2023-09-16 12:55:44,424:	========================================================================
2023-09-16 12:55:44,425:	========================================================================
2023-09-16 12:55:44,425:	========================================================================
2023-09-16 12:55:44,425:	[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True
2023-09-16 12:55:44,425:	[Seed] >>> Set seed: 0
2023-09-16 12:55:44,426:	[PARSER] >>>
[BENCHMARK: False] 
[SEED: 0] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: Toys-5] 
[root: ../../data] 
[dataset: AmazonToys_550_Chron] 
[config: configs/AmazonToys_550_Chron.yaml] 
[ranking: full] 
[device: 0] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.1] 
[lr: 0.001] 
[batch_size: 256] 
[epochs: 500] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0916125539] 
[maxlen: 100] 
[maxlen4graph: 100] 
[num_heads: 4] 
[num_blocks: 1] 
[hidden_size: 64] 
[hidden_dropout_rate: 0.2] 
[attn_dropout_rate: 0.6] 
[distance_metric: wasserstein] 
[pvn_weight: 0.005] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/Toys-5/AmazonToys_550_Chron/0] 
[LOG_PATH: ./logs/Toys-5/AmazonToys_550_Chron/0-0916125539] 

2023-09-16 12:55:44,426:	[Wall TIME] >>> Parser.compile takes 0.008401 seconds ...
2023-09-16 12:55:44,437:	[AmazonToys_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.User,FieldTags.Sparse,FieldTags.ID]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.Item,FieldTags.Sparse,FieldTags.ID]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Timestamp,FieldTags.Dense]
2023-09-16 12:55:44,649:	+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |      Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| 19412  | 11924  | 8.633680197815785 |     167597    | 128773 | 19412  | 19412 | 0.0007240590571801228 |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
2023-09-16 12:55:44,649:	[Wall TIME] >>> RecDataSet.compile takes 0.221734 seconds ...
2023-09-16 12:55:44,783:	[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.069630 seconds ...
2023-09-16 12:55:44,934:	[Wall TIME] >>> SeqValidYielder.prepare takes 0.150715 seconds ...
2023-09-16 12:55:45,022:	[Wall TIME] >>> SeqTestYielder.prepare takes 0.087769 seconds ...
2023-09-16 12:55:48,347:	[Coach] >>> Set best meter: NDCG@10 
2023-09-16 12:55:48,347:	[Wall TIME] >>> Coach.compile takes 0.001112 seconds ...
2023-09-16 12:55:57,022:	[Wall TIME] >>> ChiefCoach.valid takes 8.641358 seconds ...
2023-09-16 12:55:57,023:	[Coach] >>> Better ***NDCG@10*** of ***0.0006*** 
2023-09-16 12:55:57,043:	[Coach] >>> TRAIN @Epoch: 0    >>> 
2023-09-16 12:55:57,043:	[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0001 || HITRATE@5 Avg: 0.0007 || HITRATE@10 Avg: 0.0012 || NDCG@5 Avg: 0.0004 || NDCG@10 Avg: 0.0006
2023-09-16 12:55:57,043:	[Coach] >>> TEST  @Epoch: 0    >>> 
2023-09-16 12:56:01,273:	[Wall TIME] >>> ChiefCoach.train takes 4.230245 seconds ...
2023-09-16 12:56:01,459:	[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.87615
2023-09-16 12:56:01,459:	[Coach] >>> VALID @Epoch: 1    >>> 
2023-09-16 12:56:01,459:	[Coach] >>> TEST  @Epoch: 1    >>> 
2023-09-16 12:56:05,426:	[Wall TIME] >>> ChiefCoach.train takes 3.965967 seconds ...
2023-09-16 12:56:05,488:	[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.69813
2023-09-16 12:56:05,488:	[Coach] >>> VALID @Epoch: 2    >>> 
2023-09-16 12:56:05,488:	[Coach] >>> TEST  @Epoch: 2    >>> 
2023-09-16 12:56:09,378:	[Wall TIME] >>> ChiefCoach.train takes 3.889205 seconds ...
2023-09-16 12:56:09,460:	[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.60348
2023-09-16 12:56:09,460:	[Coach] >>> VALID @Epoch: 3    >>> 
2023-09-16 12:56:09,460:	[Coach] >>> TEST  @Epoch: 3    >>> 
2023-09-16 12:56:13,402:	[Wall TIME] >>> ChiefCoach.train takes 3.941558 seconds ...
2023-09-16 12:56:13,468:	[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.53780
2023-09-16 12:56:13,468:	[Coach] >>> VALID @Epoch: 4    >>> 
2023-09-16 12:56:13,468:	[Coach] >>> TEST  @Epoch: 4    >>> 
2023-09-16 12:56:17,473:	[Wall TIME] >>> ChiefCoach.train takes 4.004256 seconds ...
2023-09-16 12:56:25,654:	[Wall TIME] >>> ChiefCoach.valid takes 8.119016 seconds ...
2023-09-16 12:56:25,654:	[Coach] >>> Better ***NDCG@10*** of ***0.0293*** 
2023-09-16 12:56:25,675:	[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.48393
2023-09-16 12:56:25,675:	[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0143 || HITRATE@5 Avg: 0.0337 || HITRATE@10 Avg: 0.0491 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0293
2023-09-16 12:56:25,675:	[Coach] >>> TEST  @Epoch: 5    >>> 
2023-09-16 12:56:29,506:	[Wall TIME] >>> ChiefCoach.train takes 3.830511 seconds ...
2023-09-16 12:56:29,575:	[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.43940
2023-09-16 12:56:29,575:	[Coach] >>> VALID @Epoch: 6    >>> 
2023-09-16 12:56:29,575:	[Coach] >>> TEST  @Epoch: 6    >>> 
2023-09-16 12:56:33,451:	[Wall TIME] >>> ChiefCoach.train takes 3.876254 seconds ...
2023-09-16 12:56:33,523:	[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.40334
2023-09-16 12:56:33,523:	[Coach] >>> VALID @Epoch: 7    >>> 
2023-09-16 12:56:33,523:	[Coach] >>> TEST  @Epoch: 7    >>> 
2023-09-16 12:56:37,286:	[Wall TIME] >>> ChiefCoach.train takes 3.762538 seconds ...
2023-09-16 12:56:37,347:	[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.37875
2023-09-16 12:56:37,348:	[Coach] >>> VALID @Epoch: 8    >>> 
2023-09-16 12:56:37,348:	[Coach] >>> TEST  @Epoch: 8    >>> 
2023-09-16 12:56:41,189:	[Wall TIME] >>> ChiefCoach.train takes 3.840942 seconds ...
2023-09-16 12:56:41,250:	[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.35545
2023-09-16 12:56:41,250:	[Coach] >>> VALID @Epoch: 9    >>> 
2023-09-16 12:56:41,250:	[Coach] >>> TEST  @Epoch: 9    >>> 
2023-09-16 12:56:45,073:	[Wall TIME] >>> ChiefCoach.train takes 3.823007 seconds ...
2023-09-16 12:56:53,233:	[Wall TIME] >>> ChiefCoach.valid takes 8.097505 seconds ...
2023-09-16 12:56:53,233:	[Coach] >>> Better ***NDCG@10*** of ***0.0406*** 
2023-09-16 12:56:53,259:	[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.33766
2023-09-16 12:56:53,259:	[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0176 || HITRATE@5 Avg: 0.0492 || HITRATE@10 Avg: 0.0706 || NDCG@5 Avg: 0.0337 || NDCG@10 Avg: 0.0406
2023-09-16 12:56:53,259:	[Coach] >>> TEST  @Epoch: 10   >>> 
2023-09-16 12:56:57,201:	[Wall TIME] >>> ChiefCoach.train takes 3.941642 seconds ...
2023-09-16 12:56:57,272:	[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.32376
2023-09-16 12:56:57,273:	[Coach] >>> VALID @Epoch: 11   >>> 
2023-09-16 12:56:57,273:	[Coach] >>> TEST  @Epoch: 11   >>> 
2023-09-16 12:57:01,124:	[Wall TIME] >>> ChiefCoach.train takes 3.850911 seconds ...
2023-09-16 12:57:01,187:	[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.31095
2023-09-16 12:57:01,187:	[Coach] >>> VALID @Epoch: 12   >>> 
2023-09-16 12:57:01,187:	[Coach] >>> TEST  @Epoch: 12   >>> 
2023-09-16 12:57:05,006:	[Wall TIME] >>> ChiefCoach.train takes 3.819240 seconds ...
2023-09-16 12:57:05,069:	[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.29999
2023-09-16 12:57:05,070:	[Coach] >>> VALID @Epoch: 13   >>> 
2023-09-16 12:57:05,070:	[Coach] >>> TEST  @Epoch: 13   >>> 
2023-09-16 12:57:08,929:	[Wall TIME] >>> ChiefCoach.train takes 3.859345 seconds ...
2023-09-16 12:57:08,998:	[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.28883
2023-09-16 12:57:08,999:	[Coach] >>> VALID @Epoch: 14   >>> 
2023-09-16 12:57:08,999:	[Coach] >>> TEST  @Epoch: 14   >>> 
2023-09-16 12:57:12,860:	[Wall TIME] >>> ChiefCoach.train takes 3.861371 seconds ...
2023-09-16 12:57:21,187:	[Wall TIME] >>> ChiefCoach.valid takes 8.264613 seconds ...
2023-09-16 12:57:21,187:	[Coach] >>> Better ***NDCG@10*** of ***0.0451*** 
2023-09-16 12:57:21,218:	[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.27869
2023-09-16 12:57:21,218:	[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0188 || HITRATE@5 Avg: 0.0551 || HITRATE@10 Avg: 0.0791 || NDCG@5 Avg: 0.0373 || NDCG@10 Avg: 0.0451
2023-09-16 12:57:21,218:	[Coach] >>> TEST  @Epoch: 15   >>> 
2023-09-16 12:57:25,193:	[Wall TIME] >>> ChiefCoach.train takes 3.974426 seconds ...
2023-09-16 12:57:25,261:	[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.27160
2023-09-16 12:57:25,261:	[Coach] >>> VALID @Epoch: 16   >>> 
2023-09-16 12:57:25,261:	[Coach] >>> TEST  @Epoch: 16   >>> 
2023-09-16 12:57:29,132:	[Wall TIME] >>> ChiefCoach.train takes 3.870704 seconds ...
2023-09-16 12:57:29,213:	[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.26753
2023-09-16 12:57:29,213:	[Coach] >>> VALID @Epoch: 17   >>> 
2023-09-16 12:57:29,213:	[Coach] >>> TEST  @Epoch: 17   >>> 
2023-09-16 12:57:33,123:	[Wall TIME] >>> ChiefCoach.train takes 3.909698 seconds ...
2023-09-16 12:57:33,202:	[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.25962
2023-09-16 12:57:33,202:	[Coach] >>> VALID @Epoch: 18   >>> 
2023-09-16 12:57:33,202:	[Coach] >>> TEST  @Epoch: 18   >>> 
2023-09-16 12:57:37,032:	[Wall TIME] >>> ChiefCoach.train takes 3.829328 seconds ...
2023-09-16 12:57:37,110:	[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.25473
2023-09-16 12:57:37,110:	[Coach] >>> VALID @Epoch: 19   >>> 
2023-09-16 12:57:37,110:	[Coach] >>> TEST  @Epoch: 19   >>> 
2023-09-16 12:57:40,943:	[Wall TIME] >>> ChiefCoach.train takes 3.832639 seconds ...
2023-09-16 12:57:49,353:	[Wall TIME] >>> ChiefCoach.valid takes 8.350750 seconds ...
2023-09-16 12:57:49,353:	[Coach] >>> Better ***NDCG@10*** of ***0.0488*** 
2023-09-16 12:57:49,377:	[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.24786
2023-09-16 12:57:49,377:	[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0217 || HITRATE@5 Avg: 0.0593 || HITRATE@10 Avg: 0.0839 || NDCG@5 Avg: 0.0409 || NDCG@10 Avg: 0.0488
2023-09-16 12:57:49,377:	[Coach] >>> TEST  @Epoch: 20   >>> 
2023-09-16 12:57:53,303:	[Wall TIME] >>> ChiefCoach.train takes 3.926263 seconds ...
2023-09-16 12:57:53,364:	[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.24124
2023-09-16 12:57:53,364:	[Coach] >>> VALID @Epoch: 21   >>> 
2023-09-16 12:57:53,364:	[Coach] >>> TEST  @Epoch: 21   >>> 
2023-09-16 12:57:57,184:	[Wall TIME] >>> ChiefCoach.train takes 3.819808 seconds ...
2023-09-16 12:57:57,246:	[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.23782
2023-09-16 12:57:57,246:	[Coach] >>> VALID @Epoch: 22   >>> 
2023-09-16 12:57:57,246:	[Coach] >>> TEST  @Epoch: 22   >>> 
2023-09-16 12:58:01,091:	[Wall TIME] >>> ChiefCoach.train takes 3.844785 seconds ...
2023-09-16 12:58:01,152:	[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.23261
2023-09-16 12:58:01,152:	[Coach] >>> VALID @Epoch: 23   >>> 
2023-09-16 12:58:01,152:	[Coach] >>> TEST  @Epoch: 23   >>> 
2023-09-16 12:58:04,999:	[Wall TIME] >>> ChiefCoach.train takes 3.846077 seconds ...
2023-09-16 12:58:05,063:	[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.22857
2023-09-16 12:58:05,063:	[Coach] >>> VALID @Epoch: 24   >>> 
2023-09-16 12:58:05,063:	[Coach] >>> TEST  @Epoch: 24   >>> 
2023-09-16 12:58:08,906:	[Wall TIME] >>> ChiefCoach.train takes 3.842793 seconds ...
2023-09-16 12:58:17,157:	[Wall TIME] >>> ChiefCoach.valid takes 8.170686 seconds ...
2023-09-16 12:58:17,157:	[Coach] >>> Better ***NDCG@10*** of ***0.0505*** 
2023-09-16 12:58:17,183:	[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.22442
2023-09-16 12:58:17,184:	[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0226 || HITRATE@5 Avg: 0.0607 || HITRATE@10 Avg: 0.0866 || NDCG@5 Avg: 0.0422 || NDCG@10 Avg: 0.0505
2023-09-16 12:58:17,184:	[Coach] >>> TEST  @Epoch: 25   >>> 
2023-09-16 12:58:21,018:	[Wall TIME] >>> ChiefCoach.train takes 3.834271 seconds ...
2023-09-16 12:58:21,082:	[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.22067
2023-09-16 12:58:21,083:	[Coach] >>> VALID @Epoch: 26   >>> 
2023-09-16 12:58:21,083:	[Coach] >>> TEST  @Epoch: 26   >>> 
2023-09-16 12:58:24,956:	[Wall TIME] >>> ChiefCoach.train takes 3.872844 seconds ...
2023-09-16 12:58:25,018:	[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.21862
2023-09-16 12:58:25,018:	[Coach] >>> VALID @Epoch: 27   >>> 
2023-09-16 12:58:25,018:	[Coach] >>> TEST  @Epoch: 27   >>> 
2023-09-16 12:58:28,947:	[Wall TIME] >>> ChiefCoach.train takes 3.928375 seconds ...
2023-09-16 12:58:29,031:	[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.21361
2023-09-16 12:58:29,031:	[Coach] >>> VALID @Epoch: 28   >>> 
2023-09-16 12:58:29,031:	[Coach] >>> TEST  @Epoch: 28   >>> 
2023-09-16 12:58:32,879:	[Wall TIME] >>> ChiefCoach.train takes 3.847757 seconds ...
2023-09-16 12:58:32,940:	[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.21083
2023-09-16 12:58:32,941:	[Coach] >>> VALID @Epoch: 29   >>> 
2023-09-16 12:58:32,941:	[Coach] >>> TEST  @Epoch: 29   >>> 
2023-09-16 12:58:36,862:	[Wall TIME] >>> ChiefCoach.train takes 3.920988 seconds ...
2023-09-16 12:58:45,096:	[Wall TIME] >>> ChiefCoach.valid takes 8.163448 seconds ...
2023-09-16 12:58:45,096:	[Coach] >>> Better ***NDCG@10*** of ***0.0514*** 
2023-09-16 12:58:45,123:	[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.20719
2023-09-16 12:58:45,124:	[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0228 || HITRATE@5 Avg: 0.0628 || HITRATE@10 Avg: 0.0877 || NDCG@5 Avg: 0.0433 || NDCG@10 Avg: 0.0514
2023-09-16 12:58:45,124:	[Coach] >>> TEST  @Epoch: 30   >>> 
2023-09-16 12:58:49,040:	[Wall TIME] >>> ChiefCoach.train takes 3.915651 seconds ...
2023-09-16 12:58:49,116:	[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.20352
2023-09-16 12:58:49,116:	[Coach] >>> VALID @Epoch: 31   >>> 
2023-09-16 12:58:49,116:	[Coach] >>> TEST  @Epoch: 31   >>> 
2023-09-16 12:58:53,030:	[Wall TIME] >>> ChiefCoach.train takes 3.913966 seconds ...
2023-09-16 12:58:53,092:	[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.20072
2023-09-16 12:58:53,092:	[Coach] >>> VALID @Epoch: 32   >>> 
2023-09-16 12:58:53,092:	[Coach] >>> TEST  @Epoch: 32   >>> 
2023-09-16 12:58:56,922:	[Wall TIME] >>> ChiefCoach.train takes 3.829619 seconds ...
2023-09-16 12:58:56,987:	[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.19886
2023-09-16 12:58:56,987:	[Coach] >>> VALID @Epoch: 33   >>> 
2023-09-16 12:58:56,987:	[Coach] >>> TEST  @Epoch: 33   >>> 
2023-09-16 12:59:00,760:	[Wall TIME] >>> ChiefCoach.train takes 3.772105 seconds ...
2023-09-16 12:59:00,822:	[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.19704
2023-09-16 12:59:00,822:	[Coach] >>> VALID @Epoch: 34   >>> 
2023-09-16 12:59:00,822:	[Coach] >>> TEST  @Epoch: 34   >>> 
2023-09-16 12:59:04,681:	[Wall TIME] >>> ChiefCoach.train takes 3.858958 seconds ...
2023-09-16 12:59:12,893:	[Wall TIME] >>> ChiefCoach.valid takes 8.151124 seconds ...
2023-09-16 12:59:12,894:	[Coach] >>> Better ***NDCG@10*** of ***0.0523*** 
2023-09-16 12:59:12,913:	[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.19359
2023-09-16 12:59:12,914:	[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0240 || HITRATE@5 Avg: 0.0620 || HITRATE@10 Avg: 0.0880 || NDCG@5 Avg: 0.0439 || NDCG@10 Avg: 0.0523
2023-09-16 12:59:12,914:	[Coach] >>> TEST  @Epoch: 35   >>> 
2023-09-16 12:59:16,852:	[Wall TIME] >>> ChiefCoach.train takes 3.938195 seconds ...
2023-09-16 12:59:16,921:	[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.19053
2023-09-16 12:59:16,921:	[Coach] >>> VALID @Epoch: 36   >>> 
2023-09-16 12:59:16,921:	[Coach] >>> TEST  @Epoch: 36   >>> 
2023-09-16 12:59:20,728:	[Wall TIME] >>> ChiefCoach.train takes 3.806592 seconds ...
2023-09-16 12:59:20,789:	[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.19132
2023-09-16 12:59:20,789:	[Coach] >>> VALID @Epoch: 37   >>> 
2023-09-16 12:59:20,789:	[Coach] >>> TEST  @Epoch: 37   >>> 
2023-09-16 12:59:24,666:	[Wall TIME] >>> ChiefCoach.train takes 3.876245 seconds ...
2023-09-16 12:59:24,739:	[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.18662
2023-09-16 12:59:24,739:	[Coach] >>> VALID @Epoch: 38   >>> 
2023-09-16 12:59:24,739:	[Coach] >>> TEST  @Epoch: 38   >>> 
2023-09-16 12:59:28,692:	[Wall TIME] >>> ChiefCoach.train takes 3.952507 seconds ...
2023-09-16 12:59:28,776:	[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.18464
2023-09-16 12:59:28,776:	[Coach] >>> VALID @Epoch: 39   >>> 
2023-09-16 12:59:28,777:	[Coach] >>> TEST  @Epoch: 39   >>> 
2023-09-16 12:59:32,615:	[Wall TIME] >>> ChiefCoach.train takes 3.838579 seconds ...
2023-09-16 12:59:40,863:	[Wall TIME] >>> ChiefCoach.valid takes 8.185208 seconds ...
2023-09-16 12:59:40,863:	[Coach] >>> Better ***NDCG@10*** of ***0.0535*** 
2023-09-16 12:59:40,893:	[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.18228
2023-09-16 12:59:40,893:	[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0241 || HITRATE@5 Avg: 0.0643 || HITRATE@10 Avg: 0.0904 || NDCG@5 Avg: 0.0451 || NDCG@10 Avg: 0.0535
2023-09-16 12:59:40,894:	[Coach] >>> TEST  @Epoch: 40   >>> 
2023-09-16 12:59:44,729:	[Wall TIME] >>> ChiefCoach.train takes 3.835075 seconds ...
2023-09-16 12:59:44,800:	[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.18101
2023-09-16 12:59:44,800:	[Coach] >>> VALID @Epoch: 41   >>> 
2023-09-16 12:59:44,800:	[Coach] >>> TEST  @Epoch: 41   >>> 
2023-09-16 12:59:48,714:	[Wall TIME] >>> ChiefCoach.train takes 3.913584 seconds ...
2023-09-16 12:59:48,794:	[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.17847
2023-09-16 12:59:48,794:	[Coach] >>> VALID @Epoch: 42   >>> 
2023-09-16 12:59:48,794:	[Coach] >>> TEST  @Epoch: 42   >>> 
2023-09-16 12:59:52,788:	[Wall TIME] >>> ChiefCoach.train takes 3.993443 seconds ...
2023-09-16 12:59:52,851:	[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.17690
2023-09-16 12:59:52,851:	[Coach] >>> VALID @Epoch: 43   >>> 
2023-09-16 12:59:52,851:	[Coach] >>> TEST  @Epoch: 43   >>> 
2023-09-16 12:59:56,741:	[Wall TIME] >>> ChiefCoach.train takes 3.889901 seconds ...
2023-09-16 12:59:56,811:	[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.17558
2023-09-16 12:59:56,812:	[Coach] >>> VALID @Epoch: 44   >>> 
2023-09-16 12:59:56,812:	[Coach] >>> TEST  @Epoch: 44   >>> 
2023-09-16 13:00:00,631:	[Wall TIME] >>> ChiefCoach.train takes 3.818836 seconds ...
2023-09-16 13:00:08,909:	[Wall TIME] >>> ChiefCoach.valid takes 8.214934 seconds ...
2023-09-16 13:00:08,910:	[Coach] >>> Better ***NDCG@10*** of ***0.0546*** 
2023-09-16 13:00:08,940:	[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.17361
2023-09-16 13:00:08,940:	[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0251 || HITRATE@5 Avg: 0.0661 || HITRATE@10 Avg: 0.0915 || NDCG@5 Avg: 0.0464 || NDCG@10 Avg: 0.0546
2023-09-16 13:00:08,941:	[Coach] >>> TEST  @Epoch: 45   >>> 
2023-09-16 13:00:12,848:	[Wall TIME] >>> ChiefCoach.train takes 3.907182 seconds ...
2023-09-16 13:00:12,934:	[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.17287
2023-09-16 13:00:12,934:	[Coach] >>> VALID @Epoch: 46   >>> 
2023-09-16 13:00:12,934:	[Coach] >>> TEST  @Epoch: 46   >>> 
2023-09-16 13:00:16,926:	[Wall TIME] >>> ChiefCoach.train takes 3.991205 seconds ...
2023-09-16 13:00:16,994:	[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.16916
2023-09-16 13:00:16,995:	[Coach] >>> VALID @Epoch: 47   >>> 
2023-09-16 13:00:16,995:	[Coach] >>> TEST  @Epoch: 47   >>> 
2023-09-16 13:00:20,821:	[Wall TIME] >>> ChiefCoach.train takes 3.825974 seconds ...
2023-09-16 13:00:20,897:	[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.16848
2023-09-16 13:00:20,898:	[Coach] >>> VALID @Epoch: 48   >>> 
2023-09-16 13:00:20,898:	[Coach] >>> TEST  @Epoch: 48   >>> 
2023-09-16 13:00:24,808:	[Wall TIME] >>> ChiefCoach.train takes 3.910078 seconds ...
2023-09-16 13:00:24,876:	[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.16758
2023-09-16 13:00:24,876:	[Coach] >>> VALID @Epoch: 49   >>> 
2023-09-16 13:00:24,876:	[Coach] >>> TEST  @Epoch: 49   >>> 
2023-09-16 13:00:28,727:	[Wall TIME] >>> ChiefCoach.train takes 3.850466 seconds ...
2023-09-16 13:00:37,247:	[Wall TIME] >>> ChiefCoach.valid takes 8.455751 seconds ...
2023-09-16 13:00:37,247:	[Coach] >>> Better ***NDCG@10*** of ***0.0551*** 
2023-09-16 13:00:37,275:	[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.16436
2023-09-16 13:00:37,275:	[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0257 || HITRATE@5 Avg: 0.0676 || HITRATE@10 Avg: 0.0916 || NDCG@5 Avg: 0.0473 || NDCG@10 Avg: 0.0551
2023-09-16 13:00:37,275:	[Coach] >>> TEST  @Epoch: 50   >>> 
2023-09-16 13:00:41,277:	[Wall TIME] >>> ChiefCoach.train takes 4.001726 seconds ...
2023-09-16 13:00:41,355:	[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.16412
2023-09-16 13:00:41,355:	[Coach] >>> VALID @Epoch: 51   >>> 
2023-09-16 13:00:41,356:	[Coach] >>> TEST  @Epoch: 51   >>> 
2023-09-16 13:00:45,328:	[Wall TIME] >>> ChiefCoach.train takes 3.971626 seconds ...
2023-09-16 13:00:45,406:	[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.16293
2023-09-16 13:00:45,406:	[Coach] >>> VALID @Epoch: 52   >>> 
2023-09-16 13:00:45,406:	[Coach] >>> TEST  @Epoch: 52   >>> 
2023-09-16 13:00:49,275:	[Wall TIME] >>> ChiefCoach.train takes 3.868237 seconds ...
2023-09-16 13:00:49,336:	[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.16240
2023-09-16 13:00:49,336:	[Coach] >>> VALID @Epoch: 53   >>> 
2023-09-16 13:00:49,336:	[Coach] >>> TEST  @Epoch: 53   >>> 
2023-09-16 13:00:53,210:	[Wall TIME] >>> ChiefCoach.train takes 3.873259 seconds ...
2023-09-16 13:00:53,271:	[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.16009
2023-09-16 13:00:53,271:	[Coach] >>> VALID @Epoch: 54   >>> 
2023-09-16 13:00:53,271:	[Coach] >>> TEST  @Epoch: 54   >>> 
2023-09-16 13:00:57,101:	[Wall TIME] >>> ChiefCoach.train takes 3.829256 seconds ...
2023-09-16 13:01:05,460:	[Wall TIME] >>> ChiefCoach.valid takes 8.296662 seconds ...
2023-09-16 13:01:05,460:	[Coach] >>> Better ***NDCG@10*** of ***0.0554*** 
2023-09-16 13:01:05,481:	[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.15767
2023-09-16 13:01:05,481:	[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0258 || HITRATE@5 Avg: 0.0672 || HITRATE@10 Avg: 0.0924 || NDCG@5 Avg: 0.0472 || NDCG@10 Avg: 0.0554
2023-09-16 13:01:05,481:	[Coach] >>> TEST  @Epoch: 55   >>> 
2023-09-16 13:01:09,285:	[Wall TIME] >>> ChiefCoach.train takes 3.803536 seconds ...
2023-09-16 13:01:09,352:	[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.15678
2023-09-16 13:01:09,352:	[Coach] >>> VALID @Epoch: 56   >>> 
2023-09-16 13:01:09,352:	[Coach] >>> TEST  @Epoch: 56   >>> 
2023-09-16 13:01:13,260:	[Wall TIME] >>> ChiefCoach.train takes 3.908046 seconds ...
2023-09-16 13:01:13,323:	[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.15590
2023-09-16 13:01:13,323:	[Coach] >>> VALID @Epoch: 57   >>> 
2023-09-16 13:01:13,323:	[Coach] >>> TEST  @Epoch: 57   >>> 
2023-09-16 13:01:17,227:	[Wall TIME] >>> ChiefCoach.train takes 3.903039 seconds ...
2023-09-16 13:01:17,288:	[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.15577
2023-09-16 13:01:17,288:	[Coach] >>> VALID @Epoch: 58   >>> 
2023-09-16 13:01:17,288:	[Coach] >>> TEST  @Epoch: 58   >>> 
2023-09-16 13:01:21,157:	[Wall TIME] >>> ChiefCoach.train takes 3.868567 seconds ...
2023-09-16 13:01:21,218:	[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.15438
2023-09-16 13:01:21,219:	[Coach] >>> VALID @Epoch: 59   >>> 
2023-09-16 13:01:21,219:	[Coach] >>> TEST  @Epoch: 59   >>> 
2023-09-16 13:01:25,078:	[Wall TIME] >>> ChiefCoach.train takes 3.858637 seconds ...
2023-09-16 13:01:33,473:	[Wall TIME] >>> ChiefCoach.valid takes 8.316531 seconds ...
2023-09-16 13:01:33,474:	[Coach] >>> Better ***NDCG@10*** of ***0.0564*** 
2023-09-16 13:01:33,500:	[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.15328
2023-09-16 13:01:33,500:	[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0262 || HITRATE@5 Avg: 0.0693 || HITRATE@10 Avg: 0.0944 || NDCG@5 Avg: 0.0484 || NDCG@10 Avg: 0.0564
2023-09-16 13:01:33,500:	[Coach] >>> TEST  @Epoch: 60   >>> 
2023-09-16 13:01:37,491:	[Wall TIME] >>> ChiefCoach.train takes 3.989957 seconds ...
2023-09-16 13:01:37,574:	[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.15158
2023-09-16 13:01:37,575:	[Coach] >>> VALID @Epoch: 61   >>> 
2023-09-16 13:01:37,575:	[Coach] >>> TEST  @Epoch: 61   >>> 
2023-09-16 13:01:41,490:	[Wall TIME] >>> ChiefCoach.train takes 3.915062 seconds ...
2023-09-16 13:01:41,566:	[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.15057
2023-09-16 13:01:41,566:	[Coach] >>> VALID @Epoch: 62   >>> 
2023-09-16 13:01:41,566:	[Coach] >>> TEST  @Epoch: 62   >>> 
2023-09-16 13:01:45,346:	[Wall TIME] >>> ChiefCoach.train takes 3.780123 seconds ...
2023-09-16 13:01:45,420:	[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.14871
2023-09-16 13:01:45,420:	[Coach] >>> VALID @Epoch: 63   >>> 
2023-09-16 13:01:45,420:	[Coach] >>> TEST  @Epoch: 63   >>> 
2023-09-16 13:01:49,407:	[Wall TIME] >>> ChiefCoach.train takes 3.986695 seconds ...
2023-09-16 13:01:49,473:	[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.14800
2023-09-16 13:01:49,473:	[Coach] >>> VALID @Epoch: 64   >>> 
2023-09-16 13:01:49,474:	[Coach] >>> TEST  @Epoch: 64   >>> 
2023-09-16 13:01:53,413:	[Wall TIME] >>> ChiefCoach.train takes 3.939173 seconds ...
2023-09-16 13:02:01,727:	[Wall TIME] >>> ChiefCoach.valid takes 8.249822 seconds ...
2023-09-16 13:02:01,728:	[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.14605
2023-09-16 13:02:01,728:	[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0264 || HITRATE@5 Avg: 0.0687 || HITRATE@10 Avg: 0.0941 || NDCG@5 Avg: 0.0482 || NDCG@10 Avg: 0.0564
2023-09-16 13:02:01,728:	[Coach] >>> TEST  @Epoch: 65   >>> 
2023-09-16 13:02:05,514:	[Wall TIME] >>> ChiefCoach.train takes 3.785641 seconds ...
2023-09-16 13:02:05,576:	[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.14591
2023-09-16 13:02:05,576:	[Coach] >>> VALID @Epoch: 66   >>> 
2023-09-16 13:02:05,576:	[Coach] >>> TEST  @Epoch: 66   >>> 
2023-09-16 13:02:09,528:	[Wall TIME] >>> ChiefCoach.train takes 3.951771 seconds ...
2023-09-16 13:02:09,593:	[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.14595
2023-09-16 13:02:09,593:	[Coach] >>> VALID @Epoch: 67   >>> 
2023-09-16 13:02:09,593:	[Coach] >>> TEST  @Epoch: 67   >>> 
2023-09-16 13:02:13,569:	[Wall TIME] >>> ChiefCoach.train takes 3.975543 seconds ...
2023-09-16 13:02:13,635:	[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.14444
2023-09-16 13:02:13,635:	[Coach] >>> VALID @Epoch: 68   >>> 
2023-09-16 13:02:13,635:	[Coach] >>> TEST  @Epoch: 68   >>> 
2023-09-16 13:02:17,542:	[Wall TIME] >>> ChiefCoach.train takes 3.907063 seconds ...
2023-09-16 13:02:17,606:	[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.14454
2023-09-16 13:02:17,607:	[Coach] >>> VALID @Epoch: 69   >>> 
2023-09-16 13:02:17,607:	[Coach] >>> TEST  @Epoch: 69   >>> 
2023-09-16 13:02:21,469:	[Wall TIME] >>> ChiefCoach.train takes 3.862030 seconds ...
2023-09-16 13:02:29,839:	[Wall TIME] >>> ChiefCoach.valid takes 8.308671 seconds ...
2023-09-16 13:02:29,839:	[Coach] >>> Better ***NDCG@10*** of ***0.0571*** 
2023-09-16 13:02:29,860:	[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.14294
2023-09-16 13:02:29,860:	[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0267 || HITRATE@5 Avg: 0.0707 || HITRATE@10 Avg: 0.0948 || NDCG@5 Avg: 0.0493 || NDCG@10 Avg: 0.0571
2023-09-16 13:02:29,860:	[Coach] >>> TEST  @Epoch: 70   >>> 
2023-09-16 13:02:33,797:	[Wall TIME] >>> ChiefCoach.train takes 3.936005 seconds ...
2023-09-16 13:02:33,862:	[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.14140
2023-09-16 13:02:33,862:	[Coach] >>> VALID @Epoch: 71   >>> 
2023-09-16 13:02:33,862:	[Coach] >>> TEST  @Epoch: 71   >>> 
2023-09-16 13:02:37,689:	[Wall TIME] >>> ChiefCoach.train takes 3.826702 seconds ...
2023-09-16 13:02:37,754:	[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.14227
2023-09-16 13:02:37,755:	[Coach] >>> VALID @Epoch: 72   >>> 
2023-09-16 13:02:37,755:	[Coach] >>> TEST  @Epoch: 72   >>> 
2023-09-16 13:02:41,598:	[Wall TIME] >>> ChiefCoach.train takes 3.842716 seconds ...
2023-09-16 13:02:41,723:	[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.13969
2023-09-16 13:02:41,723:	[Coach] >>> VALID @Epoch: 73   >>> 
2023-09-16 13:02:41,724:	[Coach] >>> TEST  @Epoch: 73   >>> 
2023-09-16 13:02:45,671:	[Wall TIME] >>> ChiefCoach.train takes 3.946960 seconds ...
2023-09-16 13:02:45,738:	[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.13800
2023-09-16 13:02:45,738:	[Coach] >>> VALID @Epoch: 74   >>> 
2023-09-16 13:02:45,738:	[Coach] >>> TEST  @Epoch: 74   >>> 
2023-09-16 13:02:49,645:	[Wall TIME] >>> ChiefCoach.train takes 3.906367 seconds ...
2023-09-16 13:02:57,976:	[Wall TIME] >>> ChiefCoach.valid takes 8.267119 seconds ...
2023-09-16 13:02:57,977:	[Coach] >>> Better ***NDCG@10*** of ***0.0574*** 
2023-09-16 13:02:57,998:	[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.13734
2023-09-16 13:02:57,998:	[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0272 || HITRATE@5 Avg: 0.0706 || HITRATE@10 Avg: 0.0950 || NDCG@5 Avg: 0.0495 || NDCG@10 Avg: 0.0574
2023-09-16 13:02:57,998:	[Coach] >>> TEST  @Epoch: 75   >>> 
2023-09-16 13:03:01,884:	[Wall TIME] >>> ChiefCoach.train takes 3.885677 seconds ...
2023-09-16 13:03:01,965:	[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.13786
2023-09-16 13:03:01,965:	[Coach] >>> VALID @Epoch: 76   >>> 
2023-09-16 13:03:01,965:	[Coach] >>> TEST  @Epoch: 76   >>> 
2023-09-16 13:03:05,936:	[Wall TIME] >>> ChiefCoach.train takes 3.971330 seconds ...
2023-09-16 13:03:06,000:	[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.13602
2023-09-16 13:03:06,000:	[Coach] >>> VALID @Epoch: 77   >>> 
2023-09-16 13:03:06,000:	[Coach] >>> TEST  @Epoch: 77   >>> 
2023-09-16 13:03:09,875:	[Wall TIME] >>> ChiefCoach.train takes 3.874370 seconds ...
2023-09-16 13:03:09,940:	[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.13553
2023-09-16 13:03:09,940:	[Coach] >>> VALID @Epoch: 78   >>> 
2023-09-16 13:03:09,941:	[Coach] >>> TEST  @Epoch: 78   >>> 
2023-09-16 13:03:13,851:	[Wall TIME] >>> ChiefCoach.train takes 3.910074 seconds ...
2023-09-16 13:03:13,915:	[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.13419
2023-09-16 13:03:13,915:	[Coach] >>> VALID @Epoch: 79   >>> 
2023-09-16 13:03:13,915:	[Coach] >>> TEST  @Epoch: 79   >>> 
2023-09-16 13:03:17,765:	[Wall TIME] >>> ChiefCoach.train takes 3.849420 seconds ...
2023-09-16 13:03:26,227:	[Wall TIME] >>> ChiefCoach.valid takes 8.338268 seconds ...
2023-09-16 13:03:26,228:	[Coach] >>> Better ***NDCG@10*** of ***0.0580*** 
2023-09-16 13:03:26,248:	[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.13333
2023-09-16 13:03:26,248:	[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0282 || HITRATE@5 Avg: 0.0701 || HITRATE@10 Avg: 0.0958 || NDCG@5 Avg: 0.0497 || NDCG@10 Avg: 0.0580
2023-09-16 13:03:26,248:	[Coach] >>> TEST  @Epoch: 80   >>> 
2023-09-16 13:03:30,173:	[Wall TIME] >>> ChiefCoach.train takes 3.924461 seconds ...
2023-09-16 13:03:30,258:	[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.13316
2023-09-16 13:03:30,258:	[Coach] >>> VALID @Epoch: 81   >>> 
2023-09-16 13:03:30,258:	[Coach] >>> TEST  @Epoch: 81   >>> 
2023-09-16 13:03:34,061:	[Wall TIME] >>> ChiefCoach.train takes 3.802761 seconds ...
2023-09-16 13:03:34,145:	[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.13255
2023-09-16 13:03:34,145:	[Coach] >>> VALID @Epoch: 82   >>> 
2023-09-16 13:03:34,145:	[Coach] >>> TEST  @Epoch: 82   >>> 
2023-09-16 13:03:38,038:	[Wall TIME] >>> ChiefCoach.train takes 3.892327 seconds ...
2023-09-16 13:03:38,116:	[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.13208
2023-09-16 13:03:38,116:	[Coach] >>> VALID @Epoch: 83   >>> 
2023-09-16 13:03:38,116:	[Coach] >>> TEST  @Epoch: 83   >>> 
2023-09-16 13:03:42,016:	[Wall TIME] >>> ChiefCoach.train takes 3.899667 seconds ...
2023-09-16 13:03:42,077:	[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.12973
2023-09-16 13:03:42,077:	[Coach] >>> VALID @Epoch: 84   >>> 
2023-09-16 13:03:42,077:	[Coach] >>> TEST  @Epoch: 84   >>> 
2023-09-16 13:03:45,906:	[Wall TIME] >>> ChiefCoach.train takes 3.828939 seconds ...
2023-09-16 13:03:54,425:	[Wall TIME] >>> ChiefCoach.valid takes 8.458462 seconds ...
2023-09-16 13:03:54,425:	[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.13017
2023-09-16 13:03:54,425:	[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0274 || HITRATE@5 Avg: 0.0696 || HITRATE@10 Avg: 0.0955 || NDCG@5 Avg: 0.0492 || NDCG@10 Avg: 0.0576
2023-09-16 13:03:54,425:	[Coach] >>> TEST  @Epoch: 85   >>> 
2023-09-16 13:03:58,406:	[Wall TIME] >>> ChiefCoach.train takes 3.980114 seconds ...
2023-09-16 13:03:58,478:	[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.12837
2023-09-16 13:03:58,478:	[Coach] >>> VALID @Epoch: 86   >>> 
2023-09-16 13:03:58,478:	[Coach] >>> TEST  @Epoch: 86   >>> 
2023-09-16 13:04:02,352:	[Wall TIME] >>> ChiefCoach.train takes 3.872964 seconds ...
2023-09-16 13:04:02,416:	[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.12903
2023-09-16 13:04:02,416:	[Coach] >>> VALID @Epoch: 87   >>> 
2023-09-16 13:04:02,416:	[Coach] >>> TEST  @Epoch: 87   >>> 
2023-09-16 13:04:06,300:	[Wall TIME] >>> ChiefCoach.train takes 3.883708 seconds ...
2023-09-16 13:04:06,362:	[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.12758
2023-09-16 13:04:06,362:	[Coach] >>> VALID @Epoch: 88   >>> 
2023-09-16 13:04:06,362:	[Coach] >>> TEST  @Epoch: 88   >>> 
2023-09-16 13:04:10,253:	[Wall TIME] >>> ChiefCoach.train takes 3.891371 seconds ...
2023-09-16 13:04:10,315:	[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.12712
2023-09-16 13:04:10,315:	[Coach] >>> VALID @Epoch: 89   >>> 
2023-09-16 13:04:10,315:	[Coach] >>> TEST  @Epoch: 89   >>> 
2023-09-16 13:04:14,214:	[Wall TIME] >>> ChiefCoach.train takes 3.898866 seconds ...
2023-09-16 13:04:22,590:	[Wall TIME] >>> ChiefCoach.valid takes 8.303787 seconds ...
2023-09-16 13:04:22,591:	[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.12545
2023-09-16 13:04:22,591:	[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0273 || HITRATE@5 Avg: 0.0691 || HITRATE@10 Avg: 0.0956 || NDCG@5 Avg: 0.0490 || NDCG@10 Avg: 0.0576
2023-09-16 13:04:22,591:	[Coach] >>> TEST  @Epoch: 90   >>> 
2023-09-16 13:04:26,479:	[Wall TIME] >>> ChiefCoach.train takes 3.887974 seconds ...
2023-09-16 13:04:26,545:	[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.12683
2023-09-16 13:04:26,546:	[Coach] >>> VALID @Epoch: 91   >>> 
2023-09-16 13:04:26,546:	[Coach] >>> TEST  @Epoch: 91   >>> 
2023-09-16 13:04:30,332:	[Wall TIME] >>> ChiefCoach.train takes 3.786208 seconds ...
2023-09-16 13:04:30,405:	[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.12375
2023-09-16 13:04:30,405:	[Coach] >>> VALID @Epoch: 92   >>> 
2023-09-16 13:04:30,405:	[Coach] >>> TEST  @Epoch: 92   >>> 
2023-09-16 13:04:34,162:	[Wall TIME] >>> ChiefCoach.train takes 3.757202 seconds ...
2023-09-16 13:04:34,231:	[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.12487
2023-09-16 13:04:34,232:	[Coach] >>> VALID @Epoch: 93   >>> 
2023-09-16 13:04:34,232:	[Coach] >>> TEST  @Epoch: 93   >>> 
2023-09-16 13:04:38,083:	[Wall TIME] >>> ChiefCoach.train takes 3.850802 seconds ...
2023-09-16 13:04:38,147:	[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.12456
2023-09-16 13:04:38,148:	[Coach] >>> VALID @Epoch: 94   >>> 
2023-09-16 13:04:38,148:	[Coach] >>> TEST  @Epoch: 94   >>> 
2023-09-16 13:04:42,105:	[Wall TIME] >>> ChiefCoach.train takes 3.956883 seconds ...
2023-09-16 13:04:50,410:	[Wall TIME] >>> ChiefCoach.valid takes 8.239930 seconds ...
2023-09-16 13:04:50,411:	[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.12253
2023-09-16 13:04:50,411:	[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0268 || HITRATE@5 Avg: 0.0698 || HITRATE@10 Avg: 0.0953 || NDCG@5 Avg: 0.0490 || NDCG@10 Avg: 0.0573
2023-09-16 13:04:50,411:	[Coach] >>> TEST  @Epoch: 95   >>> 
2023-09-16 13:04:54,433:	[Wall TIME] >>> ChiefCoach.train takes 4.021525 seconds ...
2023-09-16 13:04:54,496:	[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.12330
2023-09-16 13:04:54,496:	[Coach] >>> VALID @Epoch: 96   >>> 
2023-09-16 13:04:54,496:	[Coach] >>> TEST  @Epoch: 96   >>> 
2023-09-16 13:04:58,415:	[Wall TIME] >>> ChiefCoach.train takes 3.919234 seconds ...
2023-09-16 13:04:58,487:	[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.12226
2023-09-16 13:04:58,487:	[Coach] >>> VALID @Epoch: 97   >>> 
2023-09-16 13:04:58,487:	[Coach] >>> TEST  @Epoch: 97   >>> 
2023-09-16 13:05:02,369:	[Wall TIME] >>> ChiefCoach.train takes 3.881695 seconds ...
2023-09-16 13:05:02,435:	[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.12072
2023-09-16 13:05:02,435:	[Coach] >>> VALID @Epoch: 98   >>> 
2023-09-16 13:05:02,435:	[Coach] >>> TEST  @Epoch: 98   >>> 
2023-09-16 13:05:06,354:	[Wall TIME] >>> ChiefCoach.train takes 3.918009 seconds ...
2023-09-16 13:05:06,416:	[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.12046
2023-09-16 13:05:06,417:	[Coach] >>> VALID @Epoch: 99   >>> 
2023-09-16 13:05:06,417:	[Coach] >>> TEST  @Epoch: 99   >>> 
2023-09-16 13:05:10,255:	[Wall TIME] >>> ChiefCoach.train takes 3.838435 seconds ...
2023-09-16 13:05:18,609:	[Wall TIME] >>> ChiefCoach.valid takes 8.293175 seconds ...
2023-09-16 13:05:18,610:	[Coach] >>> Better ***NDCG@10*** of ***0.0581*** 
2023-09-16 13:05:18,631:	[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.11914
2023-09-16 13:05:18,631:	[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0272 || HITRATE@5 Avg: 0.0703 || HITRATE@10 Avg: 0.0969 || NDCG@5 Avg: 0.0496 || NDCG@10 Avg: 0.0581
2023-09-16 13:05:18,631:	[Coach] >>> TEST  @Epoch: 100  >>> 
2023-09-16 13:05:22,549:	[Wall TIME] >>> ChiefCoach.train takes 3.917289 seconds ...
2023-09-16 13:05:22,688:	[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.11830
2023-09-16 13:05:22,688:	[Coach] >>> VALID @Epoch: 101  >>> 
2023-09-16 13:05:22,688:	[Coach] >>> TEST  @Epoch: 101  >>> 
2023-09-16 13:05:26,486:	[Wall TIME] >>> ChiefCoach.train takes 3.798127 seconds ...
2023-09-16 13:05:26,545:	[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.11854
2023-09-16 13:05:26,545:	[Coach] >>> VALID @Epoch: 102  >>> 
2023-09-16 13:05:26,545:	[Coach] >>> TEST  @Epoch: 102  >>> 
2023-09-16 13:05:30,307:	[Wall TIME] >>> ChiefCoach.train takes 3.762220 seconds ...
2023-09-16 13:05:30,368:	[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.11900
2023-09-16 13:05:30,368:	[Coach] >>> VALID @Epoch: 103  >>> 
2023-09-16 13:05:30,368:	[Coach] >>> TEST  @Epoch: 103  >>> 
2023-09-16 13:05:34,264:	[Wall TIME] >>> ChiefCoach.train takes 3.895671 seconds ...
2023-09-16 13:05:34,348:	[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.11778
2023-09-16 13:05:34,349:	[Coach] >>> VALID @Epoch: 104  >>> 
2023-09-16 13:05:34,349:	[Coach] >>> TEST  @Epoch: 104  >>> 
2023-09-16 13:05:38,319:	[Wall TIME] >>> ChiefCoach.train takes 3.969701 seconds ...
2023-09-16 13:05:46,676:	[Wall TIME] >>> ChiefCoach.valid takes 8.272716 seconds ...
2023-09-16 13:05:46,676:	[Coach] >>> Better ***NDCG@10*** of ***0.0586*** 
2023-09-16 13:05:46,697:	[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.11620
2023-09-16 13:05:46,697:	[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0280 || HITRATE@5 Avg: 0.0709 || HITRATE@10 Avg: 0.0973 || NDCG@5 Avg: 0.0502 || NDCG@10 Avg: 0.0586
2023-09-16 13:05:46,697:	[Coach] >>> TEST  @Epoch: 105  >>> 
2023-09-16 13:05:50,557:	[Wall TIME] >>> ChiefCoach.train takes 3.860170 seconds ...
2023-09-16 13:05:50,619:	[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.11581
2023-09-16 13:05:50,619:	[Coach] >>> VALID @Epoch: 106  >>> 
2023-09-16 13:05:50,619:	[Coach] >>> TEST  @Epoch: 106  >>> 
2023-09-16 13:05:54,508:	[Wall TIME] >>> ChiefCoach.train takes 3.888423 seconds ...
2023-09-16 13:05:54,583:	[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.11522
2023-09-16 13:05:54,583:	[Coach] >>> VALID @Epoch: 107  >>> 
2023-09-16 13:05:54,583:	[Coach] >>> TEST  @Epoch: 107  >>> 
2023-09-16 13:05:58,444:	[Wall TIME] >>> ChiefCoach.train takes 3.861338 seconds ...
2023-09-16 13:05:58,506:	[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.11534
2023-09-16 13:05:58,506:	[Coach] >>> VALID @Epoch: 108  >>> 
2023-09-16 13:05:58,506:	[Coach] >>> TEST  @Epoch: 108  >>> 
2023-09-16 13:06:02,399:	[Wall TIME] >>> ChiefCoach.train takes 3.891970 seconds ...
2023-09-16 13:06:02,460:	[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.11402
2023-09-16 13:06:02,460:	[Coach] >>> VALID @Epoch: 109  >>> 
2023-09-16 13:06:02,460:	[Coach] >>> TEST  @Epoch: 109  >>> 
2023-09-16 13:06:06,461:	[Wall TIME] >>> ChiefCoach.train takes 4.000538 seconds ...
2023-09-16 13:06:14,883:	[Wall TIME] >>> ChiefCoach.valid takes 8.353916 seconds ...
2023-09-16 13:06:14,883:	[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.11320
2023-09-16 13:06:14,883:	[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0278 || HITRATE@5 Avg: 0.0701 || HITRATE@10 Avg: 0.0967 || NDCG@5 Avg: 0.0497 || NDCG@10 Avg: 0.0582
2023-09-16 13:06:14,883:	[Coach] >>> TEST  @Epoch: 110  >>> 
2023-09-16 13:06:18,809:	[Wall TIME] >>> ChiefCoach.train takes 3.925286 seconds ...
2023-09-16 13:06:18,871:	[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.11366
2023-09-16 13:06:18,871:	[Coach] >>> VALID @Epoch: 111  >>> 
2023-09-16 13:06:18,871:	[Coach] >>> TEST  @Epoch: 111  >>> 
2023-09-16 13:06:22,767:	[Wall TIME] >>> ChiefCoach.train takes 3.895973 seconds ...
2023-09-16 13:06:22,835:	[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.11257
2023-09-16 13:06:22,835:	[Coach] >>> VALID @Epoch: 112  >>> 
2023-09-16 13:06:22,835:	[Coach] >>> TEST  @Epoch: 112  >>> 
2023-09-16 13:06:26,891:	[Wall TIME] >>> ChiefCoach.train takes 4.055121 seconds ...
2023-09-16 13:06:26,956:	[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.11301
2023-09-16 13:06:26,956:	[Coach] >>> VALID @Epoch: 113  >>> 
2023-09-16 13:06:26,956:	[Coach] >>> TEST  @Epoch: 113  >>> 
2023-09-16 13:06:30,923:	[Wall TIME] >>> ChiefCoach.train takes 3.966254 seconds ...
2023-09-16 13:06:31,000:	[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.11187
2023-09-16 13:06:31,000:	[Coach] >>> VALID @Epoch: 114  >>> 
2023-09-16 13:06:31,001:	[Coach] >>> TEST  @Epoch: 114  >>> 
2023-09-16 13:06:34,900:	[Wall TIME] >>> ChiefCoach.train takes 3.899365 seconds ...
2023-09-16 13:06:43,294:	[Wall TIME] >>> ChiefCoach.valid takes 8.313678 seconds ...
2023-09-16 13:06:43,295:	[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.11134
2023-09-16 13:06:43,295:	[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0274 || HITRATE@5 Avg: 0.0705 || HITRATE@10 Avg: 0.0970 || NDCG@5 Avg: 0.0497 || NDCG@10 Avg: 0.0582
2023-09-16 13:06:43,295:	[Coach] >>> TEST  @Epoch: 115  >>> 
2023-09-16 13:06:47,101:	[Wall TIME] >>> ChiefCoach.train takes 3.805973 seconds ...
2023-09-16 13:06:47,165:	[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.11048
2023-09-16 13:06:47,166:	[Coach] >>> VALID @Epoch: 116  >>> 
2023-09-16 13:06:47,166:	[Coach] >>> TEST  @Epoch: 116  >>> 
2023-09-16 13:06:51,088:	[Wall TIME] >>> ChiefCoach.train takes 3.922156 seconds ...
2023-09-16 13:06:51,149:	[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.11001
2023-09-16 13:06:51,149:	[Coach] >>> VALID @Epoch: 117  >>> 
2023-09-16 13:06:51,149:	[Coach] >>> TEST  @Epoch: 117  >>> 
2023-09-16 13:06:55,003:	[Wall TIME] >>> ChiefCoach.train takes 3.854002 seconds ...
2023-09-16 13:06:55,065:	[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.10916
2023-09-16 13:06:55,065:	[Coach] >>> VALID @Epoch: 118  >>> 
2023-09-16 13:06:55,065:	[Coach] >>> TEST  @Epoch: 118  >>> 
2023-09-16 13:06:58,939:	[Wall TIME] >>> ChiefCoach.train takes 3.873189 seconds ...
2023-09-16 13:06:58,998:	[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.10956
2023-09-16 13:06:58,998:	[Coach] >>> VALID @Epoch: 119  >>> 
2023-09-16 13:06:58,998:	[Coach] >>> TEST  @Epoch: 119  >>> 
2023-09-16 13:07:02,887:	[Wall TIME] >>> ChiefCoach.train takes 3.888353 seconds ...
2023-09-16 13:07:11,385:	[Wall TIME] >>> ChiefCoach.valid takes 8.438742 seconds ...
2023-09-16 13:07:11,385:	[Coach] >>> Better ***NDCG@10*** of ***0.0588*** 
2023-09-16 13:07:11,406:	[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.10890
2023-09-16 13:07:11,406:	[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0280 || HITRATE@5 Avg: 0.0709 || HITRATE@10 Avg: 0.0976 || NDCG@5 Avg: 0.0502 || NDCG@10 Avg: 0.0588
2023-09-16 13:07:11,406:	[Coach] >>> TEST  @Epoch: 120  >>> 
2023-09-16 13:07:15,249:	[Wall TIME] >>> ChiefCoach.train takes 3.842397 seconds ...
2023-09-16 13:07:15,308:	[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.10797
2023-09-16 13:07:15,308:	[Coach] >>> VALID @Epoch: 121  >>> 
2023-09-16 13:07:15,308:	[Coach] >>> TEST  @Epoch: 121  >>> 
2023-09-16 13:07:19,139:	[Wall TIME] >>> ChiefCoach.train takes 3.830921 seconds ...
2023-09-16 13:07:19,198:	[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.10695
2023-09-16 13:07:19,198:	[Coach] >>> VALID @Epoch: 122  >>> 
2023-09-16 13:07:19,199:	[Coach] >>> TEST  @Epoch: 122  >>> 
2023-09-16 13:07:23,177:	[Wall TIME] >>> ChiefCoach.train takes 3.977906 seconds ...
2023-09-16 13:07:23,240:	[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.10861
2023-09-16 13:07:23,241:	[Coach] >>> VALID @Epoch: 123  >>> 
2023-09-16 13:07:23,241:	[Coach] >>> TEST  @Epoch: 123  >>> 
2023-09-16 13:07:27,151:	[Wall TIME] >>> ChiefCoach.train takes 3.910622 seconds ...
2023-09-16 13:07:27,216:	[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.10732
2023-09-16 13:07:27,216:	[Coach] >>> VALID @Epoch: 124  >>> 
2023-09-16 13:07:27,217:	[Coach] >>> TEST  @Epoch: 124  >>> 
2023-09-16 13:07:31,105:	[Wall TIME] >>> ChiefCoach.train takes 3.888096 seconds ...
2023-09-16 13:07:39,607:	[Wall TIME] >>> ChiefCoach.valid takes 8.436948 seconds ...
2023-09-16 13:07:39,608:	[Coach] >>> Better ***NDCG@10*** of ***0.0592*** 
2023-09-16 13:07:39,647:	[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.10620
2023-09-16 13:07:39,647:	[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0282 || HITRATE@5 Avg: 0.0716 || HITRATE@10 Avg: 0.0985 || NDCG@5 Avg: 0.0505 || NDCG@10 Avg: 0.0592
2023-09-16 13:07:39,647:	[Coach] >>> TEST  @Epoch: 125  >>> 
2023-09-16 13:07:43,659:	[Wall TIME] >>> ChiefCoach.train takes 4.011044 seconds ...
2023-09-16 13:07:43,801:	[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.10530
2023-09-16 13:07:43,802:	[Coach] >>> VALID @Epoch: 126  >>> 
2023-09-16 13:07:43,802:	[Coach] >>> TEST  @Epoch: 126  >>> 
2023-09-16 13:07:47,810:	[Wall TIME] >>> ChiefCoach.train takes 4.007524 seconds ...
2023-09-16 13:07:47,989:	[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.10431
2023-09-16 13:07:47,989:	[Coach] >>> VALID @Epoch: 127  >>> 
2023-09-16 13:07:47,989:	[Coach] >>> TEST  @Epoch: 127  >>> 
2023-09-16 13:07:51,820:	[Wall TIME] >>> ChiefCoach.train takes 3.830162 seconds ...
2023-09-16 13:07:51,885:	[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.10512
2023-09-16 13:07:51,885:	[Coach] >>> VALID @Epoch: 128  >>> 
2023-09-16 13:07:51,885:	[Coach] >>> TEST  @Epoch: 128  >>> 
2023-09-16 13:07:55,770:	[Wall TIME] >>> ChiefCoach.train takes 3.884303 seconds ...
2023-09-16 13:07:55,838:	[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.10453
2023-09-16 13:07:55,838:	[Coach] >>> VALID @Epoch: 129  >>> 
2023-09-16 13:07:55,838:	[Coach] >>> TEST  @Epoch: 129  >>> 
2023-09-16 13:07:59,773:	[Wall TIME] >>> ChiefCoach.train takes 3.935372 seconds ...
2023-09-16 13:08:08,313:	[Wall TIME] >>> ChiefCoach.valid takes 8.470583 seconds ...
2023-09-16 13:08:08,314:	[Coach] >>> Better ***NDCG@10*** of ***0.0596*** 
2023-09-16 13:08:08,334:	[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.10381
2023-09-16 13:08:08,335:	[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0282 || HITRATE@5 Avg: 0.0720 || HITRATE@10 Avg: 0.0991 || NDCG@5 Avg: 0.0508 || NDCG@10 Avg: 0.0596
2023-09-16 13:08:08,335:	[Coach] >>> TEST  @Epoch: 130  >>> 
2023-09-16 13:08:12,302:	[Wall TIME] >>> ChiefCoach.train takes 3.967152 seconds ...
2023-09-16 13:08:12,364:	[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.10402
2023-09-16 13:08:12,364:	[Coach] >>> VALID @Epoch: 131  >>> 
2023-09-16 13:08:12,364:	[Coach] >>> TEST  @Epoch: 131  >>> 
2023-09-16 13:08:16,434:	[Wall TIME] >>> ChiefCoach.train takes 4.069509 seconds ...
2023-09-16 13:08:16,501:	[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.10395
2023-09-16 13:08:16,501:	[Coach] >>> VALID @Epoch: 132  >>> 
2023-09-16 13:08:16,501:	[Coach] >>> TEST  @Epoch: 132  >>> 
2023-09-16 13:08:20,374:	[Wall TIME] >>> ChiefCoach.train takes 3.872332 seconds ...
2023-09-16 13:08:20,448:	[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.10299
2023-09-16 13:08:20,448:	[Coach] >>> VALID @Epoch: 133  >>> 
2023-09-16 13:08:20,448:	[Coach] >>> TEST  @Epoch: 133  >>> 
2023-09-16 13:08:24,297:	[Wall TIME] >>> ChiefCoach.train takes 3.848495 seconds ...
2023-09-16 13:08:24,363:	[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.10181
2023-09-16 13:08:24,364:	[Coach] >>> VALID @Epoch: 134  >>> 
2023-09-16 13:08:24,364:	[Coach] >>> TEST  @Epoch: 134  >>> 
2023-09-16 13:08:28,243:	[Wall TIME] >>> ChiefCoach.train takes 3.878408 seconds ...
2023-09-16 13:08:36,710:	[Wall TIME] >>> ChiefCoach.valid takes 8.295630 seconds ...
2023-09-16 13:08:36,711:	[Coach] >>> Better ***NDCG@10*** of ***0.0601*** 
2023-09-16 13:08:36,731:	[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.10193
2023-09-16 13:08:36,731:	[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0284 || HITRATE@5 Avg: 0.0723 || HITRATE@10 Avg: 0.1006 || NDCG@5 Avg: 0.0510 || NDCG@10 Avg: 0.0601
2023-09-16 13:08:36,731:	[Coach] >>> TEST  @Epoch: 135  >>> 
2023-09-16 13:08:40,597:	[Wall TIME] >>> ChiefCoach.train takes 3.864882 seconds ...
2023-09-16 13:08:40,659:	[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.10067
2023-09-16 13:08:40,660:	[Coach] >>> VALID @Epoch: 136  >>> 
2023-09-16 13:08:40,660:	[Coach] >>> TEST  @Epoch: 136  >>> 
2023-09-16 13:08:44,645:	[Wall TIME] >>> ChiefCoach.train takes 3.985483 seconds ...
2023-09-16 13:08:44,707:	[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.10118
2023-09-16 13:08:44,708:	[Coach] >>> VALID @Epoch: 137  >>> 
2023-09-16 13:08:44,708:	[Coach] >>> TEST  @Epoch: 137  >>> 
2023-09-16 13:08:48,636:	[Wall TIME] >>> ChiefCoach.train takes 3.928246 seconds ...
2023-09-16 13:08:48,709:	[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.09987
2023-09-16 13:08:48,709:	[Coach] >>> VALID @Epoch: 138  >>> 
2023-09-16 13:08:48,709:	[Coach] >>> TEST  @Epoch: 138  >>> 
2023-09-16 13:08:52,516:	[Wall TIME] >>> ChiefCoach.train takes 3.806326 seconds ...
2023-09-16 13:08:52,585:	[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.10076
2023-09-16 13:08:52,585:	[Coach] >>> VALID @Epoch: 139  >>> 
2023-09-16 13:08:52,585:	[Coach] >>> TEST  @Epoch: 139  >>> 
2023-09-16 13:08:56,500:	[Wall TIME] >>> ChiefCoach.train takes 3.914114 seconds ...
2023-09-16 13:09:05,084:	[Wall TIME] >>> ChiefCoach.valid takes 8.507248 seconds ...
2023-09-16 13:09:05,085:	[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.09894
2023-09-16 13:09:05,085:	[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0276 || HITRATE@5 Avg: 0.0729 || HITRATE@10 Avg: 0.0997 || NDCG@5 Avg: 0.0510 || NDCG@10 Avg: 0.0596
2023-09-16 13:09:05,085:	[Coach] >>> TEST  @Epoch: 140  >>> 
2023-09-16 13:09:09,039:	[Wall TIME] >>> ChiefCoach.train takes 3.953703 seconds ...
2023-09-16 13:09:09,103:	[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.09878
2023-09-16 13:09:09,103:	[Coach] >>> VALID @Epoch: 141  >>> 
2023-09-16 13:09:09,103:	[Coach] >>> TEST  @Epoch: 141  >>> 
2023-09-16 13:09:12,948:	[Wall TIME] >>> ChiefCoach.train takes 3.844030 seconds ...
2023-09-16 13:09:13,021:	[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.09941
2023-09-16 13:09:13,021:	[Coach] >>> VALID @Epoch: 142  >>> 
2023-09-16 13:09:13,022:	[Coach] >>> TEST  @Epoch: 142  >>> 
2023-09-16 13:09:16,985:	[Wall TIME] >>> ChiefCoach.train takes 3.963123 seconds ...
2023-09-16 13:09:17,044:	[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.09895
2023-09-16 13:09:17,044:	[Coach] >>> VALID @Epoch: 143  >>> 
2023-09-16 13:09:17,044:	[Coach] >>> TEST  @Epoch: 143  >>> 
2023-09-16 13:09:20,896:	[Wall TIME] >>> ChiefCoach.train takes 3.851316 seconds ...
2023-09-16 13:09:20,966:	[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.09792
2023-09-16 13:09:20,966:	[Coach] >>> VALID @Epoch: 144  >>> 
2023-09-16 13:09:20,966:	[Coach] >>> TEST  @Epoch: 144  >>> 
2023-09-16 13:09:24,825:	[Wall TIME] >>> ChiefCoach.train takes 3.858075 seconds ...
2023-09-16 13:09:33,237:	[Wall TIME] >>> ChiefCoach.valid takes 8.336689 seconds ...
2023-09-16 13:09:33,238:	[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.09743
2023-09-16 13:09:33,238:	[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0287 || HITRATE@5 Avg: 0.0717 || HITRATE@10 Avg: 0.1002 || NDCG@5 Avg: 0.0509 || NDCG@10 Avg: 0.0601
2023-09-16 13:09:33,238:	[Coach] >>> TEST  @Epoch: 145  >>> 
2023-09-16 13:09:37,258:	[Wall TIME] >>> ChiefCoach.train takes 4.019421 seconds ...
2023-09-16 13:09:37,322:	[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.09678
2023-09-16 13:09:37,322:	[Coach] >>> VALID @Epoch: 146  >>> 
2023-09-16 13:09:37,322:	[Coach] >>> TEST  @Epoch: 146  >>> 
2023-09-16 13:09:41,184:	[Wall TIME] >>> ChiefCoach.train takes 3.861467 seconds ...
2023-09-16 13:09:41,248:	[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.09607
2023-09-16 13:09:41,248:	[Coach] >>> VALID @Epoch: 147  >>> 
2023-09-16 13:09:41,248:	[Coach] >>> TEST  @Epoch: 147  >>> 
2023-09-16 13:09:45,141:	[Wall TIME] >>> ChiefCoach.train takes 3.892602 seconds ...
2023-09-16 13:09:45,200:	[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.09546
2023-09-16 13:09:45,200:	[Coach] >>> VALID @Epoch: 148  >>> 
2023-09-16 13:09:45,200:	[Coach] >>> TEST  @Epoch: 148  >>> 
2023-09-16 13:09:49,239:	[Wall TIME] >>> ChiefCoach.train takes 4.038051 seconds ...
2023-09-16 13:09:49,318:	[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.09648
2023-09-16 13:09:49,318:	[Coach] >>> VALID @Epoch: 149  >>> 
2023-09-16 13:09:49,318:	[Coach] >>> TEST  @Epoch: 149  >>> 
2023-09-16 13:09:53,231:	[Wall TIME] >>> ChiefCoach.train takes 3.912995 seconds ...
2023-09-16 13:10:01,828:	[Wall TIME] >>> ChiefCoach.valid takes 8.530469 seconds ...
2023-09-16 13:10:01,829:	[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.09616
2023-09-16 13:10:01,829:	[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0285 || HITRATE@5 Avg: 0.0722 || HITRATE@10 Avg: 0.1001 || NDCG@5 Avg: 0.0511 || NDCG@10 Avg: 0.0601
2023-09-16 13:10:01,829:	[Coach] >>> TEST  @Epoch: 150  >>> 
2023-09-16 13:10:05,733:	[Wall TIME] >>> ChiefCoach.train takes 3.904275 seconds ...
2023-09-16 13:10:05,806:	[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.09434
2023-09-16 13:10:05,806:	[Coach] >>> VALID @Epoch: 151  >>> 
2023-09-16 13:10:05,806:	[Coach] >>> TEST  @Epoch: 151  >>> 
2023-09-16 13:10:09,733:	[Wall TIME] >>> ChiefCoach.train takes 3.926848 seconds ...
2023-09-16 13:10:09,801:	[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.09356
2023-09-16 13:10:09,801:	[Coach] >>> VALID @Epoch: 152  >>> 
2023-09-16 13:10:09,801:	[Coach] >>> TEST  @Epoch: 152  >>> 
2023-09-16 13:10:13,654:	[Wall TIME] >>> ChiefCoach.train takes 3.852885 seconds ...
2023-09-16 13:10:13,823:	[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.09394
2023-09-16 13:10:13,823:	[Coach] >>> VALID @Epoch: 153  >>> 
2023-09-16 13:10:13,823:	[Coach] >>> TEST  @Epoch: 153  >>> 
2023-09-16 13:10:17,795:	[Wall TIME] >>> ChiefCoach.train takes 3.971751 seconds ...
2023-09-16 13:10:17,872:	[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.09379
2023-09-16 13:10:17,873:	[Coach] >>> VALID @Epoch: 154  >>> 
2023-09-16 13:10:17,873:	[Coach] >>> TEST  @Epoch: 154  >>> 
2023-09-16 13:10:21,896:	[Wall TIME] >>> ChiefCoach.train takes 4.023651 seconds ...
2023-09-16 13:10:30,351:	[Wall TIME] >>> ChiefCoach.valid takes 8.393431 seconds ...
2023-09-16 13:10:30,352:	[Coach] >>> Better ***NDCG@10*** of ***0.0603*** 
2023-09-16 13:10:30,382:	[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.09338
2023-09-16 13:10:30,382:	[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0282 || HITRATE@5 Avg: 0.0728 || HITRATE@10 Avg: 0.1007 || NDCG@5 Avg: 0.0513 || NDCG@10 Avg: 0.0603
2023-09-16 13:10:30,382:	[Coach] >>> TEST  @Epoch: 155  >>> 
2023-09-16 13:10:34,379:	[Wall TIME] >>> ChiefCoach.train takes 3.996009 seconds ...
2023-09-16 13:10:34,445:	[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.09254
2023-09-16 13:10:34,446:	[Coach] >>> VALID @Epoch: 156  >>> 
2023-09-16 13:10:34,446:	[Coach] >>> TEST  @Epoch: 156  >>> 
2023-09-16 13:10:38,396:	[Wall TIME] >>> ChiefCoach.train takes 3.950251 seconds ...
2023-09-16 13:10:38,467:	[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.09262
2023-09-16 13:10:38,467:	[Coach] >>> VALID @Epoch: 157  >>> 
2023-09-16 13:10:38,467:	[Coach] >>> TEST  @Epoch: 157  >>> 
2023-09-16 13:10:42,350:	[Wall TIME] >>> ChiefCoach.train takes 3.883084 seconds ...
2023-09-16 13:10:42,432:	[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.09213
2023-09-16 13:10:42,433:	[Coach] >>> VALID @Epoch: 158  >>> 
2023-09-16 13:10:42,433:	[Coach] >>> TEST  @Epoch: 158  >>> 
2023-09-16 13:10:46,207:	[Wall TIME] >>> ChiefCoach.train takes 3.774137 seconds ...
2023-09-16 13:10:46,273:	[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.09183
2023-09-16 13:10:46,273:	[Coach] >>> VALID @Epoch: 159  >>> 
2023-09-16 13:10:46,273:	[Coach] >>> TEST  @Epoch: 159  >>> 
2023-09-16 13:10:50,169:	[Wall TIME] >>> ChiefCoach.train takes 3.895160 seconds ...
2023-09-16 13:10:58,575:	[Wall TIME] >>> ChiefCoach.valid takes 8.323287 seconds ...
2023-09-16 13:10:58,576:	[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.09214
2023-09-16 13:10:58,576:	[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0282 || HITRATE@5 Avg: 0.0737 || HITRATE@10 Avg: 0.1007 || NDCG@5 Avg: 0.0516 || NDCG@10 Avg: 0.0602
2023-09-16 13:10:58,576:	[Coach] >>> TEST  @Epoch: 160  >>> 
2023-09-16 13:11:02,526:	[Wall TIME] >>> ChiefCoach.train takes 3.950028 seconds ...
2023-09-16 13:11:02,588:	[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.09114
2023-09-16 13:11:02,588:	[Coach] >>> VALID @Epoch: 161  >>> 
2023-09-16 13:11:02,589:	[Coach] >>> TEST  @Epoch: 161  >>> 
2023-09-16 13:11:06,545:	[Wall TIME] >>> ChiefCoach.train takes 3.956030 seconds ...
2023-09-16 13:11:06,632:	[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.09101
2023-09-16 13:11:06,632:	[Coach] >>> VALID @Epoch: 162  >>> 
2023-09-16 13:11:06,633:	[Coach] >>> TEST  @Epoch: 162  >>> 
2023-09-16 13:11:10,469:	[Wall TIME] >>> ChiefCoach.train takes 3.836550 seconds ...
2023-09-16 13:11:10,531:	[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.09071
2023-09-16 13:11:10,531:	[Coach] >>> VALID @Epoch: 163  >>> 
2023-09-16 13:11:10,531:	[Coach] >>> TEST  @Epoch: 163  >>> 
2023-09-16 13:11:14,413:	[Wall TIME] >>> ChiefCoach.train takes 3.882088 seconds ...
2023-09-16 13:11:14,474:	[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.09028
2023-09-16 13:11:14,475:	[Coach] >>> VALID @Epoch: 164  >>> 
2023-09-16 13:11:14,475:	[Coach] >>> TEST  @Epoch: 164  >>> 
2023-09-16 13:11:18,391:	[Wall TIME] >>> ChiefCoach.train takes 3.915791 seconds ...
2023-09-16 13:11:26,818:	[Wall TIME] >>> ChiefCoach.valid takes 8.363449 seconds ...
2023-09-16 13:11:26,818:	[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.09000
2023-09-16 13:11:26,819:	[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0283 || HITRATE@5 Avg: 0.0741 || HITRATE@10 Avg: 0.1002 || NDCG@5 Avg: 0.0519 || NDCG@10 Avg: 0.0603
2023-09-16 13:11:26,819:	[Coach] >>> TEST  @Epoch: 165  >>> 
2023-09-16 13:11:30,788:	[Wall TIME] >>> ChiefCoach.train takes 3.968672 seconds ...
2023-09-16 13:11:30,872:	[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.08923
2023-09-16 13:11:30,872:	[Coach] >>> VALID @Epoch: 166  >>> 
2023-09-16 13:11:30,872:	[Coach] >>> TEST  @Epoch: 166  >>> 
2023-09-16 13:11:34,723:	[Wall TIME] >>> ChiefCoach.train takes 3.850610 seconds ...
2023-09-16 13:11:34,795:	[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.08931
2023-09-16 13:11:34,796:	[Coach] >>> VALID @Epoch: 167  >>> 
2023-09-16 13:11:34,796:	[Coach] >>> TEST  @Epoch: 167  >>> 
2023-09-16 13:11:38,625:	[Wall TIME] >>> ChiefCoach.train takes 3.829294 seconds ...
2023-09-16 13:11:38,686:	[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.08840
2023-09-16 13:11:38,686:	[Coach] >>> VALID @Epoch: 168  >>> 
2023-09-16 13:11:38,686:	[Coach] >>> TEST  @Epoch: 168  >>> 
2023-09-16 13:11:42,573:	[Wall TIME] >>> ChiefCoach.train takes 3.886265 seconds ...
2023-09-16 13:11:42,635:	[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.08779
2023-09-16 13:11:42,635:	[Coach] >>> VALID @Epoch: 169  >>> 
2023-09-16 13:11:42,635:	[Coach] >>> TEST  @Epoch: 169  >>> 
2023-09-16 13:11:46,515:	[Wall TIME] >>> ChiefCoach.train takes 3.879836 seconds ...
2023-09-16 13:11:54,904:	[Wall TIME] >>> ChiefCoach.valid takes 8.324407 seconds ...
2023-09-16 13:11:54,904:	[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.08830
2023-09-16 13:11:54,904:	[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0278 || HITRATE@5 Avg: 0.0745 || HITRATE@10 Avg: 0.1001 || NDCG@5 Avg: 0.0518 || NDCG@10 Avg: 0.0600
2023-09-16 13:11:54,905:	[Coach] >>> TEST  @Epoch: 170  >>> 
2023-09-16 13:11:58,903:	[Wall TIME] >>> ChiefCoach.train takes 3.997890 seconds ...
2023-09-16 13:11:59,099:	[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.08768
2023-09-16 13:11:59,099:	[Coach] >>> VALID @Epoch: 171  >>> 
2023-09-16 13:11:59,099:	[Coach] >>> TEST  @Epoch: 171  >>> 
2023-09-16 13:12:02,987:	[Wall TIME] >>> ChiefCoach.train takes 3.887673 seconds ...
2023-09-16 13:12:03,114:	[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.08716
2023-09-16 13:12:03,114:	[Coach] >>> VALID @Epoch: 172  >>> 
2023-09-16 13:12:03,114:	[Coach] >>> TEST  @Epoch: 172  >>> 
2023-09-16 13:12:07,044:	[Wall TIME] >>> ChiefCoach.train takes 3.930006 seconds ...
2023-09-16 13:12:07,105:	[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.08703
2023-09-16 13:12:07,105:	[Coach] >>> VALID @Epoch: 173  >>> 
2023-09-16 13:12:07,105:	[Coach] >>> TEST  @Epoch: 173  >>> 
2023-09-16 13:12:10,973:	[Wall TIME] >>> ChiefCoach.train takes 3.867408 seconds ...
2023-09-16 13:12:11,055:	[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.08653
2023-09-16 13:12:11,055:	[Coach] >>> VALID @Epoch: 174  >>> 
2023-09-16 13:12:11,055:	[Coach] >>> TEST  @Epoch: 174  >>> 
2023-09-16 13:12:14,892:	[Wall TIME] >>> ChiefCoach.train takes 3.836716 seconds ...
2023-09-16 13:12:23,270:	[Wall TIME] >>> ChiefCoach.valid takes 8.319124 seconds ...
2023-09-16 13:12:23,271:	[Coach] >>> Better ***NDCG@10*** of ***0.0610*** 
2023-09-16 13:12:23,292:	[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.08559
2023-09-16 13:12:23,292:	[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0288 || HITRATE@5 Avg: 0.0740 || HITRATE@10 Avg: 0.1015 || NDCG@5 Avg: 0.0522 || NDCG@10 Avg: 0.0610
2023-09-16 13:12:23,292:	[Coach] >>> TEST  @Epoch: 175  >>> 
2023-09-16 13:12:27,300:	[Wall TIME] >>> ChiefCoach.train takes 4.007721 seconds ...
2023-09-16 13:12:27,373:	[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.08622
2023-09-16 13:12:27,373:	[Coach] >>> VALID @Epoch: 176  >>> 
2023-09-16 13:12:27,373:	[Coach] >>> TEST  @Epoch: 176  >>> 
2023-09-16 13:12:31,437:	[Wall TIME] >>> ChiefCoach.train takes 4.063925 seconds ...
2023-09-16 13:12:31,508:	[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.08480
2023-09-16 13:12:31,508:	[Coach] >>> VALID @Epoch: 177  >>> 
2023-09-16 13:12:31,509:	[Coach] >>> TEST  @Epoch: 177  >>> 
2023-09-16 13:12:35,545:	[Wall TIME] >>> ChiefCoach.train takes 4.036457 seconds ...
2023-09-16 13:12:35,632:	[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.08490
2023-09-16 13:12:35,632:	[Coach] >>> VALID @Epoch: 178  >>> 
2023-09-16 13:12:35,632:	[Coach] >>> TEST  @Epoch: 178  >>> 
2023-09-16 13:12:39,567:	[Wall TIME] >>> ChiefCoach.train takes 3.934775 seconds ...
2023-09-16 13:12:39,652:	[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.08444
2023-09-16 13:12:39,652:	[Coach] >>> VALID @Epoch: 179  >>> 
2023-09-16 13:12:39,652:	[Coach] >>> TEST  @Epoch: 179  >>> 
2023-09-16 13:12:43,495:	[Wall TIME] >>> ChiefCoach.train takes 3.842492 seconds ...
2023-09-16 13:12:51,892:	[Wall TIME] >>> ChiefCoach.valid takes 8.319180 seconds ...
2023-09-16 13:12:51,893:	[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.08403
2023-09-16 13:12:51,893:	[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0280 || HITRATE@5 Avg: 0.0750 || HITRATE@10 Avg: 0.1013 || NDCG@5 Avg: 0.0521 || NDCG@10 Avg: 0.0606
2023-09-16 13:12:51,893:	[Coach] >>> TEST  @Epoch: 180  >>> 
2023-09-16 13:12:55,661:	[Wall TIME] >>> ChiefCoach.train takes 3.768129 seconds ...
2023-09-16 13:12:55,722:	[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.08377
2023-09-16 13:12:55,723:	[Coach] >>> VALID @Epoch: 181  >>> 
2023-09-16 13:12:55,723:	[Coach] >>> TEST  @Epoch: 181  >>> 
2023-09-16 13:12:59,712:	[Wall TIME] >>> ChiefCoach.train takes 3.989371 seconds ...
2023-09-16 13:12:59,779:	[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.08359
2023-09-16 13:12:59,779:	[Coach] >>> VALID @Epoch: 182  >>> 
2023-09-16 13:12:59,779:	[Coach] >>> TEST  @Epoch: 182  >>> 
2023-09-16 13:13:03,658:	[Wall TIME] >>> ChiefCoach.train takes 3.878899 seconds ...
2023-09-16 13:13:03,722:	[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.08395
2023-09-16 13:13:03,722:	[Coach] >>> VALID @Epoch: 183  >>> 
2023-09-16 13:13:03,722:	[Coach] >>> TEST  @Epoch: 183  >>> 
2023-09-16 13:13:07,610:	[Wall TIME] >>> ChiefCoach.train takes 3.887138 seconds ...
2023-09-16 13:13:07,673:	[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.08351
2023-09-16 13:13:07,673:	[Coach] >>> VALID @Epoch: 184  >>> 
2023-09-16 13:13:07,673:	[Coach] >>> TEST  @Epoch: 184  >>> 
2023-09-16 13:13:11,565:	[Wall TIME] >>> ChiefCoach.train takes 3.891448 seconds ...
2023-09-16 13:13:20,058:	[Wall TIME] >>> ChiefCoach.valid takes 8.415141 seconds ...
2023-09-16 13:13:20,059:	[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.08317
2023-09-16 13:13:20,059:	[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0286 || HITRATE@5 Avg: 0.0748 || HITRATE@10 Avg: 0.1016 || NDCG@5 Avg: 0.0523 || NDCG@10 Avg: 0.0610
2023-09-16 13:13:20,059:	[Coach] >>> TEST  @Epoch: 185  >>> 
2023-09-16 13:13:23,925:	[Wall TIME] >>> ChiefCoach.train takes 3.865785 seconds ...
2023-09-16 13:13:23,998:	[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.08194
2023-09-16 13:13:23,998:	[Coach] >>> VALID @Epoch: 186  >>> 
2023-09-16 13:13:23,998:	[Coach] >>> TEST  @Epoch: 186  >>> 
2023-09-16 13:13:27,940:	[Wall TIME] >>> ChiefCoach.train takes 3.941663 seconds ...
2023-09-16 13:13:28,010:	[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.08227
2023-09-16 13:13:28,010:	[Coach] >>> VALID @Epoch: 187  >>> 
2023-09-16 13:13:28,010:	[Coach] >>> TEST  @Epoch: 187  >>> 
2023-09-16 13:13:31,938:	[Wall TIME] >>> ChiefCoach.train takes 3.927421 seconds ...
2023-09-16 13:13:32,001:	[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.08110
2023-09-16 13:13:32,001:	[Coach] >>> VALID @Epoch: 188  >>> 
2023-09-16 13:13:32,001:	[Coach] >>> TEST  @Epoch: 188  >>> 
2023-09-16 13:13:35,863:	[Wall TIME] >>> ChiefCoach.train takes 3.861912 seconds ...
2023-09-16 13:13:35,925:	[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.08117
2023-09-16 13:13:35,926:	[Coach] >>> VALID @Epoch: 189  >>> 
2023-09-16 13:13:35,926:	[Coach] >>> TEST  @Epoch: 189  >>> 
2023-09-16 13:13:39,904:	[Wall TIME] >>> ChiefCoach.train takes 3.978019 seconds ...
2023-09-16 13:13:48,300:	[Wall TIME] >>> ChiefCoach.valid takes 8.330723 seconds ...
2023-09-16 13:13:48,301:	[Coach] >>> Better ***NDCG@10*** of ***0.0615*** 
2023-09-16 13:13:48,321:	[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.08103
2023-09-16 13:13:48,321:	[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0289 || HITRATE@5 Avg: 0.0754 || HITRATE@10 Avg: 0.1023 || NDCG@5 Avg: 0.0528 || NDCG@10 Avg: 0.0615
2023-09-16 13:13:48,321:	[Coach] >>> TEST  @Epoch: 190  >>> 
2023-09-16 13:13:52,160:	[Wall TIME] >>> ChiefCoach.train takes 3.838552 seconds ...
2023-09-16 13:13:52,220:	[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.08101
2023-09-16 13:13:52,220:	[Coach] >>> VALID @Epoch: 191  >>> 
2023-09-16 13:13:52,220:	[Coach] >>> TEST  @Epoch: 191  >>> 
2023-09-16 13:13:56,218:	[Wall TIME] >>> ChiefCoach.train takes 3.997644 seconds ...
2023-09-16 13:13:56,344:	[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.08082
2023-09-16 13:13:56,344:	[Coach] >>> VALID @Epoch: 192  >>> 
2023-09-16 13:13:56,345:	[Coach] >>> TEST  @Epoch: 192  >>> 
2023-09-16 13:14:00,284:	[Wall TIME] >>> ChiefCoach.train takes 3.938922 seconds ...
2023-09-16 13:14:00,426:	[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.08016
2023-09-16 13:14:00,426:	[Coach] >>> VALID @Epoch: 193  >>> 
2023-09-16 13:14:00,426:	[Coach] >>> TEST  @Epoch: 193  >>> 
2023-09-16 13:14:04,323:	[Wall TIME] >>> ChiefCoach.train takes 3.896380 seconds ...
2023-09-16 13:14:04,384:	[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.07905
2023-09-16 13:14:04,384:	[Coach] >>> VALID @Epoch: 194  >>> 
2023-09-16 13:14:04,384:	[Coach] >>> TEST  @Epoch: 194  >>> 
2023-09-16 13:14:08,334:	[Wall TIME] >>> ChiefCoach.train takes 3.949226 seconds ...
2023-09-16 13:14:16,786:	[Wall TIME] >>> ChiefCoach.valid takes 8.389592 seconds ...
2023-09-16 13:14:16,787:	[Coach] >>> Better ***NDCG@10*** of ***0.0618*** 
2023-09-16 13:14:16,817:	[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.07856
2023-09-16 13:14:16,817:	[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0299 || HITRATE@5 Avg: 0.0752 || HITRATE@10 Avg: 0.1022 || NDCG@5 Avg: 0.0531 || NDCG@10 Avg: 0.0618
2023-09-16 13:14:16,817:	[Coach] >>> TEST  @Epoch: 195  >>> 
2023-09-16 13:14:20,647:	[Wall TIME] >>> ChiefCoach.train takes 3.829608 seconds ...
2023-09-16 13:14:20,707:	[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.08003
2023-09-16 13:14:20,707:	[Coach] >>> VALID @Epoch: 196  >>> 
2023-09-16 13:14:20,707:	[Coach] >>> TEST  @Epoch: 196  >>> 
2023-09-16 13:14:24,605:	[Wall TIME] >>> ChiefCoach.train takes 3.898520 seconds ...
2023-09-16 13:14:24,669:	[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.07844
2023-09-16 13:14:24,669:	[Coach] >>> VALID @Epoch: 197  >>> 
2023-09-16 13:14:24,669:	[Coach] >>> TEST  @Epoch: 197  >>> 
2023-09-16 13:14:28,587:	[Wall TIME] >>> ChiefCoach.train takes 3.917768 seconds ...
2023-09-16 13:14:28,649:	[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.07793
2023-09-16 13:14:28,649:	[Coach] >>> VALID @Epoch: 198  >>> 
2023-09-16 13:14:28,649:	[Coach] >>> TEST  @Epoch: 198  >>> 
2023-09-16 13:14:32,669:	[Wall TIME] >>> ChiefCoach.train takes 4.019333 seconds ...
2023-09-16 13:14:32,730:	[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.07836
2023-09-16 13:14:32,730:	[Coach] >>> VALID @Epoch: 199  >>> 
2023-09-16 13:14:32,730:	[Coach] >>> TEST  @Epoch: 199  >>> 
2023-09-16 13:14:36,636:	[Wall TIME] >>> ChiefCoach.train takes 3.905120 seconds ...
2023-09-16 13:14:45,114:	[Wall TIME] >>> ChiefCoach.valid takes 8.414904 seconds ...
2023-09-16 13:14:45,115:	[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.07817
2023-09-16 13:14:45,115:	[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0290 || HITRATE@5 Avg: 0.0749 || HITRATE@10 Avg: 0.1022 || NDCG@5 Avg: 0.0527 || NDCG@10 Avg: 0.0615
2023-09-16 13:14:45,115:	[Coach] >>> TEST  @Epoch: 200  >>> 
2023-09-16 13:14:48,962:	[Wall TIME] >>> ChiefCoach.train takes 3.847152 seconds ...
2023-09-16 13:14:49,031:	[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.07777
2023-09-16 13:14:49,031:	[Coach] >>> VALID @Epoch: 201  >>> 
2023-09-16 13:14:49,031:	[Coach] >>> TEST  @Epoch: 201  >>> 
2023-09-16 13:14:52,892:	[Wall TIME] >>> ChiefCoach.train takes 3.860287 seconds ...
2023-09-16 13:14:52,954:	[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.07726
2023-09-16 13:14:52,954:	[Coach] >>> VALID @Epoch: 202  >>> 
2023-09-16 13:14:52,955:	[Coach] >>> TEST  @Epoch: 202  >>> 
2023-09-16 13:14:56,911:	[Wall TIME] >>> ChiefCoach.train takes 3.956446 seconds ...
2023-09-16 13:14:56,973:	[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.07824
2023-09-16 13:14:56,974:	[Coach] >>> VALID @Epoch: 203  >>> 
2023-09-16 13:14:56,974:	[Coach] >>> TEST  @Epoch: 203  >>> 
2023-09-16 13:15:00,892:	[Wall TIME] >>> ChiefCoach.train takes 3.918278 seconds ...
2023-09-16 13:15:00,961:	[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.07724
2023-09-16 13:15:00,962:	[Coach] >>> VALID @Epoch: 204  >>> 
2023-09-16 13:15:00,962:	[Coach] >>> TEST  @Epoch: 204  >>> 
2023-09-16 13:15:04,863:	[Wall TIME] >>> ChiefCoach.train takes 3.900961 seconds ...
2023-09-16 13:15:13,316:	[Wall TIME] >>> ChiefCoach.valid takes 8.389125 seconds ...
2023-09-16 13:15:13,317:	[Coach] >>> Better ***NDCG@10*** of ***0.0623*** 
2023-09-16 13:15:13,337:	[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.07688
2023-09-16 13:15:13,337:	[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0291 || HITRATE@5 Avg: 0.0762 || HITRATE@10 Avg: 0.1034 || NDCG@5 Avg: 0.0535 || NDCG@10 Avg: 0.0623
2023-09-16 13:15:13,337:	[Coach] >>> TEST  @Epoch: 205  >>> 
2023-09-16 13:15:17,174:	[Wall TIME] >>> ChiefCoach.train takes 3.836498 seconds ...
2023-09-16 13:15:17,234:	[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.07556
2023-09-16 13:15:17,234:	[Coach] >>> VALID @Epoch: 206  >>> 
2023-09-16 13:15:17,235:	[Coach] >>> TEST  @Epoch: 206  >>> 
2023-09-16 13:15:21,143:	[Wall TIME] >>> ChiefCoach.train takes 3.907760 seconds ...
2023-09-16 13:15:21,206:	[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.07559
2023-09-16 13:15:21,206:	[Coach] >>> VALID @Epoch: 207  >>> 
2023-09-16 13:15:21,206:	[Coach] >>> TEST  @Epoch: 207  >>> 
2023-09-16 13:15:25,125:	[Wall TIME] >>> ChiefCoach.train takes 3.919135 seconds ...
2023-09-16 13:15:25,193:	[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.07578
2023-09-16 13:15:25,194:	[Coach] >>> VALID @Epoch: 208  >>> 
2023-09-16 13:15:25,194:	[Coach] >>> TEST  @Epoch: 208  >>> 
2023-09-16 13:15:29,055:	[Wall TIME] >>> ChiefCoach.train takes 3.860881 seconds ...
2023-09-16 13:15:29,116:	[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.07578
2023-09-16 13:15:29,117:	[Coach] >>> VALID @Epoch: 209  >>> 
2023-09-16 13:15:29,117:	[Coach] >>> TEST  @Epoch: 209  >>> 
2023-09-16 13:15:33,052:	[Wall TIME] >>> ChiefCoach.train takes 3.934736 seconds ...
2023-09-16 13:15:41,402:	[Wall TIME] >>> ChiefCoach.valid takes 8.289063 seconds ...
2023-09-16 13:15:41,403:	[Coach] >>> Better ***NDCG@10*** of ***0.0624*** 
2023-09-16 13:15:41,425:	[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.07485
2023-09-16 13:15:41,425:	[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0295 || HITRATE@5 Avg: 0.0765 || HITRATE@10 Avg: 0.1036 || NDCG@5 Avg: 0.0537 || NDCG@10 Avg: 0.0624
2023-09-16 13:15:41,425:	[Coach] >>> TEST  @Epoch: 210  >>> 
2023-09-16 13:15:45,247:	[Wall TIME] >>> ChiefCoach.train takes 3.821862 seconds ...
2023-09-16 13:15:45,306:	[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.07397
2023-09-16 13:15:45,306:	[Coach] >>> VALID @Epoch: 211  >>> 
2023-09-16 13:15:45,306:	[Coach] >>> TEST  @Epoch: 211  >>> 
2023-09-16 13:15:49,258:	[Wall TIME] >>> ChiefCoach.train takes 3.951362 seconds ...
2023-09-16 13:15:49,324:	[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.07466
2023-09-16 13:15:49,324:	[Coach] >>> VALID @Epoch: 212  >>> 
2023-09-16 13:15:49,324:	[Coach] >>> TEST  @Epoch: 212  >>> 
2023-09-16 13:15:53,205:	[Wall TIME] >>> ChiefCoach.train takes 3.881079 seconds ...
2023-09-16 13:15:53,264:	[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.07439
2023-09-16 13:15:53,264:	[Coach] >>> VALID @Epoch: 213  >>> 
2023-09-16 13:15:53,264:	[Coach] >>> TEST  @Epoch: 213  >>> 
2023-09-16 13:15:57,168:	[Wall TIME] >>> ChiefCoach.train takes 3.903567 seconds ...
2023-09-16 13:15:57,229:	[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.07435
2023-09-16 13:15:57,230:	[Coach] >>> VALID @Epoch: 214  >>> 
2023-09-16 13:15:57,230:	[Coach] >>> TEST  @Epoch: 214  >>> 
2023-09-16 13:16:01,122:	[Wall TIME] >>> ChiefCoach.train takes 3.891773 seconds ...
2023-09-16 13:16:09,559:	[Wall TIME] >>> ChiefCoach.valid takes 8.367919 seconds ...
2023-09-16 13:16:09,560:	[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.07387
2023-09-16 13:16:09,560:	[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0294 || HITRATE@5 Avg: 0.0759 || HITRATE@10 Avg: 0.1034 || NDCG@5 Avg: 0.0534 || NDCG@10 Avg: 0.0623
2023-09-16 13:16:09,560:	[Coach] >>> TEST  @Epoch: 215  >>> 
2023-09-16 13:16:13,478:	[Wall TIME] >>> ChiefCoach.train takes 3.918056 seconds ...
2023-09-16 13:16:13,542:	[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.07302
2023-09-16 13:16:13,542:	[Coach] >>> VALID @Epoch: 216  >>> 
2023-09-16 13:16:13,543:	[Coach] >>> TEST  @Epoch: 216  >>> 
2023-09-16 13:16:17,489:	[Wall TIME] >>> ChiefCoach.train takes 3.946457 seconds ...
2023-09-16 13:16:17,575:	[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.07250
2023-09-16 13:16:17,575:	[Coach] >>> VALID @Epoch: 217  >>> 
2023-09-16 13:16:17,575:	[Coach] >>> TEST  @Epoch: 217  >>> 
2023-09-16 13:16:21,536:	[Wall TIME] >>> ChiefCoach.train takes 3.960491 seconds ...
2023-09-16 13:16:21,606:	[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.07300
2023-09-16 13:16:21,606:	[Coach] >>> VALID @Epoch: 218  >>> 
2023-09-16 13:16:21,606:	[Coach] >>> TEST  @Epoch: 218  >>> 
2023-09-16 13:16:25,497:	[Wall TIME] >>> ChiefCoach.train takes 3.890863 seconds ...
2023-09-16 13:16:25,559:	[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.07232
2023-09-16 13:16:25,559:	[Coach] >>> VALID @Epoch: 219  >>> 
2023-09-16 13:16:25,559:	[Coach] >>> TEST  @Epoch: 219  >>> 
2023-09-16 13:16:29,493:	[Wall TIME] >>> ChiefCoach.train takes 3.934160 seconds ...
2023-09-16 13:16:37,938:	[Wall TIME] >>> ChiefCoach.valid takes 8.385115 seconds ...
2023-09-16 13:16:37,939:	[Coach] >>> Better ***NDCG@10*** of ***0.0625*** 
2023-09-16 13:16:37,959:	[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.07156
2023-09-16 13:16:37,960:	[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0294 || HITRATE@5 Avg: 0.0757 || HITRATE@10 Avg: 0.1036 || NDCG@5 Avg: 0.0535 || NDCG@10 Avg: 0.0625
2023-09-16 13:16:37,960:	[Coach] >>> TEST  @Epoch: 220  >>> 
2023-09-16 13:16:41,787:	[Wall TIME] >>> ChiefCoach.train takes 3.826533 seconds ...
2023-09-16 13:16:41,867:	[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.07181
2023-09-16 13:16:41,868:	[Coach] >>> VALID @Epoch: 221  >>> 
2023-09-16 13:16:41,868:	[Coach] >>> TEST  @Epoch: 221  >>> 
2023-09-16 13:16:45,792:	[Wall TIME] >>> ChiefCoach.train takes 3.924065 seconds ...
2023-09-16 13:16:45,867:	[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.07206
2023-09-16 13:16:45,867:	[Coach] >>> VALID @Epoch: 222  >>> 
2023-09-16 13:16:45,867:	[Coach] >>> TEST  @Epoch: 222  >>> 
2023-09-16 13:16:49,887:	[Wall TIME] >>> ChiefCoach.train takes 4.019687 seconds ...
2023-09-16 13:16:49,948:	[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.07149
2023-09-16 13:16:49,949:	[Coach] >>> VALID @Epoch: 223  >>> 
2023-09-16 13:16:49,949:	[Coach] >>> TEST  @Epoch: 223  >>> 
2023-09-16 13:16:53,824:	[Wall TIME] >>> ChiefCoach.train takes 3.875531 seconds ...
2023-09-16 13:16:53,890:	[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.07089
2023-09-16 13:16:53,890:	[Coach] >>> VALID @Epoch: 224  >>> 
2023-09-16 13:16:53,890:	[Coach] >>> TEST  @Epoch: 224  >>> 
2023-09-16 13:16:57,743:	[Wall TIME] >>> ChiefCoach.train takes 3.852966 seconds ...
2023-09-16 13:17:06,144:	[Wall TIME] >>> ChiefCoach.valid takes 8.339181 seconds ...
2023-09-16 13:17:06,144:	[Coach] >>> Better ***NDCG@10*** of ***0.0628*** 
2023-09-16 13:17:06,167:	[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.07114
2023-09-16 13:17:06,168:	[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0293 || HITRATE@5 Avg: 0.0766 || HITRATE@10 Avg: 0.1050 || NDCG@5 Avg: 0.0537 || NDCG@10 Avg: 0.0628
2023-09-16 13:17:06,168:	[Coach] >>> TEST  @Epoch: 225  >>> 
2023-09-16 13:17:10,027:	[Wall TIME] >>> ChiefCoach.train takes 3.859111 seconds ...
2023-09-16 13:17:10,088:	[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.07078
2023-09-16 13:17:10,088:	[Coach] >>> VALID @Epoch: 226  >>> 
2023-09-16 13:17:10,088:	[Coach] >>> TEST  @Epoch: 226  >>> 
2023-09-16 13:17:14,056:	[Wall TIME] >>> ChiefCoach.train takes 3.967427 seconds ...
2023-09-16 13:17:14,122:	[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.07163
2023-09-16 13:17:14,122:	[Coach] >>> VALID @Epoch: 227  >>> 
2023-09-16 13:17:14,122:	[Coach] >>> TEST  @Epoch: 227  >>> 
2023-09-16 13:17:18,068:	[Wall TIME] >>> ChiefCoach.train takes 3.945678 seconds ...
2023-09-16 13:17:18,130:	[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.07022
2023-09-16 13:17:18,130:	[Coach] >>> VALID @Epoch: 228  >>> 
2023-09-16 13:17:18,130:	[Coach] >>> TEST  @Epoch: 228  >>> 
2023-09-16 13:17:22,082:	[Wall TIME] >>> ChiefCoach.train takes 3.951549 seconds ...
2023-09-16 13:17:22,144:	[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.06952
2023-09-16 13:17:22,144:	[Coach] >>> VALID @Epoch: 229  >>> 
2023-09-16 13:17:22,144:	[Coach] >>> TEST  @Epoch: 229  >>> 
2023-09-16 13:17:26,066:	[Wall TIME] >>> ChiefCoach.train takes 3.921441 seconds ...
2023-09-16 13:17:34,435:	[Wall TIME] >>> ChiefCoach.valid takes 8.306732 seconds ...
2023-09-16 13:17:34,436:	[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.07015
2023-09-16 13:17:34,436:	[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0295 || HITRATE@5 Avg: 0.0768 || HITRATE@10 Avg: 0.1040 || NDCG@5 Avg: 0.0540 || NDCG@10 Avg: 0.0628
2023-09-16 13:17:34,436:	[Coach] >>> TEST  @Epoch: 230  >>> 
2023-09-16 13:17:38,309:	[Wall TIME] >>> ChiefCoach.train takes 3.872839 seconds ...
2023-09-16 13:17:38,381:	[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.06964
2023-09-16 13:17:38,381:	[Coach] >>> VALID @Epoch: 231  >>> 
2023-09-16 13:17:38,381:	[Coach] >>> TEST  @Epoch: 231  >>> 
2023-09-16 13:17:42,222:	[Wall TIME] >>> ChiefCoach.train takes 3.840658 seconds ...
2023-09-16 13:17:42,283:	[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.06911
2023-09-16 13:17:42,284:	[Coach] >>> VALID @Epoch: 232  >>> 
2023-09-16 13:17:42,284:	[Coach] >>> TEST  @Epoch: 232  >>> 
2023-09-16 13:17:46,205:	[Wall TIME] >>> ChiefCoach.train takes 3.920939 seconds ...
2023-09-16 13:17:46,269:	[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.06819
2023-09-16 13:17:46,270:	[Coach] >>> VALID @Epoch: 233  >>> 
2023-09-16 13:17:46,270:	[Coach] >>> TEST  @Epoch: 233  >>> 
2023-09-16 13:17:50,170:	[Wall TIME] >>> ChiefCoach.train takes 3.900546 seconds ...
2023-09-16 13:17:50,231:	[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.06864
2023-09-16 13:17:50,231:	[Coach] >>> VALID @Epoch: 234  >>> 
2023-09-16 13:17:50,231:	[Coach] >>> TEST  @Epoch: 234  >>> 
2023-09-16 13:17:54,211:	[Wall TIME] >>> ChiefCoach.train takes 3.980048 seconds ...
2023-09-16 13:18:02,562:	[Wall TIME] >>> ChiefCoach.valid takes 8.288561 seconds ...
2023-09-16 13:18:02,563:	[Coach] >>> Better ***NDCG@10*** of ***0.0631*** 
2023-09-16 13:18:02,583:	[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.06847
2023-09-16 13:18:02,583:	[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0301 || HITRATE@5 Avg: 0.0765 || HITRATE@10 Avg: 0.1042 || NDCG@5 Avg: 0.0542 || NDCG@10 Avg: 0.0631
2023-09-16 13:18:02,583:	[Coach] >>> TEST  @Epoch: 235  >>> 
2023-09-16 13:18:06,500:	[Wall TIME] >>> ChiefCoach.train takes 3.916610 seconds ...
2023-09-16 13:18:06,559:	[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.06752
2023-09-16 13:18:06,560:	[Coach] >>> VALID @Epoch: 236  >>> 
2023-09-16 13:18:06,560:	[Coach] >>> TEST  @Epoch: 236  >>> 
2023-09-16 13:18:10,427:	[Wall TIME] >>> ChiefCoach.train takes 3.867238 seconds ...
2023-09-16 13:18:10,490:	[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.06762
2023-09-16 13:18:10,490:	[Coach] >>> VALID @Epoch: 237  >>> 
2023-09-16 13:18:10,490:	[Coach] >>> TEST  @Epoch: 237  >>> 
2023-09-16 13:18:14,400:	[Wall TIME] >>> ChiefCoach.train takes 3.909921 seconds ...
2023-09-16 13:18:14,461:	[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.06732
2023-09-16 13:18:14,461:	[Coach] >>> VALID @Epoch: 238  >>> 
2023-09-16 13:18:14,461:	[Coach] >>> TEST  @Epoch: 238  >>> 
2023-09-16 13:18:18,347:	[Wall TIME] >>> ChiefCoach.train takes 3.885139 seconds ...
2023-09-16 13:18:18,416:	[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.06647
2023-09-16 13:18:18,416:	[Coach] >>> VALID @Epoch: 239  >>> 
2023-09-16 13:18:18,416:	[Coach] >>> TEST  @Epoch: 239  >>> 
2023-09-16 13:18:22,332:	[Wall TIME] >>> ChiefCoach.train takes 3.915795 seconds ...
2023-09-16 13:18:30,838:	[Wall TIME] >>> ChiefCoach.valid takes 8.428989 seconds ...
2023-09-16 13:18:30,839:	[Coach] >>> Better ***NDCG@10*** of ***0.0635*** 
2023-09-16 13:18:30,871:	[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.06730
2023-09-16 13:18:30,872:	[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0303 || HITRATE@5 Avg: 0.0773 || HITRATE@10 Avg: 0.1055 || NDCG@5 Avg: 0.0544 || NDCG@10 Avg: 0.0635
2023-09-16 13:18:30,872:	[Coach] >>> TEST  @Epoch: 240  >>> 
2023-09-16 13:18:34,788:	[Wall TIME] >>> ChiefCoach.train takes 3.915619 seconds ...
2023-09-16 13:18:34,847:	[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.06710
2023-09-16 13:18:34,847:	[Coach] >>> VALID @Epoch: 241  >>> 
2023-09-16 13:18:34,847:	[Coach] >>> TEST  @Epoch: 241  >>> 
2023-09-16 13:18:38,755:	[Wall TIME] >>> ChiefCoach.train takes 3.908255 seconds ...
2023-09-16 13:18:38,817:	[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.06613
2023-09-16 13:18:38,817:	[Coach] >>> VALID @Epoch: 242  >>> 
2023-09-16 13:18:38,818:	[Coach] >>> TEST  @Epoch: 242  >>> 
2023-09-16 13:18:42,783:	[Wall TIME] >>> ChiefCoach.train takes 3.965122 seconds ...
2023-09-16 13:18:42,860:	[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.06607
2023-09-16 13:18:42,861:	[Coach] >>> VALID @Epoch: 243  >>> 
2023-09-16 13:18:42,861:	[Coach] >>> TEST  @Epoch: 243  >>> 
2023-09-16 13:18:46,765:	[Wall TIME] >>> ChiefCoach.train takes 3.903880 seconds ...
2023-09-16 13:18:46,837:	[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.06573
2023-09-16 13:18:46,838:	[Coach] >>> VALID @Epoch: 244  >>> 
2023-09-16 13:18:46,838:	[Coach] >>> TEST  @Epoch: 244  >>> 
2023-09-16 13:18:50,788:	[Wall TIME] >>> ChiefCoach.train takes 3.949827 seconds ...
2023-09-16 13:18:59,142:	[Wall TIME] >>> ChiefCoach.valid takes 8.284354 seconds ...
2023-09-16 13:18:59,143:	[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.06559
2023-09-16 13:18:59,143:	[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0302 || HITRATE@5 Avg: 0.0763 || HITRATE@10 Avg: 0.1059 || NDCG@5 Avg: 0.0539 || NDCG@10 Avg: 0.0634
2023-09-16 13:18:59,143:	[Coach] >>> TEST  @Epoch: 245  >>> 
2023-09-16 13:19:02,998:	[Wall TIME] >>> ChiefCoach.train takes 3.855381 seconds ...
2023-09-16 13:19:03,060:	[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.06435
2023-09-16 13:19:03,060:	[Coach] >>> VALID @Epoch: 246  >>> 
2023-09-16 13:19:03,060:	[Coach] >>> TEST  @Epoch: 246  >>> 
2023-09-16 13:19:06,900:	[Wall TIME] >>> ChiefCoach.train takes 3.839342 seconds ...
2023-09-16 13:19:06,963:	[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.06508
2023-09-16 13:19:06,963:	[Coach] >>> VALID @Epoch: 247  >>> 
2023-09-16 13:19:06,963:	[Coach] >>> TEST  @Epoch: 247  >>> 
2023-09-16 13:19:10,900:	[Wall TIME] >>> ChiefCoach.train takes 3.936491 seconds ...
2023-09-16 13:19:10,970:	[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.06485
2023-09-16 13:19:10,971:	[Coach] >>> VALID @Epoch: 248  >>> 
2023-09-16 13:19:10,971:	[Coach] >>> TEST  @Epoch: 248  >>> 
2023-09-16 13:19:14,764:	[Wall TIME] >>> ChiefCoach.train takes 3.792860 seconds ...
2023-09-16 13:19:14,823:	[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.06444
2023-09-16 13:19:14,823:	[Coach] >>> VALID @Epoch: 249  >>> 
2023-09-16 13:19:14,823:	[Coach] >>> TEST  @Epoch: 249  >>> 
2023-09-16 13:19:18,712:	[Wall TIME] >>> ChiefCoach.train takes 3.888289 seconds ...
2023-09-16 13:19:27,113:	[Wall TIME] >>> ChiefCoach.valid takes 8.325623 seconds ...
2023-09-16 13:19:27,114:	[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.06385
2023-09-16 13:19:27,114:	[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0300 || HITRATE@5 Avg: 0.0773 || HITRATE@10 Avg: 0.1047 || NDCG@5 Avg: 0.0544 || NDCG@10 Avg: 0.0632
2023-09-16 13:19:27,114:	[Coach] >>> TEST  @Epoch: 250  >>> 
2023-09-16 13:19:30,976:	[Wall TIME] >>> ChiefCoach.train takes 3.862491 seconds ...
2023-09-16 13:19:31,037:	[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.06413
2023-09-16 13:19:31,037:	[Coach] >>> VALID @Epoch: 251  >>> 
2023-09-16 13:19:31,037:	[Coach] >>> TEST  @Epoch: 251  >>> 
2023-09-16 13:19:34,824:	[Wall TIME] >>> ChiefCoach.train takes 3.786899 seconds ...
2023-09-16 13:19:34,884:	[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.06412
2023-09-16 13:19:34,884:	[Coach] >>> VALID @Epoch: 252  >>> 
2023-09-16 13:19:34,884:	[Coach] >>> TEST  @Epoch: 252  >>> 
2023-09-16 13:19:38,786:	[Wall TIME] >>> ChiefCoach.train takes 3.901572 seconds ...
2023-09-16 13:19:38,847:	[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.06408
2023-09-16 13:19:38,847:	[Coach] >>> VALID @Epoch: 253  >>> 
2023-09-16 13:19:38,848:	[Coach] >>> TEST  @Epoch: 253  >>> 
2023-09-16 13:19:42,759:	[Wall TIME] >>> ChiefCoach.train takes 3.911685 seconds ...
2023-09-16 13:19:42,827:	[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.06286
2023-09-16 13:19:42,827:	[Coach] >>> VALID @Epoch: 254  >>> 
2023-09-16 13:19:42,827:	[Coach] >>> TEST  @Epoch: 254  >>> 
2023-09-16 13:19:46,683:	[Wall TIME] >>> ChiefCoach.train takes 3.856204 seconds ...
2023-09-16 13:19:55,074:	[Wall TIME] >>> ChiefCoach.valid takes 8.311562 seconds ...
2023-09-16 13:19:55,075:	[Coach] >>> Better ***NDCG@10*** of ***0.0636*** 
2023-09-16 13:19:55,095:	[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.06322
2023-09-16 13:19:55,096:	[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0302 || HITRATE@5 Avg: 0.0773 || HITRATE@10 Avg: 0.1055 || NDCG@5 Avg: 0.0545 || NDCG@10 Avg: 0.0636
2023-09-16 13:19:55,096:	[Coach] >>> TEST  @Epoch: 255  >>> 
2023-09-16 13:19:58,955:	[Wall TIME] >>> ChiefCoach.train takes 3.858941 seconds ...
2023-09-16 13:19:59,016:	[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.06221
2023-09-16 13:19:59,016:	[Coach] >>> VALID @Epoch: 256  >>> 
2023-09-16 13:19:59,016:	[Coach] >>> TEST  @Epoch: 256  >>> 
2023-09-16 13:20:02,980:	[Wall TIME] >>> ChiefCoach.train takes 3.963095 seconds ...
2023-09-16 13:20:03,045:	[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.06326
2023-09-16 13:20:03,046:	[Coach] >>> VALID @Epoch: 257  >>> 
2023-09-16 13:20:03,046:	[Coach] >>> TEST  @Epoch: 257  >>> 
2023-09-16 13:20:06,877:	[Wall TIME] >>> ChiefCoach.train takes 3.830915 seconds ...
2023-09-16 13:20:06,956:	[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.06268
2023-09-16 13:20:06,956:	[Coach] >>> VALID @Epoch: 258  >>> 
2023-09-16 13:20:06,956:	[Coach] >>> TEST  @Epoch: 258  >>> 
2023-09-16 13:20:10,888:	[Wall TIME] >>> ChiefCoach.train takes 3.931432 seconds ...
2023-09-16 13:20:10,952:	[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.06232
2023-09-16 13:20:10,952:	[Coach] >>> VALID @Epoch: 259  >>> 
2023-09-16 13:20:10,952:	[Coach] >>> TEST  @Epoch: 259  >>> 
2023-09-16 13:20:14,839:	[Wall TIME] >>> ChiefCoach.train takes 3.886915 seconds ...
2023-09-16 13:20:23,212:	[Wall TIME] >>> ChiefCoach.valid takes 8.307392 seconds ...
2023-09-16 13:20:23,212:	[Coach] >>> Better ***NDCG@10*** of ***0.0638*** 
2023-09-16 13:20:23,235:	[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.06162
2023-09-16 13:20:23,236:	[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0303 || HITRATE@5 Avg: 0.0781 || HITRATE@10 Avg: 0.1056 || NDCG@5 Avg: 0.0549 || NDCG@10 Avg: 0.0638
2023-09-16 13:20:23,236:	[Coach] >>> TEST  @Epoch: 260  >>> 
2023-09-16 13:20:27,095:	[Wall TIME] >>> ChiefCoach.train takes 3.858647 seconds ...
2023-09-16 13:20:27,167:	[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.06176
2023-09-16 13:20:27,167:	[Coach] >>> VALID @Epoch: 261  >>> 
2023-09-16 13:20:27,167:	[Coach] >>> TEST  @Epoch: 261  >>> 
2023-09-16 13:20:31,041:	[Wall TIME] >>> ChiefCoach.train takes 3.873531 seconds ...
2023-09-16 13:20:31,108:	[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.06107
2023-09-16 13:20:31,108:	[Coach] >>> VALID @Epoch: 262  >>> 
2023-09-16 13:20:31,108:	[Coach] >>> TEST  @Epoch: 262  >>> 
2023-09-16 13:20:34,993:	[Wall TIME] >>> ChiefCoach.train takes 3.884288 seconds ...
2023-09-16 13:20:35,053:	[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.06136
2023-09-16 13:20:35,053:	[Coach] >>> VALID @Epoch: 263  >>> 
2023-09-16 13:20:35,053:	[Coach] >>> TEST  @Epoch: 263  >>> 
2023-09-16 13:20:39,017:	[Wall TIME] >>> ChiefCoach.train takes 3.963897 seconds ...
2023-09-16 13:20:39,092:	[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.06050
2023-09-16 13:20:39,092:	[Coach] >>> VALID @Epoch: 264  >>> 
2023-09-16 13:20:39,092:	[Coach] >>> TEST  @Epoch: 264  >>> 
2023-09-16 13:20:43,026:	[Wall TIME] >>> ChiefCoach.train takes 3.933567 seconds ...
2023-09-16 13:20:51,429:	[Wall TIME] >>> ChiefCoach.valid takes 8.343716 seconds ...
2023-09-16 13:20:51,429:	[Coach] >>> Better ***NDCG@10*** of ***0.0640*** 
2023-09-16 13:20:51,450:	[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.06050
2023-09-16 13:20:51,450:	[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0310 || HITRATE@5 Avg: 0.0784 || HITRATE@10 Avg: 0.1050 || NDCG@5 Avg: 0.0555 || NDCG@10 Avg: 0.0640
2023-09-16 13:20:51,450:	[Coach] >>> TEST  @Epoch: 265  >>> 
2023-09-16 13:20:55,310:	[Wall TIME] >>> ChiefCoach.train takes 3.860130 seconds ...
2023-09-16 13:20:55,372:	[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.06033
2023-09-16 13:20:55,372:	[Coach] >>> VALID @Epoch: 266  >>> 
2023-09-16 13:20:55,372:	[Coach] >>> TEST  @Epoch: 266  >>> 
2023-09-16 13:20:59,222:	[Wall TIME] >>> ChiefCoach.train takes 3.849928 seconds ...
2023-09-16 13:20:59,311:	[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.06047
2023-09-16 13:20:59,311:	[Coach] >>> VALID @Epoch: 267  >>> 
2023-09-16 13:20:59,311:	[Coach] >>> TEST  @Epoch: 267  >>> 
2023-09-16 13:21:03,193:	[Wall TIME] >>> ChiefCoach.train takes 3.882165 seconds ...
2023-09-16 13:21:03,266:	[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.05965
2023-09-16 13:21:03,266:	[Coach] >>> VALID @Epoch: 268  >>> 
2023-09-16 13:21:03,266:	[Coach] >>> TEST  @Epoch: 268  >>> 
2023-09-16 13:21:07,309:	[Wall TIME] >>> ChiefCoach.train takes 4.043348 seconds ...
2023-09-16 13:21:07,372:	[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.06026
2023-09-16 13:21:07,372:	[Coach] >>> VALID @Epoch: 269  >>> 
2023-09-16 13:21:07,372:	[Coach] >>> TEST  @Epoch: 269  >>> 
2023-09-16 13:21:11,297:	[Wall TIME] >>> ChiefCoach.train takes 3.924435 seconds ...
2023-09-16 13:21:19,687:	[Wall TIME] >>> ChiefCoach.valid takes 8.328867 seconds ...
2023-09-16 13:21:19,688:	[Coach] >>> Better ***NDCG@10*** of ***0.0641*** 
2023-09-16 13:21:19,709:	[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.05953
2023-09-16 13:21:19,710:	[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0309 || HITRATE@5 Avg: 0.0791 || HITRATE@10 Avg: 0.1049 || NDCG@5 Avg: 0.0557 || NDCG@10 Avg: 0.0641
2023-09-16 13:21:19,710:	[Coach] >>> TEST  @Epoch: 270  >>> 
2023-09-16 13:21:23,722:	[Wall TIME] >>> ChiefCoach.train takes 4.012378 seconds ...
2023-09-16 13:21:23,786:	[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.05956
2023-09-16 13:21:23,787:	[Coach] >>> VALID @Epoch: 271  >>> 
2023-09-16 13:21:23,787:	[Coach] >>> TEST  @Epoch: 271  >>> 
2023-09-16 13:21:27,662:	[Wall TIME] >>> ChiefCoach.train takes 3.875148 seconds ...
2023-09-16 13:21:27,723:	[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.05869
2023-09-16 13:21:27,723:	[Coach] >>> VALID @Epoch: 272  >>> 
2023-09-16 13:21:27,723:	[Coach] >>> TEST  @Epoch: 272  >>> 
2023-09-16 13:21:31,637:	[Wall TIME] >>> ChiefCoach.train takes 3.913841 seconds ...
2023-09-16 13:21:31,707:	[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.05932
2023-09-16 13:21:31,708:	[Coach] >>> VALID @Epoch: 273  >>> 
2023-09-16 13:21:31,708:	[Coach] >>> TEST  @Epoch: 273  >>> 
2023-09-16 13:21:35,647:	[Wall TIME] >>> ChiefCoach.train takes 3.938711 seconds ...
2023-09-16 13:21:35,711:	[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.05779
2023-09-16 13:21:35,711:	[Coach] >>> VALID @Epoch: 274  >>> 
2023-09-16 13:21:35,711:	[Coach] >>> TEST  @Epoch: 274  >>> 
2023-09-16 13:21:39,590:	[Wall TIME] >>> ChiefCoach.train takes 3.878627 seconds ...
2023-09-16 13:21:48,034:	[Wall TIME] >>> ChiefCoach.valid takes 8.366486 seconds ...
2023-09-16 13:21:48,035:	[Coach] >>> Better ***NDCG@10*** of ***0.0643*** 
2023-09-16 13:21:48,056:	[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.05853
2023-09-16 13:21:48,056:	[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0310 || HITRATE@5 Avg: 0.0785 || HITRATE@10 Avg: 0.1058 || NDCG@5 Avg: 0.0555 || NDCG@10 Avg: 0.0643
2023-09-16 13:21:48,056:	[Coach] >>> TEST  @Epoch: 275  >>> 
2023-09-16 13:21:51,912:	[Wall TIME] >>> ChiefCoach.train takes 3.855021 seconds ...
2023-09-16 13:21:51,975:	[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.05872
2023-09-16 13:21:51,975:	[Coach] >>> VALID @Epoch: 276  >>> 
2023-09-16 13:21:51,975:	[Coach] >>> TEST  @Epoch: 276  >>> 
2023-09-16 13:21:55,896:	[Wall TIME] >>> ChiefCoach.train takes 3.920752 seconds ...
2023-09-16 13:21:56,032:	[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.05801
2023-09-16 13:21:56,033:	[Coach] >>> VALID @Epoch: 277  >>> 
2023-09-16 13:21:56,033:	[Coach] >>> TEST  @Epoch: 277  >>> 
2023-09-16 13:21:59,994:	[Wall TIME] >>> ChiefCoach.train takes 3.961018 seconds ...
2023-09-16 13:22:00,116:	[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.05769
2023-09-16 13:22:00,116:	[Coach] >>> VALID @Epoch: 278  >>> 
2023-09-16 13:22:00,116:	[Coach] >>> TEST  @Epoch: 278  >>> 
2023-09-16 13:22:04,009:	[Wall TIME] >>> ChiefCoach.train takes 3.892957 seconds ...
2023-09-16 13:22:04,074:	[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.05769
2023-09-16 13:22:04,074:	[Coach] >>> VALID @Epoch: 279  >>> 
2023-09-16 13:22:04,074:	[Coach] >>> TEST  @Epoch: 279  >>> 
2023-09-16 13:22:08,049:	[Wall TIME] >>> ChiefCoach.train takes 3.974470 seconds ...
2023-09-16 13:22:16,443:	[Wall TIME] >>> ChiefCoach.valid takes 8.327225 seconds ...
2023-09-16 13:22:16,443:	[Coach] >>> Better ***NDCG@10*** of ***0.0647*** 
2023-09-16 13:22:16,462:	[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.05772
2023-09-16 13:22:16,462:	[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0310 || HITRATE@5 Avg: 0.0784 || HITRATE@10 Avg: 0.1069 || NDCG@5 Avg: 0.0555 || NDCG@10 Avg: 0.0647
2023-09-16 13:22:16,462:	[Coach] >>> TEST  @Epoch: 280  >>> 
2023-09-16 13:22:20,247:	[Wall TIME] >>> ChiefCoach.train takes 3.784938 seconds ...
2023-09-16 13:22:20,320:	[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.05749
2023-09-16 13:22:20,321:	[Coach] >>> VALID @Epoch: 281  >>> 
2023-09-16 13:22:20,321:	[Coach] >>> TEST  @Epoch: 281  >>> 
2023-09-16 13:22:24,172:	[Wall TIME] >>> ChiefCoach.train takes 3.850682 seconds ...
2023-09-16 13:22:24,235:	[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.05716
2023-09-16 13:22:24,235:	[Coach] >>> VALID @Epoch: 282  >>> 
2023-09-16 13:22:24,235:	[Coach] >>> TEST  @Epoch: 282  >>> 
2023-09-16 13:22:28,098:	[Wall TIME] >>> ChiefCoach.train takes 3.862463 seconds ...
2023-09-16 13:22:28,165:	[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.05791
2023-09-16 13:22:28,165:	[Coach] >>> VALID @Epoch: 283  >>> 
2023-09-16 13:22:28,165:	[Coach] >>> TEST  @Epoch: 283  >>> 
2023-09-16 13:22:32,117:	[Wall TIME] >>> ChiefCoach.train takes 3.952159 seconds ...
2023-09-16 13:22:32,188:	[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.05698
2023-09-16 13:22:32,189:	[Coach] >>> VALID @Epoch: 284  >>> 
2023-09-16 13:22:32,189:	[Coach] >>> TEST  @Epoch: 284  >>> 
2023-09-16 13:22:36,175:	[Wall TIME] >>> ChiefCoach.train takes 3.985569 seconds ...
2023-09-16 13:22:44,563:	[Wall TIME] >>> ChiefCoach.valid takes 8.304771 seconds ...
2023-09-16 13:22:44,564:	[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.05602
2023-09-16 13:22:44,564:	[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0313 || HITRATE@5 Avg: 0.0786 || HITRATE@10 Avg: 0.1056 || NDCG@5 Avg: 0.0557 || NDCG@10 Avg: 0.0644
2023-09-16 13:22:44,564:	[Coach] >>> TEST  @Epoch: 285  >>> 
2023-09-16 13:22:48,545:	[Wall TIME] >>> ChiefCoach.train takes 3.980546 seconds ...
2023-09-16 13:22:48,614:	[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.05662
2023-09-16 13:22:48,614:	[Coach] >>> VALID @Epoch: 286  >>> 
2023-09-16 13:22:48,614:	[Coach] >>> TEST  @Epoch: 286  >>> 
2023-09-16 13:22:52,464:	[Wall TIME] >>> ChiefCoach.train takes 3.849642 seconds ...
2023-09-16 13:22:52,530:	[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.05642
2023-09-16 13:22:52,530:	[Coach] >>> VALID @Epoch: 287  >>> 
2023-09-16 13:22:52,530:	[Coach] >>> TEST  @Epoch: 287  >>> 
2023-09-16 13:22:56,417:	[Wall TIME] >>> ChiefCoach.train takes 3.886290 seconds ...
2023-09-16 13:22:56,481:	[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.05599
2023-09-16 13:22:56,481:	[Coach] >>> VALID @Epoch: 288  >>> 
2023-09-16 13:22:56,481:	[Coach] >>> TEST  @Epoch: 288  >>> 
2023-09-16 13:23:00,404:	[Wall TIME] >>> ChiefCoach.train takes 3.922446 seconds ...
2023-09-16 13:23:00,469:	[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.05563
2023-09-16 13:23:00,469:	[Coach] >>> VALID @Epoch: 289  >>> 
2023-09-16 13:23:00,469:	[Coach] >>> TEST  @Epoch: 289  >>> 
2023-09-16 13:23:04,404:	[Wall TIME] >>> ChiefCoach.train takes 3.934987 seconds ...
2023-09-16 13:23:12,794:	[Wall TIME] >>> ChiefCoach.valid takes 8.318710 seconds ...
2023-09-16 13:23:12,794:	[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.05578
2023-09-16 13:23:12,795:	[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0310 || HITRATE@5 Avg: 0.0780 || HITRATE@10 Avg: 0.1058 || NDCG@5 Avg: 0.0553 || NDCG@10 Avg: 0.0643
2023-09-16 13:23:12,795:	[Coach] >>> TEST  @Epoch: 290  >>> 
2023-09-16 13:23:16,835:	[Wall TIME] >>> ChiefCoach.train takes 4.040192 seconds ...
2023-09-16 13:23:16,903:	[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.05523
2023-09-16 13:23:16,904:	[Coach] >>> VALID @Epoch: 291  >>> 
2023-09-16 13:23:16,904:	[Coach] >>> TEST  @Epoch: 291  >>> 
2023-09-16 13:23:20,758:	[Wall TIME] >>> ChiefCoach.train takes 3.853915 seconds ...
2023-09-16 13:23:20,836:	[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.05501
2023-09-16 13:23:20,836:	[Coach] >>> VALID @Epoch: 292  >>> 
2023-09-16 13:23:20,836:	[Coach] >>> TEST  @Epoch: 292  >>> 
2023-09-16 13:23:24,781:	[Wall TIME] >>> ChiefCoach.train takes 3.944771 seconds ...
2023-09-16 13:23:24,858:	[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.05481
2023-09-16 13:23:24,858:	[Coach] >>> VALID @Epoch: 293  >>> 
2023-09-16 13:23:24,858:	[Coach] >>> TEST  @Epoch: 293  >>> 
2023-09-16 13:23:28,773:	[Wall TIME] >>> ChiefCoach.train takes 3.915071 seconds ...
2023-09-16 13:23:28,840:	[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.05525
2023-09-16 13:23:28,840:	[Coach] >>> VALID @Epoch: 294  >>> 
2023-09-16 13:23:28,840:	[Coach] >>> TEST  @Epoch: 294  >>> 
2023-09-16 13:23:32,718:	[Wall TIME] >>> ChiefCoach.train takes 3.877140 seconds ...
2023-09-16 13:23:41,256:	[Wall TIME] >>> ChiefCoach.valid takes 8.478636 seconds ...
2023-09-16 13:23:41,257:	[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.05483
2023-09-16 13:23:41,257:	[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0315 || HITRATE@5 Avg: 0.0777 || HITRATE@10 Avg: 0.1062 || NDCG@5 Avg: 0.0554 || NDCG@10 Avg: 0.0645
2023-09-16 13:23:41,257:	[Coach] >>> TEST  @Epoch: 295  >>> 
2023-09-16 13:23:45,028:	[Wall TIME] >>> ChiefCoach.train takes 3.770406 seconds ...
2023-09-16 13:23:45,089:	[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.05376
2023-09-16 13:23:45,089:	[Coach] >>> VALID @Epoch: 296  >>> 
2023-09-16 13:23:45,089:	[Coach] >>> TEST  @Epoch: 296  >>> 
2023-09-16 13:23:48,922:	[Wall TIME] >>> ChiefCoach.train takes 3.832343 seconds ...
2023-09-16 13:23:48,982:	[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.05322
2023-09-16 13:23:48,982:	[Coach] >>> VALID @Epoch: 297  >>> 
2023-09-16 13:23:48,982:	[Coach] >>> TEST  @Epoch: 297  >>> 
2023-09-16 13:23:52,904:	[Wall TIME] >>> ChiefCoach.train takes 3.921673 seconds ...
2023-09-16 13:23:52,968:	[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.05381
2023-09-16 13:23:52,968:	[Coach] >>> VALID @Epoch: 298  >>> 
2023-09-16 13:23:52,968:	[Coach] >>> TEST  @Epoch: 298  >>> 
2023-09-16 13:23:56,876:	[Wall TIME] >>> ChiefCoach.train takes 3.907706 seconds ...
2023-09-16 13:23:56,961:	[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.05382
2023-09-16 13:23:56,961:	[Coach] >>> VALID @Epoch: 299  >>> 
2023-09-16 13:23:56,961:	[Coach] >>> TEST  @Epoch: 299  >>> 
2023-09-16 13:24:00,838:	[Wall TIME] >>> ChiefCoach.train takes 3.876801 seconds ...
2023-09-16 13:24:09,134:	[Wall TIME] >>> ChiefCoach.valid takes 8.233794 seconds ...
2023-09-16 13:24:09,134:	[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.05355
2023-09-16 13:24:09,135:	[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0308 || HITRATE@5 Avg: 0.0775 || HITRATE@10 Avg: 0.1064 || NDCG@5 Avg: 0.0548 || NDCG@10 Avg: 0.0641
2023-09-16 13:24:09,135:	[Coach] >>> TEST  @Epoch: 300  >>> 
2023-09-16 13:24:13,020:	[Wall TIME] >>> ChiefCoach.train takes 3.885025 seconds ...
2023-09-16 13:24:13,081:	[Coach] >>> TRAIN @Epoch: 301  >>>  || LOSS Avg: 0.05413
2023-09-16 13:24:13,082:	[Coach] >>> VALID @Epoch: 301  >>> 
2023-09-16 13:24:13,082:	[Coach] >>> TEST  @Epoch: 301  >>> 
2023-09-16 13:24:16,899:	[Wall TIME] >>> ChiefCoach.train takes 3.817151 seconds ...
2023-09-16 13:24:16,963:	[Coach] >>> TRAIN @Epoch: 302  >>>  || LOSS Avg: 0.05312
2023-09-16 13:24:16,964:	[Coach] >>> VALID @Epoch: 302  >>> 
2023-09-16 13:24:16,964:	[Coach] >>> TEST  @Epoch: 302  >>> 
2023-09-16 13:24:20,963:	[Wall TIME] >>> ChiefCoach.train takes 3.998484 seconds ...
2023-09-16 13:24:21,026:	[Coach] >>> TRAIN @Epoch: 303  >>>  || LOSS Avg: 0.05351
2023-09-16 13:24:21,026:	[Coach] >>> VALID @Epoch: 303  >>> 
2023-09-16 13:24:21,026:	[Coach] >>> TEST  @Epoch: 303  >>> 
2023-09-16 13:24:25,007:	[Wall TIME] >>> ChiefCoach.train takes 3.980543 seconds ...
2023-09-16 13:24:25,071:	[Coach] >>> TRAIN @Epoch: 304  >>>  || LOSS Avg: 0.05325
2023-09-16 13:24:25,071:	[Coach] >>> VALID @Epoch: 304  >>> 
2023-09-16 13:24:25,071:	[Coach] >>> TEST  @Epoch: 304  >>> 
2023-09-16 13:24:28,938:	[Wall TIME] >>> ChiefCoach.train takes 3.866659 seconds ...
2023-09-16 13:24:37,324:	[Wall TIME] >>> ChiefCoach.valid takes 8.327835 seconds ...
2023-09-16 13:24:37,325:	[Coach] >>> TRAIN @Epoch: 305  >>>  || LOSS Avg: 0.05204
2023-09-16 13:24:37,325:	[Coach] >>> VALID @Epoch: 305  >>>  || HITRATE@1 Avg: 0.0312 || HITRATE@5 Avg: 0.0781 || HITRATE@10 Avg: 0.1063 || NDCG@5 Avg: 0.0553 || NDCG@10 Avg: 0.0644
2023-09-16 13:24:37,325:	[Coach] >>> TEST  @Epoch: 305  >>> 
2023-09-16 13:24:41,166:	[Wall TIME] >>> ChiefCoach.train takes 3.840471 seconds ...
2023-09-16 13:24:41,227:	[Coach] >>> TRAIN @Epoch: 306  >>>  || LOSS Avg: 0.05185
2023-09-16 13:24:41,227:	[Coach] >>> VALID @Epoch: 306  >>> 
2023-09-16 13:24:41,227:	[Coach] >>> TEST  @Epoch: 306  >>> 
2023-09-16 13:24:45,078:	[Wall TIME] >>> ChiefCoach.train takes 3.850988 seconds ...
2023-09-16 13:24:45,146:	[Coach] >>> TRAIN @Epoch: 307  >>>  || LOSS Avg: 0.05162
2023-09-16 13:24:45,146:	[Coach] >>> VALID @Epoch: 307  >>> 
2023-09-16 13:24:45,146:	[Coach] >>> TEST  @Epoch: 307  >>> 
2023-09-16 13:24:49,026:	[Wall TIME] >>> ChiefCoach.train takes 3.880071 seconds ...
2023-09-16 13:24:49,156:	[Coach] >>> TRAIN @Epoch: 308  >>>  || LOSS Avg: 0.05078
2023-09-16 13:24:49,455:	[Coach] >>> VALID @Epoch: 308  >>> 
2023-09-16 13:24:49,455:	[Coach] >>> TEST  @Epoch: 308  >>> 
2023-09-16 13:24:53,308:	[Wall TIME] >>> ChiefCoach.train takes 3.853015 seconds ...
2023-09-16 13:24:53,369:	[Coach] >>> TRAIN @Epoch: 309  >>>  || LOSS Avg: 0.05147
2023-09-16 13:24:53,369:	[Coach] >>> VALID @Epoch: 309  >>> 
2023-09-16 13:24:53,369:	[Coach] >>> TEST  @Epoch: 309  >>> 
2023-09-16 13:24:57,181:	[Wall TIME] >>> ChiefCoach.train takes 3.811577 seconds ...
2023-09-16 13:25:05,624:	[Wall TIME] >>> ChiefCoach.valid takes 8.374273 seconds ...
2023-09-16 13:25:05,625:	[Coach] >>> Better ***NDCG@10*** of ***0.0647*** 
2023-09-16 13:25:05,645:	[Coach] >>> TRAIN @Epoch: 310  >>>  || LOSS Avg: 0.05146
2023-09-16 13:25:05,646:	[Coach] >>> VALID @Epoch: 310  >>>  || HITRATE@1 Avg: 0.0315 || HITRATE@5 Avg: 0.0782 || HITRATE@10 Avg: 0.1062 || NDCG@5 Avg: 0.0556 || NDCG@10 Avg: 0.0647
2023-09-16 13:25:05,646:	[Coach] >>> TEST  @Epoch: 310  >>> 
2023-09-16 13:25:09,492:	[Wall TIME] >>> ChiefCoach.train takes 3.846007 seconds ...
2023-09-16 13:25:09,552:	[Coach] >>> TRAIN @Epoch: 311  >>>  || LOSS Avg: 0.05150
2023-09-16 13:25:09,552:	[Coach] >>> VALID @Epoch: 311  >>> 
2023-09-16 13:25:09,552:	[Coach] >>> TEST  @Epoch: 311  >>> 
2023-09-16 13:25:13,487:	[Wall TIME] >>> ChiefCoach.train takes 3.934464 seconds ...
2023-09-16 13:25:13,555:	[Coach] >>> TRAIN @Epoch: 312  >>>  || LOSS Avg: 0.05118
2023-09-16 13:25:13,555:	[Coach] >>> VALID @Epoch: 312  >>> 
2023-09-16 13:25:13,555:	[Coach] >>> TEST  @Epoch: 312  >>> 
2023-09-16 13:25:17,478:	[Wall TIME] >>> ChiefCoach.train takes 3.922811 seconds ...
2023-09-16 13:25:17,543:	[Coach] >>> TRAIN @Epoch: 313  >>>  || LOSS Avg: 0.05017
2023-09-16 13:25:17,543:	[Coach] >>> VALID @Epoch: 313  >>> 
2023-09-16 13:25:17,543:	[Coach] >>> TEST  @Epoch: 313  >>> 
2023-09-16 13:25:21,454:	[Wall TIME] >>> ChiefCoach.train takes 3.910749 seconds ...
2023-09-16 13:25:21,519:	[Coach] >>> TRAIN @Epoch: 314  >>>  || LOSS Avg: 0.05061
2023-09-16 13:25:21,519:	[Coach] >>> VALID @Epoch: 314  >>> 
2023-09-16 13:25:21,519:	[Coach] >>> TEST  @Epoch: 314  >>> 
2023-09-16 13:25:25,446:	[Wall TIME] >>> ChiefCoach.train takes 3.926731 seconds ...
2023-09-16 13:25:33,823:	[Wall TIME] >>> ChiefCoach.valid takes 8.308939 seconds ...
2023-09-16 13:25:33,823:	[Coach] >>> TRAIN @Epoch: 315  >>>  || LOSS Avg: 0.05087
2023-09-16 13:25:33,823:	[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0313 || HITRATE@5 Avg: 0.0792 || HITRATE@10 Avg: 0.1055 || NDCG@5 Avg: 0.0560 || NDCG@10 Avg: 0.0645
2023-09-16 13:25:33,823:	[Coach] >>> TEST  @Epoch: 315  >>> 
2023-09-16 13:25:37,587:	[Wall TIME] >>> ChiefCoach.train takes 3.763689 seconds ...
2023-09-16 13:25:37,660:	[Coach] >>> TRAIN @Epoch: 316  >>>  || LOSS Avg: 0.05029
2023-09-16 13:25:37,660:	[Coach] >>> VALID @Epoch: 316  >>> 
2023-09-16 13:25:37,660:	[Coach] >>> TEST  @Epoch: 316  >>> 
2023-09-16 13:25:41,589:	[Wall TIME] >>> ChiefCoach.train takes 3.929110 seconds ...
2023-09-16 13:25:41,661:	[Coach] >>> TRAIN @Epoch: 317  >>>  || LOSS Avg: 0.04909
2023-09-16 13:25:41,661:	[Coach] >>> VALID @Epoch: 317  >>> 
2023-09-16 13:25:41,661:	[Coach] >>> TEST  @Epoch: 317  >>> 
2023-09-16 13:25:45,462:	[Wall TIME] >>> ChiefCoach.train takes 3.800575 seconds ...
2023-09-16 13:25:45,537:	[Coach] >>> TRAIN @Epoch: 318  >>>  || LOSS Avg: 0.04973
2023-09-16 13:25:45,537:	[Coach] >>> VALID @Epoch: 318  >>> 
2023-09-16 13:25:45,537:	[Coach] >>> TEST  @Epoch: 318  >>> 
2023-09-16 13:25:49,460:	[Wall TIME] >>> ChiefCoach.train takes 3.922813 seconds ...
2023-09-16 13:25:49,520:	[Coach] >>> TRAIN @Epoch: 319  >>>  || LOSS Avg: 0.04928
2023-09-16 13:25:49,520:	[Coach] >>> VALID @Epoch: 319  >>> 
2023-09-16 13:25:49,520:	[Coach] >>> TEST  @Epoch: 319  >>> 
2023-09-16 13:25:53,439:	[Wall TIME] >>> ChiefCoach.train takes 3.917895 seconds ...
2023-09-16 13:26:01,928:	[Wall TIME] >>> ChiefCoach.valid takes 8.426125 seconds ...
2023-09-16 13:26:01,928:	[Coach] >>> Better ***NDCG@10*** of ***0.0650*** 
2023-09-16 13:26:01,955:	[Coach] >>> TRAIN @Epoch: 320  >>>  || LOSS Avg: 0.04992
2023-09-16 13:26:01,955:	[Coach] >>> VALID @Epoch: 320  >>>  || HITRATE@1 Avg: 0.0319 || HITRATE@5 Avg: 0.0785 || HITRATE@10 Avg: 0.1065 || NDCG@5 Avg: 0.0559 || NDCG@10 Avg: 0.0650
2023-09-16 13:26:01,955:	[Coach] >>> TEST  @Epoch: 320  >>> 
2023-09-16 13:26:05,830:	[Wall TIME] >>> ChiefCoach.train takes 3.873915 seconds ...
2023-09-16 13:26:05,889:	[Coach] >>> TRAIN @Epoch: 321  >>>  || LOSS Avg: 0.04917
2023-09-16 13:26:05,889:	[Coach] >>> VALID @Epoch: 321  >>> 
2023-09-16 13:26:05,889:	[Coach] >>> TEST  @Epoch: 321  >>> 
2023-09-16 13:26:09,767:	[Wall TIME] >>> ChiefCoach.train takes 3.878094 seconds ...
2023-09-16 13:26:09,847:	[Coach] >>> TRAIN @Epoch: 322  >>>  || LOSS Avg: 0.04923
2023-09-16 13:26:09,848:	[Coach] >>> VALID @Epoch: 322  >>> 
2023-09-16 13:26:09,848:	[Coach] >>> TEST  @Epoch: 322  >>> 
2023-09-16 13:26:13,666:	[Wall TIME] >>> ChiefCoach.train takes 3.818198 seconds ...
2023-09-16 13:26:13,740:	[Coach] >>> TRAIN @Epoch: 323  >>>  || LOSS Avg: 0.04850
2023-09-16 13:26:13,740:	[Coach] >>> VALID @Epoch: 323  >>> 
2023-09-16 13:26:13,740:	[Coach] >>> TEST  @Epoch: 323  >>> 
2023-09-16 13:26:17,643:	[Wall TIME] >>> ChiefCoach.train takes 3.902405 seconds ...
2023-09-16 13:26:17,709:	[Coach] >>> TRAIN @Epoch: 324  >>>  || LOSS Avg: 0.04821
2023-09-16 13:26:17,710:	[Coach] >>> VALID @Epoch: 324  >>> 
2023-09-16 13:26:17,710:	[Coach] >>> TEST  @Epoch: 324  >>> 
2023-09-16 13:26:21,637:	[Wall TIME] >>> ChiefCoach.train takes 3.927166 seconds ...
2023-09-16 13:26:30,026:	[Wall TIME] >>> ChiefCoach.valid takes 8.314778 seconds ...
2023-09-16 13:26:30,027:	[Coach] >>> Better ***NDCG@10*** of ***0.0651*** 
2023-09-16 13:26:30,059:	[Coach] >>> TRAIN @Epoch: 325  >>>  || LOSS Avg: 0.04838
2023-09-16 13:26:30,059:	[Coach] >>> VALID @Epoch: 325  >>>  || HITRATE@1 Avg: 0.0320 || HITRATE@5 Avg: 0.0783 || HITRATE@10 Avg: 0.1069 || NDCG@5 Avg: 0.0559 || NDCG@10 Avg: 0.0651
2023-09-16 13:26:30,060:	[Coach] >>> TEST  @Epoch: 325  >>> 
2023-09-16 13:26:33,949:	[Wall TIME] >>> ChiefCoach.train takes 3.889500 seconds ...
2023-09-16 13:26:34,021:	[Coach] >>> TRAIN @Epoch: 326  >>>  || LOSS Avg: 0.04911
2023-09-16 13:26:34,022:	[Coach] >>> VALID @Epoch: 326  >>> 
2023-09-16 13:26:34,022:	[Coach] >>> TEST  @Epoch: 326  >>> 
2023-09-16 13:26:37,851:	[Wall TIME] >>> ChiefCoach.train takes 3.829421 seconds ...
2023-09-16 13:26:37,922:	[Coach] >>> TRAIN @Epoch: 327  >>>  || LOSS Avg: 0.04851
2023-09-16 13:26:37,922:	[Coach] >>> VALID @Epoch: 327  >>> 
2023-09-16 13:26:37,923:	[Coach] >>> TEST  @Epoch: 327  >>> 
2023-09-16 13:26:41,787:	[Wall TIME] >>> ChiefCoach.train takes 3.864352 seconds ...
2023-09-16 13:26:41,857:	[Coach] >>> TRAIN @Epoch: 328  >>>  || LOSS Avg: 0.04767
2023-09-16 13:26:41,858:	[Coach] >>> VALID @Epoch: 328  >>> 
2023-09-16 13:26:41,858:	[Coach] >>> TEST  @Epoch: 328  >>> 
2023-09-16 13:26:45,744:	[Wall TIME] >>> ChiefCoach.train takes 3.885674 seconds ...
2023-09-16 13:26:45,813:	[Coach] >>> TRAIN @Epoch: 329  >>>  || LOSS Avg: 0.04749
2023-09-16 13:26:45,813:	[Coach] >>> VALID @Epoch: 329  >>> 
2023-09-16 13:26:45,813:	[Coach] >>> TEST  @Epoch: 329  >>> 
2023-09-16 13:26:49,678:	[Wall TIME] >>> ChiefCoach.train takes 3.864667 seconds ...
2023-09-16 13:26:58,159:	[Wall TIME] >>> ChiefCoach.valid takes 8.417263 seconds ...
2023-09-16 13:26:58,159:	[Coach] >>> TRAIN @Epoch: 330  >>>  || LOSS Avg: 0.04759
2023-09-16 13:26:58,159:	[Coach] >>> VALID @Epoch: 330  >>>  || HITRATE@1 Avg: 0.0317 || HITRATE@5 Avg: 0.0792 || HITRATE@10 Avg: 0.1058 || NDCG@5 Avg: 0.0563 || NDCG@10 Avg: 0.0648
2023-09-16 13:26:58,160:	[Coach] >>> TEST  @Epoch: 330  >>> 
2023-09-16 13:27:02,120:	[Wall TIME] >>> ChiefCoach.train takes 3.959922 seconds ...
2023-09-16 13:27:02,196:	[Coach] >>> TRAIN @Epoch: 331  >>>  || LOSS Avg: 0.04748
2023-09-16 13:27:02,196:	[Coach] >>> VALID @Epoch: 331  >>> 
2023-09-16 13:27:02,196:	[Coach] >>> TEST  @Epoch: 331  >>> 
2023-09-16 13:27:06,057:	[Wall TIME] >>> ChiefCoach.train takes 3.861114 seconds ...
2023-09-16 13:27:06,145:	[Coach] >>> TRAIN @Epoch: 332  >>>  || LOSS Avg: 0.04682
2023-09-16 13:27:06,145:	[Coach] >>> VALID @Epoch: 332  >>> 
2023-09-16 13:27:06,145:	[Coach] >>> TEST  @Epoch: 332  >>> 
2023-09-16 13:27:10,000:	[Wall TIME] >>> ChiefCoach.train takes 3.855339 seconds ...
2023-09-16 13:27:10,062:	[Coach] >>> TRAIN @Epoch: 333  >>>  || LOSS Avg: 0.04682
2023-09-16 13:27:10,063:	[Coach] >>> VALID @Epoch: 333  >>> 
2023-09-16 13:27:10,063:	[Coach] >>> TEST  @Epoch: 333  >>> 
2023-09-16 13:27:14,016:	[Wall TIME] >>> ChiefCoach.train takes 3.953161 seconds ...
2023-09-16 13:27:14,138:	[Coach] >>> TRAIN @Epoch: 334  >>>  || LOSS Avg: 0.04626
2023-09-16 13:27:14,138:	[Coach] >>> VALID @Epoch: 334  >>> 
2023-09-16 13:27:14,138:	[Coach] >>> TEST  @Epoch: 334  >>> 
2023-09-16 13:27:18,266:	[Wall TIME] >>> ChiefCoach.train takes 4.128040 seconds ...
2023-09-16 13:27:26,676:	[Wall TIME] >>> ChiefCoach.valid takes 8.345002 seconds ...
2023-09-16 13:27:26,677:	[Coach] >>> TRAIN @Epoch: 335  >>>  || LOSS Avg: 0.04635
2023-09-16 13:27:26,677:	[Coach] >>> VALID @Epoch: 335  >>>  || HITRATE@1 Avg: 0.0311 || HITRATE@5 Avg: 0.0790 || HITRATE@10 Avg: 0.1066 || NDCG@5 Avg: 0.0557 || NDCG@10 Avg: 0.0646
2023-09-16 13:27:26,677:	[Coach] >>> TEST  @Epoch: 335  >>> 
2023-09-16 13:27:30,646:	[Wall TIME] >>> ChiefCoach.train takes 3.968791 seconds ...
2023-09-16 13:27:30,719:	[Coach] >>> TRAIN @Epoch: 336  >>>  || LOSS Avg: 0.04574
2023-09-16 13:27:30,719:	[Coach] >>> VALID @Epoch: 336  >>> 
2023-09-16 13:27:30,719:	[Coach] >>> TEST  @Epoch: 336  >>> 
2023-09-16 13:27:34,539:	[Wall TIME] >>> ChiefCoach.train takes 3.820228 seconds ...
2023-09-16 13:27:34,603:	[Coach] >>> TRAIN @Epoch: 337  >>>  || LOSS Avg: 0.04642
2023-09-16 13:27:34,603:	[Coach] >>> VALID @Epoch: 337  >>> 
2023-09-16 13:27:34,603:	[Coach] >>> TEST  @Epoch: 337  >>> 
2023-09-16 13:27:38,462:	[Wall TIME] >>> ChiefCoach.train takes 3.858128 seconds ...
2023-09-16 13:27:38,526:	[Coach] >>> TRAIN @Epoch: 338  >>>  || LOSS Avg: 0.04612
2023-09-16 13:27:38,526:	[Coach] >>> VALID @Epoch: 338  >>> 
2023-09-16 13:27:38,526:	[Coach] >>> TEST  @Epoch: 338  >>> 
2023-09-16 13:27:42,354:	[Wall TIME] >>> ChiefCoach.train takes 3.827955 seconds ...
2023-09-16 13:27:42,510:	[Coach] >>> TRAIN @Epoch: 339  >>>  || LOSS Avg: 0.04542
2023-09-16 13:27:42,510:	[Coach] >>> VALID @Epoch: 339  >>> 
2023-09-16 13:27:42,510:	[Coach] >>> TEST  @Epoch: 339  >>> 
2023-09-16 13:27:46,372:	[Wall TIME] >>> ChiefCoach.train takes 3.862045 seconds ...
2023-09-16 13:27:54,894:	[Wall TIME] >>> ChiefCoach.valid takes 8.449982 seconds ...
2023-09-16 13:27:54,895:	[Coach] >>> TRAIN @Epoch: 340  >>>  || LOSS Avg: 0.04586
2023-09-16 13:27:54,895:	[Coach] >>> VALID @Epoch: 340  >>>  || HITRATE@1 Avg: 0.0317 || HITRATE@5 Avg: 0.0788 || HITRATE@10 Avg: 0.1067 || NDCG@5 Avg: 0.0560 || NDCG@10 Avg: 0.0651
2023-09-16 13:27:54,895:	[Coach] >>> TEST  @Epoch: 340  >>> 
2023-09-16 13:27:58,840:	[Wall TIME] >>> ChiefCoach.train takes 3.944525 seconds ...
2023-09-16 13:27:58,905:	[Coach] >>> TRAIN @Epoch: 341  >>>  || LOSS Avg: 0.04535
2023-09-16 13:27:58,906:	[Coach] >>> VALID @Epoch: 341  >>> 
2023-09-16 13:27:58,906:	[Coach] >>> TEST  @Epoch: 341  >>> 
2023-09-16 13:28:02,894:	[Wall TIME] >>> ChiefCoach.train takes 3.988130 seconds ...
2023-09-16 13:28:02,967:	[Coach] >>> TRAIN @Epoch: 342  >>>  || LOSS Avg: 0.04646
2023-09-16 13:28:02,967:	[Coach] >>> VALID @Epoch: 342  >>> 
2023-09-16 13:28:02,967:	[Coach] >>> TEST  @Epoch: 342  >>> 
2023-09-16 13:28:06,890:	[Wall TIME] >>> ChiefCoach.train takes 3.922953 seconds ...
2023-09-16 13:28:06,953:	[Coach] >>> TRAIN @Epoch: 343  >>>  || LOSS Avg: 0.04466
2023-09-16 13:28:06,953:	[Coach] >>> VALID @Epoch: 343  >>> 
2023-09-16 13:28:06,953:	[Coach] >>> TEST  @Epoch: 343  >>> 
2023-09-16 13:28:10,908:	[Wall TIME] >>> ChiefCoach.train takes 3.955001 seconds ...
2023-09-16 13:28:10,974:	[Coach] >>> TRAIN @Epoch: 344  >>>  || LOSS Avg: 0.04513
2023-09-16 13:28:10,974:	[Coach] >>> VALID @Epoch: 344  >>> 
2023-09-16 13:28:10,974:	[Coach] >>> TEST  @Epoch: 344  >>> 
2023-09-16 13:28:14,798:	[Wall TIME] >>> ChiefCoach.train takes 3.824144 seconds ...
2023-09-16 13:28:23,164:	[Wall TIME] >>> ChiefCoach.valid takes 8.284764 seconds ...
2023-09-16 13:28:23,165:	[Coach] >>> TRAIN @Epoch: 345  >>>  || LOSS Avg: 0.04495
2023-09-16 13:28:23,165:	[Coach] >>> VALID @Epoch: 345  >>>  || HITRATE@1 Avg: 0.0312 || HITRATE@5 Avg: 0.0791 || HITRATE@10 Avg: 0.1067 || NDCG@5 Avg: 0.0558 || NDCG@10 Avg: 0.0646
2023-09-16 13:28:23,165:	[Coach] >>> TEST  @Epoch: 345  >>> 
2023-09-16 13:28:27,162:	[Wall TIME] >>> ChiefCoach.train takes 3.996989 seconds ...
2023-09-16 13:28:27,226:	[Coach] >>> TRAIN @Epoch: 346  >>>  || LOSS Avg: 0.04533
2023-09-16 13:28:27,226:	[Coach] >>> VALID @Epoch: 346  >>> 
2023-09-16 13:28:27,226:	[Coach] >>> TEST  @Epoch: 346  >>> 
2023-09-16 13:28:31,017:	[Wall TIME] >>> ChiefCoach.train takes 3.790614 seconds ...
2023-09-16 13:28:31,081:	[Coach] >>> TRAIN @Epoch: 347  >>>  || LOSS Avg: 0.04396
2023-09-16 13:28:31,081:	[Coach] >>> VALID @Epoch: 347  >>> 
2023-09-16 13:28:31,081:	[Coach] >>> TEST  @Epoch: 347  >>> 
2023-09-16 13:28:35,001:	[Wall TIME] >>> ChiefCoach.train takes 3.919944 seconds ...
2023-09-16 13:28:35,077:	[Coach] >>> TRAIN @Epoch: 348  >>>  || LOSS Avg: 0.04477
2023-09-16 13:28:35,077:	[Coach] >>> VALID @Epoch: 348  >>> 
2023-09-16 13:28:35,077:	[Coach] >>> TEST  @Epoch: 348  >>> 
2023-09-16 13:28:38,895:	[Wall TIME] >>> ChiefCoach.train takes 3.817811 seconds ...
2023-09-16 13:28:38,958:	[Coach] >>> TRAIN @Epoch: 349  >>>  || LOSS Avg: 0.04383
2023-09-16 13:28:38,958:	[Coach] >>> VALID @Epoch: 349  >>> 
2023-09-16 13:28:38,958:	[Coach] >>> TEST  @Epoch: 349  >>> 
2023-09-16 13:28:42,801:	[Wall TIME] >>> ChiefCoach.train takes 3.843040 seconds ...
2023-09-16 13:28:51,248:	[Wall TIME] >>> ChiefCoach.valid takes 8.383040 seconds ...
2023-09-16 13:28:51,249:	[Coach] >>> TRAIN @Epoch: 350  >>>  || LOSS Avg: 0.04370
2023-09-16 13:28:51,249:	[Coach] >>> VALID @Epoch: 350  >>>  || HITRATE@1 Avg: 0.0314 || HITRATE@5 Avg: 0.0780 || HITRATE@10 Avg: 0.1064 || NDCG@5 Avg: 0.0554 || NDCG@10 Avg: 0.0646
2023-09-16 13:28:51,249:	[Coach] >>> TEST  @Epoch: 350  >>> 
2023-09-16 13:28:55,112:	[Wall TIME] >>> ChiefCoach.train takes 3.863139 seconds ...
2023-09-16 13:28:55,184:	[Coach] >>> TRAIN @Epoch: 351  >>>  || LOSS Avg: 0.04422
2023-09-16 13:28:55,184:	[Coach] >>> VALID @Epoch: 351  >>> 
2023-09-16 13:28:55,184:	[Coach] >>> TEST  @Epoch: 351  >>> 
2023-09-16 13:28:58,978:	[Wall TIME] >>> ChiefCoach.train takes 3.793717 seconds ...
2023-09-16 13:28:59,062:	[Coach] >>> TRAIN @Epoch: 352  >>>  || LOSS Avg: 0.04388
2023-09-16 13:28:59,063:	[Coach] >>> VALID @Epoch: 352  >>> 
2023-09-16 13:28:59,063:	[Coach] >>> TEST  @Epoch: 352  >>> 
2023-09-16 13:29:03,001:	[Wall TIME] >>> ChiefCoach.train takes 3.938239 seconds ...
2023-09-16 13:29:03,063:	[Coach] >>> TRAIN @Epoch: 353  >>>  || LOSS Avg: 0.04274
2023-09-16 13:29:03,064:	[Coach] >>> VALID @Epoch: 353  >>> 
2023-09-16 13:29:03,064:	[Coach] >>> TEST  @Epoch: 353  >>> 
2023-09-16 13:29:06,905:	[Wall TIME] >>> ChiefCoach.train takes 3.841000 seconds ...
2023-09-16 13:29:06,970:	[Coach] >>> TRAIN @Epoch: 354  >>>  || LOSS Avg: 0.04387
2023-09-16 13:29:06,970:	[Coach] >>> VALID @Epoch: 354  >>> 
2023-09-16 13:29:06,970:	[Coach] >>> TEST  @Epoch: 354  >>> 
2023-09-16 13:29:10,872:	[Wall TIME] >>> ChiefCoach.train takes 3.902069 seconds ...
2023-09-16 13:29:19,193:	[Wall TIME] >>> ChiefCoach.valid takes 8.258820 seconds ...
2023-09-16 13:29:19,194:	[Coach] >>> TRAIN @Epoch: 355  >>>  || LOSS Avg: 0.04298
2023-09-16 13:29:19,194:	[Coach] >>> VALID @Epoch: 355  >>>  || HITRATE@1 Avg: 0.0316 || HITRATE@5 Avg: 0.0793 || HITRATE@10 Avg: 0.1064 || NDCG@5 Avg: 0.0560 || NDCG@10 Avg: 0.0647
2023-09-16 13:29:19,194:	[Coach] >>> TEST  @Epoch: 355  >>> 
2023-09-16 13:29:23,072:	[Wall TIME] >>> ChiefCoach.train takes 3.878156 seconds ...
2023-09-16 13:29:23,152:	[Coach] >>> TRAIN @Epoch: 356  >>>  || LOSS Avg: 0.04376
2023-09-16 13:29:23,152:	[Coach] >>> VALID @Epoch: 356  >>> 
2023-09-16 13:29:23,152:	[Coach] >>> TEST  @Epoch: 356  >>> 
2023-09-16 13:29:26,947:	[Wall TIME] >>> ChiefCoach.train takes 3.795027 seconds ...
2023-09-16 13:29:27,007:	[Coach] >>> TRAIN @Epoch: 357  >>>  || LOSS Avg: 0.04309
2023-09-16 13:29:27,007:	[Coach] >>> VALID @Epoch: 357  >>> 
2023-09-16 13:29:27,007:	[Coach] >>> TEST  @Epoch: 357  >>> 
2023-09-16 13:29:30,840:	[Wall TIME] >>> ChiefCoach.train takes 3.832654 seconds ...
2023-09-16 13:29:30,919:	[Coach] >>> TRAIN @Epoch: 358  >>>  || LOSS Avg: 0.04279
2023-09-16 13:29:30,920:	[Coach] >>> VALID @Epoch: 358  >>> 
2023-09-16 13:29:30,920:	[Coach] >>> TEST  @Epoch: 358  >>> 
2023-09-16 13:29:34,811:	[Wall TIME] >>> ChiefCoach.train takes 3.891472 seconds ...
2023-09-16 13:29:34,897:	[Coach] >>> TRAIN @Epoch: 359  >>>  || LOSS Avg: 0.04275
2023-09-16 13:29:34,897:	[Coach] >>> VALID @Epoch: 359  >>> 
2023-09-16 13:29:34,897:	[Coach] >>> TEST  @Epoch: 359  >>> 
2023-09-16 13:29:38,893:	[Wall TIME] >>> ChiefCoach.train takes 3.996101 seconds ...
2023-09-16 13:29:47,219:	[Wall TIME] >>> ChiefCoach.valid takes 8.260252 seconds ...
2023-09-16 13:29:47,220:	[Coach] >>> TRAIN @Epoch: 360  >>>  || LOSS Avg: 0.04216
2023-09-16 13:29:47,220:	[Coach] >>> VALID @Epoch: 360  >>>  || HITRATE@1 Avg: 0.0320 || HITRATE@5 Avg: 0.0794 || HITRATE@10 Avg: 0.1063 || NDCG@5 Avg: 0.0564 || NDCG@10 Avg: 0.0650
2023-09-16 13:29:47,220:	[Coach] >>> TEST  @Epoch: 360  >>> 
2023-09-16 13:29:51,040:	[Wall TIME] >>> ChiefCoach.train takes 3.820262 seconds ...
2023-09-16 13:29:51,102:	[Coach] >>> TRAIN @Epoch: 361  >>>  || LOSS Avg: 0.04231
2023-09-16 13:29:51,102:	[Coach] >>> VALID @Epoch: 361  >>> 
2023-09-16 13:29:51,102:	[Coach] >>> TEST  @Epoch: 361  >>> 
2023-09-16 13:29:55,078:	[Wall TIME] >>> ChiefCoach.train takes 3.976115 seconds ...
2023-09-16 13:29:55,143:	[Coach] >>> TRAIN @Epoch: 362  >>>  || LOSS Avg: 0.04216
2023-09-16 13:29:55,143:	[Coach] >>> VALID @Epoch: 362  >>> 
2023-09-16 13:29:55,143:	[Coach] >>> TEST  @Epoch: 362  >>> 
2023-09-16 13:29:59,057:	[Wall TIME] >>> ChiefCoach.train takes 3.914383 seconds ...
2023-09-16 13:29:59,120:	[Coach] >>> TRAIN @Epoch: 363  >>>  || LOSS Avg: 0.04247
2023-09-16 13:29:59,120:	[Coach] >>> VALID @Epoch: 363  >>> 
2023-09-16 13:29:59,120:	[Coach] >>> TEST  @Epoch: 363  >>> 
2023-09-16 13:30:03,077:	[Wall TIME] >>> ChiefCoach.train takes 3.956558 seconds ...
2023-09-16 13:30:03,140:	[Coach] >>> TRAIN @Epoch: 364  >>>  || LOSS Avg: 0.04202
2023-09-16 13:30:03,140:	[Coach] >>> VALID @Epoch: 364  >>> 
2023-09-16 13:30:03,140:	[Coach] >>> TEST  @Epoch: 364  >>> 
2023-09-16 13:30:06,981:	[Wall TIME] >>> ChiefCoach.train takes 3.840962 seconds ...
2023-09-16 13:30:15,391:	[Wall TIME] >>> ChiefCoach.valid takes 8.349613 seconds ...
2023-09-16 13:30:15,391:	[Coach] >>> TRAIN @Epoch: 365  >>>  || LOSS Avg: 0.04235
2023-09-16 13:30:15,392:	[Coach] >>> VALID @Epoch: 365  >>>  || HITRATE@1 Avg: 0.0318 || HITRATE@5 Avg: 0.0783 || HITRATE@10 Avg: 0.1072 || NDCG@5 Avg: 0.0556 || NDCG@10 Avg: 0.0649
2023-09-16 13:30:15,392:	[Coach] >>> TEST  @Epoch: 365  >>> 
2023-09-16 13:30:19,329:	[Wall TIME] >>> ChiefCoach.train takes 3.936849 seconds ...
2023-09-16 13:30:19,403:	[Coach] >>> TRAIN @Epoch: 366  >>>  || LOSS Avg: 0.04205
2023-09-16 13:30:19,404:	[Coach] >>> VALID @Epoch: 366  >>> 
2023-09-16 13:30:19,404:	[Coach] >>> TEST  @Epoch: 366  >>> 
2023-09-16 13:30:23,303:	[Wall TIME] >>> ChiefCoach.train takes 3.899477 seconds ...
2023-09-16 13:30:23,373:	[Coach] >>> TRAIN @Epoch: 367  >>>  || LOSS Avg: 0.04162
2023-09-16 13:30:23,374:	[Coach] >>> VALID @Epoch: 367  >>> 
2023-09-16 13:30:23,374:	[Coach] >>> TEST  @Epoch: 367  >>> 
2023-09-16 13:30:27,322:	[Wall TIME] >>> ChiefCoach.train takes 3.947695 seconds ...
2023-09-16 13:30:27,391:	[Coach] >>> TRAIN @Epoch: 368  >>>  || LOSS Avg: 0.04105
2023-09-16 13:30:27,392:	[Coach] >>> VALID @Epoch: 368  >>> 
2023-09-16 13:30:27,392:	[Coach] >>> TEST  @Epoch: 368  >>> 
2023-09-16 13:30:31,233:	[Wall TIME] >>> ChiefCoach.train takes 3.840866 seconds ...
2023-09-16 13:30:31,305:	[Coach] >>> TRAIN @Epoch: 369  >>>  || LOSS Avg: 0.04141
2023-09-16 13:30:31,305:	[Coach] >>> VALID @Epoch: 369  >>> 
2023-09-16 13:30:31,305:	[Coach] >>> TEST  @Epoch: 369  >>> 
2023-09-16 13:30:35,232:	[Wall TIME] >>> ChiefCoach.train takes 3.926552 seconds ...
2023-09-16 13:30:43,658:	[Wall TIME] >>> ChiefCoach.valid takes 8.294941 seconds ...
2023-09-16 13:30:43,658:	[Coach] >>> TRAIN @Epoch: 370  >>>  || LOSS Avg: 0.04157
2023-09-16 13:30:43,659:	[Coach] >>> VALID @Epoch: 370  >>>  || HITRATE@1 Avg: 0.0318 || HITRATE@5 Avg: 0.0788 || HITRATE@10 Avg: 0.1063 || NDCG@5 Avg: 0.0559 || NDCG@10 Avg: 0.0647
2023-09-16 13:30:43,659:	[Coach] >>> TEST  @Epoch: 370  >>> 
2023-09-16 13:30:47,625:	[Wall TIME] >>> ChiefCoach.train takes 3.966001 seconds ...
2023-09-16 13:30:47,688:	[Coach] >>> TRAIN @Epoch: 371  >>>  || LOSS Avg: 0.04127
2023-09-16 13:30:47,688:	[Coach] >>> VALID @Epoch: 371  >>> 
2023-09-16 13:30:47,688:	[Coach] >>> TEST  @Epoch: 371  >>> 
2023-09-16 13:30:51,558:	[Wall TIME] >>> ChiefCoach.train takes 3.869277 seconds ...
2023-09-16 13:30:51,623:	[Coach] >>> TRAIN @Epoch: 372  >>>  || LOSS Avg: 0.04043
2023-09-16 13:30:51,623:	[Coach] >>> VALID @Epoch: 372  >>> 
2023-09-16 13:30:51,623:	[Coach] >>> TEST  @Epoch: 372  >>> 
2023-09-16 13:30:55,591:	[Wall TIME] >>> ChiefCoach.train takes 3.967953 seconds ...
2023-09-16 13:30:55,675:	[Coach] >>> TRAIN @Epoch: 373  >>>  || LOSS Avg: 0.04038
2023-09-16 13:30:55,675:	[Coach] >>> VALID @Epoch: 373  >>> 
2023-09-16 13:30:55,675:	[Coach] >>> TEST  @Epoch: 373  >>> 
2023-09-16 13:30:59,600:	[Wall TIME] >>> ChiefCoach.train takes 3.924488 seconds ...
2023-09-16 13:30:59,666:	[Coach] >>> TRAIN @Epoch: 374  >>>  || LOSS Avg: 0.04046
2023-09-16 13:30:59,667:	[Coach] >>> VALID @Epoch: 374  >>> 
2023-09-16 13:30:59,667:	[Coach] >>> TEST  @Epoch: 374  >>> 
2023-09-16 13:31:03,605:	[Wall TIME] >>> ChiefCoach.train takes 3.938051 seconds ...
2023-09-16 13:31:12,161:	[Wall TIME] >>> ChiefCoach.valid takes 8.472842 seconds ...
2023-09-16 13:31:12,161:	[Coach] >>> Better ***NDCG@10*** of ***0.0653*** 
2023-09-16 13:31:12,185:	[Coach] >>> TRAIN @Epoch: 375  >>>  || LOSS Avg: 0.04111
2023-09-16 13:31:12,185:	[Coach] >>> VALID @Epoch: 375  >>>  || HITRATE@1 Avg: 0.0323 || HITRATE@5 Avg: 0.0784 || HITRATE@10 Avg: 0.1075 || NDCG@5 Avg: 0.0559 || NDCG@10 Avg: 0.0653
2023-09-16 13:31:12,185:	[Coach] >>> TEST  @Epoch: 375  >>> 
2023-09-16 13:31:16,072:	[Wall TIME] >>> ChiefCoach.train takes 3.886666 seconds ...
2023-09-16 13:31:16,154:	[Coach] >>> TRAIN @Epoch: 376  >>>  || LOSS Avg: 0.04002
2023-09-16 13:31:16,154:	[Coach] >>> VALID @Epoch: 376  >>> 
2023-09-16 13:31:16,154:	[Coach] >>> TEST  @Epoch: 376  >>> 
2023-09-16 13:31:20,089:	[Wall TIME] >>> ChiefCoach.train takes 3.934376 seconds ...
2023-09-16 13:31:20,153:	[Coach] >>> TRAIN @Epoch: 377  >>>  || LOSS Avg: 0.03977
2023-09-16 13:31:20,153:	[Coach] >>> VALID @Epoch: 377  >>> 
2023-09-16 13:31:20,153:	[Coach] >>> TEST  @Epoch: 377  >>> 
2023-09-16 13:31:23,982:	[Wall TIME] >>> ChiefCoach.train takes 3.828410 seconds ...
2023-09-16 13:31:24,059:	[Coach] >>> TRAIN @Epoch: 378  >>>  || LOSS Avg: 0.04039
2023-09-16 13:31:24,059:	[Coach] >>> VALID @Epoch: 378  >>> 
2023-09-16 13:31:24,060:	[Coach] >>> TEST  @Epoch: 378  >>> 
2023-09-16 13:31:27,910:	[Wall TIME] >>> ChiefCoach.train takes 3.850022 seconds ...
2023-09-16 13:31:27,975:	[Coach] >>> TRAIN @Epoch: 379  >>>  || LOSS Avg: 0.04080
2023-09-16 13:31:27,975:	[Coach] >>> VALID @Epoch: 379  >>> 
2023-09-16 13:31:27,975:	[Coach] >>> TEST  @Epoch: 379  >>> 
2023-09-16 13:31:31,928:	[Wall TIME] >>> ChiefCoach.train takes 3.952646 seconds ...
2023-09-16 13:31:40,291:	[Wall TIME] >>> ChiefCoach.valid takes 8.287661 seconds ...
2023-09-16 13:31:40,291:	[Coach] >>> TRAIN @Epoch: 380  >>>  || LOSS Avg: 0.03948
2023-09-16 13:31:40,291:	[Coach] >>> VALID @Epoch: 380  >>>  || HITRATE@1 Avg: 0.0315 || HITRATE@5 Avg: 0.0778 || HITRATE@10 Avg: 0.1075 || NDCG@5 Avg: 0.0553 || NDCG@10 Avg: 0.0649
2023-09-16 13:31:40,291:	[Coach] >>> TEST  @Epoch: 380  >>> 
2023-09-16 13:31:44,157:	[Wall TIME] >>> ChiefCoach.train takes 3.865931 seconds ...
2023-09-16 13:31:44,219:	[Coach] >>> TRAIN @Epoch: 381  >>>  || LOSS Avg: 0.03946
2023-09-16 13:31:44,219:	[Coach] >>> VALID @Epoch: 381  >>> 
2023-09-16 13:31:44,219:	[Coach] >>> TEST  @Epoch: 381  >>> 
2023-09-16 13:31:48,049:	[Wall TIME] >>> ChiefCoach.train takes 3.829816 seconds ...
2023-09-16 13:31:48,108:	[Coach] >>> TRAIN @Epoch: 382  >>>  || LOSS Avg: 0.03978
2023-09-16 13:31:48,109:	[Coach] >>> VALID @Epoch: 382  >>> 
2023-09-16 13:31:48,109:	[Coach] >>> TEST  @Epoch: 382  >>> 
2023-09-16 13:31:51,943:	[Wall TIME] >>> ChiefCoach.train takes 3.833643 seconds ...
2023-09-16 13:31:52,007:	[Coach] >>> TRAIN @Epoch: 383  >>>  || LOSS Avg: 0.03926
2023-09-16 13:31:52,007:	[Coach] >>> VALID @Epoch: 383  >>> 
2023-09-16 13:31:52,007:	[Coach] >>> TEST  @Epoch: 383  >>> 
2023-09-16 13:31:55,911:	[Wall TIME] >>> ChiefCoach.train takes 3.903739 seconds ...
2023-09-16 13:31:55,974:	[Coach] >>> TRAIN @Epoch: 384  >>>  || LOSS Avg: 0.03969
2023-09-16 13:31:55,974:	[Coach] >>> VALID @Epoch: 384  >>> 
2023-09-16 13:31:55,975:	[Coach] >>> TEST  @Epoch: 384  >>> 
2023-09-16 13:31:59,853:	[Wall TIME] >>> ChiefCoach.train takes 3.878321 seconds ...
2023-09-16 13:32:08,228:	[Wall TIME] >>> ChiefCoach.valid takes 8.310462 seconds ...
2023-09-16 13:32:08,228:	[Coach] >>> TRAIN @Epoch: 385  >>>  || LOSS Avg: 0.03885
2023-09-16 13:32:08,228:	[Coach] >>> VALID @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0315 || HITRATE@5 Avg: 0.0785 || HITRATE@10 Avg: 0.1077 || NDCG@5 Avg: 0.0555 || NDCG@10 Avg: 0.0650
2023-09-16 13:32:08,228:	[Coach] >>> TEST  @Epoch: 385  >>> 
2023-09-16 13:32:12,129:	[Wall TIME] >>> ChiefCoach.train takes 3.900888 seconds ...
2023-09-16 13:32:12,191:	[Coach] >>> TRAIN @Epoch: 386  >>>  || LOSS Avg: 0.03912
2023-09-16 13:32:12,191:	[Coach] >>> VALID @Epoch: 386  >>> 
2023-09-16 13:32:12,191:	[Coach] >>> TEST  @Epoch: 386  >>> 
2023-09-16 13:32:16,123:	[Wall TIME] >>> ChiefCoach.train takes 3.932280 seconds ...
2023-09-16 13:32:16,190:	[Coach] >>> TRAIN @Epoch: 387  >>>  || LOSS Avg: 0.03848
2023-09-16 13:32:16,191:	[Coach] >>> VALID @Epoch: 387  >>> 
2023-09-16 13:32:16,191:	[Coach] >>> TEST  @Epoch: 387  >>> 
2023-09-16 13:32:20,066:	[Wall TIME] >>> ChiefCoach.train takes 3.875403 seconds ...
2023-09-16 13:32:20,130:	[Coach] >>> TRAIN @Epoch: 388  >>>  || LOSS Avg: 0.03812
2023-09-16 13:32:20,130:	[Coach] >>> VALID @Epoch: 388  >>> 
2023-09-16 13:32:20,130:	[Coach] >>> TEST  @Epoch: 388  >>> 
2023-09-16 13:32:23,982:	[Wall TIME] >>> ChiefCoach.train takes 3.851534 seconds ...
2023-09-16 13:32:24,044:	[Coach] >>> TRAIN @Epoch: 389  >>>  || LOSS Avg: 0.03895
2023-09-16 13:32:24,044:	[Coach] >>> VALID @Epoch: 389  >>> 
2023-09-16 13:32:24,044:	[Coach] >>> TEST  @Epoch: 389  >>> 
2023-09-16 13:32:27,922:	[Wall TIME] >>> ChiefCoach.train takes 3.877077 seconds ...
2023-09-16 13:32:36,270:	[Wall TIME] >>> ChiefCoach.valid takes 8.285264 seconds ...
2023-09-16 13:32:36,270:	[Coach] >>> TRAIN @Epoch: 390  >>>  || LOSS Avg: 0.03836
2023-09-16 13:32:36,271:	[Coach] >>> VALID @Epoch: 390  >>>  || HITRATE@1 Avg: 0.0311 || HITRATE@5 Avg: 0.0795 || HITRATE@10 Avg: 0.1080 || NDCG@5 Avg: 0.0559 || NDCG@10 Avg: 0.0650
2023-09-16 13:32:36,271:	[Coach] >>> TEST  @Epoch: 390  >>> 
2023-09-16 13:32:40,290:	[Wall TIME] >>> ChiefCoach.train takes 4.019422 seconds ...
2023-09-16 13:32:40,355:	[Coach] >>> TRAIN @Epoch: 391  >>>  || LOSS Avg: 0.03805
2023-09-16 13:32:40,355:	[Coach] >>> VALID @Epoch: 391  >>> 
2023-09-16 13:32:40,355:	[Coach] >>> TEST  @Epoch: 391  >>> 
2023-09-16 13:32:44,387:	[Wall TIME] >>> ChiefCoach.train takes 4.031399 seconds ...
2023-09-16 13:32:44,451:	[Coach] >>> TRAIN @Epoch: 392  >>>  || LOSS Avg: 0.03864
2023-09-16 13:32:44,452:	[Coach] >>> VALID @Epoch: 392  >>> 
2023-09-16 13:32:44,452:	[Coach] >>> TEST  @Epoch: 392  >>> 
2023-09-16 13:32:48,394:	[Wall TIME] >>> ChiefCoach.train takes 3.941773 seconds ...
2023-09-16 13:32:48,455:	[Coach] >>> TRAIN @Epoch: 393  >>>  || LOSS Avg: 0.03801
2023-09-16 13:32:48,456:	[Coach] >>> VALID @Epoch: 393  >>> 
2023-09-16 13:32:48,456:	[Coach] >>> TEST  @Epoch: 393  >>> 
2023-09-16 13:32:52,346:	[Wall TIME] >>> ChiefCoach.train takes 3.890038 seconds ...
2023-09-16 13:32:52,411:	[Coach] >>> TRAIN @Epoch: 394  >>>  || LOSS Avg: 0.03707
2023-09-16 13:32:52,411:	[Coach] >>> VALID @Epoch: 394  >>> 
2023-09-16 13:32:52,411:	[Coach] >>> TEST  @Epoch: 394  >>> 
2023-09-16 13:32:56,322:	[Wall TIME] >>> ChiefCoach.train takes 3.911125 seconds ...
2023-09-16 13:33:04,764:	[Wall TIME] >>> ChiefCoach.valid takes 8.353053 seconds ...
2023-09-16 13:33:04,764:	[Coach] >>> TRAIN @Epoch: 395  >>>  || LOSS Avg: 0.03776
2023-09-16 13:33:04,764:	[Coach] >>> VALID @Epoch: 395  >>>  || HITRATE@1 Avg: 0.0315 || HITRATE@5 Avg: 0.0793 || HITRATE@10 Avg: 0.1068 || NDCG@5 Avg: 0.0560 || NDCG@10 Avg: 0.0648
2023-09-16 13:33:04,764:	[Coach] >>> TEST  @Epoch: 395  >>> 
2023-09-16 13:33:08,655:	[Wall TIME] >>> ChiefCoach.train takes 3.890942 seconds ...
2023-09-16 13:33:08,723:	[Coach] >>> TRAIN @Epoch: 396  >>>  || LOSS Avg: 0.03790
2023-09-16 13:33:08,723:	[Coach] >>> VALID @Epoch: 396  >>> 
2023-09-16 13:33:08,723:	[Coach] >>> TEST  @Epoch: 396  >>> 
2023-09-16 13:33:12,658:	[Wall TIME] >>> ChiefCoach.train takes 3.934487 seconds ...
2023-09-16 13:33:12,726:	[Coach] >>> TRAIN @Epoch: 397  >>>  || LOSS Avg: 0.03795
2023-09-16 13:33:12,726:	[Coach] >>> VALID @Epoch: 397  >>> 
2023-09-16 13:33:12,726:	[Coach] >>> TEST  @Epoch: 397  >>> 
2023-09-16 13:33:16,700:	[Wall TIME] >>> ChiefCoach.train takes 3.973939 seconds ...
2023-09-16 13:33:16,762:	[Coach] >>> TRAIN @Epoch: 398  >>>  || LOSS Avg: 0.03682
2023-09-16 13:33:16,763:	[Coach] >>> VALID @Epoch: 398  >>> 
2023-09-16 13:33:16,763:	[Coach] >>> TEST  @Epoch: 398  >>> 
2023-09-16 13:33:20,740:	[Wall TIME] >>> ChiefCoach.train takes 3.976934 seconds ...
2023-09-16 13:33:20,802:	[Coach] >>> TRAIN @Epoch: 399  >>>  || LOSS Avg: 0.03800
2023-09-16 13:33:20,802:	[Coach] >>> VALID @Epoch: 399  >>> 
2023-09-16 13:33:20,802:	[Coach] >>> TEST  @Epoch: 399  >>> 
2023-09-16 13:33:24,801:	[Wall TIME] >>> ChiefCoach.train takes 3.998470 seconds ...
2023-09-16 13:33:33,212:	[Wall TIME] >>> ChiefCoach.valid takes 8.347203 seconds ...
2023-09-16 13:33:33,213:	[Coach] >>> Better ***NDCG@10*** of ***0.0655*** 
2023-09-16 13:33:33,233:	[Coach] >>> TRAIN @Epoch: 400  >>>  || LOSS Avg: 0.03732
2023-09-16 13:33:33,233:	[Coach] >>> VALID @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0318 || HITRATE@5 Avg: 0.0800 || HITRATE@10 Avg: 0.1079 || NDCG@5 Avg: 0.0566 || NDCG@10 Avg: 0.0655
2023-09-16 13:33:33,234:	[Coach] >>> TEST  @Epoch: 400  >>> 
2023-09-16 13:33:37,248:	[Wall TIME] >>> ChiefCoach.train takes 4.014499 seconds ...
2023-09-16 13:33:37,310:	[Coach] >>> TRAIN @Epoch: 401  >>>  || LOSS Avg: 0.03733
2023-09-16 13:33:37,310:	[Coach] >>> VALID @Epoch: 401  >>> 
2023-09-16 13:33:37,311:	[Coach] >>> TEST  @Epoch: 401  >>> 
2023-09-16 13:33:41,196:	[Wall TIME] >>> ChiefCoach.train takes 3.884831 seconds ...
2023-09-16 13:33:41,257:	[Coach] >>> TRAIN @Epoch: 402  >>>  || LOSS Avg: 0.03658
2023-09-16 13:33:41,257:	[Coach] >>> VALID @Epoch: 402  >>> 
2023-09-16 13:33:41,257:	[Coach] >>> TEST  @Epoch: 402  >>> 
2023-09-16 13:33:45,118:	[Wall TIME] >>> ChiefCoach.train takes 3.860210 seconds ...
2023-09-16 13:33:45,181:	[Coach] >>> TRAIN @Epoch: 403  >>>  || LOSS Avg: 0.03633
2023-09-16 13:33:45,181:	[Coach] >>> VALID @Epoch: 403  >>> 
2023-09-16 13:33:45,181:	[Coach] >>> TEST  @Epoch: 403  >>> 
2023-09-16 13:33:49,178:	[Wall TIME] >>> ChiefCoach.train takes 3.996534 seconds ...
2023-09-16 13:33:49,242:	[Coach] >>> TRAIN @Epoch: 404  >>>  || LOSS Avg: 0.03647
2023-09-16 13:33:49,242:	[Coach] >>> VALID @Epoch: 404  >>> 
2023-09-16 13:33:49,242:	[Coach] >>> TEST  @Epoch: 404  >>> 
2023-09-16 13:33:53,132:	[Wall TIME] >>> ChiefCoach.train takes 3.889731 seconds ...
2023-09-16 13:34:01,451:	[Wall TIME] >>> ChiefCoach.valid takes 8.255002 seconds ...
2023-09-16 13:34:01,452:	[Coach] >>> TRAIN @Epoch: 405  >>>  || LOSS Avg: 0.03602
2023-09-16 13:34:01,452:	[Coach] >>> VALID @Epoch: 405  >>>  || HITRATE@1 Avg: 0.0318 || HITRATE@5 Avg: 0.0792 || HITRATE@10 Avg: 0.1070 || NDCG@5 Avg: 0.0560 || NDCG@10 Avg: 0.0651
2023-09-16 13:34:01,452:	[Coach] >>> TEST  @Epoch: 405  >>> 
2023-09-16 13:34:05,293:	[Wall TIME] >>> ChiefCoach.train takes 3.840376 seconds ...
2023-09-16 13:34:05,354:	[Coach] >>> TRAIN @Epoch: 406  >>>  || LOSS Avg: 0.03622
2023-09-16 13:34:05,355:	[Coach] >>> VALID @Epoch: 406  >>> 
2023-09-16 13:34:05,355:	[Coach] >>> TEST  @Epoch: 406  >>> 
2023-09-16 13:34:09,346:	[Wall TIME] >>> ChiefCoach.train takes 3.991396 seconds ...
2023-09-16 13:34:09,409:	[Coach] >>> TRAIN @Epoch: 407  >>>  || LOSS Avg: 0.03670
2023-09-16 13:34:09,409:	[Coach] >>> VALID @Epoch: 407  >>> 
2023-09-16 13:34:09,409:	[Coach] >>> TEST  @Epoch: 407  >>> 
2023-09-16 13:34:13,341:	[Wall TIME] >>> ChiefCoach.train takes 3.931871 seconds ...
2023-09-16 13:34:13,410:	[Coach] >>> TRAIN @Epoch: 408  >>>  || LOSS Avg: 0.03647
2023-09-16 13:34:13,410:	[Coach] >>> VALID @Epoch: 408  >>> 
2023-09-16 13:34:13,410:	[Coach] >>> TEST  @Epoch: 408  >>> 
2023-09-16 13:34:17,265:	[Wall TIME] >>> ChiefCoach.train takes 3.855358 seconds ...
2023-09-16 13:34:17,325:	[Coach] >>> TRAIN @Epoch: 409  >>>  || LOSS Avg: 0.03635
2023-09-16 13:34:17,326:	[Coach] >>> VALID @Epoch: 409  >>> 
2023-09-16 13:34:17,326:	[Coach] >>> TEST  @Epoch: 409  >>> 
2023-09-16 13:34:21,288:	[Wall TIME] >>> ChiefCoach.train takes 3.962375 seconds ...
2023-09-16 13:34:29,626:	[Wall TIME] >>> ChiefCoach.valid takes 8.262772 seconds ...
2023-09-16 13:34:29,627:	[Coach] >>> TRAIN @Epoch: 410  >>>  || LOSS Avg: 0.03644
2023-09-16 13:34:29,627:	[Coach] >>> VALID @Epoch: 410  >>>  || HITRATE@1 Avg: 0.0314 || HITRATE@5 Avg: 0.0796 || HITRATE@10 Avg: 0.1077 || NDCG@5 Avg: 0.0561 || NDCG@10 Avg: 0.0652
2023-09-16 13:34:29,627:	[Coach] >>> TEST  @Epoch: 410  >>> 
2023-09-16 13:34:33,478:	[Wall TIME] >>> ChiefCoach.train takes 3.850935 seconds ...
2023-09-16 13:34:33,540:	[Coach] >>> TRAIN @Epoch: 411  >>>  || LOSS Avg: 0.03557
2023-09-16 13:34:33,540:	[Coach] >>> VALID @Epoch: 411  >>> 
2023-09-16 13:34:33,540:	[Coach] >>> TEST  @Epoch: 411  >>> 
2023-09-16 13:34:37,536:	[Wall TIME] >>> ChiefCoach.train takes 3.995115 seconds ...
2023-09-16 13:34:37,622:	[Coach] >>> TRAIN @Epoch: 412  >>>  || LOSS Avg: 0.03595
2023-09-16 13:34:37,622:	[Coach] >>> VALID @Epoch: 412  >>> 
2023-09-16 13:34:37,622:	[Coach] >>> TEST  @Epoch: 412  >>> 
2023-09-16 13:34:41,595:	[Wall TIME] >>> ChiefCoach.train takes 3.972777 seconds ...
2023-09-16 13:34:41,675:	[Coach] >>> TRAIN @Epoch: 413  >>>  || LOSS Avg: 0.03584
2023-09-16 13:34:41,675:	[Coach] >>> VALID @Epoch: 413  >>> 
2023-09-16 13:34:41,675:	[Coach] >>> TEST  @Epoch: 413  >>> 
2023-09-16 13:34:45,500:	[Wall TIME] >>> ChiefCoach.train takes 3.824447 seconds ...
2023-09-16 13:34:45,577:	[Coach] >>> TRAIN @Epoch: 414  >>>  || LOSS Avg: 0.03590
2023-09-16 13:34:45,577:	[Coach] >>> VALID @Epoch: 414  >>> 
2023-09-16 13:34:45,577:	[Coach] >>> TEST  @Epoch: 414  >>> 
2023-09-16 13:34:49,399:	[Wall TIME] >>> ChiefCoach.train takes 3.821212 seconds ...
2023-09-16 13:34:57,780:	[Wall TIME] >>> ChiefCoach.valid takes 8.305100 seconds ...
2023-09-16 13:34:57,781:	[Coach] >>> TRAIN @Epoch: 415  >>>  || LOSS Avg: 0.03585
2023-09-16 13:34:57,781:	[Coach] >>> VALID @Epoch: 415  >>>  || HITRATE@1 Avg: 0.0319 || HITRATE@5 Avg: 0.0795 || HITRATE@10 Avg: 0.1065 || NDCG@5 Avg: 0.0562 || NDCG@10 Avg: 0.0649
2023-09-16 13:34:57,781:	[Coach] >>> TEST  @Epoch: 415  >>> 
2023-09-16 13:35:01,832:	[Wall TIME] >>> ChiefCoach.train takes 4.050809 seconds ...
2023-09-16 13:35:01,918:	[Coach] >>> TRAIN @Epoch: 416  >>>  || LOSS Avg: 0.03496
2023-09-16 13:35:01,918:	[Coach] >>> VALID @Epoch: 416  >>> 
2023-09-16 13:35:01,918:	[Coach] >>> TEST  @Epoch: 416  >>> 
2023-09-16 13:35:05,775:	[Wall TIME] >>> ChiefCoach.train takes 3.856607 seconds ...
2023-09-16 13:35:05,849:	[Coach] >>> TRAIN @Epoch: 417  >>>  || LOSS Avg: 0.03551
2023-09-16 13:35:05,849:	[Coach] >>> VALID @Epoch: 417  >>> 
2023-09-16 13:35:05,849:	[Coach] >>> TEST  @Epoch: 417  >>> 
2023-09-16 13:35:09,709:	[Wall TIME] >>> ChiefCoach.train takes 3.860159 seconds ...
2023-09-16 13:35:09,796:	[Coach] >>> TRAIN @Epoch: 418  >>>  || LOSS Avg: 0.03557
2023-09-16 13:35:09,797:	[Coach] >>> VALID @Epoch: 418  >>> 
2023-09-16 13:35:09,797:	[Coach] >>> TEST  @Epoch: 418  >>> 
2023-09-16 13:35:13,732:	[Wall TIME] >>> ChiefCoach.train takes 3.934986 seconds ...
2023-09-16 13:35:13,804:	[Coach] >>> TRAIN @Epoch: 419  >>>  || LOSS Avg: 0.03583
2023-09-16 13:35:13,804:	[Coach] >>> VALID @Epoch: 419  >>> 
2023-09-16 13:35:13,804:	[Coach] >>> TEST  @Epoch: 419  >>> 
2023-09-16 13:35:17,750:	[Wall TIME] >>> ChiefCoach.train takes 3.944986 seconds ...
2023-09-16 13:35:26,162:	[Wall TIME] >>> ChiefCoach.valid takes 8.348609 seconds ...
2023-09-16 13:35:26,163:	[Coach] >>> TRAIN @Epoch: 420  >>>  || LOSS Avg: 0.03546
2023-09-16 13:35:26,163:	[Coach] >>> VALID @Epoch: 420  >>>  || HITRATE@1 Avg: 0.0312 || HITRATE@5 Avg: 0.0795 || HITRATE@10 Avg: 0.1072 || NDCG@5 Avg: 0.0559 || NDCG@10 Avg: 0.0648
2023-09-16 13:35:26,163:	[Coach] >>> TEST  @Epoch: 420  >>> 
2023-09-16 13:35:30,003:	[Wall TIME] >>> ChiefCoach.train takes 3.839922 seconds ...
2023-09-16 13:35:30,064:	[Coach] >>> TRAIN @Epoch: 421  >>>  || LOSS Avg: 0.03482
2023-09-16 13:35:30,064:	[Coach] >>> VALID @Epoch: 421  >>> 
2023-09-16 13:35:30,065:	[Coach] >>> TEST  @Epoch: 421  >>> 
2023-09-16 13:35:33,913:	[Wall TIME] >>> ChiefCoach.train takes 3.848502 seconds ...
2023-09-16 13:35:33,989:	[Coach] >>> TRAIN @Epoch: 422  >>>  || LOSS Avg: 0.03502
2023-09-16 13:35:33,990:	[Coach] >>> VALID @Epoch: 422  >>> 
2023-09-16 13:35:33,990:	[Coach] >>> TEST  @Epoch: 422  >>> 
2023-09-16 13:35:37,876:	[Wall TIME] >>> ChiefCoach.train takes 3.885997 seconds ...
2023-09-16 13:35:37,939:	[Coach] >>> TRAIN @Epoch: 423  >>>  || LOSS Avg: 0.03501
2023-09-16 13:35:37,940:	[Coach] >>> VALID @Epoch: 423  >>> 
2023-09-16 13:35:37,940:	[Coach] >>> TEST  @Epoch: 423  >>> 
2023-09-16 13:35:41,889:	[Wall TIME] >>> ChiefCoach.train takes 3.949225 seconds ...
2023-09-16 13:35:41,972:	[Coach] >>> TRAIN @Epoch: 424  >>>  || LOSS Avg: 0.03509
2023-09-16 13:35:41,972:	[Coach] >>> VALID @Epoch: 424  >>> 
2023-09-16 13:35:41,972:	[Coach] >>> TEST  @Epoch: 424  >>> 
2023-09-16 13:35:45,933:	[Wall TIME] >>> ChiefCoach.train takes 3.960703 seconds ...
2023-09-16 13:35:54,293:	[Wall TIME] >>> ChiefCoach.valid takes 8.296221 seconds ...
2023-09-16 13:35:54,294:	[Coach] >>> TRAIN @Epoch: 425  >>>  || LOSS Avg: 0.03507
2023-09-16 13:35:54,294:	[Coach] >>> VALID @Epoch: 425  >>>  || HITRATE@1 Avg: 0.0315 || HITRATE@5 Avg: 0.0794 || HITRATE@10 Avg: 0.1067 || NDCG@5 Avg: 0.0560 || NDCG@10 Avg: 0.0648
2023-09-16 13:35:54,294:	[Coach] >>> TEST  @Epoch: 425  >>> 
2023-09-16 13:35:58,199:	[Wall TIME] >>> ChiefCoach.train takes 3.905155 seconds ...
2023-09-16 13:35:58,323:	[Coach] >>> TRAIN @Epoch: 426  >>>  || LOSS Avg: 0.03475
2023-09-16 13:35:58,324:	[Coach] >>> VALID @Epoch: 426  >>> 
2023-09-16 13:35:58,324:	[Coach] >>> TEST  @Epoch: 426  >>> 
2023-09-16 13:36:02,392:	[Wall TIME] >>> ChiefCoach.train takes 4.067845 seconds ...
2023-09-16 13:36:02,459:	[Coach] >>> TRAIN @Epoch: 427  >>>  || LOSS Avg: 0.03446
2023-09-16 13:36:02,460:	[Coach] >>> VALID @Epoch: 427  >>> 
2023-09-16 13:36:02,460:	[Coach] >>> TEST  @Epoch: 427  >>> 
2023-09-16 13:36:06,449:	[Wall TIME] >>> ChiefCoach.train takes 3.988778 seconds ...
2023-09-16 13:36:06,523:	[Coach] >>> TRAIN @Epoch: 428  >>>  || LOSS Avg: 0.03400
2023-09-16 13:36:06,524:	[Coach] >>> VALID @Epoch: 428  >>> 
2023-09-16 13:36:06,524:	[Coach] >>> TEST  @Epoch: 428  >>> 
2023-09-16 13:36:10,418:	[Wall TIME] >>> ChiefCoach.train takes 3.894332 seconds ...
2023-09-16 13:36:10,479:	[Coach] >>> TRAIN @Epoch: 429  >>>  || LOSS Avg: 0.03470
2023-09-16 13:36:10,479:	[Coach] >>> VALID @Epoch: 429  >>> 
2023-09-16 13:36:10,480:	[Coach] >>> TEST  @Epoch: 429  >>> 
2023-09-16 13:36:14,384:	[Wall TIME] >>> ChiefCoach.train takes 3.904330 seconds ...
2023-09-16 13:36:22,817:	[Wall TIME] >>> ChiefCoach.valid takes 8.352385 seconds ...
2023-09-16 13:36:22,818:	[Coach] >>> TRAIN @Epoch: 430  >>>  || LOSS Avg: 0.03432
2023-09-16 13:36:22,818:	[Coach] >>> VALID @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0312 || HITRATE@5 Avg: 0.0779 || HITRATE@10 Avg: 0.1070 || NDCG@5 Avg: 0.0553 || NDCG@10 Avg: 0.0647
2023-09-16 13:36:22,818:	[Coach] >>> TEST  @Epoch: 430  >>> 
2023-09-16 13:36:26,652:	[Wall TIME] >>> ChiefCoach.train takes 3.833498 seconds ...
2023-09-16 13:36:26,725:	[Coach] >>> TRAIN @Epoch: 431  >>>  || LOSS Avg: 0.03378
2023-09-16 13:36:26,726:	[Coach] >>> VALID @Epoch: 431  >>> 
2023-09-16 13:36:26,726:	[Coach] >>> TEST  @Epoch: 431  >>> 
2023-09-16 13:36:30,644:	[Wall TIME] >>> ChiefCoach.train takes 3.918531 seconds ...
2023-09-16 13:36:30,711:	[Coach] >>> TRAIN @Epoch: 432  >>>  || LOSS Avg: 0.03356
2023-09-16 13:36:30,711:	[Coach] >>> VALID @Epoch: 432  >>> 
2023-09-16 13:36:30,711:	[Coach] >>> TEST  @Epoch: 432  >>> 
2023-09-16 13:36:34,627:	[Wall TIME] >>> ChiefCoach.train takes 3.915744 seconds ...
2023-09-16 13:36:34,689:	[Coach] >>> TRAIN @Epoch: 433  >>>  || LOSS Avg: 0.03383
2023-09-16 13:36:34,689:	[Coach] >>> VALID @Epoch: 433  >>> 
2023-09-16 13:36:34,690:	[Coach] >>> TEST  @Epoch: 433  >>> 
2023-09-16 13:36:38,679:	[Wall TIME] >>> ChiefCoach.train takes 3.989057 seconds ...
2023-09-16 13:36:38,757:	[Coach] >>> TRAIN @Epoch: 434  >>>  || LOSS Avg: 0.03422
2023-09-16 13:36:38,758:	[Coach] >>> VALID @Epoch: 434  >>> 
2023-09-16 13:36:38,758:	[Coach] >>> TEST  @Epoch: 434  >>> 
2023-09-16 13:36:42,757:	[Wall TIME] >>> ChiefCoach.train takes 3.998744 seconds ...
2023-09-16 13:36:51,221:	[Wall TIME] >>> ChiefCoach.valid takes 8.386824 seconds ...
2023-09-16 13:36:51,222:	[Coach] >>> TRAIN @Epoch: 435  >>>  || LOSS Avg: 0.03292
2023-09-16 13:36:51,222:	[Coach] >>> VALID @Epoch: 435  >>>  || HITRATE@1 Avg: 0.0310 || HITRATE@5 Avg: 0.0791 || HITRATE@10 Avg: 0.1064 || NDCG@5 Avg: 0.0558 || NDCG@10 Avg: 0.0646
2023-09-16 13:36:51,222:	[Coach] >>> TEST  @Epoch: 435  >>> 
2023-09-16 13:36:55,158:	[Wall TIME] >>> ChiefCoach.train takes 3.935271 seconds ...
2023-09-16 13:36:55,220:	[Coach] >>> TRAIN @Epoch: 436  >>>  || LOSS Avg: 0.03335
2023-09-16 13:36:55,221:	[Coach] >>> VALID @Epoch: 436  >>> 
2023-09-16 13:36:55,221:	[Coach] >>> TEST  @Epoch: 436  >>> 
2023-09-16 13:36:59,326:	[Wall TIME] >>> ChiefCoach.train takes 4.105287 seconds ...
2023-09-16 13:36:59,400:	[Coach] >>> TRAIN @Epoch: 437  >>>  || LOSS Avg: 0.03422
2023-09-16 13:36:59,400:	[Coach] >>> VALID @Epoch: 437  >>> 
2023-09-16 13:36:59,400:	[Coach] >>> TEST  @Epoch: 437  >>> 
2023-09-16 13:37:03,218:	[Wall TIME] >>> ChiefCoach.train takes 3.817484 seconds ...
2023-09-16 13:37:03,287:	[Coach] >>> TRAIN @Epoch: 438  >>>  || LOSS Avg: 0.03299
2023-09-16 13:37:03,287:	[Coach] >>> VALID @Epoch: 438  >>> 
2023-09-16 13:37:03,287:	[Coach] >>> TEST  @Epoch: 438  >>> 
2023-09-16 13:37:07,179:	[Wall TIME] >>> ChiefCoach.train takes 3.891952 seconds ...
2023-09-16 13:37:07,252:	[Coach] >>> TRAIN @Epoch: 439  >>>  || LOSS Avg: 0.03334
2023-09-16 13:37:07,252:	[Coach] >>> VALID @Epoch: 439  >>> 
2023-09-16 13:37:07,252:	[Coach] >>> TEST  @Epoch: 439  >>> 
2023-09-16 13:37:11,077:	[Wall TIME] >>> ChiefCoach.train takes 3.824606 seconds ...
2023-09-16 13:37:19,439:	[Wall TIME] >>> ChiefCoach.valid takes 8.300810 seconds ...
2023-09-16 13:37:19,440:	[Coach] >>> TRAIN @Epoch: 440  >>>  || LOSS Avg: 0.03382
2023-09-16 13:37:19,440:	[Coach] >>> VALID @Epoch: 440  >>>  || HITRATE@1 Avg: 0.0318 || HITRATE@5 Avg: 0.0789 || HITRATE@10 Avg: 0.1066 || NDCG@5 Avg: 0.0558 || NDCG@10 Avg: 0.0647
2023-09-16 13:37:19,440:	[Coach] >>> TEST  @Epoch: 440  >>> 
2023-09-16 13:37:23,357:	[Wall TIME] >>> ChiefCoach.train takes 3.916353 seconds ...
2023-09-16 13:37:23,434:	[Coach] >>> TRAIN @Epoch: 441  >>>  || LOSS Avg: 0.03265
2023-09-16 13:37:23,435:	[Coach] >>> VALID @Epoch: 441  >>> 
2023-09-16 13:37:23,435:	[Coach] >>> TEST  @Epoch: 441  >>> 
2023-09-16 13:37:27,269:	[Wall TIME] >>> ChiefCoach.train takes 3.834585 seconds ...
2023-09-16 13:37:27,333:	[Coach] >>> TRAIN @Epoch: 442  >>>  || LOSS Avg: 0.03309
2023-09-16 13:37:27,333:	[Coach] >>> VALID @Epoch: 442  >>> 
2023-09-16 13:37:27,333:	[Coach] >>> TEST  @Epoch: 442  >>> 
2023-09-16 13:37:31,185:	[Wall TIME] >>> ChiefCoach.train takes 3.851876 seconds ...
2023-09-16 13:37:31,248:	[Coach] >>> TRAIN @Epoch: 443  >>>  || LOSS Avg: 0.03282
2023-09-16 13:37:31,248:	[Coach] >>> VALID @Epoch: 443  >>> 
2023-09-16 13:37:31,248:	[Coach] >>> TEST  @Epoch: 443  >>> 
2023-09-16 13:37:35,169:	[Wall TIME] >>> ChiefCoach.train takes 3.920485 seconds ...
2023-09-16 13:37:35,230:	[Coach] >>> TRAIN @Epoch: 444  >>>  || LOSS Avg: 0.03264
2023-09-16 13:37:35,230:	[Coach] >>> VALID @Epoch: 444  >>> 
2023-09-16 13:37:35,231:	[Coach] >>> TEST  @Epoch: 444  >>> 
2023-09-16 13:37:39,055:	[Wall TIME] >>> ChiefCoach.train takes 3.824584 seconds ...
2023-09-16 13:37:47,534:	[Wall TIME] >>> ChiefCoach.valid takes 8.403631 seconds ...
2023-09-16 13:37:47,535:	[Coach] >>> TRAIN @Epoch: 445  >>>  || LOSS Avg: 0.03296
2023-09-16 13:37:47,535:	[Coach] >>> VALID @Epoch: 445  >>>  || HITRATE@1 Avg: 0.0306 || HITRATE@5 Avg: 0.0789 || HITRATE@10 Avg: 0.1065 || NDCG@5 Avg: 0.0553 || NDCG@10 Avg: 0.0642
2023-09-16 13:37:47,535:	[Coach] >>> TEST  @Epoch: 445  >>> 
2023-09-16 13:37:51,461:	[Wall TIME] >>> ChiefCoach.train takes 3.925743 seconds ...
2023-09-16 13:37:51,538:	[Coach] >>> TRAIN @Epoch: 446  >>>  || LOSS Avg: 0.03317
2023-09-16 13:37:51,539:	[Coach] >>> VALID @Epoch: 446  >>> 
2023-09-16 13:37:51,539:	[Coach] >>> TEST  @Epoch: 446  >>> 
2023-09-16 13:37:55,403:	[Wall TIME] >>> ChiefCoach.train takes 3.864331 seconds ...
2023-09-16 13:37:55,466:	[Coach] >>> TRAIN @Epoch: 447  >>>  || LOSS Avg: 0.03234
2023-09-16 13:37:55,466:	[Coach] >>> VALID @Epoch: 447  >>> 
2023-09-16 13:37:55,466:	[Coach] >>> TEST  @Epoch: 447  >>> 
2023-09-16 13:37:59,489:	[Wall TIME] >>> ChiefCoach.train takes 4.022391 seconds ...
2023-09-16 13:37:59,563:	[Coach] >>> TRAIN @Epoch: 448  >>>  || LOSS Avg: 0.03276
2023-09-16 13:37:59,563:	[Coach] >>> VALID @Epoch: 448  >>> 
2023-09-16 13:37:59,563:	[Coach] >>> TEST  @Epoch: 448  >>> 
2023-09-16 13:38:03,455:	[Wall TIME] >>> ChiefCoach.train takes 3.892138 seconds ...
2023-09-16 13:38:03,517:	[Coach] >>> TRAIN @Epoch: 449  >>>  || LOSS Avg: 0.03244
2023-09-16 13:38:03,518:	[Coach] >>> VALID @Epoch: 449  >>> 
2023-09-16 13:38:03,518:	[Coach] >>> TEST  @Epoch: 449  >>> 
2023-09-16 13:38:07,380:	[Wall TIME] >>> ChiefCoach.train takes 3.862574 seconds ...
2023-09-16 13:38:15,878:	[Wall TIME] >>> ChiefCoach.valid takes 8.429782 seconds ...
2023-09-16 13:38:15,878:	[Coach] >>> TRAIN @Epoch: 450  >>>  || LOSS Avg: 0.03243
2023-09-16 13:38:15,878:	[Coach] >>> VALID @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0311 || HITRATE@5 Avg: 0.0784 || HITRATE@10 Avg: 0.1063 || NDCG@5 Avg: 0.0555 || NDCG@10 Avg: 0.0645
2023-09-16 13:38:15,879:	[Coach] >>> TEST  @Epoch: 450  >>> 
2023-09-16 13:38:19,839:	[Wall TIME] >>> ChiefCoach.train takes 3.959708 seconds ...
2023-09-16 13:38:19,979:	[Coach] >>> TRAIN @Epoch: 451  >>>  || LOSS Avg: 0.03247
2023-09-16 13:38:19,980:	[Coach] >>> VALID @Epoch: 451  >>> 
2023-09-16 13:38:19,980:	[Coach] >>> TEST  @Epoch: 451  >>> 
2023-09-16 13:38:23,957:	[Wall TIME] >>> ChiefCoach.train takes 3.977108 seconds ...
2023-09-16 13:38:24,087:	[Coach] >>> TRAIN @Epoch: 452  >>>  || LOSS Avg: 0.03165
2023-09-16 13:38:24,088:	[Coach] >>> VALID @Epoch: 452  >>> 
2023-09-16 13:38:24,088:	[Coach] >>> TEST  @Epoch: 452  >>> 
2023-09-16 13:38:27,989:	[Wall TIME] >>> ChiefCoach.train takes 3.900978 seconds ...
2023-09-16 13:38:28,116:	[Coach] >>> TRAIN @Epoch: 453  >>>  || LOSS Avg: 0.03188
2023-09-16 13:38:28,116:	[Coach] >>> VALID @Epoch: 453  >>> 
2023-09-16 13:38:28,116:	[Coach] >>> TEST  @Epoch: 453  >>> 
2023-09-16 13:38:32,190:	[Wall TIME] >>> ChiefCoach.train takes 4.073400 seconds ...
2023-09-16 13:38:32,260:	[Coach] >>> TRAIN @Epoch: 454  >>>  || LOSS Avg: 0.03200
2023-09-16 13:38:32,260:	[Coach] >>> VALID @Epoch: 454  >>> 
2023-09-16 13:38:32,260:	[Coach] >>> TEST  @Epoch: 454  >>> 
2023-09-16 13:38:36,107:	[Wall TIME] >>> ChiefCoach.train takes 3.846688 seconds ...
2023-09-16 13:38:44,454:	[Wall TIME] >>> ChiefCoach.valid takes 8.284119 seconds ...
2023-09-16 13:38:44,454:	[Coach] >>> TRAIN @Epoch: 455  >>>  || LOSS Avg: 0.03253
2023-09-16 13:38:44,454:	[Coach] >>> VALID @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0313 || HITRATE@5 Avg: 0.0784 || HITRATE@10 Avg: 0.1063 || NDCG@5 Avg: 0.0555 || NDCG@10 Avg: 0.0645
2023-09-16 13:38:44,454:	[Coach] >>> TEST  @Epoch: 455  >>> 
2023-09-16 13:38:48,384:	[Wall TIME] >>> ChiefCoach.train takes 3.928955 seconds ...
2023-09-16 13:38:48,445:	[Coach] >>> TRAIN @Epoch: 456  >>>  || LOSS Avg: 0.03138
2023-09-16 13:38:48,445:	[Coach] >>> VALID @Epoch: 456  >>> 
2023-09-16 13:38:48,446:	[Coach] >>> TEST  @Epoch: 456  >>> 
2023-09-16 13:38:52,472:	[Wall TIME] >>> ChiefCoach.train takes 4.026356 seconds ...
2023-09-16 13:38:52,539:	[Coach] >>> TRAIN @Epoch: 457  >>>  || LOSS Avg: 0.03230
2023-09-16 13:38:52,539:	[Coach] >>> VALID @Epoch: 457  >>> 
2023-09-16 13:38:52,539:	[Coach] >>> TEST  @Epoch: 457  >>> 
2023-09-16 13:38:56,371:	[Wall TIME] >>> ChiefCoach.train takes 3.831991 seconds ...
2023-09-16 13:38:56,431:	[Coach] >>> TRAIN @Epoch: 458  >>>  || LOSS Avg: 0.03140
2023-09-16 13:38:56,431:	[Coach] >>> VALID @Epoch: 458  >>> 
2023-09-16 13:38:56,431:	[Coach] >>> TEST  @Epoch: 458  >>> 
2023-09-16 13:39:00,314:	[Wall TIME] >>> ChiefCoach.train takes 3.882817 seconds ...
2023-09-16 13:39:00,377:	[Coach] >>> TRAIN @Epoch: 459  >>>  || LOSS Avg: 0.03217
2023-09-16 13:39:00,377:	[Coach] >>> VALID @Epoch: 459  >>> 
2023-09-16 13:39:00,377:	[Coach] >>> TEST  @Epoch: 459  >>> 
2023-09-16 13:39:04,224:	[Wall TIME] >>> ChiefCoach.train takes 3.846704 seconds ...
2023-09-16 13:39:12,587:	[Wall TIME] >>> ChiefCoach.valid takes 8.283469 seconds ...
2023-09-16 13:39:12,588:	[Coach] >>> TRAIN @Epoch: 460  >>>  || LOSS Avg: 0.03167
2023-09-16 13:39:12,588:	[Coach] >>> VALID @Epoch: 460  >>>  || HITRATE@1 Avg: 0.0310 || HITRATE@5 Avg: 0.0785 || HITRATE@10 Avg: 0.1073 || NDCG@5 Avg: 0.0555 || NDCG@10 Avg: 0.0647
2023-09-16 13:39:12,588:	[Coach] >>> TEST  @Epoch: 460  >>> 
2023-09-16 13:39:16,399:	[Wall TIME] >>> ChiefCoach.train takes 3.811314 seconds ...
2023-09-16 13:39:16,464:	[Coach] >>> TRAIN @Epoch: 461  >>>  || LOSS Avg: 0.03156
2023-09-16 13:39:16,464:	[Coach] >>> VALID @Epoch: 461  >>> 
2023-09-16 13:39:16,465:	[Coach] >>> TEST  @Epoch: 461  >>> 
2023-09-16 13:39:20,276:	[Wall TIME] >>> ChiefCoach.train takes 3.811553 seconds ...
2023-09-16 13:39:20,336:	[Coach] >>> TRAIN @Epoch: 462  >>>  || LOSS Avg: 0.03160
2023-09-16 13:39:20,336:	[Coach] >>> VALID @Epoch: 462  >>> 
2023-09-16 13:39:20,336:	[Coach] >>> TEST  @Epoch: 462  >>> 
2023-09-16 13:39:24,283:	[Wall TIME] >>> ChiefCoach.train takes 3.947037 seconds ...
2023-09-16 13:39:24,344:	[Coach] >>> TRAIN @Epoch: 463  >>>  || LOSS Avg: 0.03135
2023-09-16 13:39:24,344:	[Coach] >>> VALID @Epoch: 463  >>> 
2023-09-16 13:39:24,345:	[Coach] >>> TEST  @Epoch: 463  >>> 
2023-09-16 13:39:28,254:	[Wall TIME] >>> ChiefCoach.train takes 3.909172 seconds ...
2023-09-16 13:39:28,316:	[Coach] >>> TRAIN @Epoch: 464  >>>  || LOSS Avg: 0.03193
2023-09-16 13:39:28,317:	[Coach] >>> VALID @Epoch: 464  >>> 
2023-09-16 13:39:28,317:	[Coach] >>> TEST  @Epoch: 464  >>> 
2023-09-16 13:39:32,193:	[Wall TIME] >>> ChiefCoach.train takes 3.876151 seconds ...
2023-09-16 13:39:40,692:	[Wall TIME] >>> ChiefCoach.valid takes 8.434285 seconds ...
2023-09-16 13:39:40,692:	[Coach] >>> TRAIN @Epoch: 465  >>>  || LOSS Avg: 0.03211
2023-09-16 13:39:40,693:	[Coach] >>> VALID @Epoch: 465  >>>  || HITRATE@1 Avg: 0.0314 || HITRATE@5 Avg: 0.0775 || HITRATE@10 Avg: 0.1067 || NDCG@5 Avg: 0.0552 || NDCG@10 Avg: 0.0647
2023-09-16 13:39:40,693:	[Coach] >>> TEST  @Epoch: 465  >>> 
2023-09-16 13:39:44,631:	[Wall TIME] >>> ChiefCoach.train takes 3.938306 seconds ...
2023-09-16 13:39:44,719:	[Coach] >>> TRAIN @Epoch: 466  >>>  || LOSS Avg: 0.03137
2023-09-16 13:39:44,719:	[Coach] >>> VALID @Epoch: 466  >>> 
2023-09-16 13:39:44,719:	[Coach] >>> TEST  @Epoch: 466  >>> 
2023-09-16 13:39:48,685:	[Wall TIME] >>> ChiefCoach.train takes 3.965295 seconds ...
2023-09-16 13:39:48,776:	[Coach] >>> TRAIN @Epoch: 467  >>>  || LOSS Avg: 0.03143
2023-09-16 13:39:48,776:	[Coach] >>> VALID @Epoch: 467  >>> 
2023-09-16 13:39:48,776:	[Coach] >>> TEST  @Epoch: 467  >>> 
2023-09-16 13:39:52,675:	[Wall TIME] >>> ChiefCoach.train takes 3.898700 seconds ...
2023-09-16 13:39:52,737:	[Coach] >>> TRAIN @Epoch: 468  >>>  || LOSS Avg: 0.03115
2023-09-16 13:39:52,737:	[Coach] >>> VALID @Epoch: 468  >>> 
2023-09-16 13:39:52,737:	[Coach] >>> TEST  @Epoch: 468  >>> 
2023-09-16 13:39:56,637:	[Wall TIME] >>> ChiefCoach.train takes 3.899204 seconds ...
2023-09-16 13:39:56,700:	[Coach] >>> TRAIN @Epoch: 469  >>>  || LOSS Avg: 0.03072
2023-09-16 13:39:56,701:	[Coach] >>> VALID @Epoch: 469  >>> 
2023-09-16 13:39:56,701:	[Coach] >>> TEST  @Epoch: 469  >>> 
2023-09-16 13:40:00,668:	[Wall TIME] >>> ChiefCoach.train takes 3.966736 seconds ...
2023-09-16 13:40:09,059:	[Wall TIME] >>> ChiefCoach.valid takes 8.318025 seconds ...
2023-09-16 13:40:09,059:	[Coach] >>> TRAIN @Epoch: 470  >>>  || LOSS Avg: 0.03044
2023-09-16 13:40:09,059:	[Coach] >>> VALID @Epoch: 470  >>>  || HITRATE@1 Avg: 0.0308 || HITRATE@5 Avg: 0.0780 || HITRATE@10 Avg: 0.1061 || NDCG@5 Avg: 0.0553 || NDCG@10 Avg: 0.0643
2023-09-16 13:40:09,059:	[Coach] >>> TEST  @Epoch: 470  >>> 
2023-09-16 13:40:12,933:	[Wall TIME] >>> ChiefCoach.train takes 3.873217 seconds ...
2023-09-16 13:40:13,001:	[Coach] >>> TRAIN @Epoch: 471  >>>  || LOSS Avg: 0.03087
2023-09-16 13:40:13,001:	[Coach] >>> VALID @Epoch: 471  >>> 
2023-09-16 13:40:13,001:	[Coach] >>> TEST  @Epoch: 471  >>> 
2023-09-16 13:40:16,926:	[Wall TIME] >>> ChiefCoach.train takes 3.924568 seconds ...
2023-09-16 13:40:17,003:	[Coach] >>> TRAIN @Epoch: 472  >>>  || LOSS Avg: 0.03052
2023-09-16 13:40:17,003:	[Coach] >>> VALID @Epoch: 472  >>> 
2023-09-16 13:40:17,003:	[Coach] >>> TEST  @Epoch: 472  >>> 
2023-09-16 13:40:20,867:	[Wall TIME] >>> ChiefCoach.train takes 3.863605 seconds ...
2023-09-16 13:40:20,926:	[Coach] >>> TRAIN @Epoch: 473  >>>  || LOSS Avg: 0.03121
2023-09-16 13:40:20,926:	[Coach] >>> VALID @Epoch: 473  >>> 
2023-09-16 13:40:20,927:	[Coach] >>> TEST  @Epoch: 473  >>> 
2023-09-16 13:40:24,826:	[Wall TIME] >>> ChiefCoach.train takes 3.899233 seconds ...
2023-09-16 13:40:24,886:	[Coach] >>> TRAIN @Epoch: 474  >>>  || LOSS Avg: 0.02992
2023-09-16 13:40:24,886:	[Coach] >>> VALID @Epoch: 474  >>> 
2023-09-16 13:40:24,886:	[Coach] >>> TEST  @Epoch: 474  >>> 
2023-09-16 13:40:28,800:	[Wall TIME] >>> ChiefCoach.train takes 3.913148 seconds ...
2023-09-16 13:40:37,235:	[Wall TIME] >>> ChiefCoach.valid takes 8.368298 seconds ...
2023-09-16 13:40:37,236:	[Coach] >>> TRAIN @Epoch: 475  >>>  || LOSS Avg: 0.03049
2023-09-16 13:40:37,236:	[Coach] >>> VALID @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0309 || HITRATE@5 Avg: 0.0773 || HITRATE@10 Avg: 0.1060 || NDCG@5 Avg: 0.0548 || NDCG@10 Avg: 0.0641
2023-09-16 13:40:37,236:	[Coach] >>> TEST  @Epoch: 475  >>> 
2023-09-16 13:40:41,121:	[Wall TIME] >>> ChiefCoach.train takes 3.884734 seconds ...
2023-09-16 13:40:41,193:	[Coach] >>> TRAIN @Epoch: 476  >>>  || LOSS Avg: 0.03075
2023-09-16 13:40:41,193:	[Coach] >>> VALID @Epoch: 476  >>> 
2023-09-16 13:40:41,193:	[Coach] >>> TEST  @Epoch: 476  >>> 
2023-09-16 13:40:45,022:	[Wall TIME] >>> ChiefCoach.train takes 3.829282 seconds ...
2023-09-16 13:40:45,094:	[Coach] >>> TRAIN @Epoch: 477  >>>  || LOSS Avg: 0.03042
2023-09-16 13:40:45,095:	[Coach] >>> VALID @Epoch: 477  >>> 
2023-09-16 13:40:45,095:	[Coach] >>> TEST  @Epoch: 477  >>> 
2023-09-16 13:40:48,975:	[Wall TIME] >>> ChiefCoach.train takes 3.880409 seconds ...
2023-09-16 13:40:49,038:	[Coach] >>> TRAIN @Epoch: 478  >>>  || LOSS Avg: 0.03031
2023-09-16 13:40:49,038:	[Coach] >>> VALID @Epoch: 478  >>> 
2023-09-16 13:40:49,038:	[Coach] >>> TEST  @Epoch: 478  >>> 
2023-09-16 13:40:52,985:	[Wall TIME] >>> ChiefCoach.train takes 3.946951 seconds ...
2023-09-16 13:40:53,052:	[Coach] >>> TRAIN @Epoch: 479  >>>  || LOSS Avg: 0.03010
2023-09-16 13:40:53,052:	[Coach] >>> VALID @Epoch: 479  >>> 
2023-09-16 13:40:53,052:	[Coach] >>> TEST  @Epoch: 479  >>> 
2023-09-16 13:40:56,901:	[Wall TIME] >>> ChiefCoach.train takes 3.848348 seconds ...
2023-09-16 13:41:05,297:	[Wall TIME] >>> ChiefCoach.valid takes 8.334419 seconds ...
2023-09-16 13:41:05,298:	[Coach] >>> TRAIN @Epoch: 480  >>>  || LOSS Avg: 0.03042
2023-09-16 13:41:05,298:	[Coach] >>> VALID @Epoch: 480  >>>  || HITRATE@1 Avg: 0.0312 || HITRATE@5 Avg: 0.0781 || HITRATE@10 Avg: 0.1070 || NDCG@5 Avg: 0.0555 || NDCG@10 Avg: 0.0648
2023-09-16 13:41:05,298:	[Coach] >>> TEST  @Epoch: 480  >>> 
2023-09-16 13:41:09,170:	[Wall TIME] >>> ChiefCoach.train takes 3.872005 seconds ...
2023-09-16 13:41:09,253:	[Coach] >>> TRAIN @Epoch: 481  >>>  || LOSS Avg: 0.03046
2023-09-16 13:41:09,253:	[Coach] >>> VALID @Epoch: 481  >>> 
2023-09-16 13:41:09,253:	[Coach] >>> TEST  @Epoch: 481  >>> 
2023-09-16 13:41:13,216:	[Wall TIME] >>> ChiefCoach.train takes 3.962152 seconds ...
2023-09-16 13:41:13,281:	[Coach] >>> TRAIN @Epoch: 482  >>>  || LOSS Avg: 0.03087
2023-09-16 13:41:13,281:	[Coach] >>> VALID @Epoch: 482  >>> 
2023-09-16 13:41:13,282:	[Coach] >>> TEST  @Epoch: 482  >>> 
2023-09-16 13:41:17,220:	[Wall TIME] >>> ChiefCoach.train takes 3.937811 seconds ...
2023-09-16 13:41:17,284:	[Coach] >>> TRAIN @Epoch: 483  >>>  || LOSS Avg: 0.03062
2023-09-16 13:41:17,284:	[Coach] >>> VALID @Epoch: 483  >>> 
2023-09-16 13:41:17,284:	[Coach] >>> TEST  @Epoch: 483  >>> 
2023-09-16 13:41:21,136:	[Wall TIME] >>> ChiefCoach.train takes 3.851555 seconds ...
2023-09-16 13:41:21,199:	[Coach] >>> TRAIN @Epoch: 484  >>>  || LOSS Avg: 0.02956
2023-09-16 13:41:21,200:	[Coach] >>> VALID @Epoch: 484  >>> 
2023-09-16 13:41:21,200:	[Coach] >>> TEST  @Epoch: 484  >>> 
2023-09-16 13:41:25,184:	[Wall TIME] >>> ChiefCoach.train takes 3.984421 seconds ...
2023-09-16 13:41:33,551:	[Wall TIME] >>> ChiefCoach.valid takes 8.301457 seconds ...
2023-09-16 13:41:33,551:	[Coach] >>> TRAIN @Epoch: 485  >>>  || LOSS Avg: 0.03014
2023-09-16 13:41:33,551:	[Coach] >>> VALID @Epoch: 485  >>>  || HITRATE@1 Avg: 0.0311 || HITRATE@5 Avg: 0.0768 || HITRATE@10 Avg: 0.1068 || NDCG@5 Avg: 0.0549 || NDCG@10 Avg: 0.0646
2023-09-16 13:41:33,552:	[Coach] >>> TEST  @Epoch: 485  >>> 
2023-09-16 13:41:37,428:	[Wall TIME] >>> ChiefCoach.train takes 3.875898 seconds ...
2023-09-16 13:41:37,513:	[Coach] >>> TRAIN @Epoch: 486  >>>  || LOSS Avg: 0.03023
2023-09-16 13:41:37,513:	[Coach] >>> VALID @Epoch: 486  >>> 
2023-09-16 13:41:37,514:	[Coach] >>> TEST  @Epoch: 486  >>> 
2023-09-16 13:41:41,346:	[Wall TIME] >>> ChiefCoach.train takes 3.832512 seconds ...
2023-09-16 13:41:41,411:	[Coach] >>> TRAIN @Epoch: 487  >>>  || LOSS Avg: 0.02995
2023-09-16 13:41:41,411:	[Coach] >>> VALID @Epoch: 487  >>> 
2023-09-16 13:41:41,411:	[Coach] >>> TEST  @Epoch: 487  >>> 
2023-09-16 13:41:45,287:	[Wall TIME] >>> ChiefCoach.train takes 3.875451 seconds ...
2023-09-16 13:41:45,354:	[Coach] >>> TRAIN @Epoch: 488  >>>  || LOSS Avg: 0.02983
2023-09-16 13:41:45,354:	[Coach] >>> VALID @Epoch: 488  >>> 
2023-09-16 13:41:45,354:	[Coach] >>> TEST  @Epoch: 488  >>> 
2023-09-16 13:41:49,237:	[Wall TIME] >>> ChiefCoach.train takes 3.882506 seconds ...
2023-09-16 13:41:49,299:	[Coach] >>> TRAIN @Epoch: 489  >>>  || LOSS Avg: 0.03009
2023-09-16 13:41:49,299:	[Coach] >>> VALID @Epoch: 489  >>> 
2023-09-16 13:41:49,299:	[Coach] >>> TEST  @Epoch: 489  >>> 
2023-09-16 13:41:53,174:	[Wall TIME] >>> ChiefCoach.train takes 3.875043 seconds ...
2023-09-16 13:42:01,534:	[Wall TIME] >>> ChiefCoach.valid takes 8.293230 seconds ...
2023-09-16 13:42:01,534:	[Coach] >>> TRAIN @Epoch: 490  >>>  || LOSS Avg: 0.02920
2023-09-16 13:42:01,534:	[Coach] >>> VALID @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0307 || HITRATE@5 Avg: 0.0775 || HITRATE@10 Avg: 0.1051 || NDCG@5 Avg: 0.0549 || NDCG@10 Avg: 0.0638
2023-09-16 13:42:01,534:	[Coach] >>> TEST  @Epoch: 490  >>> 
2023-09-16 13:42:05,384:	[Wall TIME] >>> ChiefCoach.train takes 3.849536 seconds ...
2023-09-16 13:42:05,446:	[Coach] >>> TRAIN @Epoch: 491  >>>  || LOSS Avg: 0.03003
2023-09-16 13:42:05,447:	[Coach] >>> VALID @Epoch: 491  >>> 
2023-09-16 13:42:05,447:	[Coach] >>> TEST  @Epoch: 491  >>> 
2023-09-16 13:42:09,383:	[Wall TIME] >>> ChiefCoach.train takes 3.935762 seconds ...
2023-09-16 13:42:09,455:	[Coach] >>> TRAIN @Epoch: 492  >>>  || LOSS Avg: 0.02991
2023-09-16 13:42:09,455:	[Coach] >>> VALID @Epoch: 492  >>> 
2023-09-16 13:42:09,455:	[Coach] >>> TEST  @Epoch: 492  >>> 
2023-09-16 13:42:13,271:	[Wall TIME] >>> ChiefCoach.train takes 3.815333 seconds ...
2023-09-16 13:42:13,333:	[Coach] >>> TRAIN @Epoch: 493  >>>  || LOSS Avg: 0.02939
2023-09-16 13:42:13,333:	[Coach] >>> VALID @Epoch: 493  >>> 
2023-09-16 13:42:13,334:	[Coach] >>> TEST  @Epoch: 493  >>> 
2023-09-16 13:42:17,364:	[Wall TIME] >>> ChiefCoach.train takes 4.030465 seconds ...
2023-09-16 13:42:17,438:	[Coach] >>> TRAIN @Epoch: 494  >>>  || LOSS Avg: 0.02911
2023-09-16 13:42:17,439:	[Coach] >>> VALID @Epoch: 494  >>> 
2023-09-16 13:42:17,439:	[Coach] >>> TEST  @Epoch: 494  >>> 
2023-09-16 13:42:21,351:	[Wall TIME] >>> ChiefCoach.train takes 3.911650 seconds ...
2023-09-16 13:42:29,862:	[Wall TIME] >>> ChiefCoach.valid takes 8.377498 seconds ...
2023-09-16 13:42:29,863:	[Coach] >>> TRAIN @Epoch: 495  >>>  || LOSS Avg: 0.02899
2023-09-16 13:42:29,863:	[Coach] >>> VALID @Epoch: 495  >>>  || HITRATE@1 Avg: 0.0317 || HITRATE@5 Avg: 0.0772 || HITRATE@10 Avg: 0.1068 || NDCG@5 Avg: 0.0553 || NDCG@10 Avg: 0.0648
2023-09-16 13:42:29,863:	[Coach] >>> TEST  @Epoch: 495  >>> 
2023-09-16 13:42:33,678:	[Wall TIME] >>> ChiefCoach.train takes 3.814656 seconds ...
2023-09-16 13:42:33,740:	[Coach] >>> TRAIN @Epoch: 496  >>>  || LOSS Avg: 0.02946
2023-09-16 13:42:33,740:	[Coach] >>> VALID @Epoch: 496  >>> 
2023-09-16 13:42:33,740:	[Coach] >>> TEST  @Epoch: 496  >>> 
2023-09-16 13:42:37,589:	[Wall TIME] >>> ChiefCoach.train takes 3.849170 seconds ...
2023-09-16 13:42:37,673:	[Coach] >>> TRAIN @Epoch: 497  >>>  || LOSS Avg: 0.02911
2023-09-16 13:42:37,674:	[Coach] >>> VALID @Epoch: 497  >>> 
2023-09-16 13:42:37,674:	[Coach] >>> TEST  @Epoch: 497  >>> 
2023-09-16 13:42:41,733:	[Wall TIME] >>> ChiefCoach.train takes 4.058822 seconds ...
2023-09-16 13:42:41,804:	[Coach] >>> TRAIN @Epoch: 498  >>>  || LOSS Avg: 0.02931
2023-09-16 13:42:41,804:	[Coach] >>> VALID @Epoch: 498  >>> 
2023-09-16 13:42:41,804:	[Coach] >>> TEST  @Epoch: 498  >>> 
2023-09-16 13:42:45,731:	[Wall TIME] >>> ChiefCoach.train takes 3.926385 seconds ...
2023-09-16 13:42:45,813:	[Coach] >>> TRAIN @Epoch: 499  >>>  || LOSS Avg: 0.02918
2023-09-16 13:42:45,813:	[Coach] >>> VALID @Epoch: 499  >>> 
2023-09-16 13:42:45,813:	[Coach] >>> TEST  @Epoch: 499  >>> 
2023-09-16 13:42:49,720:	[Wall TIME] >>> ChiefCoach.train takes 3.906265 seconds ...
2023-09-16 13:42:58,057:	[Wall TIME] >>> ChiefCoach.valid takes 8.311214 seconds ...
2023-09-16 13:43:06,384:	[Wall TIME] >>> ChiefCoach.test takes 8.326690 seconds ...
2023-09-16 13:43:06,384:	[Coach] >>> TRAIN @Epoch: 500  >>>  || LOSS Avg: 0.02889
2023-09-16 13:43:06,384:	[Coach] >>> VALID @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0314 || HITRATE@5 Avg: 0.0778 || HITRATE@10 Avg: 0.1081 || NDCG@5 Avg: 0.0553 || NDCG@10 Avg: 0.0650
2023-09-16 13:43:06,385:	[Coach] >>> TEST  @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0269 || HITRATE@5 Avg: 0.0635 || HITRATE@10 Avg: 0.0860 || NDCG@5 Avg: 0.0460 || NDCG@10 Avg: 0.0533
2023-09-16 13:43:08,052:	   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.028893     499
1   valid   HITRATE@1  0.032300     375
2   valid   HITRATE@5  0.080002     400
3   valid  HITRATE@10  0.108129     500
4   valid      NDCG@5  0.056557     400
5   valid     NDCG@10  0.065527     400
6    test   HITRATE@1  0.026942       0
7    test   HITRATE@5  0.063517       0
8    test  HITRATE@10  0.086029       0
9    test      NDCG@5  0.046023       0
10   test     NDCG@10  0.053297       0
2023-09-16 13:43:08,052:	[LoG_PaTH] >>> ./logs/Toys-5/AmazonToys_550_Chron/0-0916125539
2023-09-16 13:43:08,194:	[Wall TIME] >>> Coach.summary takes 1.809128 seconds ...
2023-09-16 13:43:08,194:	[Coach] >>> Load best model @Epoch 400  
2023-09-16 13:43:16,558:	[Wall TIME] >>> ChiefCoach.valid takes 8.352431 seconds ...
2023-09-16 13:43:24,998:	[Wall TIME] >>> ChiefCoach.test takes 8.439278 seconds ...
2023-09-16 13:43:24,998:	[Coach] >>> TRAIN @Epoch: 400  >>> 
2023-09-16 13:43:24,999:	[Coach] >>> VALID @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0318 || HITRATE@5 Avg: 0.0800 || HITRATE@10 Avg: 0.1079 || NDCG@5 Avg: 0.0566 || NDCG@10 Avg: 0.0655
2023-09-16 13:43:24,999:	[Coach] >>> TEST  @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0270 || HITRATE@5 Avg: 0.0628 || HITRATE@10 Avg: 0.0865 || NDCG@5 Avg: 0.0455 || NDCG@10 Avg: 0.0531
2023-09-16 13:43:25,014:	[Wall TIME] >>> Coach.fit takes 2856.662884 seconds ...
