.931141 seconds ...
2023-09-22 16:25:11,149:	[Coach] >>> TRAIN @Epoch: 802  >>>  || LOSS Avg: 0.00610
2023-09-22 16:25:11,149:	[Coach] >>> VALID @Epoch: 802  >>> 
2023-09-22 16:25:11,149:	[Coach] >>> TEST  @Epoch: 802  >>> 
2023-09-22 16:25:12,925:	[Wall TIME] >>> ChiefCoach.train takes 1.775263 seconds ...
2023-09-22 16:25:13,292:	[Coach] >>> TRAIN @Epoch: 803  >>>  || LOSS Avg: 0.00613
2023-09-22 16:25:13,292:	[Coach] >>> VALID @Epoch: 803  >>> 
2023-09-22 16:25:13,292:	[Coach] >>> TEST  @Epoch: 803  >>> 
2023-09-22 16:25:15,374:	[Wall TIME] >>> ChiefCoach.train takes 2.082143 seconds ...
2023-09-22 16:25:15,445:	[Coach] >>> TRAIN @Epoch: 804  >>>  || LOSS Avg: 0.00613
2023-09-22 16:25:15,445:	[Coach] >>> VALID @Epoch: 804  >>> 
2023-09-22 16:25:15,445:	[Coach] >>> TEST  @Epoch: 804  >>> 
2023-09-22 16:25:17,082:	[Wall TIME] >>> ChiefCoach.train takes 1.637397 seconds ...
2023-09-22 16:25:18,224:	[Wall TIME] >>> ChiefCoach.valid takes 0.962134 seconds ...
2023-09-22 16:25:18,225:	[Coach] >>> Better ***NDCG@10*** of ***0.0467*** 
2023-09-22 16:25:18,246:	[Coach] >>> TRAIN @Epoch: 805  >>>  || LOSS Avg: 0.00617
2023-09-22 16:25:18,246:	[Coach] >>> VALID @Epoch: 805  >>>  || HITRATE@1 Avg: 0.0186 || HITRATE@5 Avg: 0.0564 || HITRATE@10 Avg: 0.0841 || NDCG@5 Avg: 0.0377 || NDCG@10 Avg: 0.0467
2023-09-22 16:25:18,246:	[Coach] >>> TEST  @Epoch: 805  >>> 
2023-09-22 16:25:19,930:	[Wall TIME] >>> ChiefCoach.train takes 1.683629 seconds ...
2023-09-22 16:25:20,262:	[Coach] >>> TRAIN @Epoch: 806  >>>  || LOSS Avg: 0.00598
2023-09-22 16:25:20,262:	[Coach] >>> VALID @Epoch: 806  >>> 
2023-09-22 16:25:20,262:	[Coach] >>> TEST  @Epoch: 806  >>> 
2023-09-22 16:25:22,086:	[Wall TIME] >>> ChiefCoach.train takes 1.823654 seconds ...
2023-09-22 16:25:22,149:	[Coach] >>> TRAIN @Epoch: 807  >>>  || LOSS Avg: 0.00620
2023-09-22 16:25:22,149:	[Coach] >>> VALID @Epoch: 807  >>> 
2023-09-22 16:25:22,149:	[Coach] >>> TEST  @Epoch: 807  >>> 
2023-09-22 16:25:23,916:	[Wall TIME] >>> ChiefCoach.train takes 1.766158 seconds ...
2023-09-22 16:25:23,981:	[Coach] >>> TRAIN @Epoch: 808  >>>  || LOSS Avg: 0.00615
2023-09-22 16:25:23,981:	[Coach] >>> VALID @Epoch: 808  >>> 
2023-09-22 16:25:23,981:	[Coach] >>> TEST  @Epoch: 808  >>> 
2023-09-22 16:25:25,834:	[Wall TIME] >>> ChiefCoach.train takes 1.853011 seconds ...
2023-09-22 16:25:25,899:	[Coach] >>> TRAIN @Epoch: 809  >>>  || LOSS Avg: 0.00612
2023-09-22 16:25:25,899:	[Coach] >>> VALID @Epoch: 809  >>> 
2023-09-22 16:25:25,899:	[Coach] >>> TEST  @Epoch: 809  >>> 
2023-09-22 16:25:27,463:	[Wall TIME] >>> ChiefCoach.train takes 1.563989 seconds ...
2023-09-22 16:25:28,532:	[Wall TIME] >>> ChiefCoach.valid takes 0.984351 seconds ...
2023-09-22 16:25:28,532:	[Coach] >>> Better ***NDCG@10*** of ***0.0468*** 
2023-09-22 16:25:28,555:	[Coach] >>> TRAIN @Epoch: 810  >>>  || LOSS Avg: 0.00622
2023-09-22 16:25:28,555:	[Coach] >>> VALID @Epoch: 810  >>>  || HITRATE@1 Avg: 0.0189 || HITRATE@5 Avg: 0.0566 || HITRATE@10 Avg: 0.0841 || NDCG@5 Avg: 0.0380 || NDCG@10 Avg: 0.0468
2023-09-22 16:25:28,555:	[Coach] >>> TEST  @Epoch: 810  >>> 
2023-09-22 16:25:30,368:	[Wall TIME] >>> ChiefCoach.train takes 1.813343 seconds ...
2023-09-22 16:25:30,450:	[Coach] >>> TRAIN @Epoch: 811  >>>  || LOSS Avg: 0.00607
2023-09-22 16:25:30,450:	[Coach] >>> VALID @Epoch: 811  >>> 
2023-09-22 16:25:30,450:	[Coach] >>> TEST  @Epoch: 811  >>> 
2023-09-22 16:25:32,089:	[Wall TIME] >>> ChiefCoach.train takes 1.638317 seconds ...
2023-09-22 16:25:32,262:	[Coach] >>> TRAIN @Epoch: 812  >>>  || LOSS Avg: 0.00616
2023-09-22 16:25:32,262:	[Coach] >>> VALID @Epoch: 812  >>> 
2023-09-22 16:25:32,262:	[Coach] >>> TEST  @Epoch: 812  >>> 
2023-09-22 16:25:33,945:	[Wall TIME] >>> ChiefCoach.train takes 1.682633 seconds ...
2023-09-22 16:25:34,159:	[Coach] >>> TRAIN @Epoch: 813  >>>  || LOSS Avg: 0.00606
2023-09-22 16:25:34,160:	[Coach] >>> VALID @Epoch: 813  >>> 
2023-09-22 16:25:34,160:	[Coach] >>> TEST  @Epoch: 813  >>> 
2023-09-22 16:25:35,788:	[Wall TIME] >>> ChiefCoach.train takes 1.627910 seconds ...
2023-09-22 16:25:35,859:	[Coach] >>> TRAIN @Epoch: 814  >>>  || LOSS Avg: 0.00597
2023-09-22 16:25:35,859:	[Coach] >>> VALID @Epoch: 814  >>> 
2023-09-22 16:25:35,859:	[Coach] >>> TEST  @Epoch: 814  >>> 
2023-09-22 16:25:37,584:	[Wall TIME] >>> ChiefCoach.train takes 1.725077 seconds ...
2023-09-22 16:25:38,659:	[Wall TIME] >>> ChiefCoach.valid takes 0.956915 seconds ...
2023-09-22 16:25:38,659:	[Coach] >>> Better ***NDCG@10*** of ***0.0470*** 
2023-09-22 16:25:38,679:	[Coach] >>> TRAIN @Epoch: 815  >>>  || LOSS Avg: 0.00599
2023-09-22 16:25:38,679:	[Coach] >>> VALID @Epoch: 815  >>>  || HITRATE@1 Avg: 0.0188 || HITRATE@5 Avg: 0.0571 || HITRATE@10 Avg: 0.0849 || NDCG@5 Avg: 0.0381 || NDCG@10 Avg: 0.0470
2023-09-22 16:25:38,679:	[Coach] >>> TEST  @Epoch: 815  >>> 
2023-09-22 16:25:40,384:	[Wall TIME] >>> ChiefCoach.train takes 1.705538 seconds ...
2023-09-22 16:25:40,450:	[Coach] >>> TRAIN @Epoch: 816  >>>  || LOSS Avg: 0.00593
2023-09-22 16:25:40,450:	[Coach] >>> VALID @Epoch: 816  >>> 
2023-09-22 16:25:40,451:	[Coach] >>> TEST  @Epoch: 816  >>> 
2023-09-22 16:25:41,914:	[Wall TIME] >>> ChiefCoach.train takes 1.462929 seconds ...
2023-09-22 16:25:41,982:	[Coach] >>> TRAIN @Epoch: 817  >>>  || LOSS Avg: 0.00605
2023-09-22 16:25:41,982:	[Coach] >>> VALID @Epoch: 817  >>> 
2023-09-22 16:25:41,983:	[Coach] >>> TEST  @Epoch: 817  >>> 
2023-09-22 16:25:43,720:	[Wall TIME] >>> ChiefCoach.train takes 1.737383 seconds ...
2023-09-22 16:25:44,079:	[Coach] >>> TRAIN @Epoch: 818  >>>  || LOSS Avg: 0.00606
2023-09-22 16:25:44,080:	[Coach] >>> VALID @Epoch: 818  >>> 
2023-09-22 16:25:44,080:	[Coach] >>> TEST  @Epoch: 818  >>> 
2023-09-22 16:25:45,726:	[Wall TIME] >>> ChiefCoach.train takes 1.646134 seconds ...
2023-09-22 16:25:45,797:	[Coach] >>> TRAIN @Epoch: 819  >>>  || LOSS Avg: 0.00610
2023-09-22 16:25:45,797:	[Coach] >>> VALID @Epoch: 819  >>> 
2023-09-22 16:25:45,797:	[Coach] >>> TEST  @Epoch: 819  >>> 
2023-09-22 16:25:47,369:	[Wall TIME] >>> ChiefCoach.train takes 1.571890 seconds ...
2023-09-22 16:25:48,432:	[Wall TIME] >>> ChiefCoach.valid takes 0.943411 seconds ...
2023-09-22 16:25:48,432:	[Coach] >>> TRAIN @Epoch: 820  >>>  || LOSS Avg: 0.00609
2023-09-22 16:25:48,432:	[Coach] >>> VALID @Epoch: 820  >>>  || HITRATE@1 Avg: 0.0187 || HITRATE@5 Avg: 0.0569 || HITRATE@10 Avg: 0.0844 || NDCG@5 Avg: 0.0379 || NDCG@10 Avg: 0.0468
2023-09-22 16:25:48,432:	[Coach] >>> TEST  @Epoch: 820  >>> 
2023-09-22 16:25:49,998:	[Wall TIME] >>> ChiefCoach.train takes 1.565144 seconds ...
2023-09-22 16:25:50,167:	[Coach] >>> TRAIN @Epoch: 821  >>>  || LOSS Avg: 0.00621
2023-09-22 16:25:50,167:	[Coach] >>> VALID @Epoch: 821  >>> 
2023-09-22 16:25:50,167:	[Coach] >>> TEST  @Epoch: 821  >>> 
2023-09-22 16:25:52,057:	[Wall TIME] >>> ChiefCoach.train takes 1.890415 seconds ...
2023-09-22 16:25:52,129:	[Coach] >>> TRAIN @Epoch: 822  >>>  || LOSS Avg: 0.00618
2023-09-22 16:25:52,129:	[Coach] >>> VALID @Epoch: 822  >>> 
2023-09-22 16:25:52,130:	[Coach] >>> TEST  @Epoch: 822  >>> 
2023-09-22 16:25:54,023:	[Wall TIME] >>> ChiefCoach.train takes 1.893128 seconds ...
2023-09-22 16:25:54,097:	[Coach] >>> TRAIN @Epoch: 823  >>>  || LOSS Avg: 0.00598
2023-09-22 16:25:54,097:	[Coach] >>> VALID @Epoch: 823  >>> 
2023-09-22 16:25:54,097:	[Coach] >>> TEST  @Epoch: 823  >>> 
2023-09-22 16:25:55,947:	[Wall TIME] >>> ChiefCoach.train takes 1.849288 seconds ...
2023-09-22 16:25:56,009:	[Coach] >>> TRAIN @Epoch: 824  >>>  || LOSS Avg: 0.00604
2023-09-22 16:25:56,009:	[Coach] >>> VALID @Epoch: 824  >>> 
2023-09-22 16:25:56,009:	[Coach] >>> TEST  @Epoch: 824  >>> 
2023-09-22 16:25:57,814:	[Wall TIME] >>> ChiefCoach.train takes 1.804377 seconds ...
2023-09-22 16:25:58,818:	[Wall TIME] >>> ChiefCoach.valid takes 0.921805 seconds ...
2023-09-22 16:25:58,818:	[Coach] >>> Better ***NDCG@10*** of ***0.0471*** 
2023-09-22 16:25:58,848:	[Coach] >>> TRAIN @Epoch: 825  >>>  || LOSS Avg: 0.00613
2023-09-22 16:25:58,848:	[Coach] >>> VALID @Epoch: 825  >>>  || HITRATE@1 Avg: 0.0191 || HITRATE@5 Avg: 0.0570 || HITRATE@10 Avg: 0.0843 || NDCG@5 Avg: 0.0383 || NDCG@10 Avg: 0.0471
2023-09-22 16:25:58,848:	[Coach] >>> TEST  @Epoch: 825  >>> 
2023-09-22 16:26:00,655:	[Wall TIME] >>> ChiefCoach.train takes 1.806780 seconds ...
2023-09-22 16:26:00,738:	[Coach] >>> TRAIN @Epoch: 826  >>>  || LOSS Avg: 0.00601
2023-09-22 16:26:00,738:	[Coach] >>> VALID @Epoch: 826  >>> 
2023-09-22 16:26:00,738:	[Coach] >>> TEST  @Epoch: 826  >>> 
2023-09-22 16:26:02,536:	[Wall TIME] >>> ChiefCoach.train takes 1.796987 seconds ...
2023-09-22 16:26:02,604:	[Coach] >>> TRAIN @Epoch: 827  >>>  || LOSS Avg: 0.00601
2023-09-22 16:26:02,605:	[Coach] >>> VALID @Epoch: 827  >>> 
2023-09-22 16:26:02,605:	[Coach] >>> TEST  @Epoch: 827  >>> 
2023-09-22 16:26:04,490:	[Wall TIME] >>> ChiefCoach.train takes 1.885614 seconds ...
2023-09-22 16:26:04,553:	[Coach] >>> TRAIN @Epoch: 828  >>>  || LOSS Avg: 0.00611
2023-09-22 16:26:04,553:	[Coach] >>> VALID @Epoch: 828  >>> 
2023-09-22 16:26:04,553:	[Coach] >>> TEST  @Epoch: 828  >>> 
2023-09-22 16:26:06,348:	[Wall TIME] >>> ChiefCoach.train takes 1.794348 seconds ...
2023-09-22 16:26:06,411:	[Coach] >>> TRAIN @Epoch: 829  >>>  || LOSS Avg: 0.00589
2023-09-22 16:26:06,411:	[Coach] >>> VALID @Epoch: 829  >>> 
2023-09-22 16:26:06,412:	[Coach] >>> TEST  @Epoch: 829  >>> 
2023-09-22 16:26:08,179:	[Wall TIME] >>> ChiefCoach.train takes 1.767125 seconds ...
2023-09-22 16:26:09,201:	[Wall TIME] >>> ChiefCoach.valid takes 0.957976 seconds ...
2023-09-22 16:26:09,202:	[Coach] >>> Better ***NDCG@10*** of ***0.0475*** 
2023-09-22 16:26:09,222:	[Coach] >>> TRAIN @Epoch: 830  >>>  || LOSS Avg: 0.00603
2023-09-22 16:26:09,222:	[Coach] >>> VALID @Epoch: 830  >>>  || HITRATE@1 Avg: 0.0196 || HITRATE@5 Avg: 0.0572 || HITRATE@10 Avg: 0.0850 || NDCG@5 Avg: 0.0386 || NDCG@10 Avg: 0.0475
2023-09-22 16:26:09,223:	[Coach] >>> TEST  @Epoch: 830  >>> 
2023-09-22 16:26:11,338:	[Wall TIME] >>> ChiefCoach.train takes 2.115569 seconds ...
2023-09-22 16:26:11,583:	[Coach] >>> TRAIN @Epoch: 831  >>>  || LOSS Avg: 0.00604
2023-09-22 16:26:11,584:	[Coach] >>> VALID @Epoch: 831  >>> 
2023-09-22 16:26:11,584:	[Coach] >>> TEST  @Epoch: 831  >>> 
2023-09-22 16:26:13,305:	[Wall TIME] >>> ChiefCoach.train takes 1.721708 seconds ...
2023-09-22 16:26:13,493:	[Coach] >>> TRAIN @Epoch: 832  >>>  || LOSS Avg: 0.00596
2023-09-22 16:26:13,494:	[Coach] >>> VALID @Epoch: 832  >>> 
2023-09-22 16:26:13,494:	[Coach] >>> TEST  @Epoch: 832  >>> 
2023-09-22 16:26:15,107:	[Wall TIME] >>> ChiefCoach.train takes 1.612987 seconds ...
2023-09-22 16:26:15,235:	[Coach] >>> TRAIN @Epoch: 833  >>>  || LOSS Avg: 0.00602
2023-09-22 16:26:15,237:	[Coach] >>> VALID @Epoch: 833  >>> 
2023-09-22 16:26:15,237:	[Coach] >>> TEST  @Epoch: 833  >>> 
2023-09-22 16:26:17,126:	[Wall TIME] >>> ChiefCoach.train takes 1.888998 seconds ...
2023-09-22 16:26:17,439:	[Coach] >>> TRAIN @Epoch: 834  >>>  || LOSS Avg: 0.00606
2023-09-22 16:26:17,440:	[Coach] >>> VALID @Epoch: 834  >>> 
2023-09-22 16:26:17,440:	[Coach] >>> TEST  @Epoch: 834  >>> 
2023-09-22 16:26:19,317:	[Wall TIME] >>> ChiefCoach.train takes 1.877401 seconds ...
2023-09-22 16:26:20,301:	[Wall TIME] >>> ChiefCoach.valid takes 0.913844 seconds ...
2023-09-22 16:26:20,302:	[Coach] >>> TRAIN @Epoch: 835  >>>  || LOSS Avg: 0.00592
2023-09-22 16:26:20,302:	[Coach] >>> VALID @Epoch: 835  >>>  || HITRATE@1 Avg: 0.0195 || HITRATE@5 Avg: 0.0569 || HITRATE@10 Avg: 0.0843 || NDCG@5 Avg: 0.0383 || NDCG@10 Avg: 0.0472
2023-09-22 16:26:20,302:	[Coach] >>> TEST  @Epoch: 835  >>> 
2023-09-22 16:26:22,044:	[Wall TIME] >>> ChiefCoach.train takes 1.741588 seconds ...
2023-09-22 16:26:22,187:	[Coach] >>> TRAIN @Epoch: 836  >>>  || LOSS Avg: 0.00608
2023-09-22 16:26:22,187:	[Coach] >>> VALID @Epoch: 836  >>> 
2023-09-22 16:26:22,187:	[Coach] >>> TEST  @Epoch: 836  >>> 
2023-09-22 16:26:23,896:	[Wall TIME] >>> ChiefCoach.train takes 1.707993 seconds ...
2023-09-22 16:26:23,963:	[Coach] >>> TRAIN @Epoch: 837  >>>  || LOSS Avg: 0.00602
2023-09-22 16:26:23,963:	[Coach] >>> VALID @Epoch: 837  >>> 
2023-09-22 16:26:23,963:	[Coach] >>> TEST  @Epoch: 837  >>> 
2023-09-22 16:26:25,640:	[Wall TIME] >>> ChiefCoach.train takes 1.677415 seconds ...
2023-09-22 16:26:25,706:	[Coach] >>> TRAIN @Epoch: 838  >>>  || LOSS Avg: 0.00599
2023-09-22 16:26:25,706:	[Coach] >>> VALID @Epoch: 838  >>> 
2023-09-22 16:26:25,706:	[Coach] >>> TEST  @Epoch: 838  >>> 
2023-09-22 16:26:27,310:	[Wall TIME] >>> ChiefCoach.train takes 1.603520 seconds ...
2023-09-22 16:26:27,378:	[Coach] >>> TRAIN @Epoch: 839  >>>  || LOSS Avg: 0.00608
2023-09-22 16:26:27,378:	[Coach] >>> VALID @Epoch: 839  >>> 
2023-09-22 16:26:27,379:	[Coach] >>> TEST  @Epoch: 839  >>> 
2023-09-22 16:26:29,226:	[Wall TIME] >>> ChiefCoach.train takes 1.847317 seconds ...
2023-09-22 16:26:30,256:	[Wall TIME] >>> ChiefCoach.valid takes 0.959586 seconds ...
2023-09-22 16:26:30,257:	[Coach] >>> TRAIN @Epoch: 840  >>>  || LOSS Avg: 0.00593
2023-09-22 16:26:30,257:	[Coach] >>> VALID @Epoch: 840  >>>  || HITRATE@1 Avg: 0.0194 || HITRATE@5 Avg: 0.0564 || HITRATE@10 Avg: 0.0836 || NDCG@5 Avg: 0.0381 || NDCG@10 Avg: 0.0468
2023-09-22 16:26:30,257:	[Coach] >>> TEST  @Epoch: 840  >>> 
2023-09-22 16:26:31,845:	[Wall TIME] >>> ChiefCoach.train takes 1.587606 seconds ...
2023-09-22 16:26:32,032:	[Coach] >>> TRAIN @Epoch: 841  >>>  || LOSS Avg: 0.00603
2023-09-22 16:26:32,032:	[Coach] >>> VALID @Epoch: 841  >>> 
2023-09-22 16:26:32,032:	[Coach] >>> TEST  @Epoch: 841  >>> 
2023-09-22 16:26:33,699:	[Wall TIME] >>> ChiefCoach.train takes 1.667490 seconds ...
2023-09-22 16:26:33,765:	[Coach] >>> TRAIN @Epoch: 842  >>>  || LOSS Avg: 0.00599
2023-09-22 16:26:33,766:	[Coach] >>> VALID @Epoch: 842  >>> 
2023-09-22 16:26:33,766:	[Coach] >>> TEST  @Epoch: 842  >>> 
2023-09-22 16:26:35,296:	[Wall TIME] >>> ChiefCoach.train takes 1.530083 seconds ...
2023-09-22 16:26:35,364:	[Coach] >>> TRAIN @Epoch: 843  >>>  || LOSS Avg: 0.00596
2023-09-22 16:26:35,364:	[Coach] >>> VALID @Epoch: 843  >>> 
2023-09-22 16:26:35,364:	[Coach] >>> TEST  @Epoch: 843  >>> 
2023-09-22 16:26:36,860:	[Wall TIME] >>> ChiefCoach.train takes 1.495769 seconds ...
2023-09-22 16:26:36,923:	[Coach] >>> TRAIN @Epoch: 844  >>>  || LOSS Avg: 0.00598
2023-09-22 16:26:36,923:	[Coach] >>> VALID @Epoch: 844  >>> 
2023-09-22 16:26:36,923:	[Coach] >>> TEST  @Epoch: 844  >>> 
2023-09-22 16:26:38,533:	[Wall TIME] >>> ChiefCoach.train takes 1.609776 seconds ...
2023-09-22 16:26:39,944:	[Wall TIME] >>> ChiefCoach.valid takes 1.073811 seconds ...
2023-09-22 16:26:39,945:	[Coach] >>> TRAIN @Epoch: 845  >>>  || LOSS Avg: 0.00591
2023-09-22 16:26:39,945:	[Coach] >>> VALID @Epoch: 845  >>>  || HITRATE@1 Avg: 0.0192 || HITRATE@5 Avg: 0.0562 || HITRATE@10 Avg: 0.0835 || NDCG@5 Avg: 0.0380 || NDCG@10 Avg: 0.0467
2023-09-22 16:26:39,945:	[Coach] >>> TEST  @Epoch: 845  >>> 
2023-09-22 16:26:41,517:	[Wall TIME] >>> ChiefCoach.train takes 1.571809 seconds ...
2023-09-22 16:26:41,584:	[Coach] >>> TRAIN @Epoch: 846  >>>  || LOSS Avg: 0.00589
2023-09-22 16:26:41,585:	[Coach] >>> VALID @Epoch: 846  >>> 
2023-09-22 16:26:41,585:	[Coach] >>> TEST  @Epoch: 846  >>> 
2023-09-22 16:26:43,397:	[Wall TIME] >>> ChiefCoach.train takes 1.811977 seconds ...
2023-09-22 16:26:43,467:	[Coach] >>> TRAIN @Epoch: 847  >>>  || LOSS Avg: 0.00604
2023-09-22 16:26:43,467:	[Coach] >>> VALID @Epoch: 847  >>> 
2023-09-22 16:26:43,467:	[Coach] >>> TEST  @Epoch: 847  >>> 
2023-09-22 16:26:45,091:	[Wall TIME] >>> ChiefCoach.train takes 1.624375 seconds ...
2023-09-22 16:26:45,268:	[Coach] >>> TRAIN @Epoch: 848  >>>  || LOSS Avg: 0.00580
2023-09-22 16:26:45,268:	[Coach] >>> VALID @Epoch: 848  >>> 
2023-09-22 16:26:45,268:	[Coach] >>> TEST  @Epoch: 848  >>> 
2023-09-22 16:26:47,032:	[Wall TIME] >>> ChiefCoach.train takes 1.763686 seconds ...
2023-09-22 16:26:47,096:	[Coach] >>> TRAIN @Epoch: 849  >>>  || LOSS Avg: 0.00601
2023-09-22 16:26:47,096:	[Coach] >>> VALID @Epoch: 849  >>> 
2023-09-22 16:26:47,096:	[Coach] >>> TEST  @Epoch: 849  >>> 
2023-09-22 16:26:48,657:	[Wall TIME] >>> ChiefCoach.train takes 1.561000 seconds ...
2023-09-22 16:26:49,641:	[Wall TIME] >>> ChiefCoach.valid takes 0.912457 seconds ...
2023-09-22 16:26:49,642:	[Coach] >>> TRAIN @Epoch: 850  >>>  || LOSS Avg: 0.00597
2023-09-22 16:26:49,642:	[Coach] >>> VALID @Epoch: 850  >>>  || HITRATE@1 Avg: 0.0192 || HITRATE@5 Avg: 0.0558 || HITRATE@10 Avg: 0.0847 || NDCG@5 Avg: 0.0377 || NDCG@10 Avg: 0.0469
2023-09-22 16:26:49,642:	[Coach] >>> TEST  @Epoch: 850  >>> 
2023-09-22 16:26:51,208:	[Wall TIME] >>> ChiefCoach.train takes 1.565684 seconds ...
2023-09-22 16:26:51,390:	[Coach] >>> TRAIN @Epoch: 851  >>>  || LOSS Avg: 0.00587
2023-09-22 16:26:51,390:	[Coach] >>> VALID @Epoch: 851  >>> 
2023-09-22 16:26:51,390:	[Coach] >>> TEST  @Epoch: 851  >>> 
2023-09-22 16:26:53,007:	[Wall TIME] >>> ChiefCoach.train takes 1.617086 seconds ...
2023-09-22 16:26:53,131:	[Coach] >>> TRAIN @Epoch: 852  >>>  || LOSS Avg: 0.00587
2023-09-22 16:26:53,132:	[Coach] >>> VALID @Epoch: 852  >>> 
2023-09-22 16:26:53,132:	[Coach] >>> TEST  @Epoch: 852  >>> 
2023-09-22 16:26:54,732:	[Wall TIME] >>> ChiefCoach.train takes 1.600348 seconds ...
2023-09-22 16:26:54,932:	[Coach] >>> TRAIN @Epoch: 853  >>>  || LOSS Avg: 0.00610
2023-09-22 16:26:54,932:	[Coach] >>> VALID @Epoch: 853  >>> 
2023-09-22 16:26:54,932:	[Coach] >>> TEST  @Epoch: 853  >>> 
2023-09-22 16:26:56,572:	[Wall TIME] >>> ChiefCoach.train takes 1.639821 seconds ...
2023-09-22 16:26:56,650:	[Coach] >>> TRAIN @Epoch: 854  >>>  || LOSS Avg: 0.00613
2023-09-22 16:26:56,651:	[Coach] >>> VALID @Epoch: 854  >>> 
2023-09-22 16:26:56,651:	[Coach] >>> TEST  @Epoch: 854  >>> 
2023-09-22 16:26:58,447:	[Wall TIME] >>> ChiefCoach.train takes 1.796347 seconds ...
2023-09-22 16:26:59,479:	[Wall TIME] >>> ChiefCoach.valid takes 0.962923 seconds ...
2023-09-22 16:26:59,480:	[Coach] >>> TRAIN @Epoch: 855  >>>  || LOSS Avg: 0.00593
2023-09-22 16:26:59,480:	[Coach] >>> VALID @Epoch: 855  >>>  || HITRATE@1 Avg: 0.0191 || HITRATE@5 Avg: 0.0554 || HITRATE@10 Avg: 0.0848 || NDCG@5 Avg: 0.0375 || NDCG@10 Avg: 0.0469
2023-09-22 16:26:59,480:	[Coach] >>> TEST  @Epoch: 855  >>> 
2023-09-22 16:27:01,269:	[Wall TIME] >>> ChiefCoach.train takes 1.788559 seconds ...
2023-09-22 16:27:01,411:	[Coach] >>> TRAIN @Epoch: 856  >>>  || LOSS Avg: 0.00599
2023-09-22 16:27:01,411:	[Coach] >>> VALID @Epoch: 856  >>> 
2023-09-22 16:27:01,411:	[Coach] >>> TEST  @Epoch: 856  >>> 
2023-09-22 16:27:02,991:	[Wall TIME] >>> ChiefCoach.train takes 1.579540 seconds ...
2023-09-22 16:27:03,054:	[Coach] >>> TRAIN @Epoch: 857  >>>  || LOSS Avg: 0.00595
2023-09-22 16:27:03,054:	[Coach] >>> VALID @Epoch: 857  >>> 
2023-09-22 16:27:03,054:	[Coach] >>> TEST  @Epoch: 857  >>> 
2023-09-22 16:27:04,764:	[Wall TIME] >>> ChiefCoach.train takes 1.709859 seconds ...
2023-09-22 16:27:04,836:	[Coach] >>> TRAIN @Epoch: 858  >>>  || LOSS Avg: 0.00581
2023-09-22 16:27:04,836:	[Coach] >>> VALID @Epoch: 858  >>> 
2023-09-22 16:27:04,836:	[Coach] >>> TEST  @Epoch: 858  >>> 
2023-09-22 16:27:06,666:	[Wall TIME] >>> ChiefCoach.train takes 1.830017 seconds ...
2023-09-22 16:27:06,842:	[Coach] >>> TRAIN @Epoch: 859  >>>  || LOSS Avg: 0.00601
2023-09-22 16:27:06,843:	[Coach] >>> VALID @Epoch: 859  >>> 
2023-09-22 16:27:06,844:	[Coach] >>> TEST  @Epoch: 859  >>> 
2023-09-22 16:27:08,485:	[Wall TIME] >>> ChiefCoach.train takes 1.640844 seconds ...
2023-09-22 16:27:09,638:	[Wall TIME] >>> ChiefCoach.valid takes 1.028144 seconds ...
2023-09-22 16:27:09,639:	[Coach] >>> TRAIN @Epoch: 860  >>>  || LOSS Avg: 0.00593
2023-09-22 16:27:09,639:	[Coach] >>> VALID @Epoch: 860  >>>  || HITRATE@1 Avg: 0.0188 || HITRATE@5 Avg: 0.0554 || HITRATE@10 Avg: 0.0850 || NDCG@5 Avg: 0.0374 || NDCG@10 Avg: 0.0469
2023-09-22 16:27:09,639:	[Coach] >>> TEST  @Epoch: 860  >>> 
2023-09-22 16:27:11,357:	[Wall TIME] >>> ChiefCoach.train takes 1.718015 seconds ...
2023-09-22 16:27:11,424:	[Coach] >>> TRAIN @Epoch: 861  >>>  || LOSS Avg: 0.00602
2023-09-22 16:27:11,424:	[Coach] >>> VALID @Epoch: 861  >>> 
2023-09-22 16:27:11,424:	[Coach] >>> TEST  @Epoch: 861  >>> 
2023-09-22 16:27:13,006:	[Wall TIME] >>> ChiefCoach.train takes 1.581637 seconds ...
2023-09-22 16:27:13,231:	[Coach] >>> TRAIN @Epoch: 862  >>>  || LOSS Avg: 0.00594
2023-09-22 16:27:13,232:	[Coach] >>> VALID @Epoch: 862  >>> 
2023-09-22 16:27:13,232:	[Coach] >>> TEST  @Epoch: 862  >>> 
2023-09-22 16:27:14,705:	[Wall TIME] >>> ChiefCoach.train takes 1.473004 seconds ...
2023-09-22 16:27:14,782:	[Coach] >>> TRAIN @Epoch: 863  >>>  || LOSS Avg: 0.00604
2023-09-22 16:27:14,783:	[Coach] >>> VALID @Epoch: 863  >>> 
2023-09-22 16:27:14,783:	[Coach] >>> TEST  @Epoch: 863  >>> 
2023-09-22 16:27:16,456:	[Wall TIME] >>> ChiefCoach.train takes 1.673226 seconds ...
2023-09-22 16:27:16,530:	[Coach] >>> TRAIN @Epoch: 864  >>>  || LOSS Avg: 0.00582
2023-09-22 16:27:16,530:	[Coach] >>> VALID @Epoch: 864  >>> 
2023-09-22 16:27:16,530:	[Coach] >>> TEST  @Epoch: 864  >>> 
2023-09-22 16:27:18,436:	[Wall TIME] >>> ChiefCoach.train takes 1.906002 seconds ...
2023-09-22 16:27:19,499:	[Wall TIME] >>> ChiefCoach.valid takes 0.992429 seconds ...
2023-09-22 16:27:19,499:	[Coach] >>> TRAIN @Epoch: 865  >>>  || LOSS Avg: 0.00607
2023-09-22 16:27:19,500:	[Coach] >>> VALID @Epoch: 865  >>>  || HITRATE@1 Avg: 0.0188 || HITRATE@5 Avg: 0.0554 || HITRATE@10 Avg: 0.0844 || NDCG@5 Avg: 0.0373 || NDCG@10 Avg: 0.0466
2023-09-22 16:27:19,500:	[Coach] >>> TEST  @Epoch: 865  >>> 
2023-09-22 16:27:21,136:	[Wall TIME] >>> ChiefCoach.train takes 1.635969 seconds ...
2023-09-22 16:27:21,273:	[Coach] >>> TRAIN @Epoch: 866  >>>  || LOSS Avg: 0.00597
2023-09-22 16:27:21,274:	[Coach] >>> VALID @Epoch: 866  >>> 
2023-09-22 16:27:21,275:	[Coach] >>> TEST  @Epoch: 866  >>> 
2023-09-22 16:27:22,759:	[Wall TIME] >>> ChiefCoach.train takes 1.483783 seconds ...
2023-09-22 16:27:22,840:	[Coach] >>> TRAIN @Epoch: 867  >>>  || LOSS Avg: 0.00613
2023-09-22 16:27:22,840:	[Coach] >>> VALID @Epoch: 867  >>> 
2023-09-22 16:27:22,840:	[Coach] >>> TEST  @Epoch: 867  >>> 
2023-09-22 16:27:24,382:	[Wall TIME] >>> ChiefCoach.train takes 1.541589 seconds ...
2023-09-22 16:27:24,524:	[Coach] >>> TRAIN @Epoch: 868  >>>  || LOSS Avg: 0.00605
2023-09-22 16:27:24,524:	[Coach] >>> VALID @Epoch: 868  >>> 
2023-09-22 16:27:24,525:	[Coach] >>> TEST  @Epoch: 868  >>> 
2023-09-22 16:27:26,274:	[Wall TIME] >>> ChiefCoach.train takes 1.749560 seconds ...
2023-09-22 16:27:26,439:	[Coach] >>> TRAIN @Epoch: 869  >>>  || LOSS Avg: 0.00596
2023-09-22 16:27:26,439:	[Coach] >>> VALID @Epoch: 869  >>> 
2023-09-22 16:27:26,439:	[Coach] >>> TEST  @Epoch: 869  >>> 
2023-09-22 16:27:27,997:	[Wall TIME] >>> ChiefCoach.train takes 1.557392 seconds ...
2023-09-22 16:27:29,029:	[Wall TIME] >>> ChiefCoach.valid takes 0.914993 seconds ...
2023-09-22 16:27:29,030:	[Coach] >>> TRAIN @Epoch: 870  >>>  || LOSS Avg: 0.00595
2023-09-22 16:27:29,030:	[Coach] >>> VALID @Epoch: 870  >>>  || HITRATE@1 Avg: 0.0190 || HITRATE@5 Avg: 0.0558 || HITRATE@10 Avg: 0.0847 || NDCG@5 Avg: 0.0375 || NDCG@10 Avg: 0.0469
2023-09-22 16:27:29,031:	[Coach] >>> TEST  @Epoch: 870  >>> 
2023-09-22 16:27:31,066:	[Wall TIME] >>> ChiefCoach.train takes 2.035053 seconds ...
2023-09-22 16:27:31,231:	[Coach] >>> TRAIN @Epoch: 871  >>>  || LOSS Avg: 0.00589
2023-09-22 16:27:31,231:	[Coach] >>> VALID @Epoch: 871  >>> 
2023-09-22 16:27:31,231:	[Coach] >>> TEST  @Epoch: 871  >>> 
2023-09-22 16:27:33,049:	[Wall TIME] >>> ChiefCoach.train takes 1.817043 seconds ...
2023-09-22 16:27:33,112:	[Coach] >>> TRAIN @Epoch: 872  >>>  || LOSS Avg: 0.00585
2023-09-22 16:27:33,112:	[Coach] >>> VALID @Epoch: 872  >>> 
2023-09-22 16:27:33,112:	[Coach] >>> TEST  @Epoch: 872  >>> 
2023-09-22 16:27:34,799:	[Wall TIME] >>> ChiefCoach.train takes 1.686268 seconds ...
2023-09-22 16:27:34,866:	[Coach] >>> TRAIN @Epoch: 873  >>>  || LOSS Avg: 0.00595
2023-09-22 16:27:34,867:	[Coach] >>> VALID @Epoch: 873  >>> 
2023-09-22 16:27:34,867:	[Coach] >>> TEST  @Epoch: 873  >>> 
2023-09-22 16:27:36,583:	[Wall TIME] >>> ChiefCoach.train takes 1.715938 seconds ...
2023-09-22 16:27:36,765:	[Coach] >>> TRAIN @Epoch: 874  >>>  || LOSS Avg: 0.00593
2023-09-22 16:27:36,765:	[Coach] >>> VALID @Epoch: 874  >>> 
2023-09-22 16:27:36,765:	[Coach] >>> TEST  @Epoch: 874  >>> 
2023-09-22 16:27:38,501:	[Wall TIME] >>> ChiefCoach.train takes 1.735760 seconds ...
2023-09-22 16:27:39,560:	[Wall TIME] >>> ChiefCoach.valid takes 0.966312 seconds ...
2023-09-22 16:27:39,561:	[Coach] >>> TRAIN @Epoch: 875  >>>  || LOSS Avg: 0.00588
2023-09-22 16:27:39,561:	[Coach] >>> VALID @Epoch: 875  >>>  || HITRATE@1 Avg: 0.0190 || HITRATE@5 Avg: 0.0558 || HITRATE@10 Avg: 0.0846 || NDCG@5 Avg: 0.0376 || NDCG@10 Avg: 0.0468
2023-09-22 16:27:39,561:	[Coach] >>> TEST  @Epoch: 875  >>> 
2023-09-22 16:27:41,371:	[Wall TIME] >>> ChiefCoach.train takes 1.810047 seconds ...
2023-09-22 16:27:41,438:	[Coach] >>> TRAIN @Epoch: 876  >>>  || LOSS Avg: 0.00599
2023-09-22 16:27:41,439:	[Coach] >>> VALID @Epoch: 876  >>> 
2023-09-22 16:27:41,439:	[Coach] >>> TEST  @Epoch: 876  >>> 
2023-09-22 16:27:43,189:	[Wall TIME] >>> ChiefCoach.train takes 1.750547 seconds ...
2023-09-22 16:27:43,256:	[Coach] >>> TRAIN @Epoch: 877  >>>  || LOSS Avg: 0.00613
2023-09-22 16:27:43,257:	[Coach] >>> VALID @Epoch: 877  >>> 
2023-09-22 16:27:43,257:	[Coach] >>> TEST  @Epoch: 877  >>> 
2023-09-22 16:27:45,082:	[Wall TIME] >>> ChiefCoach.train takes 1.825384 seconds ...
2023-09-22 16:27:45,150:	[Coach] >>> TRAIN @Epoch: 878  >>>  || LOSS Avg: 0.00585
2023-09-22 16:27:45,150:	[Coach] >>> VALID @Epoch: 878  >>> 
2023-09-22 16:27:45,150:	[Coach] >>> TEST  @Epoch: 878  >>> 
2023-09-22 16:27:46,880:	[Wall TIME] >>> ChiefCoach.train takes 1.729668 seconds ...
2023-09-22 16:27:47,007:	[Coach] >>> TRAIN @Epoch: 879  >>>  || LOSS Avg: 0.00608
2023-09-22 16:27:47,007:	[Coach] >>> VALID @Epoch: 879  >>> 
2023-09-22 16:27:47,007:	[Coach] >>> TEST  @Epoch: 879  >>> 
2023-09-22 16:27:48,686:	[Wall TIME] >>> ChiefCoach.train takes 1.678590 seconds ...
2023-09-22 16:27:49,671:	[Wall TIME] >>> ChiefCoach.valid takes 0.915866 seconds ...
2023-09-22 16:27:49,671:	[Coach] >>> TRAIN @Epoch: 880  >>>  || LOSS Avg: 0.00607
2023-09-22 16:27:49,671:	[Coach] >>> VALID @Epoch: 880  >>>  || HITRATE@1 Avg: 0.0189 || HITRATE@5 Avg: 0.0543 || HITRATE@10 Avg: 0.0839 || NDCG@5 Avg: 0.0370 || NDCG@10 Avg: 0.0465
2023-09-22 16:27:49,671:	[Coach] >>> TEST  @Epoch: 880  >>> 
2023-09-22 16:27:51,444:	[Wall TIME] >>> ChiefCoach.train takes 1.772436 seconds ...
2023-09-22 16:27:51,511:	[Coach] >>> TRAIN @Epoch: 881  >>>  || LOSS Avg: 0.00585
2023-09-22 16:27:51,511:	[Coach] >>> VALID @Epoch: 881  >>> 
2023-09-22 16:27:51,511:	[Coach] >>> TEST  @Epoch: 881  >>> 
2023-09-22 16:27:53,283:	[Wall TIME] >>> ChiefCoach.train takes 1.771255 seconds ...
2023-09-22 16:27:53,404:	[Coach] >>> TRAIN @Epoch: 882  >>>  || LOSS Avg: 0.00593
2023-09-22 16:27:53,405:	[Coach] >>> VALID @Epoch: 882  >>> 
2023-09-22 16:27:53,405:	[Coach] >>> TEST  @Epoch: 882  >>> 
2023-09-22 16:27:55,242:	[Wall TIME] >>> ChiefCoach.train takes 1.837592 seconds ...
2023-09-22 16:27:55,332:	[Coach] >>> TRAIN @Epoch: 883  >>>  || LOSS Avg: 0.00597
2023-09-22 16:27:55,332:	[Coach] >>> VALID @Epoch: 883  >>> 
2023-09-22 16:27:55,332:	[Coach] >>> TEST  @Epoch: 883  >>> 
2023-09-22 16:27:57,060:	[Wall TIME] >>> ChiefCoach.train takes 1.727373 seconds ...
2023-09-22 16:27:57,187:	[Coach] >>> TRAIN @Epoch: 884  >>>  || LOSS Avg: 0.00578
2023-09-22 16:27:57,187:	[Coach] >>> VALID @Epoch: 884  >>> 
2023-09-22 16:27:57,187:	[Coach] >>> TEST  @Epoch: 884  >>> 
2023-09-22 16:27:58,816:	[Wall TIME] >>> ChiefCoach.train takes 1.628654 seconds ...
2023-09-22 16:27:59,770:	[Wall TIME] >>> ChiefCoach.valid takes 0.888995 seconds ...
2023-09-22 16:27:59,770:	[Coach] >>> TRAIN @Epoch: 885  >>>  || LOSS Avg: 0.00588
2023-09-22 16:27:59,770:	[Coach] >>> VALID @Epoch: 885  >>>  || HITRATE@1 Avg: 0.0193 || HITRATE@5 Avg: 0.0555 || HITRATE@10 Avg: 0.0838 || NDCG@5 Avg: 0.0375 || NDCG@10 Avg: 0.0466
2023-09-22 16:27:59,770:	[Coach] >>> TEST  @Epoch: 885  >>> 
2023-09-22 16:28:01,653:	[Wall TIME] >>> ChiefCoach.train takes 1.882251 seconds ...
2023-09-22 16:28:01,723:	[Coach] >>> TRAIN @Epoch: 886  >>>  || LOSS Avg: 0.00599
2023-09-22 16:28:01,723:	[Coach] >>> VALID @Epoch: 886  >>> 
2023-09-22 16:28:01,723:	[Coach] >>> TEST  @Epoch: 886  >>> 
2023-09-22 16:28:03,510:	[Wall TIME] >>> ChiefCoach.train takes 1.786483 seconds ...
2023-09-22 16:28:03,577:	[Coach] >>> TRAIN @Epoch: 887  >>>  || LOSS Avg: 0.00582
2023-09-22 16:28:03,577:	[Coach] >>> VALID @Epoch: 887  >>> 
2023-09-22 16:28:03,577:	[Coach] >>> TEST  @Epoch: 887  >>> 
2023-09-22 16:28:05,333:	[Wall TIME] >>> ChiefCoach.train takes 1.755507 seconds ...
2023-09-22 16:28:05,400:	[Coach] >>> TRAIN @Epoch: 888  >>>  || LOSS Avg: 0.00591
2023-09-22 16:28:05,400:	[Coach] >>> VALID @Epoch: 888  >>> 
2023-09-22 16:28:05,401:	[Coach] >>> TEST  @Epoch: 888  >>> 
2023-09-22 16:28:07,002:	[Wall TIME] >>> ChiefCoach.train takes 1.600994 seconds ...
2023-09-22 16:28:07,067:	[Coach] >>> TRAIN @Epoch: 889  >>>  || LOSS Avg: 0.00576
2023-09-22 16:28:07,067:	[Coach] >>> VALID @Epoch: 889  >>> 
2023-09-22 16:28:07,067:	[Coach] >>> TEST  @Epoch: 889  >>> 
2023-09-22 16:28:08,625:	[Wall TIME] >>> ChiefCoach.train takes 1.557306 seconds ...
2023-09-22 16:28:09,683:	[Wall TIME] >>> ChiefCoach.valid takes 0.982674 seconds ...
2023-09-22 16:28:09,683:	[Coach] >>> TRAIN @Epoch: 890  >>>  || LOSS Avg: 0.00592
2023-09-22 16:28:09,683:	[Coach] >>> VALID @Epoch: 890  >>>  || HITRATE@1 Avg: 0.0192 || HITRATE@5 Avg: 0.0567 || HITRATE@10 Avg: 0.0847 || NDCG@5 Avg: 0.0380 || NDCG@10 Avg: 0.0470
2023-09-22 16:28:09,683:	[Coach] >>> TEST  @Epoch: 890  >>> 
2023-09-22 16:28:11,349:	[Wall TIME] >>> ChiefCoach.train takes 1.665817 seconds ...
2023-09-22 16:28:11,418:	[Coach] >>> TRAIN @Epoch: 891  >>>  || LOSS Avg: 0.00583
2023-09-22 16:28:11,418:	[Coach] >>> VALID @Epoch: 891  >>> 
2023-09-22 16:28:11,418:	[Coach] >>> TEST  @Epoch: 891  >>> 
2023-09-22 16:28:13,035:	[Wall TIME] >>> ChiefCoach.train takes 1.616425 seconds ...
2023-09-22 16:28:13,125:	[Coach] >>> TRAIN @Epoch: 892  >>>  || LOSS Avg: 0.00576
2023-09-22 16:28:13,125:	[Coach] >>> VALID @Epoch: 892  >>> 
2023-09-22 16:28:13,125:	[Coach] >>> TEST  @Epoch: 892  >>> 
2023-09-22 16:28:14,948:	[Wall TIME] >>> ChiefCoach.train takes 1.822375 seconds ...
2023-09-22 16:28:15,140:	[Coach] >>> TRAIN @Epoch: 893  >>>  || LOSS Avg: 0.00577
2023-09-22 16:28:15,140:	[Coach] >>> VALID @Epoch: 893  >>> 
2023-09-22 16:28:15,140:	[Coach] >>> TEST  @Epoch: 893  >>> 
2023-09-22 16:28:17,028:	[Wall TIME] >>> ChiefCoach.train takes 1.887405 seconds ...
2023-09-22 16:28:17,113:	[Coach] >>> TRAIN @Epoch: 894  >>>  || LOSS Avg: 0.00589
2023-09-22 16:28:17,114:	[Coach] >>> VALID @Epoch: 894  >>> 
2023-09-22 16:28:17,114:	[Coach] >>> TEST  @Epoch: 894  >>> 
2023-09-22 16:28:18,992:	[Wall TIME] >>> ChiefCoach.train takes 1.877220 seconds ...
2023-09-22 16:28:20,414:	[Wall TIME] >>> ChiefCoach.valid takes 0.964540 seconds ...
2023-09-22 16:28:20,415:	[Coach] >>> TRAIN @Epoch: 895  >>>  || LOSS Avg: 0.00591
2023-09-22 16:28:20,415:	[Coach] >>> VALID @Epoch: 895  >>>  || HITRATE@1 Avg: 0.0194 || HITRATE@5 Avg: 0.0566 || HITRATE@10 Avg: 0.0844 || NDCG@5 Avg: 0.0381 || NDCG@10 Avg: 0.0470
2023-09-22 16:28:20,415:	[Coach] >>> TEST  @Epoch: 895  >>> 
2023-09-22 16:28:22,211:	[Wall TIME] >>> ChiefCoach.train takes 1.795295 seconds ...
2023-09-22 16:28:22,275:	[Coach] >>> TRAIN @Epoch: 896  >>>  || LOSS Avg: 0.00594
2023-09-22 16:28:22,276:	[Coach] >>> VALID @Epoch: 896  >>> 
2023-09-22 16:28:22,276:	[Coach] >>> TEST  @Epoch: 896  >>> 
2023-09-22 16:28:24,117:	[Wall TIME] >>> ChiefCoach.train takes 1.841213 seconds ...
2023-09-22 16:28:24,183:	[Coach] >>> TRAIN @Epoch: 897  >>>  || LOSS Avg: 0.00559
2023-09-22 16:28:24,183:	[Coach] >>> VALID @Epoch: 897  >>> 
2023-09-22 16:28:24,183:	[Coach] >>> TEST  @Epoch: 897  >>> 
2023-09-22 16:28:25,830:	[Wall TIME] >>> ChiefCoach.train takes 1.646768 seconds ...
2023-09-22 16:28:25,892:	[Coach] >>> TRAIN @Epoch: 898  >>>  || LOSS Avg: 0.00601
2023-09-22 16:28:25,892:	[Coach] >>> VALID @Epoch: 898  >>> 
2023-09-22 16:28:25,892:	[Coach] >>> TEST  @Epoch: 898  >>> 
2023-09-22 16:28:27,702:	[Wall TIME] >>> ChiefCoach.train takes 1.809911 seconds ...
2023-09-22 16:28:27,897:	[Coach] >>> TRAIN @Epoch: 899  >>>  || LOSS Avg: 0.00580
2023-09-22 16:28:27,897:	[Coach] >>> VALID @Epoch: 899  >>> 
2023-09-22 16:28:27,897:	[Coach] >>> TEST  @Epoch: 899  >>> 
2023-09-22 16:28:29,580:	[Wall TIME] >>> ChiefCoach.train takes 1.682862 seconds ...
2023-09-22 16:28:30,999:	[Wall TIME] >>> ChiefCoach.valid takes 0.944060 seconds ...
2023-09-22 16:28:31,000:	[Coach] >>> TRAIN @Epoch: 900  >>>  || LOSS Avg: 0.00588
2023-09-22 16:28:31,000:	[Coach] >>> VALID @Epoch: 900  >>>  || HITRATE@1 Avg: 0.0191 || HITRATE@5 Avg: 0.0566 || HITRATE@10 Avg: 0.0844 || NDCG@5 Avg: 0.0380 || NDCG@10 Avg: 0.0469
2023-09-22 16:28:31,000:	[Coach] >>> TEST  @Epoch: 900  >>> 
2023-09-22 16:28:32,733:	[Wall TIME] >>> ChiefCoach.train takes 1.733184 seconds ...
2023-09-22 16:28:32,857:	[Coach] >>> TRAIN @Epoch: 901  >>>  || LOSS Avg: 0.00580
2023-09-22 16:28:32,857:	[Coach] >>> VALID @Epoch: 901  >>> 
2023-09-22 16:28:32,857:	[Coach] >>> TEST  @Epoch: 901  >>> 
2023-09-22 16:28:34,543:	[Wall TIME] >>> ChiefCoach.train takes 1.686381 seconds ...
2023-09-22 16:28:34,701:	[Coach] >>> TRAIN @Epoch: 902  >>>  || LOSS Avg: 0.00588
2023-09-22 16:28:34,701:	[Coach] >>> VALID @Epoch: 902  >>> 
2023-09-22 16:28:34,701:	[Coach] >>> TEST  @Epoch: 902  >>> 
2023-09-22 16:28:36,425:	[Wall TIME] >>> ChiefCoach.train takes 1.723777 seconds ...
2023-09-22 16:28:36,496:	[Coach] >>> TRAIN @Epoch: 903  >>>  || LOSS Avg: 0.00571
2023-09-22 16:28:36,496:	[Coach] >>> VALID @Epoch: 903  >>> 
2023-09-22 16:28:36,496:	[Coach] >>> TEST  @Epoch: 903  >>> 
2023-09-22 16:28:38,005:	[Wall TIME] >>> ChiefCoach.train takes 1.508756 seconds ...
2023-09-22 16:28:38,068:	[Coach] >>> TRAIN @Epoch: 904  >>>  || LOSS Avg: 0.00590
2023-09-22 16:28:38,068:	[Coach] >>> VALID @Epoch: 904  >>> 
2023-09-22 16:28:38,068:	[Coach] >>> TEST  @Epoch: 904  >>> 
2023-09-22 16:28:39,804:	[Wall TIME] >>> ChiefCoach.train takes 1.735891 seconds ...
2023-09-22 16:28:40,930:	[Wall TIME] >>> ChiefCoach.valid takes 1.001868 seconds ...
2023-09-22 16:28:40,931:	[Coach] >>> TRAIN @Epoch: 905  >>>  || LOSS Avg: 0.00577
2023-09-22 16:28:40,931:	[Coach] >>> VALID @Epoch: 905  >>>  || HITRATE@1 Avg: 0.0186 || HITRATE@5 Avg: 0.0565 || HITRATE@10 Avg: 0.0848 || NDCG@5 Avg: 0.0380 || NDCG@10 Avg: 0.0470
2023-09-22 16:28:40,931:	[Coach] >>> TEST  @Epoch: 905  >>> 
2023-09-22 16:28:42,802:	[Wall TIME] >>> ChiefCoach.train takes 1.871584 seconds ...
2023-09-22 16:28:42,870:	[Coach] >>> TRAIN @Epoch: 906  >>>  || LOSS Avg: 0.00582
2023-09-22 16:28:42,870:	[Coach] >>> VALID @Epoch: 906  >>> 
2023-09-22 16:28:42,870:	[Coach] >>> TEST  @Epoch: 906  >>> 
2023-09-22 16:28:44,557:	[Wall TIME] >>> ChiefCoach.train takes 1.686588 seconds ...
2023-09-22 16:28:44,632:	[Coach] >>> TRAIN @Epoch: 907  >>>  || LOSS Avg: 0.00593
2023-09-22 16:28:44,632:	[Coach] >>> VALID @Epoch: 907  >>> 
2023-09-22 16:28:44,632:	[Coach] >>> TEST  @Epoch: 907  >>> 
2023-09-22 16:28:46,179:	[Wall TIME] >>> ChiefCoach.train takes 1.546704 seconds ...
2023-09-22 16:28:46,251:	[Coach] >>> TRAIN @Epoch: 908  >>>  || LOSS Avg: 0.00587
2023-09-22 16:28:46,251:	[Coach] >>> VALID @Epoch: 908  >>> 
2023-09-22 16:28:46,251:	[Coach] >>> TEST  @Epoch: 908  >>> 
2023-09-22 16:28:48,005:	[Wall TIME] >>> ChiefCoach.train takes 1.754113 seconds ...
2023-09-22 16:28:48,558:	[Coach] >>> TRAIN @Epoch: 909  >>>  || LOSS Avg: 0.00582
2023-09-22 16:28:48,558:	[Coach] >>> VALID @Epoch: 909  >>> 
2023-09-22 16:28:48,558:	[Coach] >>> TEST  @Epoch: 909  >>> 
2023-09-22 16:28:50,217:	[Wall TIME] >>> ChiefCoach.train takes 1.658194 seconds ...
2023-09-22 16:28:51,200:	[Wall TIME] >>> ChiefCoach.valid takes 0.918000 seconds ...
2023-09-22 16:28:51,200:	[Coach] >>> TRAIN @Epoch: 910  >>>  || LOSS Avg: 0.00566
2023-09-22 16:28:51,201:	[Coach] >>> VALID @Epoch: 910  >>>  || HITRATE@1 Avg: 0.0185 || HITRATE@5 Avg: 0.0562 || HITRATE@10 Avg: 0.0835 || NDCG@5 Avg: 0.0377 || NDCG@10 Avg: 0.0465
2023-09-22 16:28:51,201:	[Coach] >>> TEST  @Epoch: 910  >>> 
2023-09-22 16:28:52,763:	[Wall TIME] >>> ChiefCoach.train takes 1.562165 seconds ...
2023-09-22 16:28:52,827:	[Coach] >>> TRAIN @Epoch: 911  >>>  || LOSS Avg: 0.00592
2023-09-22 16:28:52,827:	[Coach] >>> VALID @Epoch: 911  >>> 
2023-09-22 16:28:52,827:	[Coach] >>> TEST  @Epoch: 911  >>> 
2023-09-22 16:28:54,489:	[Wall TIME] >>> ChiefCoach.train takes 1.661111 seconds ...
2023-09-22 16:28:54,676:	[Coach] >>> TRAIN @Epoch: 912  >>>  || LOSS Avg: 0.00586
2023-09-22 16:28:54,676:	[Coach] >>> VALID @Epoch: 912  >>> 
2023-09-22 16:28:54,676:	[Coach] >>> TEST  @Epoch: 912  >>> 
2023-09-22 16:28:56,401:	[Wall TIME] >>> ChiefCoach.train takes 1.724262 seconds ...
2023-09-22 16:28:56,536:	[Coach] >>> TRAIN @Epoch: 913  >>>  || LOSS Avg: 0.00590
2023-09-22 16:28:56,537:	[Coach] >>> VALID @Epoch: 913  >>> 
2023-09-22 16:28:56,537:	[Coach] >>> TEST  @Epoch: 913  >>> 
2023-09-22 16:28:57,974:	[Wall TIME] >>> ChiefCoach.train takes 1.437183 seconds ...
2023-09-22 16:28:58,041:	[Coach] >>> TRAIN @Epoch: 914  >>>  || LOSS Avg: 0.00596
2023-09-22 16:28:58,041:	[Coach] >>> VALID @Epoch: 914  >>> 
2023-09-22 16:28:58,041:	[Coach] >>> TEST  @Epoch: 914  >>> 
2023-09-22 16:28:59,977:	[Wall TIME] >>> ChiefCoach.train takes 1.935933 seconds ...
2023-09-22 16:29:01,059:	[Wall TIME] >>> ChiefCoach.valid takes 0.906160 seconds ...
2023-09-22 16:29:01,059:	[Coach] >>> TRAIN @Epoch: 915  >>>  || LOSS Avg: 0.00602
2023-09-22 16:29:01,060:	[Coach] >>> VALID @Epoch: 915  >>>  || HITRATE@1 Avg: 0.0182 || HITRATE@5 Avg: 0.0568 || HITRATE@10 Avg: 0.0840 || NDCG@5 Avg: 0.0377 || NDCG@10 Avg: 0.0465
2023-09-22 16:29:01,060:	[Coach] >>> TEST  @Epoch: 915  >>> 
2023-09-22 16:29:02,839:	[Wall TIME] >>> ChiefCoach.train takes 1.778697 seconds ...
2023-09-22 16:29:03,115:	[Coach] >>> TRAIN @Epoch: 916  >>>  || LOSS Avg: 0.00597
2023-09-22 16:29:03,116:	[Coach] >>> VALID @Epoch: 916  >>> 
2023-09-22 16:29:03,116:	[Coach] >>> TEST  @Epoch: 916  >>> 
2023-09-22 16:29:05,313:	[Wall TIME] >>> ChiefCoach.train takes 2.196688 seconds ...
2023-09-22 16:29:05,382:	[Coach] >>> TRAIN @Epoch: 917  >>>  || LOSS Avg: 0.00578
2023-09-22 16:29:05,382:	[Coach] >>> VALID @Epoch: 917  >>> 
2023-09-22 16:29:05,382:	[Coach] >>> TEST  @Epoch: 917  >>> 
2023-09-22 16:29:07,176:	[Wall TIME] >>> ChiefCoach.train takes 1.793841 seconds ...
2023-09-22 16:29:07,242:	[Coach] >>> TRAIN @Epoch: 918  >>>  || LOSS Avg: 0.00590
2023-09-22 16:29:07,242:	[Coach] >>> VALID @Epoch: 918  >>> 
2023-09-22 16:29:07,242:	[Coach] >>> TEST  @Epoch: 918  >>> 
2023-09-22 16:29:09,052:	[Wall TIME] >>> ChiefCoach.train takes 1.809692 seconds ...
2023-09-22 16:29:09,131:	[Coach] >>> TRAIN @Epoch: 919  >>>  || LOSS Avg: 0.00578
2023-09-22 16:29:09,132:	[Coach] >>> VALID @Epoch: 919  >>> 
2023-09-22 16:29:09,132:	[Coach] >>> TEST  @Epoch: 919  >>> 
2023-09-22 16:29:10,909:	[Wall TIME] >>> ChiefCoach.train takes 1.777399 seconds ...
2023-09-22 16:29:11,887:	[Wall TIME] >>> ChiefCoach.valid takes 0.905525 seconds ...
2023-09-22 16:29:11,887:	[Coach] >>> TRAIN @Epoch: 920  >>>  || LOSS Avg: 0.00577
2023-09-22 16:29:11,887:	[Coach] >>> VALID @Epoch: 920  >>>  || HITRATE@1 Avg: 0.0180 || HITRATE@5 Avg: 0.0569 || HITRATE@10 Avg: 0.0849 || NDCG@5 Avg: 0.0378 || NDCG@10 Avg: 0.0468
2023-09-22 16:29:11,888:	[Coach] >>> TEST  @Epoch: 920  >>> 
2023-09-22 16:29:13,713:	[Wall TIME] >>> ChiefCoach.train takes 1.825464 seconds ...
2023-09-22 16:29:13,777:	[Coach] >>> TRAIN @Epoch: 921  >>>  || LOSS Avg: 0.00590
2023-09-22 16:29:13,778:	[Coach] >>> VALID @Epoch: 921  >>> 
2023-09-22 16:29:13,778:	[Coach] >>> TEST  @Epoch: 921  >>> 
2023-09-22 16:29:15,519:	[Wall TIME] >>> ChiefCoach.train takes 1.740836 seconds ...
2023-09-22 16:29:15,651:	[Coach] >>> TRAIN @Epoch: 922  >>>  || LOSS Avg: 0.00593
2023-09-22 16:29:15,651:	[Coach] >>> VALID @Epoch: 922  >>> 
2023-09-22 16:29:15,651:	[Coach] >>> TEST  @Epoch: 922  >>> 
2023-09-22 16:29:17,261:	[Wall TIME] >>> ChiefCoach.train takes 1.609316 seconds ...
2023-09-22 16:29:17,537:	[Coach] >>> TRAIN @Epoch: 923  >>>  || LOSS Avg: 0.00579
2023-09-22 16:29:17,537:	[Coach] >>> VALID @Epoch: 923  >>> 
2023-09-22 16:29:17,537:	[Coach] >>> TEST  @Epoch: 923  >>> 
2023-09-22 16:29:19,252:	[Wall TIME] >>> ChiefCoach.train takes 1.714629 seconds ...
2023-09-22 16:29:19,315:	[Coach] >>> TRAIN @Epoch: 924  >>>  || LOSS Avg: 0.00566
2023-09-22 16:29:19,316:	[Coach] >>> VALID @Epoch: 924  >>> 
2023-09-22 16:29:19,316:	[Coach] >>> TEST  @Epoch: 924  >>> 
2023-09-22 16:29:21,098:	[Wall TIME] >>> ChiefCoach.train takes 1.782673 seconds ...
2023-09-22 16:29:22,074:	[Wall TIME] >>> ChiefCoach.valid takes 0.908824 seconds ...
2023-09-22 16:29:22,074:	[Coach] >>> TRAIN @Epoch: 925  >>>  || LOSS Avg: 0.00571
2023-09-22 16:29:22,075:	[Coach] >>> VALID @Epoch: 925  >>>  || HITRATE@1 Avg: 0.0183 || HITRATE@5 Avg: 0.0566 || HITRATE@10 Avg: 0.0845 || NDCG@5 Avg: 0.0377 || NDCG@10 Avg: 0.0467
2023-09-22 16:29:22,075:	[Coach] >>> TEST  @Epoch: 925  >>> 
2023-09-22 16:29:23,542:	[Wall TIME] >>> ChiefCoach.train takes 1.467136 seconds ...
2023-09-22 16:29:23,874:	[Coach] >>> TRAIN @Epoch: 926  >>>  || LOSS Avg: 0.00598
2023-09-22 16:29:23,875:	[Coach] >>> VALID @Epoch: 926  >>> 
2023-09-22 16:29:23,875:	[Coach] >>> TEST  @Epoch: 926  >>> 
2023-09-22 16:29:25,540:	[Wall TIME] >>> ChiefCoach.train takes 1.665442 seconds ...
2023-09-22 16:29:25,975:	[Coach] >>> TRAIN @Epoch: 927  >>>  || LOSS Avg: 0.00567
2023-09-22 16:29:25,975:	[Coach] >>> VALID @Epoch: 927  >>> 
2023-09-22 16:29:25,975:	[Coach] >>> TEST  @Epoch: 927  >>> 
2023-09-22 16:29:27,487:	[Wall TIME] >>> ChiefCoach.train takes 1.511530 seconds ...
2023-09-22 16:29:27,926:	[Coach] >>> TRAIN @Epoch: 928  >>>  || LOSS Avg: 0.00577
2023-09-22 16:29:27,927:	[Coach] >>> VALID @Epoch: 928  >>> 
2023-09-22 16:29:27,927:	[Coach] >>> TEST  @Epoch: 928  >>> 
2023-09-22 16:29:29,567:	[Wall TIME] >>> ChiefCoach.train takes 1.639785 seconds ...
2023-09-22 16:29:29,645:	[Coach] >>> TRAIN @Epoch: 929  >>>  || LOSS Avg: 0.00579
2023-09-22 16:29:29,646:	[Coach] >>> VALID @Epoch: 929  >>> 
2023-09-22 16:29:29,646:	[Coach] >>> TEST  @Epoch: 929  >>> 
2023-09-22 16:29:31,335:	[Wall TIME] >>> ChiefCoach.train takes 1.688520 seconds ...
2023-09-22 16:29:32,674:	[Wall TIME] >>> ChiefCoach.valid takes 1.108717 seconds ...
2023-09-22 16:29:32,674:	[Coach] >>> TRAIN @Epoch: 930  >>>  || LOSS Avg: 0.00586
2023-09-22 16:29:32,674:	[Coach] >>> VALID @Epoch: 930  >>>  || HITRATE@1 Avg: 0.0181 || HITRATE@5 Avg: 0.0563 || HITRATE@10 Avg: 0.0842 || NDCG@5 Avg: 0.0375 || NDCG@10 Avg: 0.0465
2023-09-22 16:29:32,675:	[Coach] >>> TEST  @Epoch: 930  >>> 
2023-09-22 16:29:34,173:	[Wall TIME] >>> ChiefCoach.train takes 1.498021 seconds ...
2023-09-22 16:29:34,471:	[Coach] >>> TRAIN @Epoch: 931  >>>  || LOSS Avg: 0.00596
2023-09-22 16:29:34,471:	[Coach] >>> VALID @Epoch: 931  >>> 
2023-09-22 16:29:34,471:	[Coach] >>> TEST  @Epoch: 931  >>> 
2023-09-22 16:29:36,084:	[Wall TIME] >>> ChiefCoach.train takes 1.612796 seconds ...
2023-09-22 16:29:36,261:	[Coach] >>> TRAIN @Epoch: 932  >>>  || LOSS Avg: 0.00594
2023-09-22 16:29:36,261:	[Coach] >>> VALID @Epoch: 932  >>> 
2023-09-22 16:29:36,261:	[Coach] >>> TEST  @Epoch: 932  >>> 
2023-09-22 16:29:38,078:	[Wall TIME] >>> ChiefCoach.train takes 1.816402 seconds ...
2023-09-22 16:29:38,145:	[Coach] >>> TRAIN @Epoch: 933  >>>  || LOSS Avg: 0.00585
2023-09-22 16:29:38,145:	[Coach] >>> VALID @Epoch: 933  >>> 
2023-09-22 16:29:38,145:	[Coach] >>> TEST  @Epoch: 933  >>> 
2023-09-22 16:29:39,824:	[Wall TIME] >>> ChiefCoach.train takes 1.678833 seconds ...
2023-09-22 16:29:40,190:	[Coach] >>> TRAIN @Epoch: 934  >>>  || LOSS Avg: 0.00592
2023-09-22 16:29:40,190:	[Coach] >>> VALID @Epoch: 934  >>> 
2023-09-22 16:29:40,190:	[Coach] >>> TEST  @Epoch: 934  >>> 
2023-09-22 16:29:41,758:	[Wall TIME] >>> ChiefCoach.train takes 1.568095 seconds ...
2023-09-22 16:29:43,027:	[Wall TIME] >>> ChiefCoach.valid takes 0.947894 seconds ...
2023-09-22 16:29:43,028:	[Coach] >>> TRAIN @Epoch: 935  >>>  || LOSS Avg: 0.00599
2023-09-22 16:29:43,028:	[Coach] >>> VALID @Epoch: 935  >>>  || HITRATE@1 Avg: 0.0183 || HITRATE@5 Avg: 0.0567 || HITRATE@10 Avg: 0.0838 || NDCG@5 Avg: 0.0378 || NDCG@10 Avg: 0.0466
2023-09-22 16:29:43,028:	[Coach] >>> TEST  @Epoch: 935  >>> 
2023-09-22 16:29:44,619:	[Wall TIME] >>> ChiefCoach.train takes 1.591070 seconds ...
2023-09-22 16:29:44,684:	[Coach] >>> TRAIN @Epoch: 936  >>>  || LOSS Avg: 0.00588
2023-09-22 16:29:44,684:	[Coach] >>> VALID @Epoch: 936  >>> 
2023-09-22 16:29:44,684:	[Coach] >>> TEST  @Epoch: 936  >>> 
2023-09-22 16:29:46,423:	[Wall TIME] >>> ChiefCoach.train takes 1.738934 seconds ...
2023-09-22 16:29:46,496:	[Coach] >>> TRAIN @Epoch: 937  >>>  || LOSS Avg: 0.00581
2023-09-22 16:29:46,496:	[Coach] >>> VALID @Epoch: 937  >>> 
2023-09-22 16:29:46,496:	[Coach] >>> TEST  @Epoch: 937  >>> 
2023-09-22 16:29:48,257:	[Wall TIME] >>> ChiefCoach.train takes 1.760567 seconds ...
2023-09-22 16:29:48,329:	[Coach] >>> TRAIN @Epoch: 938  >>>  || LOSS Avg: 0.00589
2023-09-22 16:29:48,330:	[Coach] >>> VALID @Epoch: 938  >>> 
2023-09-22 16:29:48,330:	[Coach] >>> TEST  @Epoch: 938  >>> 
2023-09-22 16:29:50,630:	[Wall TIME] >>> ChiefCoach.train takes 2.299497 seconds ...
2023-09-22 16:29:50,750:	[Coach] >>> TRAIN @Epoch: 939  >>>  || LOSS Avg: 0.00569
2023-09-22 16:29:50,751:	[Coach] >>> VALID @Epoch: 939  >>> 
2023-09-22 16:29:50,752:	[Coach] >>> TEST  @Epoch: 939  >>> 
2023-09-22 16:29:52,542:	[Wall TIME] >>> ChiefCoach.train takes 1.789285 seconds ...
2023-09-22 16:29:53,517:	[Wall TIME] >>> ChiefCoach.valid takes 0.901225 seconds ...
2023-09-22 16:29:53,517:	[Coach] >>> TRAIN @Epoch: 940  >>>  || LOSS Avg: 0.00586
2023-09-22 16:29:53,517:	[Coach] >>> VALID @Epoch: 940  >>>  || HITRATE@1 Avg: 0.0188 || HITRATE@5 Avg: 0.0569 || HITRATE@10 Avg: 0.0841 || NDCG@5 Avg: 0.0381 || NDCG@10 Avg: 0.0469
2023-09-22 16:29:53,518:	[Coach] >>> TEST  @Epoch: 940  >>> 
2023-09-22 16:29:55,190:	[Wall TIME] >>> ChiefCoach.train takes 1.671979 seconds ...
2023-09-22 16:29:55,253:	[Coach] >>> TRAIN @Epoch: 941  >>>  || LOSS Avg: 0.00582
2023-09-22 16:29:55,253:	[Coach] >>> VALID @Epoch: 941  >>> 
2023-09-22 16:29:55,253:	[Coach] >>> TEST  @Epoch: 941  >>> 
2023-09-22 16:29:56,877:	[Wall TIME] >>> ChiefCoach.train takes 1.624193 seconds ...
2023-09-22 16:29:57,262:	[Coach] >>> TRAIN @Epoch: 942  >>>  || LOSS Avg: 0.00592
2023-09-22 16:29:57,263:	[Coach] >>> VALID @Epoch: 942  >>> 
2023-09-22 16:29:57,263:	[Coach] >>> TEST  @Epoch: 942  >>> 
2023-09-22 16:29:58,843:	[Wall TIME] >>> ChiefCoach.train takes 1.580710 seconds ...
2023-09-22 16:29:58,909:	[Coach] >>> TRAIN @Epoch: 943  >>>  || LOSS Avg: 0.00575
2023-09-22 16:29:58,909:	[Coach] >>> VALID @Epoch: 943  >>> 
2023-09-22 16:29:58,909:	[Coach] >>> TEST  @Epoch: 943  >>> 
2023-09-22 16:30:00,437:	[Wall TIME] >>> ChiefCoach.train takes 1.527015 seconds ...
2023-09-22 16:30:00,610:	[Coach] >>> TRAIN @Epoch: 944  >>>  || LOSS Avg: 0.00582
2023-09-22 16:30:00,611:	[Coach] >>> VALID @Epoch: 944  >>> 
2023-09-22 16:30:00,611:	[Coach] >>> TEST  @Epoch: 944  >>> 
2023-09-22 16:30:02,395:	[Wall TIME] >>> ChiefCoach.train takes 1.784584 seconds ...
2023-09-22 16:30:03,416:	[Wall TIME] >>> ChiefCoach.valid takes 0.949159 seconds ...
2023-09-22 16:30:03,416:	[Coach] >>> TRAIN @Epoch: 945  >>>  || LOSS Avg: 0.00583
2023-09-22 16:30:03,416:	[Coach] >>> VALID @Epoch: 945  >>>  || HITRATE@1 Avg: 0.0183 || HITRATE@5 Avg: 0.0570 || HITRATE@10 Avg: 0.0828 || NDCG@5 Avg: 0.0380 || NDCG@10 Avg: 0.0463
2023-09-22 16:30:03,416:	[Coach] >>> TEST  @Epoch: 945  >>> 
2023-09-22 16:30:04,913:	[Wall TIME] >>> ChiefCoach.train takes 1.496723 seconds ...
2023-09-22 16:30:04,979:	[Coach] >>> TRAIN @Epoch: 946  >>>  || LOSS Avg: 0.00578
2023-09-22 16:30:04,979:	[Coach] >>> VALID @Epoch: 946  >>> 
2023-09-22 16:30:04,980:	[Coach] >>> TEST  @Epoch: 946  >>> 
2023-09-22 16:30:06,767:	[Wall TIME] >>> ChiefCoach.train takes 1.786963 seconds ...
2023-09-22 16:30:06,834:	[Coach] >>> TRAIN @Epoch: 947  >>>  || LOSS Avg: 0.00591
2023-09-22 16:30:06,834:	[Coach] >>> VALID @Epoch: 947  >>> 
2023-09-22 16:30:06,834:	[Coach] >>> TEST  @Epoch: 947  >>> 
2023-09-22 16:30:08,521:	[Wall TIME] >>> ChiefCoach.train takes 1.686111 seconds ...
2023-09-22 16:30:08,601:	[Coach] >>> TRAIN @Epoch: 948  >>>  || LOSS Avg: 0.00603
2023-09-22 16:30:08,601:	[Coach] >>> VALID @Epoch: 948  >>> 
2023-09-22 16:30:08,601:	[Coach] >>> TEST  @Epoch: 948  >>> 
2023-09-22 16:30:10,310:	[Wall TIME] >>> ChiefCoach.train takes 1.708424 seconds ...
2023-09-22 16:30:10,396:	[Coach] >>> TRAIN @Epoch: 949  >>>  || LOSS Avg: 0.00579
2023-09-22 16:30:10,396:	[Coach] >>> VALID @Epoch: 949  >>> 
2023-09-22 16:30:10,396:	[Coach] >>> TEST  @Epoch: 949  >>> 
2023-09-22 16:30:12,098:	[Wall TIME] >>> ChiefCoach.train takes 1.701935 seconds ...
2023-09-22 16:30:13,101:	[Wall TIME] >>> ChiefCoach.valid takes 0.936643 seconds ...
2023-09-22 16:30:13,101:	[Coach] >>> TRAIN @Epoch: 950  >>>  || LOSS Avg: 0.00577
2023-09-22 16:30:13,101:	[Coach] >>> VALID @Epoch: 950  >>>  || HITRATE@1 Avg: 0.0179 || HITRATE@5 Avg: 0.0560 || HITRATE@10 Avg: 0.0833 || NDCG@5 Avg: 0.0374 || NDCG@10 Avg: 0.0462
2023-09-22 16:30:13,101:	[Coach] >>> TEST  @Epoch: 950  >>> 
2023-09-22 16:30:14,843:	[Wall TIME] >>> ChiefCoach.train takes 1.741724 seconds ...
2023-09-22 16:30:14,936:	[Coach] >>> TRAIN @Epoch: 951  >>>  || LOSS Avg: 0.00587
2023-09-22 16:30:14,936:	[Coach] >>> VALID @Epoch: 951  >>> 
2023-09-22 16:30:14,936:	[Coach] >>> TEST  @Epoch: 951  >>> 
2023-09-22 16:30:16,697:	[Wall TIME] >>> ChiefCoach.train takes 1.760271 seconds ...
2023-09-22 16:30:16,783:	[Coach] >>> TRAIN @Epoch: 952  >>>  || LOSS Avg: 0.00593
2023-09-22 16:30:16,783:	[Coach] >>> VALID @Epoch: 952  >>> 
2023-09-22 16:30:16,783:	[Coach] >>> TEST  @Epoch: 952  >>> 
2023-09-22 16:30:18,611:	[Wall TIME] >>> ChiefCoach.train takes 1.828262 seconds ...
2023-09-22 16:30:18,785:	[Coach] >>> TRAIN @Epoch: 953  >>>  || LOSS Avg: 0.00568
2023-09-22 16:30:18,785:	[Coach] >>> VALID @Epoch: 953  >>> 
2023-09-22 16:30:18,785:	[Coach] >>> TEST  @Epoch: 953  >>> 
2023-09-22 16:30:20,526:	[Wall TIME] >>> ChiefCoach.train takes 1.740697 seconds ...
2023-09-22 16:30:20,592:	[Coach] >>> TRAIN @Epoch: 954  >>>  || LOSS Avg: 0.00566
2023-09-22 16:30:20,592:	[Coach] >>> VALID @Epoch: 954  >>> 
2023-09-22 16:30:20,592:	[Coach] >>> TEST  @Epoch: 954  >>> 
2023-09-22 16:30:22,529:	[Wall TIME] >>> ChiefCoach.train takes 1.937036 seconds ...
2023-09-22 16:30:23,569:	[Wall TIME] >>> ChiefCoach.valid takes 0.971338 seconds ...
2023-09-22 16:30:23,569:	[Coach] >>> TRAIN @Epoch: 955  >>>  || LOSS Avg: 0.00567
2023-09-22 16:30:23,569:	[Coach] >>> VALID @Epoch: 955  >>>  || HITRATE@1 Avg: 0.0188 || HITRATE@5 Avg: 0.0562 || HITRATE@10 Avg: 0.0843 || NDCG@5 Avg: 0.0378 || NDCG@10 Avg: 0.0468
2023-09-22 16:30:23,569:	[Coach] >>> TEST  @Epoch: 955  >>> 
2023-09-22 16:30:25,305:	[Wall TIME] >>> ChiefCoach.train takes 1.735928 seconds ...
2023-09-22 16:30:25,502:	[Coach] >>> TRAIN @Epoch: 956  >>>  || LOSS Avg: 0.00565
2023-09-22 16:30:25,502:	[Coach] >>> VALID @Epoch: 956  >>> 
2023-09-22 16:30:25,502:	[Coach] >>> TEST  @Epoch: 956  >>> 
2023-09-22 16:30:27,180:	[Wall TIME] >>> ChiefCoach.train takes 1.677477 seconds ...
2023-09-22 16:30:27,357:	[Coach] >>> TRAIN @Epoch: 957  >>>  || LOSS Avg: 0.00580
2023-09-22 16:30:27,357:	[Coach] >>> VALID @Epoch: 957  >>> 
2023-09-22 16:30:27,358:	[Coach] >>> TEST  @Epoch: 957  >>> 
2023-09-22 16:30:28,880:	[Wall TIME] >>> ChiefCoach.train takes 1.521697 seconds ...
2023-09-22 16:30:29,068:	[Coach] >>> TRAIN @Epoch: 958  >>>  || LOSS Avg: 0.00570
2023-09-22 16:30:29,068:	[Coach] >>> VALID @Epoch: 958  >>> 
2023-09-22 16:30:29,069:	[Coach] >>> TEST  @Epoch: 958  >>> 
2023-09-22 16:30:30,706:	[Wall TIME] >>> ChiefCoach.train takes 1.636956 seconds ...
2023-09-22 16:30:30,769:	[Coach] >>> TRAIN @Epoch: 959  >>>  || LOSS Avg: 0.00597
2023-09-22 16:30:30,769:	[Coach] >>> VALID @Epoch: 959  >>> 
2023-09-22 16:30:30,769:	[Coach] >>> TEST  @Epoch: 959  >>> 
2023-09-22 16:30:32,516:	[Wall TIME] >>> ChiefCoach.train takes 1.746599 seconds ...
2023-09-22 16:30:33,527:	[Wall TIME] >>> ChiefCoach.valid takes 0.921618 seconds ...
2023-09-22 16:30:33,528:	[Coach] >>> TRAIN @Epoch: 960  >>>  || LOSS Avg: 0.00574
2023-09-22 16:30:33,528:	[Coach] >>> VALID @Epoch: 960  >>>  || HITRATE@1 Avg: 0.0188 || HITRATE@5 Avg: 0.0564 || HITRATE@10 Avg: 0.0846 || NDCG@5 Avg: 0.0378 || NDCG@10 Avg: 0.0468
2023-09-22 16:30:33,528:	[Coach] >>> TEST  @Epoch: 960  >>> 
2023-09-22 16:30:35,249:	[Wall TIME] >>> ChiefCoach.train takes 1.721030 seconds ...
2023-09-22 16:30:35,311:	[Coach] >>> TRAIN @Epoch: 961  >>>  || LOSS Avg: 0.00567
2023-09-22 16:30:35,311:	[Coach] >>> VALID @Epoch: 961  >>> 
2023-09-22 16:30:35,311:	[Coach] >>> TEST  @Epoch: 961  >>> 
2023-09-22 16:30:36,890:	[Wall TIME] >>> ChiefCoach.train takes 1.578436 seconds ...
2023-09-22 16:30:36,967:	[Coach] >>> TRAIN @Epoch: 962  >>>  || LOSS Avg: 0.00577
2023-09-22 16:30:36,967:	[Coach] >>> VALID @Epoch: 962  >>> 
2023-09-22 16:30:36,967:	[Coach] >>> TEST  @Epoch: 962  >>> 
2023-09-22 16:30:38,554:	[Wall TIME] >>> ChiefCoach.train takes 1.586671 seconds ...
2023-09-22 16:30:38,682:	[Coach] >>> TRAIN @Epoch: 963  >>>  || LOSS Avg: 0.00581
2023-09-22 16:30:38,682:	[Coach] >>> VALID @Epoch: 963  >>> 
2023-09-22 16:30:38,682:	[Coach] >>> TEST  @Epoch: 963  >>> 
2023-09-22 16:30:40,319:	[Wall TIME] >>> ChiefCoach.train takes 1.636814 seconds ...
2023-09-22 16:30:40,747:	[Coach] >>> TRAIN @Epoch: 964  >>>  || LOSS Avg: 0.00581
2023-09-22 16:30:40,747:	[Coach] >>> VALID @Epoch: 964  >>> 
2023-09-22 16:30:40,747:	[Coach] >>> TEST  @Epoch: 964  >>> 
2023-09-22 16:30:42,518:	[Wall TIME] >>> ChiefCoach.train takes 1.770556 seconds ...
2023-09-22 16:30:43,490:	[Wall TIME] >>> ChiefCoach.valid takes 0.899023 seconds ...
2023-09-22 16:30:43,521:	[Coach] >>> TRAIN @Epoch: 965  >>>  || LOSS Avg: 0.00575
2023-09-22 16:30:43,521:	[Coach] >>> VALID @Epoch: 965  >>>  || HITRATE@1 Avg: 0.0186 || HITRATE@5 Avg: 0.0554 || HITRATE@10 Avg: 0.0842 || NDCG@5 Avg: 0.0373 || NDCG@10 Avg: 0.0466
2023-09-22 16:30:43,522:	[Coach] >>> TEST  @Epoch: 965  >>> 
2023-09-22 16:30:45,065:	[Wall TIME] >>> ChiefCoach.train takes 1.543258 seconds ...
2023-09-22 16:30:45,138:	[Coach] >>> TRAIN @Epoch: 966  >>>  || LOSS Avg: 0.00573
2023-09-22 16:30:45,138:	[Coach] >>> VALID @Epoch: 966  >>> 
2023-09-22 16:30:45,138:	[Coach] >>> TEST  @Epoch: 966  >>> 
2023-09-22 16:30:47,045:	[Wall TIME] >>> ChiefCoach.train takes 1.906965 seconds ...
2023-09-22 16:30:47,119:	[Coach] >>> TRAIN @Epoch: 967  >>>  || LOSS Avg: 0.00570
2023-09-22 16:30:47,119:	[Coach] >>> VALID @Epoch: 967  >>> 
2023-09-22 16:30:47,119:	[Coach] >>> TEST  @Epoch: 967  >>> 
2023-09-22 16:30:48,836:	[Wall TIME] >>> ChiefCoach.train takes 1.716197 seconds ...
2023-09-22 16:30:48,900:	[Coach] >>> TRAIN @Epoch: 968  >>>  || LOSS Avg: 0.00583
2023-09-22 16:30:48,900:	[Coach] >>> VALID @Epoch: 968  >>> 
2023-09-22 16:30:48,900:	[Coach] >>> TEST  @Epoch: 968  >>> 
2023-09-22 16:30:50,509:	[Wall TIME] >>> ChiefCoach.train takes 1.608299 seconds ...
2023-09-22 16:30:50,572:	[Coach] >>> TRAIN @Epoch: 969  >>>  || LOSS Avg: 0.00572
2023-09-22 16:30:50,572:	[Coach] >>> VALID @Epoch: 969  >>> 
2023-09-22 16:30:50,572:	[Coach] >>> TEST  @Epoch: 969  >>> 
2023-09-22 16:30:52,033:	[Wall TIME] >>> ChiefCoach.train takes 1.460344 seconds ...
2023-09-22 16:30:53,231:	[Wall TIME] >>> ChiefCoach.valid takes 0.995600 seconds ...
2023-09-22 16:30:53,231:	[Coach] >>> TRAIN @Epoch: 970  >>>  || LOSS Avg: 0.00577
2023-09-22 16:30:53,232:	[Coach] >>> VALID @Epoch: 970  >>>  || HITRATE@1 Avg: 0.0188 || HITRATE@5 Avg: 0.0562 || HITRATE@10 Avg: 0.0842 || NDCG@5 Avg: 0.0378 || NDCG@10 Avg: 0.0468
2023-09-22 16:30:53,232:	[Coach] >>> TEST  @Epoch: 970  >>> 
2023-09-22 16:30:55,095:	[Wall TIME] >>> ChiefCoach.train takes 1.863048 seconds ...
2023-09-22 16:30:55,161:	[Coach] >>> TRAIN @Epoch: 971  >>>  || LOSS Avg: 0.00575
2023-09-22 16:30:55,161:	[Coach] >>> VALID @Epoch: 971  >>> 
2023-09-22 16:30:55,161:	[Coach] >>> TEST  @Epoch: 971  >>> 
2023-09-22 16:30:56,942:	[Wall TIME] >>> ChiefCoach.train takes 1.780632 seconds ...
2023-09-22 16:30:57,009:	[Coach] >>> TRAIN @Epoch: 972  >>>  || LOSS Avg: 0.00563
2023-09-22 16:30:57,009:	[Coach] >>> VALID @Epoch: 972  >>> 
2023-09-22 16:30:57,009:	[Coach] >>> TEST  @Epoch: 972  >>> 
2023-09-22 16:30:58,597:	[Wall TIME] >>> ChiefCoach.train takes 1.587188 seconds ...
2023-09-22 16:30:58,660:	[Coach] >>> TRAIN @Epoch: 973  >>>  || LOSS Avg: 0.00571
2023-09-22 16:30:58,660:	[Coach] >>> VALID @Epoch: 973  >>> 
2023-09-22 16:30:58,660:	[Coach] >>> TEST  @Epoch: 973  >>> 
2023-09-22 16:31:00,596:	[Wall TIME] >>> ChiefCoach.train takes 1.935366 seconds ...
2023-09-22 16:31:00,659:	[Coach] >>> TRAIN @Epoch: 974  >>>  || LOSS Avg: 0.00590
2023-09-22 16:31:00,660:	[Coach] >>> VALID @Epoch: 974  >>> 
2023-09-22 16:31:00,660:	[Coach] >>> TEST  @Epoch: 974  >>> 
2023-09-22 16:31:02,389:	[Wall TIME] >>> ChiefCoach.train takes 1.728988 seconds ...
2023-09-22 16:31:03,397:	[Wall TIME] >>> ChiefCoach.valid takes 0.943179 seconds ...
2023-09-22 16:31:03,397:	[Coach] >>> TRAIN @Epoch: 975  >>>  || LOSS Avg: 0.00577
2023-09-22 16:31:03,397:	[Coach] >>> VALID @Epoch: 975  >>>  || HITRATE@1 Avg: 0.0182 || HITRATE@5 Avg: 0.0563 || HITRATE@10 Avg: 0.0853 || NDCG@5 Avg: 0.0375 || NDCG@10 Avg: 0.0469
2023-09-22 16:31:03,397:	[Coach] >>> TEST  @Epoch: 975  >>> 
2023-09-22 16:31:05,054:	[Wall TIME] >>> ChiefCoach.train takes 1.656777 seconds ...
2023-09-22 16:31:05,403:	[Coach] >>> TRAIN @Epoch: 976  >>>  || LOSS Avg: 0.00573
2023-09-22 16:31:05,403:	[Coach] >>> VALID @Epoch: 976  >>> 
2023-09-22 16:31:05,403:	[Coach] >>> TEST  @Epoch: 976  >>> 
2023-09-22 16:31:07,180:	[Wall TIME] >>> ChiefCoach.train takes 1.776529 seconds ...
2023-09-22 16:31:07,247:	[Coach] >>> TRAIN @Epoch: 977  >>>  || LOSS Avg: 0.00585
2023-09-22 16:31:07,247:	[Coach] >>> VALID @Epoch: 977  >>> 
2023-09-22 16:31:07,247:	[Coach] >>> TEST  @Epoch: 977  >>> 
2023-09-22 16:31:08,735:	[Wall TIME] >>> ChiefCoach.train takes 1.487654 seconds ...
2023-09-22 16:31:08,805:	[Coach] >>> TRAIN @Epoch: 978  >>>  || LOSS Avg: 0.00558
2023-09-22 16:31:08,805:	[Coach] >>> VALID @Epoch: 978  >>> 
2023-09-22 16:31:08,805:	[Coach] >>> TEST  @Epoch: 978  >>> 
2023-09-22 16:31:10,743:	[Wall TIME] >>> ChiefCoach.train takes 1.937388 seconds ...
2023-09-22 16:31:10,813:	[Coach] >>> TRAIN @Epoch: 979  >>>  || LOSS Avg: 0.00577
2023-09-22 16:31:10,813:	[Coach] >>> VALID @Epoch: 979  >>> 
2023-09-22 16:31:10,813:	[Coach] >>> TEST  @Epoch: 979  >>> 
2023-09-22 16:31:12,702:	[Wall TIME] >>> ChiefCoach.train takes 1.888602 seconds ...
2023-09-22 16:31:13,748:	[Wall TIME] >>> ChiefCoach.valid takes 0.927295 seconds ...
2023-09-22 16:31:13,748:	[Coach] >>> TRAIN @Epoch: 980  >>>  || LOSS Avg: 0.00575
2023-09-22 16:31:13,748:	[Coach] >>> VALID @Epoch: 980  >>>  || HITRATE@1 Avg: 0.0182 || HITRATE@5 Avg: 0.0570 || HITRATE@10 Avg: 0.0844 || NDCG@5 Avg: 0.0379 || NDCG@10 Avg: 0.0468
2023-09-22 16:31:13,748:	[Coach] >>> TEST  @Epoch: 980  >>> 
2023-09-22 16:31:15,462:	[Wall TIME] >>> ChiefCoach.train takes 1.713425 seconds ...
2023-09-22 16:31:15,540:	[Coach] >>> TRAIN @Epoch: 981  >>>  || LOSS Avg: 0.00575
2023-09-22 16:31:15,540:	[Coach] >>> VALID @Epoch: 981  >>> 
2023-09-22 16:31:15,540:	[Coach] >>> TEST  @Epoch: 981  >>> 
2023-09-22 16:31:17,100:	[Wall TIME] >>> ChiefCoach.train takes 1.560165 seconds ...
2023-09-22 16:31:17,176:	[Coach] >>> TRAIN @Epoch: 982  >>>  || LOSS Avg: 0.00567
2023-09-22 16:31:17,176:	[Coach] >>> VALID @Epoch: 982  >>> 
2023-09-22 16:31:17,176:	[Coach] >>> TEST  @Epoch: 982  >>> 
2023-09-22 16:31:18,952:	[Wall TIME] >>> ChiefCoach.train takes 1.775616 seconds ...
2023-09-22 16:31:19,020:	[Coach] >>> TRAIN @Epoch: 983  >>>  || LOSS Avg: 0.00583
2023-09-22 16:31:19,020:	[Coach] >>> VALID @Epoch: 983  >>> 
2023-09-22 16:31:19,020:	[Coach] >>> TEST  @Epoch: 983  >>> 
2023-09-22 16:31:20,813:	[Wall TIME] >>> ChiefCoach.train takes 1.792998 seconds ...
2023-09-22 16:31:20,895:	[Coach] >>> TRAIN @Epoch: 984  >>>  || LOSS Avg: 0.00603
2023-09-22 16:31:20,896:	[Coach] >>> VALID @Epoch: 984  >>> 
2023-09-22 16:31:20,896:	[Coach] >>> TEST  @Epoch: 984  >>> 
2023-09-22 16:31:22,669:	[Wall TIME] >>> ChiefCoach.train takes 1.772950 seconds ...
2023-09-22 16:31:23,784:	[Wall TIME] >>> ChiefCoach.valid takes 1.042211 seconds ...
2023-09-22 16:31:23,784:	[Coach] >>> TRAIN @Epoch: 985  >>>  || LOSS Avg: 0.00572
2023-09-22 16:31:23,785:	[Coach] >>> VALID @Epoch: 985  >>>  || HITRATE@1 Avg: 0.0174 || HITRATE@5 Avg: 0.0574 || HITRATE@10 Avg: 0.0848 || NDCG@5 Avg: 0.0377 || NDCG@10 Avg: 0.0466
2023-09-22 16:31:23,785:	[Coach] >>> TEST  @Epoch: 985  >>> 
2023-09-22 16:31:25,694:	[Wall TIME] >>> ChiefCoach.train takes 1.909135 seconds ...
2023-09-22 16:31:25,781:	[Coach] >>> TRAIN @Epoch: 986  >>>  || LOSS Avg: 0.00572
2023-09-22 16:31:25,781:	[Coach] >>> VALID @Epoch: 986  >>> 
2023-09-22 16:31:25,781:	[Coach] >>> TEST  @Epoch: 986  >>> 
2023-09-22 16:31:27,420:	[Wall TIME] >>> ChiefCoach.train takes 1.638547 seconds ...
2023-09-22 16:31:27,488:	[Coach] >>> TRAIN @Epoch: 987  >>>  || LOSS Avg: 0.00579
2023-09-22 16:31:27,489:	[Coach] >>> VALID @Epoch: 987  >>> 
2023-09-22 16:31:27,489:	[Coach] >>> TEST  @Epoch: 987  >>> 
2023-09-22 16:31:29,248:	[Wall TIME] >>> ChiefCoach.train takes 1.759050 seconds ...
2023-09-22 16:31:29,321:	[Coach] >>> TRAIN @Epoch: 988  >>>  || LOSS Avg: 0.00583
2023-09-22 16:31:29,321:	[Coach] >>> VALID @Epoch: 988  >>> 
2023-09-22 16:31:29,321:	[Coach] >>> TEST  @Epoch: 988  >>> 
2023-09-22 16:31:30,788:	[Wall TIME] >>> ChiefCoach.train takes 1.466931 seconds ...
2023-09-22 16:31:30,864:	[Coach] >>> TRAIN @Epoch: 989  >>>  || LOSS Avg: 0.00560
2023-09-22 16:31:30,864:	[Coach] >>> VALID @Epoch: 989  >>> 
2023-09-22 16:31:30,864:	[Coach] >>> TEST  @Epoch: 989  >>> 
2023-09-22 16:31:32,734:	[Wall TIME] >>> ChiefCoach.train takes 1.869925 seconds ...
2023-09-22 16:31:33,811:	[Wall TIME] >>> ChiefCoach.valid takes 0.987021 seconds ...
2023-09-22 16:31:33,812:	[Coach] >>> TRAIN @Epoch: 990  >>>  || LOSS Avg: 0.00595
2023-09-22 16:31:33,812:	[Coach] >>> VALID @Epoch: 990  >>>  || HITRATE@1 Avg: 0.0172 || HITRATE@5 Avg: 0.0564 || HITRATE@10 Avg: 0.0851 || NDCG@5 Avg: 0.0372 || NDCG@10 Avg: 0.0464
2023-09-22 16:31:33,812:	[Coach] >>> TEST  @Epoch: 990  >>> 
2023-09-22 16:31:35,722:	[Wall TIME] >>> ChiefCoach.train takes 1.910510 seconds ...
2023-09-22 16:31:35,791:	[Coach] >>> TRAIN @Epoch: 991  >>>  || LOSS Avg: 0.00571
2023-09-22 16:31:35,791:	[Coach] >>> VALID @Epoch: 991  >>> 
2023-09-22 16:31:35,791:	[Coach] >>> TEST  @Epoch: 991  >>> 
2023-09-22 16:31:37,310:	[Wall TIME] >>> ChiefCoach.train takes 1.518125 seconds ...
2023-09-22 16:31:37,487:	[Coach] >>> TRAIN @Epoch: 992  >>>  || LOSS Avg: 0.00566
2023-09-22 16:31:37,488:	[Coach] >>> VALID @Epoch: 992  >>> 
2023-09-22 16:31:37,488:	[Coach] >>> TEST  @Epoch: 992  >>> 
2023-09-22 16:31:39,108:	[Wall TIME] >>> ChiefCoach.train takes 1.619583 seconds ...
2023-09-22 16:31:39,174:	[Coach] >>> TRAIN @Epoch: 993  >>>  || LOSS Avg: 0.00576
2023-09-22 16:31:39,174:	[Coach] >>> VALID @Epoch: 993  >>> 
2023-09-22 16:31:39,174:	[Coach] >>> TEST  @Epoch: 993  >>> 
2023-09-22 16:31:40,699:	[Wall TIME] >>> ChiefCoach.train takes 1.524182 seconds ...
2023-09-22 16:31:40,864:	[Coach] >>> TRAIN @Epoch: 994  >>>  || LOSS Avg: 0.00580
2023-09-22 16:31:40,865:	[Coach] >>> VALID @Epoch: 994  >>> 
2023-09-22 16:31:40,865:	[Coach] >>> TEST  @Epoch: 994  >>> 
2023-09-22 16:31:42,572:	[Wall TIME] >>> ChiefCoach.train takes 1.707611 seconds ...
2023-09-22 16:31:43,593:	[Wall TIME] >>> ChiefCoach.valid takes 0.919108 seconds ...
2023-09-22 16:31:43,593:	[Coach] >>> TRAIN @Epoch: 995  >>>  || LOSS Avg: 0.00566
2023-09-22 16:31:43,593:	[Coach] >>> VALID @Epoch: 995  >>>  || HITRATE@1 Avg: 0.0176 || HITRATE@5 Avg: 0.0567 || HITRATE@10 Avg: 0.0845 || NDCG@5 Avg: 0.0375 || NDCG@10 Avg: 0.0465
2023-09-22 16:31:43,593:	[Coach] >>> TEST  @Epoch: 995  >>> 
2023-09-22 16:31:45,137:	[Wall TIME] >>> ChiefCoach.train takes 1.543814 seconds ...
2023-09-22 16:31:45,208:	[Coach] >>> TRAIN @Epoch: 996  >>>  || LOSS Avg: 0.00564
2023-09-22 16:31:45,208:	[Coach] >>> VALID @Epoch: 996  >>> 
2023-09-22 16:31:45,208:	[Coach] >>> TEST  @Epoch: 996  >>> 
2023-09-22 16:31:46,866:	[Wall TIME] >>> ChiefCoach.train takes 1.658474 seconds ...
2023-09-22 16:31:46,934:	[Coach] >>> TRAIN @Epoch: 997  >>>  || LOSS Avg: 0.00567
2023-09-22 16:31:46,934:	[Coach] >>> VALID @Epoch: 997  >>> 
2023-09-22 16:31:46,934:	[Coach] >>> TEST  @Epoch: 997  >>> 
2023-09-22 16:31:48,374:	[Wall TIME] >>> ChiefCoach.train takes 1.440286 seconds ...
2023-09-22 16:31:48,438:	[Coach] >>> TRAIN @Epoch: 998  >>>  || LOSS Avg: 0.00565
2023-09-22 16:31:48,438:	[Coach] >>> VALID @Epoch: 998  >>> 
2023-09-22 16:31:48,438:	[Coach] >>> TEST  @Epoch: 998  >>> 
2023-09-22 16:31:49,889:	[Wall TIME] >>> ChiefCoach.train takes 1.450412 seconds ...
2023-09-22 16:31:49,958:	[Coach] >>> TRAIN @Epoch: 999  >>>  || LOSS Avg: 0.00575
2023-09-22 16:31:49,958:	[Coach] >>> VALID @Epoch: 999  >>> 
2023-09-22 16:31:49,958:	[Coach] >>> TEST  @Epoch: 999  >>> 
2023-09-22 16:31:51,576:	[Wall TIME] >>> ChiefCoach.train takes 1.617682 seconds ...
2023-09-22 16:31:52,541:	[Wall TIME] >>> ChiefCoach.valid takes 0.944856 seconds ...
2023-09-22 16:31:53,464:	[Wall TIME] >>> ChiefCoach.test takes 0.921819 seconds ...
2023-09-22 16:31:53,464:	[Coach] >>> TRAIN @Epoch: 1000 >>>  || LOSS Avg: 0.00572
2023-09-22 16:31:53,464:	[Coach] >>> VALID @Epoch: 1000 >>>  || HITRATE@1 Avg: 0.0178 || HITRATE@5 Avg: 0.0569 || HITRATE@10 Avg: 0.0848 || NDCG@5 Avg: 0.0376 || NDCG@10 Avg: 0.0466
2023-09-22 16:31:53,464:	[Coach] >>> TEST  @Epoch: 1000 >>>  || HITRATE@1 Avg: 0.0091 || HITRATE@5 Avg: 0.0298 || HITRATE@10 Avg: 0.0486 || NDCG@5 Avg: 0.0197 || NDCG@10 Avg: 0.0257
2023-09-22 16:31:55,205:	   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.005581     977
1   valid   HITRATE@1  0.019576     830
2   valid   HITRATE@5  0.057387     985
3   valid  HITRATE@10  0.085257     975
4   valid      NDCG@5  0.038592     830
5   valid     NDCG@10  0.047508     830
6    test   HITRATE@1  0.009067       0
7    test   HITRATE@5  0.029827       0
8    test  HITRATE@10  0.048578       0
9    test      NDCG@5  0.019691       0
10   test     NDCG@10  0.025679       0
2023-09-22 16:31:55,205:	[LoG_PaTH] >>> ./logs/I-I-Toys-5/AmazonToys_550_Chron/0-0922155800
2023-09-22 16:31:55,518:	[Wall TIME] >>> Coach.summary takes 2.053852 seconds ...
2023-09-22 16:31:55,518:	[Coach] >>> Load best model @Epoch 830  
2023-09-22 16:31:56,442:	[Wall TIME] >>> ChiefCoach.valid takes 0.915057 seconds ...
2023-09-22 16:31:57,398:	[Wall TIME] >>> ChiefCoach.test takes 0.955063 seconds ...
2023-09-22 16:31:57,398:	[Coach] >>> TRAIN @Epoch: 830  >>> 
2023-09-22 16:31:57,398:	[Coach] >>> VALID @Epoch: 830  >>>  || HITRATE@1 Avg: 0.0196 || HITRATE@5 Avg: 0.0572 || HITRATE@10 Avg: 0.0850 || NDCG@5 Avg: 0.0386 || NDCG@10 Avg: 0.0475
2023-09-22 16:31:57,399:	[Coach] >>> TEST  @Epoch: 830  >>>  || HITRATE@1 Avg: 0.0098 || HITRATE@5 Avg: 0.0302 || HITRATE@10 Avg: 0.0469 || NDCG@5 Avg: 0.0201 || NDCG@10 Avg: 0.0255
2023-09-22 16:31:57,409:	[Wall TIME] >>> Coach.fit takes 2028.696222 seconds ...
