2023-09-22 09:45:19,777:	========================================================================
2023-09-22 09:45:19,778:	========================================================================
2023-09-22 09:45:19,778:	========================================================================
2023-09-22 09:45:19,778:	[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True
2023-09-22 09:45:19,778:	[Seed] >>> Set seed: 0
2023-09-22 09:45:19,779:	[PARSER] >>>
[BENCHMARK: False] 
[SEED: 0] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: I-I-Beauty-5] 
[root: ../../data] 
[dataset: AmazonBeauty_550_Chron] 
[config: item-item/AmazonBeauty_550_Chron.yaml] 
[ranking: full] 
[device: 0] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.1] 
[lr: 0.001] 
[batch_size: 2048] 
[epochs: 1000] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0922094516] 
[embedding_dim: 64] 
[maxlen4graph: 50] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.9] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/I-I-Beauty-5/AmazonBeauty_550_Chron/0] 
[LOG_PATH: ./logs/I-I-Beauty-5/AmazonBeauty_550_Chron/0-0922094516] 

2023-09-22 09:45:19,779:	[Wall TIME] >>> Parser.compile takes 0.005358 seconds ...
2023-09-22 09:45:19,794:	[AmazonBeauty_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.ID,FieldTags.User]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.Item,FieldTags.ID]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Dense,FieldTags.Timestamp]
2023-09-22 09:45:20,060:	+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |      Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| 22363  | 12101  | 8.876358270357287 |     198502    | 153776 | 22363  | 22363 | 0.0007335227064174272 |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
2023-09-22 09:45:20,060:	[Wall TIME] >>> RecDataSet.compile takes 0.280430 seconds ...
2023-09-22 09:45:20,188:	[Wall TIME] >>> GenTrainUniformSampler.prepare takes 0.127531 seconds ...
2023-09-22 09:45:20,437:	[Wall TIME] >>> GenValidYielder.prepare takes 0.248825 seconds ...
2023-09-22 09:45:20,586:	[Wall TIME] >>> GenTestYielder.prepare takes 0.148398 seconds ...
2023-09-22 09:45:24,204:	[Coach] >>> Set best meter: NDCG@10 
2023-09-22 09:45:24,205:	[Wall TIME] >>> Coach.compile takes 0.001270 seconds ...
2023-09-22 09:45:25,489:	[Wall TIME] >>> ChiefCoach.valid takes 1.247668 seconds ...
2023-09-22 09:45:25,490:	[Coach] >>> Better ***NDCG@10*** of ***0.0004*** 
2023-09-22 09:45:25,510:	[Coach] >>> TRAIN @Epoch: 0    >>> 
2023-09-22 09:45:25,510:	[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0000 || HITRATE@5 Avg: 0.0003 || HITRATE@10 Avg: 0.0009 || NDCG@5 Avg: 0.0001 || NDCG@10 Avg: 0.0004
2023-09-22 09:45:25,510:	[Coach] >>> TEST  @Epoch: 0    >>> 
2023-09-22 09:45:27,330:	[Wall TIME] >>> ChiefCoach.train takes 1.819825 seconds ...
2023-09-22 09:45:27,402:	[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.69267
2023-09-22 09:45:27,402:	[Coach] >>> VALID @Epoch: 1    >>> 
2023-09-22 09:45:27,402:	[Coach] >>> TEST  @Epoch: 1    >>> 
2023-09-22 09:45:29,355:	[Wall TIME] >>> ChiefCoach.train takes 1.952429 seconds ...
2023-09-22 09:45:29,426:	[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.68355
2023-09-22 09:45:29,426:	[Coach] >>> VALID @Epoch: 2    >>> 
2023-09-22 09:45:29,426:	[Coach] >>> TEST  @Epoch: 2    >>> 
2023-09-22 09:45:31,102:	[Wall TIME] >>> ChiefCoach.train takes 1.675316 seconds ...
2023-09-22 09:45:31,175:	[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.64859
2023-09-22 09:45:31,175:	[Coach] >>> VALID @Epoch: 3    >>> 
2023-09-22 09:45:31,175:	[Coach] >>> TEST  @Epoch: 3    >>> 
2023-09-22 09:45:32,876:	[Wall TIME] >>> ChiefCoach.train takes 1.700788 seconds ...
2023-09-22 09:45:32,945:	[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.58893
2023-09-22 09:45:32,945:	[Coach] >>> VALID @Epoch: 4    >>> 
2023-09-22 09:45:32,945:	[Coach] >>> TEST  @Epoch: 4    >>> 
2023-09-22 09:45:34,943:	[Wall TIME] >>> ChiefCoach.train takes 1.998127 seconds ...
2023-09-22 09:45:36,037:	[Wall TIME] >>> ChiefCoach.valid takes 1.023295 seconds ...
2023-09-22 09:45:36,037:	[Coach] >>> Better ***NDCG@10*** of ***0.0258*** 
2023-09-22 09:45:36,058:	[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.52401
2023-09-22 09:45:36,059:	[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0085 || HITRATE@5 Avg: 0.0313 || HITRATE@10 Avg: 0.0501 || NDCG@5 Avg: 0.0197 || NDCG@10 Avg: 0.0258
2023-09-22 09:45:36,059:	[Coach] >>> TEST  @Epoch: 5    >>> 
2023-09-22 09:45:37,647:	[Wall TIME] >>> ChiefCoach.train takes 1.588689 seconds ...
2023-09-22 09:45:37,733:	[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.46436
2023-09-22 09:45:37,734:	[Coach] >>> VALID @Epoch: 6    >>> 
2023-09-22 09:45:37,734:	[Coach] >>> TEST  @Epoch: 6    >>> 
2023-09-22 09:45:39,357:	[Wall TIME] >>> ChiefCoach.train takes 1.622756 seconds ...
2023-09-22 09:45:39,429:	[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.41060
2023-09-22 09:45:39,429:	[Coach] >>> VALID @Epoch: 7    >>> 
2023-09-22 09:45:39,429:	[Coach] >>> TEST  @Epoch: 7    >>> 
2023-09-22 09:45:40,969:	[Wall TIME] >>> ChiefCoach.train takes 1.539586 seconds ...
2023-09-22 09:45:41,045:	[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.36188
2023-09-22 09:45:41,045:	[Coach] >>> VALID @Epoch: 8    >>> 
2023-09-22 09:45:41,045:	[Coach] >>> TEST  @Epoch: 8    >>> 
2023-09-22 09:45:42,864:	[Wall TIME] >>> ChiefCoach.train takes 1.818888 seconds ...
2023-09-22 09:45:43,095:	[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.32132
2023-09-22 09:45:43,095:	[Coach] >>> VALID @Epoch: 9    >>> 
2023-09-22 09:45:43,097:	[Coach] >>> TEST  @Epoch: 9    >>> 
2023-09-22 09:45:44,858:	[Wall TIME] >>> ChiefCoach.train takes 1.760161 seconds ...
2023-09-22 09:45:45,947:	[Wall TIME] >>> ChiefCoach.valid takes 0.947912 seconds ...
2023-09-22 09:45:45,948:	[Coach] >>> Better ***NDCG@10*** of ***0.0310*** 
2023-09-22 09:45:45,972:	[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.28490
2023-09-22 09:45:45,972:	[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0387 || HITRATE@10 Avg: 0.0594 || NDCG@5 Avg: 0.0243 || NDCG@10 Avg: 0.0310
2023-09-22 09:45:45,972:	[Coach] >>> TEST  @Epoch: 10   >>> 
2023-09-22 09:45:47,696:	[Wall TIME] >>> ChiefCoach.train takes 1.723600 seconds ...
2023-09-22 09:45:47,872:	[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.25388
2023-09-22 09:45:47,872:	[Coach] >>> VALID @Epoch: 11   >>> 
2023-09-22 09:45:47,872:	[Coach] >>> TEST  @Epoch: 11   >>> 
2023-09-22 09:45:50,136:	[Wall TIME] >>> ChiefCoach.train takes 2.263701 seconds ...
2023-09-22 09:45:50,222:	[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.22824
2023-09-22 09:45:50,223:	[Coach] >>> VALID @Epoch: 12   >>> 
2023-09-22 09:45:50,223:	[Coach] >>> TEST  @Epoch: 12   >>> 
2023-09-22 09:45:52,074:	[Wall TIME] >>> ChiefCoach.train takes 1.851169 seconds ...
2023-09-22 09:45:52,292:	[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.20583
2023-09-22 09:45:52,292:	[Coach] >>> VALID @Epoch: 13   >>> 
2023-09-22 09:45:52,292:	[Coach] >>> TEST  @Epoch: 13   >>> 
2023-09-22 09:45:54,232:	[Wall TIME] >>> ChiefCoach.train takes 1.940147 seconds ...
2023-09-22 09:45:54,309:	[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.18589
2023-09-22 09:45:54,309:	[Coach] >>> VALID @Epoch: 14   >>> 
2023-09-22 09:45:54,309:	[Coach] >>> TEST  @Epoch: 14   >>> 
2023-09-22 09:45:56,135:	[Wall TIME] >>> ChiefCoach.train takes 1.825850 seconds ...
2023-09-22 09:45:57,171:	[Wall TIME] >>> ChiefCoach.valid takes 0.956418 seconds ...
2023-09-22 09:45:57,172:	[Coach] >>> Better ***NDCG@10*** of ***0.0333*** 
2023-09-22 09:45:57,193:	[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.17008
2023-09-22 09:45:57,193:	[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0417 || HITRATE@10 Avg: 0.0636 || NDCG@5 Avg: 0.0263 || NDCG@10 Avg: 0.0333
2023-09-22 09:45:57,194:	[Coach] >>> TEST  @Epoch: 15   >>> 
2023-09-22 09:45:59,088:	[Wall TIME] >>> ChiefCoach.train takes 1.894340 seconds ...
2023-09-22 09:45:59,259:	[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.15651
2023-09-22 09:45:59,259:	[Coach] >>> VALID @Epoch: 16   >>> 
2023-09-22 09:45:59,259:	[Coach] >>> TEST  @Epoch: 16   >>> 
2023-09-22 09:46:01,019:	[Wall TIME] >>> ChiefCoach.train takes 1.759438 seconds ...
2023-09-22 09:46:01,151:	[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.14343
2023-09-22 09:46:01,151:	[Coach] >>> VALID @Epoch: 17   >>> 
2023-09-22 09:46:01,152:	[Coach] >>> TEST  @Epoch: 17   >>> 
2023-09-22 09:46:03,235:	[Wall TIME] >>> ChiefCoach.train takes 2.083529 seconds ...
2023-09-22 09:46:03,303:	[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.13304
2023-09-22 09:46:03,303:	[Coach] >>> VALID @Epoch: 18   >>> 
2023-09-22 09:46:03,303:	[Coach] >>> TEST  @Epoch: 18   >>> 
2023-09-22 09:46:05,118:	[Wall TIME] >>> ChiefCoach.train takes 1.814482 seconds ...
2023-09-22 09:46:05,191:	[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.12448
2023-09-22 09:46:05,191:	[Coach] >>> VALID @Epoch: 19   >>> 
2023-09-22 09:46:05,192:	[Coach] >>> TEST  @Epoch: 19   >>> 
2023-09-22 09:46:07,002:	[Wall TIME] >>> ChiefCoach.train takes 1.810040 seconds ...
2023-09-22 09:46:08,025:	[Wall TIME] >>> ChiefCoach.valid takes 0.955165 seconds ...
2023-09-22 09:46:08,025:	[Coach] >>> Better ***NDCG@10*** of ***0.0343*** 
2023-09-22 09:46:08,051:	[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.11538
2023-09-22 09:46:08,051:	[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0431 || HITRATE@10 Avg: 0.0657 || NDCG@5 Avg: 0.0271 || NDCG@10 Avg: 0.0343
2023-09-22 09:46:08,051:	[Coach] >>> TEST  @Epoch: 20   >>> 
2023-09-22 09:46:09,477:	[Wall TIME] >>> ChiefCoach.train takes 1.425015 seconds ...
2023-09-22 09:46:09,554:	[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.10874
2023-09-22 09:46:09,555:	[Coach] >>> VALID @Epoch: 21   >>> 
2023-09-22 09:46:09,555:	[Coach] >>> TEST  @Epoch: 21   >>> 
2023-09-22 09:46:11,176:	[Wall TIME] >>> ChiefCoach.train takes 1.620790 seconds ...
2023-09-22 09:46:11,489:	[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.10219
2023-09-22 09:46:11,489:	[Coach] >>> VALID @Epoch: 22   >>> 
2023-09-22 09:46:11,489:	[Coach] >>> TEST  @Epoch: 22   >>> 
2023-09-22 09:46:13,394:	[Wall TIME] >>> ChiefCoach.train takes 1.904309 seconds ...
2023-09-22 09:46:13,625:	[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.09674
2023-09-22 09:46:13,625:	[Coach] >>> VALID @Epoch: 23   >>> 
2023-09-22 09:46:13,625:	[Coach] >>> TEST  @Epoch: 23   >>> 
2023-09-22 09:46:15,457:	[Wall TIME] >>> ChiefCoach.train takes 1.831849 seconds ...
2023-09-22 09:46:15,625:	[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.09121
2023-09-22 09:46:15,625:	[Coach] >>> VALID @Epoch: 24   >>> 
2023-09-22 09:46:15,625:	[Coach] >>> TEST  @Epoch: 24   >>> 
2023-09-22 09:46:17,470:	[Wall TIME] >>> ChiefCoach.train takes 1.845237 seconds ...
2023-09-22 09:46:18,547:	[Wall TIME] >>> ChiefCoach.valid takes 1.001528 seconds ...
2023-09-22 09:46:18,681:	[Coach] >>> Better ***NDCG@10*** of ***0.0350*** 
2023-09-22 09:46:18,704:	[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.08643
2023-09-22 09:46:18,704:	[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0435 || HITRATE@10 Avg: 0.0663 || NDCG@5 Avg: 0.0277 || NDCG@10 Avg: 0.0350
2023-09-22 09:46:18,705:	[Coach] >>> TEST  @Epoch: 25   >>> 
2023-09-22 09:46:20,406:	[Wall TIME] >>> ChiefCoach.train takes 1.701763 seconds ...
2023-09-22 09:46:20,479:	[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.08264
2023-09-22 09:46:20,480:	[Coach] >>> VALID @Epoch: 26   >>> 
2023-09-22 09:46:20,480:	[Coach] >>> TEST  @Epoch: 26   >>> 
2023-09-22 09:46:22,387:	[Wall TIME] >>> ChiefCoach.train takes 1.906847 seconds ...
2023-09-22 09:46:22,456:	[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.07889
2023-09-22 09:46:22,457:	[Coach] >>> VALID @Epoch: 27   >>> 
2023-09-22 09:46:22,457:	[Coach] >>> TEST  @Epoch: 27   >>> 
2023-09-22 09:46:24,152:	[Wall TIME] >>> ChiefCoach.train takes 1.695592 seconds ...
2023-09-22 09:46:24,225:	[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.07520
2023-09-22 09:46:24,225:	[Coach] >>> VALID @Epoch: 28   >>> 
2023-09-22 09:46:24,225:	[Coach] >>> TEST  @Epoch: 28   >>> 
2023-09-22 09:46:25,887:	[Wall TIME] >>> ChiefCoach.train takes 1.661594 seconds ...
2023-09-22 09:46:26,066:	[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.07280
2023-09-22 09:46:26,066:	[Coach] >>> VALID @Epoch: 29   >>> 
2023-09-22 09:46:26,066:	[Coach] >>> TEST  @Epoch: 29   >>> 
2023-09-22 09:46:27,785:	[Wall TIME] >>> ChiefCoach.train takes 1.718740 seconds ...
2023-09-22 09:46:29,000:	[Wall TIME] >>> ChiefCoach.valid takes 1.139257 seconds ...
2023-09-22 09:46:29,000:	[Coach] >>> Better ***NDCG@10*** of ***0.0352*** 
2023-09-22 09:46:29,022:	[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.06968
2023-09-22 09:46:29,023:	[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0430 || HITRATE@10 Avg: 0.0669 || NDCG@5 Avg: 0.0274 || NDCG@10 Avg: 0.0352
2023-09-22 09:46:29,023:	[Coach] >>> TEST  @Epoch: 30   >>> 
2023-09-22 09:46:30,853:	[Wall TIME] >>> ChiefCoach.train takes 1.829604 seconds ...
2023-09-22 09:46:30,929:	[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.06687
2023-09-22 09:46:30,929:	[Coach] >>> VALID @Epoch: 31   >>> 
2023-09-22 09:46:30,930:	[Coach] >>> TEST  @Epoch: 31   >>> 
2023-09-22 09:46:32,793:	[Wall TIME] >>> ChiefCoach.train takes 1.863404 seconds ...
2023-09-22 09:46:32,965:	[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.06484
2023-09-22 09:46:32,965:	[Coach] >>> VALID @Epoch: 32   >>> 
2023-09-22 09:46:32,965:	[Coach] >>> TEST  @Epoch: 32   >>> 
2023-09-22 09:46:34,611:	[Wall TIME] >>> ChiefCoach.train takes 1.645794 seconds ...
2023-09-22 09:46:34,689:	[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.06214
2023-09-22 09:46:34,689:	[Coach] >>> VALID @Epoch: 33   >>> 
2023-09-22 09:46:34,689:	[Coach] >>> TEST  @Epoch: 33   >>> 
2023-09-22 09:46:36,568:	[Wall TIME] >>> ChiefCoach.train takes 1.879122 seconds ...
2023-09-22 09:46:36,640:	[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.06017
2023-09-22 09:46:36,640:	[Coach] >>> VALID @Epoch: 34   >>> 
2023-09-22 09:46:36,640:	[Coach] >>> TEST  @Epoch: 34   >>> 
2023-09-22 09:46:38,321:	[Wall TIME] >>> ChiefCoach.train takes 1.680714 seconds ...
2023-09-22 09:46:39,549:	[Wall TIME] >>> ChiefCoach.valid takes 0.986219 seconds ...
2023-09-22 09:46:39,549:	[Coach] >>> Better ***NDCG@10*** of ***0.0358*** 
2023-09-22 09:46:39,576:	[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.05872
2023-09-22 09:46:39,576:	[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0126 || HITRATE@5 Avg: 0.0441 || HITRATE@10 Avg: 0.0676 || NDCG@5 Avg: 0.0283 || NDCG@10 Avg: 0.0358
2023-09-22 09:46:39,576:	[Coach] >>> TEST  @Epoch: 35   >>> 
2023-09-22 09:46:41,215:	[Wall TIME] >>> ChiefCoach.train takes 1.638920 seconds ...
2023-09-22 09:46:41,572:	[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.05545
2023-09-22 09:46:41,572:	[Coach] >>> VALID @Epoch: 36   >>> 
2023-09-22 09:46:41,572:	[Coach] >>> TEST  @Epoch: 36   >>> 
2023-09-22 09:46:43,354:	[Wall TIME] >>> ChiefCoach.train takes 1.781629 seconds ...
2023-09-22 09:46:43,674:	[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.05418
2023-09-22 09:46:43,674:	[Coach] >>> VALID @Epoch: 37   >>> 
2023-09-22 09:46:43,674:	[Coach] >>> TEST  @Epoch: 37   >>> 
2023-09-22 09:46:45,442:	[Wall TIME] >>> ChiefCoach.train takes 1.767668 seconds ...
2023-09-22 09:46:45,564:	[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.05303
2023-09-22 09:46:45,565:	[Coach] >>> VALID @Epoch: 38   >>> 
2023-09-22 09:46:45,565:	[Coach] >>> TEST  @Epoch: 38   >>> 
2023-09-22 09:46:47,546:	[Wall TIME] >>> ChiefCoach.train takes 1.980603 seconds ...
2023-09-22 09:46:47,619:	[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.05187
2023-09-22 09:46:47,619:	[Coach] >>> VALID @Epoch: 39   >>> 
2023-09-22 09:46:47,619:	[Coach] >>> TEST  @Epoch: 39   >>> 
2023-09-22 09:46:49,347:	[Wall TIME] >>> ChiefCoach.train takes 1.727296 seconds ...
2023-09-22 09:46:50,436:	[Wall TIME] >>> ChiefCoach.valid takes 1.019599 seconds ...
2023-09-22 09:46:50,436:	[Coach] >>> Better ***NDCG@10*** of ***0.0363*** 
2023-09-22 09:46:50,462:	[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.05044
2023-09-22 09:46:50,463:	[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0131 || HITRATE@5 Avg: 0.0442 || HITRATE@10 Avg: 0.0682 || NDCG@5 Avg: 0.0285 || NDCG@10 Avg: 0.0363
2023-09-22 09:46:50,463:	[Coach] >>> TEST  @Epoch: 40   >>> 
2023-09-22 09:46:52,171:	[Wall TIME] >>> ChiefCoach.train takes 1.708430 seconds ...
2023-09-22 09:46:52,245:	[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.04869
2023-09-22 09:46:52,245:	[Coach] >>> VALID @Epoch: 41   >>> 
2023-09-22 09:46:52,245:	[Coach] >>> TEST  @Epoch: 41   >>> 
2023-09-22 09:46:54,100:	[Wall TIME] >>> ChiefCoach.train takes 1.854212 seconds ...
2023-09-22 09:46:54,170:	[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.04768
2023-09-22 09:46:54,170:	[Coach] >>> VALID @Epoch: 42   >>> 
2023-09-22 09:46:54,171:	[Coach] >>> TEST  @Epoch: 42   >>> 
2023-09-22 09:46:56,088:	[Wall TIME] >>> ChiefCoach.train takes 1.917567 seconds ...
2023-09-22 09:46:56,170:	[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.04588
2023-09-22 09:46:56,171:	[Coach] >>> VALID @Epoch: 43   >>> 
2023-09-22 09:46:56,171:	[Coach] >>> TEST  @Epoch: 43   >>> 
2023-09-22 09:46:58,315:	[Wall TIME] >>> ChiefCoach.train takes 2.144356 seconds ...
2023-09-22 09:46:58,395:	[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.04524
2023-09-22 09:46:58,395:	[Coach] >>> VALID @Epoch: 44   >>> 
2023-09-22 09:46:58,395:	[Coach] >>> TEST  @Epoch: 44   >>> 
2023-09-22 09:47:00,444:	[Wall TIME] >>> ChiefCoach.train takes 2.048161 seconds ...
2023-09-22 09:47:01,589:	[Wall TIME] >>> ChiefCoach.valid takes 1.068799 seconds ...
2023-09-22 09:47:01,590:	[Coach] >>> Better ***NDCG@10*** of ***0.0364*** 
2023-09-22 09:47:01,617:	[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.04384
2023-09-22 09:47:01,618:	[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0127 || HITRATE@5 Avg: 0.0445 || HITRATE@10 Avg: 0.0689 || NDCG@5 Avg: 0.0286 || NDCG@10 Avg: 0.0364
2023-09-22 09:47:01,618:	[Coach] >>> TEST  @Epoch: 45   >>> 
2023-09-22 09:47:03,508:	[Wall TIME] >>> ChiefCoach.train takes 1.889733 seconds ...
2023-09-22 09:47:03,588:	[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.04312
2023-09-22 09:47:03,588:	[Coach] >>> VALID @Epoch: 46   >>> 
2023-09-22 09:47:03,589:	[Coach] >>> TEST  @Epoch: 46   >>> 
2023-09-22 09:47:05,370:	[Wall TIME] >>> ChiefCoach.train takes 1.780790 seconds ...
2023-09-22 09:47:05,455:	[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.04197
2023-09-22 09:47:05,455:	[Coach] >>> VALID @Epoch: 47   >>> 
2023-09-22 09:47:05,455:	[Coach] >>> TEST  @Epoch: 47   >>> 
2023-09-22 09:47:07,047:	[Wall TIME] >>> ChiefCoach.train takes 1.591371 seconds ...
2023-09-22 09:47:07,118:	[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.04099
2023-09-22 09:47:07,118:	[Coach] >>> VALID @Epoch: 48   >>> 
2023-09-22 09:47:07,118:	[Coach] >>> TEST  @Epoch: 48   >>> 
2023-09-22 09:47:08,837:	[Wall TIME] >>> ChiefCoach.train takes 1.718438 seconds ...
2023-09-22 09:47:08,909:	[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.04017
2023-09-22 09:47:08,909:	[Coach] >>> VALID @Epoch: 49   >>> 
2023-09-22 09:47:08,909:	[Coach] >>> TEST  @Epoch: 49   >>> 
2023-09-22 09:47:10,664:	[Wall TIME] >>> ChiefCoach.train takes 1.755138 seconds ...
2023-09-22 09:47:11,758:	[Wall TIME] >>> ChiefCoach.valid takes 1.017585 seconds ...
2023-09-22 09:47:11,758:	[Coach] >>> Better ***NDCG@10*** of ***0.0367*** 
2023-09-22 09:47:11,783:	[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.03944
2023-09-22 09:47:11,783:	[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0131 || HITRATE@5 Avg: 0.0449 || HITRATE@10 Avg: 0.0687 || NDCG@5 Avg: 0.0290 || NDCG@10 Avg: 0.0367
2023-09-22 09:47:11,783:	[Coach] >>> TEST  @Epoch: 50   >>> 
2023-09-22 09:47:13,607:	[Wall TIME] >>> ChiefCoach.train takes 1.823237 seconds ...
2023-09-22 09:47:13,839:	[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.03871
2023-09-22 09:47:13,839:	[Coach] >>> VALID @Epoch: 51   >>> 
2023-09-22 09:47:13,840:	[Coach] >>> TEST  @Epoch: 51   >>> 
2023-09-22 09:47:15,562:	[Wall TIME] >>> ChiefCoach.train takes 1.721851 seconds ...
2023-09-22 09:47:15,641:	[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.03790
2023-09-22 09:47:15,641:	[Coach] >>> VALID @Epoch: 52   >>> 
2023-09-22 09:47:15,641:	[Coach] >>> TEST  @Epoch: 52   >>> 
2023-09-22 09:47:17,558:	[Wall TIME] >>> ChiefCoach.train takes 1.916591 seconds ...
2023-09-22 09:47:17,625:	[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.03725
2023-09-22 09:47:17,625:	[Coach] >>> VALID @Epoch: 53   >>> 
2023-09-22 09:47:17,625:	[Coach] >>> TEST  @Epoch: 53   >>> 
2023-09-22 09:47:19,283:	[Wall TIME] >>> ChiefCoach.train takes 1.657419 seconds ...
2023-09-22 09:47:19,357:	[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.03641
2023-09-22 09:47:19,358:	[Coach] >>> VALID @Epoch: 54   >>> 
2023-09-22 09:47:19,358:	[Coach] >>> TEST  @Epoch: 54   >>> 
2023-09-22 09:47:21,061:	[Wall TIME] >>> ChiefCoach.train takes 1.702696 seconds ...
2023-09-22 09:47:22,086:	[Wall TIME] >>> ChiefCoach.valid takes 0.953478 seconds ...
2023-09-22 09:47:22,086:	[Coach] >>> Better ***NDCG@10*** of ***0.0369*** 
2023-09-22 09:47:22,108:	[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.03545
2023-09-22 09:47:22,109:	[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0135 || HITRATE@5 Avg: 0.0452 || HITRATE@10 Avg: 0.0687 || NDCG@5 Avg: 0.0293 || NDCG@10 Avg: 0.0369
2023-09-22 09:47:22,109:	[Coach] >>> TEST  @Epoch: 55   >>> 
2023-09-22 09:47:23,773:	[Wall TIME] >>> ChiefCoach.train takes 1.664417 seconds ...
2023-09-22 09:47:24,028:	[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.03485
2023-09-22 09:47:24,028:	[Coach] >>> VALID @Epoch: 56   >>> 
2023-09-22 09:47:24,029:	[Coach] >>> TEST  @Epoch: 56   >>> 
2023-09-22 09:47:25,813:	[Wall TIME] >>> ChiefCoach.train takes 1.783735 seconds ...
2023-09-22 09:47:25,958:	[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.03469
2023-09-22 09:47:25,958:	[Coach] >>> VALID @Epoch: 57   >>> 
2023-09-22 09:47:25,958:	[Coach] >>> TEST  @Epoch: 57   >>> 
2023-09-22 09:47:27,740:	[Wall TIME] >>> ChiefCoach.train takes 1.781332 seconds ...
2023-09-22 09:47:27,844:	[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.03385
2023-09-22 09:47:27,845:	[Coach] >>> VALID @Epoch: 58   >>> 
2023-09-22 09:47:27,845:	[Coach] >>> TEST  @Epoch: 58   >>> 
2023-09-22 09:47:29,933:	[Wall TIME] >>> ChiefCoach.train takes 2.087749 seconds ...
2023-09-22 09:47:30,037:	[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.03342
2023-09-22 09:47:30,037:	[Coach] >>> VALID @Epoch: 59   >>> 
2023-09-22 09:47:30,037:	[Coach] >>> TEST  @Epoch: 59   >>> 
2023-09-22 09:47:31,641:	[Wall TIME] >>> ChiefCoach.train takes 1.603540 seconds ...
2023-09-22 09:47:32,702:	[Wall TIME] >>> ChiefCoach.valid takes 0.987137 seconds ...
2023-09-22 09:47:32,702:	[Coach] >>> Better ***NDCG@10*** of ***0.0369*** 
2023-09-22 09:47:32,732:	[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.03314
2023-09-22 09:47:32,732:	[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0134 || HITRATE@5 Avg: 0.0451 || HITRATE@10 Avg: 0.0686 || NDCG@5 Avg: 0.0293 || NDCG@10 Avg: 0.0369
2023-09-22 09:47:32,732:	[Coach] >>> TEST  @Epoch: 60   >>> 
2023-09-22 09:47:34,669:	[Wall TIME] >>> ChiefCoach.train takes 1.936802 seconds ...
2023-09-22 09:47:34,741:	[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.03227
2023-09-22 09:47:34,742:	[Coach] >>> VALID @Epoch: 61   >>> 
2023-09-22 09:47:34,742:	[Coach] >>> TEST  @Epoch: 61   >>> 
2023-09-22 09:47:36,442:	[Wall TIME] >>> ChiefCoach.train takes 1.700088 seconds ...
2023-09-22 09:47:36,512:	[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.03155
2023-09-22 09:47:36,513:	[Coach] >>> VALID @Epoch: 62   >>> 
2023-09-22 09:47:36,513:	[Coach] >>> TEST  @Epoch: 62   >>> 
2023-09-22 09:47:38,448:	[Wall TIME] >>> ChiefCoach.train takes 1.935349 seconds ...
2023-09-22 09:47:38,518:	[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.03099
2023-09-22 09:47:38,519:	[Coach] >>> VALID @Epoch: 63   >>> 
2023-09-22 09:47:38,519:	[Coach] >>> TEST  @Epoch: 63   >>> 
2023-09-22 09:47:40,326:	[Wall TIME] >>> ChiefCoach.train takes 1.807144 seconds ...
2023-09-22 09:47:40,399:	[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.03034
2023-09-22 09:47:40,399:	[Coach] >>> VALID @Epoch: 64   >>> 
2023-09-22 09:47:40,399:	[Coach] >>> TEST  @Epoch: 64   >>> 
2023-09-22 09:47:42,265:	[Wall TIME] >>> ChiefCoach.train takes 1.865684 seconds ...
2023-09-22 09:47:43,419:	[Wall TIME] >>> ChiefCoach.valid takes 1.084311 seconds ...
2023-09-22 09:47:43,420:	[Coach] >>> Better ***NDCG@10*** of ***0.0372*** 
2023-09-22 09:47:43,445:	[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.03000
2023-09-22 09:47:43,445:	[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0137 || HITRATE@5 Avg: 0.0459 || HITRATE@10 Avg: 0.0686 || NDCG@5 Avg: 0.0299 || NDCG@10 Avg: 0.0372
2023-09-22 09:47:43,445:	[Coach] >>> TEST  @Epoch: 65   >>> 
2023-09-22 09:47:45,290:	[Wall TIME] >>> ChiefCoach.train takes 1.844928 seconds ...
2023-09-22 09:47:45,370:	[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.02971
2023-09-22 09:47:45,370:	[Coach] >>> VALID @Epoch: 66   >>> 
2023-09-22 09:47:45,370:	[Coach] >>> TEST  @Epoch: 66   >>> 
2023-09-22 09:47:47,454:	[Wall TIME] >>> ChiefCoach.train takes 2.083785 seconds ...
2023-09-22 09:47:47,625:	[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.02941
2023-09-22 09:47:47,625:	[Coach] >>> VALID @Epoch: 67   >>> 
2023-09-22 09:47:47,625:	[Coach] >>> TEST  @Epoch: 67   >>> 
2023-09-22 09:47:49,509:	[Wall TIME] >>> ChiefCoach.train takes 1.883361 seconds ...
2023-09-22 09:47:49,586:	[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.02910
2023-09-22 09:47:49,586:	[Coach] >>> VALID @Epoch: 68   >>> 
2023-09-22 09:47:49,586:	[Coach] >>> TEST  @Epoch: 68   >>> 
2023-09-22 09:47:51,423:	[Wall TIME] >>> ChiefCoach.train takes 1.836067 seconds ...
2023-09-22 09:47:51,493:	[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.02859
2023-09-22 09:47:51,493:	[Coach] >>> VALID @Epoch: 69   >>> 
2023-09-22 09:47:51,493:	[Coach] >>> TEST  @Epoch: 69   >>> 
2023-09-22 09:47:53,059:	[Wall TIME] >>> ChiefCoach.train takes 1.566107 seconds ...
2023-09-22 09:47:54,110:	[Wall TIME] >>> ChiefCoach.valid takes 0.978916 seconds ...
2023-09-22 09:47:54,111:	[Coach] >>> Better ***NDCG@10*** of ***0.0374*** 
2023-09-22 09:47:54,140:	[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.02834
2023-09-22 09:47:54,140:	[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0140 || HITRATE@5 Avg: 0.0465 || HITRATE@10 Avg: 0.0688 || NDCG@5 Avg: 0.0302 || NDCG@10 Avg: 0.0374
2023-09-22 09:47:54,140:	[Coach] >>> TEST  @Epoch: 70   >>> 
2023-09-22 09:47:55,810:	[Wall TIME] >>> ChiefCoach.train takes 1.669730 seconds ...
2023-09-22 09:47:55,887:	[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.02782
2023-09-22 09:47:55,887:	[Coach] >>> VALID @Epoch: 71   >>> 
2023-09-22 09:47:55,887:	[Coach] >>> TEST  @Epoch: 71   >>> 
2023-09-22 09:47:57,616:	[Wall TIME] >>> ChiefCoach.train takes 1.728407 seconds ...
2023-09-22 09:47:57,684:	[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.02720
2023-09-22 09:47:57,685:	[Coach] >>> VALID @Epoch: 72   >>> 
2023-09-22 09:47:57,685:	[Coach] >>> TEST  @Epoch: 72   >>> 
2023-09-22 09:47:59,676:	[Wall TIME] >>> ChiefCoach.train takes 1.991363 seconds ...
2023-09-22 09:47:59,744:	[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.02727
2023-09-22 09:47:59,745:	[Coach] >>> VALID @Epoch: 73   >>> 
2023-09-22 09:47:59,745:	[Coach] >>> TEST  @Epoch: 73   >>> 
2023-09-22 09:48:01,451:	[Wall TIME] >>> ChiefCoach.train takes 1.706671 seconds ...
2023-09-22 09:48:01,620:	[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.02636
2023-09-22 09:48:01,621:	[Coach] >>> VALID @Epoch: 74   >>> 
2023-09-22 09:48:01,621:	[Coach] >>> TEST  @Epoch: 74   >>> 
2023-09-22 09:48:03,328:	[Wall TIME] >>> ChiefCoach.train takes 1.706727 seconds ...
2023-09-22 09:48:04,372:	[Wall TIME] >>> ChiefCoach.valid takes 0.959381 seconds ...
2023-09-22 09:48:04,372:	[Coach] >>> Better ***NDCG@10*** of ***0.0378*** 
2023-09-22 09:48:04,396:	[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.02615
2023-09-22 09:48:04,397:	[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0467 || HITRATE@10 Avg: 0.0697 || NDCG@5 Avg: 0.0305 || NDCG@10 Avg: 0.0378
2023-09-22 09:48:04,397:	[Coach] >>> TEST  @Epoch: 75   >>> 
2023-09-22 09:48:06,272:	[Wall TIME] >>> ChiefCoach.train takes 1.875232 seconds ...
2023-09-22 09:48:06,339:	[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.02592
2023-09-22 09:48:06,340:	[Coach] >>> VALID @Epoch: 76   >>> 
2023-09-22 09:48:06,340:	[Coach] >>> TEST  @Epoch: 76   >>> 
2023-09-22 09:48:08,181:	[Wall TIME] >>> ChiefCoach.train takes 1.841591 seconds ...
2023-09-22 09:48:08,253:	[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.02538
2023-09-22 09:48:08,253:	[Coach] >>> VALID @Epoch: 77   >>> 
2023-09-22 09:48:08,254:	[Coach] >>> TEST  @Epoch: 77   >>> 
2023-09-22 09:48:09,901:	[Wall TIME] >>> ChiefCoach.train takes 1.647737 seconds ...
2023-09-22 09:48:09,971:	[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.02533
2023-09-22 09:48:09,972:	[Coach] >>> VALID @Epoch: 78   >>> 
2023-09-22 09:48:09,972:	[Coach] >>> TEST  @Epoch: 78   >>> 
2023-09-22 09:48:11,672:	[Wall TIME] >>> ChiefCoach.train takes 1.700323 seconds ...
2023-09-22 09:48:11,742:	[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.02478
2023-09-22 09:48:11,742:	[Coach] >>> VALID @Epoch: 79   >>> 
2023-09-22 09:48:11,742:	[Coach] >>> TEST  @Epoch: 79   >>> 
2023-09-22 09:48:13,321:	[Wall TIME] >>> ChiefCoach.train takes 1.579246 seconds ...
2023-09-22 09:48:14,400:	[Wall TIME] >>> ChiefCoach.valid takes 1.002295 seconds ...
2023-09-22 09:48:14,401:	[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.02410
2023-09-22 09:48:14,401:	[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0140 || HITRATE@5 Avg: 0.0460 || HITRATE@10 Avg: 0.0690 || NDCG@5 Avg: 0.0301 || NDCG@10 Avg: 0.0374
2023-09-22 09:48:14,401:	[Coach] >>> TEST  @Epoch: 80   >>> 
2023-09-22 09:48:16,339:	[Wall TIME] >>> ChiefCoach.train takes 1.937942 seconds ...
2023-09-22 09:48:16,409:	[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.02425
2023-09-22 09:48:16,409:	[Coach] >>> VALID @Epoch: 81   >>> 
2023-09-22 09:48:16,409:	[Coach] >>> TEST  @Epoch: 81   >>> 
2023-09-22 09:48:18,071:	[Wall TIME] >>> ChiefCoach.train takes 1.661820 seconds ...
2023-09-22 09:48:18,144:	[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.02425
2023-09-22 09:48:18,144:	[Coach] >>> VALID @Epoch: 82   >>> 
2023-09-22 09:48:18,144:	[Coach] >>> TEST  @Epoch: 82   >>> 
2023-09-22 09:48:20,407:	[Wall TIME] >>> ChiefCoach.train takes 2.262785 seconds ...
2023-09-22 09:48:20,495:	[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.02369
2023-09-22 09:48:20,495:	[Coach] >>> VALID @Epoch: 83   >>> 
2023-09-22 09:48:20,495:	[Coach] >>> TEST  @Epoch: 83   >>> 
2023-09-22 09:48:22,237:	[Wall TIME] >>> ChiefCoach.train takes 1.741736 seconds ...
2023-09-22 09:48:22,310:	[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.02378
2023-09-22 09:48:22,310:	[Coach] >>> VALID @Epoch: 84   >>> 
2023-09-22 09:48:22,310:	[Coach] >>> TEST  @Epoch: 84   >>> 
2023-09-22 09:48:24,013:	[Wall TIME] >>> ChiefCoach.train takes 1.703145 seconds ...
2023-09-22 09:48:25,062:	[Wall TIME] >>> ChiefCoach.valid takes 0.980045 seconds ...
2023-09-22 09:48:25,063:	[Coach] >>> Better ***NDCG@10*** of ***0.0378*** 
2023-09-22 09:48:25,086:	[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.02317
2023-09-22 09:48:25,086:	[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0464 || HITRATE@10 Avg: 0.0698 || NDCG@5 Avg: 0.0303 || NDCG@10 Avg: 0.0378
2023-09-22 09:48:25,086:	[Coach] >>> TEST  @Epoch: 85   >>> 
2023-09-22 09:48:26,973:	[Wall TIME] >>> ChiefCoach.train takes 1.886683 seconds ...
2023-09-22 09:48:27,048:	[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.02303
2023-09-22 09:48:27,048:	[Coach] >>> VALID @Epoch: 86   >>> 
2023-09-22 09:48:27,048:	[Coach] >>> TEST  @Epoch: 86   >>> 
2023-09-22 09:48:29,031:	[Wall TIME] >>> ChiefCoach.train takes 1.982517 seconds ...
2023-09-22 09:48:29,111:	[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.02269
2023-09-22 09:48:29,111:	[Coach] >>> VALID @Epoch: 87   >>> 
2023-09-22 09:48:29,111:	[Coach] >>> TEST  @Epoch: 87   >>> 
2023-09-22 09:48:30,846:	[Wall TIME] >>> ChiefCoach.train takes 1.734984 seconds ...
2023-09-22 09:48:30,923:	[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.02237
2023-09-22 09:48:30,923:	[Coach] >>> VALID @Epoch: 88   >>> 
2023-09-22 09:48:30,923:	[Coach] >>> TEST  @Epoch: 88   >>> 
2023-09-22 09:48:32,703:	[Wall TIME] >>> ChiefCoach.train takes 1.780188 seconds ...
2023-09-22 09:48:32,774:	[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.02257
2023-09-22 09:48:32,774:	[Coach] >>> VALID @Epoch: 89   >>> 
2023-09-22 09:48:32,774:	[Coach] >>> TEST  @Epoch: 89   >>> 
2023-09-22 09:48:34,618:	[Wall TIME] >>> ChiefCoach.train takes 1.842990 seconds ...
2023-09-22 09:48:35,667:	[Wall TIME] >>> ChiefCoach.valid takes 0.976490 seconds ...
2023-09-22 09:48:35,667:	[Coach] >>> Better ***NDCG@10*** of ***0.0378*** 
2023-09-22 09:48:35,689:	[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.02210
2023-09-22 09:48:35,689:	[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0463 || HITRATE@10 Avg: 0.0700 || NDCG@5 Avg: 0.0302 || NDCG@10 Avg: 0.0378
2023-09-22 09:48:35,689:	[Coach] >>> TEST  @Epoch: 90   >>> 
2023-09-22 09:48:37,434:	[Wall TIME] >>> ChiefCoach.train takes 1.745215 seconds ...
2023-09-22 09:48:37,532:	[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.02197
2023-09-22 09:48:37,532:	[Coach] >>> VALID @Epoch: 91   >>> 
2023-09-22 09:48:37,532:	[Coach] >>> TEST  @Epoch: 91   >>> 
2023-09-22 09:48:39,440:	[Wall TIME] >>> ChiefCoach.train takes 1.907177 seconds ...
2023-09-22 09:48:39,507:	[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.02143
2023-09-22 09:48:39,507:	[Coach] >>> VALID @Epoch: 92   >>> 
2023-09-22 09:48:39,507:	[Coach] >>> TEST  @Epoch: 92   >>> 
2023-09-22 09:48:41,319:	[Wall TIME] >>> ChiefCoach.train takes 1.811775 seconds ...
2023-09-22 09:48:41,393:	[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.02145
2023-09-22 09:48:41,393:	[Coach] >>> VALID @Epoch: 93   >>> 
2023-09-22 09:48:41,393:	[Coach] >>> TEST  @Epoch: 93   >>> 
2023-09-22 09:48:43,230:	[Wall TIME] >>> ChiefCoach.train takes 1.836478 seconds ...
2023-09-22 09:48:43,302:	[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.02126
2023-09-22 09:48:43,302:	[Coach] >>> VALID @Epoch: 94   >>> 
2023-09-22 09:48:43,302:	[Coach] >>> TEST  @Epoch: 94   >>> 
2023-09-22 09:48:44,811:	[Wall TIME] >>> ChiefCoach.train takes 1.508156 seconds ...
2023-09-22 09:48:45,861:	[Wall TIME] >>> ChiefCoach.valid takes 0.976359 seconds ...
2023-09-22 09:48:45,861:	[Coach] >>> Better ***NDCG@10*** of ***0.0379*** 
2023-09-22 09:48:45,886:	[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.02070
2023-09-22 09:48:45,886:	[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0136 || HITRATE@5 Avg: 0.0467 || HITRATE@10 Avg: 0.0708 || NDCG@5 Avg: 0.0302 || NDCG@10 Avg: 0.0379
2023-09-22 09:48:45,886:	[Coach] >>> TEST  @Epoch: 95   >>> 
2023-09-22 09:48:47,704:	[Wall TIME] >>> ChiefCoach.train takes 1.817933 seconds ...
2023-09-22 09:48:47,775:	[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.02057
2023-09-22 09:48:47,775:	[Coach] >>> VALID @Epoch: 96   >>> 
2023-09-22 09:48:47,775:	[Coach] >>> TEST  @Epoch: 96   >>> 
2023-09-22 09:48:49,578:	[Wall TIME] >>> ChiefCoach.train takes 1.802404 seconds ...
2023-09-22 09:48:49,654:	[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.02103
2023-09-22 09:48:49,655:	[Coach] >>> VALID @Epoch: 97   >>> 
2023-09-22 09:48:49,655:	[Coach] >>> TEST  @Epoch: 97   >>> 
2023-09-22 09:48:51,379:	[Wall TIME] >>> ChiefCoach.train takes 1.724305 seconds ...
2023-09-22 09:48:51,546:	[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.02039
2023-09-22 09:48:51,546:	[Coach] >>> VALID @Epoch: 98   >>> 
2023-09-22 09:48:51,547:	[Coach] >>> TEST  @Epoch: 98   >>> 
2023-09-22 09:48:53,315:	[Wall TIME] >>> ChiefCoach.train takes 1.768641 seconds ...
2023-09-22 09:48:53,383:	[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.02008
2023-09-22 09:48:53,383:	[Coach] >>> VALID @Epoch: 99   >>> 
2023-09-22 09:48:53,383:	[Coach] >>> TEST  @Epoch: 99   >>> 
2023-09-22 09:48:54,937:	[Wall TIME] >>> ChiefCoach.train takes 1.553921 seconds ...
2023-09-22 09:48:56,031:	[Wall TIME] >>> ChiefCoach.valid takes 1.026472 seconds ...
2023-09-22 09:48:56,031:	[Coach] >>> Better ***NDCG@10*** of ***0.0381*** 
2023-09-22 09:48:56,053:	[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.01977
2023-09-22 09:48:56,053:	[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0138 || HITRATE@5 Avg: 0.0470 || HITRATE@10 Avg: 0.0711 || NDCG@5 Avg: 0.0304 || NDCG@10 Avg: 0.0381
2023-09-22 09:48:56,053:	[Coach] >>> TEST  @Epoch: 100  >>> 
2023-09-22 09:48:57,741:	[Wall TIME] >>> ChiefCoach.train takes 1.688279 seconds ...
2023-09-22 09:48:57,921:	[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.02004
2023-09-22 09:48:57,921:	[Coach] >>> VALID @Epoch: 101  >>> 
2023-09-22 09:48:57,921:	[Coach] >>> TEST  @Epoch: 101  >>> 
2023-09-22 09:48:59,590:	[Wall TIME] >>> ChiefCoach.train takes 1.668118 seconds ...
2023-09-22 09:48:59,769:	[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.01997
2023-09-22 09:48:59,770:	[Coach] >>> VALID @Epoch: 102  >>> 
2023-09-22 09:48:59,770:	[Coach] >>> TEST  @Epoch: 102  >>> 
2023-09-22 09:49:01,513:	[Wall TIME] >>> ChiefCoach.train takes 1.742783 seconds ...
2023-09-22 09:49:01,594:	[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.01983
2023-09-22 09:49:01,594:	[Coach] >>> VALID @Epoch: 103  >>> 
2023-09-22 09:49:01,594:	[Coach] >>> TEST  @Epoch: 103  >>> 
2023-09-22 09:49:03,301:	[Wall TIME] >>> ChiefCoach.train takes 1.706309 seconds ...
2023-09-22 09:49:03,374:	[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.01938
2023-09-22 09:49:03,374:	[Coach] >>> VALID @Epoch: 104  >>> 
2023-09-22 09:49:03,374:	[Coach] >>> TEST  @Epoch: 104  >>> 
2023-09-22 09:49:04,978:	[Wall TIME] >>> ChiefCoach.train takes 1.604290 seconds ...
2023-09-22 09:49:06,248:	[Wall TIME] >>> ChiefCoach.valid takes 1.198324 seconds ...
2023-09-22 09:49:06,248:	[Coach] >>> Better ***NDCG@10*** of ***0.0383*** 
2023-09-22 09:49:06,270:	[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.01915
2023-09-22 09:49:06,271:	[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0137 || HITRATE@5 Avg: 0.0478 || HITRATE@10 Avg: 0.0715 || NDCG@5 Avg: 0.0307 || NDCG@10 Avg: 0.0383
2023-09-22 09:49:06,271:	[Coach] >>> TEST  @Epoch: 105  >>> 
2023-09-22 09:49:07,992:	[Wall TIME] >>> ChiefCoach.train takes 1.720851 seconds ...
2023-09-22 09:49:08,071:	[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.01935
2023-09-22 09:49:08,071:	[Coach] >>> VALID @Epoch: 106  >>> 
2023-09-22 09:49:08,071:	[Coach] >>> TEST  @Epoch: 106  >>> 
2023-09-22 09:49:09,784:	[Wall TIME] >>> ChiefCoach.train takes 1.713009 seconds ...
2023-09-22 09:49:09,859:	[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.01889
2023-09-22 09:49:09,859:	[Coach] >>> VALID @Epoch: 107  >>> 
2023-09-22 09:49:09,859:	[Coach] >>> TEST  @Epoch: 107  >>> 
2023-09-22 09:49:11,638:	[Wall TIME] >>> ChiefCoach.train takes 1.779374 seconds ...
2023-09-22 09:49:11,711:	[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.01853
2023-09-22 09:49:11,712:	[Coach] >>> VALID @Epoch: 108  >>> 
2023-09-22 09:49:11,712:	[Coach] >>> TEST  @Epoch: 108  >>> 
2023-09-22 09:49:13,519:	[Wall TIME] >>> ChiefCoach.train takes 1.807391 seconds ...
2023-09-22 09:49:13,690:	[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.01836
2023-09-22 09:49:13,690:	[Coach] >>> VALID @Epoch: 109  >>> 
2023-09-22 09:49:13,690:	[Coach] >>> TEST  @Epoch: 109  >>> 
2023-09-22 09:49:15,315:	[Wall TIME] >>> ChiefCoach.train takes 1.624774 seconds ...
2023-09-22 09:49:16,526:	[Wall TIME] >>> ChiefCoach.valid takes 0.984174 seconds ...
2023-09-22 09:49:16,527:	[Coach] >>> Better ***NDCG@10*** of ***0.0386*** 
2023-09-22 09:49:16,553:	[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.01847
2023-09-22 09:49:16,553:	[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0138 || HITRATE@5 Avg: 0.0472 || HITRATE@10 Avg: 0.0726 || NDCG@5 Avg: 0.0305 || NDCG@10 Avg: 0.0386
2023-09-22 09:49:16,553:	[Coach] >>> TEST  @Epoch: 110  >>> 
2023-09-22 09:49:18,210:	[Wall TIME] >>> ChiefCoach.train takes 1.656702 seconds ...
2023-09-22 09:49:18,295:	[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.01815
2023-09-22 09:49:18,296:	[Coach] >>> VALID @Epoch: 111  >>> 
2023-09-22 09:49:18,296:	[Coach] >>> TEST  @Epoch: 111  >>> 
2023-09-22 09:49:20,082:	[Wall TIME] >>> ChiefCoach.train takes 1.785652 seconds ...
2023-09-22 09:49:20,173:	[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.01783
2023-09-22 09:49:20,174:	[Coach] >>> VALID @Epoch: 112  >>> 
2023-09-22 09:49:20,174:	[Coach] >>> TEST  @Epoch: 112  >>> 
2023-09-22 09:49:22,273:	[Wall TIME] >>> ChiefCoach.train takes 2.098724 seconds ...
2023-09-22 09:49:22,354:	[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.01756
2023-09-22 09:49:22,355:	[Coach] >>> VALID @Epoch: 113  >>> 
2023-09-22 09:49:22,355:	[Coach] >>> TEST  @Epoch: 113  >>> 
2023-09-22 09:49:23,929:	[Wall TIME] >>> ChiefCoach.train takes 1.573925 seconds ...
2023-09-22 09:49:23,996:	[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.01766
2023-09-22 09:49:23,996:	[Coach] >>> VALID @Epoch: 114  >>> 
2023-09-22 09:49:23,996:	[Coach] >>> TEST  @Epoch: 114  >>> 
2023-09-22 09:49:25,671:	[Wall TIME] >>> ChiefCoach.train takes 1.675065 seconds ...
2023-09-22 09:49:26,808:	[Wall TIME] >>> ChiefCoach.valid takes 1.065896 seconds ...
2023-09-22 09:49:26,808:	[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.01722
2023-09-22 09:49:26,808:	[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0143 || HITRATE@5 Avg: 0.0470 || HITRATE@10 Avg: 0.0715 || NDCG@5 Avg: 0.0307 || NDCG@10 Avg: 0.0385
2023-09-22 09:49:26,808:	[Coach] >>> TEST  @Epoch: 115  >>> 
2023-09-22 09:49:28,460:	[Wall TIME] >>> ChiefCoach.train takes 1.651373 seconds ...
2023-09-22 09:49:28,535:	[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.01733
2023-09-22 09:49:28,535:	[Coach] >>> VALID @Epoch: 116  >>> 
2023-09-22 09:49:28,535:	[Coach] >>> TEST  @Epoch: 116  >>> 
2023-09-22 09:49:30,078:	[Wall TIME] >>> ChiefCoach.train takes 1.543068 seconds ...
2023-09-22 09:49:30,147:	[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.01710
2023-09-22 09:49:30,147:	[Coach] >>> VALID @Epoch: 117  >>> 
2023-09-22 09:49:30,147:	[Coach] >>> TEST  @Epoch: 117  >>> 
2023-09-22 09:49:31,863:	[Wall TIME] >>> ChiefCoach.train takes 1.715409 seconds ...
2023-09-22 09:49:31,965:	[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.01732
2023-09-22 09:49:31,965:	[Coach] >>> VALID @Epoch: 118  >>> 
2023-09-22 09:49:31,965:	[Coach] >>> TEST  @Epoch: 118  >>> 
2023-09-22 09:49:33,462:	[Wall TIME] >>> ChiefCoach.train takes 1.497050 seconds ...
2023-09-22 09:49:33,648:	[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.01743
2023-09-22 09:49:33,649:	[Coach] >>> VALID @Epoch: 119  >>> 
2023-09-22 09:49:33,649:	[Coach] >>> TEST  @Epoch: 119  >>> 
2023-09-22 09:49:35,642:	[Wall TIME] >>> ChiefCoach.train takes 1.993240 seconds ...
2023-09-22 09:49:36,915:	[Wall TIME] >>> ChiefCoach.valid takes 1.050025 seconds ...
2023-09-22 09:49:36,915:	[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.01701
2023-09-22 09:49:36,915:	[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0469 || HITRATE@10 Avg: 0.0715 || NDCG@5 Avg: 0.0306 || NDCG@10 Avg: 0.0385
2023-09-22 09:49:36,916:	[Coach] >>> TEST  @Epoch: 120  >>> 
2023-09-22 09:49:38,988:	[Wall TIME] >>> ChiefCoach.train takes 2.071921 seconds ...
2023-09-22 09:49:39,060:	[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.01719
2023-09-22 09:49:39,060:	[Coach] >>> VALID @Epoch: 121  >>> 
2023-09-22 09:49:39,060:	[Coach] >>> TEST  @Epoch: 121  >>> 
2023-09-22 09:49:40,674:	[Wall TIME] >>> ChiefCoach.train takes 1.614347 seconds ...
2023-09-22 09:49:40,742:	[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.01702
2023-09-22 09:49:40,742:	[Coach] >>> VALID @Epoch: 122  >>> 
2023-09-22 09:49:40,742:	[Coach] >>> TEST  @Epoch: 122  >>> 
2023-09-22 09:49:42,393:	[Wall TIME] >>> ChiefCoach.train takes 1.650910 seconds ...
2023-09-22 09:49:42,464:	[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.01657
2023-09-22 09:49:42,464:	[Coach] >>> VALID @Epoch: 123  >>> 
2023-09-22 09:49:42,465:	[Coach] >>> TEST  @Epoch: 123  >>> 
2023-09-22 09:49:44,458:	[Wall TIME] >>> ChiefCoach.train takes 1.992948 seconds ...
2023-09-22 09:49:44,575:	[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.01668
2023-09-22 09:49:44,575:	[Coach] >>> VALID @Epoch: 124  >>> 
2023-09-22 09:49:44,575:	[Coach] >>> TEST  @Epoch: 124  >>> 
2023-09-22 09:49:46,359:	[Wall TIME] >>> ChiefCoach.train takes 1.783525 seconds ...
2023-09-22 09:49:47,580:	[Wall TIME] >>> ChiefCoach.valid takes 0.991156 seconds ...
2023-09-22 09:49:47,580:	[Coach] >>> Better ***NDCG@10*** of ***0.0386*** 
2023-09-22 09:49:47,604:	[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.01642
2023-09-22 09:49:47,605:	[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0461 || HITRATE@10 Avg: 0.0719 || NDCG@5 Avg: 0.0303 || NDCG@10 Avg: 0.0386
2023-09-22 09:49:47,605:	[Coach] >>> TEST  @Epoch: 125  >>> 
2023-09-22 09:49:49,558:	[Wall TIME] >>> ChiefCoach.train takes 1.953231 seconds ...
2023-09-22 09:49:49,626:	[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.01650
2023-09-22 09:49:49,626:	[Coach] >>> VALID @Epoch: 126  >>> 
2023-09-22 09:49:49,626:	[Coach] >>> TEST  @Epoch: 126  >>> 
2023-09-22 09:49:51,504:	[Wall TIME] >>> ChiefCoach.train takes 1.878169 seconds ...
2023-09-22 09:49:51,595:	[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.01656
2023-09-22 09:49:51,595:	[Coach] >>> VALID @Epoch: 127  >>> 
2023-09-22 09:49:51,596:	[Coach] >>> TEST  @Epoch: 127  >>> 
2023-09-22 09:49:53,357:	[Wall TIME] >>> ChiefCoach.train takes 1.761263 seconds ...
2023-09-22 09:49:53,425:	[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.01583
2023-09-22 09:49:53,425:	[Coach] >>> VALID @Epoch: 128  >>> 
2023-09-22 09:49:53,425:	[Coach] >>> TEST  @Epoch: 128  >>> 
2023-09-22 09:49:55,053:	[Wall TIME] >>> ChiefCoach.train takes 1.627826 seconds ...
2023-09-22 09:49:55,228:	[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.01579
2023-09-22 09:49:55,229:	[Coach] >>> VALID @Epoch: 129  >>> 
2023-09-22 09:49:55,229:	[Coach] >>> TEST  @Epoch: 129  >>> 
2023-09-22 09:49:56,810:	[Wall TIME] >>> ChiefCoach.train takes 1.580963 seconds ...
2023-09-22 09:49:58,406:	[Wall TIME] >>> ChiefCoach.valid takes 1.051917 seconds ...
2023-09-22 09:49:58,406:	[Coach] >>> Better ***NDCG@10*** of ***0.0388*** 
2023-09-22 09:49:58,429:	[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.01609
2023-09-22 09:49:58,429:	[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0468 || HITRATE@10 Avg: 0.0719 || NDCG@5 Avg: 0.0307 || NDCG@10 Avg: 0.0388
2023-09-22 09:49:58,429:	[Coach] >>> TEST  @Epoch: 130  >>> 
2023-09-22 09:50:00,151:	[Wall TIME] >>> ChiefCoach.train takes 1.721541 seconds ...
2023-09-22 09:50:00,239:	[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.01599
2023-09-22 09:50:00,239:	[Coach] >>> VALID @Epoch: 131  >>> 
2023-09-22 09:50:00,239:	[Coach] >>> TEST  @Epoch: 131  >>> 
2023-09-22 09:50:02,121:	[Wall TIME] >>> ChiefCoach.train takes 1.881413 seconds ...
2023-09-22 09:50:02,194:	[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.01588
2023-09-22 09:50:02,194:	[Coach] >>> VALID @Epoch: 132  >>> 
2023-09-22 09:50:02,194:	[Coach] >>> TEST  @Epoch: 132  >>> 
2023-09-22 09:50:03,825:	[Wall TIME] >>> ChiefCoach.train takes 1.631329 seconds ...
2023-09-22 09:50:04,082:	[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.01562
2023-09-22 09:50:04,082:	[Coach] >>> VALID @Epoch: 133  >>> 
2023-09-22 09:50:04,083:	[Coach] >>> TEST  @Epoch: 133  >>> 
2023-09-22 09:50:05,724:	[Wall TIME] >>> ChiefCoach.train takes 1.641518 seconds ...
2023-09-22 09:50:05,945:	[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.01537
2023-09-22 09:50:05,946:	[Coach] >>> VALID @Epoch: 134  >>> 
2023-09-22 09:50:05,946:	[Coach] >>> TEST  @Epoch: 134  >>> 
2023-09-22 09:50:07,779:	[Wall TIME] >>> ChiefCoach.train takes 1.832611 seconds ...
2023-09-22 09:50:08,939:	[Wall TIME] >>> ChiefCoach.valid takes 1.080046 seconds ...
2023-09-22 09:50:08,940:	[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.01556
2023-09-22 09:50:08,940:	[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0140 || HITRATE@5 Avg: 0.0464 || HITRATE@10 Avg: 0.0723 || NDCG@5 Avg: 0.0303 || NDCG@10 Avg: 0.0387
2023-09-22 09:50:08,940:	[Coach] >>> TEST  @Epoch: 135  >>> 
2023-09-22 09:50:10,571:	[Wall TIME] >>> ChiefCoach.train takes 1.630303 seconds ...
2023-09-22 09:50:10,645:	[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.01535
2023-09-22 09:50:10,646:	[Coach] >>> VALID @Epoch: 136  >>> 
2023-09-22 09:50:10,646:	[Coach] >>> TEST  @Epoch: 136  >>> 
2023-09-22 09:50:12,398:	[Wall TIME] >>> ChiefCoach.train takes 1.752033 seconds ...
2023-09-22 09:50:12,616:	[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.01530
2023-09-22 09:50:12,616:	[Coach] >>> VALID @Epoch: 137  >>> 
2023-09-22 09:50:12,616:	[Coach] >>> TEST  @Epoch: 137  >>> 
2023-09-22 09:50:14,321:	[Wall TIME] >>> ChiefCoach.train takes 1.704987 seconds ...
2023-09-22 09:50:14,685:	[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.01496
2023-09-22 09:50:14,685:	[Coach] >>> VALID @Epoch: 138  >>> 
2023-09-22 09:50:14,685:	[Coach] >>> TEST  @Epoch: 138  >>> 
2023-09-22 09:50:16,386:	[Wall TIME] >>> ChiefCoach.train takes 1.700217 seconds ...
2023-09-22 09:50:16,458:	[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.01526
2023-09-22 09:50:16,458:	[Coach] >>> VALID @Epoch: 139  >>> 
2023-09-22 09:50:16,458:	[Coach] >>> TEST  @Epoch: 139  >>> 
2023-09-22 09:50:18,142:	[Wall TIME] >>> ChiefCoach.train takes 1.683694 seconds ...
2023-09-22 09:50:19,228:	[Wall TIME] >>> ChiefCoach.valid takes 1.012410 seconds ...
2023-09-22 09:50:19,229:	[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.01530
2023-09-22 09:50:19,229:	[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0465 || HITRATE@10 Avg: 0.0718 || NDCG@5 Avg: 0.0304 || NDCG@10 Avg: 0.0386
2023-09-22 09:50:19,229:	[Coach] >>> TEST  @Epoch: 140  >>> 
2023-09-22 09:50:21,435:	[Wall TIME] >>> ChiefCoach.train takes 2.205758 seconds ...
2023-09-22 09:50:21,508:	[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.01469
2023-09-22 09:50:21,508:	[Coach] >>> VALID @Epoch: 141  >>> 
2023-09-22 09:50:21,508:	[Coach] >>> TEST  @Epoch: 141  >>> 
2023-09-22 09:50:23,305:	[Wall TIME] >>> ChiefCoach.train takes 1.796920 seconds ...
2023-09-22 09:50:23,377:	[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.01475
2023-09-22 09:50:23,378:	[Coach] >>> VALID @Epoch: 142  >>> 
2023-09-22 09:50:23,378:	[Coach] >>> TEST  @Epoch: 142  >>> 
2023-09-22 09:50:24,934:	[Wall TIME] >>> ChiefCoach.train takes 1.556130 seconds ...
2023-09-22 09:50:25,017:	[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.01454
2023-09-22 09:50:25,017:	[Coach] >>> VALID @Epoch: 143  >>> 
2023-09-22 09:50:25,017:	[Coach] >>> TEST  @Epoch: 143  >>> 
2023-09-22 09:50:26,572:	[Wall TIME] >>> ChiefCoach.train takes 1.554973 seconds ...
2023-09-22 09:50:26,646:	[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.01464
2023-09-22 09:50:26,646:	[Coach] >>> VALID @Epoch: 144  >>> 
2023-09-22 09:50:26,647:	[Coach] >>> TEST  @Epoch: 144  >>> 
2023-09-22 09:50:28,294:	[Wall TIME] >>> ChiefCoach.train takes 1.647601 seconds ...
2023-09-22 09:50:29,575:	[Wall TIME] >>> ChiefCoach.valid takes 1.066932 seconds ...
2023-09-22 09:50:29,575:	[Coach] >>> Better ***NDCG@10*** of ***0.0391*** 
2023-09-22 09:50:29,612:	[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.01446
2023-09-22 09:50:29,612:	[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0145 || HITRATE@5 Avg: 0.0474 || HITRATE@10 Avg: 0.0727 || NDCG@5 Avg: 0.0310 || NDCG@10 Avg: 0.0391
2023-09-22 09:50:29,613:	[Coach] >>> TEST  @Epoch: 145  >>> 
2023-09-22 09:50:31,933:	[Wall TIME] >>> ChiefCoach.train takes 2.320351 seconds ...
2023-09-22 09:50:32,020:	[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.01445
2023-09-22 09:50:32,020:	[Coach] >>> VALID @Epoch: 146  >>> 
2023-09-22 09:50:32,020:	[Coach] >>> TEST  @Epoch: 146  >>> 
2023-09-22 09:50:33,925:	[Wall TIME] >>> ChiefCoach.train takes 1.904809 seconds ...
2023-09-22 09:50:34,164:	[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.01438
2023-09-22 09:50:34,165:	[Coach] >>> VALID @Epoch: 147  >>> 
2023-09-22 09:50:34,165:	[Coach] >>> TEST  @Epoch: 147  >>> 
2023-09-22 09:50:35,914:	[Wall TIME] >>> ChiefCoach.train takes 1.748979 seconds ...
2023-09-22 09:50:35,999:	[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.01433
2023-09-22 09:50:35,999:	[Coach] >>> VALID @Epoch: 148  >>> 
2023-09-22 09:50:35,999:	[Coach] >>> TEST  @Epoch: 148  >>> 
2023-09-22 09:50:37,670:	[Wall TIME] >>> ChiefCoach.train takes 1.671355 seconds ...
2023-09-22 09:50:37,741:	[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.01434
2023-09-22 09:50:37,741:	[Coach] >>> VALID @Epoch: 149  >>> 
2023-09-22 09:50:37,741:	[Coach] >>> TEST  @Epoch: 149  >>> 
2023-09-22 09:50:39,903:	[Wall TIME] >>> ChiefCoach.train takes 2.161522 seconds ...
2023-09-22 09:50:41,024:	[Wall TIME] >>> ChiefCoach.valid takes 1.002433 seconds ...
2023-09-22 09:50:41,024:	[Coach] >>> Better ***NDCG@10*** of ***0.0393*** 
2023-09-22 09:50:41,047:	[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.01416
2023-09-22 09:50:41,047:	[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0477 || HITRATE@10 Avg: 0.0727 || NDCG@5 Avg: 0.0313 || NDCG@10 Avg: 0.0393
2023-09-22 09:50:41,047:	[Coach] >>> TEST  @Epoch: 150  >>> 
2023-09-22 09:50:42,765:	[Wall TIME] >>> ChiefCoach.train takes 1.718112 seconds ...
2023-09-22 09:50:42,832:	[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.01407
2023-09-22 09:50:42,832:	[Coach] >>> VALID @Epoch: 151  >>> 
2023-09-22 09:50:42,832:	[Coach] >>> TEST  @Epoch: 151  >>> 
2023-09-22 09:50:44,516:	[Wall TIME] >>> ChiefCoach.train takes 1.683377 seconds ...
2023-09-22 09:50:44,590:	[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.01417
2023-09-22 09:50:44,590:	[Coach] >>> VALID @Epoch: 152  >>> 
2023-09-22 09:50:44,590:	[Coach] >>> TEST  @Epoch: 152  >>> 
2023-09-22 09:50:46,331:	[Wall TIME] >>> ChiefCoach.train takes 1.740556 seconds ...
2023-09-22 09:50:46,406:	[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.01408
2023-09-22 09:50:46,406:	[Coach] >>> VALID @Epoch: 153  >>> 
2023-09-22 09:50:46,406:	[Coach] >>> TEST  @Epoch: 153  >>> 
2023-09-22 09:50:48,262:	[Wall TIME] >>> ChiefCoach.train takes 1.855151 seconds ...
2023-09-22 09:50:48,347:	[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.01389
2023-09-22 09:50:48,348:	[Coach] >>> VALID @Epoch: 154  >>> 
2023-09-22 09:50:48,348:	[Coach] >>> TEST  @Epoch: 154  >>> 
2023-09-22 09:50:50,382:	[Wall TIME] >>> ChiefCoach.train takes 2.033971 seconds ...
2023-09-22 09:50:51,559:	[Wall TIME] >>> ChiefCoach.valid takes 1.093042 seconds ...
2023-09-22 09:50:51,559:	[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.01375
2023-09-22 09:50:51,559:	[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0467 || HITRATE@10 Avg: 0.0725 || NDCG@5 Avg: 0.0306 || NDCG@10 Avg: 0.0389
2023-09-22 09:50:51,559:	[Coach] >>> TEST  @Epoch: 155  >>> 
2023-09-22 09:50:53,290:	[Wall TIME] >>> ChiefCoach.train takes 1.730903 seconds ...
2023-09-22 09:50:53,371:	[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.01382
2023-09-22 09:50:53,372:	[Coach] >>> VALID @Epoch: 156  >>> 
2023-09-22 09:50:53,372:	[Coach] >>> TEST  @Epoch: 156  >>> 
2023-09-22 09:50:55,209:	[Wall TIME] >>> ChiefCoach.train takes 1.836869 seconds ...
2023-09-22 09:50:55,283:	[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.01371
2023-09-22 09:50:55,283:	[Coach] >>> VALID @Epoch: 157  >>> 
2023-09-22 09:50:55,283:	[Coach] >>> TEST  @Epoch: 157  >>> 
2023-09-22 09:50:57,045:	[Wall TIME] >>> ChiefCoach.train takes 1.761572 seconds ...
2023-09-22 09:50:57,124:	[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.01355
2023-09-22 09:50:57,125:	[Coach] >>> VALID @Epoch: 158  >>> 
2023-09-22 09:50:57,125:	[Coach] >>> TEST  @Epoch: 158  >>> 
2023-09-22 09:50:58,731:	[Wall TIME] >>> ChiefCoach.train takes 1.606506 seconds ...
2023-09-22 09:50:58,856:	[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.01364
2023-09-22 09:50:58,856:	[Coach] >>> VALID @Epoch: 159  >>> 
2023-09-22 09:50:58,856:	[Coach] >>> TEST  @Epoch: 159  >>> 
2023-09-22 09:51:00,540:	[Wall TIME] >>> ChiefCoach.train takes 1.684127 seconds ...
2023-09-22 09:51:01,646:	[Wall TIME] >>> ChiefCoach.valid takes 1.032631 seconds ...
2023-09-22 09:51:01,646:	[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.01331
2023-09-22 09:51:01,646:	[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0469 || HITRATE@10 Avg: 0.0719 || NDCG@5 Avg: 0.0307 || NDCG@10 Avg: 0.0388
2023-09-22 09:51:01,646:	[Coach] >>> TEST  @Epoch: 160  >>> 
2023-09-22 09:51:03,420:	[Wall TIME] >>> ChiefCoach.train takes 1.773946 seconds ...
2023-09-22 09:51:03,545:	[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.01367
2023-09-22 09:51:03,545:	[Coach] >>> VALID @Epoch: 161  >>> 
2023-09-22 09:51:03,545:	[Coach] >>> TEST  @Epoch: 161  >>> 
2023-09-22 09:51:05,148:	[Wall TIME] >>> ChiefCoach.train takes 1.602010 seconds ...
2023-09-22 09:51:05,412:	[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.01338
2023-09-22 09:51:05,412:	[Coach] >>> VALID @Epoch: 162  >>> 
2023-09-22 09:51:05,412:	[Coach] >>> TEST  @Epoch: 162  >>> 
2023-09-22 09:51:07,167:	[Wall TIME] >>> ChiefCoach.train takes 1.754760 seconds ...
2023-09-22 09:51:07,236:	[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.01343
2023-09-22 09:51:07,236:	[Coach] >>> VALID @Epoch: 163  >>> 
2023-09-22 09:51:07,236:	[Coach] >>> TEST  @Epoch: 163  >>> 
2023-09-22 09:51:09,330:	[Wall TIME] >>> ChiefCoach.train takes 2.093928 seconds ...
2023-09-22 09:51:09,405:	[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.01337
2023-09-22 09:51:09,406:	[Coach] >>> VALID @Epoch: 164  >>> 
2023-09-22 09:51:09,406:	[Coach] >>> TEST  @Epoch: 164  >>> 
2023-09-22 09:51:11,099:	[Wall TIME] >>> ChiefCoach.train takes 1.693456 seconds ...
2023-09-22 09:51:12,203:	[Wall TIME] >>> ChiefCoach.valid takes 1.030963 seconds ...
2023-09-22 09:51:12,203:	[Coach] >>> Better ***NDCG@10*** of ***0.0393*** 
2023-09-22 09:51:12,226:	[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.01316
2023-09-22 09:51:12,226:	[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0478 || HITRATE@10 Avg: 0.0728 || NDCG@5 Avg: 0.0313 || NDCG@10 Avg: 0.0393
2023-09-22 09:51:12,226:	[Coach] >>> TEST  @Epoch: 165  >>> 
2023-09-22 09:51:14,427:	[Wall TIME] >>> ChiefCoach.train takes 2.200394 seconds ...
2023-09-22 09:51:14,501:	[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.01293
2023-09-22 09:51:14,501:	[Coach] >>> VALID @Epoch: 166  >>> 
2023-09-22 09:51:14,501:	[Coach] >>> TEST  @Epoch: 166  >>> 
2023-09-22 09:51:16,456:	[Wall TIME] >>> ChiefCoach.train takes 1.954061 seconds ...
2023-09-22 09:51:16,538:	[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.01314
2023-09-22 09:51:16,538:	[Coach] >>> VALID @Epoch: 167  >>> 
2023-09-22 09:51:16,538:	[Coach] >>> TEST  @Epoch: 167  >>> 
2023-09-22 09:51:18,100:	[Wall TIME] >>> ChiefCoach.train takes 1.561176 seconds ...
2023-09-22 09:51:18,395:	[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.01331
2023-09-22 09:51:18,395:	[Coach] >>> VALID @Epoch: 168  >>> 
2023-09-22 09:51:18,395:	[Coach] >>> TEST  @Epoch: 168  >>> 
2023-09-22 09:51:20,397:	[Wall TIME] >>> ChiefCoach.train takes 2.001631 seconds ...
2023-09-22 09:51:20,473:	[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.01290
2023-09-22 09:51:20,473:	[Coach] >>> VALID @Epoch: 169  >>> 
2023-09-22 09:51:20,473:	[Coach] >>> TEST  @Epoch: 169  >>> 
2023-09-22 09:51:22,395:	[Wall TIME] >>> ChiefCoach.train takes 1.921566 seconds ...
2023-09-22 09:51:23,832:	[Wall TIME] >>> ChiefCoach.valid takes 1.035696 seconds ...
2023-09-22 09:51:23,833:	[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.01289
2023-09-22 09:51:23,833:	[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0477 || HITRATE@10 Avg: 0.0719 || NDCG@5 Avg: 0.0312 || NDCG@10 Avg: 0.0390
2023-09-22 09:51:23,833:	[Coach] >>> TEST  @Epoch: 170  >>> 
2023-09-22 09:51:25,691:	[Wall TIME] >>> ChiefCoach.train takes 1.858325 seconds ...
2023-09-22 09:51:25,773:	[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.01301
2023-09-22 09:51:25,773:	[Coach] >>> VALID @Epoch: 171  >>> 
2023-09-22 09:51:25,773:	[Coach] >>> TEST  @Epoch: 171  >>> 
2023-09-22 09:51:27,573:	[Wall TIME] >>> ChiefCoach.train takes 1.799518 seconds ...
2023-09-22 09:51:27,642:	[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.01291
2023-09-22 09:51:27,642:	[Coach] >>> VALID @Epoch: 172  >>> 
2023-09-22 09:51:27,642:	[Coach] >>> TEST  @Epoch: 172  >>> 
2023-09-22 09:51:29,345:	[Wall TIME] >>> ChiefCoach.train takes 1.702902 seconds ...
2023-09-22 09:51:29,414:	[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.01250
2023-09-22 09:51:29,414:	[Coach] >>> VALID @Epoch: 173  >>> 
2023-09-22 09:51:29,414:	[Coach] >>> TEST  @Epoch: 173  >>> 
2023-09-22 09:51:30,945:	[Wall TIME] >>> ChiefCoach.train takes 1.531293 seconds ...
2023-09-22 09:51:31,012:	[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.01268
2023-09-22 09:51:31,013:	[Coach] >>> VALID @Epoch: 174  >>> 
2023-09-22 09:51:31,013:	[Coach] >>> TEST  @Epoch: 174  >>> 
2023-09-22 09:51:32,629:	[Wall TIME] >>> ChiefCoach.train takes 1.616544 seconds ...
2023-09-22 09:51:33,782:	[Wall TIME] >>> ChiefCoach.valid takes 0.939349 seconds ...
2023-09-22 09:51:33,782:	[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.01273
2023-09-22 09:51:33,782:	[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0145 || HITRATE@5 Avg: 0.0476 || HITRATE@10 Avg: 0.0728 || NDCG@5 Avg: 0.0310 || NDCG@10 Avg: 0.0391
2023-09-22 09:51:33,782:	[Coach] >>> TEST  @Epoch: 175  >>> 
2023-09-22 09:51:35,418:	[Wall TIME] >>> ChiefCoach.train takes 1.635558 seconds ...
2023-09-22 09:51:35,493:	[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.01244
2023-09-22 09:51:35,493:	[Coach] >>> VALID @Epoch: 176  >>> 
2023-09-22 09:51:35,493:	[Coach] >>> TEST  @Epoch: 176  >>> 
2023-09-22 09:51:37,296:	[Wall TIME] >>> ChiefCoach.train takes 1.802697 seconds ...
2023-09-22 09:51:37,388:	[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.01252
2023-09-22 09:51:37,388:	[Coach] >>> VALID @Epoch: 177  >>> 
2023-09-22 09:51:37,388:	[Coach] >>> TEST  @Epoch: 177  >>> 
2023-09-22 09:51:39,450:	[Wall TIME] >>> ChiefCoach.train takes 2.062370 seconds ...
2023-09-22 09:51:39,523:	[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.01224
2023-09-22 09:51:39,523:	[Coach] >>> VALID @Epoch: 178  >>> 
2023-09-22 09:51:39,523:	[Coach] >>> TEST  @Epoch: 178  >>> 
2023-09-22 09:51:41,133:	[Wall TIME] >>> ChiefCoach.train takes 1.609376 seconds ...
2023-09-22 09:51:41,222:	[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.01249
2023-09-22 09:51:41,222:	[Coach] >>> VALID @Epoch: 179  >>> 
2023-09-22 09:51:41,222:	[Coach] >>> TEST  @Epoch: 179  >>> 
2023-09-22 09:51:42,965:	[Wall TIME] >>> ChiefCoach.train takes 1.742304 seconds ...
2023-09-22 09:51:44,361:	[Wall TIME] >>> ChiefCoach.valid takes 1.258065 seconds ...
2023-09-22 09:51:44,361:	[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.01221
2023-09-22 09:51:44,361:	[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0474 || HITRATE@10 Avg: 0.0721 || NDCG@5 Avg: 0.0310 || NDCG@10 Avg: 0.0390
2023-09-22 09:51:44,361:	[Coach] >>> TEST  @Epoch: 180  >>> 
2023-09-22 09:51:46,069:	[Wall TIME] >>> ChiefCoach.train takes 1.707653 seconds ...
2023-09-22 09:51:46,240:	[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.01229
2023-09-22 09:51:46,240:	[Coach] >>> VALID @Epoch: 181  >>> 
2023-09-22 09:51:46,240:	[Coach] >>> TEST  @Epoch: 181  >>> 
2023-09-22 09:51:48,047:	[Wall TIME] >>> ChiefCoach.train takes 1.806361 seconds ...
2023-09-22 09:51:48,120:	[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.01221
2023-09-22 09:51:48,120:	[Coach] >>> VALID @Epoch: 182  >>> 
2023-09-22 09:51:48,121:	[Coach] >>> TEST  @Epoch: 182  >>> 
2023-09-22 09:51:49,866:	[Wall TIME] >>> ChiefCoach.train takes 1.745547 seconds ...
2023-09-22 09:51:49,936:	[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.01222
2023-09-22 09:51:49,937:	[Coach] >>> VALID @Epoch: 183  >>> 
2023-09-22 09:51:49,937:	[Coach] >>> TEST  @Epoch: 183  >>> 
2023-09-22 09:51:51,707:	[Wall TIME] >>> ChiefCoach.train takes 1.770423 seconds ...
2023-09-22 09:51:51,779:	[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.01241
2023-09-22 09:51:51,779:	[Coach] >>> VALID @Epoch: 184  >>> 
2023-09-22 09:51:51,780:	[Coach] >>> TEST  @Epoch: 184  >>> 
2023-09-22 09:51:53,516:	[Wall TIME] >>> ChiefCoach.train takes 1.736017 seconds ...
2023-09-22 09:51:54,791:	[Wall TIME] >>> ChiefCoach.valid takes 1.070027 seconds ...
2023-09-22 09:51:54,791:	[Coach] >>> Better ***NDCG@10*** of ***0.0395*** 
2023-09-22 09:51:54,813:	[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.01201
2023-09-22 09:51:54,813:	[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0482 || HITRATE@10 Avg: 0.0726 || NDCG@5 Avg: 0.0316 || NDCG@10 Avg: 0.0395
2023-09-22 09:51:54,813:	[Coach] >>> TEST  @Epoch: 185  >>> 
2023-09-22 09:51:56,760:	[Wall TIME] >>> ChiefCoach.train takes 1.946715 seconds ...
2023-09-22 09:51:56,978:	[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.01210
2023-09-22 09:51:56,978:	[Coach] >>> VALID @Epoch: 186  >>> 
2023-09-22 09:51:56,978:	[Coach] >>> TEST  @Epoch: 186  >>> 
2023-09-22 09:51:58,628:	[Wall TIME] >>> ChiefCoach.train takes 1.650251 seconds ...
2023-09-22 09:51:58,700:	[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.01191
2023-09-22 09:51:58,700:	[Coach] >>> VALID @Epoch: 187  >>> 
2023-09-22 09:51:58,700:	[Coach] >>> TEST  @Epoch: 187  >>> 
2023-09-22 09:52:00,560:	[Wall TIME] >>> ChiefCoach.train takes 1.859968 seconds ...
2023-09-22 09:52:00,639:	[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.01209
2023-09-22 09:52:00,639:	[Coach] >>> VALID @Epoch: 188  >>> 
2023-09-22 09:52:00,639:	[Coach] >>> TEST  @Epoch: 188  >>> 
2023-09-22 09:52:02,755:	[Wall TIME] >>> ChiefCoach.train takes 2.116224 seconds ...
2023-09-22 09:52:03,006:	[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.01188
2023-09-22 09:52:03,006:	[Coach] >>> VALID @Epoch: 189  >>> 
2023-09-22 09:52:03,006:	[Coach] >>> TEST  @Epoch: 189  >>> 
2023-09-22 09:52:04,718:	[Wall TIME] >>> ChiefCoach.train takes 1.711137 seconds ...
2023-09-22 09:52:05,811:	[Wall TIME] >>> ChiefCoach.valid takes 1.008884 seconds ...
2023-09-22 09:52:05,811:	[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.01215
2023-09-22 09:52:05,811:	[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0469 || HITRATE@10 Avg: 0.0729 || NDCG@5 Avg: 0.0310 || NDCG@10 Avg: 0.0394
2023-09-22 09:52:05,811:	[Coach] >>> TEST  @Epoch: 190  >>> 
2023-09-22 09:52:07,597:	[Wall TIME] >>> ChiefCoach.train takes 1.785894 seconds ...
2023-09-22 09:52:07,667:	[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.01170
2023-09-22 09:52:07,667:	[Coach] >>> VALID @Epoch: 191  >>> 
2023-09-22 09:52:07,667:	[Coach] >>> TEST  @Epoch: 191  >>> 
2023-09-22 09:52:09,651:	[Wall TIME] >>> ChiefCoach.train takes 1.983974 seconds ...
2023-09-22 09:52:09,722:	[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.01164
2023-09-22 09:52:09,722:	[Coach] >>> VALID @Epoch: 192  >>> 
2023-09-22 09:52:09,722:	[Coach] >>> TEST  @Epoch: 192  >>> 
2023-09-22 09:52:11,806:	[Wall TIME] >>> ChiefCoach.train takes 2.083765 seconds ...
2023-09-22 09:52:11,893:	[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.01169
2023-09-22 09:52:11,894:	[Coach] >>> VALID @Epoch: 193  >>> 
2023-09-22 09:52:11,894:	[Coach] >>> TEST  @Epoch: 193  >>> 
2023-09-22 09:52:13,851:	[Wall TIME] >>> ChiefCoach.train takes 1.956859 seconds ...
2023-09-22 09:52:13,923:	[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.01161
2023-09-22 09:52:13,923:	[Coach] >>> VALID @Epoch: 194  >>> 
2023-09-22 09:52:13,923:	[Coach] >>> TEST  @Epoch: 194  >>> 
2023-09-22 09:52:15,482:	[Wall TIME] >>> ChiefCoach.train takes 1.558682 seconds ...
2023-09-22 09:52:16,550:	[Wall TIME] >>> ChiefCoach.valid takes 0.979859 seconds ...
2023-09-22 09:52:16,550:	[Coach] >>> Better ***NDCG@10*** of ***0.0397*** 
2023-09-22 09:52:16,571:	[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.01170
2023-09-22 09:52:16,572:	[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0476 || HITRATE@10 Avg: 0.0732 || NDCG@5 Avg: 0.0315 || NDCG@10 Avg: 0.0397
2023-09-22 09:52:16,572:	[Coach] >>> TEST  @Epoch: 195  >>> 
2023-09-22 09:52:18,568:	[Wall TIME] >>> ChiefCoach.train takes 1.996600 seconds ...
2023-09-22 09:52:18,641:	[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.01176
2023-09-22 09:52:18,641:	[Coach] >>> VALID @Epoch: 196  >>> 
2023-09-22 09:52:18,641:	[Coach] >>> TEST  @Epoch: 196  >>> 
2023-09-22 09:52:20,261:	[Wall TIME] >>> ChiefCoach.train takes 1.619298 seconds ...
2023-09-22 09:52:20,349:	[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.01150
2023-09-22 09:52:20,350:	[Coach] >>> VALID @Epoch: 197  >>> 
2023-09-22 09:52:20,350:	[Coach] >>> TEST  @Epoch: 197  >>> 
2023-09-22 09:52:22,409:	[Wall TIME] >>> ChiefCoach.train takes 2.059331 seconds ...
2023-09-22 09:52:22,530:	[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.01145
2023-09-22 09:52:22,530:	[Coach] >>> VALID @Epoch: 198  >>> 
2023-09-22 09:52:22,530:	[Coach] >>> TEST  @Epoch: 198  >>> 
2023-09-22 09:52:24,153:	[Wall TIME] >>> ChiefCoach.train takes 1.623067 seconds ...
2023-09-22 09:52:24,223:	[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.01153
2023-09-22 09:52:24,224:	[Coach] >>> VALID @Epoch: 199  >>> 
2023-09-22 09:52:24,224:	[Coach] >>> TEST  @Epoch: 199  >>> 
2023-09-22 09:52:25,823:	[Wall TIME] >>> ChiefCoach.train takes 1.599200 seconds ...
2023-09-22 09:52:27,036:	[Wall TIME] >>> ChiefCoach.valid takes 1.146196 seconds ...
2023-09-22 09:52:27,037:	[Coach] >>> Better ***NDCG@10*** of ***0.0398*** 
2023-09-22 09:52:27,062:	[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.01147
2023-09-22 09:52:27,062:	[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0476 || HITRATE@10 Avg: 0.0736 || NDCG@5 Avg: 0.0315 || NDCG@10 Avg: 0.0398
2023-09-22 09:52:27,062:	[Coach] >>> TEST  @Epoch: 200  >>> 
2023-09-22 09:52:28,750:	[Wall TIME] >>> ChiefCoach.train takes 1.687817 seconds ...
2023-09-22 09:52:28,843:	[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.01139
2023-09-22 09:52:28,847:	[Coach] >>> VALID @Epoch: 201  >>> 
2023-09-22 09:52:28,847:	[Coach] >>> TEST  @Epoch: 201  >>> 
2023-09-22 09:52:30,594:	[Wall TIME] >>> ChiefCoach.train takes 1.746697 seconds ...
2023-09-22 09:52:30,833:	[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.01146
2023-09-22 09:52:30,833:	[Coach] >>> VALID @Epoch: 202  >>> 
2023-09-22 09:52:30,833:	[Coach] >>> TEST  @Epoch: 202  >>> 
2023-09-22 09:52:33,011:	[Wall TIME] >>> ChiefCoach.train takes 2.177981 seconds ...
2023-09-22 09:52:33,092:	[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.01152
2023-09-22 09:52:33,092:	[Coach] >>> VALID @Epoch: 203  >>> 
2023-09-22 09:52:33,092:	[Coach] >>> TEST  @Epoch: 203  >>> 
2023-09-22 09:52:34,925:	[Wall TIME] >>> ChiefCoach.train takes 1.832704 seconds ...
2023-09-22 09:52:35,009:	[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.01118
2023-09-22 09:52:35,009:	[Coach] >>> VALID @Epoch: 204  >>> 
2023-09-22 09:52:35,009:	[Coach] >>> TEST  @Epoch: 204  >>> 
2023-09-22 09:52:36,678:	[Wall TIME] >>> ChiefCoach.train takes 1.668852 seconds ...
2023-09-22 09:52:37,747:	[Wall TIME] >>> ChiefCoach.valid takes 0.997562 seconds ...
2023-09-22 09:52:37,747:	[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.01110
2023-09-22 09:52:37,747:	[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0480 || HITRATE@10 Avg: 0.0728 || NDCG@5 Avg: 0.0317 || NDCG@10 Avg: 0.0396
2023-09-22 09:52:37,747:	[Coach] >>> TEST  @Epoch: 205  >>> 
2023-09-22 09:52:39,545:	[Wall TIME] >>> ChiefCoach.train takes 1.798237 seconds ...
2023-09-22 09:52:39,822:	[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.01111
2023-09-22 09:52:39,822:	[Coach] >>> VALID @Epoch: 206  >>> 
2023-09-22 09:52:39,822:	[Coach] >>> TEST  @Epoch: 206  >>> 
2023-09-22 09:52:41,710:	[Wall TIME] >>> ChiefCoach.train takes 1.887313 seconds ...
2023-09-22 09:52:41,802:	[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.01120
2023-09-22 09:52:41,802:	[Coach] >>> VALID @Epoch: 207  >>> 
2023-09-22 09:52:41,802:	[Coach] >>> TEST  @Epoch: 207  >>> 
2023-09-22 09:52:43,789:	[Wall TIME] >>> ChiefCoach.train takes 1.986887 seconds ...
2023-09-22 09:52:43,994:	[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.01113
2023-09-22 09:52:43,994:	[Coach] >>> VALID @Epoch: 208  >>> 
2023-09-22 09:52:43,994:	[Coach] >>> TEST  @Epoch: 208  >>> 
2023-09-22 09:52:45,801:	[Wall TIME] >>> ChiefCoach.train takes 1.807501 seconds ...
2023-09-22 09:52:45,974:	[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.01088
2023-09-22 09:52:45,974:	[Coach] >>> VALID @Epoch: 209  >>> 
2023-09-22 09:52:45,974:	[Coach] >>> TEST  @Epoch: 209  >>> 
2023-09-22 09:52:47,674:	[Wall TIME] >>> ChiefCoach.train takes 1.699496 seconds ...
2023-09-22 09:52:48,872:	[Wall TIME] >>> ChiefCoach.valid takes 1.069257 seconds ...
2023-09-22 09:52:48,872:	[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.01119
2023-09-22 09:52:48,872:	[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0148 || HITRATE@5 Avg: 0.0478 || HITRATE@10 Avg: 0.0723 || NDCG@5 Avg: 0.0314 || NDCG@10 Avg: 0.0393
2023-09-22 09:52:48,872:	[Coach] >>> TEST  @Epoch: 210  >>> 
2023-09-22 09:52:51,174:	[Wall TIME] >>> ChiefCoach.train takes 2.301351 seconds ...
2023-09-22 09:52:51,245:	[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.01116
2023-09-22 09:52:51,246:	[Coach] >>> VALID @Epoch: 211  >>> 
2023-09-22 09:52:51,246:	[Coach] >>> TEST  @Epoch: 211  >>> 
2023-09-22 09:52:53,126:	[Wall TIME] >>> ChiefCoach.train takes 1.880480 seconds ...
2023-09-22 09:52:53,218:	[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.01108
2023-09-22 09:52:53,219:	[Coach] >>> VALID @Epoch: 212  >>> 
2023-09-22 09:52:53,219:	[Coach] >>> TEST  @Epoch: 212  >>> 
2023-09-22 09:52:54,965:	[Wall TIME] >>> ChiefCoach.train takes 1.745990 seconds ...
2023-09-22 09:52:55,038:	[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.01092
2023-09-22 09:52:55,038:	[Coach] >>> VALID @Epoch: 213  >>> 
2023-09-22 09:52:55,038:	[Coach] >>> TEST  @Epoch: 213  >>> 
2023-09-22 09:52:56,811:	[Wall TIME] >>> ChiefCoach.train takes 1.772377 seconds ...
2023-09-22 09:52:56,883:	[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.01097
2023-09-22 09:52:56,883:	[Coach] >>> VALID @Epoch: 214  >>> 
2023-09-22 09:52:56,883:	[Coach] >>> TEST  @Epoch: 214  >>> 
2023-09-22 09:52:58,794:	[Wall TIME] >>> ChiefCoach.train takes 1.910391 seconds ...
2023-09-22 09:53:00,055:	[Wall TIME] >>> ChiefCoach.valid takes 1.031519 seconds ...
2023-09-22 09:53:00,055:	[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.01094
2023-09-22 09:53:00,056:	[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0148 || HITRATE@5 Avg: 0.0487 || HITRATE@10 Avg: 0.0732 || NDCG@5 Avg: 0.0319 || NDCG@10 Avg: 0.0397
2023-09-22 09:53:00,056:	[Coach] >>> TEST  @Epoch: 215  >>> 
2023-09-22 09:53:02,207:	[Wall TIME] >>> ChiefCoach.train takes 2.150929 seconds ...
2023-09-22 09:53:02,278:	[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.01091
2023-09-22 09:53:02,278:	[Coach] >>> VALID @Epoch: 216  >>> 
2023-09-22 09:53:02,278:	[Coach] >>> TEST  @Epoch: 216  >>> 
2023-09-22 09:53:03,872:	[Wall TIME] >>> ChiefCoach.train takes 1.593757 seconds ...
2023-09-22 09:53:03,947:	[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.01075
2023-09-22 09:53:03,947:	[Coach] >>> VALID @Epoch: 217  >>> 
2023-09-22 09:53:03,947:	[Coach] >>> TEST  @Epoch: 217  >>> 
2023-09-22 09:53:05,484:	[Wall TIME] >>> ChiefCoach.train takes 1.536410 seconds ...
2023-09-22 09:53:05,582:	[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.01074
2023-09-22 09:53:05,582:	[Coach] >>> VALID @Epoch: 218  >>> 
2023-09-22 09:53:05,582:	[Coach] >>> TEST  @Epoch: 218  >>> 
2023-09-22 09:53:07,560:	[Wall TIME] >>> ChiefCoach.train takes 1.977443 seconds ...
2023-09-22 09:53:07,644:	[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.01075
2023-09-22 09:53:07,644:	[Coach] >>> VALID @Epoch: 219  >>> 
2023-09-22 09:53:07,644:	[Coach] >>> TEST  @Epoch: 219  >>> 
2023-09-22 09:53:09,554:	[Wall TIME] >>> ChiefCoach.train takes 1.909647 seconds ...
2023-09-22 09:53:10,712:	[Wall TIME] >>> ChiefCoach.valid takes 1.078796 seconds ...
2023-09-22 09:53:10,712:	[Coach] >>> Better ***NDCG@10*** of ***0.0401*** 
2023-09-22 09:53:10,734:	[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.01083
2023-09-22 09:53:10,734:	[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0489 || HITRATE@10 Avg: 0.0738 || NDCG@5 Avg: 0.0321 || NDCG@10 Avg: 0.0401
2023-09-22 09:53:10,735:	[Coach] >>> TEST  @Epoch: 220  >>> 
2023-09-22 09:53:12,393:	[Wall TIME] >>> ChiefCoach.train takes 1.658401 seconds ...
2023-09-22 09:53:12,520:	[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.01079
2023-09-22 09:53:12,520:	[Coach] >>> VALID @Epoch: 221  >>> 
2023-09-22 09:53:12,520:	[Coach] >>> TEST  @Epoch: 221  >>> 
2023-09-22 09:53:14,510:	[Wall TIME] >>> ChiefCoach.train takes 1.990140 seconds ...
2023-09-22 09:53:14,590:	[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.01068
2023-09-22 09:53:14,591:	[Coach] >>> VALID @Epoch: 222  >>> 
2023-09-22 09:53:14,591:	[Coach] >>> TEST  @Epoch: 222  >>> 
2023-09-22 09:53:16,385:	[Wall TIME] >>> ChiefCoach.train takes 1.793801 seconds ...
2023-09-22 09:53:16,461:	[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.01069
2023-09-22 09:53:16,461:	[Coach] >>> VALID @Epoch: 223  >>> 
2023-09-22 09:53:16,461:	[Coach] >>> TEST  @Epoch: 223  >>> 
2023-09-22 09:53:18,295:	[Wall TIME] >>> ChiefCoach.train takes 1.833678 seconds ...
2023-09-22 09:53:18,375:	[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.01062
2023-09-22 09:53:18,375:	[Coach] >>> VALID @Epoch: 224  >>> 
2023-09-22 09:53:18,375:	[Coach] >>> TEST  @Epoch: 224  >>> 
2023-09-22 09:53:20,322:	[Wall TIME] >>> ChiefCoach.train takes 1.946858 seconds ...
2023-09-22 09:53:21,474:	[Wall TIME] >>> ChiefCoach.valid takes 1.060576 seconds ...
2023-09-22 09:53:21,474:	[Coach] >>> Better ***NDCG@10*** of ***0.0401*** 
2023-09-22 09:53:21,638:	[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.01042
2023-09-22 09:53:21,639:	[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0150 || HITRATE@5 Avg: 0.0492 || HITRATE@10 Avg: 0.0736 || NDCG@5 Avg: 0.0323 || NDCG@10 Avg: 0.0401
2023-09-22 09:53:21,639:	[Coach] >>> TEST  @Epoch: 225  >>> 
2023-09-22 09:53:23,754:	[Wall TIME] >>> ChiefCoach.train takes 2.115363 seconds ...
2023-09-22 09:53:23,823:	[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.01038
2023-09-22 09:53:23,823:	[Coach] >>> VALID @Epoch: 226  >>> 
2023-09-22 09:53:23,823:	[Coach] >>> TEST  @Epoch: 226  >>> 
2023-09-22 09:53:25,611:	[Wall TIME] >>> ChiefCoach.train takes 1.787901 seconds ...
2023-09-22 09:53:25,681:	[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.01044
2023-09-22 09:53:25,681:	[Coach] >>> VALID @Epoch: 227  >>> 
2023-09-22 09:53:25,681:	[Coach] >>> TEST  @Epoch: 227  >>> 
2023-09-22 09:53:27,321:	[Wall TIME] >>> ChiefCoach.train takes 1.639700 seconds ...
2023-09-22 09:53:27,442:	[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.01047
2023-09-22 09:53:27,442:	[Coach] >>> VALID @Epoch: 228  >>> 
2023-09-22 09:53:27,442:	[Coach] >>> TEST  @Epoch: 228  >>> 
2023-09-22 09:53:29,408:	[Wall TIME] >>> ChiefCoach.train takes 1.966118 seconds ...
2023-09-22 09:53:29,485:	[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.01015
2023-09-22 09:53:29,486:	[Coach] >>> VALID @Epoch: 229  >>> 
2023-09-22 09:53:29,486:	[Coach] >>> TEST  @Epoch: 229  >>> 
2023-09-22 09:53:31,386:	[Wall TIME] >>> ChiefCoach.train takes 1.899757 seconds ...
2023-09-22 09:53:32,530:	[Wall TIME] >>> ChiefCoach.valid takes 1.065305 seconds ...
2023-09-22 09:53:32,530:	[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.01035
2023-09-22 09:53:32,530:	[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0482 || HITRATE@10 Avg: 0.0732 || NDCG@5 Avg: 0.0317 || NDCG@10 Avg: 0.0398
2023-09-22 09:53:32,530:	[Coach] >>> TEST  @Epoch: 230  >>> 
2023-09-22 09:53:34,670:	[Wall TIME] >>> ChiefCoach.train takes 2.139754 seconds ...
2023-09-22 09:53:34,742:	[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.01039
2023-09-22 09:53:34,742:	[Coach] >>> VALID @Epoch: 231  >>> 
2023-09-22 09:53:34,742:	[Coach] >>> TEST  @Epoch: 231  >>> 
2023-09-22 09:53:36,644:	[Wall TIME] >>> ChiefCoach.train takes 1.901263 seconds ...
2023-09-22 09:53:36,714:	[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.01036
2023-09-22 09:53:36,714:	[Coach] >>> VALID @Epoch: 232  >>> 
2023-09-22 09:53:36,714:	[Coach] >>> TEST  @Epoch: 232  >>> 
2023-09-22 09:53:38,595:	[Wall TIME] >>> ChiefCoach.train takes 1.880356 seconds ...
2023-09-22 09:53:38,666:	[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.01039
2023-09-22 09:53:38,666:	[Coach] >>> VALID @Epoch: 233  >>> 
2023-09-22 09:53:38,666:	[Coach] >>> TEST  @Epoch: 233  >>> 
2023-09-22 09:53:40,375:	[Wall TIME] >>> ChiefCoach.train takes 1.709157 seconds ...
2023-09-22 09:53:40,441:	[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.01011
2023-09-22 09:53:40,441:	[Coach] >>> VALID @Epoch: 234  >>> 
2023-09-22 09:53:40,441:	[Coach] >>> TEST  @Epoch: 234  >>> 
2023-09-22 09:53:42,127:	[Wall TIME] >>> ChiefCoach.train takes 1.685975 seconds ...
2023-09-22 09:53:43,250:	[Wall TIME] >>> ChiefCoach.valid takes 1.052252 seconds ...
2023-09-22 09:53:43,326:	[Coach] >>> Better ***NDCG@10*** of ***0.0401*** 
2023-09-22 09:53:43,348:	[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.00998
2023-09-22 09:53:43,348:	[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0487 || HITRATE@10 Avg: 0.0741 || NDCG@5 Avg: 0.0320 || NDCG@10 Avg: 0.0401
2023-09-22 09:53:43,348:	[Coach] >>> TEST  @Epoch: 235  >>> 
2023-09-22 09:53:45,140:	[Wall TIME] >>> ChiefCoach.train takes 1.791553 seconds ...
2023-09-22 09:53:45,207:	[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.01021
2023-09-22 09:53:45,207:	[Coach] >>> VALID @Epoch: 236  >>> 
2023-09-22 09:53:45,207:	[Coach] >>> TEST  @Epoch: 236  >>> 
2023-09-22 09:53:46,946:	[Wall TIME] >>> ChiefCoach.train takes 1.738739 seconds ...
2023-09-22 09:53:47,022:	[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.01025
2023-09-22 09:53:47,022:	[Coach] >>> VALID @Epoch: 237  >>> 
2023-09-22 09:53:47,023:	[Coach] >>> TEST  @Epoch: 237  >>> 
2023-09-22 09:53:48,910:	[Wall TIME] >>> ChiefCoach.train takes 1.887209 seconds ...
2023-09-22 09:53:49,203:	[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.01008
2023-09-22 09:53:49,203:	[Coach] >>> VALID @Epoch: 238  >>> 
2023-09-22 09:53:49,203:	[Coach] >>> TEST  @Epoch: 238  >>> 
2023-09-22 09:53:51,097:	[Wall TIME] >>> ChiefCoach.train takes 1.894024 seconds ...
2023-09-22 09:53:51,192:	[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.01025
2023-09-22 09:53:51,192:	[Coach] >>> VALID @Epoch: 239  >>> 
2023-09-22 09:53:51,192:	[Coach] >>> TEST  @Epoch: 239  >>> 
2023-09-22 09:53:53,066:	[Wall TIME] >>> ChiefCoach.train takes 1.873266 seconds ...
2023-09-22 09:53:54,186:	[Wall TIME] >>> ChiefCoach.valid takes 1.036161 seconds ...
2023-09-22 09:53:54,187:	[Coach] >>> Better ***NDCG@10*** of ***0.0402*** 
2023-09-22 09:53:54,451:	[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.01009
2023-09-22 09:53:54,452:	[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0485 || HITRATE@10 Avg: 0.0743 || NDCG@5 Avg: 0.0319 || NDCG@10 Avg: 0.0402
2023-09-22 09:53:54,452:	[Coach] >>> TEST  @Epoch: 240  >>> 
2023-09-22 09:53:56,139:	[Wall TIME] >>> ChiefCoach.train takes 1.686512 seconds ...
2023-09-22 09:53:56,212:	[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.01012
2023-09-22 09:53:56,212:	[Coach] >>> VALID @Epoch: 241  >>> 
2023-09-22 09:53:56,212:	[Coach] >>> TEST  @Epoch: 241  >>> 
2023-09-22 09:53:58,395:	[Wall TIME] >>> ChiefCoach.train takes 2.182096 seconds ...
2023-09-22 09:53:58,467:	[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.01019
2023-09-22 09:53:58,467:	[Coach] >>> VALID @Epoch: 242  >>> 
2023-09-22 09:53:58,467:	[Coach] >>> TEST  @Epoch: 242  >>> 
2023-09-22 09:54:00,819:	[Wall TIME] >>> ChiefCoach.train takes 2.351512 seconds ...
2023-09-22 09:54:00,948:	[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.01019
2023-09-22 09:54:00,949:	[Coach] >>> VALID @Epoch: 243  >>> 
2023-09-22 09:54:00,949:	[Coach] >>> TEST  @Epoch: 243  >>> 
2023-09-22 09:54:03,102:	[Wall TIME] >>> ChiefCoach.train takes 2.153102 seconds ...
2023-09-22 09:54:03,186:	[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.00993
2023-09-22 09:54:03,187:	[Coach] >>> VALID @Epoch: 244  >>> 
2023-09-22 09:54:03,187:	[Coach] >>> TEST  @Epoch: 244  >>> 
2023-09-22 09:54:05,137:	[Wall TIME] >>> ChiefCoach.train takes 1.950521 seconds ...
2023-09-22 09:54:06,272:	[Wall TIME] >>> ChiefCoach.valid takes 1.044290 seconds ...
2023-09-22 09:54:06,272:	[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.00980
2023-09-22 09:54:06,272:	[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0478 || HITRATE@10 Avg: 0.0732 || NDCG@5 Avg: 0.0316 || NDCG@10 Avg: 0.0398
2023-09-22 09:54:06,272:	[Coach] >>> TEST  @Epoch: 245  >>> 
2023-09-22 09:54:08,184:	[Wall TIME] >>> ChiefCoach.train takes 1.912097 seconds ...
2023-09-22 09:54:08,400:	[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.00984
2023-09-22 09:54:08,400:	[Coach] >>> VALID @Epoch: 246  >>> 
2023-09-22 09:54:08,400:	[Coach] >>> TEST  @Epoch: 246  >>> 
2023-09-22 09:54:10,134:	[Wall TIME] >>> ChiefCoach.train takes 1.733780 seconds ...
2023-09-22 09:54:10,208:	[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.00970
2023-09-22 09:54:10,208:	[Coach] >>> VALID @Epoch: 247  >>> 
2023-09-22 09:54:10,208:	[Coach] >>> TEST  @Epoch: 247  >>> 
2023-09-22 09:54:12,116:	[Wall TIME] >>> ChiefCoach.train takes 1.907338 seconds ...
2023-09-22 09:54:12,183:	[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.00988
2023-09-22 09:54:12,183:	[Coach] >>> VALID @Epoch: 248  >>> 
2023-09-22 09:54:12,183:	[Coach] >>> TEST  @Epoch: 248  >>> 
2023-09-22 09:54:14,247:	[Wall TIME] >>> ChiefCoach.train takes 2.064383 seconds ...
2023-09-22 09:54:14,321:	[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.00982
2023-09-22 09:54:14,322:	[Coach] >>> VALID @Epoch: 249  >>> 
2023-09-22 09:54:14,322:	[Coach] >>> TEST  @Epoch: 249  >>> 
2023-09-22 09:54:16,010:	[Wall TIME] >>> ChiefCoach.train takes 1.687949 seconds ...
2023-09-22 09:54:17,264:	[Wall TIME] >>> ChiefCoach.valid takes 1.187517 seconds ...
2023-09-22 09:54:17,264:	[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.00983
2023-09-22 09:54:17,264:	[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0481 || HITRATE@10 Avg: 0.0731 || NDCG@5 Avg: 0.0315 || NDCG@10 Avg: 0.0397
2023-09-22 09:54:17,264:	[Coach] >>> TEST  @Epoch: 250  >>> 
2023-09-22 09:54:19,039:	[Wall TIME] >>> ChiefCoach.train takes 1.774536 seconds ...
2023-09-22 09:54:19,110:	[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.00967
2023-09-22 09:54:19,110:	[Coach] >>> VALID @Epoch: 251  >>> 
2023-09-22 09:54:19,111:	[Coach] >>> TEST  @Epoch: 251  >>> 
2023-09-22 09:54:20,685:	[Wall TIME] >>> ChiefCoach.train takes 1.574212 seconds ...
2023-09-22 09:54:20,810:	[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.00972
2023-09-22 09:54:20,811:	[Coach] >>> VALID @Epoch: 252  >>> 
2023-09-22 09:54:20,811:	[Coach] >>> TEST  @Epoch: 252  >>> 
2023-09-22 09:54:22,689:	[Wall TIME] >>> ChiefCoach.train takes 1.877979 seconds ...
2023-09-22 09:54:22,761:	[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.00966
2023-09-22 09:54:22,761:	[Coach] >>> VALID @Epoch: 253  >>> 
2023-09-22 09:54:22,761:	[Coach] >>> TEST  @Epoch: 253  >>> 
2023-09-22 09:54:24,639:	[Wall TIME] >>> ChiefCoach.train takes 1.877528 seconds ...
2023-09-22 09:54:24,707:	[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.00970
2023-09-22 09:54:24,939:	[Coach] >>> VALID @Epoch: 254  >>> 
2023-09-22 09:54:24,939:	[Coach] >>> TEST  @Epoch: 254  >>> 
2023-09-22 09:54:26,715:	[Wall TIME] >>> ChiefCoach.train takes 1.776136 seconds ...
2023-09-22 09:54:27,808:	[Wall TIME] >>> ChiefCoach.valid takes 1.016234 seconds ...
2023-09-22 09:54:27,809:	[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.00964
2023-09-22 09:54:27,809:	[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0143 || HITRATE@5 Avg: 0.0477 || HITRATE@10 Avg: 0.0735 || NDCG@5 Avg: 0.0312 || NDCG@10 Avg: 0.0396
2023-09-22 09:54:27,809:	[Coach] >>> TEST  @Epoch: 255  >>> 
2023-09-22 09:54:29,590:	[Wall TIME] >>> ChiefCoach.train takes 1.780702 seconds ...
2023-09-22 09:54:29,674:	[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.00947
2023-09-22 09:54:29,675:	[Coach] >>> VALID @Epoch: 256  >>> 
2023-09-22 09:54:29,675:	[Coach] >>> TEST  @Epoch: 256  >>> 
2023-09-22 09:54:31,464:	[Wall TIME] >>> ChiefCoach.train takes 1.789075 seconds ...
2023-09-22 09:54:31,540:	[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.00960
2023-09-22 09:54:31,541:	[Coach] >>> VALID @Epoch: 257  >>> 
2023-09-22 09:54:31,541:	[Coach] >>> TEST  @Epoch: 257  >>> 
2023-09-22 09:54:33,487:	[Wall TIME] >>> ChiefCoach.train takes 1.946429 seconds ...
2023-09-22 09:54:33,586:	[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.00939
2023-09-22 09:54:33,586:	[Coach] >>> VALID @Epoch: 258  >>> 
2023-09-22 09:54:33,586:	[Coach] >>> TEST  @Epoch: 258  >>> 
2023-09-22 09:54:35,374:	[Wall TIME] >>> ChiefCoach.train takes 1.788357 seconds ...
2023-09-22 09:54:35,459:	[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.00972
2023-09-22 09:54:35,459:	[Coach] >>> VALID @Epoch: 259  >>> 
2023-09-22 09:54:35,459:	[Coach] >>> TEST  @Epoch: 259  >>> 
2023-09-22 09:54:37,211:	[Wall TIME] >>> ChiefCoach.train takes 1.751481 seconds ...
2023-09-22 09:54:38,351:	[Wall TIME] >>> ChiefCoach.valid takes 1.064817 seconds ...
2023-09-22 09:54:38,351:	[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.00952
2023-09-22 09:54:38,351:	[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0142 || HITRATE@5 Avg: 0.0482 || HITRATE@10 Avg: 0.0733 || NDCG@5 Avg: 0.0313 || NDCG@10 Avg: 0.0394
2023-09-22 09:54:38,351:	[Coach] >>> TEST  @Epoch: 260  >>> 
2023-09-22 09:54:40,264:	[Wall TIME] >>> ChiefCoach.train takes 1.912374 seconds ...
2023-09-22 09:54:40,366:	[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.00963
2023-09-22 09:54:40,366:	[Coach] >>> VALID @Epoch: 261  >>> 
2023-09-22 09:54:40,366:	[Coach] >>> TEST  @Epoch: 261  >>> 
2023-09-22 09:54:42,275:	[Wall TIME] >>> ChiefCoach.train takes 1.908481 seconds ...
2023-09-22 09:54:42,341:	[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.00953
2023-09-22 09:54:42,341:	[Coach] >>> VALID @Epoch: 262  >>> 
2023-09-22 09:54:42,341:	[Coach] >>> TEST  @Epoch: 262  >>> 
2023-09-22 09:54:44,317:	[Wall TIME] >>> ChiefCoach.train takes 1.975311 seconds ...
2023-09-22 09:54:44,392:	[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.00959
2023-09-22 09:54:44,392:	[Coach] >>> VALID @Epoch: 263  >>> 
2023-09-22 09:54:44,392:	[Coach] >>> TEST  @Epoch: 263  >>> 
2023-09-22 09:54:46,083:	[Wall TIME] >>> ChiefCoach.train takes 1.690598 seconds ...
2023-09-22 09:54:46,153:	[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.00936
2023-09-22 09:54:46,153:	[Coach] >>> VALID @Epoch: 264  >>> 
2023-09-22 09:54:46,153:	[Coach] >>> TEST  @Epoch: 264  >>> 
2023-09-22 09:54:47,887:	[Wall TIME] >>> ChiefCoach.train takes 1.733566 seconds ...
2023-09-22 09:54:48,991:	[Wall TIME] >>> ChiefCoach.valid takes 1.032470 seconds ...
2023-09-22 09:54:48,991:	[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.00955
2023-09-22 09:54:48,992:	[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0482 || HITRATE@10 Avg: 0.0732 || NDCG@5 Avg: 0.0316 || NDCG@10 Avg: 0.0397
2023-09-22 09:54:48,992:	[Coach] >>> TEST  @Epoch: 265  >>> 
2023-09-22 09:54:50,663:	[Wall TIME] >>> ChiefCoach.train takes 1.670848 seconds ...
2023-09-22 09:54:50,743:	[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.00931
2023-09-22 09:54:50,743:	[Coach] >>> VALID @Epoch: 266  >>> 
2023-09-22 09:54:50,743:	[Coach] >>> TEST  @Epoch: 266  >>> 
2023-09-22 09:54:52,424:	[Wall TIME] >>> ChiefCoach.train takes 1.680563 seconds ...
2023-09-22 09:54:52,739:	[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.00937
2023-09-22 09:54:52,740:	[Coach] >>> VALID @Epoch: 267  >>> 
2023-09-22 09:54:52,740:	[Coach] >>> TEST  @Epoch: 267  >>> 
2023-09-22 09:54:54,517:	[Wall TIME] >>> ChiefCoach.train takes 1.777052 seconds ...
2023-09-22 09:54:54,871:	[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.00941
2023-09-22 09:54:54,871:	[Coach] >>> VALID @Epoch: 268  >>> 
2023-09-22 09:54:54,871:	[Coach] >>> TEST  @Epoch: 268  >>> 
2023-09-22 09:54:56,634:	[Wall TIME] >>> ChiefCoach.train takes 1.761950 seconds ...
2023-09-22 09:54:56,905:	[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.00941
2023-09-22 09:54:56,905:	[Coach] >>> VALID @Epoch: 269  >>> 
2023-09-22 09:54:56,905:	[Coach] >>> TEST  @Epoch: 269  >>> 
2023-09-22 09:54:58,655:	[Wall TIME] >>> ChiefCoach.train takes 1.749839 seconds ...
2023-09-22 09:54:59,756:	[Wall TIME] >>> ChiefCoach.valid takes 1.029414 seconds ...
2023-09-22 09:54:59,756:	[Coach] >>> Better ***NDCG@10*** of ***0.0403*** 
2023-09-22 09:54:59,780:	[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.00929
2023-09-22 09:54:59,780:	[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0488 || HITRATE@10 Avg: 0.0741 || NDCG@5 Avg: 0.0321 || NDCG@10 Avg: 0.0403
2023-09-22 09:54:59,780:	[Coach] >>> TEST  @Epoch: 270  >>> 
2023-09-22 09:55:01,761:	[Wall TIME] >>> ChiefCoach.train takes 1.980746 seconds ...
2023-09-22 09:55:02,015:	[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.00933
2023-09-22 09:55:02,015:	[Coach] >>> VALID @Epoch: 271  >>> 
2023-09-22 09:55:02,016:	[Coach] >>> TEST  @Epoch: 271  >>> 
2023-09-22 09:55:03,838:	[Wall TIME] >>> ChiefCoach.train takes 1.822695 seconds ...
2023-09-22 09:55:03,923:	[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.00935
2023-09-22 09:55:03,923:	[Coach] >>> VALID @Epoch: 272  >>> 
2023-09-22 09:55:03,923:	[Coach] >>> TEST  @Epoch: 272  >>> 
2023-09-22 09:55:05,900:	[Wall TIME] >>> ChiefCoach.train takes 1.976636 seconds ...
2023-09-22 09:55:06,213:	[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.00955
2023-09-22 09:55:06,213:	[Coach] >>> VALID @Epoch: 273  >>> 
2023-09-22 09:55:06,213:	[Coach] >>> TEST  @Epoch: 273  >>> 
2023-09-22 09:55:08,053:	[Wall TIME] >>> ChiefCoach.train takes 1.839776 seconds ...
2023-09-22 09:55:08,118:	[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.00908
2023-09-22 09:55:08,119:	[Coach] >>> VALID @Epoch: 274  >>> 
2023-09-22 09:55:08,119:	[Coach] >>> TEST  @Epoch: 274  >>> 
2023-09-22 09:55:10,147:	[Wall TIME] >>> ChiefCoach.train takes 2.028009 seconds ...
2023-09-22 09:55:11,260:	[Wall TIME] >>> ChiefCoach.valid takes 1.040437 seconds ...
2023-09-22 09:55:11,261:	[Coach] >>> Better ***NDCG@10*** of ***0.0403*** 
2023-09-22 09:55:11,285:	[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.00915
2023-09-22 09:55:11,285:	[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0488 || HITRATE@10 Avg: 0.0740 || NDCG@5 Avg: 0.0322 || NDCG@10 Avg: 0.0403
2023-09-22 09:55:11,285:	[Coach] >>> TEST  @Epoch: 275  >>> 
2023-09-22 09:55:13,313:	[Wall TIME] >>> ChiefCoach.train takes 2.025602 seconds ...
2023-09-22 09:55:13,384:	[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.00943
2023-09-22 09:55:13,384:	[Coach] >>> VALID @Epoch: 276  >>> 
2023-09-22 09:55:13,384:	[Coach] >>> TEST  @Epoch: 276  >>> 
2023-09-22 09:55:15,302:	[Wall TIME] >>> ChiefCoach.train takes 1.917569 seconds ...
2023-09-22 09:55:15,381:	[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.00916
2023-09-22 09:55:15,381:	[Coach] >>> VALID @Epoch: 277  >>> 
2023-09-22 09:55:15,381:	[Coach] >>> TEST  @Epoch: 277  >>> 
2023-09-22 09:55:17,634:	[Wall TIME] >>> ChiefCoach.train takes 2.251977 seconds ...
2023-09-22 09:55:17,707:	[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.00916
2023-09-22 09:55:17,707:	[Coach] >>> VALID @Epoch: 278  >>> 
2023-09-22 09:55:17,707:	[Coach] >>> TEST  @Epoch: 278  >>> 
2023-09-22 09:55:19,799:	[Wall TIME] >>> ChiefCoach.train takes 2.092196 seconds ...
2023-09-22 09:55:19,877:	[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.00897
2023-09-22 09:55:19,877:	[Coach] >>> VALID @Epoch: 279  >>> 
2023-09-22 09:55:19,878:	[Coach] >>> TEST  @Epoch: 279  >>> 
2023-09-22 09:55:21,654:	[Wall TIME] >>> ChiefCoach.train takes 1.776591 seconds ...
2023-09-22 09:55:22,726:	[Wall TIME] >>> ChiefCoach.valid takes 0.999736 seconds ...
2023-09-22 09:55:22,727:	[Coach] >>> Better ***NDCG@10*** of ***0.0404*** 
2023-09-22 09:55:22,753:	[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.00902
2023-09-22 09:55:22,754:	[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0150 || HITRATE@5 Avg: 0.0490 || HITRATE@10 Avg: 0.0747 || NDCG@5 Avg: 0.0321 || NDCG@10 Avg: 0.0404
2023-09-22 09:55:22,754:	[Coach] >>> TEST  @Epoch: 280  >>> 
2023-09-22 09:55:24,927:	[Wall TIME] >>> ChiefCoach.train takes 2.173136 seconds ...
2023-09-22 09:55:25,011:	[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.00919
2023-09-22 09:55:25,011:	[Coach] >>> VALID @Epoch: 281  >>> 
2023-09-22 09:55:25,011:	[Coach] >>> TEST  @Epoch: 281  >>> 
2023-09-22 09:55:27,065:	[Wall TIME] >>> ChiefCoach.train takes 2.053504 seconds ...
2023-09-22 09:55:27,143:	[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.00916
2023-09-22 09:55:27,143:	[Coach] >>> VALID @Epoch: 282  >>> 
2023-09-22 09:55:27,143:	[Coach] >>> TEST  @Epoch: 282  >>> 
2023-09-22 09:55:28,984:	[Wall TIME] >>> ChiefCoach.train takes 1.840266 seconds ...
2023-09-22 09:55:29,064:	[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.00901
2023-09-22 09:55:29,065:	[Coach] >>> VALID @Epoch: 283  >>> 
2023-09-22 09:55:29,065:	[Coach] >>> TEST  @Epoch: 283  >>> 
2023-09-22 09:55:30,938:	[Wall TIME] >>> ChiefCoach.train takes 1.873135 seconds ...
2023-09-22 09:55:31,005:	[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.00904
2023-09-22 09:55:31,005:	[Coach] >>> VALID @Epoch: 284  >>> 
2023-09-22 09:55:31,005:	[Coach] >>> TEST  @Epoch: 284  >>> 
2023-09-22 09:55:32,757:	[Wall TIME] >>> ChiefCoach.train takes 1.751436 seconds ...
2023-09-22 09:55:33,918:	[Wall TIME] >>> ChiefCoach.valid takes 1.094249 seconds ...
2023-09-22 09:55:33,919:	[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.00926
2023-09-22 09:55:33,919:	[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0488 || HITRATE@10 Avg: 0.0739 || NDCG@5 Avg: 0.0320 || NDCG@10 Avg: 0.0401
2023-09-22 09:55:33,919:	[Coach] >>> TEST  @Epoch: 285  >>> 
2023-09-22 09:55:35,720:	[Wall TIME] >>> ChiefCoach.train takes 1.800948 seconds ...
2023-09-22 09:55:35,802:	[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.00900
2023-09-22 09:55:35,803:	[Coach] >>> VALID @Epoch: 286  >>> 
2023-09-22 09:55:35,803:	[Coach] >>> TEST  @Epoch: 286  >>> 
2023-09-22 09:55:37,676:	[Wall TIME] >>> ChiefCoach.train takes 1.872832 seconds ...
2023-09-22 09:55:37,749:	[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.00920
2023-09-22 09:55:37,749:	[Coach] >>> VALID @Epoch: 287  >>> 
2023-09-22 09:55:37,749:	[Coach] >>> TEST  @Epoch: 287  >>> 
2023-09-22 09:55:39,676:	[Wall TIME] >>> ChiefCoach.train takes 1.926832 seconds ...
2023-09-22 09:55:39,769:	[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.00899
2023-09-22 09:55:39,769:	[Coach] >>> VALID @Epoch: 288  >>> 
2023-09-22 09:55:39,769:	[Coach] >>> TEST  @Epoch: 288  >>> 
2023-09-22 09:55:41,668:	[Wall TIME] >>> ChiefCoach.train takes 1.898396 seconds ...
2023-09-22 09:55:41,740:	[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.00872
2023-09-22 09:55:41,741:	[Coach] >>> VALID @Epoch: 289  >>> 
2023-09-22 09:55:41,741:	[Coach] >>> TEST  @Epoch: 289  >>> 
2023-09-22 09:55:43,369:	[Wall TIME] >>> ChiefCoach.train takes 1.628160 seconds ...
2023-09-22 09:55:44,506:	[Wall TIME] >>> ChiefCoach.valid takes 1.069324 seconds ...
2023-09-22 09:55:44,506:	[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.00885
2023-09-22 09:55:44,506:	[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0487 || HITRATE@10 Avg: 0.0747 || NDCG@5 Avg: 0.0319 || NDCG@10 Avg: 0.0403
2023-09-22 09:55:44,506:	[Coach] >>> TEST  @Epoch: 290  >>> 
2023-09-22 09:55:46,271:	[Wall TIME] >>> ChiefCoach.train takes 1.764953 seconds ...
2023-09-22 09:55:46,347:	[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.00873
2023-09-22 09:55:46,348:	[Coach] >>> VALID @Epoch: 291  >>> 
2023-09-22 09:55:46,348:	[Coach] >>> TEST  @Epoch: 291  >>> 
2023-09-22 09:55:48,088:	[Wall TIME] >>> ChiefCoach.train takes 1.739959 seconds ...
2023-09-22 09:55:48,163:	[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.00889
2023-09-22 09:55:48,164:	[Coach] >>> VALID @Epoch: 292  >>> 
2023-09-22 09:55:48,164:	[Coach] >>> TEST  @Epoch: 292  >>> 
2023-09-22 09:55:50,023:	[Wall TIME] >>> ChiefCoach.train takes 1.859759 seconds ...
2023-09-22 09:55:50,097:	[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.00893
2023-09-22 09:55:50,098:	[Coach] >>> VALID @Epoch: 293  >>> 
2023-09-22 09:55:50,098:	[Coach] >>> TEST  @Epoch: 293  >>> 
2023-09-22 09:55:51,882:	[Wall TIME] >>> ChiefCoach.train takes 1.784217 seconds ...
2023-09-22 09:55:51,949:	[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.00909
2023-09-22 09:55:51,949:	[Coach] >>> VALID @Epoch: 294  >>> 
2023-09-22 09:55:51,949:	[Coach] >>> TEST  @Epoch: 294  >>> 
2023-09-22 09:55:53,636:	[Wall TIME] >>> ChiefCoach.train takes 1.686786 seconds ...
2023-09-22 09:55:54,788:	[Wall TIME] >>> ChiefCoach.valid takes 1.034497 seconds ...
2023-09-22 09:55:54,788:	[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.00880
2023-09-22 09:55:54,789:	[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0480 || HITRATE@10 Avg: 0.0735 || NDCG@5 Avg: 0.0314 || NDCG@10 Avg: 0.0396
2023-09-22 09:55:54,789:	[Coach] >>> TEST  @Epoch: 295  >>> 
2023-09-22 09:55:56,400:	[Wall TIME] >>> ChiefCoach.train takes 1.611675 seconds ...
2023-09-22 09:55:56,778:	[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.00893
2023-09-22 09:55:56,778:	[Coach] >>> VALID @Epoch: 296  >>> 
2023-09-22 09:55:56,778:	[Coach] >>> TEST  @Epoch: 296  >>> 
2023-09-22 09:55:58,586:	[Wall TIME] >>> ChiefCoach.train takes 1.807862 seconds ...
2023-09-22 09:55:58,688:	[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.00847
2023-09-22 09:55:58,688:	[Coach] >>> VALID @Epoch: 297  >>> 
2023-09-22 09:55:58,688:	[Coach] >>> TEST  @Epoch: 297  >>> 
2023-09-22 09:56:00,459:	[Wall TIME] >>> ChiefCoach.train takes 1.770510 seconds ...
2023-09-22 09:56:00,541:	[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.00886
2023-09-22 09:56:00,541:	[Coach] >>> VALID @Epoch: 298  >>> 
2023-09-22 09:56:00,541:	[Coach] >>> TEST  @Epoch: 298  >>> 
2023-09-22 09:56:02,322:	[Wall TIME] >>> ChiefCoach.train takes 1.780608 seconds ...
2023-09-22 09:56:02,486:	[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.00889
2023-09-22 09:56:02,486:	[Coach] >>> VALID @Epoch: 299  >>> 
2023-09-22 09:56:02,487:	[Coach] >>> TEST  @Epoch: 299  >>> 
2023-09-22 09:56:04,404:	[Wall TIME] >>> ChiefCoach.train takes 1.916888 seconds ...
2023-09-22 09:56:05,603:	[Wall TIME] >>> ChiefCoach.valid takes 0.990130 seconds ...
2023-09-22 09:56:05,604:	[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.00886
2023-09-22 09:56:05,604:	[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0479 || HITRATE@10 Avg: 0.0737 || NDCG@5 Avg: 0.0313 || NDCG@10 Avg: 0.0396
2023-09-22 09:56:05,604:	[Coach] >>> TEST  @Epoch: 300  >>> 
2023-09-22 09:56:07,170:	[Wall TIME] >>> ChiefCoach.train takes 1.566444 seconds ...
2023-09-22 09:56:07,406:	[Coach] >>> TRAIN @Epoch: 301  >>>  || LOSS Avg: 0.00860
2023-09-22 09:56:07,406:	[Coach] >>> VALID @Epoch: 301  >>> 
2023-09-22 09:56:07,406:	[Coach] >>> TEST  @Epoch: 301  >>> 
2023-09-22 09:56:09,081:	[Wall TIME] >>> ChiefCoach.train takes 1.674852 seconds ...
2023-09-22 09:56:09,371:	[Coach] >>> TRAIN @Epoch: 302  >>>  || LOSS Avg: 0.00881
2023-09-22 09:56:09,372:	[Coach] >>> VALID @Epoch: 302  >>> 
2023-09-22 09:56:09,372:	[Coach] >>> TEST  @Epoch: 302  >>> 
2023-09-22 09:56:11,182:	[Wall TIME] >>> ChiefCoach.train takes 1.809818 seconds ...
2023-09-22 09:56:11,300:	[Coach] >>> TRAIN @Epoch: 303  >>>  || LOSS Avg: 0.00858
2023-09-22 09:56:11,300:	[Coach] >>> VALID @Epoch: 303  >>> 
2023-09-22 09:56:11,300:	[Coach] >>> TEST  @Epoch: 303  >>> 
2023-09-22 09:56:13,383:	[Wall TIME] >>> ChiefCoach.train takes 2.082347 seconds ...
2023-09-22 09:56:13,466:	[Coach] >>> TRAIN @Epoch: 304  >>>  || LOSS Avg: 0.00858
2023-09-22 09:56:13,466:	[Coach] >>> VALID @Epoch: 304  >>> 
2023-09-22 09:56:13,466:	[Coach] >>> TEST  @Epoch: 304  >>> 
2023-09-22 09:56:15,246:	[Wall TIME] >>> ChiefCoach.train takes 1.780076 seconds ...
2023-09-22 09:56:16,347:	[Wall TIME] >>> ChiefCoach.valid takes 1.026317 seconds ...
2023-09-22 09:56:16,347:	[Coach] >>> TRAIN @Epoch: 305  >>>  || LOSS Avg: 0.00847
2023-09-22 09:56:16,347:	[Coach] >>> VALID @Epoch: 305  >>>  || HITRATE@1 Avg: 0.0148 || HITRATE@5 Avg: 0.0480 || HITRATE@10 Avg: 0.0738 || NDCG@5 Avg: 0.0315 || NDCG@10 Avg: 0.0399
2023-09-22 09:56:16,347:	[Coach] >>> TEST  @Epoch: 305  >>> 
2023-09-22 09:56:18,206:	[Wall TIME] >>> ChiefCoach.train takes 1.858696 seconds ...
2023-09-22 09:56:18,375:	[Coach] >>> TRAIN @Epoch: 306  >>>  || LOSS Avg: 0.00862
2023-09-22 09:56:18,376:	[Coach] >>> VALID @Epoch: 306  >>> 
2023-09-22 09:56:18,376:	[Coach] >>> TEST  @Epoch: 306  >>> 
2023-09-22 09:56:20,257:	[Wall TIME] >>> ChiefCoach.train takes 1.880854 seconds ...
2023-09-22 09:56:20,653:	[Coach] >>> TRAIN @Epoch: 307  >>>  || LOSS Avg: 0.00869
2023-09-22 09:56:20,654:	[Coach] >>> VALID @Epoch: 307  >>> 
2023-09-22 09:56:20,654:	[Coach] >>> TEST  @Epoch: 307  >>> 
2023-09-22 09:56:22,472:	[Wall TIME] >>> ChiefCoach.train takes 1.817376 seconds ...
2023-09-22 09:56:22,638:	[Coach] >>> TRAIN @Epoch: 308  >>>  || LOSS Avg: 0.00861
2023-09-22 09:56:22,639:	[Coach] >>> VALID @Epoch: 308  >>> 
2023-09-22 09:56:22,639:	[Coach] >>> TEST  @Epoch: 308  >>> 
2023-09-22 09:56:24,600:	[Wall TIME] >>> ChiefCoach.train takes 1.961256 seconds ...
2023-09-22 09:56:24,672:	[Coach] >>> TRAIN @Epoch: 309  >>>  || LOSS Avg: 0.00863
2023-09-22 09:56:24,672:	[Coach] >>> VALID @Epoch: 309  >>> 
2023-09-22 09:56:24,672:	[Coach] >>> TEST  @Epoch: 309  >>> 
2023-09-22 09:56:26,632:	[Wall TIME] >>> ChiefCoach.train takes 1.959354 seconds ...
2023-09-22 09:56:27,743:	[Wall TIME] >>> ChiefCoach.valid takes 1.037266 seconds ...
2023-09-22 09:56:27,744:	[Coach] >>> TRAIN @Epoch: 310  >>>  || LOSS Avg: 0.00877
2023-09-22 09:56:27,744:	[Coach] >>> VALID @Epoch: 310  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0474 || HITRATE@10 Avg: 0.0745 || NDCG@5 Avg: 0.0311 || NDCG@10 Avg: 0.0399
2023-09-22 09:56:27,744:	[Coach] >>> TEST  @Epoch: 310  >>> 
2023-09-22 09:56:29,638:	[Wall TIME] >>> ChiefCoach.train takes 1.894131 seconds ...
2023-09-22 09:56:29,734:	[Coach] >>> TRAIN @Epoch: 311  >>>  || LOSS Avg: 0.00841
2023-09-22 09:56:29,734:	[Coach] >>> VALID @Epoch: 311  >>> 
2023-09-22 09:56:29,735:	[Coach] >>> TEST  @Epoch: 311  >>> 
2023-09-22 09:56:31,680:	[Wall TIME] >>> ChiefCoach.train takes 1.945326 seconds ...
2023-09-22 09:56:31,746:	[Coach] >>> TRAIN @Epoch: 312  >>>  || LOSS Avg: 0.00840
2023-09-22 09:56:31,746:	[Coach] >>> VALID @Epoch: 312  >>> 
2023-09-22 09:56:31,746:	[Coach] >>> TEST  @Epoch: 312  >>> 
2023-09-22 09:56:33,518:	[Wall TIME] >>> ChiefCoach.train takes 1.771459 seconds ...
2023-09-22 09:56:33,592:	[Coach] >>> TRAIN @Epoch: 313  >>>  || LOSS Avg: 0.00867
2023-09-22 09:56:33,592:	[Coach] >>> VALID @Epoch: 313  >>> 
2023-09-22 09:56:33,592:	[Coach] >>> TEST  @Epoch: 313  >>> 
2023-09-22 09:56:35,506:	[Wall TIME] >>> ChiefCoach.train takes 1.914272 seconds ...
2023-09-22 09:56:35,579:	[Coach] >>> TRAIN @Epoch: 314  >>>  || LOSS Avg: 0.00864
2023-09-22 09:56:35,579:	[Coach] >>> VALID @Epoch: 314  >>> 
2023-09-22 09:56:35,579:	[Coach] >>> TEST  @Epoch: 314  >>> 
2023-09-22 09:56:37,538:	[Wall TIME] >>> ChiefCoach.train takes 1.957977 seconds ...
2023-09-22 09:56:38,664:	[Wall TIME] >>> ChiefCoach.valid takes 1.046788 seconds ...
2023-09-22 09:56:38,664:	[Coach] >>> TRAIN @Epoch: 315  >>>  || LOSS Avg: 0.00839
2023-09-22 09:56:38,665:	[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0148 || HITRATE@5 Avg: 0.0487 || HITRATE@10 Avg: 0.0743 || NDCG@5 Avg: 0.0320 || NDCG@10 Avg: 0.0402
2023-09-22 09:56:38,665:	[Coach] >>> TEST  @Epoch: 315  >>> 
2023-09-22 09:56:40,605:	[Wall TIME] >>> ChiefCoach.train takes 1.939895 seconds ...
2023-09-22 09:56:40,679:	[Coach] >>> TRAIN @Epoch: 316  >>>  || LOSS Avg: 0.00862
2023-09-22 09:56:40,679:	[Coach] >>> VALID @Epoch: 316  >>> 
2023-09-22 09:56:40,679:	[Coach] >>> TEST  @Epoch: 316  >>> 
2023-09-22 09:56:42,502:	[Wall TIME] >>> ChiefCoach.train takes 1.822512 seconds ...
2023-09-22 09:56:42,578:	[Coach] >>> TRAIN @Epoch: 317  >>>  || LOSS Avg: 0.00844
2023-09-22 09:56:42,578:	[Coach] >>> VALID @Epoch: 317  >>> 
2023-09-22 09:56:42,578:	[Coach] >>> TEST  @Epoch: 317  >>> 
2023-09-22 09:56:44,607:	[Wall TIME] >>> ChiefCoach.train takes 2.028396 seconds ...
2023-09-22 09:56:44,680:	[Coach] >>> TRAIN @Epoch: 318  >>>  || LOSS Avg: 0.00861
2023-09-22 09:56:44,680:	[Coach] >>> VALID @Epoch: 318  >>> 
2023-09-22 09:56:44,680:	[Coach] >>> TEST  @Epoch: 318  >>> 
2023-09-22 09:56:46,434:	[Wall TIME] >>> ChiefCoach.train takes 1.753884 seconds ...
2023-09-22 09:56:46,523:	[Coach] >>> TRAIN @Epoch: 319  >>>  || LOSS Avg: 0.00837
2023-09-22 09:56:46,523:	[Coach] >>> VALID @Epoch: 319  >>> 
2023-09-22 09:56:46,523:	[Coach] >>> TEST  @Epoch: 319  >>> 
2023-09-22 09:56:48,292:	[Wall TIME] >>> ChiefCoach.train takes 1.769143 seconds ...
2023-09-22 09:56:49,526:	[Wall TIME] >>> ChiefCoach.valid takes 1.162144 seconds ...
2023-09-22 09:56:49,527:	[Coach] >>> TRAIN @Epoch: 320  >>>  || LOSS Avg: 0.00846
2023-09-22 09:56:49,527:	[Coach] >>> VALID @Epoch: 320  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0482 || HITRATE@10 Avg: 0.0742 || NDCG@5 Avg: 0.0316 || NDCG@10 Avg: 0.0400
2023-09-22 09:56:49,527:	[Coach] >>> TEST  @Epoch: 320  >>> 
2023-09-22 09:56:51,325:	[Wall TIME] >>> ChiefCoach.train takes 1.797509 seconds ...
2023-09-22 09:56:51,391:	[Coach] >>> TRAIN @Epoch: 321  >>>  || LOSS Avg: 0.00844
2023-09-22 09:56:51,391:	[Coach] >>> VALID @Epoch: 321  >>> 
2023-09-22 09:56:51,391:	[Coach] >>> TEST  @Epoch: 321  >>> 
2023-09-22 09:56:53,451:	[Wall TIME] >>> ChiefCoach.train takes 2.060017 seconds ...
2023-09-22 09:56:53,527:	[Coach] >>> TRAIN @Epoch: 322  >>>  || LOSS Avg: 0.00834
2023-09-22 09:56:53,527:	[Coach] >>> VALID @Epoch: 322  >>> 
2023-09-22 09:56:53,527:	[Coach] >>> TEST  @Epoch: 322  >>> 
2023-09-22 09:56:55,314:	[Wall TIME] >>> ChiefCoach.train takes 1.786642 seconds ...
2023-09-22 09:56:55,386:	[Coach] >>> TRAIN @Epoch: 323  >>>  || LOSS Avg: 0.00828
2023-09-22 09:56:55,386:	[Coach] >>> VALID @Epoch: 323  >>> 
2023-09-22 09:56:55,386:	[Coach] >>> TEST  @Epoch: 323  >>> 
2023-09-22 09:56:57,128:	[Wall TIME] >>> ChiefCoach.train takes 1.741283 seconds ...
2023-09-22 09:56:57,206:	[Coach] >>> TRAIN @Epoch: 324  >>>  || LOSS Avg: 0.00839
2023-09-22 09:56:57,206:	[Coach] >>> VALID @Epoch: 324  >>> 
2023-09-22 09:56:57,206:	[Coach] >>> TEST  @Epoch: 324  >>> 
2023-09-22 09:56:59,202:	[Wall TIME] >>> ChiefCoach.train takes 1.996431 seconds ...
2023-09-22 09:57:00,702:	[Wall TIME] >>> ChiefCoach.valid takes 1.062598 seconds ...
2023-09-22 09:57:00,702:	[Coach] >>> TRAIN @Epoch: 325  >>>  || LOSS Avg: 0.00822
2023-09-22 09:57:00,703:	[Coach] >>> VALID @Epoch: 325  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0478 || HITRATE@10 Avg: 0.0739 || NDCG@5 Avg: 0.0316 || NDCG@10 Avg: 0.0400
2023-09-22 09:57:00,703:	[Coach] >>> TEST  @Epoch: 325  >>> 
2023-09-22 09:57:02,627:	[Wall TIME] >>> ChiefCoach.train takes 1.924532 seconds ...
2023-09-22 09:57:02,800:	[Coach] >>> TRAIN @Epoch: 326  >>>  || LOSS Avg: 0.00843
2023-09-22 09:57:02,801:	[Coach] >>> VALID @Epoch: 326  >>> 
2023-09-22 09:57:02,801:	[Coach] >>> TEST  @Epoch: 326  >>> 
2023-09-22 09:57:04,497:	[Wall TIME] >>> ChiefCoach.train takes 1.696752 seconds ...
2023-09-22 09:57:04,573:	[Coach] >>> TRAIN @Epoch: 327  >>>  || LOSS Avg: 0.00855
2023-09-22 09:57:04,573:	[Coach] >>> VALID @Epoch: 327  >>> 
2023-09-22 09:57:04,574:	[Coach] >>> TEST  @Epoch: 327  >>> 
2023-09-22 09:57:06,514:	[Wall TIME] >>> ChiefCoach.train takes 1.939823 seconds ...
2023-09-22 09:57:06,604:	[Coach] >>> TRAIN @Epoch: 328  >>>  || LOSS Avg: 0.00840
2023-09-22 09:57:06,604:	[Coach] >>> VALID @Epoch: 328  >>> 
2023-09-22 09:57:06,604:	[Coach] >>> TEST  @Epoch: 328  >>> 
2023-09-22 09:57:08,483:	[Wall TIME] >>> ChiefCoach.train takes 1.879109 seconds ...
2023-09-22 09:57:08,554:	[Coach] >>> TRAIN @Epoch: 329  >>>  || LOSS Avg: 0.00823
2023-09-22 09:57:08,555:	[Coach] >>> VALID @Epoch: 329  >>> 
2023-09-22 09:57:08,555:	[Coach] >>> TEST  @Epoch: 329  >>> 
2023-09-22 09:57:10,257:	[Wall TIME] >>> ChiefCoach.train takes 1.702657 seconds ...
2023-09-22 09:57:11,458:	[Wall TIME] >>> ChiefCoach.valid takes 1.030667 seconds ...
2023-09-22 09:57:11,458:	[Coach] >>> TRAIN @Epoch: 330  >>>  || LOSS Avg: 0.00839
2023-09-22 09:57:11,459:	[Coach] >>> VALID @Epoch: 330  >>>  || HITRATE@1 Avg: 0.0148 || HITRATE@5 Avg: 0.0487 || HITRATE@10 Avg: 0.0740 || NDCG@5 Avg: 0.0319 || NDCG@10 Avg: 0.0400
2023-09-22 09:57:11,459:	[Coach] >>> TEST  @Epoch: 330  >>> 
2023-09-22 09:57:13,189:	[Wall TIME] >>> ChiefCoach.train takes 1.730484 seconds ...
2023-09-22 09:57:13,261:	[Coach] >>> TRAIN @Epoch: 331  >>>  || LOSS Avg: 0.00835
2023-09-22 09:57:13,261:	[Coach] >>> VALID @Epoch: 331  >>> 
2023-09-22 09:57:13,261:	[Coach] >>> TEST  @Epoch: 331  >>> 
2023-09-22 09:57:15,040:	[Wall TIME] >>> ChiefCoach.train takes 1.778688 seconds ...
2023-09-22 09:57:15,117:	[Coach] >>> TRAIN @Epoch: 332  >>>  || LOSS Avg: 0.00825
2023-09-22 09:57:15,117:	[Coach] >>> VALID @Epoch: 332  >>> 
2023-09-22 09:57:15,117:	[Coach] >>> TEST  @Epoch: 332  >>> 
2023-09-22 09:57:16,783:	[Wall TIME] >>> ChiefCoach.train takes 1.665269 seconds ...
2023-09-22 09:57:16,856:	[Coach] >>> TRAIN @Epoch: 333  >>>  || LOSS Avg: 0.00821
2023-09-22 09:57:16,856:	[Coach] >>> VALID @Epoch: 333  >>> 
2023-09-22 09:57:16,856:	[Coach] >>> TEST  @Epoch: 333  >>> 
2023-09-22 09:57:18,495:	[Wall TIME] >>> ChiefCoach.train takes 1.638668 seconds ...
2023-09-22 09:57:18,580:	[Coach] >>> TRAIN @Epoch: 334  >>>  || LOSS Avg: 0.00847
2023-09-22 09:57:18,580:	[Coach] >>> VALID @Epoch: 334  >>> 
2023-09-22 09:57:18,580:	[Coach] >>> TEST  @Epoch: 334  >>> 
2023-09-22 09:57:20,992:	[Wall TIME] >>> ChiefCoach.train takes 2.411030 seconds ...
2023-09-22 09:57:22,113:	[Wall TIME] >>> ChiefCoach.valid takes 1.050247 seconds ...
2023-09-22 09:57:22,113:	[Coach] >>> TRAIN @Epoch: 335  >>>  || LOSS Avg: 0.00810
2023-09-22 09:57:22,114:	[Coach] >>> VALID @Epoch: 335  >>>  || HITRATE@1 Avg: 0.0150 || HITRATE@5 Avg: 0.0491 || HITRATE@10 Avg: 0.0742 || NDCG@5 Avg: 0.0321 || NDCG@10 Avg: 0.0401
2023-09-22 09:57:22,114:	[Coach] >>> TEST  @Epoch: 335  >>> 
2023-09-22 09:57:23,918:	[Wall TIME] >>> ChiefCoach.train takes 1.803936 seconds ...
2023-09-22 09:57:24,063:	[Coach] >>> TRAIN @Epoch: 336  >>>  || LOSS Avg: 0.00828
2023-09-22 09:57:24,063:	[Coach] >>> VALID @Epoch: 336  >>> 
2023-09-22 09:57:24,063:	[Coach] >>> TEST  @Epoch: 336  >>> 
2023-09-22 09:57:25,949:	[Wall TIME] >>> ChiefCoach.train takes 1.885192 seconds ...
2023-09-22 09:57:26,028:	[Coach] >>> TRAIN @Epoch: 337  >>>  || LOSS Avg: 0.00831
2023-09-22 09:57:26,028:	[Coach] >>> VALID @Epoch: 337  >>> 
2023-09-22 09:57:26,028:	[Coach] >>> TEST  @Epoch: 337  >>> 
2023-09-22 09:57:27,779:	[Wall TIME] >>> ChiefCoach.train takes 1.751221 seconds ...
2023-09-22 09:57:27,856:	[Coach] >>> TRAIN @Epoch: 338  >>>  || LOSS Avg: 0.00813
2023-09-22 09:57:27,856:	[Coach] >>> VALID @Epoch: 338  >>> 
2023-09-22 09:57:27,856:	[Coach] >>> TEST  @Epoch: 338  >>> 
2023-09-22 09:57:29,546:	[Wall TIME] >>> ChiefCoach.train takes 1.689805 seconds ...
2023-09-22 09:57:29,632:	[Coach] >>> TRAIN @Epoch: 339  >>>  || LOSS Avg: 0.00815
2023-09-22 09:57:29,632:	[Coach] >>> VALID @Epoch: 339  >>> 
2023-09-22 09:57:29,632:	[Coach] >>> TEST  @Epoch: 339  >>> 
2023-09-22 09:57:31,380:	[Wall TIME] >>> ChiefCoach.train takes 1.747408 seconds ...
2023-09-22 09:57:32,455:	[Wall TIME] >>> ChiefCoach.valid takes 1.002848 seconds ...
2023-09-22 09:57:32,455:	[Coach] >>> Better ***NDCG@10*** of ***0.0407*** 
2023-09-22 09:57:32,478:	[Coach] >>> TRAIN @Epoch: 340  >>>  || LOSS Avg: 0.00820
2023-09-22 09:57:32,478:	[Coach] >>> VALID @Epoch: 340  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0486 || HITRATE@10 Avg: 0.0753 || NDCG@5 Avg: 0.0321 || NDCG@10 Avg: 0.0407
2023-09-22 09:57:32,478:	[Coach] >>> TEST  @Epoch: 340  >>> 
2023-09-22 09:57:34,286:	[Wall TIME] >>> ChiefCoach.train takes 1.807990 seconds ...
2023-09-22 09:57:34,357:	[Coach] >>> TRAIN @Epoch: 341  >>>  || LOSS Avg: 0.00809
2023-09-22 09:57:34,357:	[Coach] >>> VALID @Epoch: 341  >>> 
2023-09-22 09:57:34,357:	[Coach] >>> TEST  @Epoch: 341  >>> 
2023-09-22 09:57:35,873:	[Wall TIME] >>> ChiefCoach.train takes 1.515772 seconds ...
2023-09-22 09:57:35,966:	[Coach] >>> TRAIN @Epoch: 342  >>>  || LOSS Avg: 0.00821
2023-09-22 09:57:35,966:	[Coach] >>> VALID @Epoch: 342  >>> 
2023-09-22 09:57:35,966:	[Coach] >>> TEST  @Epoch: 342  >>> 
2023-09-22 09:57:37,733:	[Wall TIME] >>> ChiefCoach.train takes 1.766696 seconds ...
2023-09-22 09:57:37,802:	[Coach] >>> TRAIN @Epoch: 343  >>>  || LOSS Avg: 0.00811
2023-09-22 09:57:37,803:	[Coach] >>> VALID @Epoch: 343  >>> 
2023-09-22 09:57:37,803:	[Coach] >>> TEST  @Epoch: 343  >>> 
2023-09-22 09:57:39,492:	[Wall TIME] >>> ChiefCoach.train takes 1.689132 seconds ...
2023-09-22 09:57:39,691:	[Coach] >>> TRAIN @Epoch: 344  >>>  || LOSS Avg: 0.00823
2023-09-22 09:57:39,691:	[Coach] >>> VALID @Epoch: 344  >>> 
2023-09-22 09:57:39,691:	[Coach] >>> TEST  @Epoch: 344  >>> 
2023-09-22 09:57:41,518:	[Wall TIME] >>> ChiefCoach.train takes 1.827019 seconds ...
2023-09-22 09:57:42,625:	[Wall TIME] >>> ChiefCoach.valid takes 1.039610 seconds ...
2023-09-22 09:57:42,626:	[Coach] >>> TRAIN @Epoch: 345  >>>  || LOSS Avg: 0.00792
2023-09-22 09:57:42,626:	[Coach] >>> VALID @Epoch: 345  >>>  || HITRATE@1 Avg: 0.0155 || HITRATE@5 Avg: 0.0487 || HITRATE@10 Avg: 0.0752 || NDCG@5 Avg: 0.0321 || NDCG@10 Avg: 0.0407
2023-09-22 09:57:42,626:	[Coach] >>> TEST  @Epoch: 345  >>> 
2023-09-22 09:57:44,511:	[Wall TIME] >>> ChiefCoach.train takes 1.885022 seconds ...
2023-09-22 09:57:44,774:	[Coach] >>> TRAIN @Epoch: 346  >>>  || LOSS Avg: 0.00810
2023-09-22 09:57:44,774:	[Coach] >>> VALID @Epoch: 346  >>> 
2023-09-22 09:57:44,774:	[Coach] >>> TEST  @Epoch: 346  >>> 
2023-09-22 09:57:46,474:	[Wall TIME] >>> ChiefCoach.train takes 1.699244 seconds ...
2023-09-22 09:57:46,691:	[Coach] >>> TRAIN @Epoch: 347  >>>  || LOSS Avg: 0.00802
2023-09-22 09:57:46,692:	[Coach] >>> VALID @Epoch: 347  >>> 
2023-09-22 09:57:46,692:	[Coach] >>> TEST  @Epoch: 347  >>> 
2023-09-22 09:57:48,555:	[Wall TIME] >>> ChiefCoach.train takes 1.862129 seconds ...
2023-09-22 09:57:48,770:	[Coach] >>> TRAIN @Epoch: 348  >>>  || LOSS Avg: 0.00810
2023-09-22 09:57:48,770:	[Coach] >>> VALID @Epoch: 348  >>> 
2023-09-22 09:57:48,770:	[Coach] >>> TEST  @Epoch: 348  >>> 
2023-09-22 09:57:50,910:	[Wall TIME] >>> ChiefCoach.train takes 2.140196 seconds ...
2023-09-22 09:57:50,984:	[Coach] >>> TRAIN @Epoch: 349  >>>  || LOSS Avg: 0.00793
2023-09-22 09:57:50,984:	[Coach] >>> VALID @Epoch: 349  >>> 
2023-09-22 09:57:50,984:	[Coach] >>> TEST  @Epoch: 349  >>> 
2023-09-22 09:57:52,984:	[Wall TIME] >>> ChiefCoach.train takes 1.999351 seconds ...
2023-09-22 09:57:54,127:	[Wall TIME] >>> ChiefCoach.valid takes 1.069333 seconds ...
2023-09-22 09:57:54,127:	[Coach] >>> TRAIN @Epoch: 350  >>>  || LOSS Avg: 0.00806
2023-09-22 09:57:54,128:	[Coach] >>> VALID @Epoch: 350  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0475 || HITRATE@10 Avg: 0.0742 || NDCG@5 Avg: 0.0316 || NDCG@10 Avg: 0.0402
2023-09-22 09:57:54,128:	[Coach] >>> TEST  @Epoch: 350  >>> 
2023-09-22 09:57:55,785:	[Wall TIME] >>> ChiefCoach.train takes 1.657326 seconds ...
2023-09-22 09:57:55,860:	[Coach] >>> TRAIN @Epoch: 351  >>>  || LOSS Avg: 0.00796
2023-09-22 09:57:55,860:	[Coach] >>> VALID @Epoch: 351  >>> 
2023-09-22 09:57:55,860:	[Coach] >>> TEST  @Epoch: 351  >>> 
2023-09-22 09:57:57,686:	[Wall TIME] >>> ChiefCoach.train takes 1.825493 seconds ...
2023-09-22 09:57:57,760:	[Coach] >>> TRAIN @Epoch: 352  >>>  || LOSS Avg: 0.00818
2023-09-22 09:57:57,761:	[Coach] >>> VALID @Epoch: 352  >>> 
2023-09-22 09:57:57,761:	[Coach] >>> TEST  @Epoch: 352  >>> 
2023-09-22 09:57:59,403:	[Wall TIME] >>> ChiefCoach.train takes 1.642052 seconds ...
2023-09-22 09:57:59,683:	[Coach] >>> TRAIN @Epoch: 353  >>>  || LOSS Avg: 0.00778
2023-09-22 09:57:59,683:	[Coach] >>> VALID @Epoch: 353  >>> 
2023-09-22 09:57:59,683:	[Coach] >>> TEST  @Epoch: 353  >>> 
2023-09-22 09:58:01,530:	[Wall TIME] >>> ChiefCoach.train takes 1.846696 seconds ...
2023-09-22 09:58:01,597:	[Coach] >>> TRAIN @Epoch: 354  >>>  || LOSS Avg: 0.00798
2023-09-22 09:58:01,597:	[Coach] >>> VALID @Epoch: 354  >>> 
2023-09-22 09:58:01,597:	[Coach] >>> TEST  @Epoch: 354  >>> 
2023-09-22 09:58:03,403:	[Wall TIME] >>> ChiefCoach.train takes 1.806152 seconds ...
2023-09-22 09:58:04,651:	[Wall TIME] >>> ChiefCoach.valid takes 1.081950 seconds ...
2023-09-22 09:58:04,652:	[Coach] >>> TRAIN @Epoch: 355  >>>  || LOSS Avg: 0.00802
2023-09-22 09:58:04,652:	[Coach] >>> VALID @Epoch: 355  >>>  || HITRATE@1 Avg: 0.0148 || HITRATE@5 Avg: 0.0474 || HITRATE@10 Avg: 0.0739 || NDCG@5 Avg: 0.0313 || NDCG@10 Avg: 0.0399
2023-09-22 09:58:04,652:	[Coach] >>> TEST  @Epoch: 355  >>> 
2023-09-22 09:58:06,591:	[Wall TIME] >>> ChiefCoach.train takes 1.939018 seconds ...
2023-09-22 09:58:06,675:	[Coach] >>> TRAIN @Epoch: 356  >>>  || LOSS Avg: 0.00805
2023-09-22 09:58:06,675:	[Coach] >>> VALID @Epoch: 356  >>> 
2023-09-22 09:58:06,675:	[Coach] >>> TEST  @Epoch: 356  >>> 
2023-09-22 09:58:08,592:	[Wall TIME] >>> ChiefCoach.train takes 1.916260 seconds ...
2023-09-22 09:58:08,662:	[Coach] >>> TRAIN @Epoch: 357  >>>  || LOSS Avg: 0.00787
2023-09-22 09:58:08,662:	[Coach] >>> VALID @Epoch: 357  >>> 
2023-09-22 09:58:08,662:	[Coach] >>> TEST  @Epoch: 357  >>> 
2023-09-22 09:58:10,729:	[Wall TIME] >>> ChiefCoach.train takes 2.067146 seconds ...
2023-09-22 09:58:10,803:	[Coach] >>> TRAIN @Epoch: 358  >>>  || LOSS Avg: 0.00797
2023-09-22 09:58:10,804:	[Coach] >>> VALID @Epoch: 358  >>> 
2023-09-22 09:58:10,804:	[Coach] >>> TEST  @Epoch: 358  >>> 
2023-09-22 09:58:12,531:	[Wall TIME] >>> ChiefCoach.train takes 1.727424 seconds ...
2023-09-22 09:58:12,623:	[Coach] >>> TRAIN @Epoch: 359  >>>  || LOSS Avg: 0.00787
2023-09-22 09:58:12,624:	[Coach] >>> VALID @Epoch: 359  >>> 
2023-09-22 09:58:12,624:	[Coach] >>> TEST  @Epoch: 359  >>> 
2023-09-22 09:58:14,402:	[Wall TIME] >>> ChiefCoach.train takes 1.777791 seconds ...
2023-09-22 09:58:15,490:	[Wall TIME] >>> ChiefCoach.valid takes 1.012319 seconds ...
2023-09-22 09:58:15,490:	[Coach] >>> TRAIN @Epoch: 360  >>>  || LOSS Avg: 0.00815
2023-09-22 09:58:15,490:	[Coach] >>> VALID @Epoch: 360  >>>  || HITRATE@1 Avg: 0.0150 || HITRATE@5 Avg: 0.0482 || HITRATE@10 Avg: 0.0739 || NDCG@5 Avg: 0.0318 || NDCG@10 Avg: 0.0401
2023-09-22 09:58:15,490:	[Coach] >>> TEST  @Epoch: 360  >>> 
2023-09-22 09:58:17,339:	[Wall TIME] >>> ChiefCoach.train takes 1.848739 seconds ...
2023-09-22 09:58:17,412:	[Coach] >>> TRAIN @Epoch: 361  >>>  || LOSS Avg: 0.00809
2023-09-22 09:58:17,413:	[Coach] >>> VALID @Epoch: 361  >>> 
2023-09-22 09:58:17,413:	[Coach] >>> TEST  @Epoch: 361  >>> 
2023-09-22 09:58:19,301:	[Wall TIME] >>> ChiefCoach.train takes 1.887851 seconds ...
2023-09-22 09:58:19,378:	[Coach] >>> TRAIN @Epoch: 362  >>>  || LOSS Avg: 0.00776
2023-09-22 09:58:19,378:	[Coach] >>> VALID @Epoch: 362  >>> 
2023-09-22 09:58:19,378:	[Coach] >>> TEST  @Epoch: 362  >>> 
2023-09-22 09:58:21,093:	[Wall TIME] >>> ChiefCoach.train takes 1.714081 seconds ...
2023-09-22 09:58:21,166:	[Coach] >>> TRAIN @Epoch: 363  >>>  || LOSS Avg: 0.00798
2023-09-22 09:58:21,167:	[Coach] >>> VALID @Epoch: 363  >>> 
2023-09-22 09:58:21,167:	[Coach] >>> TEST  @Epoch: 363  >>> 
2023-09-22 09:58:22,726:	[Wall TIME] >>> ChiefCoach.train takes 1.559389 seconds ...
2023-09-22 09:58:22,851:	[Coach] >>> TRAIN @Epoch: 364  >>>  || LOSS Avg: 0.00778
2023-09-22 09:58:22,852:	[Coach] >>> VALID @Epoch: 364  >>> 
2023-09-22 09:58:22,852:	[Coach] >>> TEST  @Epoch: 364  >>> 
2023-09-22 09:58:24,462:	[Wall TIME] >>> ChiefCoach.train takes 1.609650 seconds ...
2023-09-22 09:58:25,558:	[Wall TIME] >>> ChiefCoach.valid takes 1.024720 seconds ...
2023-09-22 09:58:25,558:	[Coach] >>> TRAIN @Epoch: 365  >>>  || LOSS Avg: 0.00784
2023-09-22 09:58:25,558:	[Coach] >>> VALID @Epoch: 365  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0482 || HITRATE@10 Avg: 0.0738 || NDCG@5 Avg: 0.0317 || NDCG@10 Avg: 0.0400
2023-09-22 09:58:25,558:	[Coach] >>> TEST  @Epoch: 365  >>> 
2023-09-22 09:58:27,299:	[Wall TIME] >>> ChiefCoach.train takes 1.740902 seconds ...
2023-09-22 09:58:27,372:	[Coach] >>> TRAIN @Epoch: 366  >>>  || LOSS Avg: 0.00772
2023-09-22 09:58:27,372:	[Coach] >>> VALID @Epoch: 366  >>> 
2023-09-22 09:58:27,372:	[Coach] >>> TEST  @Epoch: 366  >>> 
2023-09-22 09:58:29,114:	[Wall TIME] >>> ChiefCoach.train takes 1.742301 seconds ...
2023-09-22 09:58:29,184:	[Coach] >>> TRAIN @Epoch: 367  >>>  || LOSS Avg: 0.00789
2023-09-22 09:58:29,184:	[Coach] >>> VALID @Epoch: 367  >>> 
2023-09-22 09:58:29,184:	[Coach] >>> TEST  @Epoch: 367  >>> 
2023-09-22 09:58:30,870:	[Wall TIME] >>> ChiefCoach.train takes 1.685458 seconds ...
2023-09-22 09:58:31,135:	[Coach] >>> TRAIN @Epoch: 368  >>>  || LOSS Avg: 0.00778
2023-09-22 09:58:31,135:	[Coach] >>> VALID @Epoch: 368  >>> 
2023-09-22 09:58:31,135:	[Coach] >>> TEST  @Epoch: 368  >>> 
2023-09-22 09:58:33,008:	[Wall TIME] >>> ChiefCoach.train takes 1.872911 seconds ...
2023-09-22 09:58:33,091:	[Coach] >>> TRAIN @Epoch: 369  >>>  || LOSS Avg: 0.00783
2023-09-22 09:58:33,092:	[Coach] >>> VALID @Epoch: 369  >>> 
2023-09-22 09:58:33,092:	[Coach] >>> TEST  @Epoch: 369  >>> 
2023-09-22 09:58:34,868:	[Wall TIME] >>> ChiefCoach.train takes 1.776447 seconds ...
2023-09-22 09:58:36,124:	[Wall TIME] >>> ChiefCoach.valid takes 1.019923 seconds ...
2023-09-22 09:58:36,124:	[Coach] >>> TRAIN @Epoch: 370  >>>  || LOSS Avg: 0.00790
2023-09-22 09:58:36,124:	[Coach] >>> VALID @Epoch: 370  >>>  || HITRATE@1 Avg: 0.0148 || HITRATE@5 Avg: 0.0483 || HITRATE@10 Avg: 0.0756 || NDCG@5 Avg: 0.0317 || NDCG@10 Avg: 0.0405
2023-09-22 09:58:36,125:	[Coach] >>> TEST  @Epoch: 370  >>> 
2023-09-22 09:58:38,133:	[Wall TIME] >>> ChiefCoach.train takes 2.008280 seconds ...
2023-09-22 09:58:38,256:	[Coach] >>> TRAIN @Epoch: 371  >>>  || LOSS Avg: 0.00776
2023-09-22 09:58:38,257:	[Coach] >>> VALID @Epoch: 371  >>> 
2023-09-22 09:58:38,257:	[Coach] >>> TEST  @Epoch: 371  >>> 
2023-09-22 09:58:40,072:	[Wall TIME] >>> ChiefCoach.train takes 1.815505 seconds ...
2023-09-22 09:58:40,147:	[Coach] >>> TRAIN @Epoch: 372  >>>  || LOSS Avg: 0.00780
2023-09-22 09:58:40,147:	[Coach] >>> VALID @Epoch: 372  >>> 
2023-09-22 09:58:40,147:	[Coach] >>> TEST  @Epoch: 372  >>> 
2023-09-22 09:58:41,947:	[Wall TIME] >>> ChiefCoach.train takes 1.799873 seconds ...
2023-09-22 09:58:42,015:	[Coach] >>> TRAIN @Epoch: 373  >>>  || LOSS Avg: 0.00790
2023-09-22 09:58:42,016:	[Coach] >>> VALID @Epoch: 373  >>> 
2023-09-22 09:58:42,016:	[Coach] >>> TEST  @Epoch: 373  >>> 
2023-09-22 09:58:43,769:	[Wall TIME] >>> ChiefCoach.train takes 1.753252 seconds ...
2023-09-22 09:58:43,843:	[Coach] >>> TRAIN @Epoch: 374  >>>  || LOSS Avg: 0.00786
2023-09-22 09:58:43,844:	[Coach] >>> VALID @Epoch: 374  >>> 
2023-09-22 09:58:43,844:	[Coach] >>> TEST  @Epoch: 374  >>> 
2023-09-22 09:58:45,504:	[Wall TIME] >>> ChiefCoach.train takes 1.659736 seconds ...
2023-09-22 09:58:46,601:	[Wall TIME] >>> ChiefCoach.valid takes 1.024328 seconds ...
2023-09-22 09:58:46,601:	[Coach] >>> TRAIN @Epoch: 375  >>>  || LOSS Avg: 0.00780
2023-09-22 09:58:46,601:	[Coach] >>> VALID @Epoch: 375  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0492 || HITRATE@10 Avg: 0.0748 || NDCG@5 Avg: 0.0323 || NDCG@10 Avg: 0.0405
2023-09-22 09:58:46,602:	[Coach] >>> TEST  @Epoch: 375  >>> 
2023-09-22 09:58:48,498:	[Wall TIME] >>> ChiefCoach.train takes 1.895983 seconds ...
2023-09-22 09:58:48,568:	[Coach] >>> TRAIN @Epoch: 376  >>>  || LOSS Avg: 0.00778
2023-09-22 09:58:48,568:	[Coach] >>> VALID @Epoch: 376  >>> 
2023-09-22 09:58:48,569:	[Coach] >>> TEST  @Epoch: 376  >>> 
2023-09-22 09:58:50,433:	[Wall TIME] >>> ChiefCoach.train takes 1.864636 seconds ...
2023-09-22 09:58:50,510:	[Coach] >>> TRAIN @Epoch: 377  >>>  || LOSS Avg: 0.00777
2023-09-22 09:58:50,511:	[Coach] >>> VALID @Epoch: 377  >>> 
2023-09-22 09:58:50,511:	[Coach] >>> TEST  @Epoch: 377  >>> 
2023-09-22 09:58:52,340:	[Wall TIME] >>> ChiefCoach.train takes 1.828858 seconds ...
2023-09-22 09:58:52,408:	[Coach] >>> TRAIN @Epoch: 378  >>>  || LOSS Avg: 0.00779
2023-09-22 09:58:52,408:	[Coach] >>> VALID @Epoch: 378  >>> 
2023-09-22 09:58:52,408:	[Coach] >>> TEST  @Epoch: 378  >>> 
2023-09-22 09:58:54,044:	[Wall TIME] >>> ChiefCoach.train takes 1.635697 seconds ...
2023-09-22 09:58:54,118:	[Coach] >>> TRAIN @Epoch: 379  >>>  || LOSS Avg: 0.00779
2023-09-22 09:58:54,119:	[Coach] >>> VALID @Epoch: 379  >>> 
2023-09-22 09:58:54,119:	[Coach] >>> TEST  @Epoch: 379  >>> 
2023-09-22 09:58:55,984:	[Wall TIME] >>> ChiefCoach.train takes 1.865402 seconds ...
2023-09-22 09:58:57,080:	[Wall TIME] >>> ChiefCoach.valid takes 1.029464 seconds ...
2023-09-22 09:58:57,080:	[Coach] >>> TRAIN @Epoch: 380  >>>  || LOSS Avg: 0.00779
2023-09-22 09:58:57,080:	[Coach] >>> VALID @Epoch: 380  >>>  || HITRATE@1 Avg: 0.0148 || HITRATE@5 Avg: 0.0489 || HITRATE@10 Avg: 0.0756 || NDCG@5 Avg: 0.0320 || NDCG@10 Avg: 0.0406
2023-09-22 09:58:57,080:	[Coach] >>> TEST  @Epoch: 380  >>> 
2023-09-22 09:58:58,860:	[Wall TIME] >>> ChiefCoach.train takes 1.779672 seconds ...
2023-09-22 09:58:58,930:	[Coach] >>> TRAIN @Epoch: 381  >>>  || LOSS Avg: 0.00769
2023-09-22 09:58:58,930:	[Coach] >>> VALID @Epoch: 381  >>> 
2023-09-22 09:58:58,931:	[Coach] >>> TEST  @Epoch: 381  >>> 
2023-09-22 09:59:00,646:	[Wall TIME] >>> ChiefCoach.train takes 1.715540 seconds ...
2023-09-22 09:59:00,718:	[Coach] >>> TRAIN @Epoch: 382  >>>  || LOSS Avg: 0.00775
2023-09-22 09:59:00,718:	[Coach] >>> VALID @Epoch: 382  >>> 
2023-09-22 09:59:00,719:	[Coach] >>> TEST  @Epoch: 382  >>> 
2023-09-22 09:59:02,548:	[Wall TIME] >>> ChiefCoach.train takes 1.829288 seconds ...
2023-09-22 09:59:02,616:	[Coach] >>> TRAIN @Epoch: 383  >>>  || LOSS Avg: 0.00766
2023-09-22 09:59:02,616:	[Coach] >>> VALID @Epoch: 383  >>> 
2023-09-22 09:59:02,616:	[Coach] >>> TEST  @Epoch: 383  >>> 
2023-09-22 09:59:04,182:	[Wall TIME] >>> ChiefCoach.train takes 1.565855 seconds ...
2023-09-22 09:59:04,252:	[Coach] >>> TRAIN @Epoch: 384  >>>  || LOSS Avg: 0.00760
2023-09-22 09:59:04,252:	[Coach] >>> VALID @Epoch: 384  >>> 
2023-09-22 09:59:04,252:	[Coach] >>> TEST  @Epoch: 384  >>> 
2023-09-22 09:59:05,880:	[Wall TIME] >>> ChiefCoach.train takes 1.628244 seconds ...
2023-09-22 09:59:07,053:	[Wall TIME] >>> ChiefCoach.valid takes 1.076884 seconds ...
2023-09-22 09:59:07,053:	[Coach] >>> TRAIN @Epoch: 385  >>>  || LOSS Avg: 0.00768
2023-09-22 09:59:07,054:	[Coach] >>> VALID @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0493 || HITRATE@10 Avg: 0.0749 || NDCG@5 Avg: 0.0319 || NDCG@10 Avg: 0.0401
2023-09-22 09:59:07,054:	[Coach] >>> TEST  @Epoch: 385  >>> 
2023-09-22 09:59:08,893:	[Wall TIME] >>> ChiefCoach.train takes 1.838817 seconds ...
2023-09-22 09:59:08,965:	[Coach] >>> TRAIN @Epoch: 386  >>>  || LOSS Avg: 0.00768
2023-09-22 09:59:08,965:	[Coach] >>> VALID @Epoch: 386  >>> 
2023-09-22 09:59:08,965:	[Coach] >>> TEST  @Epoch: 386  >>> 
2023-09-22 09:59:10,593:	[Wall TIME] >>> ChiefCoach.train takes 1.627920 seconds ...
2023-09-22 09:59:10,683:	[Coach] >>> TRAIN @Epoch: 387  >>>  || LOSS Avg: 0.00756
2023-09-22 09:59:10,684:	[Coach] >>> VALID @Epoch: 387  >>> 
2023-09-22 09:59:10,684:	[Coach] >>> TEST  @Epoch: 387  >>> 
2023-09-22 09:59:12,348:	[Wall TIME] >>> ChiefCoach.train takes 1.663723 seconds ...
2023-09-22 09:59:12,427:	[Coach] >>> TRAIN @Epoch: 388  >>>  || LOSS Avg: 0.00774
2023-09-22 09:59:12,427:	[Coach] >>> VALID @Epoch: 388  >>> 
2023-09-22 09:59:12,428:	[Coach] >>> TEST  @Epoch: 388  >>> 
2023-09-22 09:59:14,122:	[Wall TIME] >>> ChiefCoach.train takes 1.693797 seconds ...
2023-09-22 09:59:14,285:	[Coach] >>> TRAIN @Epoch: 389  >>>  || LOSS Avg: 0.00753
2023-09-22 09:59:14,549:	[Coach] >>> VALID @Epoch: 389  >>> 
2023-09-22 09:59:14,549:	[Coach] >>> TEST  @Epoch: 389  >>> 
2023-09-22 09:59:16,218:	[Wall TIME] >>> ChiefCoach.train takes 1.668679 seconds ...
2023-09-22 09:59:17,562:	[Wall TIME] >>> ChiefCoach.valid takes 1.241747 seconds ...
2023-09-22 09:59:17,562:	[Coach] >>> TRAIN @Epoch: 390  >>>  || LOSS Avg: 0.00763
2023-09-22 09:59:17,562:	[Coach] >>> VALID @Epoch: 390  >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0495 || HITRATE@10 Avg: 0.0747 || NDCG@5 Avg: 0.0321 || NDCG@10 Avg: 0.0402
2023-09-22 09:59:17,562:	[Coach] >>> TEST  @Epoch: 390  >>> 
2023-09-22 09:59:19,244:	[Wall TIME] >>> ChiefCoach.train takes 1.681587 seconds ...
2023-09-22 09:59:19,318:	[Coach] >>> TRAIN @Epoch: 391  >>>  || LOSS Avg: 0.00754
2023-09-22 09:59:19,318:	[Coach] >>> VALID @Epoch: 391  >>> 
2023-09-22 09:59:19,318:	[Coach] >>> TEST  @Epoch: 391  >>> 
2023-09-22 09:59:21,165:	[Wall TIME] >>> ChiefCoach.train takes 1.846967 seconds ...
2023-09-22 09:59:21,252:	[Coach] >>> TRAIN @Epoch: 392  >>>  || LOSS Avg: 0.00759
2023-09-22 09:59:21,252:	[Coach] >>> VALID @Epoch: 392  >>> 
2023-09-22 09:59:21,252:	[Coach] >>> TEST  @Epoch: 392  >>> 
2023-09-22 09:59:23,068:	[Wall TIME] >>> ChiefCoach.train takes 1.815438 seconds ...
2023-09-22 09:59:23,155:	[Coach] >>> TRAIN @Epoch: 393  >>>  || LOSS Avg: 0.00732
2023-09-22 09:59:23,155:	[Coach] >>> VALID @Epoch: 393  >>> 
2023-09-22 09:59:23,155:	[Coach] >>> TEST  @Epoch: 393  >>> 
2023-09-22 09:59:24,953:	[Wall TIME] >>> ChiefCoach.train takes 1.797961 seconds ...
2023-09-22 09:59:25,041:	[Coach] >>> TRAIN @Epoch: 394  >>>  || LOSS Avg: 0.00753
2023-09-22 09:59:25,041:	[Coach] >>> VALID @Epoch: 394  >>> 
2023-09-22 09:59:25,041:	[Coach] >>> TEST  @Epoch: 394  >>> 
2023-09-22 09:59:26,821:	[Wall TIME] >>> ChiefCoach.train takes 1.779034 seconds ...
2023-09-22 09:59:28,005:	[Wall TIME] >>> ChiefCoach.valid takes 1.104304 seconds ...
2023-09-22 09:59:28,006:	[Coach] >>> TRAIN @Epoch: 395  >>>  || LOSS Avg: 0.00765
2023-09-22 09:59:28,006:	[Coach] >>> VALID @Epoch: 395  >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0493 || HITRATE@10 Avg: 0.0756 || NDCG@5 Avg: 0.0320 || NDCG@10 Avg: 0.0405
2023-09-22 09:59:28,006:	[Coach] >>> TEST  @Epoch: 395  >>> 
2023-09-22 09:59:29,892:	[Wall TIME] >>> ChiefCoach.train takes 1.885277 seconds ...
2023-09-22 09:59:29,964:	[Coach] >>> TRAIN @Epoch: 396  >>>  || LOSS Avg: 0.00745
2023-09-22 09:59:29,964:	[Coach] >>> VALID @Epoch: 396  >>> 
2023-09-22 09:59:29,964:	[Coach] >>> TEST  @Epoch: 396  >>> 
2023-09-22 09:59:31,495:	[Wall TIME] >>> ChiefCoach.train takes 1.531075 seconds ...
2023-09-22 09:59:31,567:	[Coach] >>> TRAIN @Epoch: 397  >>>  || LOSS Avg: 0.00761
2023-09-22 09:59:31,567:	[Coach] >>> VALID @Epoch: 397  >>> 
2023-09-22 09:59:31,568:	[Coach] >>> TEST  @Epoch: 397  >>> 
2023-09-22 09:59:33,305:	[Wall TIME] >>> ChiefCoach.train takes 1.737555 seconds ...
2023-09-22 09:59:33,374:	[Coach] >>> TRAIN @Epoch: 398  >>>  || LOSS Avg: 0.00767
2023-09-22 09:59:33,374:	[Coach] >>> VALID @Epoch: 398  >>> 
2023-09-22 09:59:33,374:	[Coach] >>> TEST  @Epoch: 398  >>> 
2023-09-22 09:59:35,068:	[Wall TIME] >>> ChiefCoach.train takes 1.693767 seconds ...
2023-09-22 09:59:35,245:	[Coach] >>> TRAIN @Epoch: 399  >>>  || LOSS Avg: 0.00754
2023-09-22 09:59:35,245:	[Coach] >>> VALID @Epoch: 399  >>> 
2023-09-22 09:59:35,245:	[Coach] >>> TEST  @Epoch: 399  >>> 
2023-09-22 09:59:36,991:	[Wall TIME] >>> ChiefCoach.train takes 1.745290 seconds ...
2023-09-22 09:59:38,109:	[Wall TIME] >>> ChiefCoach.valid takes 1.035239 seconds ...
2023-09-22 09:59:38,109:	[Coach] >>> Better ***NDCG@10*** of ***0.0409*** 
2023-09-22 09:59:38,136:	[Coach] >>> TRAIN @Epoch: 400  >>>  || LOSS Avg: 0.00759
2023-09-22 09:59:38,136:	[Coach] >>> VALID @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0490 || HITRATE@10 Avg: 0.0766 || NDCG@5 Avg: 0.0320 || NDCG@10 Avg: 0.0409
2023-09-22 09:59:38,136:	[Coach] >>> TEST  @Epoch: 400  >>> 
2023-09-22 09:59:39,763:	[Wall TIME] >>> ChiefCoach.train takes 1.626307 seconds ...
2023-09-22 09:59:39,842:	[Coach] >>> TRAIN @Epoch: 401  >>>  || LOSS Avg: 0.00750
2023-09-22 09:59:39,842:	[Coach] >>> VALID @Epoch: 401  >>> 
2023-09-22 09:59:39,842:	[Coach] >>> TEST  @Epoch: 401  >>> 
2023-09-22 09:59:41,813:	[Wall TIME] >>> ChiefCoach.train takes 1.970481 seconds ...
2023-09-22 09:59:41,884:	[Coach] >>> TRAIN @Epoch: 402  >>>  || LOSS Avg: 0.00754
2023-09-22 09:59:41,884:	[Coach] >>> VALID @Epoch: 402  >>> 
2023-09-22 09:59:41,884:	[Coach] >>> TEST  @Epoch: 402  >>> 
2023-09-22 09:59:43,642:	[Wall TIME] >>> ChiefCoach.train takes 1.757625 seconds ...
2023-09-22 09:59:43,822:	[Coach] >>> TRAIN @Epoch: 403  >>>  || LOSS Avg: 0.00768
2023-09-22 09:59:43,822:	[Coach] >>> VALID @Epoch: 403  >>> 
2023-09-22 09:59:43,822:	[Coach] >>> TEST  @Epoch: 403  >>> 
2023-09-22 09:59:45,524:	[Wall TIME] >>> ChiefCoach.train takes 1.701653 seconds ...
2023-09-22 09:59:45,757:	[Coach] >>> TRAIN @Epoch: 404  >>>  || LOSS Avg: 0.00737
2023-09-22 09:59:45,757:	[Coach] >>> VALID @Epoch: 404  >>> 
2023-09-22 09:59:45,757:	[Coach] >>> TEST  @Epoch: 404  >>> 
2023-09-22 09:59:47,874:	[Wall TIME] >>> ChiefCoach.train takes 2.117116 seconds ...
2023-09-22 09:59:49,142:	[Wall TIME] >>> ChiefCoach.valid takes 1.057806 seconds ...
2023-09-22 09:59:49,142:	[Coach] >>> Better ***NDCG@10*** of ***0.0410*** 
2023-09-22 09:59:49,163:	[Coach] >>> TRAIN @Epoch: 405  >>>  || LOSS Avg: 0.00763
2023-09-22 09:59:49,163:	[Coach] >>> VALID @Epoch: 405  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0490 || HITRATE@10 Avg: 0.0759 || NDCG@5 Avg: 0.0323 || NDCG@10 Avg: 0.0410
2023-09-22 09:59:49,163:	[Coach] >>> TEST  @Epoch: 405  >>> 
2023-09-22 09:59:51,079:	[Wall TIME] >>> ChiefCoach.train takes 1.916097 seconds ...
2023-09-22 09:59:51,255:	[Coach] >>> TRAIN @Epoch: 406  >>>  || LOSS Avg: 0.00752
2023-09-22 09:59:51,255:	[Coach] >>> VALID @Epoch: 406  >>> 
2023-09-22 09:59:51,255:	[Coach] >>> TEST  @Epoch: 406  >>> 
2023-09-22 09:59:53,037:	[Wall TIME] >>> ChiefCoach.train takes 1.782085 seconds ...
2023-09-22 09:59:53,167:	[Coach] >>> TRAIN @Epoch: 407  >>>  || LOSS Avg: 0.00738
2023-09-22 09:59:53,167:	[Coach] >>> VALID @Epoch: 407  >>> 
2023-09-22 09:59:53,167:	[Coach] >>> TEST  @Epoch: 407  >>> 
2023-09-22 09:59:55,187:	[Wall TIME] >>> ChiefCoach.train takes 2.019861 seconds ...
2023-09-22 09:59:55,280:	[Coach] >>> TRAIN @Epoch: 408  >>>  || LOSS Avg: 0.00763
2023-09-22 09:59:55,280:	[Coach] >>> VALID @Epoch: 408  >>> 
2023-09-22 09:59:55,280:	[Coach] >>> TEST  @Epoch: 408  >>> 
2023-09-22 09:59:57,079:	[Wall TIME] >>> ChiefCoach.train takes 1.798840 seconds ...
2023-09-22 09:59:57,146:	[Coach] >>> TRAIN @Epoch: 409  >>>  || LOSS Avg: 0.00724
2023-09-22 09:59:57,146:	[Coach] >>> VALID @Epoch: 409  >>> 
2023-09-22 09:59:57,146:	[Coach] >>> TEST  @Epoch: 409  >>> 
2023-09-22 09:59:59,128:	[Wall TIME] >>> ChiefCoach.train takes 1.982232 seconds ...
2023-09-22 10:00:00,654:	[Wall TIME] >>> ChiefCoach.valid takes 1.048879 seconds ...
2023-09-22 10:00:00,654:	[Coach] >>> TRAIN @Epoch: 410  >>>  || LOSS Avg: 0.00748
2023-09-22 10:00:00,654:	[Coach] >>> VALID @Epoch: 410  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0493 || HITRATE@10 Avg: 0.0753 || NDCG@5 Avg: 0.0322 || NDCG@10 Avg: 0.0405
2023-09-22 10:00:00,654:	[Coach] >>> TEST  @Epoch: 410  >>> 
2023-09-22 10:00:02,478:	[Wall TIME] >>> ChiefCoach.train takes 1.823370 seconds ...
2023-09-22 10:00:02,566:	[Coach] >>> TRAIN @Epoch: 411  >>>  || LOSS Avg: 0.00740
2023-09-22 10:00:02,566:	[Coach] >>> VALID @Epoch: 411  >>> 
2023-09-22 10:00:02,566:	[Coach] >>> TEST  @Epoch: 411  >>> 
2023-09-22 10:00:04,177:	[Wall TIME] >>> ChiefCoach.train takes 1.610797 seconds ...
2023-09-22 10:00:04,247:	[Coach] >>> TRAIN @Epoch: 412  >>>  || LOSS Avg: 0.00745
2023-09-22 10:00:04,248:	[Coach] >>> VALID @Epoch: 412  >>> 
2023-09-22 10:00:04,248:	[Coach] >>> TEST  @Epoch: 412  >>> 
2023-09-22 10:00:06,170:	[Wall TIME] >>> ChiefCoach.train takes 1.922192 seconds ...
2023-09-22 10:00:06,238:	[Coach] >>> TRAIN @Epoch: 413  >>>  || LOSS Avg: 0.00739
2023-09-22 10:00:06,238:	[Coach] >>> VALID @Epoch: 413  >>> 
2023-09-22 10:00:06,238:	[Coach] >>> TEST  @Epoch: 413  >>> 
2023-09-22 10:00:08,198:	[Wall TIME] >>> ChiefCoach.train takes 1.959758 seconds ...
2023-09-22 10:00:08,280:	[Coach] >>> TRAIN @Epoch: 414  >>>  || LOSS Avg: 0.00732
2023-09-22 10:00:08,281:	[Coach] >>> VALID @Epoch: 414  >>> 
2023-09-22 10:00:08,281:	[Coach] >>> TEST  @Epoch: 414  >>> 
2023-09-22 10:00:09,955:	[Wall TIME] >>> ChiefCoach.train takes 1.674469 seconds ...
2023-09-22 10:00:11,314:	[Wall TIME] >>> ChiefCoach.valid takes 1.041574 seconds ...
2023-09-22 10:00:11,314:	[Coach] >>> TRAIN @Epoch: 415  >>>  || LOSS Avg: 0.00743
2023-09-22 10:00:11,314:	[Coach] >>> VALID @Epoch: 415  >>>  || HITRATE@1 Avg: 0.0148 || HITRATE@5 Avg: 0.0493 || HITRATE@10 Avg: 0.0761 || NDCG@5 Avg: 0.0322 || NDCG@10 Avg: 0.0408
2023-09-22 10:00:11,314:	[Coach] >>> TEST  @Epoch: 415  >>> 
2023-09-22 10:00:13,040:	[Wall TIME] >>> ChiefCoach.train takes 1.725715 seconds ...
2023-09-22 10:00:13,115:	[Coach] >>> TRAIN @Epoch: 416  >>>  || LOSS Avg: 0.00729
2023-09-22 10:00:13,115:	[Coach] >>> VALID @Epoch: 416  >>> 
2023-09-22 10:00:13,116:	[Coach] >>> TEST  @Epoch: 416  >>> 
2023-09-22 10:00:14,949:	[Wall TIME] >>> ChiefCoach.train takes 1.832942 seconds ...
2023-09-22 10:00:15,027:	[Coach] >>> TRAIN @Epoch: 417  >>>  || LOSS Avg: 0.00723
2023-09-22 10:00:15,027:	[Coach] >>> VALID @Epoch: 417  >>> 
2023-09-22 10:00:15,027:	[Coach] >>> TEST  @Epoch: 417  >>> 
2023-09-22 10:00:16,915:	[Wall TIME] >>> ChiefCoach.train takes 1.887198 seconds ...
2023-09-22 10:00:16,990:	[Coach] >>> TRAIN @Epoch: 418  >>>  || LOSS Avg: 0.00764
2023-09-22 10:00:16,990:	[Coach] >>> VALID @Epoch: 418  >>> 
2023-09-22 10:00:16,990:	[Coach] >>> TEST  @Epoch: 418  >>> 
2023-09-22 10:00:19,000:	[Wall TIME] >>> ChiefCoach.train takes 2.009051 seconds ...
2023-09-22 10:00:19,142:	[Coach] >>> TRAIN @Epoch: 419  >>>  || LOSS Avg: 0.00728
2023-09-22 10:00:19,142:	[Coach] >>> VALID @Epoch: 419  >>> 
2023-09-22 10:00:19,142:	[Coach] >>> TEST  @Epoch: 419  >>> 
2023-09-22 10:00:20,775:	[Wall TIME] >>> ChiefCoach.train takes 1.632474 seconds ...
2023-09-22 10:00:22,035:	[Wall TIME] >>> ChiefCoach.valid takes 1.096366 seconds ...
2023-09-22 10:00:22,035:	[Coach] >>> TRAIN @Epoch: 420  >>>  || LOSS Avg: 0.00757
2023-09-22 10:00:22,035:	[Coach] >>> VALID @Epoch: 420  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0491 || HITRATE@10 Avg: 0.0762 || NDCG@5 Avg: 0.0322 || NDCG@10 Avg: 0.0409
2023-09-22 10:00:22,035:	[Coach] >>> TEST  @Epoch: 420  >>> 
2023-09-22 10:00:23,899:	[Wall TIME] >>> ChiefCoach.train takes 1.863292 seconds ...
2023-09-22 10:00:23,974:	[Coach] >>> TRAIN @Epoch: 421  >>>  || LOSS Avg: 0.00726
2023-09-22 10:00:23,974:	[Coach] >>> VALID @Epoch: 421  >>> 
2023-09-22 10:00:23,974:	[Coach] >>> TEST  @Epoch: 421  >>> 
2023-09-22 10:00:25,678:	[Wall TIME] >>> ChiefCoach.train takes 1.703426 seconds ...
2023-09-22 10:00:25,751:	[Coach] >>> TRAIN @Epoch: 422  >>>  || LOSS Avg: 0.00718
2023-09-22 10:00:25,751:	[Coach] >>> VALID @Epoch: 422  >>> 
2023-09-22 10:00:25,751:	[Coach] >>> TEST  @Epoch: 422  >>> 
2023-09-22 10:00:27,719:	[Wall TIME] >>> ChiefCoach.train takes 1.967288 seconds ...
2023-09-22 10:00:27,892:	[Coach] >>> TRAIN @Epoch: 423  >>>  || LOSS Avg: 0.00722
2023-09-22 10:00:27,892:	[Coach] >>> VALID @Epoch: 423  >>> 
2023-09-22 10:00:27,893:	[Coach] >>> TEST  @Epoch: 423  >>> 
2023-09-22 10:00:29,461:	[Wall TIME] >>> ChiefCoach.train takes 1.568501 seconds ...
2023-09-22 10:00:29,544:	[Coach] >>> TRAIN @Epoch: 424  >>>  || LOSS Avg: 0.00719
2023-09-22 10:00:29,544:	[Coach] >>> VALID @Epoch: 424  >>> 
2023-09-22 10:00:29,544:	[Coach] >>> TEST  @Epoch: 424  >>> 
2023-09-22 10:00:31,437:	[Wall TIME] >>> ChiefCoach.train takes 1.892878 seconds ...
2023-09-22 10:00:32,527:	[Wall TIME] >>> ChiefCoach.valid takes 1.013261 seconds ...
2023-09-22 10:00:32,527:	[Coach] >>> Better ***NDCG@10*** of ***0.0410*** 
2023-09-22 10:00:32,549:	[Coach] >>> TRAIN @Epoch: 425  >>>  || LOSS Avg: 0.00722
2023-09-22 10:00:32,550:	[Coach] >>> VALID @Epoch: 425  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0497 || HITRATE@10 Avg: 0.0756 || NDCG@5 Avg: 0.0326 || NDCG@10 Avg: 0.0410
2023-09-22 10:00:32,550:	[Coach] >>> TEST  @Epoch: 425  >>> 
2023-09-22 10:00:34,703:	[Wall TIME] >>> ChiefCoach.train takes 2.153039 seconds ...
2023-09-22 10:00:34,935:	[Coach] >>> TRAIN @Epoch: 426  >>>  || LOSS Avg: 0.00722
2023-09-22 10:00:34,935:	[Coach] >>> VALID @Epoch: 426  >>> 
2023-09-22 10:00:34,935:	[Coach] >>> TEST  @Epoch: 426  >>> 
2023-09-22 10:00:36,806:	[Wall TIME] >>> ChiefCoach.train takes 1.870918 seconds ...
2023-09-22 10:00:36,971:	[Coach] >>> TRAIN @Epoch: 427  >>>  || LOSS Avg: 0.00732
2023-09-22 10:00:36,971:	[Coach] >>> VALID @Epoch: 427  >>> 
2023-09-22 10:00:36,971:	[Coach] >>> TEST  @Epoch: 427  >>> 
2023-09-22 10:00:38,822:	[Wall TIME] >>> ChiefCoach.train takes 1.850784 seconds ...
2023-09-22 10:00:38,906:	[Coach] >>> TRAIN @Epoch: 428  >>>  || LOSS Avg: 0.00724
2023-09-22 10:00:38,906:	[Coach] >>> VALID @Epoch: 428  >>> 
2023-09-22 10:00:38,906:	[Coach] >>> TEST  @Epoch: 428  >>> 
2023-09-22 10:00:41,012:	[Wall TIME] >>> ChiefCoach.train takes 2.105340 seconds ...
2023-09-22 10:00:41,082:	[Coach] >>> TRAIN @Epoch: 429  >>>  || LOSS Avg: 0.00721
2023-09-22 10:00:41,082:	[Coach] >>> VALID @Epoch: 429  >>> 
2023-09-22 10:00:41,082:	[Coach] >>> TEST  @Epoch: 429  >>> 
2023-09-22 10:00:42,969:	[Wall TIME] >>> ChiefCoach.train takes 1.886434 seconds ...
2023-09-22 10:00:44,139:	[Wall TIME] >>> ChiefCoach.valid takes 1.083159 seconds ...
2023-09-22 10:00:44,139:	[Coach] >>> Better ***NDCG@10*** of ***0.0416*** 
2023-09-22 10:00:44,160:	[Coach] >>> TRAIN @Epoch: 430  >>>  || LOSS Avg: 0.00738
2023-09-22 10:00:44,160:	[Coach] >>> VALID @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0159 || HITRATE@5 Avg: 0.0495 || HITRATE@10 Avg: 0.0773 || NDCG@5 Avg: 0.0327 || NDCG@10 Avg: 0.0416
2023-09-22 10:00:44,160:	[Coach] >>> TEST  @Epoch: 430  >>> 
2023-09-22 10:00:45,979:	[Wall TIME] >>> ChiefCoach.train takes 1.819236 seconds ...
2023-09-22 10:00:46,157:	[Coach] >>> TRAIN @Epoch: 431  >>>  || LOSS Avg: 0.00718
2023-09-22 10:00:46,157:	[Coach] >>> VALID @Epoch: 431  >>> 
2023-09-22 10:00:46,157:	[Coach] >>> TEST  @Epoch: 431  >>> 
2023-09-22 10:00:47,853:	[Wall TIME] >>> ChiefCoach.train takes 1.695473 seconds ...
2023-09-22 10:00:48,077:	[Coach] >>> TRAIN @Epoch: 432  >>>  || LOSS Avg: 0.00717
2023-09-22 10:00:48,077:	[Coach] >>> VALID @Epoch: 432  >>> 
2023-09-22 10:00:48,077:	[Coach] >>> TEST  @Epoch: 432  >>> 
2023-09-22 10:00:49,742:	[Wall TIME] >>> ChiefCoach.train takes 1.665441 seconds ...
2023-09-22 10:00:49,809:	[Coach] >>> TRAIN @Epoch: 433  >>>  || LOSS Avg: 0.00739
2023-09-22 10:00:49,809:	[Coach] >>> VALID @Epoch: 433  >>> 
2023-09-22 10:00:49,809:	[Coach] >>> TEST  @Epoch: 433  >>> 
2023-09-22 10:00:51,678:	[Wall TIME] >>> ChiefCoach.train takes 1.868444 seconds ...
2023-09-22 10:00:51,745:	[Coach] >>> TRAIN @Epoch: 434  >>>  || LOSS Avg: 0.00729
2023-09-22 10:00:51,745:	[Coach] >>> VALID @Epoch: 434  >>> 
2023-09-22 10:00:51,745:	[Coach] >>> TEST  @Epoch: 434  >>> 
2023-09-22 10:00:53,472:	[Wall TIME] >>> ChiefCoach.train takes 1.727437 seconds ...
2023-09-22 10:00:54,827:	[Wall TIME] >>> ChiefCoach.valid takes 1.004629 seconds ...
2023-09-22 10:00:54,828:	[Coach] >>> Better ***NDCG@10*** of ***0.0417*** 
2023-09-22 10:00:54,849:	[Coach] >>> TRAIN @Epoch: 435  >>>  || LOSS Avg: 0.00729
2023-09-22 10:00:54,849:	[Coach] >>> VALID @Epoch: 435  >>>  || HITRATE@1 Avg: 0.0164 || HITRATE@5 Avg: 0.0495 || HITRATE@10 Avg: 0.0770 || NDCG@5 Avg: 0.0329 || NDCG@10 Avg: 0.0417
2023-09-22 10:00:54,849:	[Coach] >>> TEST  @Epoch: 435  >>> 
2023-09-22 10:00:56,490:	[Wall TIME] >>> ChiefCoach.train takes 1.640605 seconds ...
2023-09-22 10:00:56,559:	[Coach] >>> TRAIN @Epoch: 436  >>>  || LOSS Avg: 0.00724
2023-09-22 10:00:56,559:	[Coach] >>> VALID @Epoch: 436  >>> 
2023-09-22 10:00:56,559:	[Coach] >>> TEST  @Epoch: 436  >>> 
2023-09-22 10:00:58,357:	[Wall TIME] >>> ChiefCoach.train takes 1.797533 seconds ...
2023-09-22 10:00:58,479:	[Coach] >>> TRAIN @Epoch: 437  >>>  || LOSS Avg: 0.00712
2023-09-22 10:00:58,736:	[Coach] >>> VALID @Epoch: 437  >>> 
2023-09-22 10:00:58,736:	[Coach] >>> TEST  @Epoch: 437  >>> 
2023-09-22 10:01:00,604:	[Wall TIME] >>> ChiefCoach.train takes 1.868239 seconds ...
2023-09-22 10:01:00,825:	[Coach] >>> TRAIN @Epoch: 438  >>>  || LOSS Avg: 0.00726
2023-09-22 10:01:00,825:	[Coach] >>> VALID @Epoch: 438  >>> 
2023-09-22 10:01:00,826:	[Coach] >>> TEST  @Epoch: 438  >>> 
2023-09-22 10:01:02,443:	[Wall TIME] >>> ChiefCoach.train takes 1.617400 seconds ...
2023-09-22 10:01:02,511:	[Coach] >>> TRAIN @Epoch: 439  >>>  || LOSS Avg: 0.00724
2023-09-22 10:01:02,511:	[Coach] >>> VALID @Epoch: 439  >>> 
2023-09-22 10:01:02,511:	[Coach] >>> TEST  @Epoch: 439  >>> 
2023-09-22 10:01:04,214:	[Wall TIME] >>> ChiefCoach.train takes 1.702292 seconds ...
2023-09-22 10:01:05,366:	[Wall TIME] >>> ChiefCoach.valid takes 1.070443 seconds ...
2023-09-22 10:01:05,367:	[Coach] >>> TRAIN @Epoch: 440  >>>  || LOSS Avg: 0.00727
2023-09-22 10:01:05,367:	[Coach] >>> VALID @Epoch: 440  >>>  || HITRATE@1 Avg: 0.0158 || HITRATE@5 Avg: 0.0489 || HITRATE@10 Avg: 0.0766 || NDCG@5 Avg: 0.0325 || NDCG@10 Avg: 0.0414
2023-09-22 10:01:05,367:	[Coach] >>> TEST  @Epoch: 440  >>> 
2023-09-22 10:01:07,136:	[Wall TIME] >>> ChiefCoach.train takes 1.769464 seconds ...
2023-09-22 10:01:07,211:	[Coach] >>> TRAIN @Epoch: 441  >>>  || LOSS Avg: 0.00729
2023-09-22 10:01:07,211:	[Coach] >>> VALID @Epoch: 441  >>> 
2023-09-22 10:01:07,211:	[Coach] >>> TEST  @Epoch: 441  >>> 
2023-09-22 10:01:08,947:	[Wall TIME] >>> ChiefCoach.train takes 1.736284 seconds ...
2023-09-22 10:01:09,041:	[Coach] >>> TRAIN @Epoch: 442  >>>  || LOSS Avg: 0.00709
2023-09-22 10:01:09,041:	[Coach] >>> VALID @Epoch: 442  >>> 
2023-09-22 10:01:09,041:	[Coach] >>> TEST  @Epoch: 442  >>> 
2023-09-22 10:01:11,073:	[Wall TIME] >>> ChiefCoach.train takes 2.031385 seconds ...
2023-09-22 10:01:11,141:	[Coach] >>> TRAIN @Epoch: 443  >>>  || LOSS Avg: 0.00736
2023-09-22 10:01:11,142:	[Coach] >>> VALID @Epoch: 443  >>> 
2023-09-22 10:01:11,142:	[Coach] >>> TEST  @Epoch: 443  >>> 
2023-09-22 10:01:12,832:	[Wall TIME] >>> ChiefCoach.train takes 1.689973 seconds ...
2023-09-22 10:01:12,904:	[Coach] >>> TRAIN @Epoch: 444  >>>  || LOSS Avg: 0.00721
2023-09-22 10:01:12,904:	[Coach] >>> VALID @Epoch: 444  >>> 
2023-09-22 10:01:12,904:	[Coach] >>> TEST  @Epoch: 444  >>> 
2023-09-22 10:01:14,602:	[Wall TIME] >>> ChiefCoach.train takes 1.697515 seconds ...
2023-09-22 10:01:15,780:	[Wall TIME] >>> ChiefCoach.valid takes 1.098573 seconds ...
2023-09-22 10:01:15,781:	[Coach] >>> TRAIN @Epoch: 445  >>>  || LOSS Avg: 0.00716
2023-09-22 10:01:15,781:	[Coach] >>> VALID @Epoch: 445  >>>  || HITRATE@1 Avg: 0.0159 || HITRATE@5 Avg: 0.0500 || HITRATE@10 Avg: 0.0767 || NDCG@5 Avg: 0.0330 || NDCG@10 Avg: 0.0416
2023-09-22 10:01:15,781:	[Coach] >>> TEST  @Epoch: 445  >>> 
2023-09-22 10:01:17,710:	[Wall TIME] >>> ChiefCoach.train takes 1.929224 seconds ...
2023-09-22 10:01:17,794:	[Coach] >>> TRAIN @Epoch: 446  >>>  || LOSS Avg: 0.00717
2023-09-22 10:01:17,794:	[Coach] >>> VALID @Epoch: 446  >>> 
2023-09-22 10:01:17,794:	[Coach] >>> TEST  @Epoch: 446  >>> 
2023-09-22 10:01:19,435:	[Wall TIME] >>> ChiefCoach.train takes 1.641077 seconds ...
2023-09-22 10:01:19,624:	[Coach] >>> TRAIN @Epoch: 447  >>>  || LOSS Avg: 0.00722
2023-09-22 10:01:19,648:	[Coach] >>> VALID @Epoch: 447  >>> 
2023-09-22 10:01:19,648:	[Coach] >>> TEST  @Epoch: 447  >>> 
2023-09-22 10:01:21,247:	[Wall TIME] >>> ChiefCoach.train takes 1.599236 seconds ...
2023-09-22 10:01:21,320:	[Coach] >>> TRAIN @Epoch: 448  >>>  || LOSS Avg: 0.00726
2023-09-22 10:01:21,320:	[Coach] >>> VALID @Epoch: 448  >>> 
2023-09-22 10:01:21,321:	[Coach] >>> TEST  @Epoch: 448  >>> 
2023-09-22 10:01:22,923:	[Wall TIME] >>> ChiefCoach.train takes 1.602643 seconds ...
2023-09-22 10:01:22,994:	[Coach] >>> TRAIN @Epoch: 449  >>>  || LOSS Avg: 0.00716
2023-09-22 10:01:22,994:	[Coach] >>> VALID @Epoch: 449  >>> 
2023-09-22 10:01:22,994:	[Coach] >>> TEST  @Epoch: 449  >>> 
2023-09-22 10:01:24,667:	[Wall TIME] >>> ChiefCoach.train takes 1.672562 seconds ...
2023-09-22 10:01:25,792:	[Wall TIME] >>> ChiefCoach.valid takes 1.050820 seconds ...
2023-09-22 10:01:25,792:	[Coach] >>> TRAIN @Epoch: 450  >>>  || LOSS Avg: 0.00709
2023-09-22 10:01:25,793:	[Coach] >>> VALID @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0161 || HITRATE@5 Avg: 0.0504 || HITRATE@10 Avg: 0.0759 || NDCG@5 Avg: 0.0333 || NDCG@10 Avg: 0.0416
2023-09-22 10:01:25,793:	[Coach] >>> TEST  @Epoch: 450  >>> 
2023-09-22 10:01:27,647:	[Wall TIME] >>> ChiefCoach.train takes 1.853960 seconds ...
2023-09-22 10:01:28,049:	[Coach] >>> TRAIN @Epoch: 451  >>>  || LOSS Avg: 0.00699
2023-09-22 10:01:28,049:	[Coach] >>> VALID @Epoch: 451  >>> 
2023-09-22 10:01:28,049:	[Coach] >>> TEST  @Epoch: 451  >>> 
2023-09-22 10:01:29,742:	[Wall TIME] >>> ChiefCoach.train takes 1.693034 seconds ...
2023-09-22 10:01:29,840:	[Coach] >>> TRAIN @Epoch: 452  >>>  || LOSS Avg: 0.00714
2023-09-22 10:01:29,840:	[Coach] >>> VALID @Epoch: 452  >>> 
2023-09-22 10:01:29,840:	[Coach] >>> TEST  @Epoch: 452  >>> 
2023-09-22 10:01:31,612:	[Wall TIME] >>> ChiefCoach.train takes 1.771564 seconds ...
2023-09-22 10:01:31,905:	[Coach] >>> TRAIN @Epoch: 453  >>>  || LOSS Avg: 0.00707
2023-09-22 10:01:31,905:	[Coach] >>> VALID @Epoch: 453  >>> 
2023-09-22 10:01:31,905:	[Coach] >>> TEST  @Epoch: 453  >>> 
2023-09-22 10:01:33,783:	[Wall TIME] >>> ChiefCoach.train takes 1.877527 seconds ...
2023-09-22 10:01:33,849:	[Coach] >>> TRAIN @Epoch: 454  >>>  || LOSS Avg: 0.00703
2023-09-22 10:01:33,849:	[Coach] >>> VALID @Epoch: 454  >>> 
2023-09-22 10:01:33,849:	[Coach] >>> TEST  @Epoch: 454  >>> 
2023-09-22 10:01:35,625:	[Wall TIME] >>> ChiefCoach.train takes 1.775721 seconds ...
2023-09-22 10:01:36,747:	[Wall TIME] >>> ChiefCoach.valid takes 1.051796 seconds ...
2023-09-22 10:01:36,747:	[Coach] >>> TRAIN @Epoch: 455  >>>  || LOSS Avg: 0.00713
2023-09-22 10:01:36,747:	[Coach] >>> VALID @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0156 || HITRATE@5 Avg: 0.0501 || HITRATE@10 Avg: 0.0762 || NDCG@5 Avg: 0.0330 || NDCG@10 Avg: 0.0414
2023-09-22 10:01:36,747:	[Coach] >>> TEST  @Epoch: 455  >>> 
2023-09-22 10:01:38,364:	[Wall TIME] >>> ChiefCoach.train takes 1.616188 seconds ...
2023-09-22 10:01:38,547:	[Coach] >>> TRAIN @Epoch: 456  >>>  || LOSS Avg: 0.00718
2023-09-22 10:01:38,547:	[Coach] >>> VALID @Epoch: 456  >>> 
2023-09-22 10:01:38,547:	[Coach] >>> TEST  @Epoch: 456  >>> 
2023-09-22 10:01:40,209:	[Wall TIME] >>> ChiefCoach.train takes 1.661679 seconds ...
2023-09-22 10:01:40,447:	[Coach] >>> TRAIN @Epoch: 457  >>>  || LOSS Avg: 0.00700
2023-09-22 10:01:40,447:	[Coach] >>> VALID @Epoch: 457  >>> 
2023-09-22 10:01:40,447:	[Coach] >>> TEST  @Epoch: 457  >>> 
2023-09-22 10:01:42,191:	[Wall TIME] >>> ChiefCoach.train takes 1.743745 seconds ...
2023-09-22 10:01:42,270:	[Coach] >>> TRAIN @Epoch: 458  >>>  || LOSS Avg: 0.00691
2023-09-22 10:01:42,270:	[Coach] >>> VALID @Epoch: 458  >>> 
2023-09-22 10:01:42,270:	[Coach] >>> TEST  @Epoch: 458  >>> 
2023-09-22 10:01:44,041:	[Wall TIME] >>> ChiefCoach.train takes 1.770207 seconds ...
2023-09-22 10:01:44,222:	[Coach] >>> TRAIN @Epoch: 459  >>>  || LOSS Avg: 0.00715
2023-09-22 10:01:44,223:	[Coach] >>> VALID @Epoch: 459  >>> 
2023-09-22 10:01:44,223:	[Coach] >>> TEST  @Epoch: 459  >>> 
2023-09-22 10:01:46,025:	[Wall TIME] >>> ChiefCoach.train takes 1.802097 seconds ...
2023-09-22 10:01:47,352:	[Wall TIME] >>> ChiefCoach.valid takes 1.255797 seconds ...
2023-09-22 10:01:47,353:	[Coach] >>> TRAIN @Epoch: 460  >>>  || LOSS Avg: 0.00713
2023-09-22 10:01:47,353:	[Coach] >>> VALID @Epoch: 460  >>>  || HITRATE@1 Avg: 0.0153 || HITRATE@5 Avg: 0.0499 || HITRATE@10 Avg: 0.0765 || NDCG@5 Avg: 0.0329 || NDCG@10 Avg: 0.0415
2023-09-22 10:01:47,353:	[Coach] >>> TEST  @Epoch: 460  >>> 
2023-09-22 10:01:49,311:	[Wall TIME] >>> ChiefCoach.train takes 1.958569 seconds ...
2023-09-22 10:01:49,393:	[Coach] >>> TRAIN @Epoch: 461  >>>  || LOSS Avg: 0.00705
2023-09-22 10:01:49,393:	[Coach] >>> VALID @Epoch: 461  >>> 
2023-09-22 10:01:49,393:	[Coach] >>> TEST  @Epoch: 461  >>> 
2023-09-22 10:01:51,035:	[Wall TIME] >>> ChiefCoach.train takes 1.641946 seconds ...
2023-09-22 10:01:51,105:	[Coach] >>> TRAIN @Epoch: 462  >>>  || LOSS Avg: 0.00705
2023-09-22 10:01:51,106:	[Coach] >>> VALID @Epoch: 462  >>> 
2023-09-22 10:01:51,106:	[Coach] >>> TEST  @Epoch: 462  >>> 
2023-09-22 10:01:53,300:	[Wall TIME] >>> ChiefCoach.train takes 2.194491 seconds ...
2023-09-22 10:01:53,394:	[Coach] >>> TRAIN @Epoch: 463  >>>  || LOSS Avg: 0.00685
2023-09-22 10:01:53,394:	[Coach] >>> VALID @Epoch: 463  >>> 
2023-09-22 10:01:53,394:	[Coach] >>> TEST  @Epoch: 463  >>> 
2023-09-22 10:01:55,002:	[Wall TIME] >>> ChiefCoach.train takes 1.607509 seconds ...
2023-09-22 10:01:55,080:	[Coach] >>> TRAIN @Epoch: 464  >>>  || LOSS Avg: 0.00693
2023-09-22 10:01:55,080:	[Coach] >>> VALID @Epoch: 464  >>> 
2023-09-22 10:01:55,080:	[Coach] >>> TEST  @Epoch: 464  >>> 
2023-09-22 10:01:56,849:	[Wall TIME] >>> ChiefCoach.train takes 1.768228 seconds ...
2023-09-22 10:01:58,192:	[Wall TIME] >>> ChiefCoach.valid takes 1.052402 seconds ...
2023-09-22 10:01:58,192:	[Coach] >>> TRAIN @Epoch: 465  >>>  || LOSS Avg: 0.00714
2023-09-22 10:01:58,193:	[Coach] >>> VALID @Epoch: 465  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0500 || HITRATE@10 Avg: 0.0761 || NDCG@5 Avg: 0.0328 || NDCG@10 Avg: 0.0411
2023-09-22 10:01:58,193:	[Coach] >>> TEST  @Epoch: 465  >>> 
2023-09-22 10:02:00,109:	[Wall TIME] >>> ChiefCoach.train takes 1.915550 seconds ...
2023-09-22 10:02:00,189:	[Coach] >>> TRAIN @Epoch: 466  >>>  || LOSS Avg: 0.00722
2023-09-22 10:02:00,189:	[Coach] >>> VALID @Epoch: 466  >>> 
2023-09-22 10:02:00,189:	[Coach] >>> TEST  @Epoch: 466  >>> 
2023-09-22 10:02:01,981:	[Wall TIME] >>> ChiefCoach.train takes 1.791119 seconds ...
2023-09-22 10:02:02,054:	[Coach] >>> TRAIN @Epoch: 467  >>>  || LOSS Avg: 0.00694
2023-09-22 10:02:02,054:	[Coach] >>> VALID @Epoch: 467  >>> 
2023-09-22 10:02:02,054:	[Coach] >>> TEST  @Epoch: 467  >>> 
2023-09-22 10:02:03,707:	[Wall TIME] >>> ChiefCoach.train takes 1.652482 seconds ...
2023-09-22 10:02:03,778:	[Coach] >>> TRAIN @Epoch: 468  >>>  || LOSS Avg: 0.00713
2023-09-22 10:02:03,778:	[Coach] >>> VALID @Epoch: 468  >>> 
2023-09-22 10:02:03,778:	[Coach] >>> TEST  @Epoch: 468  >>> 
2023-09-22 10:02:05,609:	[Wall TIME] >>> ChiefCoach.train takes 1.831513 seconds ...
2023-09-22 10:02:05,676:	[Coach] >>> TRAIN @Epoch: 469  >>>  || LOSS Avg: 0.00723
2023-09-22 10:02:05,676:	[Coach] >>> VALID @Epoch: 469  >>> 
2023-09-22 10:02:05,676:	[Coach] >>> TEST  @Epoch: 469  >>> 
2023-09-22 10:02:07,427:	[Wall TIME] >>> ChiefCoach.train takes 1.750651 seconds ...
2023-09-22 10:02:08,542:	[Wall TIME] >>> ChiefCoach.valid takes 1.042886 seconds ...
2023-09-22 10:02:08,543:	[Coach] >>> TRAIN @Epoch: 470  >>>  || LOSS Avg: 0.00735
2023-09-22 10:02:08,543:	[Coach] >>> VALID @Epoch: 470  >>>  || HITRATE@1 Avg: 0.0156 || HITRATE@5 Avg: 0.0503 || HITRATE@10 Avg: 0.0768 || NDCG@5 Avg: 0.0331 || NDCG@10 Avg: 0.0416
2023-09-22 10:02:08,543:	[Coach] >>> TEST  @Epoch: 470  >>> 
2023-09-22 10:02:10,352:	[Wall TIME] >>> ChiefCoach.train takes 1.808633 seconds ...
2023-09-22 10:02:10,538:	[Coach] >>> TRAIN @Epoch: 471  >>>  || LOSS Avg: 0.00701
2023-09-22 10:02:10,539:	[Coach] >>> VALID @Epoch: 471  >>> 
2023-09-22 10:02:10,539:	[Coach] >>> TEST  @Epoch: 471  >>> 
2023-09-22 10:02:12,334:	[Wall TIME] >>> ChiefCoach.train takes 1.795368 seconds ...
2023-09-22 10:02:12,504:	[Coach] >>> TRAIN @Epoch: 472  >>>  || LOSS Avg: 0.00681
2023-09-22 10:02:12,504:	[Coach] >>> VALID @Epoch: 472  >>> 
2023-09-22 10:02:12,505:	[Coach] >>> TEST  @Epoch: 472  >>> 
2023-09-22 10:02:14,489:	[Wall TIME] >>> ChiefCoach.train takes 1.984546 seconds ...
2023-09-22 10:02:14,619:	[Coach] >>> TRAIN @Epoch: 473  >>>  || LOSS Avg: 0.00697
2023-09-22 10:02:14,619:	[Coach] >>> VALID @Epoch: 473  >>> 
2023-09-22 10:02:14,619:	[Coach] >>> TEST  @Epoch: 473  >>> 
2023-09-22 10:02:16,284:	[Wall TIME] >>> ChiefCoach.train takes 1.665024 seconds ...
2023-09-22 10:02:16,406:	[Coach] >>> TRAIN @Epoch: 474  >>>  || LOSS Avg: 0.00693
2023-09-22 10:02:16,406:	[Coach] >>> VALID @Epoch: 474  >>> 
2023-09-22 10:02:16,406:	[Coach] >>> TEST  @Epoch: 474  >>> 
2023-09-22 10:02:18,066:	[Wall TIME] >>> ChiefCoach.train takes 1.659533 seconds ...
2023-09-22 10:02:19,123:	[Wall TIME] >>> ChiefCoach.valid takes 0.986728 seconds ...
2023-09-22 10:02:19,124:	[Coach] >>> TRAIN @Epoch: 475  >>>  || LOSS Avg: 0.00712
2023-09-22 10:02:19,124:	[Coach] >>> VALID @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0155 || HITRATE@5 Avg: 0.0503 || HITRATE@10 Avg: 0.0767 || NDCG@5 Avg: 0.0331 || NDCG@10 Avg: 0.0416
2023-09-22 10:02:19,124:	[Coach] >>> TEST  @Epoch: 475  >>> 
2023-09-22 10:02:20,937:	[Wall TIME] >>> ChiefCoach.train takes 1.813364 seconds ...
2023-09-22 10:02:21,379:	[Coach] >>> TRAIN @Epoch: 476  >>>  || LOSS Avg: 0.00697
2023-09-22 10:02:21,787:	[Coach] >>> VALID @Epoch: 476  >>> 
2023-09-22 10:02:21,787:	[Coach] >>> TEST  @Epoch: 476  >>> 
2023-09-22 10:02:23,511:	[Wall TIME] >>> ChiefCoach.train takes 1.723753 seconds ...
2023-09-22 10:02:23,581:	[Coach] >>> TRAIN @Epoch: 477  >>>  || LOSS Avg: 0.00697
2023-09-22 10:02:23,581:	[Coach] >>> VALID @Epoch: 477  >>> 
2023-09-22 10:02:23,581:	[Coach] >>> TEST  @Epoch: 477  >>> 
2023-09-22 10:02:25,339:	[Wall TIME] >>> ChiefCoach.train takes 1.757465 seconds ...
2023-09-22 10:02:25,518:	[Coach] >>> TRAIN @Epoch: 478  >>>  || LOSS Avg: 0.00670
2023-09-22 10:02:25,518:	[Coach] >>> VALID @Epoch: 478  >>> 
2023-09-22 10:02:25,518:	[Coach] >>> TEST  @Epoch: 478  >>> 
2023-09-22 10:02:27,419:	[Wall TIME] >>> ChiefCoach.train takes 1.900337 seconds ...
2023-09-22 10:02:27,487:	[Coach] >>> TRAIN @Epoch: 479  >>>  || LOSS Avg: 0.00685
2023-09-22 10:02:27,487:	[Coach] >>> VALID @Epoch: 479  >>> 
2023-09-22 10:02:27,487:	[Coach] >>> TEST  @Epoch: 479  >>> 
2023-09-22 10:02:29,180:	[Wall TIME] >>> ChiefCoach.train takes 1.693104 seconds ...
2023-09-22 10:02:30,262:	[Wall TIME] >>> ChiefCoach.valid takes 1.010517 seconds ...
2023-09-22 10:02:30,262:	[Coach] >>> TRAIN @Epoch: 480  >>>  || LOSS Avg: 0.00704
2023-09-22 10:02:30,262:	[Coach] >>> VALID @Epoch: 480  >>>  || HITRATE@1 Avg: 0.0159 || HITRATE@5 Avg: 0.0501 || HITRATE@10 Avg: 0.0766 || NDCG@5 Avg: 0.0331 || NDCG@10 Avg: 0.0417
2023-09-22 10:02:30,263:	[Coach] >>> TEST  @Epoch: 480  >>> 
2023-09-22 10:02:31,999:	[Wall TIME] >>> ChiefCoach.train takes 1.735866 seconds ...
2023-09-22 10:02:32,118:	[Coach] >>> TRAIN @Epoch: 481  >>>  || LOSS Avg: 0.00685
2023-09-22 10:02:32,118:	[Coach] >>> VALID @Epoch: 481  >>> 
2023-09-22 10:02:32,118:	[Coach] >>> TEST  @Epoch: 481  >>> 
2023-09-22 10:02:33,961:	[Wall TIME] >>> ChiefCoach.train takes 1.842485 seconds ...
2023-09-22 10:02:34,045:	[Coach] >>> TRAIN @Epoch: 482  >>>  || LOSS Avg: 0.00706
2023-09-22 10:02:34,045:	[Coach] >>> VALID @Epoch: 482  >>> 
2023-09-22 10:02:34,045:	[Coach] >>> TEST  @Epoch: 482  >>> 
2023-09-22 10:02:35,918:	[Wall TIME] >>> ChiefCoach.train takes 1.872489 seconds ...
2023-09-22 10:02:36,217:	[Coach] >>> TRAIN @Epoch: 483  >>>  || LOSS Avg: 0.00675
2023-09-22 10:02:36,218:	[Coach] >>> VALID @Epoch: 483  >>> 
2023-09-22 10:02:36,218:	[Coach] >>> TEST  @Epoch: 483  >>> 
2023-09-22 10:02:37,868:	[Wall TIME] >>> ChiefCoach.train takes 1.649752 seconds ...
2023-09-22 10:02:37,964:	[Coach] >>> TRAIN @Epoch: 484  >>>  || LOSS Avg: 0.00697
2023-09-22 10:02:37,965:	[Coach] >>> VALID @Epoch: 484  >>> 
2023-09-22 10:02:37,965:	[Coach] >>> TEST  @Epoch: 484  >>> 
2023-09-22 10:02:39,838:	[Wall TIME] >>> ChiefCoach.train takes 1.873616 seconds ...
2023-09-22 10:02:40,944:	[Wall TIME] >>> ChiefCoach.valid takes 1.029077 seconds ...
2023-09-22 10:02:40,944:	[Coach] >>> TRAIN @Epoch: 485  >>>  || LOSS Avg: 0.00668
2023-09-22 10:02:40,945:	[Coach] >>> VALID @Epoch: 485  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0499 || HITRATE@10 Avg: 0.0763 || NDCG@5 Avg: 0.0329 || NDCG@10 Avg: 0.0414
2023-09-22 10:02:40,945:	[Coach] >>> TEST  @Epoch: 485  >>> 
2023-09-22 10:02:42,560:	[Wall TIME] >>> ChiefCoach.train takes 1.614864 seconds ...
2023-09-22 10:02:42,643:	[Coach] >>> TRAIN @Epoch: 486  >>>  || LOSS Avg: 0.00701
2023-09-22 10:02:42,643:	[Coach] >>> VALID @Epoch: 486  >>> 
2023-09-22 10:02:42,643:	[Coach] >>> TEST  @Epoch: 486  >>> 
2023-09-22 10:02:44,296:	[Wall TIME] >>> ChiefCoach.train takes 1.653142 seconds ...
2023-09-22 10:02:44,367:	[Coach] >>> TRAIN @Epoch: 487  >>>  || LOSS Avg: 0.00674
2023-09-22 10:02:44,367:	[Coach] >>> VALID @Epoch: 487  >>> 
2023-09-22 10:02:44,367:	[Coach] >>> TEST  @Epoch: 487  >>> 
2023-09-22 10:02:46,381:	[Wall TIME] >>> ChiefCoach.train takes 2.013085 seconds ...
2023-09-22 10:02:46,449:	[Coach] >>> TRAIN @Epoch: 488  >>>  || LOSS Avg: 0.00710
2023-09-22 10:02:46,449:	[Coach] >>> VALID @Epoch: 488  >>> 
2023-09-22 10:02:46,449:	[Coach] >>> TEST  @Epoch: 488  >>> 
2023-09-22 10:02:48,404:	[Wall TIME] >>> ChiefCoach.train takes 1.954732 seconds ...
2023-09-22 10:02:48,501:	[Coach] >>> TRAIN @Epoch: 489  >>>  || LOSS Avg: 0.00680
2023-09-22 10:02:48,501:	[Coach] >>> VALID @Epoch: 489  >>> 
2023-09-22 10:02:48,501:	[Coach] >>> TEST  @Epoch: 489  >>> 
2023-09-22 10:02:50,526:	[Wall TIME] >>> ChiefCoach.train takes 2.024236 seconds ...
2023-09-22 10:02:51,748:	[Wall TIME] >>> ChiefCoach.valid takes 1.048133 seconds ...
2023-09-22 10:02:51,749:	[Coach] >>> TRAIN @Epoch: 490  >>>  || LOSS Avg: 0.00682
2023-09-22 10:02:51,749:	[Coach] >>> VALID @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0155 || HITRATE@5 Avg: 0.0499 || HITRATE@10 Avg: 0.0760 || NDCG@5 Avg: 0.0329 || NDCG@10 Avg: 0.0413
2023-09-22 10:02:51,749:	[Coach] >>> TEST  @Epoch: 490  >>> 
2023-09-22 10:02:53,794:	[Wall TIME] >>> ChiefCoach.train takes 2.045276 seconds ...
2023-09-22 10:02:53,862:	[Coach] >>> TRAIN @Epoch: 491  >>>  || LOSS Avg: 0.00673
2023-09-22 10:02:53,862:	[Coach] >>> VALID @Epoch: 491  >>> 
2023-09-22 10:02:53,862:	[Coach] >>> TEST  @Epoch: 491  >>> 
2023-09-22 10:02:55,699:	[Wall TIME] >>> ChiefCoach.train takes 1.837394 seconds ...
2023-09-22 10:02:55,769:	[Coach] >>> TRAIN @Epoch: 492  >>>  || LOSS Avg: 0.00716
2023-09-22 10:02:55,769:	[Coach] >>> VALID @Epoch: 492  >>> 
2023-09-22 10:02:55,769:	[Coach] >>> TEST  @Epoch: 492  >>> 
2023-09-22 10:02:57,463:	[Wall TIME] >>> ChiefCoach.train takes 1.694015 seconds ...
2023-09-22 10:02:57,530:	[Coach] >>> TRAIN @Epoch: 493  >>>  || LOSS Avg: 0.00700
2023-09-22 10:02:57,530:	[Coach] >>> VALID @Epoch: 493  >>> 
2023-09-22 10:02:57,530:	[Coach] >>> TEST  @Epoch: 493  >>> 
2023-09-22 10:02:59,332:	[Wall TIME] >>> ChiefCoach.train takes 1.802105 seconds ...
2023-09-22 10:02:59,404:	[Coach] >>> TRAIN @Epoch: 494  >>>  || LOSS Avg: 0.00683
2023-09-22 10:02:59,404:	[Coach] >>> VALID @Epoch: 494  >>> 
2023-09-22 10:02:59,404:	[Coach] >>> TEST  @Epoch: 494  >>> 
2023-09-22 10:03:01,131:	[Wall TIME] >>> ChiefCoach.train takes 1.726614 seconds ...
2023-09-22 10:03:02,255:	[Wall TIME] >>> ChiefCoach.valid takes 1.035803 seconds ...
2023-09-22 10:03:02,255:	[Coach] >>> Better ***NDCG@10*** of ***0.0417*** 
2023-09-22 10:03:02,279:	[Coach] >>> TRAIN @Epoch: 495  >>>  || LOSS Avg: 0.00675
2023-09-22 10:03:02,279:	[Coach] >>> VALID @Epoch: 495  >>>  || HITRATE@1 Avg: 0.0161 || HITRATE@5 Avg: 0.0505 || HITRATE@10 Avg: 0.0766 || NDCG@5 Avg: 0.0333 || NDCG@10 Avg: 0.0417
2023-09-22 10:03:02,279:	[Coach] >>> TEST  @Epoch: 495  >>> 
2023-09-22 10:03:04,289:	[Wall TIME] >>> ChiefCoach.train takes 2.009699 seconds ...
2023-09-22 10:03:04,377:	[Coach] >>> TRAIN @Epoch: 496  >>>  || LOSS Avg: 0.00689
2023-09-22 10:03:04,377:	[Coach] >>> VALID @Epoch: 496  >>> 
2023-09-22 10:03:04,377:	[Coach] >>> TEST  @Epoch: 496  >>> 
2023-09-22 10:03:06,401:	[Wall TIME] >>> ChiefCoach.train takes 2.022982 seconds ...
2023-09-22 10:03:06,523:	[Coach] >>> TRAIN @Epoch: 497  >>>  || LOSS Avg: 0.00691
2023-09-22 10:03:06,523:	[Coach] >>> VALID @Epoch: 497  >>> 
2023-09-22 10:03:06,523:	[Coach] >>> TEST  @Epoch: 497  >>> 
2023-09-22 10:03:08,183:	[Wall TIME] >>> ChiefCoach.train takes 1.659254 seconds ...
2023-09-22 10:03:08,411:	[Coach] >>> TRAIN @Epoch: 498  >>>  || LOSS Avg: 0.00674
2023-09-22 10:03:08,411:	[Coach] >>> VALID @Epoch: 498  >>> 
2023-09-22 10:03:08,411:	[Coach] >>> TEST  @Epoch: 498  >>> 
2023-09-22 10:03:10,140:	[Wall TIME] >>> ChiefCoach.train takes 1.728857 seconds ...
2023-09-22 10:03:10,219:	[Coach] >>> TRAIN @Epoch: 499  >>>  || LOSS Avg: 0.00705
2023-09-22 10:03:10,219:	[Coach] >>> VALID @Epoch: 499  >>> 
2023-09-22 10:03:10,219:	[Coach] >>> TEST  @Epoch: 499  >>> 
2023-09-22 10:03:11,973:	[Wall TIME] >>> ChiefCoach.train takes 1.754462 seconds ...
2023-09-22 10:03:13,053:	[Wall TIME] >>> ChiefCoach.valid takes 1.006186 seconds ...
2023-09-22 10:03:13,053:	[Coach] >>> TRAIN @Epoch: 500  >>>  || LOSS Avg: 0.00698
2023-09-22 10:03:13,054:	[Coach] >>> VALID @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0159 || HITRATE@5 Avg: 0.0495 || HITRATE@10 Avg: 0.0762 || NDCG@5 Avg: 0.0329 || NDCG@10 Avg: 0.0415
2023-09-22 10:03:13,054:	[Coach] >>> TEST  @Epoch: 500  >>> 
2023-09-22 10:03:14,707:	[Wall TIME] >>> ChiefCoach.train takes 1.653184 seconds ...
2023-09-22 10:03:14,775:	[Coach] >>> TRAIN @Epoch: 501  >>>  || LOSS Avg: 0.00683
2023-09-22 10:03:14,775:	[Coach] >>> VALID @Epoch: 501  >>> 
2023-09-22 10:03:14,775:	[Coach] >>> TEST  @Epoch: 501  >>> 
2023-09-22 10:03:16,740:	[Wall TIME] >>> ChiefCoach.train takes 1.964099 seconds ...
2023-09-22 10:03:16,817:	[Coach] >>> TRAIN @Epoch: 502  >>>  || LOSS Avg: 0.00683
2023-09-22 10:03:16,817:	[Coach] >>> VALID @Epoch: 502  >>> 
2023-09-22 10:03:16,817:	[Coach] >>> TEST  @Epoch: 502  >>> 
2023-09-22 10:03:18,521:	[Wall TIME] >>> ChiefCoach.train takes 1.703331 seconds ...
2023-09-22 10:03:18,593:	[Coach] >>> TRAIN @Epoch: 503  >>>  || LOSS Avg: 0.00676
2023-09-22 10:03:18,593:	[Coach] >>> VALID @Epoch: 503  >>> 
2023-09-22 10:03:18,593:	[Coach] >>> TEST  @Epoch: 503  >>> 
2023-09-22 10:03:20,239:	[Wall TIME] >>> ChiefCoach.train takes 1.645890 seconds ...
2023-09-22 10:03:20,306:	[Coach] >>> TRAIN @Epoch: 504  >>>  || LOSS Avg: 0.00699
2023-09-22 10:03:20,306:	[Coach] >>> VALID @Epoch: 504  >>> 
2023-09-22 10:03:20,306:	[Coach] >>> TEST  @Epoch: 504  >>> 
2023-09-22 10:03:22,203:	[Wall TIME] >>> ChiefCoach.train takes 1.896829 seconds ...
2023-09-22 10:03:23,354:	[Wall TIME] >>> ChiefCoach.valid takes 1.079323 seconds ...
2023-09-22 10:03:23,354:	[Coach] >>> Better ***NDCG@10*** of ***0.0418*** 
2023-09-22 10:03:23,376:	[Coach] >>> TRAIN @Epoch: 505  >>>  || LOSS Avg: 0.00679
2023-09-22 10:03:23,376:	[Coach] >>> VALID @Epoch: 505  >>>  || HITRATE@1 Avg: 0.0164 || HITRATE@5 Avg: 0.0504 || HITRATE@10 Avg: 0.0765 || NDCG@5 Avg: 0.0333 || NDCG@10 Avg: 0.0418
2023-09-22 10:03:23,376:	[Coach] >>> TEST  @Epoch: 505  >>> 
2023-09-22 10:03:25,074:	[Wall TIME] >>> ChiefCoach.train takes 1.697826 seconds ...
2023-09-22 10:03:25,150:	[Coach] >>> TRAIN @Epoch: 506  >>>  || LOSS Avg: 0.00689
2023-09-22 10:03:25,150:	[Coach] >>> VALID @Epoch: 506  >>> 
2023-09-22 10:03:25,150:	[Coach] >>> TEST  @Epoch: 506  >>> 
2023-09-22 10:03:27,049:	[Wall TIME] >>> ChiefCoach.train takes 1.898844 seconds ...
2023-09-22 10:03:27,127:	[Coach] >>> TRAIN @Epoch: 507  >>>  || LOSS Avg: 0.00697
2023-09-22 10:03:27,128:	[Coach] >>> VALID @Epoch: 507  >>> 
2023-09-22 10:03:27,128:	[Coach] >>> TEST  @Epoch: 507  >>> 
2023-09-22 10:03:28,936:	[Wall TIME] >>> ChiefCoach.train takes 1.807722 seconds ...
2023-09-22 10:03:29,004:	[Coach] >>> TRAIN @Epoch: 508  >>>  || LOSS Avg: 0.00677
2023-09-22 10:03:29,005:	[Coach] >>> VALID @Epoch: 508  >>> 
2023-09-22 10:03:29,005:	[Coach] >>> TEST  @Epoch: 508  >>> 
2023-09-22 10:03:30,731:	[Wall TIME] >>> ChiefCoach.train takes 1.726545 seconds ...
2023-09-22 10:03:30,802:	[Coach] >>> TRAIN @Epoch: 509  >>>  || LOSS Avg: 0.00683
2023-09-22 10:03:30,802:	[Coach] >>> VALID @Epoch: 509  >>> 
2023-09-22 10:03:30,802:	[Coach] >>> TEST  @Epoch: 509  >>> 
2023-09-22 10:03:32,688:	[Wall TIME] >>> ChiefCoach.train takes 1.885299 seconds ...
2023-09-22 10:03:33,891:	[Wall TIME] >>> ChiefCoach.valid takes 1.035896 seconds ...
2023-09-22 10:03:33,891:	[Coach] >>> TRAIN @Epoch: 510  >>>  || LOSS Avg: 0.00683
2023-09-22 10:03:33,891:	[Coach] >>> VALID @Epoch: 510  >>>  || HITRATE@1 Avg: 0.0163 || HITRATE@5 Avg: 0.0504 || HITRATE@10 Avg: 0.0762 || NDCG@5 Avg: 0.0334 || NDCG@10 Avg: 0.0417
2023-09-22 10:03:33,891:	[Coach] >>> TEST  @Epoch: 510  >>> 
2023-09-22 10:03:35,466:	[Wall TIME] >>> ChiefCoach.train takes 1.574825 seconds ...
2023-09-22 10:03:35,535:	[Coach] >>> TRAIN @Epoch: 511  >>>  || LOSS Avg: 0.00690
2023-09-22 10:03:35,535:	[Coach] >>> VALID @Epoch: 511  >>> 
2023-09-22 10:03:35,535:	[Coach] >>> TEST  @Epoch: 511  >>> 
2023-09-22 10:03:37,064:	[Wall TIME] >>> ChiefCoach.train takes 1.528444 seconds ...
2023-09-22 10:03:37,133:	[Coach] >>> TRAIN @Epoch: 512  >>>  || LOSS Avg: 0.00668
2023-09-22 10:03:37,133:	[Coach] >>> VALID @Epoch: 512  >>> 
2023-09-22 10:03:37,133:	[Coach] >>> TEST  @Epoch: 512  >>> 
2023-09-22 10:03:38,743:	[Wall TIME] >>> ChiefCoach.train takes 1.610031 seconds ...
2023-09-22 10:03:38,866:	[Coach] >>> TRAIN @Epoch: 513  >>>  || LOSS Avg: 0.00696
2023-09-22 10:03:38,866:	[Coach] >>> VALID @Epoch: 513  >>> 
2023-09-22 10:03:38,866:	[Coach] >>> TEST  @Epoch: 513  >>> 
2023-09-22 10:03:40,517:	[Wall TIME] >>> ChiefCoach.train takes 1.650571 seconds ...
2023-09-22 10:03:40,588:	[Coach] >>> TRAIN @Epoch: 514  >>>  || LOSS Avg: 0.00680
2023-09-22 10:03:40,588:	[Coach] >>> VALID @Epoch: 514  >>> 
2023-09-22 10:03:40,588:	[Coach] >>> TEST  @Epoch: 514  >>> 
2023-09-22 10:03:42,418:	[Wall TIME] >>> ChiefCoach.train takes 1.829384 seconds ...
2023-09-22 10:03:43,508:	[Wall TIME] >>> ChiefCoach.valid takes 1.019382 seconds ...
2023-09-22 10:03:43,508:	[Coach] >>> TRAIN @Epoch: 515  >>>  || LOSS Avg: 0.00677
2023-09-22 10:03:43,509:	[Coach] >>> VALID @Epoch: 515  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0503 || HITRATE@10 Avg: 0.0770 || NDCG@5 Avg: 0.0330 || NDCG@10 Avg: 0.0417
2023-09-22 10:03:43,509:	[Coach] >>> TEST  @Epoch: 515  >>> 
2023-09-22 10:03:45,119:	[Wall TIME] >>> ChiefCoach.train takes 1.610523 seconds ...
2023-09-22 10:03:45,187:	[Coach] >>> TRAIN @Epoch: 516  >>>  || LOSS Avg: 0.00670
2023-09-22 10:03:45,187:	[Coach] >>> VALID @Epoch: 516  >>> 
2023-09-22 10:03:45,187:	[Coach] >>> TEST  @Epoch: 516  >>> 
2023-09-22 10:03:46,953:	[Wall TIME] >>> ChiefCoach.train takes 1.765437 seconds ...
2023-09-22 10:03:47,024:	[Coach] >>> TRAIN @Epoch: 517  >>>  || LOSS Avg: 0.00678
2023-09-22 10:03:47,024:	[Coach] >>> VALID @Epoch: 517  >>> 
2023-09-22 10:03:47,024:	[Coach] >>> TEST  @Epoch: 517  >>> 
2023-09-22 10:03:48,600:	[Wall TIME] >>> ChiefCoach.train takes 1.575127 seconds ...
2023-09-22 10:03:48,928:	[Coach] >>> TRAIN @Epoch: 518  >>>  || LOSS Avg: 0.00661
2023-09-22 10:03:48,928:	[Coach] >>> VALID @Epoch: 518  >>> 
2023-09-22 10:03:48,928:	[Coach] >>> TEST  @Epoch: 518  >>> 
2023-09-22 10:03:50,756:	[Wall TIME] >>> ChiefCoach.train takes 1.827636 seconds ...
2023-09-22 10:03:50,975:	[Coach] >>> TRAIN @Epoch: 519  >>>  || LOSS Avg: 0.00679
2023-09-22 10:03:50,976:	[Coach] >>> VALID @Epoch: 519  >>> 
2023-09-22 10:03:50,976:	[Coach] >>> TEST  @Epoch: 519  >>> 
2023-09-22 10:03:52,662:	[Wall TIME] >>> ChiefCoach.train takes 1.686334 seconds ...
2023-09-22 10:03:53,806:	[Wall TIME] >>> ChiefCoach.valid takes 1.063009 seconds ...
2023-09-22 10:03:53,807:	[Coach] >>> TRAIN @Epoch: 520  >>>  || LOSS Avg: 0.00681
2023-09-22 10:03:53,807:	[Coach] >>> VALID @Epoch: 520  >>>  || HITRATE@1 Avg: 0.0158 || HITRATE@5 Avg: 0.0496 || HITRATE@10 Avg: 0.0767 || NDCG@5 Avg: 0.0328 || NDCG@10 Avg: 0.0416
2023-09-22 10:03:53,807:	[Coach] >>> TEST  @Epoch: 520  >>> 
2023-09-22 10:03:55,719:	[Wall TIME] >>> ChiefCoach.train takes 1.912089 seconds ...
2023-09-22 10:03:55,804:	[Coach] >>> TRAIN @Epoch: 521  >>>  || LOSS Avg: 0.00678
2023-09-22 10:03:55,804:	[Coach] >>> VALID @Epoch: 521  >>> 
2023-09-22 10:03:55,804:	[Coach] >>> TEST  @Epoch: 521  >>> 
2023-09-22 10:03:57,442:	[Wall TIME] >>> ChiefCoach.train takes 1.637021 seconds ...
2023-09-22 10:03:57,659:	[Coach] >>> TRAIN @Epoch: 522  >>>  || LOSS Avg: 0.00667
2023-09-22 10:03:57,659:	[Coach] >>> VALID @Epoch: 522  >>> 
2023-09-22 10:03:57,659:	[Coach] >>> TEST  @Epoch: 522  >>> 
2023-09-22 10:03:59,424:	[Wall TIME] >>> ChiefCoach.train takes 1.764838 seconds ...
2023-09-22 10:03:59,596:	[Coach] >>> TRAIN @Epoch: 523  >>>  || LOSS Avg: 0.00655
2023-09-22 10:03:59,596:	[Coach] >>> VALID @Epoch: 523  >>> 
2023-09-22 10:03:59,596:	[Coach] >>> TEST  @Epoch: 523  >>> 
2023-09-22 10:04:01,423:	[Wall TIME] >>> ChiefCoach.train takes 1.826840 seconds ...
2023-09-22 10:04:01,504:	[Coach] >>> TRAIN @Epoch: 524  >>>  || LOSS Avg: 0.00665
2023-09-22 10:04:01,504:	[Coach] >>> VALID @Epoch: 524  >>> 
2023-09-22 10:04:01,504:	[Coach] >>> TEST  @Epoch: 524  >>> 
2023-09-22 10:04:03,364:	[Wall TIME] >>> ChiefCoach.train takes 1.860502 seconds ...
2023-09-22 10:04:04,565:	[Wall TIME] >>> ChiefCoach.valid takes 1.035014 seconds ...
2023-09-22 10:04:04,565:	[Coach] >>> TRAIN @Epoch: 525  >>>  || LOSS Avg: 0.00670
2023-09-22 10:04:04,565:	[Coach] >>> VALID @Epoch: 525  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0501 || HITRATE@10 Avg: 0.0768 || NDCG@5 Avg: 0.0329 || NDCG@10 Avg: 0.0415
2023-09-22 10:04:04,565:	[Coach] >>> TEST  @Epoch: 525  >>> 
2023-09-22 10:04:06,451:	[Wall TIME] >>> ChiefCoach.train takes 1.885133 seconds ...
2023-09-22 10:04:06,519:	[Coach] >>> TRAIN @Epoch: 526  >>>  || LOSS Avg: 0.00662
2023-09-22 10:04:06,519:	[Coach] >>> VALID @Epoch: 526  >>> 
2023-09-22 10:04:06,519:	[Coach] >>> TEST  @Epoch: 526  >>> 
2023-09-22 10:04:08,274:	[Wall TIME] >>> ChiefCoach.train takes 1.754708 seconds ...
2023-09-22 10:04:08,363:	[Coach] >>> TRAIN @Epoch: 527  >>>  || LOSS Avg: 0.00676
2023-09-22 10:04:08,363:	[Coach] >>> VALID @Epoch: 527  >>> 
2023-09-22 10:04:08,363:	[Coach] >>> TEST  @Epoch: 527  >>> 
2023-09-22 10:04:10,386:	[Wall TIME] >>> ChiefCoach.train takes 2.023056 seconds ...
2023-09-22 10:04:10,523:	[Coach] >>> TRAIN @Epoch: 528  >>>  || LOSS Avg: 0.00670
2023-09-22 10:04:10,523:	[Coach] >>> VALID @Epoch: 528  >>> 
2023-09-22 10:04:10,523:	[Coach] >>> TEST  @Epoch: 528  >>> 
2023-09-22 10:04:12,230:	[Wall TIME] >>> ChiefCoach.train takes 1.706562 seconds ...
2023-09-22 10:04:12,298:	[Coach] >>> TRAIN @Epoch: 529  >>>  || LOSS Avg: 0.00679
2023-09-22 10:04:12,298:	[Coach] >>> VALID @Epoch: 529  >>> 
2023-09-22 10:04:12,298:	[Coach] >>> TEST  @Epoch: 529  >>> 
2023-09-22 10:04:14,516:	[Wall TIME] >>> ChiefCoach.train takes 2.217269 seconds ...
2023-09-22 10:04:15,638:	[Wall TIME] >>> ChiefCoach.valid takes 1.043419 seconds ...
2023-09-22 10:04:15,639:	[Coach] >>> TRAIN @Epoch: 530  >>>  || LOSS Avg: 0.00672
2023-09-22 10:04:15,639:	[Coach] >>> VALID @Epoch: 530  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0493 || HITRATE@10 Avg: 0.0754 || NDCG@5 Avg: 0.0326 || NDCG@10 Avg: 0.0410
2023-09-22 10:04:15,639:	[Coach] >>> TEST  @Epoch: 530  >>> 
2023-09-22 10:04:17,688:	[Wall TIME] >>> ChiefCoach.train takes 2.048939 seconds ...
2023-09-22 10:04:17,936:	[Coach] >>> TRAIN @Epoch: 531  >>>  || LOSS Avg: 0.00675
2023-09-22 10:04:17,937:	[Coach] >>> VALID @Epoch: 531  >>> 
2023-09-22 10:04:17,937:	[Coach] >>> TEST  @Epoch: 531  >>> 
2023-09-22 10:04:19,657:	[Wall TIME] >>> ChiefCoach.train takes 1.720407 seconds ...
2023-09-22 10:04:19,724:	[Coach] >>> TRAIN @Epoch: 532  >>>  || LOSS Avg: 0.00666
2023-09-22 10:04:19,724:	[Coach] >>> VALID @Epoch: 532  >>> 
2023-09-22 10:04:19,724:	[Coach] >>> TEST  @Epoch: 532  >>> 
2023-09-22 10:04:21,388:	[Wall TIME] >>> ChiefCoach.train takes 1.663598 seconds ...
2023-09-22 10:04:21,465:	[Coach] >>> TRAIN @Epoch: 533  >>>  || LOSS Avg: 0.00673
2023-09-22 10:04:21,465:	[Coach] >>> VALID @Epoch: 533  >>> 
2023-09-22 10:04:21,465:	[Coach] >>> TEST  @Epoch: 533  >>> 
2023-09-22 10:04:23,272:	[Wall TIME] >>> ChiefCoach.train takes 1.806458 seconds ...
2023-09-22 10:04:23,348:	[Coach] >>> TRAIN @Epoch: 534  >>>  || LOSS Avg: 0.00665
2023-09-22 10:04:23,348:	[Coach] >>> VALID @Epoch: 534  >>> 
2023-09-22 10:04:23,348:	[Coach] >>> TEST  @Epoch: 534  >>> 
2023-09-22 10:04:25,322:	[Wall TIME] >>> ChiefCoach.train takes 1.973769 seconds ...
2023-09-22 10:04:26,684:	[Wall TIME] >>> ChiefCoach.valid takes 1.186039 seconds ...
2023-09-22 10:04:26,685:	[Coach] >>> TRAIN @Epoch: 535  >>>  || LOSS Avg: 0.00654
2023-09-22 10:04:26,685:	[Coach] >>> VALID @Epoch: 535  >>>  || HITRATE@1 Avg: 0.0162 || HITRATE@5 Avg: 0.0492 || HITRATE@10 Avg: 0.0760 || NDCG@5 Avg: 0.0328 || NDCG@10 Avg: 0.0414
2023-09-22 10:04:26,685:	[Coach] >>> TEST  @Epoch: 535  >>> 
2023-09-22 10:04:28,466:	[Wall TIME] >>> ChiefCoach.train takes 1.780795 seconds ...
2023-09-22 10:04:28,539:	[Coach] >>> TRAIN @Epoch: 536  >>>  || LOSS Avg: 0.00670
2023-09-22 10:04:28,539:	[Coach] >>> VALID @Epoch: 536  >>> 
2023-09-22 10:04:28,539:	[Coach] >>> TEST  @Epoch: 536  >>> 
2023-09-22 10:04:30,404:	[Wall TIME] >>> ChiefCoach.train takes 1.864838 seconds ...
2023-09-22 10:04:30,479:	[Coach] >>> TRAIN @Epoch: 537  >>>  || LOSS Avg: 0.00659
2023-09-22 10:04:30,479:	[Coach] >>> VALID @Epoch: 537  >>> 
2023-09-22 10:04:30,479:	[Coach] >>> TEST  @Epoch: 537  >>> 
2023-09-22 10:04:32,090:	[Wall TIME] >>> ChiefCoach.train takes 1.610205 seconds ...
2023-09-22 10:04:32,163:	[Coach] >>> TRAIN @Epoch: 538  >>>  || LOSS Avg: 0.00659
2023-09-22 10:04:32,163:	[Coach] >>> VALID @Epoch: 538  >>> 
2023-09-22 10:04:32,163:	[Coach] >>> TEST  @Epoch: 538  >>> 
2023-09-22 10:04:33,843:	[Wall TIME] >>> ChiefCoach.train takes 1.679581 seconds ...
2023-09-22 10:04:33,919:	[Coach] >>> TRAIN @Epoch: 539  >>>  || LOSS Avg: 0.00666
2023-09-22 10:04:33,919:	[Coach] >>> VALID @Epoch: 539  >>> 
2023-09-22 10:04:33,919:	[Coach] >>> TEST  @Epoch: 539  >>> 
2023-09-22 10:04:35,759:	[Wall TIME] >>> ChiefCoach.train takes 1.839370 seconds ...
2023-09-22 10:04:36,846:	[Wall TIME] >>> ChiefCoach.valid takes 1.015354 seconds ...
2023-09-22 10:04:36,847:	[Coach] >>> TRAIN @Epoch: 540  >>>  || LOSS Avg: 0.00660
2023-09-22 10:04:36,847:	[Coach] >>> VALID @Epoch: 540  >>>  || HITRATE@1 Avg: 0.0158 || HITRATE@5 Avg: 0.0499 || HITRATE@10 Avg: 0.0761 || NDCG@5 Avg: 0.0330 || NDCG@10 Avg: 0.0414
2023-09-22 10:04:36,847:	[Coach] >>> TEST  @Epoch: 540  >>> 
2023-09-22 10:04:38,898:	[Wall TIME] >>> ChiefCoach.train takes 2.050864 seconds ...
2023-09-22 10:04:39,041:	[Coach] >>> TRAIN @Epoch: 541  >>>  || LOSS Avg: 0.00667
2023-09-22 10:04:39,042:	[Coach] >>> VALID @Epoch: 541  >>> 
2023-09-22 10:04:39,042:	[Coach] >>> TEST  @Epoch: 541  >>> 
2023-09-22 10:04:40,673:	[Wall TIME] >>> ChiefCoach.train takes 1.631734 seconds ...
2023-09-22 10:04:40,747:	[Coach] >>> TRAIN @Epoch: 542  >>>  || LOSS Avg: 0.00645
2023-09-22 10:04:40,747:	[Coach] >>> VALID @Epoch: 542  >>> 
2023-09-22 10:04:40,747:	[Coach] >>> TEST  @Epoch: 542  >>> 
2023-09-22 10:04:42,456:	[Wall TIME] >>> ChiefCoach.train takes 1.708608 seconds ...
2023-09-22 10:04:42,532:	[Coach] >>> TRAIN @Epoch: 543  >>>  || LOSS Avg: 0.00675
2023-09-22 10:04:42,532:	[Coach] >>> VALID @Epoch: 543  >>> 
2023-09-22 10:04:42,532:	[Coach] >>> TEST  @Epoch: 543  >>> 
2023-09-22 10:04:44,432:	[Wall TIME] >>> ChiefCoach.train takes 1.899449 seconds ...
2023-09-22 10:04:44,529:	[Coach] >>> TRAIN @Epoch: 544  >>>  || LOSS Avg: 0.00653
2023-09-22 10:04:44,529:	[Coach] >>> VALID @Epoch: 544  >>> 
2023-09-22 10:04:44,529:	[Coach] >>> TEST  @Epoch: 544  >>> 
2023-09-22 10:04:46,388:	[Wall TIME] >>> ChiefCoach.train takes 1.858106 seconds ...
2023-09-22 10:04:47,828:	[Wall TIME] >>> ChiefCoach.valid takes 1.059896 seconds ...
2023-09-22 10:04:47,828:	[Coach] >>> TRAIN @Epoch: 545  >>>  || LOSS Avg: 0.00645
2023-09-22 10:04:47,828:	[Coach] >>> VALID @Epoch: 545  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0504 || HITRATE@10 Avg: 0.0762 || NDCG@5 Avg: 0.0331 || NDCG@10 Avg: 0.0414
2023-09-22 10:04:47,828:	[Coach] >>> TEST  @Epoch: 545  >>> 
2023-09-22 10:04:49,486:	[Wall TIME] >>> ChiefCoach.train takes 1.657750 seconds ...
2023-09-22 10:04:49,560:	[Coach] >>> TRAIN @Epoch: 546  >>>  || LOSS Avg: 0.00665
2023-09-22 10:04:49,561:	[Coach] >>> VALID @Epoch: 546  >>> 
2023-09-22 10:04:49,561:	[Coach] >>> TEST  @Epoch: 546  >>> 
2023-09-22 10:04:51,345:	[Wall TIME] >>> ChiefCoach.train takes 1.784149 seconds ...
2023-09-22 10:04:51,542:	[Coach] >>> TRAIN @Epoch: 547  >>>  || LOSS Avg: 0.00672
2023-09-22 10:04:51,543:	[Coach] >>> VALID @Epoch: 547  >>> 
2023-09-22 10:04:51,543:	[Coach] >>> TEST  @Epoch: 547  >>> 
2023-09-22 10:04:53,209:	[Wall TIME] >>> ChiefCoach.train takes 1.665567 seconds ...
2023-09-22 10:04:53,300:	[Coach] >>> TRAIN @Epoch: 548  >>>  || LOSS Avg: 0.00659
2023-09-22 10:04:53,300:	[Coach] >>> VALID @Epoch: 548  >>> 
2023-09-22 10:04:53,300:	[Coach] >>> TEST  @Epoch: 548  >>> 
2023-09-22 10:04:54,955:	[Wall TIME] >>> ChiefCoach.train takes 1.654557 seconds ...
2023-09-22 10:04:55,031:	[Coach] >>> TRAIN @Epoch: 549  >>>  || LOSS Avg: 0.00655
2023-09-22 10:04:55,031:	[Coach] >>> VALID @Epoch: 549  >>> 
2023-09-22 10:04:55,031:	[Coach] >>> TEST  @Epoch: 549  >>> 
2023-09-22 10:04:56,726:	[Wall TIME] >>> ChiefCoach.train takes 1.694573 seconds ...
2023-09-22 10:04:57,988:	[Wall TIME] >>> ChiefCoach.valid takes 1.104394 seconds ...
2023-09-22 10:04:57,988:	[Coach] >>> TRAIN @Epoch: 550  >>>  || LOSS Avg: 0.00661
2023-09-22 10:04:57,989:	[Coach] >>> VALID @Epoch: 550  >>>  || HITRATE@1 Avg: 0.0160 || HITRATE@5 Avg: 0.0499 || HITRATE@10 Avg: 0.0756 || NDCG@5 Avg: 0.0329 || NDCG@10 Avg: 0.0413
2023-09-22 10:04:57,989:	[Coach] >>> TEST  @Epoch: 550  >>> 
2023-09-22 10:05:00,065:	[Wall TIME] >>> ChiefCoach.train takes 2.076017 seconds ...
2023-09-22 10:05:00,141:	[Coach] >>> TRAIN @Epoch: 551  >>>  || LOSS Avg: 0.00665
2023-09-22 10:05:00,141:	[Coach] >>> VALID @Epoch: 551  >>> 
2023-09-22 10:05:00,141:	[Coach] >>> TEST  @Epoch: 551  >>> 
2023-09-22 10:05:01,991:	[Wall TIME] >>> ChiefCoach.train takes 1.849068 seconds ...
2023-09-22 10:05:02,075:	[Coach] >>> TRAIN @Epoch: 552  >>>  || LOSS Avg: 0.00672
2023-09-22 10:05:02,075:	[Coach] >>> VALID @Epoch: 552  >>> 
2023-09-22 10:05:02,075:	[Coach] >>> TEST  @Epoch: 552  >>> 
2023-09-22 10:05:03,926:	[Wall TIME] >>> ChiefCoach.train takes 1.851221 seconds ...
2023-09-22 10:05:03,995:	[Coach] >>> TRAIN @Epoch: 553  >>>  || LOSS Avg: 0.00655
2023-09-22 10:05:03,995:	[Coach] >>> VALID @Epoch: 553  >>> 
2023-09-22 10:05:03,995:	[Coach] >>> TEST  @Epoch: 553  >>> 
2023-09-22 10:05:05,633:	[Wall TIME] >>> ChiefCoach.train takes 1.637705 seconds ...
2023-09-22 10:05:05,745:	[Coach] >>> TRAIN @Epoch: 554  >>>  || LOSS Avg: 0.00651
2023-09-22 10:05:05,745:	[Coach] >>> VALID @Epoch: 554  >>> 
2023-09-22 10:05:05,745:	[Coach] >>> TEST  @Epoch: 554  >>> 
2023-09-22 10:05:07,631:	[Wall TIME] >>> ChiefCoach.train takes 1.885331 seconds ...
2023-09-22 10:05:08,720:	[Wall TIME] >>> ChiefCoach.valid takes 1.012250 seconds ...
2023-09-22 10:05:08,721:	[Coach] >>> TRAIN @Epoch: 555  >>>  || LOSS Avg: 0.00649
2023-09-22 10:05:08,721:	[Coach] >>> VALID @Epoch: 555  >>>  || HITRATE@1 Avg: 0.0160 || HITRATE@5 Avg: 0.0497 || HITRATE@10 Avg: 0.0754 || NDCG@5 Avg: 0.0329 || NDCG@10 Avg: 0.0413
2023-09-22 10:05:08,721:	[Coach] >>> TEST  @Epoch: 555  >>> 
2023-09-22 10:05:10,371:	[Wall TIME] >>> ChiefCoach.train takes 1.650257 seconds ...
2023-09-22 10:05:10,444:	[Coach] >>> TRAIN @Epoch: 556  >>>  || LOSS Avg: 0.00659
2023-09-22 10:05:10,444:	[Coach] >>> VALID @Epoch: 556  >>> 
2023-09-22 10:05:10,444:	[Coach] >>> TEST  @Epoch: 556  >>> 
2023-09-22 10:05:12,347:	[Wall TIME] >>> ChiefCoach.train takes 1.902996 seconds ...
2023-09-22 10:05:12,419:	[Coach] >>> TRAIN @Epoch: 557  >>>  || LOSS Avg: 0.00645
2023-09-22 10:05:12,419:	[Coach] >>> VALID @Epoch: 557  >>> 
2023-09-22 10:05:12,419:	[Coach] >>> TEST  @Epoch: 557  >>> 
2023-09-22 10:05:14,197:	[Wall TIME] >>> ChiefCoach.train takes 1.777079 seconds ...
2023-09-22 10:05:14,511:	[Coach] >>> TRAIN @Epoch: 558  >>>  || LOSS Avg: 0.00654
2023-09-22 10:05:14,511:	[Coach] >>> VALID @Epoch: 558  >>> 
2023-09-22 10:05:14,511:	[Coach] >>> TEST  @Epoch: 558  >>> 
2023-09-22 10:05:16,576:	[Wall TIME] >>> ChiefCoach.train takes 2.064531 seconds ...
2023-09-22 10:05:16,649:	[Coach] >>> TRAIN @Epoch: 559  >>>  || LOSS Avg: 0.00646
2023-09-22 10:05:16,649:	[Coach] >>> VALID @Epoch: 559  >>> 
2023-09-22 10:05:16,650:	[Coach] >>> TEST  @Epoch: 559  >>> 
2023-09-22 10:05:18,485:	[Wall TIME] >>> ChiefCoach.train takes 1.835810 seconds ...
2023-09-22 10:05:19,573:	[Wall TIME] >>> ChiefCoach.valid takes 1.007085 seconds ...
2023-09-22 10:05:19,573:	[Coach] >>> Better ***NDCG@10*** of ***0.0418*** 
2023-09-22 10:05:19,596:	[Coach] >>> TRAIN @Epoch: 560  >>>  || LOSS Avg: 0.00646
2023-09-22 10:05:19,596:	[Coach] >>> VALID @Epoch: 560  >>>  || HITRATE@1 Avg: 0.0159 || HITRATE@5 Avg: 0.0501 || HITRATE@10 Avg: 0.0773 || NDCG@5 Avg: 0.0330 || NDCG@10 Avg: 0.0418
2023-09-22 10:05:19,596:	[Coach] >>> TEST  @Epoch: 560  >>> 
2023-09-22 10:05:21,585:	[Wall TIME] >>> ChiefCoach.train takes 1.988806 seconds ...
2023-09-22 10:05:21,705:	[Coach] >>> TRAIN @Epoch: 561  >>>  || LOSS Avg: 0.00631
2023-09-22 10:05:21,705:	[Coach] >>> VALID @Epoch: 561  >>> 
2023-09-22 10:05:21,705:	[Coach] >>> TEST  @Epoch: 561  >>> 
2023-09-22 10:05:23,626:	[Wall TIME] >>> ChiefCoach.train takes 1.920017 seconds ...
2023-09-22 10:05:23,705:	[Coach] >>> TRAIN @Epoch: 562  >>>  || LOSS Avg: 0.00652
2023-09-22 10:05:23,705:	[Coach] >>> VALID @Epoch: 562  >>> 
2023-09-22 10:05:23,705:	[Coach] >>> TEST  @Epoch: 562  >>> 
2023-09-22 10:05:25,681:	[Wall TIME] >>> ChiefCoach.train takes 1.975794 seconds ...
2023-09-22 10:05:25,754:	[Coach] >>> TRAIN @Epoch: 563  >>>  || LOSS Avg: 0.00649
2023-09-22 10:05:25,754:	[Coach] >>> VALID @Epoch: 563  >>> 
2023-09-22 10:05:25,755:	[Coach] >>> TEST  @Epoch: 563  >>> 
2023-09-22 10:05:27,539:	[Wall TIME] >>> ChiefCoach.train takes 1.784091 seconds ...
2023-09-22 10:05:27,613:	[Coach] >>> TRAIN @Epoch: 564  >>>  || LOSS Avg: 0.00654
2023-09-22 10:05:27,613:	[Coach] >>> VALID @Epoch: 564  >>> 
2023-09-22 10:05:27,613:	[Coach] >>> TEST  @Epoch: 564  >>> 
2023-09-22 10:05:29,240:	[Wall TIME] >>> ChiefCoach.train takes 1.626149 seconds ...
2023-09-22 10:05:30,321:	[Wall TIME] >>> ChiefCoach.valid takes 1.014490 seconds ...
2023-09-22 10:05:30,322:	[Coach] >>> TRAIN @Epoch: 565  >>>  || LOSS Avg: 0.00656
2023-09-22 10:05:30,322:	[Coach] >>> VALID @Epoch: 565  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0495 || HITRATE@10 Avg: 0.0767 || NDCG@5 Avg: 0.0326 || NDCG@10 Avg: 0.0414
2023-09-22 10:05:30,322:	[Coach] >>> TEST  @Epoch: 565  >>> 
2023-09-22 10:05:32,104:	[Wall TIME] >>> ChiefCoach.train takes 1.781479 seconds ...
2023-09-22 10:05:32,172:	[Coach] >>> TRAIN @Epoch: 566  >>>  || LOSS Avg: 0.00644
2023-09-22 10:05:32,173:	[Coach] >>> VALID @Epoch: 566  >>> 
2023-09-22 10:05:32,173:	[Coach] >>> TEST  @Epoch: 566  >>> 
2023-09-22 10:05:33,865:	[Wall TIME] >>> ChiefCoach.train takes 1.692144 seconds ...
2023-09-22 10:05:33,944:	[Coach] >>> TRAIN @Epoch: 567  >>>  || LOSS Avg: 0.00648
2023-09-22 10:05:33,945:	[Coach] >>> VALID @Epoch: 567  >>> 
2023-09-22 10:05:33,945:	[Coach] >>> TEST  @Epoch: 567  >>> 
2023-09-22 10:05:35,742:	[Wall TIME] >>> ChiefCoach.train takes 1.797267 seconds ...
2023-09-22 10:05:35,819:	[Coach] >>> TRAIN @Epoch: 568  >>>  || LOSS Avg: 0.00644
2023-09-22 10:05:35,819:	[Coach] >>> VALID @Epoch: 568  >>> 
2023-09-22 10:05:35,819:	[Coach] >>> TEST  @Epoch: 568  >>> 
2023-09-22 10:05:37,738:	[Wall TIME] >>> ChiefCoach.train takes 1.918644 seconds ...
2023-09-22 10:05:37,822:	[Coach] >>> TRAIN @Epoch: 569  >>>  || LOSS Avg: 0.00649
2023-09-22 10:05:37,823:	[Coach] >>> VALID @Epoch: 569  >>> 
2023-09-22 10:05:37,823:	[Coach] >>> TEST  @Epoch: 569  >>> 
2023-09-22 10:05:39,810:	[Wall TIME] >>> ChiefCoach.train takes 1.987378 seconds ...
2023-09-22 10:05:41,333:	[Wall TIME] >>> ChiefCoach.valid takes 1.080106 seconds ...
2023-09-22 10:05:41,333:	[Coach] >>> TRAIN @Epoch: 570  >>>  || LOSS Avg: 0.00648
2023-09-22 10:05:41,333:	[Coach] >>> VALID @Epoch: 570  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0504 || HITRATE@10 Avg: 0.0761 || NDCG@5 Avg: 0.0330 || NDCG@10 Avg: 0.0412
2023-09-22 10:05:41,333:	[Coach] >>> TEST  @Epoch: 570  >>> 
2023-09-22 10:05:43,356:	[Wall TIME] >>> ChiefCoach.train takes 2.022254 seconds ...
2023-09-22 10:05:43,430:	[Coach] >>> TRAIN @Epoch: 571  >>>  || LOSS Avg: 0.00644
2023-09-22 10:05:43,430:	[Coach] >>> VALID @Epoch: 571  >>> 
2023-09-22 10:05:43,430:	[Coach] >>> TEST  @Epoch: 571  >>> 
2023-09-22 10:05:45,282:	[Wall TIME] >>> ChiefCoach.train takes 1.850866 seconds ...
2023-09-22 10:05:45,352:	[Coach] >>> TRAIN @Epoch: 572  >>>  || LOSS Avg: 0.00653
2023-09-22 10:05:45,353:	[Coach] >>> VALID @Epoch: 572  >>> 
2023-09-22 10:05:45,353:	[Coach] >>> TEST  @Epoch: 572  >>> 
2023-09-22 10:05:47,235:	[Wall TIME] >>> ChiefCoach.train takes 1.882012 seconds ...
2023-09-22 10:05:47,305:	[Coach] >>> TRAIN @Epoch: 573  >>>  || LOSS Avg: 0.00670
2023-09-22 10:05:47,306:	[Coach] >>> VALID @Epoch: 573  >>> 
2023-09-22 10:05:47,306:	[Coach] >>> TEST  @Epoch: 573  >>> 
2023-09-22 10:05:49,107:	[Wall TIME] >>> ChiefCoach.train takes 1.801669 seconds ...
2023-09-22 10:05:49,177:	[Coach] >>> TRAIN @Epoch: 574  >>>  || LOSS Avg: 0.00635
2023-09-22 10:05:49,177:	[Coach] >>> VALID @Epoch: 574  >>> 
2023-09-22 10:05:49,177:	[Coach] >>> TEST  @Epoch: 574  >>> 
2023-09-22 10:05:51,069:	[Wall TIME] >>> ChiefCoach.train takes 1.891738 seconds ...
2023-09-22 10:05:52,150:	[Wall TIME] >>> ChiefCoach.valid takes 0.999667 seconds ...
2023-09-22 10:05:52,150:	[Coach] >>> TRAIN @Epoch: 575  >>>  || LOSS Avg: 0.00645
2023-09-22 10:05:52,150:	[Coach] >>> VALID @Epoch: 575  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0499 || HITRATE@10 Avg: 0.0762 || NDCG@5 Avg: 0.0331 || NDCG@10 Avg: 0.0416
2023-09-22 10:05:52,150:	[Coach] >>> TEST  @Epoch: 575  >>> 
2023-09-22 10:05:53,981:	[Wall TIME] >>> ChiefCoach.train takes 1.830888 seconds ...
2023-09-22 10:05:54,063:	[Coach] >>> TRAIN @Epoch: 576  >>>  || LOSS Avg: 0.00647
2023-09-22 10:05:54,063:	[Coach] >>> VALID @Epoch: 576  >>> 
2023-09-22 10:05:54,063:	[Coach] >>> TEST  @Epoch: 576  >>> 
2023-09-22 10:05:55,885:	[Wall TIME] >>> ChiefCoach.train takes 1.821622 seconds ...
2023-09-22 10:05:55,960:	[Coach] >>> TRAIN @Epoch: 577  >>>  || LOSS Avg: 0.00652
2023-09-22 10:05:55,960:	[Coach] >>> VALID @Epoch: 577  >>> 
2023-09-22 10:05:55,960:	[Coach] >>> TEST  @Epoch: 577  >>> 
2023-09-22 10:05:57,955:	[Wall TIME] >>> ChiefCoach.train takes 1.994699 seconds ...
2023-09-22 10:05:58,032:	[Coach] >>> TRAIN @Epoch: 578  >>>  || LOSS Avg: 0.00655
2023-09-22 10:05:58,032:	[Coach] >>> VALID @Epoch: 578  >>> 
2023-09-22 10:05:58,032:	[Coach] >>> TEST  @Epoch: 578  >>> 
2023-09-22 10:05:59,874:	[Wall TIME] >>> ChiefCoach.train takes 1.841393 seconds ...
2023-09-22 10:05:59,949:	[Coach] >>> TRAIN @Epoch: 579  >>>  || LOSS Avg: 0.00638
2023-09-22 10:05:59,949:	[Coach] >>> VALID @Epoch: 579  >>> 
2023-09-22 10:05:59,949:	[Coach] >>> TEST  @Epoch: 579  >>> 
2023-09-22 10:06:01,792:	[Wall TIME] >>> ChiefCoach.train takes 1.842621 seconds ...
2023-09-22 10:06:02,936:	[Wall TIME] >>> ChiefCoach.valid takes 1.074455 seconds ...
2023-09-22 10:06:02,936:	[Coach] >>> TRAIN @Epoch: 580  >>>  || LOSS Avg: 0.00647
2023-09-22 10:06:02,936:	[Coach] >>> VALID @Epoch: 580  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0501 || HITRATE@10 Avg: 0.0762 || NDCG@5 Avg: 0.0331 || NDCG@10 Avg: 0.0415
2023-09-22 10:06:02,936:	[Coach] >>> TEST  @Epoch: 580  >>> 
2023-09-22 10:06:04,674:	[Wall TIME] >>> ChiefCoach.train takes 1.737092 seconds ...
2023-09-22 10:06:04,776:	[Coach] >>> TRAIN @Epoch: 581  >>>  || LOSS Avg: 0.00624
2023-09-22 10:06:04,776:	[Coach] >>> VALID @Epoch: 581  >>> 
2023-09-22 10:06:04,776:	[Coach] >>> TEST  @Epoch: 581  >>> 
2023-09-22 10:06:06,694:	[Wall TIME] >>> ChiefCoach.train takes 1.916970 seconds ...
2023-09-22 10:06:06,916:	[Coach] >>> TRAIN @Epoch: 582  >>>  || LOSS Avg: 0.00649
2023-09-22 10:06:06,917:	[Coach] >>> VALID @Epoch: 582  >>> 
2023-09-22 10:06:06,917:	[Coach] >>> TEST  @Epoch: 582  >>> 
2023-09-22 10:06:08,963:	[Wall TIME] >>> ChiefCoach.train takes 2.046238 seconds ...
2023-09-22 10:06:09,091:	[Coach] >>> TRAIN @Epoch: 583  >>>  || LOSS Avg: 0.00650
2023-09-22 10:06:09,091:	[Coach] >>> VALID @Epoch: 583  >>> 
2023-09-22 10:06:09,091:	[Coach] >>> TEST  @Epoch: 583  >>> 
2023-09-22 10:06:10,767:	[Wall TIME] >>> ChiefCoach.train takes 1.675830 seconds ...
2023-09-22 10:06:10,841:	[Coach] >>> TRAIN @Epoch: 584  >>>  || LOSS Avg: 0.00641
2023-09-22 10:06:10,841:	[Coach] >>> VALID @Epoch: 584  >>> 
2023-09-22 10:06:10,842:	[Coach] >>> TEST  @Epoch: 584  >>> 
2023-09-22 10:06:12,744:	[Wall TIME] >>> ChiefCoach.train takes 1.902405 seconds ...
2023-09-22 10:06:13,862:	[Wall TIME] >>> ChiefCoach.valid takes 1.046676 seconds ...
2023-09-22 10:06:13,862:	[Coach] >>> TRAIN @Epoch: 585  >>>  || LOSS Avg: 0.00654
2023-09-22 10:06:13,862:	[Coach] >>> VALID @Epoch: 585  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0495 || HITRATE@10 Avg: 0.0755 || NDCG@5 Avg: 0.0326 || NDCG@10 Avg: 0.0410
2023-09-22 10:06:13,863:	[Coach] >>> TEST  @Epoch: 585  >>> 
2023-09-22 10:06:15,544:	[Wall TIME] >>> ChiefCoach.train takes 1.681759 seconds ...
2023-09-22 10:06:15,621:	[Coach] >>> TRAIN @Epoch: 586  >>>  || LOSS Avg: 0.00652
2023-09-22 10:06:15,621:	[Coach] >>> VALID @Epoch: 586  >>> 
2023-09-22 10:06:15,621:	[Coach] >>> TEST  @Epoch: 586  >>> 
2023-09-22 10:06:17,705:	[Wall TIME] >>> ChiefCoach.train takes 2.083880 seconds ...
2023-09-22 10:06:17,887:	[Coach] >>> TRAIN @Epoch: 587  >>>  || LOSS Avg: 0.00659
2023-09-22 10:06:17,888:	[Coach] >>> VALID @Epoch: 587  >>> 
2023-09-22 10:06:17,888:	[Coach] >>> TEST  @Epoch: 587  >>> 
2023-09-22 10:06:19,617:	[Wall TIME] >>> ChiefCoach.train takes 1.729183 seconds ...
2023-09-22 10:06:19,692:	[Coach] >>> TRAIN @Epoch: 588  >>>  || LOSS Avg: 0.00635
2023-09-22 10:06:19,692:	[Coach] >>> VALID @Epoch: 588  >>> 
2023-09-22 10:06:19,692:	[Coach] >>> TEST  @Epoch: 588  >>> 
2023-09-22 10:06:21,543:	[Wall TIME] >>> ChiefCoach.train takes 1.849902 seconds ...
2023-09-22 10:06:21,768:	[Coach] >>> TRAIN @Epoch: 589  >>>  || LOSS Avg: 0.00637
2023-09-22 10:06:21,769:	[Coach] >>> VALID @Epoch: 589  >>> 
2023-09-22 10:06:21,769:	[Coach] >>> TEST  @Epoch: 589  >>> 
2023-09-22 10:06:23,530:	[Wall TIME] >>> ChiefCoach.train takes 1.761410 seconds ...
2023-09-22 10:06:24,661:	[Wall TIME] >>> ChiefCoach.valid takes 1.003789 seconds ...
2023-09-22 10:06:24,661:	[Coach] >>> TRAIN @Epoch: 590  >>>  || LOSS Avg: 0.00645
2023-09-22 10:06:24,661:	[Coach] >>> VALID @Epoch: 590  >>>  || HITRATE@1 Avg: 0.0159 || HITRATE@5 Avg: 0.0495 || HITRATE@10 Avg: 0.0758 || NDCG@5 Avg: 0.0328 || NDCG@10 Avg: 0.0413
2023-09-22 10:06:24,661:	[Coach] >>> TEST  @Epoch: 590  >>> 
2023-09-22 10:06:26,611:	[Wall TIME] >>> ChiefCoach.train takes 1.949010 seconds ...
2023-09-22 10:06:26,689:	[Coach] >>> TRAIN @Epoch: 591  >>>  || LOSS Avg: 0.00658
2023-09-22 10:06:26,689:	[Coach] >>> VALID @Epoch: 591  >>> 
2023-09-22 10:06:26,689:	[Coach] >>> TEST  @Epoch: 591  >>> 
2023-09-22 10:06:28,719:	[Wall TIME] >>> ChiefCoach.train takes 2.029913 seconds ...
2023-09-22 10:06:28,884:	[Coach] >>> TRAIN @Epoch: 592  >>>  || LOSS Avg: 0.00644
2023-09-22 10:06:28,884:	[Coach] >>> VALID @Epoch: 592  >>> 
2023-09-22 10:06:28,884:	[Coach] >>> TEST  @Epoch: 592  >>> 
2023-09-22 10:06:30,708:	[Wall TIME] >>> ChiefCoach.train takes 1.824304 seconds ...
2023-09-22 10:06:30,779:	[Coach] >>> TRAIN @Epoch: 593  >>>  || LOSS Avg: 0.00640
2023-09-22 10:06:30,779:	[Coach] >>> VALID @Epoch: 593  >>> 
2023-09-22 10:06:30,779:	[Coach] >>> TEST  @Epoch: 593  >>> 
2023-09-22 10:06:32,484:	[Wall TIME] >>> ChiefCoach.train takes 1.705445 seconds ...
2023-09-22 10:06:32,649:	[Coach] >>> TRAIN @Epoch: 594  >>>  || LOSS Avg: 0.00645
2023-09-22 10:06:32,649:	[Coach] >>> VALID @Epoch: 594  >>> 
2023-09-22 10:06:32,649:	[Coach] >>> TEST  @Epoch: 594  >>> 
2023-09-22 10:06:34,602:	[Wall TIME] >>> ChiefCoach.train takes 1.952663 seconds ...
2023-09-22 10:06:35,936:	[Wall TIME] >>> ChiefCoach.valid takes 1.107725 seconds ...
2023-09-22 10:06:35,937:	[Coach] >>> TRAIN @Epoch: 595  >>>  || LOSS Avg: 0.00640
2023-09-22 10:06:35,937:	[Coach] >>> VALID @Epoch: 595  >>>  || HITRATE@1 Avg: 0.0155 || HITRATE@5 Avg: 0.0495 || HITRATE@10 Avg: 0.0764 || NDCG@5 Avg: 0.0327 || NDCG@10 Avg: 0.0413
2023-09-22 10:06:35,937:	[Coach] >>> TEST  @Epoch: 595  >>> 
2023-09-22 10:06:37,923:	[Wall TIME] >>> ChiefCoach.train takes 1.985804 seconds ...
2023-09-22 10:06:38,138:	[Coach] >>> TRAIN @Epoch: 596  >>>  || LOSS Avg: 0.00639
2023-09-22 10:06:38,138:	[Coach] >>> VALID @Epoch: 596  >>> 
2023-09-22 10:06:38,139:	[Coach] >>> TEST  @Epoch: 596  >>> 
2023-09-22 10:06:40,272:	[Wall TIME] >>> ChiefCoach.train takes 2.133286 seconds ...
2023-09-22 10:06:40,344:	[Coach] >>> TRAIN @Epoch: 597  >>>  || LOSS Avg: 0.00626
2023-09-22 10:06:40,345:	[Coach] >>> VALID @Epoch: 597  >>> 
2023-09-22 10:06:40,345:	[Coach] >>> TEST  @Epoch: 597  >>> 
2023-09-22 10:06:42,046:	[Wall TIME] >>> ChiefCoach.train takes 1.701335 seconds ...
2023-09-22 10:06:42,113:	[Coach] >>> TRAIN @Epoch: 598  >>>  || LOSS Avg: 0.00644
2023-09-22 10:06:42,113:	[Coach] >>> VALID @Epoch: 598  >>> 
2023-09-22 10:06:42,114:	[Coach] >>> TEST  @Epoch: 598  >>> 
2023-09-22 10:06:44,249:	[Wall TIME] >>> ChiefCoach.train takes 2.135345 seconds ...
2023-09-22 10:06:44,330:	[Coach] >>> TRAIN @Epoch: 599  >>>  || LOSS Avg: 0.00612
2023-09-22 10:06:44,330:	[Coach] >>> VALID @Epoch: 599  >>> 
2023-09-22 10:06:44,330:	[Coach] >>> TEST  @Epoch: 599  >>> 
2023-09-22 10:06:45,820:	[Wall TIME] >>> ChiefCoach.train takes 1.490234 seconds ...
2023-09-22 10:06:46,939:	[Wall TIME] >>> ChiefCoach.valid takes 1.049380 seconds ...
2023-09-22 10:06:46,939:	[Coach] >>> TRAIN @Epoch: 600  >>>  || LOSS Avg: 0.00642
2023-09-22 10:06:46,939:	[Coach] >>> VALID @Epoch: 600  >>>  || HITRATE@1 Avg: 0.0158 || HITRATE@5 Avg: 0.0502 || HITRATE@10 Avg: 0.0759 || NDCG@5 Avg: 0.0331 || NDCG@10 Avg: 0.0414
2023-09-22 10:06:46,940:	[Coach] >>> TEST  @Epoch: 600  >>> 
2023-09-22 10:06:48,648:	[Wall TIME] >>> ChiefCoach.train takes 1.708275 seconds ...
2023-09-22 10:06:48,885:	[Coach] >>> TRAIN @Epoch: 601  >>>  || LOSS Avg: 0.00637
2023-09-22 10:06:48,885:	[Coach] >>> VALID @Epoch: 601  >>> 
2023-09-22 10:06:48,885:	[Coach] >>> TEST  @Epoch: 601  >>> 
2023-09-22 10:06:50,591:	[Wall TIME] >>> ChiefCoach.train takes 1.706026 seconds ...
2023-09-22 10:06:50,811:	[Coach] >>> TRAIN @Epoch: 602  >>>  || LOSS Avg: 0.00624
2023-09-22 10:06:50,812:	[Coach] >>> VALID @Epoch: 602  >>> 
2023-09-22 10:06:50,812:	[Coach] >>> TEST  @Epoch: 602  >>> 
2023-09-22 10:06:52,422:	[Wall TIME] >>> ChiefCoach.train takes 1.610190 seconds ...
2023-09-22 10:06:52,655:	[Coach] >>> TRAIN @Epoch: 603  >>>  || LOSS Avg: 0.00626
2023-09-22 10:06:52,655:	[Coach] >>> VALID @Epoch: 603  >>> 
2023-09-22 10:06:52,655:	[Coach] >>> TEST  @Epoch: 603  >>> 
2023-09-22 10:06:54,396:	[Wall TIME] >>> ChiefCoach.train takes 1.741022 seconds ...
2023-09-22 10:06:54,462:	[Coach] >>> TRAIN @Epoch: 604  >>>  || LOSS Avg: 0.00635
2023-09-22 10:06:54,462:	[Coach] >>> VALID @Epoch: 604  >>> 
2023-09-22 10:06:54,462:	[Coach] >>> TEST  @Epoch: 604  >>> 
2023-09-22 10:06:56,331:	[Wall TIME] >>> ChiefCoach.train takes 1.868552 seconds ...
2023-09-22 10:06:57,636:	[Wall TIME] >>> ChiefCoach.valid takes 1.229753 seconds ...
2023-09-22 10:06:57,636:	[Coach] >>> TRAIN @Epoch: 605  >>>  || LOSS Avg: 0.00642
2023-09-22 10:06:57,636:	[Coach] >>> VALID @Epoch: 605  >>>  || HITRATE@1 Avg: 0.0155 || HITRATE@5 Avg: 0.0502 || HITRATE@10 Avg: 0.0765 || NDCG@5 Avg: 0.0329 || NDCG@10 Avg: 0.0414
2023-09-22 10:06:57,636:	[Coach] >>> TEST  @Epoch: 605  >>> 
2023-09-22 10:06:59,281:	[Wall TIME] >>> ChiefCoach.train takes 1.644745 seconds ...
2023-09-22 10:06:59,352:	[Coach] >>> TRAIN @Epoch: 606  >>>  || LOSS Avg: 0.00632
2023-09-22 10:06:59,352:	[Coach] >>> VALID @Epoch: 606  >>> 
2023-09-22 10:06:59,352:	[Coach] >>> TEST  @Epoch: 606  >>> 
2023-09-22 10:07:01,106:	[Wall TIME] >>> ChiefCoach.train takes 1.753929 seconds ...
2023-09-22 10:07:01,185:	[Coach] >>> TRAIN @Epoch: 607  >>>  || LOSS Avg: 0.00638
2023-09-22 10:07:01,185:	[Coach] >>> VALID @Epoch: 607  >>> 
2023-09-22 10:07:01,185:	[Coach] >>> TEST  @Epoch: 607  >>> 
2023-09-22 10:07:02,921:	[Wall TIME] >>> ChiefCoach.train takes 1.735692 seconds ...
2023-09-22 10:07:03,103:	[Coach] >>> TRAIN @Epoch: 608  >>>  || LOSS Avg: 0.00636
2023-09-22 10:07:03,103:	[Coach] >>> VALID @Epoch: 608  >>> 
2023-09-22 10:07:03,103:	[Coach] >>> TEST  @Epoch: 608  >>> 
2023-09-22 10:07:04,914:	[Wall TIME] >>> ChiefCoach.train takes 1.810934 seconds ...
2023-09-22 10:07:04,990:	[Coach] >>> TRAIN @Epoch: 609  >>>  || LOSS Avg: 0.00667
2023-09-22 10:07:04,990:	[Coach] >>> VALID @Epoch: 609  >>> 
2023-09-22 10:07:04,990:	[Coach] >>> TEST  @Epoch: 609  >>> 
2023-09-22 10:07:06,692:	[Wall TIME] >>> ChiefCoach.train takes 1.701488 seconds ...
2023-09-22 10:07:08,123:	[Wall TIME] >>> ChiefCoach.valid takes 1.021367 seconds ...
2023-09-22 10:07:08,123:	[Coach] >>> TRAIN @Epoch: 610  >>>  || LOSS Avg: 0.00630
2023-09-22 10:07:08,123:	[Coach] >>> VALID @Epoch: 610  >>>  || HITRATE@1 Avg: 0.0163 || HITRATE@5 Avg: 0.0499 || HITRATE@10 Avg: 0.0755 || NDCG@5 Avg: 0.0332 || NDCG@10 Avg: 0.0414
2023-09-22 10:07:08,124:	[Coach] >>> TEST  @Epoch: 610  >>> 
2023-09-22 10:07:10,308:	[Wall TIME] >>> ChiefCoach.train takes 2.184133 seconds ...
2023-09-22 10:07:10,434:	[Coach] >>> TRAIN @Epoch: 611  >>>  || LOSS Avg: 0.00623
2023-09-22 10:07:10,434:	[Coach] >>> VALID @Epoch: 611  >>> 
2023-09-22 10:07:10,434:	[Coach] >>> TEST  @Epoch: 611  >>> 
2023-09-22 10:07:12,347:	[Wall TIME] >>> ChiefCoach.train takes 1.912915 seconds ...
2023-09-22 10:07:12,441:	[Coach] >>> TRAIN @Epoch: 612  >>>  || LOSS Avg: 0.00648
2023-09-22 10:07:12,441:	[Coach] >>> VALID @Epoch: 612  >>> 
2023-09-22 10:07:12,442:	[Coach] >>> TEST  @Epoch: 612  >>> 
2023-09-22 10:07:14,658:	[Wall TIME] >>> ChiefCoach.train takes 2.216460 seconds ...
2023-09-22 10:07:14,931:	[Coach] >>> TRAIN @Epoch: 613  >>>  || LOSS Avg: 0.00632
2023-09-22 10:07:14,931:	[Coach] >>> VALID @Epoch: 613  >>> 
2023-09-22 10:07:14,931:	[Coach] >>> TEST  @Epoch: 613  >>> 
2023-09-22 10:07:17,122:	[Wall TIME] >>> ChiefCoach.train takes 2.190557 seconds ...
2023-09-22 10:07:17,475:	[Coach] >>> TRAIN @Epoch: 614  >>>  || LOSS Avg: 0.00634
2023-09-22 10:07:17,475:	[Coach] >>> VALID @Epoch: 614  >>> 
2023-09-22 10:07:17,475:	[Coach] >>> TEST  @Epoch: 614  >>> 
2023-09-22 10:07:19,202:	[Wall TIME] >>> ChiefCoach.train takes 1.726206 seconds ...
2023-09-22 10:07:20,310:	[Wall TIME] >>> ChiefCoach.valid takes 1.036375 seconds ...
2023-09-22 10:07:20,311:	[Coach] >>> TRAIN @Epoch: 615  >>>  || LOSS Avg: 0.00633
2023-09-22 10:07:20,311:	[Coach] >>> VALID @Epoch: 615  >>>  || HITRATE@1 Avg: 0.0159 || HITRATE@5 Avg: 0.0499 || HITRATE@10 Avg: 0.0757 || NDCG@5 Avg: 0.0329 || NDCG@10 Avg: 0.0412
2023-09-22 10:07:20,311:	[Coach] >>> TEST  @Epoch: 615  >>> 
2023-09-22 10:07:22,066:	[Wall TIME] >>> ChiefCoach.train takes 1.755248 seconds ...
2023-09-22 10:07:22,147:	[Coach] >>> TRAIN @Epoch: 616  >>>  || LOSS Avg: 0.00650
2023-09-22 10:07:22,147:	[Coach] >>> VALID @Epoch: 616  >>> 
2023-09-22 10:07:22,147:	[Coach] >>> TEST  @Epoch: 616  >>> 
2023-09-22 10:07:23,972:	[Wall TIME] >>> ChiefCoach.train takes 1.824335 seconds ...
2023-09-22 10:07:24,153:	[Coach] >>> TRAIN @Epoch: 617  >>>  || LOSS Avg: 0.00614
2023-09-22 10:07:24,153:	[Coach] >>> VALID @Epoch: 617  >>> 
2023-09-22 10:07:24,153:	[Coach] >>> TEST  @Epoch: 617  >>> 
2023-09-22 10:07:25,888:	[Wall TIME] >>> ChiefCoach.train takes 1.734378 seconds ...
2023-09-22 10:07:26,113:	[Coach] >>> TRAIN @Epoch: 618  >>>  || LOSS Avg: 0.00631
2023-09-22 10:07:26,113:	[Coach] >>> VALID @Epoch: 618  >>> 
2023-09-22 10:07:26,113:	[Coach] >>> TEST  @Epoch: 618  >>> 
2023-09-22 10:07:27,917:	[Wall TIME] >>> ChiefCoach.train takes 1.803577 seconds ...
2023-09-22 10:07:28,002:	[Coach] >>> TRAIN @Epoch: 619  >>>  || LOSS Avg: 0.00649
2023-09-22 10:07:28,002:	[Coach] >>> VALID @Epoch: 619  >>> 
2023-09-22 10:07:28,003:	[Coach] >>> TEST  @Epoch: 619  >>> 
2023-09-22 10:07:29,600:	[Wall TIME] >>> ChiefCoach.train takes 1.597361 seconds ...
2023-09-22 10:07:30,715:	[Wall TIME] >>> ChiefCoach.valid takes 1.042603 seconds ...
2023-09-22 10:07:30,716:	[Coach] >>> TRAIN @Epoch: 620  >>>  || LOSS Avg: 0.00636
2023-09-22 10:07:30,716:	[Coach] >>> VALID @Epoch: 620  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0494 || HITRATE@10 Avg: 0.0761 || NDCG@5 Avg: 0.0327 || NDCG@10 Avg: 0.0413
2023-09-22 10:07:30,716:	[Coach] >>> TEST  @Epoch: 620  >>> 
2023-09-22 10:07:32,759:	[Wall TIME] >>> ChiefCoach.train takes 2.042975 seconds ...
2023-09-22 10:07:32,829:	[Coach] >>> TRAIN @Epoch: 621  >>>  || LOSS Avg: 0.00609
2023-09-22 10:07:32,829:	[Coach] >>> VALID @Epoch: 621  >>> 
2023-09-22 10:07:32,830:	[Coach] >>> TEST  @Epoch: 621  >>> 
2023-09-22 10:07:34,832:	[Wall TIME] >>> ChiefCoach.train takes 2.002671 seconds ...
2023-09-22 10:07:34,905:	[Coach] >>> TRAIN @Epoch: 622  >>>  || LOSS Avg: 0.00642
2023-09-22 10:07:34,906:	[Coach] >>> VALID @Epoch: 622  >>> 
2023-09-22 10:07:34,906:	[Coach] >>> TEST  @Epoch: 622  >>> 
2023-09-22 10:07:36,712:	[Wall TIME] >>> ChiefCoach.train takes 1.805784 seconds ...
2023-09-22 10:07:36,783:	[Coach] >>> TRAIN @Epoch: 623  >>>  || LOSS Avg: 0.00640
2023-09-22 10:07:36,783:	[Coach] >>> VALID @Epoch: 623  >>> 
2023-09-22 10:07:36,783:	[Coach] >>> TEST  @Epoch: 623  >>> 
2023-09-22 10:07:38,669:	[Wall TIME] >>> ChiefCoach.train takes 1.885384 seconds ...
2023-09-22 10:07:38,743:	[Coach] >>> TRAIN @Epoch: 624  >>>  || LOSS Avg: 0.00604
2023-09-22 10:07:38,743:	[Coach] >>> VALID @Epoch: 624  >>> 
2023-09-22 10:07:38,743:	[Coach] >>> TEST  @Epoch: 624  >>> 
2023-09-22 10:07:40,887:	[Wall TIME] >>> ChiefCoach.train takes 2.143908 seconds ...
2023-09-22 10:07:42,026:	[Wall TIME] >>> ChiefCoach.valid takes 1.060104 seconds ...
2023-09-22 10:07:42,027:	[Coach] >>> TRAIN @Epoch: 625  >>>  || LOSS Avg: 0.00620
2023-09-22 10:07:42,027:	[Coach] >>> VALID @Epoch: 625  >>>  || HITRATE@1 Avg: 0.0155 || HITRATE@5 Avg: 0.0488 || HITRATE@10 Avg: 0.0753 || NDCG@5 Avg: 0.0324 || NDCG@10 Avg: 0.0409
2023-09-22 10:07:42,027:	[Coach] >>> TEST  @Epoch: 625  >>> 
2023-09-22 10:07:43,998:	[Wall TIME] >>> ChiefCoach.train takes 1.970820 seconds ...
2023-09-22 10:07:44,068:	[Coach] >>> TRAIN @Epoch: 626  >>>  || LOSS Avg: 0.00617
2023-09-22 10:07:44,069:	[Coach] >>> VALID @Epoch: 626  >>> 
2023-09-22 10:07:44,069:	[Coach] >>> TEST  @Epoch: 626  >>> 
2023-09-22 10:07:45,777:	[Wall TIME] >>> ChiefCoach.train takes 1.708009 seconds ...
2023-09-22 10:07:45,851:	[Coach] >>> TRAIN @Epoch: 627  >>>  || LOSS Avg: 0.00632
2023-09-22 10:07:45,851:	[Coach] >>> VALID @Epoch: 627  >>> 
2023-09-22 10:07:45,851:	[Coach] >>> TEST  @Epoch: 627  >>> 
2023-09-22 10:07:47,562:	[Wall TIME] >>> ChiefCoach.train takes 1.710334 seconds ...
2023-09-22 10:07:47,630:	[Coach] >>> TRAIN @Epoch: 628  >>>  || LOSS Avg: 0.00626
2023-09-22 10:07:47,630:	[Coach] >>> VALID @Epoch: 628  >>> 
2023-09-22 10:07:47,630:	[Coach] >>> TEST  @Epoch: 628  >>> 
2023-09-22 10:07:49,253:	[Wall TIME] >>> ChiefCoach.train takes 1.622951 seconds ...
2023-09-22 10:07:49,324:	[Coach] >>> TRAIN @Epoch: 629  >>>  || LOSS Avg: 0.00640
2023-09-22 10:07:49,324:	[Coach] >>> VALID @Epoch: 629  >>> 
2023-09-22 10:07:49,324:	[Coach] >>> TEST  @Epoch: 629  >>> 
2023-09-22 10:07:50,978:	[Wall TIME] >>> ChiefCoach.train takes 1.653741 seconds ...
2023-09-22 10:07:52,100:	[Wall TIME] >>> ChiefCoach.valid takes 1.049985 seconds ...
2023-09-22 10:07:52,101:	[Coach] >>> TRAIN @Epoch: 630  >>>  || LOSS Avg: 0.00631
2023-09-22 10:07:52,101:	[Coach] >>> VALID @Epoch: 630  >>>  || HITRATE@1 Avg: 0.0148 || HITRATE@5 Avg: 0.0494 || HITRATE@10 Avg: 0.0747 || NDCG@5 Avg: 0.0323 || NDCG@10 Avg: 0.0405
2023-09-22 10:07:52,101:	[Coach] >>> TEST  @Epoch: 630  >>> 
2023-09-22 10:07:54,034:	[Wall TIME] >>> ChiefCoach.train takes 1.933088 seconds ...
2023-09-22 10:07:54,105:	[Coach] >>> TRAIN @Epoch: 631  >>>  || LOSS Avg: 0.00645
2023-09-22 10:07:54,105:	[Coach] >>> VALID @Epoch: 631  >>> 
2023-09-22 10:07:54,105:	[Coach] >>> TEST  @Epoch: 631  >>> 
2023-09-22 10:07:55,944:	[Wall TIME] >>> ChiefCoach.train takes 1.839230 seconds ...
2023-09-22 10:07:56,013:	[Coach] >>> TRAIN @Epoch: 632  >>>  || LOSS Avg: 0.00614
2023-09-22 10:07:56,013:	[Coach] >>> VALID @Epoch: 632  >>> 
2023-09-22 10:07:56,013:	[Coach] >>> TEST  @Epoch: 632  >>> 
2023-09-22 10:07:57,840:	[Wall TIME] >>> ChiefCoach.train takes 1.827077 seconds ...
2023-09-22 10:07:57,916:	[Coach] >>> TRAIN @Epoch: 633  >>>  || LOSS Avg: 0.00621
2023-09-22 10:07:57,916:	[Coach] >>> VALID @Epoch: 633  >>> 
2023-09-22 10:07:57,916:	[Coach] >>> TEST  @Epoch: 633  >>> 
2023-09-22 10:07:59,525:	[Wall TIME] >>> ChiefCoach.train takes 1.608980 seconds ...
2023-09-22 10:07:59,603:	[Coach] >>> TRAIN @Epoch: 634  >>>  || LOSS Avg: 0.00628
2023-09-22 10:07:59,604:	[Coach] >>> VALID @Epoch: 634  >>> 
2023-09-22 10:07:59,604:	[Coach] >>> TEST  @Epoch: 634  >>> 
2023-09-22 10:08:01,569:	[Wall TIME] >>> ChiefCoach.train takes 1.965089 seconds ...
2023-09-22 10:08:02,646:	[Wall TIME] >>> ChiefCoach.valid takes 1.003549 seconds ...
2023-09-22 10:08:02,646:	[Coach] >>> TRAIN @Epoch: 635  >>>  || LOSS Avg: 0.00629
2023-09-22 10:08:02,646:	[Coach] >>> VALID @Epoch: 635  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0491 || HITRATE@10 Avg: 0.0749 || NDCG@5 Avg: 0.0325 || NDCG@10 Avg: 0.0409
2023-09-22 10:08:02,647:	[Coach] >>> TEST  @Epoch: 635  >>> 
2023-09-22 10:08:04,623:	[Wall TIME] >>> ChiefCoach.train takes 1.976709 seconds ...
2023-09-22 10:08:04,700:	[Coach] >>> TRAIN @Epoch: 636  >>>  || LOSS Avg: 0.00606
2023-09-22 10:08:04,700:	[Coach] >>> VALID @Epoch: 636  >>> 
2023-09-22 10:08:04,700:	[Coach] >>> TEST  @Epoch: 636  >>> 
2023-09-22 10:08:06,591:	[Wall TIME] >>> ChiefCoach.train takes 1.890090 seconds ...
2023-09-22 10:08:06,665:	[Coach] >>> TRAIN @Epoch: 637  >>>  || LOSS Avg: 0.00631
2023-09-22 10:08:06,665:	[Coach] >>> VALID @Epoch: 637  >>> 
2023-09-22 10:08:06,665:	[Coach] >>> TEST  @Epoch: 637  >>> 
2023-09-22 10:08:08,606:	[Wall TIME] >>> ChiefCoach.train takes 1.940853 seconds ...
2023-09-22 10:08:08,684:	[Coach] >>> TRAIN @Epoch: 638  >>>  || LOSS Avg: 0.00611
2023-09-22 10:08:08,684:	[Coach] >>> VALID @Epoch: 638  >>> 
2023-09-22 10:08:08,684:	[Coach] >>> TEST  @Epoch: 638  >>> 
2023-09-22 10:08:10,493:	[Wall TIME] >>> ChiefCoach.train takes 1.808979 seconds ...
2023-09-22 10:08:10,572:	[Coach] >>> TRAIN @Epoch: 639  >>>  || LOSS Avg: 0.00622
2023-09-22 10:08:10,572:	[Coach] >>> VALID @Epoch: 639  >>> 
2023-09-22 10:08:10,572:	[Coach] >>> TEST  @Epoch: 639  >>> 
2023-09-22 10:08:12,364:	[Wall TIME] >>> ChiefCoach.train takes 1.791221 seconds ...
2023-09-22 10:08:13,421:	[Wall TIME] >>> ChiefCoach.valid takes 0.988638 seconds ...
2023-09-22 10:08:13,422:	[Coach] >>> TRAIN @Epoch: 640  >>>  || LOSS Avg: 0.00633
2023-09-22 10:08:13,422:	[Coach] >>> VALID @Epoch: 640  >>>  || HITRATE@1 Avg: 0.0155 || HITRATE@5 Avg: 0.0496 || HITRATE@10 Avg: 0.0761 || NDCG@5 Avg: 0.0327 || NDCG@10 Avg: 0.0412
2023-09-22 10:08:13,422:	[Coach] >>> TEST  @Epoch: 640  >>> 
2023-09-22 10:08:15,177:	[Wall TIME] >>> ChiefCoach.train takes 1.754492 seconds ...
2023-09-22 10:08:15,341:	[Coach] >>> TRAIN @Epoch: 641  >>>  || LOSS Avg: 0.00636
2023-09-22 10:08:15,342:	[Coach] >>> VALID @Epoch: 641  >>> 
2023-09-22 10:08:15,342:	[Coach] >>> TEST  @Epoch: 641  >>> 
2023-09-22 10:08:17,033:	[Wall TIME] >>> ChiefCoach.train takes 1.691207 seconds ...
2023-09-22 10:08:17,112:	[Coach] >>> TRAIN @Epoch: 642  >>>  || LOSS Avg: 0.00635
2023-09-22 10:08:17,112:	[Coach] >>> VALID @Epoch: 642  >>> 
2023-09-22 10:08:17,112:	[Coach] >>> TEST  @Epoch: 642  >>> 
2023-09-22 10:08:18,788:	[Wall TIME] >>> ChiefCoach.train takes 1.675833 seconds ...
2023-09-22 10:08:18,860:	[Coach] >>> TRAIN @Epoch: 643  >>>  || LOSS Avg: 0.00626
2023-09-22 10:08:18,860:	[Coach] >>> VALID @Epoch: 643  >>> 
2023-09-22 10:08:18,860:	[Coach] >>> TEST  @Epoch: 643  >>> 
2023-09-22 10:08:20,478:	[Wall TIME] >>> ChiefCoach.train takes 1.618030 seconds ...
2023-09-22 10:08:20,546:	[Coach] >>> TRAIN @Epoch: 644  >>>  || LOSS Avg: 0.00620
2023-09-22 10:08:20,547:	[Coach] >>> VALID @Epoch: 644  >>> 
2023-09-22 10:08:20,547:	[Coach] >>> TEST  @Epoch: 644  >>> 
2023-09-22 10:08:22,507:	[Wall TIME] >>> ChiefCoach.train takes 1.960386 seconds ...
2023-09-22 10:08:23,603:	[Wall TIME] >>> ChiefCoach.valid takes 1.017921 seconds ...
2023-09-22 10:08:23,603:	[Coach] >>> TRAIN @Epoch: 645  >>>  || LOSS Avg: 0.00631
2023-09-22 10:08:23,603:	[Coach] >>> VALID @Epoch: 645  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0490 || HITRATE@10 Avg: 0.0759 || NDCG@5 Avg: 0.0324 || NDCG@10 Avg: 0.0411
2023-09-22 10:08:23,603:	[Coach] >>> TEST  @Epoch: 645  >>> 
2023-09-22 10:08:25,239:	[Wall TIME] >>> ChiefCoach.train takes 1.635321 seconds ...
2023-09-22 10:08:25,342:	[Coach] >>> TRAIN @Epoch: 646  >>>  || LOSS Avg: 0.00622
2023-09-22 10:08:25,342:	[Coach] >>> VALID @Epoch: 646  >>> 
2023-09-22 10:08:25,342:	[Coach] >>> TEST  @Epoch: 646  >>> 
2023-09-22 10:08:27,541:	[Wall TIME] >>> ChiefCoach.train takes 2.198858 seconds ...
2023-09-22 10:08:27,612:	[Coach] >>> TRAIN @Epoch: 647  >>>  || LOSS Avg: 0.00621
2023-09-22 10:08:27,612:	[Coach] >>> VALID @Epoch: 647  >>> 
2023-09-22 10:08:27,612:	[Coach] >>> TEST  @Epoch: 647  >>> 
2023-09-22 10:08:29,387:	[Wall TIME] >>> ChiefCoach.train takes 1.774754 seconds ...
2023-09-22 10:08:29,475:	[Coach] >>> TRAIN @Epoch: 648  >>>  || LOSS Avg: 0.00617
2023-09-22 10:08:29,475:	[Coach] >>> VALID @Epoch: 648  >>> 
2023-09-22 10:08:29,476:	[Coach] >>> TEST  @Epoch: 648  >>> 
2023-09-22 10:08:31,427:	[Wall TIME] >>> ChiefCoach.train takes 1.951136 seconds ...
2023-09-22 10:08:31,508:	[Coach] >>> TRAIN @Epoch: 649  >>>  || LOSS Avg: 0.00622
2023-09-22 10:08:31,508:	[Coach] >>> VALID @Epoch: 649  >>> 
2023-09-22 10:08:31,508:	[Coach] >>> TEST  @Epoch: 649  >>> 
2023-09-22 10:08:33,138:	[Wall TIME] >>> ChiefCoach.train takes 1.630183 seconds ...
2023-09-22 10:08:34,263:	[Wall TIME] >>> ChiefCoach.valid takes 1.047428 seconds ...
2023-09-22 10:08:34,264:	[Coach] >>> TRAIN @Epoch: 650  >>>  || LOSS Avg: 0.00622
2023-09-22 10:08:34,264:	[Coach] >>> VALID @Epoch: 650  >>>  || HITRATE@1 Avg: 0.0150 || HITRATE@5 Avg: 0.0493 || HITRATE@10 Avg: 0.0758 || NDCG@5 Avg: 0.0322 || NDCG@10 Avg: 0.0408
2023-09-22 10:08:34,264:	[Coach] >>> TEST  @Epoch: 650  >>> 
2023-09-22 10:08:35,923:	[Wall TIME] >>> ChiefCoach.train takes 1.658212 seconds ...
2023-09-22 10:08:36,005:	[Coach] >>> TRAIN @Epoch: 651  >>>  || LOSS Avg: 0.00623
2023-09-22 10:08:36,005:	[Coach] >>> VALID @Epoch: 651  >>> 
2023-09-22 10:08:36,005:	[Coach] >>> TEST  @Epoch: 651  >>> 
2023-09-22 10:08:38,351:	[Wall TIME] >>> ChiefCoach.train takes 2.346044 seconds ...
2023-09-22 10:08:38,424:	[Coach] >>> TRAIN @Epoch: 652  >>>  || LOSS Avg: 0.00618
2023-09-22 10:08:38,424:	[Coach] >>> VALID @Epoch: 652  >>> 
2023-09-22 10:08:38,424:	[Coach] >>> TEST  @Epoch: 652  >>> 
2023-09-22 10:08:40,109:	[Wall TIME] >>> ChiefCoach.train takes 1.684822 seconds ...
2023-09-22 10:08:40,181:	[Coach] >>> TRAIN @Epoch: 653  >>>  || LOSS Avg: 0.00618
2023-09-22 10:08:40,181:	[Coach] >>> VALID @Epoch: 653  >>> 
2023-09-22 10:08:40,181:	[Coach] >>> TEST  @Epoch: 653  >>> 
2023-09-22 10:08:41,825:	[Wall TIME] >>> ChiefCoach.train takes 1.643093 seconds ...
2023-09-22 10:08:41,900:	[Coach] >>> TRAIN @Epoch: 654  >>>  || LOSS Avg: 0.00630
2023-09-22 10:08:41,900:	[Coach] >>> VALID @Epoch: 654  >>> 
2023-09-22 10:08:41,900:	[Coach] >>> TEST  @Epoch: 654  >>> 
2023-09-22 10:08:43,704:	[Wall TIME] >>> ChiefCoach.train takes 1.803524 seconds ...
2023-09-22 10:08:44,777:	[Wall TIME] >>> ChiefCoach.valid takes 1.003389 seconds ...
2023-09-22 10:08:44,778:	[Coach] >>> TRAIN @Epoch: 655  >>>  || LOSS Avg: 0.00633
2023-09-22 10:08:44,778:	[Coach] >>> VALID @Epoch: 655  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0498 || HITRATE@10 Avg: 0.0758 || NDCG@5 Avg: 0.0324 || NDCG@10 Avg: 0.0408
2023-09-22 10:08:44,778:	[Coach] >>> TEST  @Epoch: 655  >>> 
2023-09-22 10:08:46,812:	[Wall TIME] >>> ChiefCoach.train takes 2.033655 seconds ...
2023-09-22 10:08:46,887:	[Coach] >>> TRAIN @Epoch: 656  >>>  || LOSS Avg: 0.00615
2023-09-22 10:08:46,887:	[Coach] >>> VALID @Epoch: 656  >>> 
2023-09-22 10:08:46,887:	[Coach] >>> TEST  @Epoch: 656  >>> 
2023-09-22 10:08:48,441:	[Wall TIME] >>> ChiefCoach.train takes 1.553747 seconds ...
2023-09-22 10:08:48,745:	[Coach] >>> TRAIN @Epoch: 657  >>>  || LOSS Avg: 0.00619
2023-09-22 10:08:48,745:	[Coach] >>> VALID @Epoch: 657  >>> 
2023-09-22 10:08:48,745:	[Coach] >>> TEST  @Epoch: 657  >>> 
2023-09-22 10:08:50,544:	[Wall TIME] >>> ChiefCoach.train takes 1.798427 seconds ...
2023-09-22 10:08:50,652:	[Coach] >>> TRAIN @Epoch: 658  >>>  || LOSS Avg: 0.00610
2023-09-22 10:08:50,652:	[Coach] >>> VALID @Epoch: 658  >>> 
2023-09-22 10:08:50,652:	[Coach] >>> TEST  @Epoch: 658  >>> 
2023-09-22 10:08:52,363:	[Wall TIME] >>> ChiefCoach.train takes 1.710540 seconds ...
2023-09-22 10:08:52,491:	[Coach] >>> TRAIN @Epoch: 659  >>>  || LOSS Avg: 0.00622
2023-09-22 10:08:52,743:	[Coach] >>> VALID @Epoch: 659  >>> 
2023-09-22 10:08:52,743:	[Coach] >>> TEST  @Epoch: 659  >>> 
2023-09-22 10:08:54,795:	[Wall TIME] >>> ChiefCoach.train takes 2.042692 seconds ...
2023-09-22 10:08:56,242:	[Wall TIME] >>> ChiefCoach.valid takes 1.076434 seconds ...
2023-09-22 10:08:56,243:	[Coach] >>> TRAIN @Epoch: 660  >>>  || LOSS Avg: 0.00640
2023-09-22 10:08:56,243:	[Coach] >>> VALID @Epoch: 660  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0495 || HITRATE@10 Avg: 0.0748 || NDCG@5 Avg: 0.0324 || NDCG@10 Avg: 0.0406
2023-09-22 10:08:56,243:	[Coach] >>> TEST  @Epoch: 660  >>> 
2023-09-22 10:08:58,197:	[Wall TIME] >>> ChiefCoach.train takes 1.953720 seconds ...
2023-09-22 10:08:58,643:	[Coach] >>> TRAIN @Epoch: 661  >>>  || LOSS Avg: 0.00631
2023-09-22 10:08:58,643:	[Coach] >>> VALID @Epoch: 661  >>> 
2023-09-22 10:08:58,643:	[Coach] >>> TEST  @Epoch: 661  >>> 
2023-09-22 10:09:00,860:	[Wall TIME] >>> ChiefCoach.train takes 2.216375 seconds ...
2023-09-22 10:09:01,076:	[Coach] >>> TRAIN @Epoch: 662  >>>  || LOSS Avg: 0.00624
2023-09-22 10:09:01,077:	[Coach] >>> VALID @Epoch: 662  >>> 
2023-09-22 10:09:01,077:	[Coach] >>> TEST  @Epoch: 662  >>> 
2023-09-22 10:09:02,997:	[Wall TIME] >>> ChiefCoach.train takes 1.920065 seconds ...
2023-09-22 10:09:03,084:	[Coach] >>> TRAIN @Epoch: 663  >>>  || LOSS Avg: 0.00599
2023-09-22 10:09:03,085:	[Coach] >>> VALID @Epoch: 663  >>> 
2023-09-22 10:09:03,085:	[Coach] >>> TEST  @Epoch: 663  >>> 
2023-09-22 10:09:04,877:	[Wall TIME] >>> ChiefCoach.train takes 1.792473 seconds ...
2023-09-22 10:09:04,948:	[Coach] >>> TRAIN @Epoch: 664  >>>  || LOSS Avg: 0.00626
2023-09-22 10:09:04,949:	[Coach] >>> VALID @Epoch: 664  >>> 
2023-09-22 10:09:04,949:	[Coach] >>> TEST  @Epoch: 664  >>> 
2023-09-22 10:09:06,813:	[Wall TIME] >>> ChiefCoach.train takes 1.863693 seconds ...
2023-09-22 10:09:07,942:	[Wall TIME] >>> ChiefCoach.valid takes 1.060501 seconds ...
2023-09-22 10:09:07,943:	[Coach] >>> TRAIN @Epoch: 665  >>>  || LOSS Avg: 0.00616
2023-09-22 10:09:07,943:	[Coach] >>> VALID @Epoch: 665  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0491 || HITRATE@10 Avg: 0.0756 || NDCG@5 Avg: 0.0323 || NDCG@10 Avg: 0.0408
2023-09-22 10:09:07,943:	[Coach] >>> TEST  @Epoch: 665  >>> 
2023-09-22 10:09:09,811:	[Wall TIME] >>> ChiefCoach.train takes 1.867865 seconds ...
2023-09-22 10:09:09,889:	[Coach] >>> TRAIN @Epoch: 666  >>>  || LOSS Avg: 0.00628
2023-09-22 10:09:09,889:	[Coach] >>> VALID @Epoch: 666  >>> 
2023-09-22 10:09:09,889:	[Coach] >>> TEST  @Epoch: 666  >>> 
2023-09-22 10:09:11,534:	[Wall TIME] >>> ChiefCoach.train takes 1.645150 seconds ...
2023-09-22 10:09:11,769:	[Coach] >>> TRAIN @Epoch: 667  >>>  || LOSS Avg: 0.00624
2023-09-22 10:09:11,769:	[Coach] >>> VALID @Epoch: 667  >>> 
2023-09-22 10:09:11,770:	[Coach] >>> TEST  @Epoch: 667  >>> 
2023-09-22 10:09:13,626:	[Wall TIME] >>> ChiefCoach.train takes 1.856411 seconds ...
2023-09-22 10:09:13,743:	[Coach] >>> TRAIN @Epoch: 668  >>>  || LOSS Avg: 0.00609
2023-09-22 10:09:13,744:	[Coach] >>> VALID @Epoch: 668  >>> 
2023-09-22 10:09:13,744:	[Coach] >>> TEST  @Epoch: 668  >>> 
2023-09-22 10:09:15,376:	[Wall TIME] >>> ChiefCoach.train takes 1.632190 seconds ...
2023-09-22 10:09:15,445:	[Coach] >>> TRAIN @Epoch: 669  >>>  || LOSS Avg: 0.00606
2023-09-22 10:09:15,445:	[Coach] >>> VALID @Epoch: 669  >>> 
2023-09-22 10:09:15,445:	[Coach] >>> TEST  @Epoch: 669  >>> 
2023-09-22 10:09:17,094:	[Wall TIME] >>> ChiefCoach.train takes 1.648373 seconds ...
2023-09-22 10:09:18,265:	[Wall TIME] >>> ChiefCoach.valid takes 1.050246 seconds ...
2023-09-22 10:09:18,265:	[Coach] >>> TRAIN @Epoch: 670  >>>  || LOSS Avg: 0.00606
2023-09-22 10:09:18,265:	[Coach] >>> VALID @Epoch: 670  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0487 || HITRATE@10 Avg: 0.0755 || NDCG@5 Avg: 0.0323 || NDCG@10 Avg: 0.0409
2023-09-22 10:09:18,265:	[Coach] >>> TEST  @Epoch: 670  >>> 
2023-09-22 10:09:19,948:	[Wall TIME] >>> ChiefCoach.train takes 1.682894 seconds ...
2023-09-22 10:09:20,018:	[Coach] >>> TRAIN @Epoch: 671  >>>  || LOSS Avg: 0.00625
2023-09-22 10:09:20,018:	[Coach] >>> VALID @Epoch: 671  >>> 
2023-09-22 10:09:20,018:	[Coach] >>> TEST  @Epoch: 671  >>> 
2023-09-22 10:09:21,917:	[Wall TIME] >>> ChiefCoach.train takes 1.898444 seconds ...
2023-09-22 10:09:21,988:	[Coach] >>> TRAIN @Epoch: 672  >>>  || LOSS Avg: 0.00608
2023-09-22 10:09:21,988:	[Coach] >>> VALID @Epoch: 672  >>> 
2023-09-22 10:09:21,988:	[Coach] >>> TEST  @Epoch: 672  >>> 
2023-09-22 10:09:23,825:	[Wall TIME] >>> ChiefCoach.train takes 1.835982 seconds ...
2023-09-22 10:09:23,894:	[Coach] >>> TRAIN @Epoch: 673  >>>  || LOSS Avg: 0.00606
2023-09-22 10:09:23,894:	[Coach] >>> VALID @Epoch: 673  >>> 
2023-09-22 10:09:23,894:	[Coach] >>> TEST  @Epoch: 673  >>> 
2023-09-22 10:09:25,477:	[Wall TIME] >>> ChiefCoach.train takes 1.582120 seconds ...
2023-09-22 10:09:25,771:	[Coach] >>> TRAIN @Epoch: 674  >>>  || LOSS Avg: 0.00606
2023-09-22 10:09:25,771:	[Coach] >>> VALID @Epoch: 674  >>> 
2023-09-22 10:09:25,771:	[Coach] >>> TEST  @Epoch: 674  >>> 
2023-09-22 10:09:27,480:	[Wall TIME] >>> ChiefCoach.train takes 1.708175 seconds ...
2023-09-22 10:09:28,735:	[Wall TIME] >>> ChiefCoach.valid takes 1.171478 seconds ...
2023-09-22 10:09:28,735:	[Coach] >>> TRAIN @Epoch: 675  >>>  || LOSS Avg: 0.00610
2023-09-22 10:09:28,735:	[Coach] >>> VALID @Epoch: 675  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0486 || HITRATE@10 Avg: 0.0758 || NDCG@5 Avg: 0.0320 || NDCG@10 Avg: 0.0407
2023-09-22 10:09:28,735:	[Coach] >>> TEST  @Epoch: 675  >>> 
2023-09-22 10:09:30,688:	[Wall TIME] >>> ChiefCoach.train takes 1.952474 seconds ...
2023-09-22 10:09:30,770:	[Coach] >>> TRAIN @Epoch: 676  >>>  || LOSS Avg: 0.00620
2023-09-22 10:09:30,770:	[Coach] >>> VALID @Epoch: 676  >>> 
2023-09-22 10:09:30,770:	[Coach] >>> TEST  @Epoch: 676  >>> 
2023-09-22 10:09:32,469:	[Wall TIME] >>> ChiefCoach.train takes 1.699382 seconds ...
2023-09-22 10:09:32,547:	[Coach] >>> TRAIN @Epoch: 677  >>>  || LOSS Avg: 0.00628
2023-09-22 10:09:32,547:	[Coach] >>> VALID @Epoch: 677  >>> 
2023-09-22 10:09:32,547:	[Coach] >>> TEST  @Epoch: 677  >>> 
2023-09-22 10:09:34,166:	[Wall TIME] >>> ChiefCoach.train takes 1.618191 seconds ...
2023-09-22 10:09:34,234:	[Coach] >>> TRAIN @Epoch: 678  >>>  || LOSS Avg: 0.00620
2023-09-22 10:09:34,234:	[Coach] >>> VALID @Epoch: 678  >>> 
2023-09-22 10:09:34,234:	[Coach] >>> TEST  @Epoch: 678  >>> 
2023-09-22 10:09:35,987:	[Wall TIME] >>> ChiefCoach.train takes 1.752283 seconds ...
2023-09-22 10:09:36,054:	[Coach] >>> TRAIN @Epoch: 679  >>>  || LOSS Avg: 0.00616
2023-09-22 10:09:36,054:	[Coach] >>> VALID @Epoch: 679  >>> 
2023-09-22 10:09:36,054:	[Coach] >>> TEST  @Epoch: 679  >>> 
2023-09-22 10:09:37,758:	[Wall TIME] >>> ChiefCoach.train takes 1.704146 seconds ...
2023-09-22 10:09:38,906:	[Wall TIME] >>> ChiefCoach.valid takes 1.075049 seconds ...
2023-09-22 10:09:38,906:	[Coach] >>> TRAIN @Epoch: 680  >>>  || LOSS Avg: 0.00605
2023-09-22 10:09:38,906:	[Coach] >>> VALID @Epoch: 680  >>>  || HITRATE@1 Avg: 0.0148 || HITRATE@5 Avg: 0.0492 || HITRATE@10 Avg: 0.0748 || NDCG@5 Avg: 0.0321 || NDCG@10 Avg: 0.0404
2023-09-22 10:09:38,906:	[Coach] >>> TEST  @Epoch: 680  >>> 
2023-09-22 10:09:40,706:	[Wall TIME] >>> ChiefCoach.train takes 1.800032 seconds ...
2023-09-22 10:09:40,773:	[Coach] >>> TRAIN @Epoch: 681  >>>  || LOSS Avg: 0.00604
2023-09-22 10:09:40,773:	[Coach] >>> VALID @Epoch: 681  >>> 
2023-09-22 10:09:40,774:	[Coach] >>> TEST  @Epoch: 681  >>> 
2023-09-22 10:09:42,422:	[Wall TIME] >>> ChiefCoach.train takes 1.648461 seconds ...
2023-09-22 10:09:42,492:	[Coach] >>> TRAIN @Epoch: 682  >>>  || LOSS Avg: 0.00591
2023-09-22 10:09:42,492:	[Coach] >>> VALID @Epoch: 682  >>> 
2023-09-22 10:09:42,493:	[Coach] >>> TEST  @Epoch: 682  >>> 
2023-09-22 10:09:44,143:	[Wall TIME] >>> ChiefCoach.train takes 1.650030 seconds ...
2023-09-22 10:09:44,233:	[Coach] >>> TRAIN @Epoch: 683  >>>  || LOSS Avg: 0.00598
2023-09-22 10:09:44,233:	[Coach] >>> VALID @Epoch: 683  >>> 
2023-09-22 10:09:44,233:	[Coach] >>> TEST  @Epoch: 683  >>> 
2023-09-22 10:09:45,895:	[Wall TIME] >>> ChiefCoach.train takes 1.661989 seconds ...
2023-09-22 10:09:46,068:	[Coach] >>> TRAIN @Epoch: 684  >>>  || LOSS Avg: 0.00613
2023-09-22 10:09:46,069:	[Coach] >>> VALID @Epoch: 684  >>> 
2023-09-22 10:09:46,069:	[Coach] >>> TEST  @Epoch: 684  >>> 
2023-09-22 10:09:47,962:	[Wall TIME] >>> ChiefCoach.train takes 1.893462 seconds ...
2023-09-22 10:09:49,090:	[Wall TIME] >>> ChiefCoach.valid takes 1.055885 seconds ...
2023-09-22 10:09:49,091:	[Coach] >>> TRAIN @Epoch: 685  >>>  || LOSS Avg: 0.00620
2023-09-22 10:09:49,091:	[Coach] >>> VALID @Epoch: 685  >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0493 || HITRATE@10 Avg: 0.0753 || NDCG@5 Avg: 0.0321 || NDCG@10 Avg: 0.0405
2023-09-22 10:09:49,091:	[Coach] >>> TEST  @Epoch: 685  >>> 
2023-09-22 10:09:50,795:	[Wall TIME] >>> ChiefCoach.train takes 1.704433 seconds ...
2023-09-22 10:09:51,067:	[Coach] >>> TRAIN @Epoch: 686  >>>  || LOSS Avg: 0.00611
2023-09-22 10:09:51,430:	[Coach] >>> VALID @Epoch: 686  >>> 
2023-09-22 10:09:51,430:	[Coach] >>> TEST  @Epoch: 686  >>> 
2023-09-22 10:09:53,485:	[Wall TIME] >>> ChiefCoach.train takes 2.054360 seconds ...
2023-09-22 10:09:53,560:	[Coach] >>> TRAIN @Epoch: 687  >>>  || LOSS Avg: 0.00616
2023-09-22 10:09:53,560:	[Coach] >>> VALID @Epoch: 687  >>> 
2023-09-22 10:09:53,560:	[Coach] >>> TEST  @Epoch: 687  >>> 
2023-09-22 10:09:55,209:	[Wall TIME] >>> ChiefCoach.train takes 1.648094 seconds ...
2023-09-22 10:09:55,279:	[Coach] >>> TRAIN @Epoch: 688  >>>  || LOSS Avg: 0.00615
2023-09-22 10:09:55,279:	[Coach] >>> VALID @Epoch: 688  >>> 
2023-09-22 10:09:55,279:	[Coach] >>> TEST  @Epoch: 688  >>> 
2023-09-22 10:09:57,232:	[Wall TIME] >>> ChiefCoach.train takes 1.952901 seconds ...
2023-09-22 10:09:57,299:	[Coach] >>> TRAIN @Epoch: 689  >>>  || LOSS Avg: 0.00625
2023-09-22 10:09:57,299:	[Coach] >>> VALID @Epoch: 689  >>> 
2023-09-22 10:09:57,299:	[Coach] >>> TEST  @Epoch: 689  >>> 
2023-09-22 10:09:59,103:	[Wall TIME] >>> ChiefCoach.train takes 1.802945 seconds ...
2023-09-22 10:10:00,155:	[Wall TIME] >>> ChiefCoach.valid takes 0.978105 seconds ...
2023-09-22 10:10:00,155:	[Coach] >>> TRAIN @Epoch: 690  >>>  || LOSS Avg: 0.00618
2023-09-22 10:10:00,155:	[Coach] >>> VALID @Epoch: 690  >>>  || HITRATE@1 Avg: 0.0150 || HITRATE@5 Avg: 0.0489 || HITRATE@10 Avg: 0.0756 || NDCG@5 Avg: 0.0320 || NDCG@10 Avg: 0.0406
2023-09-22 10:10:00,155:	[Coach] >>> TEST  @Epoch: 690  >>> 
2023-09-22 10:10:01,809:	[Wall TIME] >>> ChiefCoach.train takes 1.653151 seconds ...
2023-09-22 10:10:01,974:	[Coach] >>> TRAIN @Epoch: 691  >>>  || LOSS Avg: 0.00601
2023-09-22 10:10:01,974:	[Coach] >>> VALID @Epoch: 691  >>> 
2023-09-22 10:10:01,974:	[Coach] >>> TEST  @Epoch: 691  >>> 
2023-09-22 10:10:03,766:	[Wall TIME] >>> ChiefCoach.train takes 1.791926 seconds ...
2023-09-22 10:10:03,835:	[Coach] >>> TRAIN @Epoch: 692  >>>  || LOSS Avg: 0.00607
2023-09-22 10:10:03,835:	[Coach] >>> VALID @Epoch: 692  >>> 
2023-09-22 10:10:03,835:	[Coach] >>> TEST  @Epoch: 692  >>> 
2023-09-22 10:10:05,693:	[Wall TIME] >>> ChiefCoach.train takes 1.857926 seconds ...
2023-09-22 10:10:05,768:	[Coach] >>> TRAIN @Epoch: 693  >>>  || LOSS Avg: 0.00611
2023-09-22 10:10:05,768:	[Coach] >>> VALID @Epoch: 693  >>> 
2023-09-22 10:10:05,768:	[Coach] >>> TEST  @Epoch: 693  >>> 
2023-09-22 10:10:07,446:	[Wall TIME] >>> ChiefCoach.train takes 1.677765 seconds ...
2023-09-22 10:10:07,522:	[Coach] >>> TRAIN @Epoch: 694  >>>  || LOSS Avg: 0.00606
2023-09-22 10:10:07,522:	[Coach] >>> VALID @Epoch: 694  >>> 
2023-09-22 10:10:07,522:	[Coach] >>> TEST  @Epoch: 694  >>> 
2023-09-22 10:10:09,233:	[Wall TIME] >>> ChiefCoach.train takes 1.710478 seconds ...
2023-09-22 10:10:10,368:	[Wall TIME] >>> ChiefCoach.valid takes 1.058637 seconds ...
2023-09-22 10:10:10,369:	[Coach] >>> TRAIN @Epoch: 695  >>>  || LOSS Avg: 0.00622
2023-09-22 10:10:10,369:	[Coach] >>> VALID @Epoch: 695  >>>  || HITRATE@1 Avg: 0.0150 || HITRATE@5 Avg: 0.0487 || HITRATE@10 Avg: 0.0761 || NDCG@5 Avg: 0.0320 || NDCG@10 Avg: 0.0408
2023-09-22 10:10:10,369:	[Coach] >>> TEST  @Epoch: 695  >>> 
2023-09-22 10:10:12,172:	[Wall TIME] >>> ChiefCoach.train takes 1.802695 seconds ...
2023-09-22 10:10:12,244:	[Coach] >>> TRAIN @Epoch: 696  >>>  || LOSS Avg: 0.00594
2023-09-22 10:10:12,244:	[Coach] >>> VALID @Epoch: 696  >>> 
2023-09-22 10:10:12,244:	[Coach] >>> TEST  @Epoch: 696  >>> 
2023-09-22 10:10:14,216:	[Wall TIME] >>> ChiefCoach.train takes 1.971648 seconds ...
2023-09-22 10:10:14,313:	[Coach] >>> TRAIN @Epoch: 697  >>>  || LOSS Avg: 0.00611
2023-09-22 10:10:14,313:	[Coach] >>> VALID @Epoch: 697  >>> 
2023-09-22 10:10:14,313:	[Coach] >>> TEST  @Epoch: 697  >>> 
2023-09-22 10:10:16,097:	[Wall TIME] >>> ChiefCoach.train takes 1.783982 seconds ...
2023-09-22 10:10:16,187:	[Coach] >>> TRAIN @Epoch: 698  >>>  || LOSS Avg: 0.00594
2023-09-22 10:10:16,187:	[Coach] >>> VALID @Epoch: 698  >>> 
2023-09-22 10:10:16,188:	[Coach] >>> TEST  @Epoch: 698  >>> 
2023-09-22 10:10:17,907:	[Wall TIME] >>> ChiefCoach.train takes 1.719479 seconds ...
2023-09-22 10:10:17,982:	[Coach] >>> TRAIN @Epoch: 699  >>>  || LOSS Avg: 0.00615
2023-09-22 10:10:17,983:	[Coach] >>> VALID @Epoch: 699  >>> 
2023-09-22 10:10:17,983:	[Coach] >>> TEST  @Epoch: 699  >>> 
2023-09-22 10:10:19,621:	[Wall TIME] >>> ChiefCoach.train takes 1.638256 seconds ...
2023-09-22 10:10:20,798:	[Wall TIME] >>> ChiefCoach.valid takes 1.082677 seconds ...
2023-09-22 10:10:20,798:	[Coach] >>> TRAIN @Epoch: 700  >>>  || LOSS Avg: 0.00611
2023-09-22 10:10:20,798:	[Coach] >>> VALID @Epoch: 700  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0487 || HITRATE@10 Avg: 0.0757 || NDCG@5 Avg: 0.0321 || NDCG@10 Avg: 0.0408
2023-09-22 10:10:20,798:	[Coach] >>> TEST  @Epoch: 700  >>> 
2023-09-22 10:10:22,672:	[Wall TIME] >>> ChiefCoach.train takes 1.873083 seconds ...
2023-09-22 10:10:22,754:	[Coach] >>> TRAIN @Epoch: 701  >>>  || LOSS Avg: 0.00591
2023-09-22 10:10:22,754:	[Coach] >>> VALID @Epoch: 701  >>> 
2023-09-22 10:10:22,754:	[Coach] >>> TEST  @Epoch: 701  >>> 
2023-09-22 10:10:24,255:	[Wall TIME] >>> ChiefCoach.train takes 1.500702 seconds ...
2023-09-22 10:10:24,592:	[Coach] >>> TRAIN @Epoch: 702  >>>  || LOSS Avg: 0.00599
2023-09-22 10:10:24,592:	[Coach] >>> VALID @Epoch: 702  >>> 
2023-09-22 10:10:24,592:	[Coach] >>> TEST  @Epoch: 702  >>> 
2023-09-22 10:10:26,398:	[Wall TIME] >>> ChiefCoach.train takes 1.805812 seconds ...
2023-09-22 10:10:26,466:	[Coach] >>> TRAIN @Epoch: 703  >>>  || LOSS Avg: 0.00613
2023-09-22 10:10:26,466:	[Coach] >>> VALID @Epoch: 703  >>> 
2023-09-22 10:10:26,466:	[Coach] >>> TEST  @Epoch: 703  >>> 
2023-09-22 10:10:28,074:	[Wall TIME] >>> ChiefCoach.train takes 1.607414 seconds ...
2023-09-22 10:10:28,141:	[Coach] >>> TRAIN @Epoch: 704  >>>  || LOSS Avg: 0.00624
2023-09-22 10:10:28,141:	[Coach] >>> VALID @Epoch: 704  >>> 
2023-09-22 10:10:28,141:	[Coach] >>> TEST  @Epoch: 704  >>> 
2023-09-22 10:10:29,976:	[Wall TIME] >>> ChiefCoach.train takes 1.834237 seconds ...
2023-09-22 10:10:31,093:	[Wall TIME] >>> ChiefCoach.valid takes 1.027205 seconds ...
2023-09-22 10:10:31,093:	[Coach] >>> TRAIN @Epoch: 705  >>>  || LOSS Avg: 0.00629
2023-09-22 10:10:31,093:	[Coach] >>> VALID @Epoch: 705  >>>  || HITRATE@1 Avg: 0.0149 || HITRATE@5 Avg: 0.0483 || HITRATE@10 Avg: 0.0761 || NDCG@5 Avg: 0.0319 || NDCG@10 Avg: 0.0408
2023-09-22 10:10:31,093:	[Coach] >>> TEST  @Epoch: 705  >>> 
2023-09-22 10:10:33,152:	[Wall TIME] >>> ChiefCoach.train takes 2.058359 seconds ...
2023-09-22 10:10:33,223:	[Coach] >>> TRAIN @Epoch: 706  >>>  || LOSS Avg: 0.00604
2023-09-22 10:10:33,224:	[Coach] >>> VALID @Epoch: 706  >>> 
2023-09-22 10:10:33,224:	[Coach] >>> TEST  @Epoch: 706  >>> 
2023-09-22 10:10:35,143:	[Wall TIME] >>> ChiefCoach.train takes 1.918828 seconds ...
2023-09-22 10:10:35,214:	[Coach] >>> TRAIN @Epoch: 707  >>>  || LOSS Avg: 0.00606
2023-09-22 10:10:35,214:	[Coach] >>> VALID @Epoch: 707  >>> 
2023-09-22 10:10:35,214:	[Coach] >>> TEST  @Epoch: 707  >>> 
2023-09-22 10:10:37,402:	[Wall TIME] >>> ChiefCoach.train takes 2.188031 seconds ...
2023-09-22 10:10:37,496:	[Coach] >>> TRAIN @Epoch: 708  >>>  || LOSS Avg: 0.00610
2023-09-22 10:10:37,496:	[Coach] >>> VALID @Epoch: 708  >>> 
2023-09-22 10:10:37,496:	[Coach] >>> TEST  @Epoch: 708  >>> 
2023-09-22 10:10:39,285:	[Wall TIME] >>> ChiefCoach.train takes 1.788686 seconds ...
2023-09-22 10:10:39,356:	[Coach] >>> TRAIN @Epoch: 709  >>>  || LOSS Avg: 0.00600
2023-09-22 10:10:39,356:	[Coach] >>> VALID @Epoch: 709  >>> 
2023-09-22 10:10:39,356:	[Coach] >>> TEST  @Epoch: 709  >>> 
2023-09-22 10:10:40,949:	[Wall TIME] >>> ChiefCoach.train takes 1.592880 seconds ...
2023-09-22 10:10:42,073:	[Wall TIME] >>> ChiefCoach.valid takes 1.006372 seconds ...
2023-09-22 10:10:42,073:	[Coach] >>> TRAIN @Epoch: 710  >>>  || LOSS Avg: 0.00607
2023-09-22 10:10:42,073:	[Coach] >>> VALID @Epoch: 710  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0492 || HITRATE@10 Avg: 0.0751 || NDCG@5 Avg: 0.0323 || NDCG@10 Avg: 0.0407
2023-09-22 10:10:42,074:	[Coach] >>> TEST  @Epoch: 710  >>> 
2023-09-22 10:10:43,865:	[Wall TIME] >>> ChiefCoach.train takes 1.791570 seconds ...
2023-09-22 10:10:43,997:	[Coach] >>> TRAIN @Epoch: 711  >>>  || LOSS Avg: 0.00600
2023-09-22 10:10:43,998:	[Coach] >>> VALID @Epoch: 711  >>> 
2023-09-22 10:10:43,998:	[Coach] >>> TEST  @Epoch: 711  >>> 
2023-09-22 10:10:46,065:	[Wall TIME] >>> ChiefCoach.train takes 2.067491 seconds ...
2023-09-22 10:10:46,136:	[Coach] >>> TRAIN @Epoch: 712  >>>  || LOSS Avg: 0.00597
2023-09-22 10:10:46,136:	[Coach] >>> VALID @Epoch: 712  >>> 
2023-09-22 10:10:46,136:	[Coach] >>> TEST  @Epoch: 712  >>> 
2023-09-22 10:10:47,874:	[Wall TIME] >>> ChiefCoach.train takes 1.737441 seconds ...
2023-09-22 10:10:48,108:	[Coach] >>> TRAIN @Epoch: 713  >>>  || LOSS Avg: 0.00597
2023-09-22 10:10:48,109:	[Coach] >>> VALID @Epoch: 713  >>> 
2023-09-22 10:10:48,109:	[Coach] >>> TEST  @Epoch: 713  >>> 
2023-09-22 10:10:49,831:	[Wall TIME] >>> ChiefCoach.train takes 1.722213 seconds ...
2023-09-22 10:10:49,900:	[Coach] >>> TRAIN @Epoch: 714  >>>  || LOSS Avg: 0.00612
2023-09-22 10:10:49,900:	[Coach] >>> VALID @Epoch: 714  >>> 
2023-09-22 10:10:49,900:	[Coach] >>> TEST  @Epoch: 714  >>> 
2023-09-22 10:10:51,898:	[Wall TIME] >>> ChiefCoach.train takes 1.997484 seconds ...
2023-09-22 10:10:53,043:	[Wall TIME] >>> ChiefCoach.valid takes 1.048079 seconds ...
2023-09-22 10:10:53,044:	[Coach] >>> TRAIN @Epoch: 715  >>>  || LOSS Avg: 0.00590
2023-09-22 10:10:53,044:	[Coach] >>> VALID @Epoch: 715  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0486 || HITRATE@10 Avg: 0.0753 || NDCG@5 Avg: 0.0321 || NDCG@10 Avg: 0.0406
2023-09-22 10:10:53,044:	[Coach] >>> TEST  @Epoch: 715  >>> 
2023-09-22 10:10:54,576:	[Wall TIME] >>> ChiefCoach.train takes 1.532027 seconds ...
2023-09-22 10:10:54,645:	[Coach] >>> TRAIN @Epoch: 716  >>>  || LOSS Avg: 0.00628
2023-09-22 10:10:54,645:	[Coach] >>> VALID @Epoch: 716  >>> 
2023-09-22 10:10:54,645:	[Coach] >>> TEST  @Epoch: 716  >>> 
2023-09-22 10:10:56,335:	[Wall TIME] >>> ChiefCoach.train takes 1.689640 seconds ...
2023-09-22 10:10:56,418:	[Coach] >>> TRAIN @Epoch: 717  >>>  || LOSS Avg: 0.00606
2023-09-22 10:10:56,418:	[Coach] >>> VALID @Epoch: 717  >>> 
2023-09-22 10:10:56,418:	[Coach] >>> TEST  @Epoch: 717  >>> 
2023-09-22 10:10:58,103:	[Wall TIME] >>> ChiefCoach.train takes 1.683995 seconds ...
2023-09-22 10:10:58,192:	[Coach] >>> TRAIN @Epoch: 718  >>>  || LOSS Avg: 0.00603
2023-09-22 10:10:58,192:	[Coach] >>> VALID @Epoch: 718  >>> 
2023-09-22 10:10:58,192:	[Coach] >>> TEST  @Epoch: 718  >>> 
2023-09-22 10:10:59,837:	[Wall TIME] >>> ChiefCoach.train takes 1.644176 seconds ...
2023-09-22 10:10:59,999:	[Coach] >>> TRAIN @Epoch: 719  >>>  || LOSS Avg: 0.00603
2023-09-22 10:10:59,999:	[Coach] >>> VALID @Epoch: 719  >>> 
2023-09-22 10:10:59,999:	[Coach] >>> TEST  @Epoch: 719  >>> 
2023-09-22 10:11:01,728:	[Wall TIME] >>> ChiefCoach.train takes 1.728291 seconds ...
2023-09-22 10:11:03,038:	[Wall TIME] >>> ChiefCoach.valid takes 1.052226 seconds ...
2023-09-22 10:11:03,038:	[Coach] >>> TRAIN @Epoch: 720  >>>  || LOSS Avg: 0.00597
2023-09-22 10:11:03,038:	[Coach] >>> VALID @Epoch: 720  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0479 || HITRATE@10 Avg: 0.0756 || NDCG@5 Avg: 0.0318 || NDCG@10 Avg: 0.0407
2023-09-22 10:11:03,038:	[Coach] >>> TEST  @Epoch: 720  >>> 
2023-09-22 10:11:04,882:	[Wall TIME] >>> ChiefCoach.train takes 1.843640 seconds ...
2023-09-22 10:11:04,951:	[Coach] >>> TRAIN @Epoch: 721  >>>  || LOSS Avg: 0.00615
2023-09-22 10:11:04,952:	[Coach] >>> VALID @Epoch: 721  >>> 
2023-09-22 10:11:04,952:	[Coach] >>> TEST  @Epoch: 721  >>> 
2023-09-22 10:11:06,838:	[Wall TIME] >>> ChiefCoach.train takes 1.885857 seconds ...
2023-09-22 10:11:06,916:	[Coach] >>> TRAIN @Epoch: 722  >>>  || LOSS Avg: 0.00603
2023-09-22 10:11:06,916:	[Coach] >>> VALID @Epoch: 722  >>> 
2023-09-22 10:11:06,916:	[Coach] >>> TEST  @Epoch: 722  >>> 
2023-09-22 10:11:08,883:	[Wall TIME] >>> ChiefCoach.train takes 1.966877 seconds ...
2023-09-22 10:11:08,957:	[Coach] >>> TRAIN @Epoch: 723  >>>  || LOSS Avg: 0.00608
2023-09-22 10:11:08,957:	[Coach] >>> VALID @Epoch: 723  >>> 
2023-09-22 10:11:08,957:	[Coach] >>> TEST  @Epoch: 723  >>> 
2023-09-22 10:11:10,914:	[Wall TIME] >>> ChiefCoach.train takes 1.956114 seconds ...
2023-09-22 10:11:11,000:	[Coach] >>> TRAIN @Epoch: 724  >>>  || LOSS Avg: 0.00596
2023-09-22 10:11:11,000:	[Coach] >>> VALID @Epoch: 724  >>> 
2023-09-22 10:11:11,000:	[Coach] >>> TEST  @Epoch: 724  >>> 
2023-09-22 10:11:13,101:	[Wall TIME] >>> ChiefCoach.train takes 2.100575 seconds ...
2023-09-22 10:11:14,181:	[Wall TIME] >>> ChiefCoach.valid takes 1.010695 seconds ...
2023-09-22 10:11:14,181:	[Coach] >>> TRAIN @Epoch: 725  >>>  || LOSS Avg: 0.00607
2023-09-22 10:11:14,182:	[Coach] >>> VALID @Epoch: 725  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0483 || HITRATE@10 Avg: 0.0753 || NDCG@5 Avg: 0.0321 || NDCG@10 Avg: 0.0407
2023-09-22 10:11:14,182:	[Coach] >>> TEST  @Epoch: 725  >>> 
2023-09-22 10:11:15,730:	[Wall TIME] >>> ChiefCoach.train takes 1.548191 seconds ...
2023-09-22 10:11:15,807:	[Coach] >>> TRAIN @Epoch: 726  >>>  || LOSS Avg: 0.00598
2023-09-22 10:11:15,807:	[Coach] >>> VALID @Epoch: 726  >>> 
2023-09-22 10:11:15,807:	[Coach] >>> TEST  @Epoch: 726  >>> 
2023-09-22 10:11:17,825:	[Wall TIME] >>> ChiefCoach.train takes 2.017721 seconds ...
2023-09-22 10:11:17,901:	[Coach] >>> TRAIN @Epoch: 727  >>>  || LOSS Avg: 0.00607
2023-09-22 10:11:17,901:	[Coach] >>> VALID @Epoch: 727  >>> 
2023-09-22 10:11:17,901:	[Coach] >>> TEST  @Epoch: 727  >>> 
2023-09-22 10:11:19,537:	[Wall TIME] >>> ChiefCoach.train takes 1.635379 seconds ...
2023-09-22 10:11:19,604:	[Coach] >>> TRAIN @Epoch: 728  >>>  || LOSS Avg: 0.00607
2023-09-22 10:11:19,604:	[Coach] >>> VALID @Epoch: 728  >>> 
2023-09-22 10:11:19,604:	[Coach] >>> TEST  @Epoch: 728  >>> 
2023-09-22 10:11:21,430:	[Wall TIME] >>> ChiefCoach.train takes 1.825459 seconds ...
2023-09-22 10:11:21,496:	[Coach] >>> TRAIN @Epoch: 729  >>>  || LOSS Avg: 0.00601
2023-09-22 10:11:21,496:	[Coach] >>> VALID @Epoch: 729  >>> 
2023-09-22 10:11:21,496:	[Coach] >>> TEST  @Epoch: 729  >>> 
2023-09-22 10:11:23,338:	[Wall TIME] >>> ChiefCoach.train takes 1.842110 seconds ...
2023-09-22 10:11:24,395:	[Wall TIME] >>> ChiefCoach.valid takes 0.990660 seconds ...
2023-09-22 10:11:24,396:	[Coach] >>> TRAIN @Epoch: 730  >>>  || LOSS Avg: 0.00619
2023-09-22 10:11:24,396:	[Coach] >>> VALID @Epoch: 730  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0492 || HITRATE@10 Avg: 0.0756 || NDCG@5 Avg: 0.0326 || NDCG@10 Avg: 0.0411
2023-09-22 10:11:24,396:	[Coach] >>> TEST  @Epoch: 730  >>> 
2023-09-22 10:11:26,063:	[Wall TIME] >>> ChiefCoach.train takes 1.666884 seconds ...
2023-09-22 10:11:26,129:	[Coach] >>> TRAIN @Epoch: 731  >>>  || LOSS Avg: 0.00605
2023-09-22 10:11:26,130:	[Coach] >>> VALID @Epoch: 731  >>> 
2023-09-22 10:11:26,130:	[Coach] >>> TEST  @Epoch: 731  >>> 
2023-09-22 10:11:27,787:	[Wall TIME] >>> ChiefCoach.train takes 1.657465 seconds ...
2023-09-22 10:11:27,866:	[Coach] >>> TRAIN @Epoch: 732  >>>  || LOSS Avg: 0.00605
2023-09-22 10:11:27,866:	[Coach] >>> VALID @Epoch: 732  >>> 
2023-09-22 10:11:27,866:	[Coach] >>> TEST  @Epoch: 732  >>> 
2023-09-22 10:11:29,659:	[Wall TIME] >>> ChiefCoach.train takes 1.792555 seconds ...
2023-09-22 10:11:29,832:	[Coach] >>> TRAIN @Epoch: 733  >>>  || LOSS Avg: 0.00593
2023-09-22 10:11:29,832:	[Coach] >>> VALID @Epoch: 733  >>> 
2023-09-22 10:11:29,832:	[Coach] >>> TEST  @Epoch: 733  >>> 
2023-09-22 10:11:31,627:	[Wall TIME] >>> ChiefCoach.train takes 1.794594 seconds ...
2023-09-22 10:11:31,701:	[Coach] >>> TRAIN @Epoch: 734  >>>  || LOSS Avg: 0.00591
2023-09-22 10:11:31,702:	[Coach] >>> VALID @Epoch: 734  >>> 
2023-09-22 10:11:31,702:	[Coach] >>> TEST  @Epoch: 734  >>> 
2023-09-22 10:11:33,419:	[Wall TIME] >>> ChiefCoach.train takes 1.717235 seconds ...
2023-09-22 10:11:34,558:	[Wall TIME] >>> ChiefCoach.valid takes 1.018002 seconds ...
2023-09-22 10:11:34,559:	[Coach] >>> TRAIN @Epoch: 735  >>>  || LOSS Avg: 0.00595
2023-09-22 10:11:34,559:	[Coach] >>> VALID @Epoch: 735  >>>  || HITRATE@1 Avg: 0.0150 || HITRATE@5 Avg: 0.0493 || HITRATE@10 Avg: 0.0760 || NDCG@5 Avg: 0.0323 || NDCG@10 Avg: 0.0409
2023-09-22 10:11:34,559:	[Coach] >>> TEST  @Epoch: 735  >>> 
2023-09-22 10:11:36,777:	[Wall TIME] >>> ChiefCoach.train takes 2.217582 seconds ...
2023-09-22 10:11:36,881:	[Coach] >>> TRAIN @Epoch: 736  >>>  || LOSS Avg: 0.00618
2023-09-22 10:11:36,881:	[Coach] >>> VALID @Epoch: 736  >>> 
2023-09-22 10:11:36,881:	[Coach] >>> TEST  @Epoch: 736  >>> 
2023-09-22 10:11:38,651:	[Wall TIME] >>> ChiefCoach.train takes 1.768899 seconds ...
2023-09-22 10:11:38,738:	[Coach] >>> TRAIN @Epoch: 737  >>>  || LOSS Avg: 0.00593
2023-09-22 10:11:38,738:	[Coach] >>> VALID @Epoch: 737  >>> 
2023-09-22 10:11:38,738:	[Coach] >>> TEST  @Epoch: 737  >>> 
2023-09-22 10:11:40,772:	[Wall TIME] >>> ChiefCoach.train takes 2.033620 seconds ...
2023-09-22 10:11:40,839:	[Coach] >>> TRAIN @Epoch: 738  >>>  || LOSS Avg: 0.00601
2023-09-22 10:11:40,839:	[Coach] >>> VALID @Epoch: 738  >>> 
2023-09-22 10:11:40,839:	[Coach] >>> TEST  @Epoch: 738  >>> 
2023-09-22 10:11:42,710:	[Wall TIME] >>> ChiefCoach.train takes 1.870859 seconds ...
2023-09-22 10:11:42,776:	[Coach] >>> TRAIN @Epoch: 739  >>>  || LOSS Avg: 0.00583
2023-09-22 10:11:42,776:	[Coach] >>> VALID @Epoch: 739  >>> 
2023-09-22 10:11:42,776:	[Coach] >>> TEST  @Epoch: 739  >>> 
2023-09-22 10:11:44,721:	[Wall TIME] >>> ChiefCoach.train takes 1.944138 seconds ...
2023-09-22 10:11:45,840:	[Wall TIME] >>> ChiefCoach.valid takes 1.008954 seconds ...
2023-09-22 10:11:45,840:	[Coach] >>> TRAIN @Epoch: 740  >>>  || LOSS Avg: 0.00619
2023-09-22 10:11:45,840:	[Coach] >>> VALID @Epoch: 740  >>>  || HITRATE@1 Avg: 0.0155 || HITRATE@5 Avg: 0.0493 || HITRATE@10 Avg: 0.0764 || NDCG@5 Avg: 0.0326 || NDCG@10 Avg: 0.0413
2023-09-22 10:11:45,841:	[Coach] >>> TEST  @Epoch: 740  >>> 
2023-09-22 10:11:47,785:	[Wall TIME] >>> ChiefCoach.train takes 1.944056 seconds ...
2023-09-22 10:11:47,858:	[Coach] >>> TRAIN @Epoch: 741  >>>  || LOSS Avg: 0.00595
2023-09-22 10:11:47,858:	[Coach] >>> VALID @Epoch: 741  >>> 
2023-09-22 10:11:47,858:	[Coach] >>> TEST  @Epoch: 741  >>> 
2023-09-22 10:11:49,440:	[Wall TIME] >>> ChiefCoach.train takes 1.581439 seconds ...
2023-09-22 10:11:49,536:	[Coach] >>> TRAIN @Epoch: 742  >>>  || LOSS Avg: 0.00576
2023-09-22 10:11:49,536:	[Coach] >>> VALID @Epoch: 742  >>> 
2023-09-22 10:11:49,536:	[Coach] >>> TEST  @Epoch: 742  >>> 
2023-09-22 10:11:51,501:	[Wall TIME] >>> ChiefCoach.train takes 1.964508 seconds ...
2023-09-22 10:11:51,577:	[Coach] >>> TRAIN @Epoch: 743  >>>  || LOSS Avg: 0.00590
2023-09-22 10:11:51,577:	[Coach] >>> VALID @Epoch: 743  >>> 
2023-09-22 10:11:51,577:	[Coach] >>> TEST  @Epoch: 743  >>> 
2023-09-22 10:11:53,212:	[Wall TIME] >>> ChiefCoach.train takes 1.635119 seconds ...
2023-09-22 10:11:53,291:	[Coach] >>> TRAIN @Epoch: 744  >>>  || LOSS Avg: 0.00591
2023-09-22 10:11:53,292:	[Coach] >>> VALID @Epoch: 744  >>> 
2023-09-22 10:11:53,292:	[Coach] >>> TEST  @Epoch: 744  >>> 
2023-09-22 10:11:54,968:	[Wall TIME] >>> ChiefCoach.train takes 1.676586 seconds ...
2023-09-22 10:11:56,245:	[Wall TIME] >>> ChiefCoach.valid takes 1.204050 seconds ...
2023-09-22 10:11:56,245:	[Coach] >>> TRAIN @Epoch: 745  >>>  || LOSS Avg: 0.00602
2023-09-22 10:11:56,245:	[Coach] >>> VALID @Epoch: 745  >>>  || HITRATE@1 Avg: 0.0150 || HITRATE@5 Avg: 0.0493 || HITRATE@10 Avg: 0.0761 || NDCG@5 Avg: 0.0325 || NDCG@10 Avg: 0.0411
2023-09-22 10:11:56,245:	[Coach] >>> TEST  @Epoch: 745  >>> 
2023-09-22 10:11:58,128:	[Wall TIME] >>> ChiefCoach.train takes 1.882817 seconds ...
2023-09-22 10:11:58,212:	[Coach] >>> TRAIN @Epoch: 746  >>>  || LOSS Avg: 0.00596
2023-09-22 10:11:58,212:	[Coach] >>> VALID @Epoch: 746  >>> 
2023-09-22 10:11:58,212:	[Coach] >>> TEST  @Epoch: 746  >>> 
2023-09-22 10:11:59,869:	[Wall TIME] >>> ChiefCoach.train takes 1.657110 seconds ...
2023-09-22 10:11:59,945:	[Coach] >>> TRAIN @Epoch: 747  >>>  || LOSS Avg: 0.00597
2023-09-22 10:11:59,946:	[Coach] >>> VALID @Epoch: 747  >>> 
2023-09-22 10:11:59,946:	[Coach] >>> TEST  @Epoch: 747  >>> 
2023-09-22 10:12:01,685:	[Wall TIME] >>> ChiefCoach.train takes 1.739550 seconds ...
2023-09-22 10:12:01,768:	[Coach] >>> TRAIN @Epoch: 748  >>>  || LOSS Avg: 0.00595
2023-09-22 10:12:01,768:	[Coach] >>> VALID @Epoch: 748  >>> 
2023-09-22 10:12:01,768:	[Coach] >>> TEST  @Epoch: 748  >>> 
2023-09-22 10:12:03,427:	[Wall TIME] >>> ChiefCoach.train takes 1.658858 seconds ...
2023-09-22 10:12:03,504:	[Coach] >>> TRAIN @Epoch: 749  >>>  || LOSS Avg: 0.00586
2023-09-22 10:12:03,505:	[Coach] >>> VALID @Epoch: 749  >>> 
2023-09-22 10:12:03,505:	[Coach] >>> TEST  @Epoch: 749  >>> 
2023-09-22 10:12:05,163:	[Wall TIME] >>> ChiefCoach.train takes 1.657807 seconds ...
2023-09-22 10:12:06,262:	[Wall TIME] >>> ChiefCoach.valid takes 1.029987 seconds ...
2023-09-22 10:12:06,263:	[Coach] >>> TRAIN @Epoch: 750  >>>  || LOSS Avg: 0.00587
2023-09-22 10:12:06,263:	[Coach] >>> VALID @Epoch: 750  >>>  || HITRATE@1 Avg: 0.0153 || HITRATE@5 Avg: 0.0494 || HITRATE@10 Avg: 0.0756 || NDCG@5 Avg: 0.0325 || NDCG@10 Avg: 0.0410
2023-09-22 10:12:06,263:	[Coach] >>> TEST  @Epoch: 750  >>> 
2023-09-22 10:12:07,783:	[Wall TIME] >>> ChiefCoach.train takes 1.519802 seconds ...
2023-09-22 10:12:08,024:	[Coach] >>> TRAIN @Epoch: 751  >>>  || LOSS Avg: 0.00591
2023-09-22 10:12:08,025:	[Coach] >>> VALID @Epoch: 751  >>> 
2023-09-22 10:12:08,025:	[Coach] >>> TEST  @Epoch: 751  >>> 
2023-09-22 10:12:09,804:	[Wall TIME] >>> ChiefCoach.train takes 1.779259 seconds ...
2023-09-22 10:12:09,974:	[Coach] >>> TRAIN @Epoch: 752  >>>  || LOSS Avg: 0.00589
2023-09-22 10:12:09,974:	[Coach] >>> VALID @Epoch: 752  >>> 
2023-09-22 10:12:09,975:	[Coach] >>> TEST  @Epoch: 752  >>> 
2023-09-22 10:12:11,837:	[Wall TIME] >>> ChiefCoach.train takes 1.861932 seconds ...
2023-09-22 10:12:11,906:	[Coach] >>> TRAIN @Epoch: 753  >>>  || LOSS Avg: 0.00617
2023-09-22 10:12:11,906:	[Coach] >>> VALID @Epoch: 753  >>> 
2023-09-22 10:12:11,906:	[Coach] >>> TEST  @Epoch: 753  >>> 
2023-09-22 10:12:13,580:	[Wall TIME] >>> ChiefCoach.train takes 1.672976 seconds ...
2023-09-22 10:12:13,709:	[Coach] >>> TRAIN @Epoch: 754  >>>  || LOSS Avg: 0.00593
2023-09-22 10:12:13,709:	[Coach] >>> VALID @Epoch: 754  >>> 
2023-09-22 10:12:13,709:	[Coach] >>> TEST  @Epoch: 754  >>> 
2023-09-22 10:12:15,702:	[Wall TIME] >>> ChiefCoach.train takes 1.992143 seconds ...
2023-09-22 10:12:16,821:	[Wall TIME] >>> ChiefCoach.valid takes 1.050273 seconds ...
2023-09-22 10:12:16,821:	[Coach] >>> TRAIN @Epoch: 755  >>>  || LOSS Avg: 0.00597
2023-09-22 10:12:16,821:	[Coach] >>> VALID @Epoch: 755  >>>  || HITRATE@1 Avg: 0.0153 || HITRATE@5 Avg: 0.0496 || HITRATE@10 Avg: 0.0762 || NDCG@5 Avg: 0.0327 || NDCG@10 Avg: 0.0412
2023-09-22 10:12:16,821:	[Coach] >>> TEST  @Epoch: 755  >>> 
2023-09-22 10:12:18,552:	[Wall TIME] >>> ChiefCoach.train takes 1.730568 seconds ...
2023-09-22 10:12:18,625:	[Coach] >>> TRAIN @Epoch: 756  >>>  || LOSS Avg: 0.00608
2023-09-22 10:12:18,626:	[Coach] >>> VALID @Epoch: 756  >>> 
2023-09-22 10:12:18,626:	[Coach] >>> TEST  @Epoch: 756  >>> 
2023-09-22 10:12:20,762:	[Wall TIME] >>> ChiefCoach.train takes 2.135748 seconds ...
2023-09-22 10:12:20,830:	[Coach] >>> TRAIN @Epoch: 757  >>>  || LOSS Avg: 0.00580
2023-09-22 10:12:20,831:	[Coach] >>> VALID @Epoch: 757  >>> 
2023-09-22 10:12:20,831:	[Coach] >>> TEST  @Epoch: 757  >>> 
2023-09-22 10:12:22,579:	[Wall TIME] >>> ChiefCoach.train takes 1.747723 seconds ...
2023-09-22 10:12:22,660:	[Coach] >>> TRAIN @Epoch: 758  >>>  || LOSS Avg: 0.00587
2023-09-22 10:12:22,660:	[Coach] >>> VALID @Epoch: 758  >>> 
2023-09-22 10:12:22,660:	[Coach] >>> TEST  @Epoch: 758  >>> 
2023-09-22 10:12:24,624:	[Wall TIME] >>> ChiefCoach.train takes 1.963408 seconds ...
2023-09-22 10:12:24,698:	[Coach] >>> TRAIN @Epoch: 759  >>>  || LOSS Avg: 0.00598
2023-09-22 10:12:24,698:	[Coach] >>> VALID @Epoch: 759  >>> 
2023-09-22 10:12:24,698:	[Coach] >>> TEST  @Epoch: 759  >>> 
2023-09-22 10:12:26,509:	[Wall TIME] >>> ChiefCoach.train takes 1.810929 seconds ...
2023-09-22 10:12:27,692:	[Wall TIME] >>> ChiefCoach.valid takes 1.052562 seconds ...
2023-09-22 10:12:27,692:	[Coach] >>> TRAIN @Epoch: 760  >>>  || LOSS Avg: 0.00582
2023-09-22 10:12:27,692:	[Coach] >>> VALID @Epoch: 760  >>>  || HITRATE@1 Avg: 0.0148 || HITRATE@5 Avg: 0.0496 || HITRATE@10 Avg: 0.0756 || NDCG@5 Avg: 0.0324 || NDCG@10 Avg: 0.0408
2023-09-22 10:12:27,693:	[Coach] >>> TEST  @Epoch: 760  >>> 
2023-09-22 10:12:29,628:	[Wall TIME] >>> ChiefCoach.train takes 1.935783 seconds ...
2023-09-22 10:12:30,008:	[Coach] >>> TRAIN @Epoch: 761  >>>  || LOSS Avg: 0.00579
2023-09-22 10:12:30,009:	[Coach] >>> VALID @Epoch: 761  >>> 
2023-09-22 10:12:30,009:	[Coach] >>> TEST  @Epoch: 761  >>> 
2023-09-22 10:12:31,722:	[Wall TIME] >>> ChiefCoach.train takes 1.712529 seconds ...
2023-09-22 10:12:32,209:	[Coach] >>> TRAIN @Epoch: 762  >>>  || LOSS Avg: 0.00582
2023-09-22 10:12:32,209:	[Coach] >>> VALID @Epoch: 762  >>> 
2023-09-22 10:12:32,209:	[Coach] >>> TEST  @Epoch: 762  >>> 
2023-09-22 10:12:34,137:	[Wall TIME] >>> ChiefCoach.train takes 1.928035 seconds ...
2023-09-22 10:12:34,212:	[Coach] >>> TRAIN @Epoch: 763  >>>  || LOSS Avg: 0.00597
2023-09-22 10:12:34,213:	[Coach] >>> VALID @Epoch: 763  >>> 
2023-09-22 10:12:34,213:	[Coach] >>> TEST  @Epoch: 763  >>> 
2023-09-22 10:12:36,090:	[Wall TIME] >>> ChiefCoach.train takes 1.877325 seconds ...
2023-09-22 10:12:36,156:	[Coach] >>> TRAIN @Epoch: 764  >>>  || LOSS Avg: 0.00593
2023-09-22 10:12:36,156:	[Coach] >>> VALID @Epoch: 764  >>> 
2023-09-22 10:12:36,156:	[Coach] >>> TEST  @Epoch: 764  >>> 
2023-09-22 10:12:37,853:	[Wall TIME] >>> ChiefCoach.train takes 1.696360 seconds ...
2023-09-22 10:12:39,019:	[Wall TIME] >>> ChiefCoach.valid takes 1.099625 seconds ...
2023-09-22 10:12:39,019:	[Coach] >>> TRAIN @Epoch: 765  >>>  || LOSS Avg: 0.00600
2023-09-22 10:12:39,020:	[Coach] >>> VALID @Epoch: 765  >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0502 || HITRATE@10 Avg: 0.0753 || NDCG@5 Avg: 0.0329 || NDCG@10 Avg: 0.0410
2023-09-22 10:12:39,020:	[Coach] >>> TEST  @Epoch: 765  >>> 
2023-09-22 10:12:40,835:	[Wall TIME] >>> ChiefCoach.train takes 1.814679 seconds ...
2023-09-22 10:12:40,910:	[Coach] >>> TRAIN @Epoch: 766  >>>  || LOSS Avg: 0.00615
2023-09-22 10:12:40,910:	[Coach] >>> VALID @Epoch: 766  >>> 
2023-09-22 10:12:40,910:	[Coach] >>> TEST  @Epoch: 766  >>> 
2023-09-22 10:12:42,966:	[Wall TIME] >>> ChiefCoach.train takes 2.056121 seconds ...
2023-09-22 10:12:43,143:	[Coach] >>> TRAIN @Epoch: 767  >>>  || LOSS Avg: 0.00592
2023-09-22 10:12:43,143:	[Coach] >>> VALID @Epoch: 767  >>> 
2023-09-22 10:12:43,143:	[Coach] >>> TEST  @Epoch: 767  >>> 
2023-09-22 10:12:45,007:	[Wall TIME] >>> ChiefCoach.train takes 1.863896 seconds ...
2023-09-22 10:12:45,074:	[Coach] >>> TRAIN @Epoch: 768  >>>  || LOSS Avg: 0.00590
2023-09-22 10:12:45,074:	[Coach] >>> VALID @Epoch: 768  >>> 
2023-09-22 10:12:45,074:	[Coach] >>> TEST  @Epoch: 768  >>> 
2023-09-22 10:12:46,814:	[Wall TIME] >>> ChiefCoach.train takes 1.739766 seconds ...
2023-09-22 10:12:46,885:	[Coach] >>> TRAIN @Epoch: 769  >>>  || LOSS Avg: 0.00594
2023-09-22 10:12:46,885:	[Coach] >>> VALID @Epoch: 769  >>> 
2023-09-22 10:12:46,885:	[Coach] >>> TEST  @Epoch: 769  >>> 
2023-09-22 10:12:48,626:	[Wall TIME] >>> ChiefCoach.train takes 1.740026 seconds ...
2023-09-22 10:12:49,755:	[Wall TIME] >>> ChiefCoach.valid takes 1.053205 seconds ...
2023-09-22 10:12:49,755:	[Coach] >>> TRAIN @Epoch: 770  >>>  || LOSS Avg: 0.00587
2023-09-22 10:12:49,756:	[Coach] >>> VALID @Epoch: 770  >>>  || HITRATE@1 Avg: 0.0151 || HITRATE@5 Avg: 0.0510 || HITRATE@10 Avg: 0.0757 || NDCG@5 Avg: 0.0331 || NDCG@10 Avg: 0.0411
2023-09-22 10:12:49,756:	[Coach] >>> TEST  @Epoch: 770  >>> 
2023-09-22 10:12:51,608:	[Wall TIME] >>> ChiefCoach.train takes 1.852473 seconds ...
2023-09-22 10:12:51,833:	[Coach] >>> TRAIN @Epoch: 771  >>>  || LOSS Avg: 0.00595
2023-09-22 10:12:51,833:	[Coach] >>> VALID @Epoch: 771  >>> 
2023-09-22 10:12:51,833:	[Coach] >>> TEST  @Epoch: 771  >>> 
2023-09-22 10:12:53,670:	[Wall TIME] >>> ChiefCoach.train takes 1.837089 seconds ...
2023-09-22 10:12:53,746:	[Coach] >>> TRAIN @Epoch: 772  >>>  || LOSS Avg: 0.00589
2023-09-22 10:12:53,747:	[Coach] >>> VALID @Epoch: 772  >>> 
2023-09-22 10:12:53,747:	[Coach] >>> TEST  @Epoch: 772  >>> 
2023-09-22 10:12:55,489:	[Wall TIME] >>> ChiefCoach.train takes 1.742072 seconds ...
2023-09-22 10:12:55,571:	[Coach] >>> TRAIN @Epoch: 773  >>>  || LOSS Avg: 0.00588
2023-09-22 10:12:55,571:	[Coach] >>> VALID @Epoch: 773  >>> 
2023-09-22 10:12:55,571:	[Coach] >>> TEST  @Epoch: 773  >>> 
2023-09-22 10:12:57,383:	[Wall TIME] >>> ChiefCoach.train takes 1.811139 seconds ...
2023-09-22 10:12:57,454:	[Coach] >>> TRAIN @Epoch: 774  >>>  || LOSS Avg: 0.00587
2023-09-22 10:12:57,454:	[Coach] >>> VALID @Epoch: 774  >>> 
2023-09-22 10:12:57,454:	[Coach] >>> TEST  @Epoch: 774  >>> 
2023-09-22 10:12:59,082:	[Wall TIME] >>> ChiefCoach.train takes 1.627471 seconds ...
2023-09-22 10:13:00,204:	[Wall TIME] >>> ChiefCoach.valid takes 1.044981 seconds ...
2023-09-22 10:13:00,205:	[Coach] >>> TRAIN @Epoch: 775  >>>  || LOSS Avg: 0.00569
2023-09-22 10:13:00,205:	[Coach] >>> VALID @Epoch: 775  >>>  || HITRATE@1 Avg: 0.0156 || HITRATE@5 Avg: 0.0503 || HITRATE@10 Avg: 0.0763 || NDCG@5 Avg: 0.0330 || NDCG@10 Avg: 0.0414
2023-09-22 10:13:00,205:	[Coach] >>> TEST  @Epoch: 775  >>> 
2023-09-22 10:13:02,222:	[Wall TIME] >>> ChiefCoach.train takes 2.017265 seconds ...
2023-09-22 10:13:02,474:	[Coach] >>> TRAIN @Epoch: 776  >>>  || LOSS Avg: 0.00597
2023-09-22 10:13:02,836:	[Coach] >>> VALID @Epoch: 776  >>> 
2023-09-22 10:13:02,836:	[Coach] >>> TEST  @Epoch: 776  >>> 
2023-09-22 10:13:04,594:	[Wall TIME] >>> ChiefCoach.train takes 1.757618 seconds ...
2023-09-22 10:13:04,659:	[Coach] >>> TRAIN @Epoch: 777  >>>  || LOSS Avg: 0.00595
2023-09-22 10:13:04,660:	[Coach] >>> VALID @Epoch: 777  >>> 
2023-09-22 10:13:04,660:	[Coach] >>> TEST  @Epoch: 777  >>> 
2023-09-22 10:13:06,629:	[Wall TIME] >>> ChiefCoach.train takes 1.969417 seconds ...
2023-09-22 10:13:07,119:	[Coach] >>> TRAIN @Epoch: 778  >>>  || LOSS Avg: 0.00590
2023-09-22 10:13:07,120:	[Coach] >>> VALID @Epoch: 778  >>> 
2023-09-22 10:13:07,120:	[Coach] >>> TEST  @Epoch: 778  >>> 
2023-09-22 10:13:08,841:	[Wall TIME] >>> ChiefCoach.train takes 1.721526 seconds ...
2023-09-22 10:13:09,092:	[Coach] >>> TRAIN @Epoch: 779  >>>  || LOSS Avg: 0.00582
2023-09-22 10:13:09,092:	[Coach] >>> VALID @Epoch: 779  >>> 
2023-09-22 10:13:09,092:	[Coach] >>> TEST  @Epoch: 779  >>> 
2023-09-22 10:13:10,946:	[Wall TIME] >>> ChiefCoach.train takes 1.853102 seconds ...
2023-09-22 10:13:12,087:	[Wall TIME] >>> ChiefCoach.valid takes 1.005234 seconds ...
2023-09-22 10:13:12,087:	[Coach] >>> TRAIN @Epoch: 780  >>>  || LOSS Avg: 0.00577
2023-09-22 10:13:12,087:	[Coach] >>> VALID @Epoch: 780  >>>  || HITRATE@1 Avg: 0.0159 || HITRATE@5 Avg: 0.0497 || HITRATE@10 Avg: 0.0761 || NDCG@5 Avg: 0.0329 || NDCG@10 Avg: 0.0414
2023-09-22 10:13:12,088:	[Coach] >>> TEST  @Epoch: 780  >>> 
2023-09-22 10:13:13,964:	[Wall TIME] >>> ChiefCoach.train takes 1.876378 seconds ...
2023-09-22 10:13:14,091:	[Coach] >>> TRAIN @Epoch: 781  >>>  || LOSS Avg: 0.00581
2023-09-22 10:13:14,091:	[Coach] >>> VALID @Epoch: 781  >>> 
2023-09-22 10:13:14,091:	[Coach] >>> TEST  @Epoch: 781  >>> 
2023-09-22 10:13:15,986:	[Wall TIME] >>> ChiefCoach.train takes 1.894745 seconds ...
2023-09-22 10:13:16,055:	[Coach] >>> TRAIN @Epoch: 782  >>>  || LOSS Avg: 0.00595
2023-09-22 10:13:16,055:	[Coach] >>> VALID @Epoch: 782  >>> 
2023-09-22 10:13:16,055:	[Coach] >>> TEST  @Epoch: 782  >>> 
2023-09-22 10:13:17,912:	[Wall TIME] >>> ChiefCoach.train takes 1.856734 seconds ...
2023-09-22 10:13:17,987:	[Coach] >>> TRAIN @Epoch: 783  >>>  || LOSS Avg: 0.00602
2023-09-22 10:13:17,988:	[Coach] >>> VALID @Epoch: 783  >>> 
2023-09-22 10:13:17,988:	[Coach] >>> TEST  @Epoch: 783  >>> 
2023-09-22 10:13:19,650:	[Wall TIME] >>> ChiefCoach.train takes 1.662631 seconds ...
2023-09-22 10:13:19,718:	[Coach] >>> TRAIN @Epoch: 784  >>>  || LOSS Avg: 0.00577
2023-09-22 10:13:19,718:	[Coach] >>> VALID @Epoch: 784  >>> 
2023-09-22 10:13:19,718:	[Coach] >>> TEST  @Epoch: 784  >>> 
2023-09-22 10:13:21,715:	[Wall TIME] >>> ChiefCoach.train takes 1.996799 seconds ...
2023-09-22 10:13:22,805:	[Wall TIME] >>> ChiefCoach.valid takes 1.013514 seconds ...
2023-09-22 10:13:22,805:	[Coach] >>> TRAIN @Epoch: 785  >>>  || LOSS Avg: 0.00577
2023-09-22 10:13:22,806:	[Coach] >>> VALID @Epoch: 785  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0504 || HITRATE@10 Avg: 0.0769 || NDCG@5 Avg: 0.0331 || NDCG@10 Avg: 0.0416
2023-09-22 10:13:22,806:	[Coach] >>> TEST  @Epoch: 785  >>> 
2023-09-22 10:13:24,644:	[Wall TIME] >>> ChiefCoach.train takes 1.837928 seconds ...
2023-09-22 10:13:24,874:	[Coach] >>> TRAIN @Epoch: 786  >>>  || LOSS Avg: 0.00585
2023-09-22 10:13:24,874:	[Coach] >>> VALID @Epoch: 786  >>> 
2023-09-22 10:13:24,874:	[Coach] >>> TEST  @Epoch: 786  >>> 
2023-09-22 10:13:26,808:	[Wall TIME] >>> ChiefCoach.train takes 1.933968 seconds ...
2023-09-22 10:13:26,895:	[Coach] >>> TRAIN @Epoch: 787  >>>  || LOSS Avg: 0.00599
2023-09-22 10:13:26,895:	[Coach] >>> VALID @Epoch: 787  >>> 
2023-09-22 10:13:26,895:	[Coach] >>> TEST  @Epoch: 787  >>> 
2023-09-22 10:13:28,835:	[Wall TIME] >>> ChiefCoach.train takes 1.939894 seconds ...
2023-09-22 10:13:29,210:	[Coach] >>> TRAIN @Epoch: 788  >>>  || LOSS Avg: 0.00584
2023-09-22 10:13:29,210:	[Coach] >>> VALID @Epoch: 788  >>> 
2023-09-22 10:13:29,211:	[Coach] >>> TEST  @Epoch: 788  >>> 
2023-09-22 10:13:30,946:	[Wall TIME] >>> ChiefCoach.train takes 1.734851 seconds ...
2023-09-22 10:13:31,072:	[Coach] >>> TRAIN @Epoch: 789  >>>  || LOSS Avg: 0.00576
2023-09-22 10:13:31,072:	[Coach] >>> VALID @Epoch: 789  >>> 
2023-09-22 10:13:31,072:	[Coach] >>> TEST  @Epoch: 789  >>> 
2023-09-22 10:13:32,973:	[Wall TIME] >>> ChiefCoach.train takes 1.900006 seconds ...
2023-09-22 10:13:34,412:	[Wall TIME] >>> ChiefCoach.valid takes 1.058706 seconds ...
2023-09-22 10:13:34,412:	[Coach] >>> Better ***NDCG@10*** of ***0.0418*** 
2023-09-22 10:13:34,437:	[Coach] >>> TRAIN @Epoch: 790  >>>  || LOSS Avg: 0.00592
2023-09-22 10:13:34,437:	[Coach] >>> VALID @Epoch: 790  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0499 || HITRATE@10 Avg: 0.0775 || NDCG@5 Avg: 0.0329 || NDCG@10 Avg: 0.0418
2023-09-22 10:13:34,437:	[Coach] >>> TEST  @Epoch: 790  >>> 
2023-09-22 10:13:36,211:	[Wall TIME] >>> ChiefCoach.train takes 1.773953 seconds ...
2023-09-22 10:13:36,305:	[Coach] >>> TRAIN @Epoch: 791  >>>  || LOSS Avg: 0.00591
2023-09-22 10:13:36,305:	[Coach] >>> VALID @Epoch: 791  >>> 
2023-09-22 10:13:36,305:	[Coach] >>> TEST  @Epoch: 791  >>> 
2023-09-22 10:13:38,161:	[Wall TIME] >>> ChiefCoach.train takes 1.855771 seconds ...
2023-09-22 10:13:38,240:	[Coach] >>> TRAIN @Epoch: 792  >>>  || LOSS Avg: 0.00589
2023-09-22 10:13:38,240:	[Coach] >>> VALID @Epoch: 792  >>> 
2023-09-22 10:13:38,240:	[Coach] >>> TEST  @Epoch: 792  >>> 
2023-09-22 10:13:39,946:	[Wall TIME] >>> ChiefCoach.train takes 1.706117 seconds ...
2023-09-22 10:13:40,020:	[Coach] >>> TRAIN @Epoch: 793  >>>  || LOSS Avg: 0.00576
2023-09-22 10:13:40,020:	[Coach] >>> VALID @Epoch: 793  >>> 
2023-09-22 10:13:40,020:	[Coach] >>> TEST  @Epoch: 793  >>> 
2023-09-22 10:13:41,988:	[Wall TIME] >>> ChiefCoach.train takes 1.967408 seconds ...
2023-09-22 10:13:42,065:	[Coach] >>> TRAIN @Epoch: 794  >>>  || LOSS Avg: 0.00589
2023-09-22 10:13:42,066:	[Coach] >>> VALID @Epoch: 794  >>> 
2023-09-22 10:13:42,066:	[Coach] >>> TEST  @Epoch: 794  >>> 
2023-09-22 10:13:43,668:	[Wall TIME] >>> ChiefCoach.train takes 1.602642 seconds ...
2023-09-22 10:13:44,750:	[Wall TIME] >>> ChiefCoach.valid takes 1.008311 seconds ...
2023-09-22 10:13:44,751:	[Coach] >>> TRAIN @Epoch: 795  >>>  || LOSS Avg: 0.00591
2023-09-22 10:13:44,751:	[Coach] >>> VALID @Epoch: 795  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0491 || HITRATE@10 Avg: 0.0770 || NDCG@5 Avg: 0.0324 || NDCG@10 Avg: 0.0414
2023-09-22 10:13:44,751:	[Coach] >>> TEST  @Epoch: 795  >>> 
2023-09-22 10:13:46,379:	[Wall TIME] >>> ChiefCoach.train takes 1.628232 seconds ...
2023-09-22 10:13:46,453:	[Coach] >>> TRAIN @Epoch: 796  >>>  || LOSS Avg: 0.00585
2023-09-22 10:13:46,453:	[Coach] >>> VALID @Epoch: 796  >>> 
2023-09-22 10:13:46,453:	[Coach] >>> TEST  @Epoch: 796  >>> 
2023-09-22 10:13:48,340:	[Wall TIME] >>> ChiefCoach.train takes 1.887004 seconds ...
2023-09-22 10:13:48,419:	[Coach] >>> TRAIN @Epoch: 797  >>>  || LOSS Avg: 0.00580
2023-09-22 10:13:48,419:	[Coach] >>> VALID @Epoch: 797  >>> 
2023-09-22 10:13:48,419:	[Coach] >>> TEST  @Epoch: 797  >>> 
2023-09-22 10:13:50,104:	[Wall TIME] >>> ChiefCoach.train takes 1.684418 seconds ...
2023-09-22 10:13:50,540:	[Coach] >>> TRAIN @Epoch: 798  >>>  || LOSS Avg: 0.00587
2023-09-22 10:13:50,540:	[Coach] >>> VALID @Epoch: 798  >>> 
2023-09-22 10:13:50,541:	[Coach] >>> TEST  @Epoch: 798  >>> 
2023-09-22 10:13:52,532:	[Wall TIME] >>> ChiefCoach.train takes 1.990726 seconds ...
2023-09-22 10:13:52,605:	[Coach] >>> TRAIN @Epoch: 799  >>>  || LOSS Avg: 0.00593
2023-09-22 10:13:52,605:	[Coach] >>> VALID @Epoch: 799  >>> 
2023-09-22 10:13:52,606:	[Coach] >>> TEST  @Epoch: 799  >>> 
2023-09-22 10:13:54,540:	[Wall TIME] >>> ChiefCoach.train takes 1.933992 seconds ...
2023-09-22 10:13:55,670:	[Wall TIME] >>> ChiefCoach.valid takes 1.056423 seconds ...
2023-09-22 10:13:55,670:	[Coach] >>> TRAIN @Epoch: 800  >>>  || LOSS Avg: 0.00592
2023-09-22 10:13:55,671:	[Coach] >>> VALID @Epoch: 800  >>>  || HITRATE@1 Avg: 0.0156 || HITRATE@5 Avg: 0.0495 || HITRATE@10 Avg: 0.0772 || NDCG@5 Avg: 0.0326 || NDCG@10 Avg: 0.0415
2023-09-22 10:13:55,671:	[Coach] >>> TEST  @Epoch: 800  >>> 
2023-09-22 10:13:57,466:	[Wall TIME] >>> ChiefCoach.train takes 1.795624 seconds ...
2023-09-22 10:13:57,539:	[Coach] >>> TRAIN @Epoch: 801  >>>  || LOSS Avg: 0.00579
2023-09-22 10:13:57,539:	[Coach] >>> VALID @Epoch: 801  >>> 
2023-09-22 10:13:57,539:	[Coach] >>> TEST  @Epoch: 801  >>> 
2023-09-22 10:13:59,521:	[Wall TIME] >>> ChiefCoach.train takes 1.982363 seconds ...
2023-09-22 10:13:59,606:	[Coach] >>> TRAIN @Epoch: 802  >>>  || LOSS Avg: 0.00590
2023-09-22 10:13:59,606:	[Coach] >>> VALID @Epoch: 802  >>> 
2023-09-22 10:13:59,607:	[Coach] >>> TEST  @Epoch: 802  >>> 
2023-09-22 10:14:01,497:	[Wall TIME] >>> ChiefCoach.train takes 1.889836 seconds ...
2023-09-22 10:14:01,569:	[Coach] >>> TRAIN @Epoch: 803  >>>  || LOSS Avg: 0.00587
2023-09-22 10:14:01,569:	[Coach] >>> VALID @Epoch: 803  >>> 
2023-09-22 10:14:01,569:	[Coach] >>> TEST  @Epoch: 803  >>> 
2023-09-22 10:14:03,191:	[Wall TIME] >>> ChiefCoach.train takes 1.621454 seconds ...
2023-09-22 10:14:03,263:	[Coach] >>> TRAIN @Epoch: 804  >>>  || LOSS Avg: 0.00590
2023-09-22 10:14:03,263:	[Coach] >>> VALID @Epoch: 804  >>> 
2023-09-22 10:14:03,263:	[Coach] >>> TEST  @Epoch: 804  >>> 
2023-09-22 10:14:04,971:	[Wall TIME] >>> ChiefCoach.train takes 1.707257 seconds ...
2023-09-22 10:14:06,124:	[Wall TIME] >>> ChiefCoach.valid takes 1.068829 seconds ...
2023-09-22 10:14:06,124:	[Coach] >>> TRAIN @Epoch: 805  >>>  || LOSS Avg: 0.00580
2023-09-22 10:14:06,124:	[Coach] >>> VALID @Epoch: 805  >>>  || HITRATE@1 Avg: 0.0155 || HITRATE@5 Avg: 0.0494 || HITRATE@10 Avg: 0.0764 || NDCG@5 Avg: 0.0325 || NDCG@10 Avg: 0.0413
2023-09-22 10:14:06,124:	[Coach] >>> TEST  @Epoch: 805  >>> 
2023-09-22 10:14:07,958:	[Wall TIME] >>> ChiefCoach.train takes 1.834034 seconds ...
2023-09-22 10:14:08,035:	[Coach] >>> TRAIN @Epoch: 806  >>>  || LOSS Avg: 0.00574
2023-09-22 10:14:08,035:	[Coach] >>> VALID @Epoch: 806  >>> 
2023-09-22 10:14:08,035:	[Coach] >>> TEST  @Epoch: 806  >>> 
2023-09-22 10:14:10,103:	[Wall TIME] >>> ChiefCoach.train takes 2.067771 seconds ...
2023-09-22 10:14:10,180:	[Coach] >>> TRAIN @Epoch: 807  >>>  || LOSS Avg: 0.00596
2023-09-22 10:14:10,180:	[Coach] >>> VALID @Epoch: 807  >>> 
2023-09-22 10:14:10,180:	[Coach] >>> TEST  @Epoch: 807  >>> 
2023-09-22 10:14:12,156:	[Wall TIME] >>> ChiefCoach.train takes 1.975746 seconds ...
2023-09-22 10:14:12,241:	[Coach] >>> TRAIN @Epoch: 808  >>>  || LOSS Avg: 0.00580
2023-09-22 10:14:12,241:	[Coach] >>> VALID @Epoch: 808  >>> 
2023-09-22 10:14:12,241:	[Coach] >>> TEST  @Epoch: 808  >>> 
2023-09-22 10:14:14,020:	[Wall TIME] >>> ChiefCoach.train takes 1.778778 seconds ...
2023-09-22 10:14:14,103:	[Coach] >>> TRAIN @Epoch: 809  >>>  || LOSS Avg: 0.00599
2023-09-22 10:14:14,104:	[Coach] >>> VALID @Epoch: 809  >>> 
2023-09-22 10:14:14,104:	[Coach] >>> TEST  @Epoch: 809  >>> 
2023-09-22 10:14:16,010:	[Wall TIME] >>> ChiefCoach.train takes 1.905952 seconds ...
2023-09-22 10:14:17,156:	[Wall TIME] >>> ChiefCoach.valid takes 1.019323 seconds ...
2023-09-22 10:14:17,156:	[Coach] >>> TRAIN @Epoch: 810  >>>  || LOSS Avg: 0.00589
2023-09-22 10:14:17,156:	[Coach] >>> VALID @Epoch: 810  >>>  || HITRATE@1 Avg: 0.0155 || HITRATE@5 Avg: 0.0495 || HITRATE@10 Avg: 0.0764 || NDCG@5 Avg: 0.0327 || NDCG@10 Avg: 0.0414
2023-09-22 10:14:17,156:	[Coach] >>> TEST  @Epoch: 810  >>> 
2023-09-22 10:14:18,843:	[Wall TIME] >>> ChiefCoach.train takes 1.686798 seconds ...
2023-09-22 10:14:18,918:	[Coach] >>> TRAIN @Epoch: 811  >>>  || LOSS Avg: 0.00587
2023-09-22 10:14:18,919:	[Coach] >>> VALID @Epoch: 811  >>> 
2023-09-22 10:14:18,919:	[Coach] >>> TEST  @Epoch: 811  >>> 
2023-09-22 10:14:20,637:	[Wall TIME] >>> ChiefCoach.train takes 1.718230 seconds ...
2023-09-22 10:14:20,741:	[Coach] >>> TRAIN @Epoch: 812  >>>  || LOSS Avg: 0.00585
2023-09-22 10:14:20,741:	[Coach] >>> VALID @Epoch: 812  >>> 
2023-09-22 10:14:20,742:	[Coach] >>> TEST  @Epoch: 812  >>> 
2023-09-22 10:14:22,799:	[Wall TIME] >>> ChiefCoach.train takes 2.056794 seconds ...
2023-09-22 10:14:22,921:	[Coach] >>> TRAIN @Epoch: 813  >>>  || LOSS Avg: 0.00593
2023-09-22 10:14:22,921:	[Coach] >>> VALID @Epoch: 813  >>> 
2023-09-22 10:14:22,921:	[Coach] >>> TEST  @Epoch: 813  >>> 
2023-09-22 10:14:24,568:	[Wall TIME] >>> ChiefCoach.train takes 1.646314 seconds ...
2023-09-22 10:14:24,662:	[Coach] >>> TRAIN @Epoch: 814  >>>  || LOSS Avg: 0.00580
2023-09-22 10:14:24,662:	[Coach] >>> VALID @Epoch: 814  >>> 
2023-09-22 10:14:24,662:	[Coach] >>> TEST  @Epoch: 814  >>> 
2023-09-22 10:14:26,493:	[Wall TIME] >>> ChiefCoach.train takes 1.831083 seconds ...
2023-09-22 10:14:27,640:	[Wall TIME] >>> ChiefCoach.valid takes 1.057889 seconds ...
2023-09-22 10:14:27,640:	[Coach] >>> TRAIN @Epoch: 815  >>>  || LOSS Avg: 0.00594
2023-09-22 10:14:27,640:	[Coach] >>> VALID @Epoch: 815  >>>  || HITRATE@1 Avg: 0.0150 || HITRATE@5 Avg: 0.0498 || HITRATE@10 Avg: 0.0758 || NDCG@5 Avg: 0.0327 || NDCG@10 Avg: 0.0410
2023-09-22 10:14:27,640:	[Coach] >>> TEST  @Epoch: 815  >>> 
2023-09-22 10:14:29,285:	[Wall TIME] >>> ChiefCoach.train takes 1.644787 seconds ...
2023-09-22 10:14:29,358:	[Coach] >>> TRAIN @Epoch: 816  >>>  || LOSS Avg: 0.00572
2023-09-22 10:14:29,358:	[Coach] >>> VALID @Epoch: 816  >>> 
2023-09-22 10:14:29,358:	[Coach] >>> TEST  @Epoch: 816  >>> 
2023-09-22 10:14:31,121:	[Wall TIME] >>> ChiefCoach.train takes 1.762023 seconds ...
2023-09-22 10:14:31,210:	[Coach] >>> TRAIN @Epoch: 817  >>>  || LOSS Avg: 0.00584
2023-09-22 10:14:31,210:	[Coach] >>> VALID @Epoch: 817  >>> 
2023-09-22 10:14:31,210:	[Coach] >>> TEST  @Epoch: 817  >>> 
2023-09-22 10:14:32,875:	[Wall TIME] >>> ChiefCoach.train takes 1.664783 seconds ...
2023-09-22 10:14:33,192:	[Coach] >>> TRAIN @Epoch: 818  >>>  || LOSS Avg: 0.00609
2023-09-22 10:14:33,192:	[Coach] >>> VALID @Epoch: 818  >>> 
2023-09-22 10:14:33,192:	[Coach] >>> TEST  @Epoch: 818  >>> 
2023-09-22 10:14:34,946:	[Wall TIME] >>> ChiefCoach.train takes 1.753934 seconds ...
2023-09-22 10:14:35,018:	[Coach] >>> TRAIN @Epoch: 819  >>>  || LOSS Avg: 0.00583
2023-09-22 10:14:35,018:	[Coach] >>> VALID @Epoch: 819  >>> 
2023-09-22 10:14:35,018:	[Coach] >>> TEST  @Epoch: 819  >>> 
2023-09-22 10:14:36,678:	[Wall TIME] >>> ChiefCoach.train takes 1.658906 seconds ...
2023-09-22 10:14:38,094:	[Wall TIME] >>> ChiefCoach.valid takes 1.338464 seconds ...
2023-09-22 10:14:38,095:	[Coach] >>> TRAIN @Epoch: 820  >>>  || LOSS Avg: 0.00590
2023-09-22 10:14:38,095:	[Coach] >>> VALID @Epoch: 820  >>>  || HITRATE@1 Avg: 0.0156 || HITRATE@5 Avg: 0.0495 || HITRATE@10 Avg: 0.0765 || NDCG@5 Avg: 0.0327 || NDCG@10 Avg: 0.0415
2023-09-22 10:14:38,095:	[Coach] >>> TEST  @Epoch: 820  >>> 
2023-09-22 10:14:39,985:	[Wall TIME] >>> ChiefCoach.train takes 1.889998 seconds ...
2023-09-22 10:14:40,061:	[Coach] >>> TRAIN @Epoch: 821  >>>  || LOSS Avg: 0.00587
2023-09-22 10:14:40,061:	[Coach] >>> VALID @Epoch: 821  >>> 
2023-09-22 10:14:40,062:	[Coach] >>> TEST  @Epoch: 821  >>> 
2023-09-22 10:14:41,766:	[Wall TIME] >>> ChiefCoach.train takes 1.704471 seconds ...
2023-09-22 10:14:41,865:	[Coach] >>> TRAIN @Epoch: 822  >>>  || LOSS Avg: 0.00565
2023-09-22 10:14:41,865:	[Coach] >>> VALID @Epoch: 822  >>> 
2023-09-22 10:14:41,866:	[Coach] >>> TEST  @Epoch: 822  >>> 
2023-09-22 10:14:43,758:	[Wall TIME] >>> ChiefCoach.train takes 1.892395 seconds ...
2023-09-22 10:14:43,837:	[Coach] >>> TRAIN @Epoch: 823  >>>  || LOSS Avg: 0.00582
2023-09-22 10:14:43,837:	[Coach] >>> VALID @Epoch: 823  >>> 
2023-09-22 10:14:43,837:	[Coach] >>> TEST  @Epoch: 823  >>> 
2023-09-22 10:14:45,359:	[Wall TIME] >>> ChiefCoach.train takes 1.521297 seconds ...
2023-09-22 10:14:45,437:	[Coach] >>> TRAIN @Epoch: 824  >>>  || LOSS Avg: 0.00585
2023-09-22 10:14:45,438:	[Coach] >>> VALID @Epoch: 824  >>> 
2023-09-22 10:14:45,438:	[Coach] >>> TEST  @Epoch: 824  >>> 
2023-09-22 10:14:47,233:	[Wall TIME] >>> ChiefCoach.train takes 1.795270 seconds ...
2023-09-22 10:14:48,613:	[Wall TIME] >>> ChiefCoach.valid takes 1.002885 seconds ...
2023-09-22 10:14:48,613:	[Coach] >>> TRAIN @Epoch: 825  >>>  || LOSS Avg: 0.00580
2023-09-22 10:14:48,614:	[Coach] >>> VALID @Epoch: 825  >>>  || HITRATE@1 Avg: 0.0155 || HITRATE@5 Avg: 0.0494 || HITRATE@10 Avg: 0.0757 || NDCG@5 Avg: 0.0327 || NDCG@10 Avg: 0.0412
2023-09-22 10:14:48,614:	[Coach] >>> TEST  @Epoch: 825  >>> 
2023-09-22 10:14:50,558:	[Wall TIME] >>> ChiefCoach.train takes 1.944617 seconds ...
2023-09-22 10:14:50,634:	[Coach] >>> TRAIN @Epoch: 826  >>>  || LOSS Avg: 0.00595
2023-09-22 10:14:50,634:	[Coach] >>> VALID @Epoch: 826  >>> 
2023-09-22 10:14:50,634:	[Coach] >>> TEST  @Epoch: 826  >>> 
2023-09-22 10:14:52,327:	[Wall TIME] >>> ChiefCoach.train takes 1.692593 seconds ...
2023-09-22 10:14:52,397:	[Coach] >>> TRAIN @Epoch: 827  >>>  || LOSS Avg: 0.00575
2023-09-22 10:14:52,397:	[Coach] >>> VALID @Epoch: 827  >>> 
2023-09-22 10:14:52,397:	[Coach] >>> TEST  @Epoch: 827  >>> 
2023-09-22 10:14:54,040:	[Wall TIME] >>> ChiefCoach.train takes 1.643339 seconds ...
2023-09-22 10:14:54,108:	[Coach] >>> TRAIN @Epoch: 828  >>>  || LOSS Avg: 0.00580
2023-09-22 10:14:54,108:	[Coach] >>> VALID @Epoch: 828  >>> 
2023-09-22 10:14:54,108:	[Coach] >>> TEST  @Epoch: 828  >>> 
2023-09-22 10:14:55,664:	[Wall TIME] >>> ChiefCoach.train takes 1.555793 seconds ...
2023-09-22 10:14:55,943:	[Coach] >>> TRAIN @Epoch: 829  >>>  || LOSS Avg: 0.00598
2023-09-22 10:14:55,943:	[Coach] >>> VALID @Epoch: 829  >>> 
2023-09-22 10:14:55,943:	[Coach] >>> TEST  @Epoch: 829  >>> 
2023-09-22 10:14:57,730:	[Wall TIME] >>> ChiefCoach.train takes 1.786973 seconds ...
2023-09-22 10:14:58,872:	[Wall TIME] >>> ChiefCoach.valid takes 1.062063 seconds ...
2023-09-22 10:14:58,873:	[Coach] >>> TRAIN @Epoch: 830  >>>  || LOSS Avg: 0.00573
2023-09-22 10:14:58,873:	[Coach] >>> VALID @Epoch: 830  >>>  || HITRATE@1 Avg: 0.0156 || HITRATE@5 Avg: 0.0500 || HITRATE@10 Avg: 0.0746 || NDCG@5 Avg: 0.0330 || NDCG@10 Avg: 0.0409
2023-09-22 10:14:58,873:	[Coach] >>> TEST  @Epoch: 830  >>> 
2023-09-22 10:15:00,674:	[Wall TIME] >>> ChiefCoach.train takes 1.800461 seconds ...
2023-09-22 10:15:00,757:	[Coach] >>> TRAIN @Epoch: 831  >>>  || LOSS Avg: 0.00572
2023-09-22 10:15:00,757:	[Coach] >>> VALID @Epoch: 831  >>> 
2023-09-22 10:15:00,757:	[Coach] >>> TEST  @Epoch: 831  >>> 
2023-09-22 10:15:02,605:	[Wall TIME] >>> ChiefCoach.train takes 1.848280 seconds ...
2023-09-22 10:15:02,681:	[Coach] >>> TRAIN @Epoch: 832  >>>  || LOSS Avg: 0.00584
2023-09-22 10:15:02,681:	[Coach] >>> VALID @Epoch: 832  >>> 
2023-09-22 10:15:02,681:	[Coach] >>> TEST  @Epoch: 832  >>> 
2023-09-22 10:15:04,818:	[Wall TIME] >>> ChiefCoach.train takes 2.136618 seconds ...
2023-09-22 10:15:04,993:	[Coach] >>> TRAIN @Epoch: 833  >>>  || LOSS Avg: 0.00573
2023-09-22 10:15:04,993:	[Coach] >>> VALID @Epoch: 833  >>> 
2023-09-22 10:15:04,993:	[Coach] >>> TEST  @Epoch: 833  >>> 
2023-09-22 10:15:06,741:	[Wall TIME] >>> ChiefCoach.train takes 1.747458 seconds ...
2023-09-22 10:15:06,825:	[Coach] >>> TRAIN @Epoch: 834  >>>  || LOSS Avg: 0.00572
2023-09-22 10:15:06,825:	[Coach] >>> VALID @Epoch: 834  >>> 
2023-09-22 10:15:06,825:	[Coach] >>> TEST  @Epoch: 834  >>> 
2023-09-22 10:15:08,835:	[Wall TIME] >>> ChiefCoach.train takes 2.009901 seconds ...
2023-09-22 10:15:10,070:	[Wall TIME] >>> ChiefCoach.valid takes 1.060021 seconds ...
2023-09-22 10:15:10,070:	[Coach] >>> TRAIN @Epoch: 835  >>>  || LOSS Avg: 0.00572
2023-09-22 10:15:10,071:	[Coach] >>> VALID @Epoch: 835  >>>  || HITRATE@1 Avg: 0.0158 || HITRATE@5 Avg: 0.0507 || HITRATE@10 Avg: 0.0750 || NDCG@5 Avg: 0.0334 || NDCG@10 Avg: 0.0412
2023-09-22 10:15:10,071:	[Coach] >>> TEST  @Epoch: 835  >>> 
2023-09-22 10:15:12,083:	[Wall TIME] >>> ChiefCoach.train takes 2.012017 seconds ...
2023-09-22 10:15:12,164:	[Coach] >>> TRAIN @Epoch: 836  >>>  || LOSS Avg: 0.00583
2023-09-22 10:15:12,164:	[Coach] >>> VALID @Epoch: 836  >>> 
2023-09-22 10:15:12,164:	[Coach] >>> TEST  @Epoch: 836  >>> 
2023-09-22 10:15:13,959:	[Wall TIME] >>> ChiefCoach.train takes 1.795053 seconds ...
2023-09-22 10:15:14,030:	[Coach] >>> TRAIN @Epoch: 837  >>>  || LOSS Avg: 0.00569
2023-09-22 10:15:14,030:	[Coach] >>> VALID @Epoch: 837  >>> 
2023-09-22 10:15:14,030:	[Coach] >>> TEST  @Epoch: 837  >>> 
2023-09-22 10:15:15,816:	[Wall TIME] >>> ChiefCoach.train takes 1.785185 seconds ...
2023-09-22 10:15:15,886:	[Coach] >>> TRAIN @Epoch: 838  >>>  || LOSS Avg: 0.00571
2023-09-22 10:15:15,886:	[Coach] >>> VALID @Epoch: 838  >>> 
2023-09-22 10:15:15,886:	[Coach] >>> TEST  @Epoch: 838  >>> 
2023-09-22 10:15:17,692:	[Wall TIME] >>> ChiefCoach.train takes 1.805465 seconds ...
2023-09-22 10:15:17,768:	[Coach] >>> TRAIN @Epoch: 839  >>>  || LOSS Avg: 0.00567
2023-09-22 10:15:17,768:	[Coach] >>> VALID @Epoch: 839  >>> 
2023-09-22 10:15:17,768:	[Coach] >>> TEST  @Epoch: 839  >>> 
2023-09-22 10:15:19,602:	[Wall TIME] >>> ChiefCoach.train takes 1.833335 seconds ...
2023-09-22 10:15:20,874:	[Wall TIME] >>> ChiefCoach.valid takes 1.017004 seconds ...
2023-09-22 10:15:20,874:	[Coach] >>> TRAIN @Epoch: 840  >>>  || LOSS Avg: 0.00584
2023-09-22 10:15:20,874:	[Coach] >>> VALID @Epoch: 840  >>>  || HITRATE@1 Avg: 0.0156 || HITRATE@5 Avg: 0.0503 || HITRATE@10 Avg: 0.0751 || NDCG@5 Avg: 0.0330 || NDCG@10 Avg: 0.0410
2023-09-22 10:15:20,874:	[Coach] >>> TEST  @Epoch: 840  >>> 
2023-09-22 10:15:22,756:	[Wall TIME] >>> ChiefCoach.train takes 1.881860 seconds ...
2023-09-22 10:15:22,827:	[Coach] >>> TRAIN @Epoch: 841  >>>  || LOSS Avg: 0.00586
2023-09-22 10:15:22,827:	[Coach] >>> VALID @Epoch: 841  >>> 
2023-09-22 10:15:22,827:	[Coach] >>> TEST  @Epoch: 841  >>> 
2023-09-22 10:15:24,551:	[Wall TIME] >>> ChiefCoach.train takes 1.723711 seconds ...
2023-09-22 10:15:24,625:	[Coach] >>> TRAIN @Epoch: 842  >>>  || LOSS Avg: 0.00587
2023-09-22 10:15:24,626:	[Coach] >>> VALID @Epoch: 842  >>> 
2023-09-22 10:15:24,626:	[Coach] >>> TEST  @Epoch: 842  >>> 
2023-09-22 10:15:26,320:	[Wall TIME] >>> ChiefCoach.train takes 1.693847 seconds ...
2023-09-22 10:15:26,403:	[Coach] >>> TRAIN @Epoch: 843  >>>  || LOSS Avg: 0.00582
2023-09-22 10:15:26,403:	[Coach] >>> VALID @Epoch: 843  >>> 
2023-09-22 10:15:26,403:	[Coach] >>> TEST  @Epoch: 843  >>> 
2023-09-22 10:15:28,384:	[Wall TIME] >>> ChiefCoach.train takes 1.981162 seconds ...
2023-09-22 10:15:28,472:	[Coach] >>> TRAIN @Epoch: 844  >>>  || LOSS Avg: 0.00581
2023-09-22 10:15:28,472:	[Coach] >>> VALID @Epoch: 844  >>> 
2023-09-22 10:15:28,472:	[Coach] >>> TEST  @Epoch: 844  >>> 
2023-09-22 10:15:30,227:	[Wall TIME] >>> ChiefCoach.train takes 1.754548 seconds ...
2023-09-22 10:15:31,351:	[Wall TIME] >>> ChiefCoach.valid takes 1.046587 seconds ...
2023-09-22 10:15:31,352:	[Coach] >>> TRAIN @Epoch: 845  >>>  || LOSS Avg: 0.00599
2023-09-22 10:15:31,352:	[Coach] >>> VALID @Epoch: 845  >>>  || HITRATE@1 Avg: 0.0153 || HITRATE@5 Avg: 0.0494 || HITRATE@10 Avg: 0.0762 || NDCG@5 Avg: 0.0326 || NDCG@10 Avg: 0.0412
2023-09-22 10:15:31,352:	[Coach] >>> TEST  @Epoch: 845  >>> 
2023-09-22 10:15:33,276:	[Wall TIME] >>> ChiefCoach.train takes 1.923987 seconds ...
2023-09-22 10:15:33,370:	[Coach] >>> TRAIN @Epoch: 846  >>>  || LOSS Avg: 0.00597
2023-09-22 10:15:33,370:	[Coach] >>> VALID @Epoch: 846  >>> 
2023-09-22 10:15:33,370:	[Coach] >>> TEST  @Epoch: 846  >>> 
2023-09-22 10:15:35,352:	[Wall TIME] >>> ChiefCoach.train takes 1.981043 seconds ...
2023-09-22 10:15:35,572:	[Coach] >>> TRAIN @Epoch: 847  >>>  || LOSS Avg: 0.00596
2023-09-22 10:15:35,572:	[Coach] >>> VALID @Epoch: 847  >>> 
2023-09-22 10:15:35,572:	[Coach] >>> TEST  @Epoch: 847  >>> 
2023-09-22 10:15:37,396:	[Wall TIME] >>> ChiefCoach.train takes 1.823542 seconds ...
2023-09-22 10:15:37,535:	[Coach] >>> TRAIN @Epoch: 848  >>>  || LOSS Avg: 0.00572
2023-09-22 10:15:37,535:	[Coach] >>> VALID @Epoch: 848  >>> 
2023-09-22 10:15:37,535:	[Coach] >>> TEST  @Epoch: 848  >>> 
2023-09-22 10:15:39,220:	[Wall TIME] >>> ChiefCoach.train takes 1.684629 seconds ...
2023-09-22 10:15:39,288:	[Coach] >>> TRAIN @Epoch: 849  >>>  || LOSS Avg: 0.00569
2023-09-22 10:15:39,288:	[Coach] >>> VALID @Epoch: 849  >>> 
2023-09-22 10:15:39,288:	[Coach] >>> TEST  @Epoch: 849  >>> 
2023-09-22 10:15:41,079:	[Wall TIME] >>> ChiefCoach.train takes 1.790354 seconds ...
2023-09-22 10:15:42,155:	[Wall TIME] >>> ChiefCoach.valid takes 1.009634 seconds ...
2023-09-22 10:15:42,155:	[Coach] >>> TRAIN @Epoch: 850  >>>  || LOSS Avg: 0.00582
2023-09-22 10:15:42,155:	[Coach] >>> VALID @Epoch: 850  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0495 || HITRATE@10 Avg: 0.0773 || NDCG@5 Avg: 0.0327 || NDCG@10 Avg: 0.0416
2023-09-22 10:15:42,155:	[Coach] >>> TEST  @Epoch: 850  >>> 
2023-09-22 10:15:43,824:	[Wall TIME] >>> ChiefCoach.train takes 1.668418 seconds ...
2023-09-22 10:15:43,902:	[Coach] >>> TRAIN @Epoch: 851  >>>  || LOSS Avg: 0.00581
2023-09-22 10:15:43,902:	[Coach] >>> VALID @Epoch: 851  >>> 
2023-09-22 10:15:43,902:	[Coach] >>> TEST  @Epoch: 851  >>> 
2023-09-22 10:15:45,556:	[Wall TIME] >>> ChiefCoach.train takes 1.654056 seconds ...
2023-09-22 10:15:45,623:	[Coach] >>> TRAIN @Epoch: 852  >>>  || LOSS Avg: 0.00577
2023-09-22 10:15:45,623:	[Coach] >>> VALID @Epoch: 852  >>> 
2023-09-22 10:15:45,623:	[Coach] >>> TEST  @Epoch: 852  >>> 
2023-09-22 10:15:47,201:	[Wall TIME] >>> ChiefCoach.train takes 1.577920 seconds ...
2023-09-22 10:15:47,269:	[Coach] >>> TRAIN @Epoch: 853  >>>  || LOSS Avg: 0.00576
2023-09-22 10:15:47,269:	[Coach] >>> VALID @Epoch: 853  >>> 
2023-09-22 10:15:47,269:	[Coach] >>> TEST  @Epoch: 853  >>> 
2023-09-22 10:15:48,935:	[Wall TIME] >>> ChiefCoach.train takes 1.665502 seconds ...
2023-09-22 10:15:49,005:	[Coach] >>> TRAIN @Epoch: 854  >>>  || LOSS Avg: 0.00587
2023-09-22 10:15:49,005:	[Coach] >>> VALID @Epoch: 854  >>> 
2023-09-22 10:15:49,005:	[Coach] >>> TEST  @Epoch: 854  >>> 
2023-09-22 10:15:51,028:	[Wall TIME] >>> ChiefCoach.train takes 2.023015 seconds ...
2023-09-22 10:15:52,177:	[Wall TIME] >>> ChiefCoach.valid takes 1.072217 seconds ...
2023-09-22 10:15:52,178:	[Coach] >>> TRAIN @Epoch: 855  >>>  || LOSS Avg: 0.00576
2023-09-22 10:15:52,178:	[Coach] >>> VALID @Epoch: 855  >>>  || HITRATE@1 Avg: 0.0159 || HITRATE@5 Avg: 0.0499 || HITRATE@10 Avg: 0.0771 || NDCG@5 Avg: 0.0330 || NDCG@10 Avg: 0.0418
2023-09-22 10:15:52,178:	[Coach] >>> TEST  @Epoch: 855  >>> 
2023-09-22 10:15:53,936:	[Wall TIME] >>> ChiefCoach.train takes 1.757086 seconds ...
2023-09-22 10:15:54,010:	[Coach] >>> TRAIN @Epoch: 856  >>>  || LOSS Avg: 0.00573
2023-09-22 10:15:54,010:	[Coach] >>> VALID @Epoch: 856  >>> 
2023-09-22 10:15:54,010:	[Coach] >>> TEST  @Epoch: 856  >>> 
2023-09-22 10:15:55,876:	[Wall TIME] >>> ChiefCoach.train takes 1.865808 seconds ...
2023-09-22 10:15:56,017:	[Coach] >>> TRAIN @Epoch: 857  >>>  || LOSS Avg: 0.00561
2023-09-22 10:15:56,017:	[Coach] >>> VALID @Epoch: 857  >>> 
2023-09-22 10:15:56,017:	[Coach] >>> TEST  @Epoch: 857  >>> 
2023-09-22 10:15:57,894:	[Wall TIME] >>> ChiefCoach.train takes 1.876075 seconds ...
2023-09-22 10:15:58,016:	[Coach] >>> TRAIN @Epoch: 858  >>>  || LOSS Avg: 0.00573
2023-09-22 10:15:58,016:	[Coach] >>> VALID @Epoch: 858  >>> 
2023-09-22 10:15:58,016:	[Coach] >>> TEST  @Epoch: 858  >>> 
2023-09-22 10:15:59,981:	[Wall TIME] >>> ChiefCoach.train takes 1.964292 seconds ...
2023-09-22 10:16:00,391:	[Coach] >>> TRAIN @Epoch: 859  >>>  || LOSS Avg: 0.00571
2023-09-22 10:16:00,391:	[Coach] >>> VALID @Epoch: 859  >>> 
2023-09-22 10:16:00,391:	[Coach] >>> TEST  @Epoch: 859  >>> 
2023-09-22 10:16:02,188:	[Wall TIME] >>> ChiefCoach.train takes 1.796607 seconds ...
2023-09-22 10:16:03,372:	[Wall TIME] >>> ChiefCoach.valid takes 1.015548 seconds ...
2023-09-22 10:16:03,372:	[Coach] >>> TRAIN @Epoch: 860  >>>  || LOSS Avg: 0.00562
2023-09-22 10:16:03,372:	[Coach] >>> VALID @Epoch: 860  >>>  || HITRATE@1 Avg: 0.0164 || HITRATE@5 Avg: 0.0499 || HITRATE@10 Avg: 0.0764 || NDCG@5 Avg: 0.0332 || NDCG@10 Avg: 0.0417
2023-09-22 10:16:03,373:	[Coach] >>> TEST  @Epoch: 860  >>> 
2023-09-22 10:16:05,205:	[Wall TIME] >>> ChiefCoach.train takes 1.832300 seconds ...
2023-09-22 10:16:05,375:	[Coach] >>> TRAIN @Epoch: 861  >>>  || LOSS Avg: 0.00581
2023-09-22 10:16:05,375:	[Coach] >>> VALID @Epoch: 861  >>> 
2023-09-22 10:16:05,375:	[Coach] >>> TEST  @Epoch: 861  >>> 
2023-09-22 10:16:07,150:	[Wall TIME] >>> ChiefCoach.train takes 1.775434 seconds ...
2023-09-22 10:16:07,350:	[Coach] >>> TRAIN @Epoch: 862  >>>  || LOSS Avg: 0.00561
2023-09-22 10:16:07,351:	[Coach] >>> VALID @Epoch: 862  >>> 
2023-09-22 10:16:07,351:	[Coach] >>> TEST  @Epoch: 862  >>> 
2023-09-22 10:16:09,203:	[Wall TIME] >>> ChiefCoach.train takes 1.852424 seconds ...
2023-09-22 10:16:09,278:	[Coach] >>> TRAIN @Epoch: 863  >>>  || LOSS Avg: 0.00589
2023-09-22 10:16:09,278:	[Coach] >>> VALID @Epoch: 863  >>> 
2023-09-22 10:16:09,278:	[Coach] >>> TEST  @Epoch: 863  >>> 
2023-09-22 10:16:10,984:	[Wall TIME] >>> ChiefCoach.train takes 1.705991 seconds ...
2023-09-22 10:16:11,066:	[Coach] >>> TRAIN @Epoch: 864  >>>  || LOSS Avg: 0.00563
2023-09-22 10:16:11,066:	[Coach] >>> VALID @Epoch: 864  >>> 
2023-09-22 10:16:11,066:	[Coach] >>> TEST  @Epoch: 864  >>> 
2023-09-22 10:16:12,677:	[Wall TIME] >>> ChiefCoach.train takes 1.610657 seconds ...
2023-09-22 10:16:13,752:	[Wall TIME] >>> ChiefCoach.valid takes 1.003067 seconds ...
2023-09-22 10:16:13,753:	[Coach] >>> TRAIN @Epoch: 865  >>>  || LOSS Avg: 0.00575
2023-09-22 10:16:13,753:	[Coach] >>> VALID @Epoch: 865  >>>  || HITRATE@1 Avg: 0.0162 || HITRATE@5 Avg: 0.0505 || HITRATE@10 Avg: 0.0765 || NDCG@5 Avg: 0.0334 || NDCG@10 Avg: 0.0418
2023-09-22 10:16:13,753:	[Coach] >>> TEST  @Epoch: 865  >>> 
2023-09-22 10:16:15,535:	[Wall TIME] >>> ChiefCoach.train takes 1.781735 seconds ...
2023-09-22 10:16:15,621:	[Coach] >>> TRAIN @Epoch: 866  >>>  || LOSS Avg: 0.00568
2023-09-22 10:16:15,621:	[Coach] >>> VALID @Epoch: 866  >>> 
2023-09-22 10:16:15,621:	[Coach] >>> TEST  @Epoch: 866  >>> 
2023-09-22 10:16:17,547:	[Wall TIME] >>> ChiefCoach.train takes 1.926003 seconds ...
2023-09-22 10:16:17,636:	[Coach] >>> TRAIN @Epoch: 867  >>>  || LOSS Avg: 0.00571
2023-09-22 10:16:17,636:	[Coach] >>> VALID @Epoch: 867  >>> 
2023-09-22 10:16:17,636:	[Coach] >>> TEST  @Epoch: 867  >>> 
2023-09-22 10:16:19,624:	[Wall TIME] >>> ChiefCoach.train takes 1.987463 seconds ...
2023-09-22 10:16:19,698:	[Coach] >>> TRAIN @Epoch: 868  >>>  || LOSS Avg: 0.00586
2023-09-22 10:16:19,698:	[Coach] >>> VALID @Epoch: 868  >>> 
2023-09-22 10:16:19,698:	[Coach] >>> TEST  @Epoch: 868  >>> 
2023-09-22 10:16:21,460:	[Wall TIME] >>> ChiefCoach.train takes 1.761374 seconds ...
2023-09-22 10:16:21,551:	[Coach] >>> TRAIN @Epoch: 869  >>>  || LOSS Avg: 0.00581
2023-09-22 10:16:21,551:	[Coach] >>> VALID @Epoch: 869  >>> 
2023-09-22 10:16:21,551:	[Coach] >>> TEST  @Epoch: 869  >>> 
2023-09-22 10:16:23,235:	[Wall TIME] >>> ChiefCoach.train takes 1.683704 seconds ...
2023-09-22 10:16:24,341:	[Wall TIME] >>> ChiefCoach.valid takes 1.029796 seconds ...
2023-09-22 10:16:24,341:	[Coach] >>> Better ***NDCG@10*** of ***0.0418*** 
2023-09-22 10:16:24,366:	[Coach] >>> TRAIN @Epoch: 870  >>>  || LOSS Avg: 0.00575
2023-09-22 10:16:24,366:	[Coach] >>> VALID @Epoch: 870  >>>  || HITRATE@1 Avg: 0.0161 || HITRATE@5 Avg: 0.0500 || HITRATE@10 Avg: 0.0769 || NDCG@5 Avg: 0.0332 || NDCG@10 Avg: 0.0418
2023-09-22 10:16:24,366:	[Coach] >>> TEST  @Epoch: 870  >>> 
2023-09-22 10:16:26,003:	[Wall TIME] >>> ChiefCoach.train takes 1.636307 seconds ...
2023-09-22 10:16:26,233:	[Coach] >>> TRAIN @Epoch: 871  >>>  || LOSS Avg: 0.00573
2023-09-22 10:16:26,233:	[Coach] >>> VALID @Epoch: 871  >>> 
2023-09-22 10:16:26,233:	[Coach] >>> TEST  @Epoch: 871  >>> 
2023-09-22 10:16:28,307:	[Wall TIME] >>> ChiefCoach.train takes 2.073927 seconds ...
2023-09-22 10:16:28,375:	[Coach] >>> TRAIN @Epoch: 872  >>>  || LOSS Avg: 0.00586
2023-09-22 10:16:28,375:	[Coach] >>> VALID @Epoch: 872  >>> 
2023-09-22 10:16:28,375:	[Coach] >>> TEST  @Epoch: 872  >>> 
2023-09-22 10:16:30,324:	[Wall TIME] >>> ChiefCoach.train takes 1.948630 seconds ...
2023-09-22 10:16:30,440:	[Coach] >>> TRAIN @Epoch: 873  >>>  || LOSS Avg: 0.00583
2023-09-22 10:16:30,440:	[Coach] >>> VALID @Epoch: 873  >>> 
2023-09-22 10:16:30,440:	[Coach] >>> TEST  @Epoch: 873  >>> 
2023-09-22 10:16:32,051:	[Wall TIME] >>> ChiefCoach.train takes 1.610138 seconds ...
2023-09-22 10:16:32,314:	[Coach] >>> TRAIN @Epoch: 874  >>>  || LOSS Avg: 0.00574
2023-09-22 10:16:32,314:	[Coach] >>> VALID @Epoch: 874  >>> 
2023-09-22 10:16:32,314:	[Coach] >>> TEST  @Epoch: 874  >>> 
2023-09-22 10:16:33,903:	[Wall TIME] >>> ChiefCoach.train takes 1.588013 seconds ...
2023-09-22 10:16:35,001:	[Wall TIME] >>> ChiefCoach.valid takes 1.021172 seconds ...
2023-09-22 10:16:35,001:	[Coach] >>> TRAIN @Epoch: 875  >>>  || LOSS Avg: 0.00567
2023-09-22 10:16:35,001:	[Coach] >>> VALID @Epoch: 875  >>>  || HITRATE@1 Avg: 0.0164 || HITRATE@5 Avg: 0.0499 || HITRATE@10 Avg: 0.0758 || NDCG@5 Avg: 0.0333 || NDCG@10 Avg: 0.0416
2023-09-22 10:16:35,001:	[Coach] >>> TEST  @Epoch: 875  >>> 
2023-09-22 10:16:36,697:	[Wall TIME] >>> ChiefCoach.train takes 1.694988 seconds ...
2023-09-22 10:16:36,788:	[Coach] >>> TRAIN @Epoch: 876  >>>  || LOSS Avg: 0.00560
2023-09-22 10:16:36,789:	[Coach] >>> VALID @Epoch: 876  >>> 
2023-09-22 10:16:36,789:	[Coach] >>> TEST  @Epoch: 876  >>> 
2023-09-22 10:16:38,378:	[Wall TIME] >>> ChiefCoach.train takes 1.589227 seconds ...
2023-09-22 10:16:38,454:	[Coach] >>> TRAIN @Epoch: 877  >>>  || LOSS Avg: 0.00567
2023-09-22 10:16:38,454:	[Coach] >>> VALID @Epoch: 877  >>> 
2023-09-22 10:16:38,454:	[Coach] >>> TEST  @Epoch: 877  >>> 
2023-09-22 10:16:40,414:	[Wall TIME] >>> ChiefCoach.train takes 1.959848 seconds ...
2023-09-22 10:16:40,487:	[Coach] >>> TRAIN @Epoch: 878  >>>  || LOSS Avg: 0.00578
2023-09-22 10:16:40,488:	[Coach] >>> VALID @Epoch: 878  >>> 
2023-09-22 10:16:40,488:	[Coach] >>> TEST  @Epoch: 878  >>> 
2023-09-22 10:16:42,451:	[Wall TIME] >>> ChiefCoach.train takes 1.963422 seconds ...
2023-09-22 10:16:42,526:	[Coach] >>> TRAIN @Epoch: 879  >>>  || LOSS Avg: 0.00568
2023-09-22 10:16:42,526:	[Coach] >>> VALID @Epoch: 879  >>> 
2023-09-22 10:16:42,526:	[Coach] >>> TEST  @Epoch: 879  >>> 
2023-09-22 10:16:44,288:	[Wall TIME] >>> ChiefCoach.train takes 1.761237 seconds ...
2023-09-22 10:16:45,371:	[Wall TIME] >>> ChiefCoach.valid takes 1.012023 seconds ...
2023-09-22 10:16:45,371:	[Coach] >>> TRAIN @Epoch: 880  >>>  || LOSS Avg: 0.00575
2023-09-22 10:16:45,371:	[Coach] >>> VALID @Epoch: 880  >>>  || HITRATE@1 Avg: 0.0165 || HITRATE@5 Avg: 0.0498 || HITRATE@10 Avg: 0.0765 || NDCG@5 Avg: 0.0333 || NDCG@10 Avg: 0.0418
2023-09-22 10:16:45,372:	[Coach] >>> TEST  @Epoch: 880  >>> 
2023-09-22 10:16:47,139:	[Wall TIME] >>> ChiefCoach.train takes 1.767719 seconds ...
2023-09-22 10:16:47,231:	[Coach] >>> TRAIN @Epoch: 881  >>>  || LOSS Avg: 0.00564
2023-09-22 10:16:47,232:	[Coach] >>> VALID @Epoch: 881  >>> 
2023-09-22 10:16:47,232:	[Coach] >>> TEST  @Epoch: 881  >>> 
2023-09-22 10:16:48,985:	[Wall TIME] >>> ChiefCoach.train takes 1.752943 seconds ...
2023-09-22 10:16:49,203:	[Coach] >>> TRAIN @Epoch: 882  >>>  || LOSS Avg: 0.00568
2023-09-22 10:16:49,203:	[Coach] >>> VALID @Epoch: 882  >>> 
2023-09-22 10:16:49,204:	[Coach] >>> TEST  @Epoch: 882  >>> 
2023-09-22 10:16:51,225:	[Wall TIME] >>> ChiefCoach.train takes 2.021416 seconds ...
2023-09-22 10:16:51,297:	[Coach] >>> TRAIN @Epoch: 883  >>>  || LOSS Avg: 0.00568
2023-09-22 10:16:51,297:	[Coach] >>> VALID @Epoch: 883  >>> 
2023-09-22 10:16:51,297:	[Coach] >>> TEST  @Epoch: 883  >>> 
2023-09-22 10:16:52,980:	[Wall TIME] >>> ChiefCoach.train takes 1.683203 seconds ...
2023-09-22 10:16:53,050:	[Coach] >>> TRAIN @Epoch: 884  >>>  || LOSS Avg: 0.00563
2023-09-22 10:16:53,050:	[Coach] >>> VALID @Epoch: 884  >>> 
2023-09-22 10:16:53,050:	[Coach] >>> TEST  @Epoch: 884  >>> 
2023-09-22 10:16:54,735:	[Wall TIME] >>> ChiefCoach.train takes 1.684459 seconds ...
2023-09-22 10:16:55,958:	[Wall TIME] >>> ChiefCoach.valid takes 1.049308 seconds ...
2023-09-22 10:16:55,958:	[Coach] >>> Better ***NDCG@10*** of ***0.0422*** 
2023-09-22 10:16:55,982:	[Coach] >>> TRAIN @Epoch: 885  >>>  || LOSS Avg: 0.00574
2023-09-22 10:16:55,982:	[Coach] >>> VALID @Epoch: 885  >>>  || HITRATE@1 Avg: 0.0162 || HITRATE@5 Avg: 0.0501 || HITRATE@10 Avg: 0.0774 || NDCG@5 Avg: 0.0334 || NDCG@10 Avg: 0.0422
2023-09-22 10:16:55,982:	[Coach] >>> TEST  @Epoch: 885  >>> 
2023-09-22 10:16:57,798:	[Wall TIME] >>> ChiefCoach.train takes 1.815521 seconds ...
2023-09-22 10:16:57,922:	[Coach] >>> TRAIN @Epoch: 886  >>>  || LOSS Avg: 0.00585
2023-09-22 10:16:57,922:	[Coach] >>> VALID @Epoch: 886  >>> 
2023-09-22 10:16:57,922:	[Coach] >>> TEST  @Epoch: 886  >>> 
2023-09-22 10:16:59,600:	[Wall TIME] >>> ChiefCoach.train takes 1.677294 seconds ...
2023-09-22 10:16:59,860:	[Coach] >>> TRAIN @Epoch: 887  >>>  || LOSS Avg: 0.00570
2023-09-22 10:16:59,860:	[Coach] >>> VALID @Epoch: 887  >>> 
2023-09-22 10:16:59,860:	[Coach] >>> TEST  @Epoch: 887  >>> 
2023-09-22 10:17:01,656:	[Wall TIME] >>> ChiefCoach.train takes 1.795365 seconds ...
2023-09-22 10:17:01,726:	[Coach] >>> TRAIN @Epoch: 888  >>>  || LOSS Avg: 0.00566
2023-09-22 10:17:01,727:	[Coach] >>> VALID @Epoch: 888  >>> 
2023-09-22 10:17:01,727:	[Coach] >>> TEST  @Epoch: 888  >>> 
2023-09-22 10:17:03,661:	[Wall TIME] >>> ChiefCoach.train takes 1.934003 seconds ...
2023-09-22 10:17:04,000:	[Coach] >>> TRAIN @Epoch: 889  >>>  || LOSS Avg: 0.00555
2023-09-22 10:17:04,000:	[Coach] >>> VALID @Epoch: 889  >>> 
2023-09-22 10:17:04,000:	[Coach] >>> TEST  @Epoch: 889  >>> 
2023-09-22 10:17:06,002:	[Wall TIME] >>> ChiefCoach.train takes 2.001413 seconds ...
2023-09-22 10:17:07,352:	[Wall TIME] >>> ChiefCoach.valid takes 1.115416 seconds ...
2023-09-22 10:17:07,352:	[Coach] >>> Better ***NDCG@10*** of ***0.0423*** 
2023-09-22 10:17:07,373:	[Coach] >>> TRAIN @Epoch: 890  >>>  || LOSS Avg: 0.00558
2023-09-22 10:17:07,373:	[Coach] >>> VALID @Epoch: 890  >>>  || HITRATE@1 Avg: 0.0165 || HITRATE@5 Avg: 0.0504 || HITRATE@10 Avg: 0.0776 || NDCG@5 Avg: 0.0336 || NDCG@10 Avg: 0.0423
2023-09-22 10:17:07,373:	[Coach] >>> TEST  @Epoch: 890  >>> 
2023-09-22 10:17:09,158:	[Wall TIME] >>> ChiefCoach.train takes 1.784340 seconds ...
2023-09-22 10:17:09,225:	[Coach] >>> TRAIN @Epoch: 891  >>>  || LOSS Avg: 0.00561
2023-09-22 10:17:09,225:	[Coach] >>> VALID @Epoch: 891  >>> 
2023-09-22 10:17:09,225:	[Coach] >>> TEST  @Epoch: 891  >>> 
2023-09-22 10:17:10,888:	[Wall TIME] >>> ChiefCoach.train takes 1.662735 seconds ...
2023-09-22 10:17:11,120:	[Coach] >>> TRAIN @Epoch: 892  >>>  || LOSS Avg: 0.00569
2023-09-22 10:17:11,121:	[Coach] >>> VALID @Epoch: 892  >>> 
2023-09-22 10:17:11,121:	[Coach] >>> TEST  @Epoch: 892  >>> 
2023-09-22 10:17:12,770:	[Wall TIME] >>> ChiefCoach.train takes 1.649066 seconds ...
2023-09-22 10:17:12,849:	[Coach] >>> TRAIN @Epoch: 893  >>>  || LOSS Avg: 0.00573
2023-09-22 10:17:12,849:	[Coach] >>> VALID @Epoch: 893  >>> 
2023-09-22 10:17:12,849:	[Coach] >>> TEST  @Epoch: 893  >>> 
2023-09-22 10:17:14,554:	[Wall TIME] >>> ChiefCoach.train takes 1.705059 seconds ...
2023-09-22 10:17:14,632:	[Coach] >>> TRAIN @Epoch: 894  >>>  || LOSS Avg: 0.00559
2023-09-22 10:17:14,632:	[Coach] >>> VALID @Epoch: 894  >>> 
2023-09-22 10:17:14,632:	[Coach] >>> TEST  @Epoch: 894  >>> 
2023-09-22 10:17:16,537:	[Wall TIME] >>> ChiefCoach.train takes 1.904616 seconds ...
2023-09-22 10:17:17,710:	[Wall TIME] >>> ChiefCoach.valid takes 1.013854 seconds ...
2023-09-22 10:17:17,710:	[Coach] >>> TRAIN @Epoch: 895  >>>  || LOSS Avg: 0.00569
2023-09-22 10:17:17,711:	[Coach] >>> VALID @Epoch: 895  >>>  || HITRATE@1 Avg: 0.0164 || HITRATE@5 Avg: 0.0506 || HITRATE@10 Avg: 0.0770 || NDCG@5 Avg: 0.0337 || NDCG@10 Avg: 0.0421
2023-09-22 10:17:17,711:	[Coach] >>> TEST  @Epoch: 895  >>> 
2023-09-22 10:17:19,616:	[Wall TIME] >>> ChiefCoach.train takes 1.905651 seconds ...
2023-09-22 10:17:19,689:	[Coach] >>> TRAIN @Epoch: 896  >>>  || LOSS Avg: 0.00562
2023-09-22 10:17:19,689:	[Coach] >>> VALID @Epoch: 896  >>> 
2023-09-22 10:17:19,689:	[Coach] >>> TEST  @Epoch: 896  >>> 
2023-09-22 10:17:21,364:	[Wall TIME] >>> ChiefCoach.train takes 1.674650 seconds ...
2023-09-22 10:17:21,441:	[Coach] >>> TRAIN @Epoch: 897  >>>  || LOSS Avg: 0.00555
2023-09-22 10:17:21,442:	[Coach] >>> VALID @Epoch: 897  >>> 
2023-09-22 10:17:21,442:	[Coach] >>> TEST  @Epoch: 897  >>> 
2023-09-22 10:17:23,289:	[Wall TIME] >>> ChiefCoach.train takes 1.846694 seconds ...
2023-09-22 10:17:23,359:	[Coach] >>> TRAIN @Epoch: 898  >>>  || LOSS Avg: 0.00560
2023-09-22 10:17:23,359:	[Coach] >>> VALID @Epoch: 898  >>> 
2023-09-22 10:17:23,359:	[Coach] >>> TEST  @Epoch: 898  >>> 
2023-09-22 10:17:25,119:	[Wall TIME] >>> ChiefCoach.train takes 1.759205 seconds ...
2023-09-22 10:17:25,204:	[Coach] >>> TRAIN @Epoch: 899  >>>  || LOSS Avg: 0.00567
2023-09-22 10:17:25,204:	[Coach] >>> VALID @Epoch: 899  >>> 
2023-09-22 10:17:25,204:	[Coach] >>> TEST  @Epoch: 899  >>> 
2023-09-22 10:17:26,929:	[Wall TIME] >>> ChiefCoach.train takes 1.725266 seconds ...
2023-09-22 10:17:28,027:	[Wall TIME] >>> ChiefCoach.valid takes 1.026958 seconds ...
2023-09-22 10:17:28,027:	[Coach] >>> TRAIN @Epoch: 900  >>>  || LOSS Avg: 0.00564
2023-09-22 10:17:28,027:	[Coach] >>> VALID @Epoch: 900  >>>  || HITRATE@1 Avg: 0.0159 || HITRATE@5 Avg: 0.0510 || HITRATE@10 Avg: 0.0772 || NDCG@5 Avg: 0.0336 || NDCG@10 Avg: 0.0421
2023-09-22 10:17:28,027:	[Coach] >>> TEST  @Epoch: 900  >>> 
2023-09-22 10:17:29,780:	[Wall TIME] >>> ChiefCoach.train takes 1.752626 seconds ...
2023-09-22 10:17:29,877:	[Coach] >>> TRAIN @Epoch: 901  >>>  || LOSS Avg: 0.00563
2023-09-22 10:17:29,877:	[Coach] >>> VALID @Epoch: 901  >>> 
2023-09-22 10:17:29,877:	[Coach] >>> TEST  @Epoch: 901  >>> 
2023-09-22 10:17:31,725:	[Wall TIME] >>> ChiefCoach.train takes 1.848199 seconds ...
2023-09-22 10:17:31,804:	[Coach] >>> TRAIN @Epoch: 902  >>>  || LOSS Avg: 0.00576
2023-09-22 10:17:31,804:	[Coach] >>> VALID @Epoch: 902  >>> 
2023-09-22 10:17:31,804:	[Coach] >>> TEST  @Epoch: 902  >>> 
2023-09-22 10:17:33,496:	[Wall TIME] >>> ChiefCoach.train takes 1.691743 seconds ...
2023-09-22 10:17:33,588:	[Coach] >>> TRAIN @Epoch: 903  >>>  || LOSS Avg: 0.00575
2023-09-22 10:17:33,588:	[Coach] >>> VALID @Epoch: 903  >>> 
2023-09-22 10:17:33,588:	[Coach] >>> TEST  @Epoch: 903  >>> 
2023-09-22 10:17:35,432:	[Wall TIME] >>> ChiefCoach.train takes 1.844324 seconds ...
2023-09-22 10:17:35,510:	[Coach] >>> TRAIN @Epoch: 904  >>>  || LOSS Avg: 0.00570
2023-09-22 10:17:35,510:	[Coach] >>> VALID @Epoch: 904  >>> 
2023-09-22 10:17:35,510:	[Coach] >>> TEST  @Epoch: 904  >>> 
2023-09-22 10:17:37,183:	[Wall TIME] >>> ChiefCoach.train takes 1.672429 seconds ...
2023-09-22 10:17:38,295:	[Wall TIME] >>> ChiefCoach.valid takes 1.032332 seconds ...
2023-09-22 10:17:38,295:	[Coach] >>> TRAIN @Epoch: 905  >>>  || LOSS Avg: 0.00571
2023-09-22 10:17:38,295:	[Coach] >>> VALID @Epoch: 905  >>>  || HITRATE@1 Avg: 0.0162 || HITRATE@5 Avg: 0.0500 || HITRATE@10 Avg: 0.0776 || NDCG@5 Avg: 0.0332 || NDCG@10 Avg: 0.0421
2023-09-22 10:17:38,295:	[Coach] >>> TEST  @Epoch: 905  >>> 
2023-09-22 10:17:40,064:	[Wall TIME] >>> ChiefCoach.train takes 1.768714 seconds ...
2023-09-22 10:17:40,401:	[Coach] >>> TRAIN @Epoch: 906  >>>  || LOSS Avg: 0.00564
2023-09-22 10:17:40,401:	[Coach] >>> VALID @Epoch: 906  >>> 
2023-09-22 10:17:40,401:	[Coach] >>> TEST  @Epoch: 906  >>> 
2023-09-22 10:17:42,107:	[Wall TIME] >>> ChiefCoach.train takes 1.706438 seconds ...
2023-09-22 10:17:42,191:	[Coach] >>> TRAIN @Epoch: 907  >>>  || LOSS Avg: 0.00577
2023-09-22 10:17:42,192:	[Coach] >>> VALID @Epoch: 907  >>> 
2023-09-22 10:17:42,192:	[Coach] >>> TEST  @Epoch: 907  >>> 
2023-09-22 10:17:44,279:	[Wall TIME] >>> ChiefCoach.train takes 2.087195 seconds ...
2023-09-22 10:17:44,354:	[Coach] >>> TRAIN @Epoch: 908  >>>  || LOSS Avg: 0.00566
2023-09-22 10:17:44,354:	[Coach] >>> VALID @Epoch: 908  >>> 
2023-09-22 10:17:44,354:	[Coach] >>> TEST  @Epoch: 908  >>> 
2023-09-22 10:17:46,167:	[Wall TIME] >>> ChiefCoach.train takes 1.812099 seconds ...
2023-09-22 10:17:46,239:	[Coach] >>> TRAIN @Epoch: 909  >>>  || LOSS Avg: 0.00569
2023-09-22 10:17:46,239:	[Coach] >>> VALID @Epoch: 909  >>> 
2023-09-22 10:17:46,239:	[Coach] >>> TEST  @Epoch: 909  >>> 
2023-09-22 10:17:48,031:	[Wall TIME] >>> ChiefCoach.train takes 1.790846 seconds ...
2023-09-22 10:17:49,121:	[Wall TIME] >>> ChiefCoach.valid takes 1.019548 seconds ...
2023-09-22 10:17:49,121:	[Coach] >>> TRAIN @Epoch: 910  >>>  || LOSS Avg: 0.00568
2023-09-22 10:17:49,121:	[Coach] >>> VALID @Epoch: 910  >>>  || HITRATE@1 Avg: 0.0165 || HITRATE@5 Avg: 0.0499 || HITRATE@10 Avg: 0.0767 || NDCG@5 Avg: 0.0334 || NDCG@10 Avg: 0.0421
2023-09-22 10:17:49,121:	[Coach] >>> TEST  @Epoch: 910  >>> 
2023-09-22 10:17:50,764:	[Wall TIME] >>> ChiefCoach.train takes 1.641930 seconds ...
2023-09-22 10:17:50,839:	[Coach] >>> TRAIN @Epoch: 911  >>>  || LOSS Avg: 0.00572
2023-09-22 10:17:50,839:	[Coach] >>> VALID @Epoch: 911  >>> 
2023-09-22 10:17:50,839:	[Coach] >>> TEST  @Epoch: 911  >>> 
2023-09-22 10:17:53,028:	[Wall TIME] >>> ChiefCoach.train takes 2.188732 seconds ...
2023-09-22 10:17:53,243:	[Coach] >>> TRAIN @Epoch: 912  >>>  || LOSS Avg: 0.00574
2023-09-22 10:17:53,243:	[Coach] >>> VALID @Epoch: 912  >>> 
2023-09-22 10:17:53,243:	[Coach] >>> TEST  @Epoch: 912  >>> 
2023-09-22 10:17:55,074:	[Wall TIME] >>> ChiefCoach.train takes 1.830928 seconds ...
2023-09-22 10:17:55,187:	[Coach] >>> TRAIN @Epoch: 913  >>>  || LOSS Avg: 0.00562
2023-09-22 10:17:55,187:	[Coach] >>> VALID @Epoch: 913  >>> 
2023-09-22 10:17:55,187:	[Coach] >>> TEST  @Epoch: 913  >>> 
2023-09-22 10:17:56,991:	[Wall TIME] >>> ChiefCoach.train takes 1.803274 seconds ...
2023-09-22 10:17:57,266:	[Coach] >>> TRAIN @Epoch: 914  >>>  || LOSS Avg: 0.00576
2023-09-22 10:17:57,266:	[Coach] >>> VALID @Epoch: 914  >>> 
2023-09-22 10:17:57,266:	[Coach] >>> TEST  @Epoch: 914  >>> 
2023-09-22 10:17:58,930:	[Wall TIME] >>> ChiefCoach.train takes 1.663654 seconds ...
2023-09-22 10:18:00,064:	[Wall TIME] >>> ChiefCoach.valid takes 1.049342 seconds ...
2023-09-22 10:18:00,065:	[Coach] >>> TRAIN @Epoch: 915  >>>  || LOSS Avg: 0.00565
2023-09-22 10:18:00,065:	[Coach] >>> VALID @Epoch: 915  >>>  || HITRATE@1 Avg: 0.0161 || HITRATE@5 Avg: 0.0496 || HITRATE@10 Avg: 0.0772 || NDCG@5 Avg: 0.0330 || NDCG@10 Avg: 0.0418
2023-09-22 10:18:00,065:	[Coach] >>> TEST  @Epoch: 915  >>> 
2023-09-22 10:18:02,356:	[Wall TIME] >>> ChiefCoach.train takes 2.291276 seconds ...
2023-09-22 10:18:02,525:	[Coach] >>> TRAIN @Epoch: 916  >>>  || LOSS Avg: 0.00550
2023-09-22 10:18:02,525:	[Coach] >>> VALID @Epoch: 916  >>> 
2023-09-22 10:18:02,525:	[Coach] >>> TEST  @Epoch: 916  >>> 
2023-09-22 10:18:04,474:	[Wall TIME] >>> ChiefCoach.train takes 1.948727 seconds ...
2023-09-22 10:18:04,733:	[Coach] >>> TRAIN @Epoch: 917  >>>  || LOSS Avg: 0.00564
2023-09-22 10:18:04,733:	[Coach] >>> VALID @Epoch: 917  >>> 
2023-09-22 10:18:04,733:	[Coach] >>> TEST  @Epoch: 917  >>> 
2023-09-22 10:18:06,668:	[Wall TIME] >>> ChiefCoach.train takes 1.934783 seconds ...
2023-09-22 10:18:06,752:	[Coach] >>> TRAIN @Epoch: 918  >>>  || LOSS Avg: 0.00572
2023-09-22 10:18:06,752:	[Coach] >>> VALID @Epoch: 918  >>> 
2023-09-22 10:18:06,752:	[Coach] >>> TEST  @Epoch: 918  >>> 
2023-09-22 10:18:08,452:	[Wall TIME] >>> ChiefCoach.train takes 1.699554 seconds ...
2023-09-22 10:18:08,530:	[Coach] >>> TRAIN @Epoch: 919  >>>  || LOSS Avg: 0.00572
2023-09-22 10:18:08,530:	[Coach] >>> VALID @Epoch: 919  >>> 
2023-09-22 10:18:08,530:	[Coach] >>> TEST  @Epoch: 919  >>> 
2023-09-22 10:18:10,548:	[Wall TIME] >>> ChiefCoach.train takes 2.018263 seconds ...
2023-09-22 10:18:11,696:	[Wall TIME] >>> ChiefCoach.valid takes 1.076791 seconds ...
2023-09-22 10:18:11,696:	[Coach] >>> TRAIN @Epoch: 920  >>>  || LOSS Avg: 0.00569
2023-09-22 10:18:11,696:	[Coach] >>> VALID @Epoch: 920  >>>  || HITRATE@1 Avg: 0.0161 || HITRATE@5 Avg: 0.0496 || HITRATE@10 Avg: 0.0770 || NDCG@5 Avg: 0.0331 || NDCG@10 Avg: 0.0419
2023-09-22 10:18:11,696:	[Coach] >>> TEST  @Epoch: 920  >>> 
2023-09-22 10:18:13,427:	[Wall TIME] >>> ChiefCoach.train takes 1.730857 seconds ...
2023-09-22 10:18:13,505:	[Coach] >>> TRAIN @Epoch: 921  >>>  || LOSS Avg: 0.00559
2023-09-22 10:18:13,505:	[Coach] >>> VALID @Epoch: 921  >>> 
2023-09-22 10:18:13,505:	[Coach] >>> TEST  @Epoch: 921  >>> 
2023-09-22 10:18:15,108:	[Wall TIME] >>> ChiefCoach.train takes 1.602455 seconds ...
2023-09-22 10:18:15,287:	[Coach] >>> TRAIN @Epoch: 922  >>>  || LOSS Avg: 0.00567
2023-09-22 10:18:15,287:	[Coach] >>> VALID @Epoch: 922  >>> 
2023-09-22 10:18:15,288:	[Coach] >>> TEST  @Epoch: 922  >>> 
2023-09-22 10:18:17,162:	[Wall TIME] >>> ChiefCoach.train takes 1.873677 seconds ...
2023-09-22 10:18:17,261:	[Coach] >>> TRAIN @Epoch: 923  >>>  || LOSS Avg: 0.00576
2023-09-22 10:18:17,261:	[Coach] >>> VALID @Epoch: 923  >>> 
2023-09-22 10:18:17,261:	[Coach] >>> TEST  @Epoch: 923  >>> 
2023-09-22 10:18:18,978:	[Wall TIME] >>> ChiefCoach.train takes 1.716413 seconds ...
2023-09-22 10:18:19,050:	[Coach] >>> TRAIN @Epoch: 924  >>>  || LOSS Avg: 0.00576
2023-09-22 10:18:19,051:	[Coach] >>> VALID @Epoch: 924  >>> 
2023-09-22 10:18:19,051:	[Coach] >>> TEST  @Epoch: 924  >>> 
2023-09-22 10:18:20,764:	[Wall TIME] >>> ChiefCoach.train takes 1.712727 seconds ...
2023-09-22 10:18:21,845:	[Wall TIME] >>> ChiefCoach.valid takes 1.003502 seconds ...
2023-09-22 10:18:21,845:	[Coach] >>> TRAIN @Epoch: 925  >>>  || LOSS Avg: 0.00556
2023-09-22 10:18:21,845:	[Coach] >>> VALID @Epoch: 925  >>>  || HITRATE@1 Avg: 0.0163 || HITRATE@5 Avg: 0.0500 || HITRATE@10 Avg: 0.0766 || NDCG@5 Avg: 0.0331 || NDCG@10 Avg: 0.0417
2023-09-22 10:18:21,845:	[Coach] >>> TEST  @Epoch: 925  >>> 
2023-09-22 10:18:23,685:	[Wall TIME] >>> ChiefCoach.train takes 1.839310 seconds ...
2023-09-22 10:18:23,901:	[Coach] >>> TRAIN @Epoch: 926  >>>  || LOSS Avg: 0.00552
2023-09-22 10:18:23,901:	[Coach] >>> VALID @Epoch: 926  >>> 
2023-09-22 10:18:23,902:	[Coach] >>> TEST  @Epoch: 926  >>> 
2023-09-22 10:18:25,725:	[Wall TIME] >>> ChiefCoach.train takes 1.822848 seconds ...
2023-09-22 10:18:25,796:	[Coach] >>> TRAIN @Epoch: 927  >>>  || LOSS Avg: 0.00557
2023-09-22 10:18:25,797:	[Coach] >>> VALID @Epoch: 927  >>> 
2023-09-22 10:18:25,797:	[Coach] >>> TEST  @Epoch: 927  >>> 
2023-09-22 10:18:27,561:	[Wall TIME] >>> ChiefCoach.train takes 1.764263 seconds ...
2023-09-22 10:18:27,651:	[Coach] >>> TRAIN @Epoch: 928  >>>  || LOSS Avg: 0.00577
2023-09-22 10:18:27,651:	[Coach] >>> VALID @Epoch: 928  >>> 
2023-09-22 10:18:27,651:	[Coach] >>> TEST  @Epoch: 928  >>> 
2023-09-22 10:18:29,422:	[Wall TIME] >>> ChiefCoach.train takes 1.770586 seconds ...
2023-09-22 10:18:29,495:	[Coach] >>> TRAIN @Epoch: 929  >>>  || LOSS Avg: 0.00556
2023-09-22 10:18:29,495:	[Coach] >>> VALID @Epoch: 929  >>> 
2023-09-22 10:18:29,496:	[Coach] >>> TEST  @Epoch: 929  >>> 
2023-09-22 10:18:31,506:	[Wall TIME] >>> ChiefCoach.train takes 2.010036 seconds ...
2023-09-22 10:18:32,862:	[Wall TIME] >>> ChiefCoach.valid takes 1.042253 seconds ...
2023-09-22 10:18:32,862:	[Coach] >>> TRAIN @Epoch: 930  >>>  || LOSS Avg: 0.00563
2023-09-22 10:18:32,862:	[Coach] >>> VALID @Epoch: 930  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0496 || HITRATE@10 Avg: 0.0760 || NDCG@5 Avg: 0.0327 || NDCG@10 Avg: 0.0412
2023-09-22 10:18:32,862:	[Coach] >>> TEST  @Epoch: 930  >>> 
2023-09-22 10:18:34,673:	[Wall TIME] >>> ChiefCoach.train takes 1.810100 seconds ...
2023-09-22 10:18:34,797:	[Coach] >>> TRAIN @Epoch: 931  >>>  || LOSS Avg: 0.00563
2023-09-22 10:18:34,798:	[Coach] >>> VALID @Epoch: 931  >>> 
2023-09-22 10:18:34,798:	[Coach] >>> TEST  @Epoch: 931  >>> 
2023-09-22 10:18:36,630:	[Wall TIME] >>> ChiefCoach.train takes 1.832495 seconds ...
2023-09-22 10:18:36,720:	[Coach] >>> TRAIN @Epoch: 932  >>>  || LOSS Avg: 0.00577
2023-09-22 10:18:36,721:	[Coach] >>> VALID @Epoch: 932  >>> 
2023-09-22 10:18:36,721:	[Coach] >>> TEST  @Epoch: 932  >>> 
2023-09-22 10:18:38,319:	[Wall TIME] >>> ChiefCoach.train takes 1.598387 seconds ...
2023-09-22 10:18:38,389:	[Coach] >>> TRAIN @Epoch: 933  >>>  || LOSS Avg: 0.00560
2023-09-22 10:18:38,389:	[Coach] >>> VALID @Epoch: 933  >>> 
2023-09-22 10:18:38,389:	[Coach] >>> TEST  @Epoch: 933  >>> 
2023-09-22 10:18:39,912:	[Wall TIME] >>> ChiefCoach.train takes 1.522409 seconds ...
2023-09-22 10:18:39,986:	[Coach] >>> TRAIN @Epoch: 934  >>>  || LOSS Avg: 0.00562
2023-09-22 10:18:39,986:	[Coach] >>> VALID @Epoch: 934  >>> 
2023-09-22 10:18:39,986:	[Coach] >>> TEST  @Epoch: 934  >>> 
2023-09-22 10:18:41,729:	[Wall TIME] >>> ChiefCoach.train takes 1.742654 seconds ...
2023-09-22 10:18:42,801:	[Wall TIME] >>> ChiefCoach.valid takes 0.998385 seconds ...
2023-09-22 10:18:42,801:	[Coach] >>> TRAIN @Epoch: 935  >>>  || LOSS Avg: 0.00558
2023-09-22 10:18:42,801:	[Coach] >>> VALID @Epoch: 935  >>>  || HITRATE@1 Avg: 0.0159 || HITRATE@5 Avg: 0.0501 || HITRATE@10 Avg: 0.0761 || NDCG@5 Avg: 0.0331 || NDCG@10 Avg: 0.0415
2023-09-22 10:18:42,801:	[Coach] >>> TEST  @Epoch: 935  >>> 
2023-09-22 10:18:44,848:	[Wall TIME] >>> ChiefCoach.train takes 2.046395 seconds ...
2023-09-22 10:18:44,925:	[Coach] >>> TRAIN @Epoch: 936  >>>  || LOSS Avg: 0.00567
2023-09-22 10:18:44,926:	[Coach] >>> VALID @Epoch: 936  >>> 
2023-09-22 10:18:44,926:	[Coach] >>> TEST  @Epoch: 936  >>> 
2023-09-22 10:18:46,466:	[Wall TIME] >>> ChiefCoach.train takes 1.540287 seconds ...
2023-09-22 10:18:46,541:	[Coach] >>> TRAIN @Epoch: 937  >>>  || LOSS Avg: 0.00555
2023-09-22 10:18:46,542:	[Coach] >>> VALID @Epoch: 937  >>> 
2023-09-22 10:18:46,542:	[Coach] >>> TEST  @Epoch: 937  >>> 
2023-09-22 10:18:48,277:	[Wall TIME] >>> ChiefCoach.train takes 1.734626 seconds ...
2023-09-22 10:18:48,605:	[Coach] >>> TRAIN @Epoch: 938  >>>  || LOSS Avg: 0.00551
2023-09-22 10:18:48,884:	[Coach] >>> VALID @Epoch: 938  >>> 
2023-09-22 10:18:48,884:	[Coach] >>> TEST  @Epoch: 938  >>> 
2023-09-22 10:18:51,047:	[Wall TIME] >>> ChiefCoach.train takes 2.163195 seconds ...
2023-09-22 10:18:51,115:	[Coach] >>> TRAIN @Epoch: 939  >>>  || LOSS Avg: 0.00559
2023-09-22 10:18:51,115:	[Coach] >>> VALID @Epoch: 939  >>> 
2023-09-22 10:18:51,115:	[Coach] >>> TEST  @Epoch: 939  >>> 
2023-09-22 10:18:52,869:	[Wall TIME] >>> ChiefCoach.train takes 1.753901 seconds ...
2023-09-22 10:18:53,991:	[Wall TIME] >>> ChiefCoach.valid takes 1.040605 seconds ...
2023-09-22 10:18:53,991:	[Coach] >>> TRAIN @Epoch: 940  >>>  || LOSS Avg: 0.00559
2023-09-22 10:18:53,991:	[Coach] >>> VALID @Epoch: 940  >>>  || HITRATE@1 Avg: 0.0166 || HITRATE@5 Avg: 0.0500 || HITRATE@10 Avg: 0.0763 || NDCG@5 Avg: 0.0333 || NDCG@10 Avg: 0.0418
2023-09-22 10:18:53,992:	[Coach] >>> TEST  @Epoch: 940  >>> 
2023-09-22 10:18:55,739:	[Wall TIME] >>> ChiefCoach.train takes 1.747393 seconds ...
2023-09-22 10:18:55,822:	[Coach] >>> TRAIN @Epoch: 941  >>>  || LOSS Avg: 0.00560
2023-09-22 10:18:55,822:	[Coach] >>> VALID @Epoch: 941  >>> 
2023-09-22 10:18:55,822:	[Coach] >>> TEST  @Epoch: 941  >>> 
2023-09-22 10:18:57,597:	[Wall TIME] >>> ChiefCoach.train takes 1.775251 seconds ...
2023-09-22 10:18:57,685:	[Coach] >>> TRAIN @Epoch: 942  >>>  || LOSS Avg: 0.00568
2023-09-22 10:18:57,686:	[Coach] >>> VALID @Epoch: 942  >>> 
2023-09-22 10:18:57,686:	[Coach] >>> TEST  @Epoch: 942  >>> 
2023-09-22 10:18:59,620:	[Wall TIME] >>> ChiefCoach.train takes 1.933924 seconds ...
2023-09-22 10:18:59,692:	[Coach] >>> TRAIN @Epoch: 943  >>>  || LOSS Avg: 0.00553
2023-09-22 10:18:59,692:	[Coach] >>> VALID @Epoch: 943  >>> 
2023-09-22 10:18:59,692:	[Coach] >>> TEST  @Epoch: 943  >>> 
2023-09-22 10:19:01,862:	[Wall TIME] >>> ChiefCoach.train takes 2.170151 seconds ...
2023-09-22 10:19:01,942:	[Coach] >>> TRAIN @Epoch: 944  >>>  || LOSS Avg: 0.00583
2023-09-22 10:19:01,942:	[Coach] >>> VALID @Epoch: 944  >>> 
2023-09-22 10:19:01,942:	[Coach] >>> TEST  @Epoch: 944  >>> 
2023-09-22 10:19:03,545:	[Wall TIME] >>> ChiefCoach.train takes 1.602414 seconds ...
2023-09-22 10:19:04,666:	[Wall TIME] >>> ChiefCoach.valid takes 1.039562 seconds ...
2023-09-22 10:19:04,666:	[Coach] >>> TRAIN @Epoch: 945  >>>  || LOSS Avg: 0.00562
2023-09-22 10:19:04,751:	[Coach] >>> VALID @Epoch: 945  >>>  || HITRATE@1 Avg: 0.0164 || HITRATE@5 Avg: 0.0505 || HITRATE@10 Avg: 0.0758 || NDCG@5 Avg: 0.0335 || NDCG@10 Avg: 0.0416
2023-09-22 10:19:04,752:	[Coach] >>> TEST  @Epoch: 945  >>> 
2023-09-22 10:19:06,594:	[Wall TIME] >>> ChiefCoach.train takes 1.842161 seconds ...
2023-09-22 10:19:06,665:	[Coach] >>> TRAIN @Epoch: 946  >>>  || LOSS Avg: 0.00575
2023-09-22 10:19:06,665:	[Coach] >>> VALID @Epoch: 946  >>> 
2023-09-22 10:19:06,665:	[Coach] >>> TEST  @Epoch: 946  >>> 
2023-09-22 10:19:08,463:	[Wall TIME] >>> ChiefCoach.train takes 1.797610 seconds ...
2023-09-22 10:19:08,538:	[Coach] >>> TRAIN @Epoch: 947  >>>  || LOSS Avg: 0.00562
2023-09-22 10:19:08,538:	[Coach] >>> VALID @Epoch: 947  >>> 
2023-09-22 10:19:08,538:	[Coach] >>> TEST  @Epoch: 947  >>> 
2023-09-22 10:19:10,189:	[Wall TIME] >>> ChiefCoach.train takes 1.650498 seconds ...
2023-09-22 10:19:10,260:	[Coach] >>> TRAIN @Epoch: 948  >>>  || LOSS Avg: 0.00563
2023-09-22 10:19:10,260:	[Coach] >>> VALID @Epoch: 948  >>> 
2023-09-22 10:19:10,260:	[Coach] >>> TEST  @Epoch: 948  >>> 
2023-09-22 10:19:12,150:	[Wall TIME] >>> ChiefCoach.train takes 1.889742 seconds ...
2023-09-22 10:19:12,218:	[Coach] >>> TRAIN @Epoch: 949  >>>  || LOSS Avg: 0.00560
2023-09-22 10:19:12,218:	[Coach] >>> VALID @Epoch: 949  >>> 
2023-09-22 10:19:12,218:	[Coach] >>> TEST  @Epoch: 949  >>> 
2023-09-22 10:19:14,058:	[Wall TIME] >>> ChiefCoach.train takes 1.840025 seconds ...
2023-09-22 10:19:15,175:	[Wall TIME] >>> ChiefCoach.valid takes 1.048578 seconds ...
2023-09-22 10:19:15,175:	[Coach] >>> TRAIN @Epoch: 950  >>>  || LOSS Avg: 0.00560
2023-09-22 10:19:15,175:	[Coach] >>> VALID @Epoch: 950  >>>  || HITRATE@1 Avg: 0.0160 || HITRATE@5 Avg: 0.0504 || HITRATE@10 Avg: 0.0767 || NDCG@5 Avg: 0.0334 || NDCG@10 Avg: 0.0418
2023-09-22 10:19:15,175:	[Coach] >>> TEST  @Epoch: 950  >>> 
2023-09-22 10:19:17,203:	[Wall TIME] >>> ChiefCoach.train takes 2.027203 seconds ...
2023-09-22 10:19:17,270:	[Coach] >>> TRAIN @Epoch: 951  >>>  || LOSS Avg: 0.00564
2023-09-22 10:19:17,270:	[Coach] >>> VALID @Epoch: 951  >>> 
2023-09-22 10:19:17,270:	[Coach] >>> TEST  @Epoch: 951  >>> 
2023-09-22 10:19:19,288:	[Wall TIME] >>> ChiefCoach.train takes 2.017950 seconds ...
2023-09-22 10:19:19,361:	[Coach] >>> TRAIN @Epoch: 952  >>>  || LOSS Avg: 0.00559
2023-09-22 10:19:19,362:	[Coach] >>> VALID @Epoch: 952  >>> 
2023-09-22 10:19:19,362:	[Coach] >>> TEST  @Epoch: 952  >>> 
2023-09-22 10:19:21,166:	[Wall TIME] >>> ChiefCoach.train takes 1.803760 seconds ...
2023-09-22 10:19:21,264:	[Coach] >>> TRAIN @Epoch: 953  >>>  || LOSS Avg: 0.00559
2023-09-22 10:19:21,264:	[Coach] >>> VALID @Epoch: 953  >>> 
2023-09-22 10:19:21,264:	[Coach] >>> TEST  @Epoch: 953  >>> 
2023-09-22 10:19:23,210:	[Wall TIME] >>> ChiefCoach.train takes 1.945370 seconds ...
2023-09-22 10:19:23,279:	[Coach] >>> TRAIN @Epoch: 954  >>>  || LOSS Avg: 0.00554
2023-09-22 10:19:23,279:	[Coach] >>> VALID @Epoch: 954  >>> 
2023-09-22 10:19:23,280:	[Coach] >>> TEST  @Epoch: 954  >>> 
2023-09-22 10:19:25,080:	[Wall TIME] >>> ChiefCoach.train takes 1.800034 seconds ...
2023-09-22 10:19:26,135:	[Wall TIME] >>> ChiefCoach.valid takes 0.980488 seconds ...
2023-09-22 10:19:26,136:	[Coach] >>> TRAIN @Epoch: 955  >>>  || LOSS Avg: 0.00569
2023-09-22 10:19:26,136:	[Coach] >>> VALID @Epoch: 955  >>>  || HITRATE@1 Avg: 0.0156 || HITRATE@5 Avg: 0.0508 || HITRATE@10 Avg: 0.0767 || NDCG@5 Avg: 0.0332 || NDCG@10 Avg: 0.0416
2023-09-22 10:19:26,136:	[Coach] >>> TEST  @Epoch: 955  >>> 
2023-09-22 10:19:27,755:	[Wall TIME] >>> ChiefCoach.train takes 1.619230 seconds ...
2023-09-22 10:19:27,827:	[Coach] >>> TRAIN @Epoch: 956  >>>  || LOSS Avg: 0.00556
2023-09-22 10:19:27,828:	[Coach] >>> VALID @Epoch: 956  >>> 
2023-09-22 10:19:27,828:	[Coach] >>> TEST  @Epoch: 956  >>> 
2023-09-22 10:19:29,580:	[Wall TIME] >>> ChiefCoach.train takes 1.752379 seconds ...
2023-09-22 10:19:29,661:	[Coach] >>> TRAIN @Epoch: 957  >>>  || LOSS Avg: 0.00560
2023-09-22 10:19:29,662:	[Coach] >>> VALID @Epoch: 957  >>> 
2023-09-22 10:19:29,662:	[Coach] >>> TEST  @Epoch: 957  >>> 
2023-09-22 10:19:31,700:	[Wall TIME] >>> ChiefCoach.train takes 2.038682 seconds ...
2023-09-22 10:19:31,916:	[Coach] >>> TRAIN @Epoch: 958  >>>  || LOSS Avg: 0.00567
2023-09-22 10:19:31,916:	[Coach] >>> VALID @Epoch: 958  >>> 
2023-09-22 10:19:31,916:	[Coach] >>> TEST  @Epoch: 958  >>> 
2023-09-22 10:19:33,641:	[Wall TIME] >>> ChiefCoach.train takes 1.724339 seconds ...
2023-09-22 10:19:33,856:	[Coach] >>> TRAIN @Epoch: 959  >>>  || LOSS Avg: 0.00546
2023-09-22 10:19:33,857:	[Coach] >>> VALID @Epoch: 959  >>> 
2023-09-22 10:19:33,857:	[Coach] >>> TEST  @Epoch: 959  >>> 
2023-09-22 10:19:35,609:	[Wall TIME] >>> ChiefCoach.train takes 1.751953 seconds ...
2023-09-22 10:19:36,899:	[Wall TIME] >>> ChiefCoach.valid takes 1.219152 seconds ...
2023-09-22 10:19:36,900:	[Coach] >>> TRAIN @Epoch: 960  >>>  || LOSS Avg: 0.00541
2023-09-22 10:19:36,900:	[Coach] >>> VALID @Epoch: 960  >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0507 || HITRATE@10 Avg: 0.0776 || NDCG@5 Avg: 0.0332 || NDCG@10 Avg: 0.0418
2023-09-22 10:19:36,900:	[Coach] >>> TEST  @Epoch: 960  >>> 
2023-09-22 10:19:38,718:	[Wall TIME] >>> ChiefCoach.train takes 1.817656 seconds ...
2023-09-22 10:19:38,951:	[Coach] >>> TRAIN @Epoch: 961  >>>  || LOSS Avg: 0.00557
2023-09-22 10:19:38,951:	[Coach] >>> VALID @Epoch: 961  >>> 
2023-09-22 10:19:38,951:	[Coach] >>> TEST  @Epoch: 961  >>> 
2023-09-22 10:19:40,838:	[Wall TIME] >>> ChiefCoach.train takes 1.886422 seconds ...
2023-09-22 10:19:40,928:	[Coach] >>> TRAIN @Epoch: 962  >>>  || LOSS Avg: 0.00553
2023-09-22 10:19:40,928:	[Coach] >>> VALID @Epoch: 962  >>> 
2023-09-22 10:19:40,928:	[Coach] >>> TEST  @Epoch: 962  >>> 
2023-09-22 10:19:42,891:	[Wall TIME] >>> ChiefCoach.train takes 1.962425 seconds ...
2023-09-22 10:19:42,970:	[Coach] >>> TRAIN @Epoch: 963  >>>  || LOSS Avg: 0.00557
2023-09-22 10:19:42,970:	[Coach] >>> VALID @Epoch: 963  >>> 
2023-09-22 10:19:42,970:	[Coach] >>> TEST  @Epoch: 963  >>> 
2023-09-22 10:19:44,682:	[Wall TIME] >>> ChiefCoach.train takes 1.711493 seconds ...
2023-09-22 10:19:44,750:	[Coach] >>> TRAIN @Epoch: 964  >>>  || LOSS Avg: 0.00558
2023-09-22 10:19:44,751:	[Coach] >>> VALID @Epoch: 964  >>> 
2023-09-22 10:19:44,751:	[Coach] >>> TEST  @Epoch: 964  >>> 
2023-09-22 10:19:46,356:	[Wall TIME] >>> ChiefCoach.train takes 1.604815 seconds ...
2023-09-22 10:19:47,519:	[Wall TIME] >>> ChiefCoach.valid takes 1.083726 seconds ...
2023-09-22 10:19:47,519:	[Coach] >>> TRAIN @Epoch: 965  >>>  || LOSS Avg: 0.00551
2023-09-22 10:19:47,519:	[Coach] >>> VALID @Epoch: 965  >>>  || HITRATE@1 Avg: 0.0153 || HITRATE@5 Avg: 0.0504 || HITRATE@10 Avg: 0.0769 || NDCG@5 Avg: 0.0331 || NDCG@10 Avg: 0.0416
2023-09-22 10:19:47,519:	[Coach] >>> TEST  @Epoch: 965  >>> 
2023-09-22 10:19:49,434:	[Wall TIME] >>> ChiefCoach.train takes 1.914494 seconds ...
2023-09-22 10:19:49,505:	[Coach] >>> TRAIN @Epoch: 966  >>>  || LOSS Avg: 0.00576
2023-09-22 10:19:49,505:	[Coach] >>> VALID @Epoch: 966  >>> 
2023-09-22 10:19:49,505:	[Coach] >>> TEST  @Epoch: 966  >>> 
2023-09-22 10:19:51,228:	[Wall TIME] >>> ChiefCoach.train takes 1.723100 seconds ...
2023-09-22 10:19:51,320:	[Coach] >>> TRAIN @Epoch: 967  >>>  || LOSS Avg: 0.00550
2023-09-22 10:19:51,320:	[Coach] >>> VALID @Epoch: 967  >>> 
2023-09-22 10:19:51,320:	[Coach] >>> TEST  @Epoch: 967  >>> 
2023-09-22 10:19:53,153:	[Wall TIME] >>> ChiefCoach.train takes 1.832060 seconds ...
2023-09-22 10:19:53,232:	[Coach] >>> TRAIN @Epoch: 968  >>>  || LOSS Avg: 0.00550
2023-09-22 10:19:53,232:	[Coach] >>> VALID @Epoch: 968  >>> 
2023-09-22 10:19:53,232:	[Coach] >>> TEST  @Epoch: 968  >>> 
2023-09-22 10:19:55,012:	[Wall TIME] >>> ChiefCoach.train takes 1.779718 seconds ...
2023-09-22 10:19:55,107:	[Coach] >>> TRAIN @Epoch: 969  >>>  || LOSS Avg: 0.00572
2023-09-22 10:19:55,108:	[Coach] >>> VALID @Epoch: 969  >>> 
2023-09-22 10:19:55,108:	[Coach] >>> TEST  @Epoch: 969  >>> 
2023-09-22 10:19:57,068:	[Wall TIME] >>> ChiefCoach.train takes 1.960010 seconds ...
2023-09-22 10:19:58,237:	[Wall TIME] >>> ChiefCoach.valid takes 1.100170 seconds ...
2023-09-22 10:19:58,238:	[Coach] >>> TRAIN @Epoch: 970  >>>  || LOSS Avg: 0.00559
2023-09-22 10:19:58,238:	[Coach] >>> VALID @Epoch: 970  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0510 || HITRATE@10 Avg: 0.0771 || NDCG@5 Avg: 0.0334 || NDCG@10 Avg: 0.0418
2023-09-22 10:19:58,238:	[Coach] >>> TEST  @Epoch: 970  >>> 
2023-09-22 10:19:59,838:	[Wall TIME] >>> ChiefCoach.train takes 1.599128 seconds ...
2023-09-22 10:19:59,914:	[Coach] >>> TRAIN @Epoch: 971  >>>  || LOSS Avg: 0.00556
2023-09-22 10:19:59,915:	[Coach] >>> VALID @Epoch: 971  >>> 
2023-09-22 10:19:59,915:	[Coach] >>> TEST  @Epoch: 971  >>> 
2023-09-22 10:20:01,793:	[Wall TIME] >>> ChiefCoach.train takes 1.877724 seconds ...
2023-09-22 10:20:02,129:	[Coach] >>> TRAIN @Epoch: 972  >>>  || LOSS Avg: 0.00560
2023-09-22 10:20:02,129:	[Coach] >>> VALID @Epoch: 972  >>> 
2023-09-22 10:20:02,129:	[Coach] >>> TEST  @Epoch: 972  >>> 
2023-09-22 10:20:04,521:	[Wall TIME] >>> ChiefCoach.train takes 2.391260 seconds ...
2023-09-22 10:20:04,746:	[Coach] >>> TRAIN @Epoch: 973  >>>  || LOSS Avg: 0.00569
2023-09-22 10:20:04,746:	[Coach] >>> VALID @Epoch: 973  >>> 
2023-09-22 10:20:04,746:	[Coach] >>> TEST  @Epoch: 973  >>> 
2023-09-22 10:20:06,500:	[Wall TIME] >>> ChiefCoach.train takes 1.753146 seconds ...
2023-09-22 10:20:06,572:	[Coach] >>> TRAIN @Epoch: 974  >>>  || LOSS Avg: 0.00572
2023-09-22 10:20:06,572:	[Coach] >>> VALID @Epoch: 974  >>> 
2023-09-22 10:20:06,572:	[Coach] >>> TEST  @Epoch: 974  >>> 
2023-09-22 10:20:08,311:	[Wall TIME] >>> ChiefCoach.train takes 1.738637 seconds ...
2023-09-22 10:20:09,492:	[Wall TIME] >>> ChiefCoach.valid takes 1.067580 seconds ...
2023-09-22 10:20:09,493:	[Coach] >>> TRAIN @Epoch: 975  >>>  || LOSS Avg: 0.00550
2023-09-22 10:20:09,493:	[Coach] >>> VALID @Epoch: 975  >>>  || HITRATE@1 Avg: 0.0153 || HITRATE@5 Avg: 0.0508 || HITRATE@10 Avg: 0.0758 || NDCG@5 Avg: 0.0332 || NDCG@10 Avg: 0.0412
2023-09-22 10:20:09,493:	[Coach] >>> TEST  @Epoch: 975  >>> 
2023-09-22 10:20:11,439:	[Wall TIME] >>> ChiefCoach.train takes 1.945823 seconds ...
2023-09-22 10:20:11,509:	[Coach] >>> TRAIN @Epoch: 976  >>>  || LOSS Avg: 0.00566
2023-09-22 10:20:11,509:	[Coach] >>> VALID @Epoch: 976  >>> 
2023-09-22 10:20:11,509:	[Coach] >>> TEST  @Epoch: 976  >>> 
2023-09-22 10:20:13,211:	[Wall TIME] >>> ChiefCoach.train takes 1.701990 seconds ...
2023-09-22 10:20:13,281:	[Coach] >>> TRAIN @Epoch: 977  >>>  || LOSS Avg: 0.00563
2023-09-22 10:20:13,281:	[Coach] >>> VALID @Epoch: 977  >>> 
2023-09-22 10:20:13,281:	[Coach] >>> TEST  @Epoch: 977  >>> 
2023-09-22 10:20:15,054:	[Wall TIME] >>> ChiefCoach.train takes 1.772925 seconds ...
2023-09-22 10:20:15,123:	[Coach] >>> TRAIN @Epoch: 978  >>>  || LOSS Avg: 0.00567
2023-09-22 10:20:15,123:	[Coach] >>> VALID @Epoch: 978  >>> 
2023-09-22 10:20:15,124:	[Coach] >>> TEST  @Epoch: 978  >>> 
2023-09-22 10:20:17,268:	[Wall TIME] >>> ChiefCoach.train takes 2.144228 seconds ...
2023-09-22 10:20:17,336:	[Coach] >>> TRAIN @Epoch: 979  >>>  || LOSS Avg: 0.00555
2023-09-22 10:20:17,336:	[Coach] >>> VALID @Epoch: 979  >>> 
2023-09-22 10:20:17,336:	[Coach] >>> TEST  @Epoch: 979  >>> 
2023-09-22 10:20:19,110:	[Wall TIME] >>> ChiefCoach.train takes 1.772981 seconds ...
2023-09-22 10:20:20,220:	[Wall TIME] >>> ChiefCoach.valid takes 1.037783 seconds ...
2023-09-22 10:20:20,220:	[Coach] >>> TRAIN @Epoch: 980  >>>  || LOSS Avg: 0.00558
2023-09-22 10:20:20,220:	[Coach] >>> VALID @Epoch: 980  >>>  || HITRATE@1 Avg: 0.0157 || HITRATE@5 Avg: 0.0512 || HITRATE@10 Avg: 0.0754 || NDCG@5 Avg: 0.0336 || NDCG@10 Avg: 0.0414
2023-09-22 10:20:20,220:	[Coach] >>> TEST  @Epoch: 980  >>> 
2023-09-22 10:20:22,172:	[Wall TIME] >>> ChiefCoach.train takes 1.951680 seconds ...
2023-09-22 10:20:22,251:	[Coach] >>> TRAIN @Epoch: 981  >>>  || LOSS Avg: 0.00559
2023-09-22 10:20:22,251:	[Coach] >>> VALID @Epoch: 981  >>> 
2023-09-22 10:20:22,251:	[Coach] >>> TEST  @Epoch: 981  >>> 
2023-09-22 10:20:23,877:	[Wall TIME] >>> ChiefCoach.train takes 1.625699 seconds ...
2023-09-22 10:20:24,008:	[Coach] >>> TRAIN @Epoch: 982  >>>  || LOSS Avg: 0.00552
2023-09-22 10:20:24,008:	[Coach] >>> VALID @Epoch: 982  >>> 
2023-09-22 10:20:24,008:	[Coach] >>> TEST  @Epoch: 982  >>> 
2023-09-22 10:20:25,924:	[Wall TIME] >>> ChiefCoach.train takes 1.915143 seconds ...
2023-09-22 10:20:26,045:	[Coach] >>> TRAIN @Epoch: 983  >>>  || LOSS Avg: 0.00562
2023-09-22 10:20:26,045:	[Coach] >>> VALID @Epoch: 983  >>> 
2023-09-22 10:20:26,045:	[Coach] >>> TEST  @Epoch: 983  >>> 
2023-09-22 10:20:27,638:	[Wall TIME] >>> ChiefCoach.train takes 1.592021 seconds ...
2023-09-22 10:20:27,714:	[Coach] >>> TRAIN @Epoch: 984  >>>  || LOSS Avg: 0.00558
2023-09-22 10:20:27,714:	[Coach] >>> VALID @Epoch: 984  >>> 
2023-09-22 10:20:27,714:	[Coach] >>> TEST  @Epoch: 984  >>> 
2023-09-22 10:20:29,743:	[Wall TIME] >>> ChiefCoach.train takes 2.028570 seconds ...
2023-09-22 10:20:30,886:	[Wall TIME] >>> ChiefCoach.valid takes 1.063241 seconds ...
2023-09-22 10:20:30,887:	[Coach] >>> TRAIN @Epoch: 985  >>>  || LOSS Avg: 0.00555
2023-09-22 10:20:30,887:	[Coach] >>> VALID @Epoch: 985  >>>  || HITRATE@1 Avg: 0.0162 || HITRATE@5 Avg: 0.0512 || HITRATE@10 Avg: 0.0765 || NDCG@5 Avg: 0.0338 || NDCG@10 Avg: 0.0420
2023-09-22 10:20:30,887:	[Coach] >>> TEST  @Epoch: 985  >>> 
2023-09-22 10:20:32,556:	[Wall TIME] >>> ChiefCoach.train takes 1.669358 seconds ...
2023-09-22 10:20:32,726:	[Coach] >>> TRAIN @Epoch: 986  >>>  || LOSS Avg: 0.00557
2023-09-22 10:20:32,726:	[Coach] >>> VALID @Epoch: 986  >>> 
2023-09-22 10:20:32,726:	[Coach] >>> TEST  @Epoch: 986  >>> 
2023-09-22 10:20:34,749:	[Wall TIME] >>> ChiefCoach.train takes 2.022631 seconds ...
2023-09-22 10:20:34,821:	[Coach] >>> TRAIN @Epoch: 987  >>>  || LOSS Avg: 0.00564
2023-09-22 10:20:34,821:	[Coach] >>> VALID @Epoch: 987  >>> 
2023-09-22 10:20:34,821:	[Coach] >>> TEST  @Epoch: 987  >>> 
2023-09-22 10:20:36,637:	[Wall TIME] >>> ChiefCoach.train takes 1.815633 seconds ...
2023-09-22 10:20:36,740:	[Coach] >>> TRAIN @Epoch: 988  >>>  || LOSS Avg: 0.00556
2023-09-22 10:20:36,740:	[Coach] >>> VALID @Epoch: 988  >>> 
2023-09-22 10:20:36,741:	[Coach] >>> TEST  @Epoch: 988  >>> 
2023-09-22 10:20:38,719:	[Wall TIME] >>> ChiefCoach.train takes 1.978084 seconds ...
2023-09-22 10:20:38,792:	[Coach] >>> TRAIN @Epoch: 989  >>>  || LOSS Avg: 0.00551
2023-09-22 10:20:38,792:	[Coach] >>> VALID @Epoch: 989  >>> 
2023-09-22 10:20:38,792:	[Coach] >>> TEST  @Epoch: 989  >>> 
2023-09-22 10:20:40,430:	[Wall TIME] >>> ChiefCoach.train takes 1.638043 seconds ...
2023-09-22 10:20:41,578:	[Wall TIME] >>> ChiefCoach.valid takes 1.055830 seconds ...
2023-09-22 10:20:41,578:	[Coach] >>> TRAIN @Epoch: 990  >>>  || LOSS Avg: 0.00572
2023-09-22 10:20:41,578:	[Coach] >>> VALID @Epoch: 990  >>>  || HITRATE@1 Avg: 0.0161 || HITRATE@5 Avg: 0.0504 || HITRATE@10 Avg: 0.0761 || NDCG@5 Avg: 0.0334 || NDCG@10 Avg: 0.0416
2023-09-22 10:20:41,579:	[Coach] >>> TEST  @Epoch: 990  >>> 
2023-09-22 10:20:43,507:	[Wall TIME] >>> ChiefCoach.train takes 1.928625 seconds ...
2023-09-22 10:20:43,750:	[Coach] >>> TRAIN @Epoch: 991  >>>  || LOSS Avg: 0.00559
2023-09-22 10:20:43,750:	[Coach] >>> VALID @Epoch: 991  >>> 
2023-09-22 10:20:43,750:	[Coach] >>> TEST  @Epoch: 991  >>> 
2023-09-22 10:20:45,814:	[Wall TIME] >>> ChiefCoach.train takes 2.062920 seconds ...
2023-09-22 10:20:45,902:	[Coach] >>> TRAIN @Epoch: 992  >>>  || LOSS Avg: 0.00563
2023-09-22 10:20:45,902:	[Coach] >>> VALID @Epoch: 992  >>> 
2023-09-22 10:20:45,902:	[Coach] >>> TEST  @Epoch: 992  >>> 
2023-09-22 10:20:47,684:	[Wall TIME] >>> ChiefCoach.train takes 1.782282 seconds ...
2023-09-22 10:20:47,779:	[Coach] >>> TRAIN @Epoch: 993  >>>  || LOSS Avg: 0.00544
2023-09-22 10:20:47,779:	[Coach] >>> VALID @Epoch: 993  >>> 
2023-09-22 10:20:47,780:	[Coach] >>> TEST  @Epoch: 993  >>> 
2023-09-22 10:20:49,585:	[Wall TIME] >>> ChiefCoach.train takes 1.805088 seconds ...
2023-09-22 10:20:49,818:	[Coach] >>> TRAIN @Epoch: 994  >>>  || LOSS Avg: 0.00550
2023-09-22 10:20:49,818:	[Coach] >>> VALID @Epoch: 994  >>> 
2023-09-22 10:20:49,818:	[Coach] >>> TEST  @Epoch: 994  >>> 
2023-09-22 10:20:51,532:	[Wall TIME] >>> ChiefCoach.train takes 1.713168 seconds ...
2023-09-22 10:20:52,702:	[Wall TIME] >>> ChiefCoach.valid takes 1.060751 seconds ...
2023-09-22 10:20:52,703:	[Coach] >>> TRAIN @Epoch: 995  >>>  || LOSS Avg: 0.00566
2023-09-22 10:20:52,703:	[Coach] >>> VALID @Epoch: 995  >>>  || HITRATE@1 Avg: 0.0158 || HITRATE@5 Avg: 0.0510 || HITRATE@10 Avg: 0.0766 || NDCG@5 Avg: 0.0335 || NDCG@10 Avg: 0.0418
2023-09-22 10:20:52,703:	[Coach] >>> TEST  @Epoch: 995  >>> 
2023-09-22 10:20:54,657:	[Wall TIME] >>> ChiefCoach.train takes 1.954186 seconds ...
2023-09-22 10:20:54,728:	[Coach] >>> TRAIN @Epoch: 996  >>>  || LOSS Avg: 0.00556
2023-09-22 10:20:54,728:	[Coach] >>> VALID @Epoch: 996  >>> 
2023-09-22 10:20:54,728:	[Coach] >>> TEST  @Epoch: 996  >>> 
2023-09-22 10:20:56,370:	[Wall TIME] >>> ChiefCoach.train takes 1.641712 seconds ...
2023-09-22 10:20:56,449:	[Coach] >>> TRAIN @Epoch: 997  >>>  || LOSS Avg: 0.00568
2023-09-22 10:20:56,449:	[Coach] >>> VALID @Epoch: 997  >>> 
2023-09-22 10:20:56,450:	[Coach] >>> TEST  @Epoch: 997  >>> 
2023-09-22 10:20:57,995:	[Wall TIME] >>> ChiefCoach.train takes 1.545760 seconds ...
2023-09-22 10:20:58,080:	[Coach] >>> TRAIN @Epoch: 998  >>>  || LOSS Avg: 0.00568
2023-09-22 10:20:58,080:	[Coach] >>> VALID @Epoch: 998  >>> 
2023-09-22 10:20:58,080:	[Coach] >>> TEST  @Epoch: 998  >>> 
2023-09-22 10:20:59,716:	[Wall TIME] >>> ChiefCoach.train takes 1.635440 seconds ...
2023-09-22 10:20:59,832:	[Coach] >>> TRAIN @Epoch: 999  >>>  || LOSS Avg: 0.00558
2023-09-22 10:20:59,832:	[Coach] >>> VALID @Epoch: 999  >>> 
2023-09-22 10:20:59,832:	[Coach] >>> TEST  @Epoch: 999  >>> 
2023-09-22 10:21:01,672:	[Wall TIME] >>> ChiefCoach.train takes 1.839329 seconds ...
2023-09-22 10:21:02,694:	[Wall TIME] >>> ChiefCoach.valid takes 1.000039 seconds ...
2023-09-22 10:21:03,716:	[Wall TIME] >>> ChiefCoach.test takes 1.021430 seconds ...
2023-09-22 10:21:03,716:	[Coach] >>> TRAIN @Epoch: 1000 >>>  || LOSS Avg: 0.00551
2023-09-22 10:21:03,716:	[Coach] >>> VALID @Epoch: 1000 >>>  || HITRATE@1 Avg: 0.0165 || HITRATE@5 Avg: 0.0501 || HITRATE@10 Avg: 0.0768 || NDCG@5 Avg: 0.0335 || NDCG@10 Avg: 0.0421
2023-09-22 10:21:03,717:	[Coach] >>> TEST  @Epoch: 1000 >>>  || HITRATE@1 Avg: 0.0077 || HITRATE@5 Avg: 0.0298 || HITRATE@10 Avg: 0.0485 || NDCG@5 Avg: 0.0189 || NDCG@10 Avg: 0.0249
2023-09-22 10:21:05,432:	   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.005412     959
1   valid   HITRATE@1  0.016590     940
2   valid   HITRATE@5  0.051245     985
3   valid  HITRATE@10  0.077628     905
4   valid      NDCG@5  0.033850     985
5   valid     NDCG@10  0.042269     890
6    test   HITRATE@1  0.007736       0
7    test   HITRATE@5  0.029826       0
8    test  HITRATE@10  0.048518       0
9    test      NDCG@5  0.018903       0
10   test     NDCG@10  0.024926       0
2023-09-22 10:21:05,433:	[LoG_PaTH] >>> ./logs/I-I-Beauty-5/AmazonBeauty_550_Chron/0-0922094516
2023-09-22 10:21:05,697:	[Wall TIME] >>> Coach.summary takes 1.980821 seconds ...
2023-09-22 10:21:05,698:	[Coach] >>> Load best model @Epoch 890  
2023-09-22 10:21:06,689:	[Wall TIME] >>> ChiefCoach.valid takes 0.983709 seconds ...
2023-09-22 10:21:07,761:	[Wall TIME] >>> ChiefCoach.test takes 1.071575 seconds ...
2023-09-22 10:21:07,761:	[Coach] >>> TRAIN @Epoch: 890  >>> 
2023-09-22 10:21:07,761:	[Coach] >>> VALID @Epoch: 890  >>>  || HITRATE@1 Avg: 0.0165 || HITRATE@5 Avg: 0.0504 || HITRATE@10 Avg: 0.0776 || NDCG@5 Avg: 0.0336 || NDCG@10 Avg: 0.0423
2023-09-22 10:21:07,761:	[Coach] >>> TEST  @Epoch: 890  >>>  || HITRATE@1 Avg: 0.0076 || HITRATE@5 Avg: 0.0297 || HITRATE@10 Avg: 0.0482 || NDCG@5 Avg: 0.0186 || NDCG@10 Avg: 0.0246
2023-09-22 10:21:07,770:	[Wall TIME] >>> Coach.fit takes 2143.560576 seconds ...
