2023-09-21 13:27:26,748:	========================================================================
2023-09-21 13:27:26,749:	========================================================================
2023-09-21 13:27:26,749:	========================================================================
2023-09-21 13:27:26,749:	[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True
2023-09-21 13:27:26,749:	[Seed] >>> Set seed: 1
2023-09-21 13:27:26,750:	[PARSER] >>>
[BENCHMARK: False] 
[SEED: 1] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: Beauty-5] 
[root: ../../data] 
[dataset: AmazonBeauty_550_Chron] 
[config: configs/AmazonBeauty_550_Chron.yaml] 
[ranking: full] 
[device: 0] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.95] 
[weight_decay: 0.1] 
[lr: 0.0005] 
[batch_size: 256] 
[epochs: 500] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0921132723] 
[maxlen: 50] 
[maxlen4graph: 50] 
[num_heads: 4] 
[num_blocks: 2] 
[hidden_size: 64] 
[dropout_rate: 0.2] 
[mask_prob: 0.5] 
[decay_step: 25] 
[decay_factor: 1.0] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/Beauty-5/AmazonBeauty_550_Chron/0] 
[LOG_PATH: ./logs/Beauty-5/AmazonBeauty_550_Chron/0-0921132723] 

2023-09-21 13:27:26,750:	[Wall TIME] >>> Parser.compile takes 0.005020 seconds ...
2023-09-21 13:27:26,761:	[AmazonBeauty_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.User,FieldTags.ID,FieldTags.Sparse]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.Item,FieldTags.Sparse,FieldTags.ID]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Timestamp,FieldTags.Dense]
2023-09-21 13:27:26,973:	+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |      Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| 22363  | 12101  | 8.876358270357287 |     198502    | 153776 | 22363  | 22363 | 0.0007335227064174272 |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
2023-09-21 13:27:26,973:	[Wall TIME] >>> RecDataSet.compile takes 0.222523 seconds ...
2023-09-21 13:27:27,139:	[Wall TIME] >>> SeqValidYielder.prepare takes 0.091681 seconds ...
2023-09-21 13:27:27,327:	[Wall TIME] >>> SeqTestYielder.prepare takes 0.187285 seconds ...
2023-09-21 13:27:31,123:	[Coach] >>> Set best meter: NDCG@10 
2023-09-21 13:27:31,124:	[Wall TIME] >>> Coach.compile takes 0.001346 seconds ...
2023-09-21 13:27:35,498:	[Wall TIME] >>> ChiefCoach.valid takes 4.335404 seconds ...
2023-09-21 13:27:35,499:	[Coach] >>> Better ***NDCG@10*** of ***0.0013*** 
2023-09-21 13:27:35,516:	[Coach] >>> TRAIN @Epoch: 0    >>> 
2023-09-21 13:27:35,516:	[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0009 || HITRATE@5 Avg: 0.0012 || HITRATE@10 Avg: 0.0018 || NDCG@5 Avg: 0.0011 || NDCG@10 Avg: 0.0013
2023-09-21 13:27:35,516:	[Coach] >>> TEST  @Epoch: 0    >>> 
2023-09-21 13:27:41,623:	[Wall TIME] >>> ChiefCoach.train takes 6.106282 seconds ...
2023-09-21 13:27:41,700:	[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 9.34941
2023-09-21 13:27:41,700:	[Coach] >>> VALID @Epoch: 1    >>> 
2023-09-21 13:27:41,700:	[Coach] >>> TEST  @Epoch: 1    >>> 
2023-09-21 13:27:47,692:	[Wall TIME] >>> ChiefCoach.train takes 5.991500 seconds ...
2023-09-21 13:27:47,756:	[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 9.10883
2023-09-21 13:27:47,756:	[Coach] >>> VALID @Epoch: 2    >>> 
2023-09-21 13:27:47,756:	[Coach] >>> TEST  @Epoch: 2    >>> 
2023-09-21 13:27:53,833:	[Wall TIME] >>> ChiefCoach.train takes 6.076362 seconds ...
2023-09-21 13:27:53,911:	[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 8.88809
2023-09-21 13:27:53,911:	[Coach] >>> VALID @Epoch: 3    >>> 
2023-09-21 13:27:53,911:	[Coach] >>> TEST  @Epoch: 3    >>> 
2023-09-21 13:28:00,061:	[Wall TIME] >>> ChiefCoach.train takes 6.149275 seconds ...
2023-09-21 13:28:00,126:	[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 8.73462
2023-09-21 13:28:00,127:	[Coach] >>> VALID @Epoch: 4    >>> 
2023-09-21 13:28:00,127:	[Coach] >>> TEST  @Epoch: 4    >>> 
2023-09-21 13:28:05,788:	[Wall TIME] >>> ChiefCoach.train takes 5.660949 seconds ...
2023-09-21 13:28:09,597:	[Wall TIME] >>> ChiefCoach.valid takes 3.744419 seconds ...
2023-09-21 13:28:09,598:	[Coach] >>> Better ***NDCG@10*** of ***0.0103*** 
2023-09-21 13:28:09,620:	[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 8.63365
2023-09-21 13:28:09,621:	[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0023 || HITRATE@5 Avg: 0.0114 || HITRATE@10 Avg: 0.0227 || NDCG@5 Avg: 0.0067 || NDCG@10 Avg: 0.0103
2023-09-21 13:28:09,621:	[Coach] >>> TEST  @Epoch: 5    >>> 
2023-09-21 13:28:15,792:	[Wall TIME] >>> ChiefCoach.train takes 6.171125 seconds ...
2023-09-21 13:28:15,854:	[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 8.56707
2023-09-21 13:28:15,854:	[Coach] >>> VALID @Epoch: 6    >>> 
2023-09-21 13:28:15,854:	[Coach] >>> TEST  @Epoch: 6    >>> 
2023-09-21 13:28:22,115:	[Wall TIME] >>> ChiefCoach.train takes 6.260370 seconds ...
2023-09-21 13:28:22,201:	[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 8.49308
2023-09-21 13:28:22,202:	[Coach] >>> VALID @Epoch: 7    >>> 
2023-09-21 13:28:22,202:	[Coach] >>> TEST  @Epoch: 7    >>> 
2023-09-21 13:28:28,291:	[Wall TIME] >>> ChiefCoach.train takes 6.089225 seconds ...
2023-09-21 13:28:28,362:	[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 8.42833
2023-09-21 13:28:28,363:	[Coach] >>> VALID @Epoch: 8    >>> 
2023-09-21 13:28:28,363:	[Coach] >>> TEST  @Epoch: 8    >>> 
2023-09-21 13:28:34,448:	[Wall TIME] >>> ChiefCoach.train takes 6.085109 seconds ...
2023-09-21 13:28:34,518:	[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 8.39029
2023-09-21 13:28:34,518:	[Coach] >>> VALID @Epoch: 9    >>> 
2023-09-21 13:28:34,518:	[Coach] >>> TEST  @Epoch: 9    >>> 
2023-09-21 13:28:40,224:	[Wall TIME] >>> ChiefCoach.train takes 5.705801 seconds ...
2023-09-21 13:28:44,164:	[Wall TIME] >>> ChiefCoach.valid takes 3.875577 seconds ...
2023-09-21 13:28:44,165:	[Coach] >>> Better ***NDCG@10*** of ***0.0170*** 
2023-09-21 13:28:44,188:	[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 8.33921
2023-09-21 13:28:44,188:	[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0050 || HITRATE@5 Avg: 0.0178 || HITRATE@10 Avg: 0.0349 || NDCG@5 Avg: 0.0115 || NDCG@10 Avg: 0.0170
2023-09-21 13:28:44,188:	[Coach] >>> TEST  @Epoch: 10   >>> 
2023-09-21 13:28:50,301:	[Wall TIME] >>> ChiefCoach.train takes 6.112280 seconds ...
2023-09-21 13:28:50,367:	[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 8.29373
2023-09-21 13:28:50,367:	[Coach] >>> VALID @Epoch: 11   >>> 
2023-09-21 13:28:50,367:	[Coach] >>> TEST  @Epoch: 11   >>> 
2023-09-21 13:28:56,338:	[Wall TIME] >>> ChiefCoach.train takes 5.970625 seconds ...
2023-09-21 13:28:56,413:	[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 8.25333
2023-09-21 13:28:56,413:	[Coach] >>> VALID @Epoch: 12   >>> 
2023-09-21 13:28:56,413:	[Coach] >>> TEST  @Epoch: 12   >>> 
2023-09-21 13:29:02,725:	[Wall TIME] >>> ChiefCoach.train takes 6.311565 seconds ...
2023-09-21 13:29:02,805:	[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 8.21140
2023-09-21 13:29:02,805:	[Coach] >>> VALID @Epoch: 13   >>> 
2023-09-21 13:29:02,806:	[Coach] >>> TEST  @Epoch: 13   >>> 
2023-09-21 13:29:08,867:	[Wall TIME] >>> ChiefCoach.train takes 6.060836 seconds ...
2023-09-21 13:29:08,932:	[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 8.15341
2023-09-21 13:29:08,932:	[Coach] >>> VALID @Epoch: 14   >>> 
2023-09-21 13:29:08,932:	[Coach] >>> TEST  @Epoch: 14   >>> 
2023-09-21 13:29:14,739:	[Wall TIME] >>> ChiefCoach.train takes 5.807261 seconds ...
2023-09-21 13:29:18,748:	[Wall TIME] >>> ChiefCoach.valid takes 3.941133 seconds ...
2023-09-21 13:29:18,749:	[Coach] >>> Better ***NDCG@10*** of ***0.0193*** 
2023-09-21 13:29:18,769:	[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 8.17462
2023-09-21 13:29:18,769:	[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0050 || HITRATE@5 Avg: 0.0234 || HITRATE@10 Avg: 0.0394 || NDCG@5 Avg: 0.0141 || NDCG@10 Avg: 0.0193
2023-09-21 13:29:18,770:	[Coach] >>> TEST  @Epoch: 15   >>> 
2023-09-21 13:29:24,973:	[Wall TIME] >>> ChiefCoach.train takes 6.203218 seconds ...
2023-09-21 13:29:25,038:	[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 8.12370
2023-09-21 13:29:25,038:	[Coach] >>> VALID @Epoch: 16   >>> 
2023-09-21 13:29:25,038:	[Coach] >>> TEST  @Epoch: 16   >>> 
2023-09-21 13:29:31,351:	[Wall TIME] >>> ChiefCoach.train takes 6.312526 seconds ...
2023-09-21 13:29:31,415:	[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 8.13594
2023-09-21 13:29:31,416:	[Coach] >>> VALID @Epoch: 17   >>> 
2023-09-21 13:29:31,416:	[Coach] >>> TEST  @Epoch: 17   >>> 
2023-09-21 13:29:37,619:	[Wall TIME] >>> ChiefCoach.train takes 6.202944 seconds ...
2023-09-21 13:29:37,690:	[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 8.07757
2023-09-21 13:29:37,691:	[Coach] >>> VALID @Epoch: 18   >>> 
2023-09-21 13:29:37,691:	[Coach] >>> TEST  @Epoch: 18   >>> 
2023-09-21 13:29:43,958:	[Wall TIME] >>> ChiefCoach.train takes 6.267363 seconds ...
2023-09-21 13:29:44,031:	[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 8.05390
2023-09-21 13:29:44,031:	[Coach] >>> VALID @Epoch: 19   >>> 
2023-09-21 13:29:44,031:	[Coach] >>> TEST  @Epoch: 19   >>> 
2023-09-21 13:29:49,739:	[Wall TIME] >>> ChiefCoach.train takes 5.707870 seconds ...
2023-09-21 13:29:53,871:	[Wall TIME] >>> ChiefCoach.valid takes 4.068136 seconds ...
2023-09-21 13:29:53,871:	[Coach] >>> Better ***NDCG@10*** of ***0.0236*** 
2023-09-21 13:29:53,891:	[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 8.06779
2023-09-21 13:29:53,892:	[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0071 || HITRATE@5 Avg: 0.0287 || HITRATE@10 Avg: 0.0471 || NDCG@5 Avg: 0.0178 || NDCG@10 Avg: 0.0236
2023-09-21 13:29:53,892:	[Coach] >>> TEST  @Epoch: 20   >>> 
2023-09-21 13:30:00,178:	[Wall TIME] >>> ChiefCoach.train takes 6.285677 seconds ...
2023-09-21 13:30:00,244:	[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 8.04145
2023-09-21 13:30:00,244:	[Coach] >>> VALID @Epoch: 21   >>> 
2023-09-21 13:30:00,244:	[Coach] >>> TEST  @Epoch: 21   >>> 
2023-09-21 13:30:06,492:	[Wall TIME] >>> ChiefCoach.train takes 6.247720 seconds ...
2023-09-21 13:30:06,563:	[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 8.02127
2023-09-21 13:30:06,563:	[Coach] >>> VALID @Epoch: 22   >>> 
2023-09-21 13:30:06,563:	[Coach] >>> TEST  @Epoch: 22   >>> 
2023-09-21 13:30:12,696:	[Wall TIME] >>> ChiefCoach.train takes 6.132515 seconds ...
2023-09-21 13:30:12,763:	[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 8.01971
2023-09-21 13:30:12,763:	[Coach] >>> VALID @Epoch: 23   >>> 
2023-09-21 13:30:12,763:	[Coach] >>> TEST  @Epoch: 23   >>> 
2023-09-21 13:30:19,148:	[Wall TIME] >>> ChiefCoach.train takes 6.384328 seconds ...
2023-09-21 13:30:19,218:	[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 7.96448
2023-09-21 13:30:19,218:	[Coach] >>> VALID @Epoch: 24   >>> 
2023-09-21 13:30:19,218:	[Coach] >>> TEST  @Epoch: 24   >>> 
2023-09-21 13:30:24,978:	[Wall TIME] >>> ChiefCoach.train takes 5.760216 seconds ...
2023-09-21 13:30:29,047:	[Wall TIME] >>> ChiefCoach.valid takes 3.997145 seconds ...
2023-09-21 13:30:29,048:	[Coach] >>> Better ***NDCG@10*** of ***0.0267*** 
2023-09-21 13:30:29,078:	[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 7.94265
2023-09-21 13:30:29,078:	[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0087 || HITRATE@5 Avg: 0.0318 || HITRATE@10 Avg: 0.0523 || NDCG@5 Avg: 0.0201 || NDCG@10 Avg: 0.0267
2023-09-21 13:30:29,078:	[Coach] >>> TEST  @Epoch: 25   >>> 
2023-09-21 13:30:35,309:	[Wall TIME] >>> ChiefCoach.train takes 6.230847 seconds ...
2023-09-21 13:30:35,374:	[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 7.96890
2023-09-21 13:30:35,374:	[Coach] >>> VALID @Epoch: 26   >>> 
2023-09-21 13:30:35,374:	[Coach] >>> TEST  @Epoch: 26   >>> 
2023-09-21 13:30:41,657:	[Wall TIME] >>> ChiefCoach.train takes 6.282840 seconds ...
2023-09-21 13:30:41,729:	[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 7.91032
2023-09-21 13:30:41,729:	[Coach] >>> VALID @Epoch: 27   >>> 
2023-09-21 13:30:41,729:	[Coach] >>> TEST  @Epoch: 27   >>> 
2023-09-21 13:30:47,970:	[Wall TIME] >>> ChiefCoach.train takes 6.240957 seconds ...
2023-09-21 13:30:48,038:	[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 7.87265
2023-09-21 13:30:48,038:	[Coach] >>> VALID @Epoch: 28   >>> 
2023-09-21 13:30:48,039:	[Coach] >>> TEST  @Epoch: 28   >>> 
2023-09-21 13:30:54,278:	[Wall TIME] >>> ChiefCoach.train takes 6.239206 seconds ...
2023-09-21 13:30:54,349:	[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 7.87918
2023-09-21 13:30:54,349:	[Coach] >>> VALID @Epoch: 29   >>> 
2023-09-21 13:30:54,350:	[Coach] >>> TEST  @Epoch: 29   >>> 
2023-09-21 13:31:00,132:	[Wall TIME] >>> ChiefCoach.train takes 5.782428 seconds ...
2023-09-21 13:31:04,583:	[Wall TIME] >>> ChiefCoach.valid takes 4.384897 seconds ...
2023-09-21 13:31:04,583:	[Coach] >>> Better ***NDCG@10*** of ***0.0304*** 
2023-09-21 13:31:04,609:	[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 7.90283
2023-09-21 13:31:04,609:	[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0357 || HITRATE@10 Avg: 0.0588 || NDCG@5 Avg: 0.0229 || NDCG@10 Avg: 0.0304
2023-09-21 13:31:04,609:	[Coach] >>> TEST  @Epoch: 30   >>> 
2023-09-21 13:31:10,786:	[Wall TIME] >>> ChiefCoach.train takes 6.176528 seconds ...
2023-09-21 13:31:10,859:	[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 7.86958
2023-09-21 13:31:10,859:	[Coach] >>> VALID @Epoch: 31   >>> 
2023-09-21 13:31:10,860:	[Coach] >>> TEST  @Epoch: 31   >>> 
2023-09-21 13:31:17,133:	[Wall TIME] >>> ChiefCoach.train takes 6.273081 seconds ...
2023-09-21 13:31:17,208:	[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 7.82639
2023-09-21 13:31:17,208:	[Coach] >>> VALID @Epoch: 32   >>> 
2023-09-21 13:31:17,208:	[Coach] >>> TEST  @Epoch: 32   >>> 
2023-09-21 13:31:23,446:	[Wall TIME] >>> ChiefCoach.train takes 6.237102 seconds ...
2023-09-21 13:31:23,510:	[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 7.86283
2023-09-21 13:31:23,511:	[Coach] >>> VALID @Epoch: 33   >>> 
2023-09-21 13:31:23,511:	[Coach] >>> TEST  @Epoch: 33   >>> 
2023-09-21 13:31:29,974:	[Wall TIME] >>> ChiefCoach.train takes 6.463026 seconds ...
2023-09-21 13:31:30,049:	[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 7.83047
2023-09-21 13:31:30,049:	[Coach] >>> VALID @Epoch: 34   >>> 
2023-09-21 13:31:30,049:	[Coach] >>> TEST  @Epoch: 34   >>> 
2023-09-21 13:31:35,526:	[Wall TIME] >>> ChiefCoach.train takes 5.477097 seconds ...
2023-09-21 13:31:39,929:	[Wall TIME] >>> ChiefCoach.valid takes 4.330522 seconds ...
2023-09-21 13:31:39,930:	[Coach] >>> Better ***NDCG@10*** of ***0.0333*** 
2023-09-21 13:31:39,950:	[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 7.80382
2023-09-21 13:31:39,950:	[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0398 || HITRATE@10 Avg: 0.0640 || NDCG@5 Avg: 0.0256 || NDCG@10 Avg: 0.0333
2023-09-21 13:31:39,950:	[Coach] >>> TEST  @Epoch: 35   >>> 
2023-09-21 13:31:46,161:	[Wall TIME] >>> ChiefCoach.train takes 6.210948 seconds ...
2023-09-21 13:31:46,300:	[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 7.75514
2023-09-21 13:31:46,300:	[Coach] >>> VALID @Epoch: 36   >>> 
2023-09-21 13:31:46,300:	[Coach] >>> TEST  @Epoch: 36   >>> 
2023-09-21 13:31:52,553:	[Wall TIME] >>> ChiefCoach.train takes 6.252995 seconds ...
2023-09-21 13:31:52,619:	[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 7.78742
2023-09-21 13:31:52,619:	[Coach] >>> VALID @Epoch: 37   >>> 
2023-09-21 13:31:52,619:	[Coach] >>> TEST  @Epoch: 37   >>> 
2023-09-21 13:31:58,777:	[Wall TIME] >>> ChiefCoach.train takes 6.157983 seconds ...
2023-09-21 13:31:58,842:	[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 7.75944
2023-09-21 13:31:58,842:	[Coach] >>> VALID @Epoch: 38   >>> 
2023-09-21 13:31:58,842:	[Coach] >>> TEST  @Epoch: 38   >>> 
2023-09-21 13:32:05,098:	[Wall TIME] >>> ChiefCoach.train takes 6.255258 seconds ...
2023-09-21 13:32:05,166:	[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 7.75080
2023-09-21 13:32:05,166:	[Coach] >>> VALID @Epoch: 39   >>> 
2023-09-21 13:32:05,166:	[Coach] >>> TEST  @Epoch: 39   >>> 
2023-09-21 13:32:10,554:	[Wall TIME] >>> ChiefCoach.train takes 5.386916 seconds ...
2023-09-21 13:32:14,915:	[Wall TIME] >>> ChiefCoach.valid takes 4.286100 seconds ...
2023-09-21 13:32:14,915:	[Coach] >>> Better ***NDCG@10*** of ***0.0345*** 
2023-09-21 13:32:14,938:	[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 7.75181
2023-09-21 13:32:14,938:	[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0122 || HITRATE@5 Avg: 0.0423 || HITRATE@10 Avg: 0.0650 || NDCG@5 Avg: 0.0272 || NDCG@10 Avg: 0.0345
2023-09-21 13:32:14,938:	[Coach] >>> TEST  @Epoch: 40   >>> 
2023-09-21 13:32:21,223:	[Wall TIME] >>> ChiefCoach.train takes 6.284427 seconds ...
2023-09-21 13:32:21,287:	[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 7.70689
2023-09-21 13:32:21,287:	[Coach] >>> VALID @Epoch: 41   >>> 
2023-09-21 13:32:21,287:	[Coach] >>> TEST  @Epoch: 41   >>> 
2023-09-21 13:32:27,538:	[Wall TIME] >>> ChiefCoach.train takes 6.250949 seconds ...
2023-09-21 13:32:27,611:	[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 7.72561
2023-09-21 13:32:27,611:	[Coach] >>> VALID @Epoch: 42   >>> 
2023-09-21 13:32:27,611:	[Coach] >>> TEST  @Epoch: 42   >>> 
2023-09-21 13:32:33,880:	[Wall TIME] >>> ChiefCoach.train takes 6.268533 seconds ...
2023-09-21 13:32:33,944:	[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 7.68578
2023-09-21 13:32:33,945:	[Coach] >>> VALID @Epoch: 43   >>> 
2023-09-21 13:32:33,945:	[Coach] >>> TEST  @Epoch: 43   >>> 
2023-09-21 13:32:40,079:	[Wall TIME] >>> ChiefCoach.train takes 6.133694 seconds ...
2023-09-21 13:32:40,142:	[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 7.70635
2023-09-21 13:32:40,142:	[Coach] >>> VALID @Epoch: 44   >>> 
2023-09-21 13:32:40,142:	[Coach] >>> TEST  @Epoch: 44   >>> 
2023-09-21 13:32:45,495:	[Wall TIME] >>> ChiefCoach.train takes 5.353186 seconds ...
2023-09-21 13:32:49,914:	[Wall TIME] >>> ChiefCoach.valid takes 4.337621 seconds ...
2023-09-21 13:32:49,915:	[Coach] >>> Better ***NDCG@10*** of ***0.0365*** 
2023-09-21 13:32:49,938:	[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 7.66359
2023-09-21 13:32:49,938:	[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0450 || HITRATE@10 Avg: 0.0702 || NDCG@5 Avg: 0.0285 || NDCG@10 Avg: 0.0365
2023-09-21 13:32:49,938:	[Coach] >>> TEST  @Epoch: 45   >>> 
2023-09-21 13:32:56,218:	[Wall TIME] >>> ChiefCoach.train takes 6.279047 seconds ...
2023-09-21 13:32:56,300:	[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 7.66503
2023-09-21 13:32:56,300:	[Coach] >>> VALID @Epoch: 46   >>> 
2023-09-21 13:32:56,300:	[Coach] >>> TEST  @Epoch: 46   >>> 
2023-09-21 13:33:02,574:	[Wall TIME] >>> ChiefCoach.train takes 6.273263 seconds ...
2023-09-21 13:33:02,643:	[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 7.63788
2023-09-21 13:33:02,643:	[Coach] >>> VALID @Epoch: 47   >>> 
2023-09-21 13:33:02,643:	[Coach] >>> TEST  @Epoch: 47   >>> 
2023-09-21 13:33:08,865:	[Wall TIME] >>> ChiefCoach.train takes 6.221138 seconds ...
2023-09-21 13:33:08,929:	[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 7.60023
2023-09-21 13:33:08,930:	[Coach] >>> VALID @Epoch: 48   >>> 
2023-09-21 13:33:08,930:	[Coach] >>> TEST  @Epoch: 48   >>> 
2023-09-21 13:33:15,238:	[Wall TIME] >>> ChiefCoach.train takes 6.308287 seconds ...
2023-09-21 13:33:15,304:	[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 7.60872
2023-09-21 13:33:15,304:	[Coach] >>> VALID @Epoch: 49   >>> 
2023-09-21 13:33:15,304:	[Coach] >>> TEST  @Epoch: 49   >>> 
2023-09-21 13:33:20,765:	[Wall TIME] >>> ChiefCoach.train takes 5.461130 seconds ...
2023-09-21 13:33:25,368:	[Wall TIME] >>> ChiefCoach.valid takes 4.539263 seconds ...
2023-09-21 13:33:25,369:	[Coach] >>> Better ***NDCG@10*** of ***0.0390*** 
2023-09-21 13:33:25,403:	[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 7.59923
2023-09-21 13:33:25,403:	[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0146 || HITRATE@5 Avg: 0.0464 || HITRATE@10 Avg: 0.0726 || NDCG@5 Avg: 0.0306 || NDCG@10 Avg: 0.0390
2023-09-21 13:33:25,403:	[Coach] >>> TEST  @Epoch: 50   >>> 
2023-09-21 13:33:31,483:	[Wall TIME] >>> ChiefCoach.train takes 6.079841 seconds ...
2023-09-21 13:33:31,565:	[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 7.61075
2023-09-21 13:33:31,565:	[Coach] >>> VALID @Epoch: 51   >>> 
2023-09-21 13:33:31,565:	[Coach] >>> TEST  @Epoch: 51   >>> 
2023-09-21 13:33:37,760:	[Wall TIME] >>> ChiefCoach.train takes 6.194598 seconds ...
2023-09-21 13:33:37,826:	[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 7.58251
2023-09-21 13:33:37,826:	[Coach] >>> VALID @Epoch: 52   >>> 
2023-09-21 13:33:37,826:	[Coach] >>> TEST  @Epoch: 52   >>> 
2023-09-21 13:33:44,164:	[Wall TIME] >>> ChiefCoach.train takes 6.337902 seconds ...
2023-09-21 13:33:44,242:	[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 7.56675
2023-09-21 13:33:44,242:	[Coach] >>> VALID @Epoch: 53   >>> 
2023-09-21 13:33:44,242:	[Coach] >>> TEST  @Epoch: 53   >>> 
2023-09-21 13:33:50,306:	[Wall TIME] >>> ChiefCoach.train takes 6.063723 seconds ...
2023-09-21 13:33:50,383:	[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 7.54845
2023-09-21 13:33:50,383:	[Coach] >>> VALID @Epoch: 54   >>> 
2023-09-21 13:33:50,383:	[Coach] >>> TEST  @Epoch: 54   >>> 
2023-09-21 13:33:55,620:	[Wall TIME] >>> ChiefCoach.train takes 5.237334 seconds ...
2023-09-21 13:34:00,217:	[Wall TIME] >>> ChiefCoach.valid takes 4.525371 seconds ...
2023-09-21 13:34:00,217:	[Coach] >>> Better ***NDCG@10*** of ***0.0415*** 
2023-09-21 13:34:00,242:	[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 7.57944
2023-09-21 13:34:00,242:	[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0510 || HITRATE@10 Avg: 0.0760 || NDCG@5 Avg: 0.0335 || NDCG@10 Avg: 0.0415
2023-09-21 13:34:00,243:	[Coach] >>> TEST  @Epoch: 55   >>> 
2023-09-21 13:34:06,441:	[Wall TIME] >>> ChiefCoach.train takes 6.197857 seconds ...
2023-09-21 13:34:06,517:	[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 7.53499
2023-09-21 13:34:06,518:	[Coach] >>> VALID @Epoch: 56   >>> 
2023-09-21 13:34:06,518:	[Coach] >>> TEST  @Epoch: 56   >>> 
2023-09-21 13:34:12,717:	[Wall TIME] >>> ChiefCoach.train takes 6.199143 seconds ...
2023-09-21 13:34:12,782:	[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 7.52140
2023-09-21 13:34:12,782:	[Coach] >>> VALID @Epoch: 57   >>> 
2023-09-21 13:34:12,782:	[Coach] >>> TEST  @Epoch: 57   >>> 
2023-09-21 13:34:19,108:	[Wall TIME] >>> ChiefCoach.train takes 6.325438 seconds ...
2023-09-21 13:34:19,173:	[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 7.51586
2023-09-21 13:34:19,173:	[Coach] >>> VALID @Epoch: 58   >>> 
2023-09-21 13:34:19,174:	[Coach] >>> TEST  @Epoch: 58   >>> 
2023-09-21 13:34:25,305:	[Wall TIME] >>> ChiefCoach.train takes 6.131339 seconds ...
2023-09-21 13:34:25,370:	[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 7.51827
2023-09-21 13:34:25,370:	[Coach] >>> VALID @Epoch: 59   >>> 
2023-09-21 13:34:25,371:	[Coach] >>> TEST  @Epoch: 59   >>> 
2023-09-21 13:34:30,773:	[Wall TIME] >>> ChiefCoach.train takes 5.401932 seconds ...
2023-09-21 13:34:35,207:	[Wall TIME] >>> ChiefCoach.valid takes 4.361660 seconds ...
2023-09-21 13:34:35,207:	[Coach] >>> Better ***NDCG@10*** of ***0.0421*** 
2023-09-21 13:34:35,231:	[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 7.50074
2023-09-21 13:34:35,231:	[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0140 || HITRATE@5 Avg: 0.0515 || HITRATE@10 Avg: 0.0801 || NDCG@5 Avg: 0.0328 || NDCG@10 Avg: 0.0421
2023-09-21 13:34:35,231:	[Coach] >>> TEST  @Epoch: 60   >>> 
2023-09-21 13:34:41,423:	[Wall TIME] >>> ChiefCoach.train takes 6.191941 seconds ...
2023-09-21 13:34:41,486:	[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 7.51059
2023-09-21 13:34:41,487:	[Coach] >>> VALID @Epoch: 61   >>> 
2023-09-21 13:34:41,487:	[Coach] >>> TEST  @Epoch: 61   >>> 
2023-09-21 13:34:47,836:	[Wall TIME] >>> ChiefCoach.train takes 6.349068 seconds ...
2023-09-21 13:34:47,906:	[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 7.50387
2023-09-21 13:34:47,906:	[Coach] >>> VALID @Epoch: 62   >>> 
2023-09-21 13:34:47,906:	[Coach] >>> TEST  @Epoch: 62   >>> 
2023-09-21 13:34:54,149:	[Wall TIME] >>> ChiefCoach.train takes 6.242591 seconds ...
2023-09-21 13:34:54,280:	[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 7.46901
2023-09-21 13:34:54,280:	[Coach] >>> VALID @Epoch: 63   >>> 
2023-09-21 13:34:54,281:	[Coach] >>> TEST  @Epoch: 63   >>> 
2023-09-21 13:35:00,581:	[Wall TIME] >>> ChiefCoach.train takes 6.299429 seconds ...
2023-09-21 13:35:00,647:	[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 7.47513
2023-09-21 13:35:00,647:	[Coach] >>> VALID @Epoch: 64   >>> 
2023-09-21 13:35:00,647:	[Coach] >>> TEST  @Epoch: 64   >>> 
2023-09-21 13:35:05,999:	[Wall TIME] >>> ChiefCoach.train takes 5.351817 seconds ...
2023-09-21 13:35:10,681:	[Wall TIME] >>> ChiefCoach.valid takes 4.615020 seconds ...
2023-09-21 13:35:10,682:	[Coach] >>> Better ***NDCG@10*** of ***0.0445*** 
2023-09-21 13:35:10,709:	[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 7.47619
2023-09-21 13:35:10,709:	[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0164 || HITRATE@5 Avg: 0.0537 || HITRATE@10 Avg: 0.0818 || NDCG@5 Avg: 0.0354 || NDCG@10 Avg: 0.0445
2023-09-21 13:35:10,709:	[Coach] >>> TEST  @Epoch: 65   >>> 
2023-09-21 13:35:16,885:	[Wall TIME] >>> ChiefCoach.train takes 6.176123 seconds ...
2023-09-21 13:35:16,948:	[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 7.47342
2023-09-21 13:35:16,948:	[Coach] >>> VALID @Epoch: 66   >>> 
2023-09-21 13:35:16,948:	[Coach] >>> TEST  @Epoch: 66   >>> 
2023-09-21 13:35:23,190:	[Wall TIME] >>> ChiefCoach.train takes 6.241466 seconds ...
2023-09-21 13:35:23,261:	[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 7.45822
2023-09-21 13:35:23,261:	[Coach] >>> VALID @Epoch: 67   >>> 
2023-09-21 13:35:23,261:	[Coach] >>> TEST  @Epoch: 67   >>> 
2023-09-21 13:35:29,497:	[Wall TIME] >>> ChiefCoach.train takes 6.235824 seconds ...
2023-09-21 13:35:29,682:	[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 7.43302
2023-09-21 13:35:29,682:	[Coach] >>> VALID @Epoch: 68   >>> 
2023-09-21 13:35:29,682:	[Coach] >>> TEST  @Epoch: 68   >>> 
2023-09-21 13:35:35,858:	[Wall TIME] >>> ChiefCoach.train takes 6.175728 seconds ...
2023-09-21 13:35:35,923:	[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 7.40466
2023-09-21 13:35:35,923:	[Coach] >>> VALID @Epoch: 69   >>> 
2023-09-21 13:35:35,923:	[Coach] >>> TEST  @Epoch: 69   >>> 
2023-09-21 13:35:41,002:	[Wall TIME] >>> ChiefCoach.train takes 5.078540 seconds ...
2023-09-21 13:35:45,643:	[Wall TIME] >>> ChiefCoach.valid takes 4.574019 seconds ...
2023-09-21 13:35:45,644:	[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 7.44993
2023-09-21 13:35:45,644:	[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0152 || HITRATE@5 Avg: 0.0540 || HITRATE@10 Avg: 0.0827 || NDCG@5 Avg: 0.0350 || NDCG@10 Avg: 0.0442
2023-09-21 13:35:45,644:	[Coach] >>> TEST  @Epoch: 70   >>> 
2023-09-21 13:35:51,939:	[Wall TIME] >>> ChiefCoach.train takes 6.294361 seconds ...
2023-09-21 13:35:52,008:	[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 7.43796
2023-09-21 13:35:52,008:	[Coach] >>> VALID @Epoch: 71   >>> 
2023-09-21 13:35:52,008:	[Coach] >>> TEST  @Epoch: 71   >>> 
2023-09-21 13:35:58,321:	[Wall TIME] >>> ChiefCoach.train takes 6.312653 seconds ...
2023-09-21 13:35:58,389:	[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 7.40020
2023-09-21 13:35:58,389:	[Coach] >>> VALID @Epoch: 72   >>> 
2023-09-21 13:35:58,389:	[Coach] >>> TEST  @Epoch: 72   >>> 
2023-09-21 13:36:04,602:	[Wall TIME] >>> ChiefCoach.train takes 6.212328 seconds ...
2023-09-21 13:36:04,666:	[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 7.40750
2023-09-21 13:36:04,666:	[Coach] >>> VALID @Epoch: 73   >>> 
2023-09-21 13:36:04,666:	[Coach] >>> TEST  @Epoch: 73   >>> 
2023-09-21 13:36:10,855:	[Wall TIME] >>> ChiefCoach.train takes 6.188546 seconds ...
2023-09-21 13:36:10,921:	[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 7.41311
2023-09-21 13:36:10,922:	[Coach] >>> VALID @Epoch: 74   >>> 
2023-09-21 13:36:10,922:	[Coach] >>> TEST  @Epoch: 74   >>> 
2023-09-21 13:36:15,972:	[Wall TIME] >>> ChiefCoach.train takes 5.050241 seconds ...
2023-09-21 13:36:20,635:	[Wall TIME] >>> ChiefCoach.valid takes 4.596235 seconds ...
2023-09-21 13:36:20,636:	[Coach] >>> Better ***NDCG@10*** of ***0.0456*** 
2023-09-21 13:36:20,657:	[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 7.37233
2023-09-21 13:36:20,657:	[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0171 || HITRATE@5 Avg: 0.0543 || HITRATE@10 Avg: 0.0840 || NDCG@5 Avg: 0.0360 || NDCG@10 Avg: 0.0456
2023-09-21 13:36:20,657:	[Coach] >>> TEST  @Epoch: 75   >>> 
2023-09-21 13:36:27,009:	[Wall TIME] >>> ChiefCoach.train takes 6.351166 seconds ...
2023-09-21 13:36:27,074:	[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 7.37388
2023-09-21 13:36:27,074:	[Coach] >>> VALID @Epoch: 76   >>> 
2023-09-21 13:36:27,074:	[Coach] >>> TEST  @Epoch: 76   >>> 
2023-09-21 13:36:33,112:	[Wall TIME] >>> ChiefCoach.train takes 6.037221 seconds ...
2023-09-21 13:36:33,196:	[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 7.38285
2023-09-21 13:36:33,196:	[Coach] >>> VALID @Epoch: 77   >>> 
2023-09-21 13:36:33,196:	[Coach] >>> TEST  @Epoch: 77   >>> 
2023-09-21 13:36:39,425:	[Wall TIME] >>> ChiefCoach.train takes 6.228134 seconds ...
2023-09-21 13:36:39,492:	[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 7.39322
2023-09-21 13:36:39,492:	[Coach] >>> VALID @Epoch: 78   >>> 
2023-09-21 13:36:39,493:	[Coach] >>> TEST  @Epoch: 78   >>> 
2023-09-21 13:36:45,680:	[Wall TIME] >>> ChiefCoach.train takes 6.187261 seconds ...
2023-09-21 13:36:45,743:	[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 7.38236
2023-09-21 13:36:45,743:	[Coach] >>> VALID @Epoch: 79   >>> 
2023-09-21 13:36:45,743:	[Coach] >>> TEST  @Epoch: 79   >>> 
2023-09-21 13:36:50,974:	[Wall TIME] >>> ChiefCoach.train takes 5.230188 seconds ...
2023-09-21 13:36:55,494:	[Wall TIME] >>> ChiefCoach.valid takes 4.456992 seconds ...
2023-09-21 13:36:55,494:	[Coach] >>> Better ***NDCG@10*** of ***0.0462*** 
2023-09-21 13:36:55,520:	[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 7.34370
2023-09-21 13:36:55,520:	[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0169 || HITRATE@5 Avg: 0.0555 || HITRATE@10 Avg: 0.0856 || NDCG@5 Avg: 0.0365 || NDCG@10 Avg: 0.0462
2023-09-21 13:36:55,520:	[Coach] >>> TEST  @Epoch: 80   >>> 
2023-09-21 13:37:01,762:	[Wall TIME] >>> ChiefCoach.train takes 6.241260 seconds ...
2023-09-21 13:37:01,833:	[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 7.33580
2023-09-21 13:37:01,833:	[Coach] >>> VALID @Epoch: 81   >>> 
2023-09-21 13:37:01,834:	[Coach] >>> TEST  @Epoch: 81   >>> 
2023-09-21 13:37:07,983:	[Wall TIME] >>> ChiefCoach.train takes 6.149244 seconds ...
2023-09-21 13:37:08,050:	[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 7.33647
2023-09-21 13:37:08,050:	[Coach] >>> VALID @Epoch: 82   >>> 
2023-09-21 13:37:08,050:	[Coach] >>> TEST  @Epoch: 82   >>> 
2023-09-21 13:37:14,257:	[Wall TIME] >>> ChiefCoach.train takes 6.206210 seconds ...
2023-09-21 13:37:14,319:	[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 7.34381
2023-09-21 13:37:14,319:	[Coach] >>> VALID @Epoch: 83   >>> 
2023-09-21 13:37:14,319:	[Coach] >>> TEST  @Epoch: 83   >>> 
2023-09-21 13:37:20,570:	[Wall TIME] >>> ChiefCoach.train takes 6.250622 seconds ...
2023-09-21 13:37:20,682:	[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 7.31100
2023-09-21 13:37:20,682:	[Coach] >>> VALID @Epoch: 84   >>> 
2023-09-21 13:37:20,682:	[Coach] >>> TEST  @Epoch: 84   >>> 
2023-09-21 13:37:25,993:	[Wall TIME] >>> ChiefCoach.train takes 5.310231 seconds ...
2023-09-21 13:37:30,430:	[Wall TIME] >>> ChiefCoach.valid takes 4.374097 seconds ...
2023-09-21 13:37:30,431:	[Coach] >>> Better ***NDCG@10*** of ***0.0481*** 
2023-09-21 13:37:30,453:	[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 7.30850
2023-09-21 13:37:30,453:	[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0175 || HITRATE@5 Avg: 0.0586 || HITRATE@10 Avg: 0.0894 || NDCG@5 Avg: 0.0382 || NDCG@10 Avg: 0.0481
2023-09-21 13:37:30,453:	[Coach] >>> TEST  @Epoch: 85   >>> 
2023-09-21 13:37:36,764:	[Wall TIME] >>> ChiefCoach.train takes 6.311008 seconds ...
2023-09-21 13:37:36,827:	[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 7.32030
2023-09-21 13:37:36,827:	[Coach] >>> VALID @Epoch: 86   >>> 
2023-09-21 13:37:36,827:	[Coach] >>> TEST  @Epoch: 86   >>> 
2023-09-21 13:37:43,041:	[Wall TIME] >>> ChiefCoach.train takes 6.213620 seconds ...
2023-09-21 13:37:43,104:	[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 7.31542
2023-09-21 13:37:43,104:	[Coach] >>> VALID @Epoch: 87   >>> 
2023-09-21 13:37:43,104:	[Coach] >>> TEST  @Epoch: 87   >>> 
2023-09-21 13:37:49,276:	[Wall TIME] >>> ChiefCoach.train takes 6.171659 seconds ...
2023-09-21 13:37:49,352:	[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 7.31608
2023-09-21 13:37:49,352:	[Coach] >>> VALID @Epoch: 88   >>> 
2023-09-21 13:37:49,352:	[Coach] >>> TEST  @Epoch: 88   >>> 
2023-09-21 13:37:55,601:	[Wall TIME] >>> ChiefCoach.train takes 6.248563 seconds ...
2023-09-21 13:37:55,682:	[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 7.32332
2023-09-21 13:37:55,682:	[Coach] >>> VALID @Epoch: 89   >>> 
2023-09-21 13:37:55,682:	[Coach] >>> TEST  @Epoch: 89   >>> 
2023-09-21 13:38:01,013:	[Wall TIME] >>> ChiefCoach.train takes 5.330633 seconds ...
2023-09-21 13:38:05,817:	[Wall TIME] >>> ChiefCoach.valid takes 4.678633 seconds ...
2023-09-21 13:38:05,817:	[Coach] >>> Better ***NDCG@10*** of ***0.0489*** 
2023-09-21 13:38:05,843:	[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 7.29998
2023-09-21 13:38:05,843:	[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0186 || HITRATE@5 Avg: 0.0592 || HITRATE@10 Avg: 0.0899 || NDCG@5 Avg: 0.0391 || NDCG@10 Avg: 0.0489
2023-09-21 13:38:05,843:	[Coach] >>> TEST  @Epoch: 90   >>> 
2023-09-21 13:38:12,107:	[Wall TIME] >>> ChiefCoach.train takes 6.263342 seconds ...
2023-09-21 13:38:12,172:	[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 7.27794
2023-09-21 13:38:12,173:	[Coach] >>> VALID @Epoch: 91   >>> 
2023-09-21 13:38:12,173:	[Coach] >>> TEST  @Epoch: 91   >>> 
2023-09-21 13:38:18,209:	[Wall TIME] >>> ChiefCoach.train takes 6.036331 seconds ...
2023-09-21 13:38:18,276:	[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 7.28795
2023-09-21 13:38:18,276:	[Coach] >>> VALID @Epoch: 92   >>> 
2023-09-21 13:38:18,276:	[Coach] >>> TEST  @Epoch: 92   >>> 
2023-09-21 13:38:24,563:	[Wall TIME] >>> ChiefCoach.train takes 6.286494 seconds ...
2023-09-21 13:38:24,644:	[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 7.25941
2023-09-21 13:38:24,644:	[Coach] >>> VALID @Epoch: 93   >>> 
2023-09-21 13:38:24,644:	[Coach] >>> TEST  @Epoch: 93   >>> 
2023-09-21 13:38:30,885:	[Wall TIME] >>> ChiefCoach.train takes 6.241232 seconds ...
2023-09-21 13:38:30,956:	[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 7.26296
2023-09-21 13:38:30,956:	[Coach] >>> VALID @Epoch: 94   >>> 
2023-09-21 13:38:30,956:	[Coach] >>> TEST  @Epoch: 94   >>> 
2023-09-21 13:38:36,047:	[Wall TIME] >>> ChiefCoach.train takes 5.090712 seconds ...
2023-09-21 13:38:40,998:	[Wall TIME] >>> ChiefCoach.valid takes 4.716170 seconds ...
2023-09-21 13:38:40,999:	[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 7.24001
2023-09-21 13:38:40,999:	[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0185 || HITRATE@5 Avg: 0.0580 || HITRATE@10 Avg: 0.0898 || NDCG@5 Avg: 0.0383 || NDCG@10 Avg: 0.0486
2023-09-21 13:38:40,999:	[Coach] >>> TEST  @Epoch: 95   >>> 
2023-09-21 13:38:47,189:	[Wall TIME] >>> ChiefCoach.train takes 6.189909 seconds ...
2023-09-21 13:38:47,260:	[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 7.24430
2023-09-21 13:38:47,261:	[Coach] >>> VALID @Epoch: 96   >>> 
2023-09-21 13:38:47,261:	[Coach] >>> TEST  @Epoch: 96   >>> 
2023-09-21 13:38:53,530:	[Wall TIME] >>> ChiefCoach.train takes 6.268824 seconds ...
2023-09-21 13:38:53,780:	[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 7.26036
2023-09-21 13:38:53,781:	[Coach] >>> VALID @Epoch: 97   >>> 
2023-09-21 13:38:53,781:	[Coach] >>> TEST  @Epoch: 97   >>> 
2023-09-21 13:38:59,894:	[Wall TIME] >>> ChiefCoach.train takes 6.113417 seconds ...
2023-09-21 13:38:59,957:	[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 7.25884
2023-09-21 13:38:59,957:	[Coach] >>> VALID @Epoch: 98   >>> 
2023-09-21 13:38:59,957:	[Coach] >>> TEST  @Epoch: 98   >>> 
2023-09-21 13:39:06,276:	[Wall TIME] >>> ChiefCoach.train takes 6.319057 seconds ...
2023-09-21 13:39:06,359:	[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 7.25688
2023-09-21 13:39:06,359:	[Coach] >>> VALID @Epoch: 99   >>> 
2023-09-21 13:39:06,359:	[Coach] >>> TEST  @Epoch: 99   >>> 
2023-09-21 13:39:11,208:	[Wall TIME] >>> ChiefCoach.train takes 4.848510 seconds ...
2023-09-21 13:39:15,968:	[Wall TIME] >>> ChiefCoach.valid takes 4.649426 seconds ...
2023-09-21 13:39:15,968:	[Coach] >>> Better ***NDCG@10*** of ***0.0500*** 
2023-09-21 13:39:15,989:	[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 7.22243
2023-09-21 13:39:15,989:	[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0190 || HITRATE@5 Avg: 0.0610 || HITRATE@10 Avg: 0.0914 || NDCG@5 Avg: 0.0402 || NDCG@10 Avg: 0.0500
2023-09-21 13:39:15,989:	[Coach] >>> TEST  @Epoch: 100  >>> 
2023-09-21 13:39:22,226:	[Wall TIME] >>> ChiefCoach.train takes 6.236814 seconds ...
2023-09-21 13:39:22,307:	[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 7.23095
2023-09-21 13:39:22,307:	[Coach] >>> VALID @Epoch: 101  >>> 
2023-09-21 13:39:22,308:	[Coach] >>> TEST  @Epoch: 101  >>> 
2023-09-21 13:39:28,553:	[Wall TIME] >>> ChiefCoach.train takes 6.245084 seconds ...
2023-09-21 13:39:28,622:	[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 7.24343
2023-09-21 13:39:28,623:	[Coach] >>> VALID @Epoch: 102  >>> 
2023-09-21 13:39:28,623:	[Coach] >>> TEST  @Epoch: 102  >>> 
2023-09-21 13:39:34,963:	[Wall TIME] >>> ChiefCoach.train takes 6.339597 seconds ...
2023-09-21 13:39:35,030:	[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 7.22267
2023-09-21 13:39:35,031:	[Coach] >>> VALID @Epoch: 103  >>> 
2023-09-21 13:39:35,031:	[Coach] >>> TEST  @Epoch: 103  >>> 
2023-09-21 13:39:41,216:	[Wall TIME] >>> ChiefCoach.train takes 6.184876 seconds ...
2023-09-21 13:39:41,311:	[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 7.24040
2023-09-21 13:39:41,311:	[Coach] >>> VALID @Epoch: 104  >>> 
2023-09-21 13:39:41,311:	[Coach] >>> TEST  @Epoch: 104  >>> 
2023-09-21 13:39:46,249:	[Wall TIME] >>> ChiefCoach.train takes 4.937199 seconds ...
2023-09-21 13:39:51,129:	[Wall TIME] >>> ChiefCoach.valid takes 4.817560 seconds ...
2023-09-21 13:39:51,130:	[Coach] >>> Better ***NDCG@10*** of ***0.0508*** 
2023-09-21 13:39:51,151:	[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 7.20859
2023-09-21 13:39:51,151:	[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0192 || HITRATE@5 Avg: 0.0603 || HITRATE@10 Avg: 0.0935 || NDCG@5 Avg: 0.0402 || NDCG@10 Avg: 0.0508
2023-09-21 13:39:51,151:	[Coach] >>> TEST  @Epoch: 105  >>> 
2023-09-21 13:39:57,310:	[Wall TIME] >>> ChiefCoach.train takes 6.158666 seconds ...
2023-09-21 13:39:57,378:	[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 7.19693
2023-09-21 13:39:57,378:	[Coach] >>> VALID @Epoch: 106  >>> 
2023-09-21 13:39:57,378:	[Coach] >>> TEST  @Epoch: 106  >>> 
2023-09-21 13:40:03,892:	[Wall TIME] >>> ChiefCoach.train takes 6.513549 seconds ...
2023-09-21 13:40:03,954:	[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 7.21618
2023-09-21 13:40:03,954:	[Coach] >>> VALID @Epoch: 107  >>> 
2023-09-21 13:40:03,954:	[Coach] >>> TEST  @Epoch: 107  >>> 
2023-09-21 13:40:10,080:	[Wall TIME] >>> ChiefCoach.train takes 6.126193 seconds ...
2023-09-21 13:40:10,153:	[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 7.20383
2023-09-21 13:40:10,153:	[Coach] >>> VALID @Epoch: 108  >>> 
2023-09-21 13:40:10,153:	[Coach] >>> TEST  @Epoch: 108  >>> 
2023-09-21 13:40:16,259:	[Wall TIME] >>> ChiefCoach.train takes 6.106185 seconds ...
2023-09-21 13:40:16,329:	[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 7.22238
2023-09-21 13:40:16,329:	[Coach] >>> VALID @Epoch: 109  >>> 
2023-09-21 13:40:16,329:	[Coach] >>> TEST  @Epoch: 109  >>> 
2023-09-21 13:40:21,294:	[Wall TIME] >>> ChiefCoach.train takes 4.964085 seconds ...
2023-09-21 13:40:26,121:	[Wall TIME] >>> ChiefCoach.valid takes 4.763502 seconds ...
2023-09-21 13:40:26,122:	[Coach] >>> Better ***NDCG@10*** of ***0.0509*** 
2023-09-21 13:40:26,141:	[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 7.18060
2023-09-21 13:40:26,142:	[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0190 || HITRATE@5 Avg: 0.0606 || HITRATE@10 Avg: 0.0941 || NDCG@5 Avg: 0.0402 || NDCG@10 Avg: 0.0509
2023-09-21 13:40:26,142:	[Coach] >>> TEST  @Epoch: 110  >>> 
2023-09-21 13:40:32,381:	[Wall TIME] >>> ChiefCoach.train takes 6.239575 seconds ...
2023-09-21 13:40:32,448:	[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 7.17171
2023-09-21 13:40:32,449:	[Coach] >>> VALID @Epoch: 111  >>> 
2023-09-21 13:40:32,449:	[Coach] >>> TEST  @Epoch: 111  >>> 
2023-09-21 13:40:38,620:	[Wall TIME] >>> ChiefCoach.train takes 6.171334 seconds ...
2023-09-21 13:40:38,692:	[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 7.17534
2023-09-21 13:40:38,692:	[Coach] >>> VALID @Epoch: 112  >>> 
2023-09-21 13:40:38,693:	[Coach] >>> TEST  @Epoch: 112  >>> 
2023-09-21 13:40:44,894:	[Wall TIME] >>> ChiefCoach.train takes 6.201113 seconds ...
2023-09-21 13:40:45,067:	[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 7.17509
2023-09-21 13:40:45,067:	[Coach] >>> VALID @Epoch: 113  >>> 
2023-09-21 13:40:45,067:	[Coach] >>> TEST  @Epoch: 113  >>> 
2023-09-21 13:40:51,088:	[Wall TIME] >>> ChiefCoach.train takes 6.020702 seconds ...
2023-09-21 13:40:51,160:	[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 7.18414
2023-09-21 13:40:51,160:	[Coach] >>> VALID @Epoch: 114  >>> 
2023-09-21 13:40:51,160:	[Coach] >>> TEST  @Epoch: 114  >>> 
2023-09-21 13:40:56,219:	[Wall TIME] >>> ChiefCoach.train takes 5.058499 seconds ...
2023-09-21 13:41:01,036:	[Wall TIME] >>> ChiefCoach.valid takes 4.746614 seconds ...
2023-09-21 13:41:01,036:	[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 7.16315
2023-09-21 13:41:01,036:	[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0190 || HITRATE@5 Avg: 0.0617 || HITRATE@10 Avg: 0.0931 || NDCG@5 Avg: 0.0408 || NDCG@10 Avg: 0.0509
2023-09-21 13:41:01,036:	[Coach] >>> TEST  @Epoch: 115  >>> 
2023-09-21 13:41:07,284:	[Wall TIME] >>> ChiefCoach.train takes 6.247373 seconds ...
2023-09-21 13:41:07,350:	[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 7.16069
2023-09-21 13:41:07,350:	[Coach] >>> VALID @Epoch: 116  >>> 
2023-09-21 13:41:07,351:	[Coach] >>> TEST  @Epoch: 116  >>> 
2023-09-21 13:41:13,790:	[Wall TIME] >>> ChiefCoach.train takes 6.439138 seconds ...
2023-09-21 13:41:13,861:	[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 7.16555
2023-09-21 13:41:13,861:	[Coach] >>> VALID @Epoch: 117  >>> 
2023-09-21 13:41:13,861:	[Coach] >>> TEST  @Epoch: 117  >>> 
2023-09-21 13:41:20,143:	[Wall TIME] >>> ChiefCoach.train takes 6.282346 seconds ...
2023-09-21 13:41:20,208:	[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 7.15348
2023-09-21 13:41:20,208:	[Coach] >>> VALID @Epoch: 118  >>> 
2023-09-21 13:41:20,208:	[Coach] >>> TEST  @Epoch: 118  >>> 
2023-09-21 13:41:26,352:	[Wall TIME] >>> ChiefCoach.train takes 6.143889 seconds ...
2023-09-21 13:41:26,417:	[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 7.16056
2023-09-21 13:41:26,417:	[Coach] >>> VALID @Epoch: 119  >>> 
2023-09-21 13:41:26,417:	[Coach] >>> TEST  @Epoch: 119  >>> 
2023-09-21 13:41:31,440:	[Wall TIME] >>> ChiefCoach.train takes 5.022574 seconds ...
2023-09-21 13:41:36,688:	[Wall TIME] >>> ChiefCoach.valid takes 5.183191 seconds ...
2023-09-21 13:41:36,689:	[Coach] >>> Better ***NDCG@10*** of ***0.0520*** 
2023-09-21 13:41:36,710:	[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 7.14212
2023-09-21 13:41:36,711:	[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0207 || HITRATE@5 Avg: 0.0621 || HITRATE@10 Avg: 0.0945 || NDCG@5 Avg: 0.0416 || NDCG@10 Avg: 0.0520
2023-09-21 13:41:36,711:	[Coach] >>> TEST  @Epoch: 120  >>> 
2023-09-21 13:41:43,114:	[Wall TIME] >>> ChiefCoach.train takes 6.403633 seconds ...
2023-09-21 13:41:43,178:	[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 7.12265
2023-09-21 13:41:43,179:	[Coach] >>> VALID @Epoch: 121  >>> 
2023-09-21 13:41:43,179:	[Coach] >>> TEST  @Epoch: 121  >>> 
2023-09-21 13:41:49,134:	[Wall TIME] >>> ChiefCoach.train takes 5.955518 seconds ...
2023-09-21 13:41:49,199:	[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 7.12898
2023-09-21 13:41:49,200:	[Coach] >>> VALID @Epoch: 122  >>> 
2023-09-21 13:41:49,200:	[Coach] >>> TEST  @Epoch: 122  >>> 
2023-09-21 13:41:55,471:	[Wall TIME] >>> ChiefCoach.train takes 6.270723 seconds ...
2023-09-21 13:41:55,539:	[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 7.11125
2023-09-21 13:41:55,539:	[Coach] >>> VALID @Epoch: 123  >>> 
2023-09-21 13:41:55,539:	[Coach] >>> TEST  @Epoch: 123  >>> 
2023-09-21 13:42:01,721:	[Wall TIME] >>> ChiefCoach.train takes 6.181641 seconds ...
2023-09-21 13:42:01,783:	[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 7.14828
2023-09-21 13:42:01,784:	[Coach] >>> VALID @Epoch: 124  >>> 
2023-09-21 13:42:01,784:	[Coach] >>> TEST  @Epoch: 124  >>> 
2023-09-21 13:42:06,556:	[Wall TIME] >>> ChiefCoach.train takes 4.771990 seconds ...
2023-09-21 13:42:11,303:	[Wall TIME] >>> ChiefCoach.valid takes 4.636320 seconds ...
2023-09-21 13:42:11,303:	[Coach] >>> Better ***NDCG@10*** of ***0.0527*** 
2023-09-21 13:42:11,332:	[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 7.08888
2023-09-21 13:42:11,332:	[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0203 || HITRATE@5 Avg: 0.0631 || HITRATE@10 Avg: 0.0964 || NDCG@5 Avg: 0.0420 || NDCG@10 Avg: 0.0527
2023-09-21 13:42:11,333:	[Coach] >>> TEST  @Epoch: 125  >>> 
2023-09-21 13:42:17,440:	[Wall TIME] >>> ChiefCoach.train takes 6.106884 seconds ...
2023-09-21 13:42:17,504:	[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 7.07727
2023-09-21 13:42:17,504:	[Coach] >>> VALID @Epoch: 126  >>> 
2023-09-21 13:42:17,504:	[Coach] >>> TEST  @Epoch: 126  >>> 
2023-09-21 13:42:23,825:	[Wall TIME] >>> ChiefCoach.train takes 6.321275 seconds ...
2023-09-21 13:42:23,894:	[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 7.08773
2023-09-21 13:42:23,894:	[Coach] >>> VALID @Epoch: 127  >>> 
2023-09-21 13:42:23,894:	[Coach] >>> TEST  @Epoch: 127  >>> 
2023-09-21 13:42:30,064:	[Wall TIME] >>> ChiefCoach.train takes 6.169311 seconds ...
2023-09-21 13:42:30,144:	[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 7.10338
2023-09-21 13:42:30,144:	[Coach] >>> VALID @Epoch: 128  >>> 
2023-09-21 13:42:30,144:	[Coach] >>> TEST  @Epoch: 128  >>> 
2023-09-21 13:42:36,295:	[Wall TIME] >>> ChiefCoach.train takes 6.150236 seconds ...
2023-09-21 13:42:36,360:	[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 7.09282
2023-09-21 13:42:36,360:	[Coach] >>> VALID @Epoch: 129  >>> 
2023-09-21 13:42:36,360:	[Coach] >>> TEST  @Epoch: 129  >>> 
2023-09-21 13:42:41,485:	[Wall TIME] >>> ChiefCoach.train takes 5.124430 seconds ...
2023-09-21 13:42:46,156:	[Wall TIME] >>> ChiefCoach.valid takes 4.599022 seconds ...
2023-09-21 13:42:46,156:	[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 7.06265
2023-09-21 13:42:46,156:	[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0205 || HITRATE@5 Avg: 0.0627 || HITRATE@10 Avg: 0.0929 || NDCG@5 Avg: 0.0419 || NDCG@10 Avg: 0.0516
2023-09-21 13:42:46,156:	[Coach] >>> TEST  @Epoch: 130  >>> 
2023-09-21 13:42:52,394:	[Wall TIME] >>> ChiefCoach.train takes 6.237348 seconds ...
2023-09-21 13:42:52,466:	[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 7.07630
2023-09-21 13:42:52,466:	[Coach] >>> VALID @Epoch: 131  >>> 
2023-09-21 13:42:52,466:	[Coach] >>> TEST  @Epoch: 131  >>> 
2023-09-21 13:42:58,777:	[Wall TIME] >>> ChiefCoach.train takes 6.311309 seconds ...
2023-09-21 13:42:58,853:	[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 7.08484
2023-09-21 13:42:58,854:	[Coach] >>> VALID @Epoch: 132  >>> 
2023-09-21 13:42:58,854:	[Coach] >>> TEST  @Epoch: 132  >>> 
2023-09-21 13:43:04,999:	[Wall TIME] >>> ChiefCoach.train takes 6.144542 seconds ...
2023-09-21 13:43:05,073:	[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 7.06539
2023-09-21 13:43:05,074:	[Coach] >>> VALID @Epoch: 133  >>> 
2023-09-21 13:43:05,074:	[Coach] >>> TEST  @Epoch: 133  >>> 
2023-09-21 13:43:11,348:	[Wall TIME] >>> ChiefCoach.train takes 6.273897 seconds ...
2023-09-21 13:43:11,412:	[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 7.06824
2023-09-21 13:43:11,412:	[Coach] >>> VALID @Epoch: 134  >>> 
2023-09-21 13:43:11,412:	[Coach] >>> TEST  @Epoch: 134  >>> 
2023-09-21 13:43:16,578:	[Wall TIME] >>> ChiefCoach.train takes 5.165503 seconds ...
2023-09-21 13:43:21,942:	[Wall TIME] >>> ChiefCoach.valid takes 5.294973 seconds ...
2023-09-21 13:43:21,943:	[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 7.03368
2023-09-21 13:43:21,943:	[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0207 || HITRATE@5 Avg: 0.0647 || HITRATE@10 Avg: 0.0953 || NDCG@5 Avg: 0.0429 || NDCG@10 Avg: 0.0527
2023-09-21 13:43:21,943:	[Coach] >>> TEST  @Epoch: 135  >>> 
2023-09-21 13:43:28,214:	[Wall TIME] >>> ChiefCoach.train takes 6.270810 seconds ...
2023-09-21 13:43:28,279:	[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 7.06077
2023-09-21 13:43:28,279:	[Coach] >>> VALID @Epoch: 136  >>> 
2023-09-21 13:43:28,280:	[Coach] >>> TEST  @Epoch: 136  >>> 
2023-09-21 13:43:34,474:	[Wall TIME] >>> ChiefCoach.train takes 6.194049 seconds ...
2023-09-21 13:43:34,555:	[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 7.08341
2023-09-21 13:43:34,555:	[Coach] >>> VALID @Epoch: 137  >>> 
2023-09-21 13:43:34,555:	[Coach] >>> TEST  @Epoch: 137  >>> 
2023-09-21 13:43:40,784:	[Wall TIME] >>> ChiefCoach.train takes 6.229055 seconds ...
2023-09-21 13:43:40,849:	[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 7.07180
2023-09-21 13:43:40,849:	[Coach] >>> VALID @Epoch: 138  >>> 
2023-09-21 13:43:40,849:	[Coach] >>> TEST  @Epoch: 138  >>> 
2023-09-21 13:43:47,177:	[Wall TIME] >>> ChiefCoach.train takes 6.327657 seconds ...
2023-09-21 13:43:47,250:	[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 7.06356
2023-09-21 13:43:47,251:	[Coach] >>> VALID @Epoch: 139  >>> 
2023-09-21 13:43:47,251:	[Coach] >>> TEST  @Epoch: 139  >>> 
2023-09-21 13:43:51,896:	[Wall TIME] >>> ChiefCoach.train takes 4.645088 seconds ...
2023-09-21 13:43:56,926:	[Wall TIME] >>> ChiefCoach.valid takes 4.955633 seconds ...
2023-09-21 13:43:56,926:	[Coach] >>> Better ***NDCG@10*** of ***0.0535*** 
2023-09-21 13:43:56,946:	[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 7.05396
2023-09-21 13:43:56,947:	[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0197 || HITRATE@5 Avg: 0.0670 || HITRATE@10 Avg: 0.0979 || NDCG@5 Avg: 0.0436 || NDCG@10 Avg: 0.0535
2023-09-21 13:43:56,947:	[Coach] >>> TEST  @Epoch: 140  >>> 
2023-09-21 13:44:03,151:	[Wall TIME] >>> ChiefCoach.train takes 6.204077 seconds ...
2023-09-21 13:44:03,226:	[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 7.03269
2023-09-21 13:44:03,226:	[Coach] >>> VALID @Epoch: 141  >>> 
2023-09-21 13:44:03,226:	[Coach] >>> TEST  @Epoch: 141  >>> 
2023-09-21 13:44:09,490:	[Wall TIME] >>> ChiefCoach.train takes 6.264066 seconds ...
2023-09-21 13:44:09,572:	[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 7.03324
2023-09-21 13:44:09,572:	[Coach] >>> VALID @Epoch: 142  >>> 
2023-09-21 13:44:09,573:	[Coach] >>> TEST  @Epoch: 142  >>> 
2023-09-21 13:44:15,861:	[Wall TIME] >>> ChiefCoach.train takes 6.288116 seconds ...
2023-09-21 13:44:15,936:	[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 7.06198
2023-09-21 13:44:15,936:	[Coach] >>> VALID @Epoch: 143  >>> 
2023-09-21 13:44:15,936:	[Coach] >>> TEST  @Epoch: 143  >>> 
2023-09-21 13:44:22,202:	[Wall TIME] >>> ChiefCoach.train takes 6.265093 seconds ...
2023-09-21 13:44:22,267:	[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 7.03908
2023-09-21 13:44:22,267:	[Coach] >>> VALID @Epoch: 144  >>> 
2023-09-21 13:44:22,267:	[Coach] >>> TEST  @Epoch: 144  >>> 
2023-09-21 13:44:26,958:	[Wall TIME] >>> ChiefCoach.train takes 4.690783 seconds ...
2023-09-21 13:44:32,054:	[Wall TIME] >>> ChiefCoach.valid takes 5.032810 seconds ...
2023-09-21 13:44:32,054:	[Coach] >>> Better ***NDCG@10*** of ***0.0555*** 
2023-09-21 13:44:32,074:	[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 7.00863
2023-09-21 13:44:32,074:	[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0223 || HITRATE@5 Avg: 0.0683 || HITRATE@10 Avg: 0.0987 || NDCG@5 Avg: 0.0458 || NDCG@10 Avg: 0.0555
2023-09-21 13:44:32,074:	[Coach] >>> TEST  @Epoch: 145  >>> 
2023-09-21 13:44:38,318:	[Wall TIME] >>> ChiefCoach.train takes 6.244234 seconds ...
2023-09-21 13:44:38,457:	[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 7.01255
2023-09-21 13:44:38,457:	[Coach] >>> VALID @Epoch: 146  >>> 
2023-09-21 13:44:38,457:	[Coach] >>> TEST  @Epoch: 146  >>> 
2023-09-21 13:44:44,682:	[Wall TIME] >>> ChiefCoach.train takes 6.224475 seconds ...
2023-09-21 13:44:44,762:	[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 7.00888
2023-09-21 13:44:44,762:	[Coach] >>> VALID @Epoch: 147  >>> 
2023-09-21 13:44:44,762:	[Coach] >>> TEST  @Epoch: 147  >>> 
2023-09-21 13:44:51,030:	[Wall TIME] >>> ChiefCoach.train takes 6.267609 seconds ...
2023-09-21 13:44:51,143:	[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 7.01023
2023-09-21 13:44:51,143:	[Coach] >>> VALID @Epoch: 148  >>> 
2023-09-21 13:44:51,143:	[Coach] >>> TEST  @Epoch: 148  >>> 
2023-09-21 13:44:57,432:	[Wall TIME] >>> ChiefCoach.train takes 6.289290 seconds ...
2023-09-21 13:44:57,499:	[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 7.01206
2023-09-21 13:44:57,499:	[Coach] >>> VALID @Epoch: 149  >>> 
2023-09-21 13:44:57,500:	[Coach] >>> TEST  @Epoch: 149  >>> 
2023-09-21 13:45:01,841:	[Wall TIME] >>> ChiefCoach.train takes 4.340721 seconds ...
2023-09-21 13:45:06,801:	[Wall TIME] >>> ChiefCoach.valid takes 4.886267 seconds ...
2023-09-21 13:45:06,801:	[Coach] >>> Better ***NDCG@10*** of ***0.0562*** 
2023-09-21 13:45:06,821:	[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 7.00997
2023-09-21 13:45:06,821:	[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0234 || HITRATE@5 Avg: 0.0678 || HITRATE@10 Avg: 0.0998 || NDCG@5 Avg: 0.0459 || NDCG@10 Avg: 0.0562
2023-09-21 13:45:06,821:	[Coach] >>> TEST  @Epoch: 150  >>> 
2023-09-21 13:45:13,191:	[Wall TIME] >>> ChiefCoach.train takes 6.370095 seconds ...
2023-09-21 13:45:13,262:	[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 6.98475
2023-09-21 13:45:13,262:	[Coach] >>> VALID @Epoch: 151  >>> 
2023-09-21 13:45:13,262:	[Coach] >>> TEST  @Epoch: 151  >>> 
2023-09-21 13:45:19,403:	[Wall TIME] >>> ChiefCoach.train takes 6.140625 seconds ...
2023-09-21 13:45:19,481:	[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 6.99875
2023-09-21 13:45:19,481:	[Coach] >>> VALID @Epoch: 152  >>> 
2023-09-21 13:45:19,481:	[Coach] >>> TEST  @Epoch: 152  >>> 
2023-09-21 13:45:25,764:	[Wall TIME] >>> ChiefCoach.train takes 6.282269 seconds ...
2023-09-21 13:45:25,827:	[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 6.95737
2023-09-21 13:45:25,827:	[Coach] >>> VALID @Epoch: 153  >>> 
2023-09-21 13:45:25,827:	[Coach] >>> TEST  @Epoch: 153  >>> 
2023-09-21 13:45:32,104:	[Wall TIME] >>> ChiefCoach.train takes 6.276785 seconds ...
2023-09-21 13:45:32,167:	[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 6.97579
2023-09-21 13:45:32,167:	[Coach] >>> VALID @Epoch: 154  >>> 
2023-09-21 13:45:32,167:	[Coach] >>> TEST  @Epoch: 154  >>> 
2023-09-21 13:45:37,083:	[Wall TIME] >>> ChiefCoach.train takes 4.915956 seconds ...
2023-09-21 13:45:41,897:	[Wall TIME] >>> ChiefCoach.valid takes 4.748013 seconds ...
2023-09-21 13:45:41,897:	[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 6.99277
2023-09-21 13:45:41,898:	[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0215 || HITRATE@5 Avg: 0.0688 || HITRATE@10 Avg: 0.0989 || NDCG@5 Avg: 0.0456 || NDCG@10 Avg: 0.0553
2023-09-21 13:45:41,898:	[Coach] >>> TEST  @Epoch: 155  >>> 
2023-09-21 13:45:48,110:	[Wall TIME] >>> ChiefCoach.train takes 6.212034 seconds ...
2023-09-21 13:45:48,172:	[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 6.98316
2023-09-21 13:45:48,173:	[Coach] >>> VALID @Epoch: 156  >>> 
2023-09-21 13:45:48,173:	[Coach] >>> TEST  @Epoch: 156  >>> 
2023-09-21 13:45:54,289:	[Wall TIME] >>> ChiefCoach.train takes 6.115844 seconds ...
2023-09-21 13:45:54,362:	[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 6.98369
2023-09-21 13:45:54,362:	[Coach] >>> VALID @Epoch: 157  >>> 
2023-09-21 13:45:54,362:	[Coach] >>> TEST  @Epoch: 157  >>> 
2023-09-21 13:46:00,485:	[Wall TIME] >>> ChiefCoach.train takes 6.122597 seconds ...
2023-09-21 13:46:00,552:	[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 6.97583
2023-09-21 13:46:00,552:	[Coach] >>> VALID @Epoch: 158  >>> 
2023-09-21 13:46:00,552:	[Coach] >>> TEST  @Epoch: 158  >>> 
2023-09-21 13:46:06,815:	[Wall TIME] >>> ChiefCoach.train takes 6.262944 seconds ...
2023-09-21 13:46:06,930:	[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 6.97770
2023-09-21 13:46:06,930:	[Coach] >>> VALID @Epoch: 159  >>> 
2023-09-21 13:46:06,930:	[Coach] >>> TEST  @Epoch: 159  >>> 
2023-09-21 13:46:11,971:	[Wall TIME] >>> ChiefCoach.train takes 5.040675 seconds ...
2023-09-21 13:46:16,421:	[Wall TIME] >>> ChiefCoach.valid takes 4.383835 seconds ...
2023-09-21 13:46:16,421:	[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 6.97174
2023-09-21 13:46:16,421:	[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0212 || HITRATE@5 Avg: 0.0677 || HITRATE@10 Avg: 0.0990 || NDCG@5 Avg: 0.0447 || NDCG@10 Avg: 0.0548
2023-09-21 13:46:16,422:	[Coach] >>> TEST  @Epoch: 160  >>> 
2023-09-21 13:46:22,682:	[Wall TIME] >>> ChiefCoach.train takes 6.260270 seconds ...
2023-09-21 13:46:22,754:	[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 6.94237
2023-09-21 13:46:22,754:	[Coach] >>> VALID @Epoch: 161  >>> 
2023-09-21 13:46:22,754:	[Coach] >>> TEST  @Epoch: 161  >>> 
2023-09-21 13:46:28,914:	[Wall TIME] >>> ChiefCoach.train takes 6.159679 seconds ...
2023-09-21 13:46:28,977:	[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 6.95834
2023-09-21 13:46:28,977:	[Coach] >>> VALID @Epoch: 162  >>> 
2023-09-21 13:46:28,977:	[Coach] >>> TEST  @Epoch: 162  >>> 
2023-09-21 13:46:35,285:	[Wall TIME] >>> ChiefCoach.train takes 6.307231 seconds ...
2023-09-21 13:46:35,355:	[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 6.94432
2023-09-21 13:46:35,356:	[Coach] >>> VALID @Epoch: 163  >>> 
2023-09-21 13:46:35,356:	[Coach] >>> TEST  @Epoch: 163  >>> 
2023-09-21 13:46:41,552:	[Wall TIME] >>> ChiefCoach.train takes 6.196486 seconds ...
2023-09-21 13:46:41,620:	[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 6.96931
2023-09-21 13:46:41,621:	[Coach] >>> VALID @Epoch: 164  >>> 
2023-09-21 13:46:41,621:	[Coach] >>> TEST  @Epoch: 164  >>> 
2023-09-21 13:46:46,937:	[Wall TIME] >>> ChiefCoach.train takes 5.316155 seconds ...
2023-09-21 13:46:51,772:	[Wall TIME] >>> ChiefCoach.valid takes 4.644068 seconds ...
2023-09-21 13:46:51,773:	[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 6.92514
2023-09-21 13:46:51,773:	[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0219 || HITRATE@5 Avg: 0.0696 || HITRATE@10 Avg: 0.0996 || NDCG@5 Avg: 0.0458 || NDCG@10 Avg: 0.0554
2023-09-21 13:46:51,773:	[Coach] >>> TEST  @Epoch: 165  >>> 
2023-09-21 13:46:58,089:	[Wall TIME] >>> ChiefCoach.train takes 6.315500 seconds ...
2023-09-21 13:46:58,207:	[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 6.96035
2023-09-21 13:46:58,207:	[Coach] >>> VALID @Epoch: 166  >>> 
2023-09-21 13:46:58,207:	[Coach] >>> TEST  @Epoch: 166  >>> 
2023-09-21 13:47:04,612:	[Wall TIME] >>> ChiefCoach.train takes 6.404533 seconds ...
2023-09-21 13:47:04,694:	[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 6.96009
2023-09-21 13:47:04,694:	[Coach] >>> VALID @Epoch: 167  >>> 
2023-09-21 13:47:04,694:	[Coach] >>> TEST  @Epoch: 167  >>> 
2023-09-21 13:47:11,058:	[Wall TIME] >>> ChiefCoach.train takes 6.363328 seconds ...
2023-09-21 13:47:11,127:	[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 6.91363
2023-09-21 13:47:11,127:	[Coach] >>> VALID @Epoch: 168  >>> 
2023-09-21 13:47:11,127:	[Coach] >>> TEST  @Epoch: 168  >>> 
2023-09-21 13:47:17,470:	[Wall TIME] >>> ChiefCoach.train takes 6.342701 seconds ...
2023-09-21 13:47:17,535:	[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 6.94009
2023-09-21 13:47:17,536:	[Coach] >>> VALID @Epoch: 169  >>> 
2023-09-21 13:47:17,536:	[Coach] >>> TEST  @Epoch: 169  >>> 
2023-09-21 13:47:22,602:	[Wall TIME] >>> ChiefCoach.train takes 5.066219 seconds ...
2023-09-21 13:47:27,458:	[Wall TIME] >>> ChiefCoach.valid takes 4.770112 seconds ...
2023-09-21 13:47:27,459:	[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 6.93870
2023-09-21 13:47:27,459:	[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0223 || HITRATE@5 Avg: 0.0688 || HITRATE@10 Avg: 0.1000 || NDCG@5 Avg: 0.0457 || NDCG@10 Avg: 0.0557
2023-09-21 13:47:27,459:	[Coach] >>> TEST  @Epoch: 170  >>> 
2023-09-21 13:47:33,651:	[Wall TIME] >>> ChiefCoach.train takes 6.192297 seconds ...
2023-09-21 13:47:33,719:	[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 6.94336
2023-09-21 13:47:33,719:	[Coach] >>> VALID @Epoch: 171  >>> 
2023-09-21 13:47:33,719:	[Coach] >>> TEST  @Epoch: 171  >>> 
2023-09-21 13:47:40,021:	[Wall TIME] >>> ChiefCoach.train takes 6.302476 seconds ...
2023-09-21 13:47:40,084:	[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 6.90351
2023-09-21 13:47:40,084:	[Coach] >>> VALID @Epoch: 172  >>> 
2023-09-21 13:47:40,084:	[Coach] >>> TEST  @Epoch: 172  >>> 
2023-09-21 13:47:46,268:	[Wall TIME] >>> ChiefCoach.train takes 6.183354 seconds ...
2023-09-21 13:47:46,334:	[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 6.90148
2023-09-21 13:47:46,334:	[Coach] >>> VALID @Epoch: 173  >>> 
2023-09-21 13:47:46,335:	[Coach] >>> TEST  @Epoch: 173  >>> 
2023-09-21 13:47:52,585:	[Wall TIME] >>> ChiefCoach.train takes 6.249938 seconds ...
2023-09-21 13:47:52,648:	[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 6.90049
2023-09-21 13:47:52,649:	[Coach] >>> VALID @Epoch: 174  >>> 
2023-09-21 13:47:52,649:	[Coach] >>> TEST  @Epoch: 174  >>> 
2023-09-21 13:47:57,719:	[Wall TIME] >>> ChiefCoach.train takes 5.069853 seconds ...
2023-09-21 13:48:02,524:	[Wall TIME] >>> ChiefCoach.valid takes 4.740479 seconds ...
2023-09-21 13:48:02,525:	[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 6.90720
2023-09-21 13:48:02,525:	[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0225 || HITRATE@5 Avg: 0.0671 || HITRATE@10 Avg: 0.1015 || NDCG@5 Avg: 0.0450 || NDCG@10 Avg: 0.0560
2023-09-21 13:48:02,525:	[Coach] >>> TEST  @Epoch: 175  >>> 
2023-09-21 13:48:08,693:	[Wall TIME] >>> ChiefCoach.train takes 6.168180 seconds ...
2023-09-21 13:48:08,758:	[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 6.91643
2023-09-21 13:48:08,758:	[Coach] >>> VALID @Epoch: 176  >>> 
2023-09-21 13:48:08,758:	[Coach] >>> TEST  @Epoch: 176  >>> 
2023-09-21 13:48:15,036:	[Wall TIME] >>> ChiefCoach.train takes 6.277817 seconds ...
2023-09-21 13:48:15,104:	[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 6.91152
2023-09-21 13:48:15,104:	[Coach] >>> VALID @Epoch: 177  >>> 
2023-09-21 13:48:15,104:	[Coach] >>> TEST  @Epoch: 177  >>> 
2023-09-21 13:48:21,331:	[Wall TIME] >>> ChiefCoach.train takes 6.226544 seconds ...
2023-09-21 13:48:21,396:	[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 6.91172
2023-09-21 13:48:21,397:	[Coach] >>> VALID @Epoch: 178  >>> 
2023-09-21 13:48:21,397:	[Coach] >>> TEST  @Epoch: 178  >>> 
2023-09-21 13:48:27,641:	[Wall TIME] >>> ChiefCoach.train takes 6.244003 seconds ...
2023-09-21 13:48:27,706:	[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 6.90643
2023-09-21 13:48:27,706:	[Coach] >>> VALID @Epoch: 179  >>> 
2023-09-21 13:48:27,706:	[Coach] >>> TEST  @Epoch: 179  >>> 
2023-09-21 13:48:32,606:	[Wall TIME] >>> ChiefCoach.train takes 4.899361 seconds ...
2023-09-21 13:48:37,639:	[Wall TIME] >>> ChiefCoach.valid takes 4.964378 seconds ...
2023-09-21 13:48:37,639:	[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 6.90409
2023-09-21 13:48:37,639:	[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0225 || HITRATE@5 Avg: 0.0681 || HITRATE@10 Avg: 0.1007 || NDCG@5 Avg: 0.0453 || NDCG@10 Avg: 0.0558
2023-09-21 13:48:37,639:	[Coach] >>> TEST  @Epoch: 180  >>> 
2023-09-21 13:48:43,792:	[Wall TIME] >>> ChiefCoach.train takes 6.152700 seconds ...
2023-09-21 13:48:43,881:	[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 6.89592
2023-09-21 13:48:43,881:	[Coach] >>> VALID @Epoch: 181  >>> 
2023-09-21 13:48:43,882:	[Coach] >>> TEST  @Epoch: 181  >>> 
2023-09-21 13:48:50,092:	[Wall TIME] >>> ChiefCoach.train takes 6.209798 seconds ...
2023-09-21 13:48:50,156:	[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 6.88499
2023-09-21 13:48:50,157:	[Coach] >>> VALID @Epoch: 182  >>> 
2023-09-21 13:48:50,157:	[Coach] >>> TEST  @Epoch: 182  >>> 
2023-09-21 13:48:56,332:	[Wall TIME] >>> ChiefCoach.train takes 6.174848 seconds ...
2023-09-21 13:48:56,685:	[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 6.89706
2023-09-21 13:48:56,685:	[Coach] >>> VALID @Epoch: 183  >>> 
2023-09-21 13:48:56,685:	[Coach] >>> TEST  @Epoch: 183  >>> 
2023-09-21 13:49:03,143:	[Wall TIME] >>> ChiefCoach.train takes 6.457243 seconds ...
2023-09-21 13:49:03,233:	[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 6.89854
2023-09-21 13:49:03,234:	[Coach] >>> VALID @Epoch: 184  >>> 
2023-09-21 13:49:03,234:	[Coach] >>> TEST  @Epoch: 184  >>> 
2023-09-21 13:49:08,132:	[Wall TIME] >>> ChiefCoach.train takes 4.898173 seconds ...
2023-09-21 13:49:13,046:	[Wall TIME] >>> ChiefCoach.valid takes 4.837534 seconds ...
2023-09-21 13:49:13,046:	[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 6.89606
2023-09-21 13:49:13,046:	[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0229 || HITRATE@5 Avg: 0.0692 || HITRATE@10 Avg: 0.1000 || NDCG@5 Avg: 0.0463 || NDCG@10 Avg: 0.0562
2023-09-21 13:49:13,046:	[Coach] >>> TEST  @Epoch: 185  >>> 
2023-09-21 13:49:19,131:	[Wall TIME] >>> ChiefCoach.train takes 6.084539 seconds ...
2023-09-21 13:49:19,198:	[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 6.88340
2023-09-21 13:49:19,199:	[Coach] >>> VALID @Epoch: 186  >>> 
2023-09-21 13:49:19,199:	[Coach] >>> TEST  @Epoch: 186  >>> 
2023-09-21 13:49:25,385:	[Wall TIME] >>> ChiefCoach.train takes 6.186149 seconds ...
2023-09-21 13:49:25,452:	[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 6.88388
2023-09-21 13:49:25,452:	[Coach] >>> VALID @Epoch: 187  >>> 
2023-09-21 13:49:25,452:	[Coach] >>> TEST  @Epoch: 187  >>> 
2023-09-21 13:49:31,707:	[Wall TIME] >>> ChiefCoach.train takes 6.255179 seconds ...
2023-09-21 13:49:31,770:	[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 6.87266
2023-09-21 13:49:31,770:	[Coach] >>> VALID @Epoch: 188  >>> 
2023-09-21 13:49:31,770:	[Coach] >>> TEST  @Epoch: 188  >>> 
2023-09-21 13:49:37,934:	[Wall TIME] >>> ChiefCoach.train takes 6.164038 seconds ...
2023-09-21 13:49:38,005:	[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 6.85473
2023-09-21 13:49:38,005:	[Coach] >>> VALID @Epoch: 189  >>> 
2023-09-21 13:49:38,005:	[Coach] >>> TEST  @Epoch: 189  >>> 
2023-09-21 13:49:42,999:	[Wall TIME] >>> ChiefCoach.train takes 4.993760 seconds ...
2023-09-21 13:49:47,802:	[Wall TIME] >>> ChiefCoach.valid takes 4.720447 seconds ...
2023-09-21 13:49:47,802:	[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 6.86778
2023-09-21 13:49:47,802:	[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0213 || HITRATE@5 Avg: 0.0683 || HITRATE@10 Avg: 0.1031 || NDCG@5 Avg: 0.0451 || NDCG@10 Avg: 0.0562
2023-09-21 13:49:47,802:	[Coach] >>> TEST  @Epoch: 190  >>> 
2023-09-21 13:49:54,071:	[Wall TIME] >>> ChiefCoach.train takes 6.268337 seconds ...
2023-09-21 13:49:54,140:	[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 6.86458
2023-09-21 13:49:54,140:	[Coach] >>> VALID @Epoch: 191  >>> 
2023-09-21 13:49:54,140:	[Coach] >>> TEST  @Epoch: 191  >>> 
2023-09-21 13:50:00,349:	[Wall TIME] >>> ChiefCoach.train takes 6.209336 seconds ...
2023-09-21 13:50:00,417:	[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 6.87169
2023-09-21 13:50:00,418:	[Coach] >>> VALID @Epoch: 192  >>> 
2023-09-21 13:50:00,418:	[Coach] >>> TEST  @Epoch: 192  >>> 
2023-09-21 13:50:06,639:	[Wall TIME] >>> ChiefCoach.train takes 6.221068 seconds ...
2023-09-21 13:50:06,704:	[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 6.86438
2023-09-21 13:50:06,704:	[Coach] >>> VALID @Epoch: 193  >>> 
2023-09-21 13:50:06,704:	[Coach] >>> TEST  @Epoch: 193  >>> 
2023-09-21 13:50:12,793:	[Wall TIME] >>> ChiefCoach.train takes 6.088465 seconds ...
2023-09-21 13:50:12,861:	[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 6.88463
2023-09-21 13:50:12,861:	[Coach] >>> VALID @Epoch: 194  >>> 
2023-09-21 13:50:12,861:	[Coach] >>> TEST  @Epoch: 194  >>> 
2023-09-21 13:50:17,924:	[Wall TIME] >>> ChiefCoach.train takes 5.062755 seconds ...
2023-09-21 13:50:23,053:	[Wall TIME] >>> ChiefCoach.valid takes 5.056903 seconds ...
2023-09-21 13:50:23,053:	[Coach] >>> Better ***NDCG@10*** of ***0.0570*** 
2023-09-21 13:50:23,073:	[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 6.87377
2023-09-21 13:50:23,073:	[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0228 || HITRATE@5 Avg: 0.0694 || HITRATE@10 Avg: 0.1029 || NDCG@5 Avg: 0.0462 || NDCG@10 Avg: 0.0570
2023-09-21 13:50:23,073:	[Coach] >>> TEST  @Epoch: 195  >>> 
2023-09-21 13:50:29,232:	[Wall TIME] >>> ChiefCoach.train takes 6.158338 seconds ...
2023-09-21 13:50:29,297:	[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 6.85868
2023-09-21 13:50:29,297:	[Coach] >>> VALID @Epoch: 196  >>> 
2023-09-21 13:50:29,297:	[Coach] >>> TEST  @Epoch: 196  >>> 
2023-09-21 13:50:35,516:	[Wall TIME] >>> ChiefCoach.train takes 6.218748 seconds ...
2023-09-21 13:50:35,587:	[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 6.84562
2023-09-21 13:50:35,587:	[Coach] >>> VALID @Epoch: 197  >>> 
2023-09-21 13:50:35,587:	[Coach] >>> TEST  @Epoch: 197  >>> 
2023-09-21 13:50:41,790:	[Wall TIME] >>> ChiefCoach.train takes 6.202551 seconds ...
2023-09-21 13:50:41,855:	[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 6.84364
2023-09-21 13:50:41,855:	[Coach] >>> VALID @Epoch: 198  >>> 
2023-09-21 13:50:41,855:	[Coach] >>> TEST  @Epoch: 198  >>> 
2023-09-21 13:50:48,135:	[Wall TIME] >>> ChiefCoach.train takes 6.279273 seconds ...
2023-09-21 13:50:48,215:	[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 6.84369
2023-09-21 13:50:48,215:	[Coach] >>> VALID @Epoch: 199  >>> 
2023-09-21 13:50:48,215:	[Coach] >>> TEST  @Epoch: 199  >>> 
2023-09-21 13:50:52,813:	[Wall TIME] >>> ChiefCoach.train takes 4.598025 seconds ...
2023-09-21 13:50:57,995:	[Wall TIME] >>> ChiefCoach.valid takes 5.115331 seconds ...
2023-09-21 13:50:57,995:	[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 6.84308
2023-09-21 13:50:57,995:	[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0220 || HITRATE@5 Avg: 0.0700 || HITRATE@10 Avg: 0.1013 || NDCG@5 Avg: 0.0465 || NDCG@10 Avg: 0.0566
2023-09-21 13:50:57,995:	[Coach] >>> TEST  @Epoch: 200  >>> 
2023-09-21 13:51:04,211:	[Wall TIME] >>> ChiefCoach.train takes 6.215603 seconds ...
2023-09-21 13:51:04,276:	[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 6.84649
2023-09-21 13:51:04,277:	[Coach] >>> VALID @Epoch: 201  >>> 
2023-09-21 13:51:04,277:	[Coach] >>> TEST  @Epoch: 201  >>> 
2023-09-21 13:51:10,558:	[Wall TIME] >>> ChiefCoach.train takes 6.281035 seconds ...
2023-09-21 13:51:10,630:	[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 6.80592
2023-09-21 13:51:10,630:	[Coach] >>> VALID @Epoch: 202  >>> 
2023-09-21 13:51:10,630:	[Coach] >>> TEST  @Epoch: 202  >>> 
2023-09-21 13:51:16,871:	[Wall TIME] >>> ChiefCoach.train takes 6.241302 seconds ...
2023-09-21 13:51:16,934:	[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 6.82372
2023-09-21 13:51:16,934:	[Coach] >>> VALID @Epoch: 203  >>> 
2023-09-21 13:51:16,934:	[Coach] >>> TEST  @Epoch: 203  >>> 
2023-09-21 13:51:23,239:	[Wall TIME] >>> ChiefCoach.train takes 6.304176 seconds ...
2023-09-21 13:51:23,304:	[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 6.82578
2023-09-21 13:51:23,304:	[Coach] >>> VALID @Epoch: 204  >>> 
2023-09-21 13:51:23,304:	[Coach] >>> TEST  @Epoch: 204  >>> 
2023-09-21 13:51:28,040:	[Wall TIME] >>> ChiefCoach.train takes 4.735212 seconds ...
2023-09-21 13:51:33,653:	[Wall TIME] >>> ChiefCoach.valid takes 5.433478 seconds ...
2023-09-21 13:51:33,654:	[Coach] >>> Better ***NDCG@10*** of ***0.0577*** 
2023-09-21 13:51:33,674:	[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 6.82416
2023-09-21 13:51:33,674:	[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0233 || HITRATE@5 Avg: 0.0707 || HITRATE@10 Avg: 0.1032 || NDCG@5 Avg: 0.0473 || NDCG@10 Avg: 0.0577
2023-09-21 13:51:33,674:	[Coach] >>> TEST  @Epoch: 205  >>> 
2023-09-21 13:51:40,154:	[Wall TIME] >>> ChiefCoach.train takes 6.480186 seconds ...
2023-09-21 13:51:40,240:	[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 6.82453
2023-09-21 13:51:40,241:	[Coach] >>> VALID @Epoch: 206  >>> 
2023-09-21 13:51:40,241:	[Coach] >>> TEST  @Epoch: 206  >>> 
2023-09-21 13:51:46,580:	[Wall TIME] >>> ChiefCoach.train takes 6.339072 seconds ...
2023-09-21 13:51:46,652:	[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 6.81483
2023-09-21 13:51:46,652:	[Coach] >>> VALID @Epoch: 207  >>> 
2023-09-21 13:51:46,653:	[Coach] >>> TEST  @Epoch: 207  >>> 
2023-09-21 13:51:52,988:	[Wall TIME] >>> ChiefCoach.train takes 6.335084 seconds ...
2023-09-21 13:51:53,052:	[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 6.81832
2023-09-21 13:51:53,053:	[Coach] >>> VALID @Epoch: 208  >>> 
2023-09-21 13:51:53,053:	[Coach] >>> TEST  @Epoch: 208  >>> 
2023-09-21 13:51:59,406:	[Wall TIME] >>> ChiefCoach.train takes 6.352667 seconds ...
2023-09-21 13:51:59,474:	[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 6.81721
2023-09-21 13:51:59,474:	[Coach] >>> VALID @Epoch: 209  >>> 
2023-09-21 13:51:59,474:	[Coach] >>> TEST  @Epoch: 209  >>> 
2023-09-21 13:52:03,905:	[Wall TIME] >>> ChiefCoach.train takes 4.430636 seconds ...
2023-09-21 13:52:09,126:	[Wall TIME] >>> ChiefCoach.valid takes 5.151440 seconds ...
2023-09-21 13:52:09,126:	[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 6.79499
2023-09-21 13:52:09,127:	[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0239 || HITRATE@5 Avg: 0.0703 || HITRATE@10 Avg: 0.1011 || NDCG@5 Avg: 0.0474 || NDCG@10 Avg: 0.0574
2023-09-21 13:52:09,127:	[Coach] >>> TEST  @Epoch: 210  >>> 
2023-09-21 13:52:15,454:	[Wall TIME] >>> ChiefCoach.train takes 6.327105 seconds ...
2023-09-21 13:52:15,527:	[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 6.82385
2023-09-21 13:52:15,527:	[Coach] >>> VALID @Epoch: 211  >>> 
2023-09-21 13:52:15,528:	[Coach] >>> TEST  @Epoch: 211  >>> 
2023-09-21 13:52:21,705:	[Wall TIME] >>> ChiefCoach.train takes 6.177598 seconds ...
2023-09-21 13:52:21,788:	[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 6.80101
2023-09-21 13:52:21,788:	[Coach] >>> VALID @Epoch: 212  >>> 
2023-09-21 13:52:21,788:	[Coach] >>> TEST  @Epoch: 212  >>> 
2023-09-21 13:52:28,002:	[Wall TIME] >>> ChiefCoach.train takes 6.214033 seconds ...
2023-09-21 13:52:28,069:	[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 6.78564
2023-09-21 13:52:28,069:	[Coach] >>> VALID @Epoch: 213  >>> 
2023-09-21 13:52:28,069:	[Coach] >>> TEST  @Epoch: 213  >>> 
2023-09-21 13:52:34,230:	[Wall TIME] >>> ChiefCoach.train takes 6.160642 seconds ...
2023-09-21 13:52:34,293:	[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 6.76339
2023-09-21 13:52:34,293:	[Coach] >>> VALID @Epoch: 214  >>> 
2023-09-21 13:52:34,293:	[Coach] >>> TEST  @Epoch: 214  >>> 
2023-09-21 13:52:38,760:	[Wall TIME] >>> ChiefCoach.train takes 4.466595 seconds ...
2023-09-21 13:52:43,637:	[Wall TIME] >>> ChiefCoach.valid takes 4.811127 seconds ...
2023-09-21 13:52:43,637:	[Coach] >>> Better ***NDCG@10*** of ***0.0581*** 
2023-09-21 13:52:43,663:	[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 6.81613
2023-09-21 13:52:43,664:	[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0238 || HITRATE@5 Avg: 0.0712 || HITRATE@10 Avg: 0.1035 || NDCG@5 Avg: 0.0478 || NDCG@10 Avg: 0.0581
2023-09-21 13:52:43,664:	[Coach] >>> TEST  @Epoch: 215  >>> 
2023-09-21 13:52:49,918:	[Wall TIME] >>> ChiefCoach.train takes 6.254038 seconds ...
2023-09-21 13:52:49,983:	[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 6.79690
2023-09-21 13:52:49,983:	[Coach] >>> VALID @Epoch: 216  >>> 
2023-09-21 13:52:49,983:	[Coach] >>> TEST  @Epoch: 216  >>> 
2023-09-21 13:52:56,123:	[Wall TIME] >>> ChiefCoach.train takes 6.139526 seconds ...
2023-09-21 13:52:56,186:	[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 6.80882
2023-09-21 13:52:56,186:	[Coach] >>> VALID @Epoch: 217  >>> 
2023-09-21 13:52:56,186:	[Coach] >>> TEST  @Epoch: 217  >>> 
2023-09-21 13:53:02,402:	[Wall TIME] >>> ChiefCoach.train takes 6.215406 seconds ...
2023-09-21 13:53:02,470:	[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 6.82844
2023-09-21 13:53:02,470:	[Coach] >>> VALID @Epoch: 218  >>> 
2023-09-21 13:53:02,470:	[Coach] >>> TEST  @Epoch: 218  >>> 
2023-09-21 13:53:08,851:	[Wall TIME] >>> ChiefCoach.train takes 6.381268 seconds ...
2023-09-21 13:53:08,916:	[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 6.79463
2023-09-21 13:53:08,916:	[Coach] >>> VALID @Epoch: 219  >>> 
2023-09-21 13:53:08,916:	[Coach] >>> TEST  @Epoch: 219  >>> 
2023-09-21 13:53:13,568:	[Wall TIME] >>> ChiefCoach.train takes 4.652277 seconds ...
2023-09-21 13:53:18,633:	[Wall TIME] >>> ChiefCoach.valid takes 4.999138 seconds ...
2023-09-21 13:53:18,633:	[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 6.81179
2023-09-21 13:53:18,634:	[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0235 || HITRATE@5 Avg: 0.0705 || HITRATE@10 Avg: 0.1016 || NDCG@5 Avg: 0.0473 || NDCG@10 Avg: 0.0573
2023-09-21 13:53:18,634:	[Coach] >>> TEST  @Epoch: 220  >>> 
2023-09-21 13:53:24,804:	[Wall TIME] >>> ChiefCoach.train takes 6.170542 seconds ...
2023-09-21 13:53:24,869:	[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 6.77989
2023-09-21 13:53:24,869:	[Coach] >>> VALID @Epoch: 221  >>> 
2023-09-21 13:53:24,869:	[Coach] >>> TEST  @Epoch: 221  >>> 
2023-09-21 13:53:30,960:	[Wall TIME] >>> ChiefCoach.train takes 6.090695 seconds ...
2023-09-21 13:53:31,025:	[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 6.78165
2023-09-21 13:53:31,025:	[Coach] >>> VALID @Epoch: 222  >>> 
2023-09-21 13:53:31,025:	[Coach] >>> TEST  @Epoch: 222  >>> 
2023-09-21 13:53:37,244:	[Wall TIME] >>> ChiefCoach.train takes 6.218688 seconds ...
2023-09-21 13:53:37,317:	[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 6.78177
2023-09-21 13:53:37,317:	[Coach] >>> VALID @Epoch: 223  >>> 
2023-09-21 13:53:37,317:	[Coach] >>> TEST  @Epoch: 223  >>> 
2023-09-21 13:53:43,684:	[Wall TIME] >>> ChiefCoach.train takes 6.366921 seconds ...
2023-09-21 13:53:43,767:	[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 6.78120
2023-09-21 13:53:43,768:	[Coach] >>> VALID @Epoch: 224  >>> 
2023-09-21 13:53:43,768:	[Coach] >>> TEST  @Epoch: 224  >>> 
2023-09-21 13:53:48,483:	[Wall TIME] >>> ChiefCoach.train takes 4.715423 seconds ...
2023-09-21 13:53:53,287:	[Wall TIME] >>> ChiefCoach.valid takes 4.741059 seconds ...
2023-09-21 13:53:53,288:	[Coach] >>> Better ***NDCG@10*** of ***0.0589*** 
2023-09-21 13:53:53,308:	[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 6.79650
2023-09-21 13:53:53,308:	[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0235 || HITRATE@5 Avg: 0.0730 || HITRATE@10 Avg: 0.1051 || NDCG@5 Avg: 0.0486 || NDCG@10 Avg: 0.0589
2023-09-21 13:53:53,308:	[Coach] >>> TEST  @Epoch: 225  >>> 
2023-09-21 13:53:59,513:	[Wall TIME] >>> ChiefCoach.train takes 6.204406 seconds ...
2023-09-21 13:53:59,592:	[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 6.76496
2023-09-21 13:53:59,592:	[Coach] >>> VALID @Epoch: 226  >>> 
2023-09-21 13:53:59,592:	[Coach] >>> TEST  @Epoch: 226  >>> 
2023-09-21 13:54:05,720:	[Wall TIME] >>> ChiefCoach.train takes 6.127927 seconds ...
2023-09-21 13:54:05,786:	[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 6.75280
2023-09-21 13:54:05,786:	[Coach] >>> VALID @Epoch: 227  >>> 
2023-09-21 13:54:05,786:	[Coach] >>> TEST  @Epoch: 227  >>> 
2023-09-21 13:54:12,135:	[Wall TIME] >>> ChiefCoach.train takes 6.348665 seconds ...
2023-09-21 13:54:12,203:	[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 6.76203
2023-09-21 13:54:12,203:	[Coach] >>> VALID @Epoch: 228  >>> 
2023-09-21 13:54:12,203:	[Coach] >>> TEST  @Epoch: 228  >>> 
2023-09-21 13:54:18,416:	[Wall TIME] >>> ChiefCoach.train takes 6.212888 seconds ...
2023-09-21 13:54:18,498:	[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 6.76130
2023-09-21 13:54:18,498:	[Coach] >>> VALID @Epoch: 229  >>> 
2023-09-21 13:54:18,498:	[Coach] >>> TEST  @Epoch: 229  >>> 
2023-09-21 13:54:23,287:	[Wall TIME] >>> ChiefCoach.train takes 4.788793 seconds ...
2023-09-21 13:54:27,882:	[Wall TIME] >>> ChiefCoach.valid takes 4.515974 seconds ...
2023-09-21 13:54:27,882:	[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 6.76625
2023-09-21 13:54:27,883:	[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0238 || HITRATE@5 Avg: 0.0716 || HITRATE@10 Avg: 0.1036 || NDCG@5 Avg: 0.0482 || NDCG@10 Avg: 0.0584
2023-09-21 13:54:27,883:	[Coach] >>> TEST  @Epoch: 230  >>> 
2023-09-21 13:54:34,085:	[Wall TIME] >>> ChiefCoach.train takes 6.202681 seconds ...
2023-09-21 13:54:34,153:	[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 6.76707
2023-09-21 13:54:34,153:	[Coach] >>> VALID @Epoch: 231  >>> 
2023-09-21 13:54:34,153:	[Coach] >>> TEST  @Epoch: 231  >>> 
2023-09-21 13:54:40,432:	[Wall TIME] >>> ChiefCoach.train takes 6.278745 seconds ...
2023-09-21 13:54:40,513:	[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 6.77367
2023-09-21 13:54:40,514:	[Coach] >>> VALID @Epoch: 232  >>> 
2023-09-21 13:54:40,514:	[Coach] >>> TEST  @Epoch: 232  >>> 
2023-09-21 13:54:46,702:	[Wall TIME] >>> ChiefCoach.train takes 6.188618 seconds ...
2023-09-21 13:54:46,774:	[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 6.76022
2023-09-21 13:54:46,774:	[Coach] >>> VALID @Epoch: 233  >>> 
2023-09-21 13:54:46,774:	[Coach] >>> TEST  @Epoch: 233  >>> 
2023-09-21 13:54:52,997:	[Wall TIME] >>> ChiefCoach.train takes 6.222622 seconds ...
2023-09-21 13:54:53,062:	[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 6.75244
2023-09-21 13:54:53,062:	[Coach] >>> VALID @Epoch: 234  >>> 
2023-09-21 13:54:53,063:	[Coach] >>> TEST  @Epoch: 234  >>> 
2023-09-21 13:54:58,227:	[Wall TIME] >>> ChiefCoach.train takes 5.163957 seconds ...
2023-09-21 13:55:02,865:	[Wall TIME] >>> ChiefCoach.valid takes 4.574573 seconds ...
2023-09-21 13:55:02,865:	[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 6.75728
2023-09-21 13:55:02,866:	[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0234 || HITRATE@5 Avg: 0.0706 || HITRATE@10 Avg: 0.1048 || NDCG@5 Avg: 0.0474 || NDCG@10 Avg: 0.0584
2023-09-21 13:55:02,866:	[Coach] >>> TEST  @Epoch: 235  >>> 
2023-09-21 13:55:09,101:	[Wall TIME] >>> ChiefCoach.train takes 6.235094 seconds ...
2023-09-21 13:55:09,169:	[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 6.75177
2023-09-21 13:55:09,169:	[Coach] >>> VALID @Epoch: 236  >>> 
2023-09-21 13:55:09,169:	[Coach] >>> TEST  @Epoch: 236  >>> 
2023-09-21 13:55:15,365:	[Wall TIME] >>> ChiefCoach.train takes 6.195592 seconds ...
2023-09-21 13:55:15,430:	[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 6.73582
2023-09-21 13:55:15,431:	[Coach] >>> VALID @Epoch: 237  >>> 
2023-09-21 13:55:15,431:	[Coach] >>> TEST  @Epoch: 237  >>> 
2023-09-21 13:55:21,706:	[Wall TIME] >>> ChiefCoach.train takes 6.275422 seconds ...
2023-09-21 13:55:21,779:	[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 6.73172
2023-09-21 13:55:21,779:	[Coach] >>> VALID @Epoch: 238  >>> 
2023-09-21 13:55:21,779:	[Coach] >>> TEST  @Epoch: 238  >>> 
2023-09-21 13:55:27,974:	[Wall TIME] >>> ChiefCoach.train takes 6.194866 seconds ...
2023-09-21 13:55:28,090:	[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 6.74821
2023-09-21 13:55:28,090:	[Coach] >>> VALID @Epoch: 239  >>> 
2023-09-21 13:55:28,090:	[Coach] >>> TEST  @Epoch: 239  >>> 
2023-09-21 13:55:33,181:	[Wall TIME] >>> ChiefCoach.train takes 5.090922 seconds ...
2023-09-21 13:55:37,768:	[Wall TIME] >>> ChiefCoach.valid takes 4.517999 seconds ...
2023-09-21 13:55:37,769:	[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 6.74290
2023-09-21 13:55:37,769:	[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0235 || HITRATE@5 Avg: 0.0730 || HITRATE@10 Avg: 0.1041 || NDCG@5 Avg: 0.0486 || NDCG@10 Avg: 0.0586
2023-09-21 13:55:37,769:	[Coach] >>> TEST  @Epoch: 240  >>> 
2023-09-21 13:55:43,919:	[Wall TIME] >>> ChiefCoach.train takes 6.149848 seconds ...
2023-09-21 13:55:43,984:	[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 6.74607
2023-09-21 13:55:43,984:	[Coach] >>> VALID @Epoch: 241  >>> 
2023-09-21 13:55:43,984:	[Coach] >>> TEST  @Epoch: 241  >>> 
2023-09-21 13:55:50,143:	[Wall TIME] >>> ChiefCoach.train takes 6.158973 seconds ...
2023-09-21 13:55:50,218:	[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 6.73600
2023-09-21 13:55:50,218:	[Coach] >>> VALID @Epoch: 242  >>> 
2023-09-21 13:55:50,218:	[Coach] >>> TEST  @Epoch: 242  >>> 
2023-09-21 13:55:56,499:	[Wall TIME] >>> ChiefCoach.train takes 6.280261 seconds ...
2023-09-21 13:55:56,568:	[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 6.73677
2023-09-21 13:55:56,568:	[Coach] >>> VALID @Epoch: 243  >>> 
2023-09-21 13:55:56,568:	[Coach] >>> TEST  @Epoch: 243  >>> 
2023-09-21 13:56:02,950:	[Wall TIME] >>> ChiefCoach.train takes 6.381559 seconds ...
2023-09-21 13:56:03,027:	[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 6.72203
2023-09-21 13:56:03,027:	[Coach] >>> VALID @Epoch: 244  >>> 
2023-09-21 13:56:03,027:	[Coach] >>> TEST  @Epoch: 244  >>> 
2023-09-21 13:56:08,266:	[Wall TIME] >>> ChiefCoach.train takes 5.238809 seconds ...
2023-09-21 13:56:13,061:	[Wall TIME] >>> ChiefCoach.valid takes 4.714694 seconds ...
2023-09-21 13:56:13,061:	[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 6.71583
2023-09-21 13:56:13,061:	[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0245 || HITRATE@5 Avg: 0.0716 || HITRATE@10 Avg: 0.1039 || NDCG@5 Avg: 0.0484 || NDCG@10 Avg: 0.0587
2023-09-21 13:56:13,061:	[Coach] >>> TEST  @Epoch: 245  >>> 
2023-09-21 13:56:19,173:	[Wall TIME] >>> ChiefCoach.train takes 6.111494 seconds ...
2023-09-21 13:56:19,246:	[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 6.73175
2023-09-21 13:56:19,247:	[Coach] >>> VALID @Epoch: 246  >>> 
2023-09-21 13:56:19,247:	[Coach] >>> TEST  @Epoch: 246  >>> 
2023-09-21 13:56:25,431:	[Wall TIME] >>> ChiefCoach.train takes 6.184672 seconds ...
2023-09-21 13:56:25,499:	[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 6.73960
2023-09-21 13:56:25,499:	[Coach] >>> VALID @Epoch: 247  >>> 
2023-09-21 13:56:25,499:	[Coach] >>> TEST  @Epoch: 247  >>> 
2023-09-21 13:56:31,866:	[Wall TIME] >>> ChiefCoach.train takes 6.366712 seconds ...
2023-09-21 13:56:31,933:	[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 6.71214
2023-09-21 13:56:31,933:	[Coach] >>> VALID @Epoch: 248  >>> 
2023-09-21 13:56:31,933:	[Coach] >>> TEST  @Epoch: 248  >>> 
2023-09-21 13:56:38,193:	[Wall TIME] >>> ChiefCoach.train takes 6.260132 seconds ...
2023-09-21 13:56:38,266:	[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 6.73984
2023-09-21 13:56:38,266:	[Coach] >>> VALID @Epoch: 249  >>> 
2023-09-21 13:56:38,267:	[Coach] >>> TEST  @Epoch: 249  >>> 
2023-09-21 13:56:43,268:	[Wall TIME] >>> ChiefCoach.train takes 5.000909 seconds ...
2023-09-21 13:56:47,822:	[Wall TIME] >>> ChiefCoach.valid takes 4.490205 seconds ...
2023-09-21 13:56:47,823:	[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 6.72458
2023-09-21 13:56:47,823:	[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0223 || HITRATE@5 Avg: 0.0719 || HITRATE@10 Avg: 0.1037 || NDCG@5 Avg: 0.0476 || NDCG@10 Avg: 0.0578
2023-09-21 13:56:47,823:	[Coach] >>> TEST  @Epoch: 250  >>> 
2023-09-21 13:56:54,137:	[Wall TIME] >>> ChiefCoach.train takes 6.313897 seconds ...
2023-09-21 13:56:54,207:	[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 6.71703
2023-09-21 13:56:54,208:	[Coach] >>> VALID @Epoch: 251  >>> 
2023-09-21 13:56:54,208:	[Coach] >>> TEST  @Epoch: 251  >>> 
2023-09-21 13:57:00,476:	[Wall TIME] >>> ChiefCoach.train takes 6.268159 seconds ...
2023-09-21 13:57:00,543:	[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 6.73196
2023-09-21 13:57:00,543:	[Coach] >>> VALID @Epoch: 252  >>> 
2023-09-21 13:57:00,543:	[Coach] >>> TEST  @Epoch: 252  >>> 
2023-09-21 13:57:06,845:	[Wall TIME] >>> ChiefCoach.train takes 6.301797 seconds ...
2023-09-21 13:57:06,910:	[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 6.72280
2023-09-21 13:57:06,911:	[Coach] >>> VALID @Epoch: 253  >>> 
2023-09-21 13:57:06,911:	[Coach] >>> TEST  @Epoch: 253  >>> 
2023-09-21 13:57:13,115:	[Wall TIME] >>> ChiefCoach.train takes 6.204052 seconds ...
2023-09-21 13:57:13,180:	[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 6.71688
2023-09-21 13:57:13,180:	[Coach] >>> VALID @Epoch: 254  >>> 
2023-09-21 13:57:13,180:	[Coach] >>> TEST  @Epoch: 254  >>> 
2023-09-21 13:57:18,419:	[Wall TIME] >>> ChiefCoach.train takes 5.239246 seconds ...
2023-09-21 13:57:23,776:	[Wall TIME] >>> ChiefCoach.valid takes 5.103775 seconds ...
2023-09-21 13:57:23,776:	[Coach] >>> Better ***NDCG@10*** of ***0.0597*** 
2023-09-21 13:57:23,794:	[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 6.71229
2023-09-21 13:57:23,794:	[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0248 || HITRATE@5 Avg: 0.0741 || HITRATE@10 Avg: 0.1045 || NDCG@5 Avg: 0.0499 || NDCG@10 Avg: 0.0597
2023-09-21 13:57:23,794:	[Coach] >>> TEST  @Epoch: 255  >>> 
2023-09-21 13:57:29,997:	[Wall TIME] >>> ChiefCoach.train takes 6.202832 seconds ...
2023-09-21 13:57:30,072:	[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 6.71121
2023-09-21 13:57:30,072:	[Coach] >>> VALID @Epoch: 256  >>> 
2023-09-21 13:57:30,072:	[Coach] >>> TEST  @Epoch: 256  >>> 
2023-09-21 13:57:36,389:	[Wall TIME] >>> ChiefCoach.train takes 6.317307 seconds ...
2023-09-21 13:57:36,454:	[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 6.69965
2023-09-21 13:57:36,454:	[Coach] >>> VALID @Epoch: 257  >>> 
2023-09-21 13:57:36,454:	[Coach] >>> TEST  @Epoch: 257  >>> 
2023-09-21 13:57:42,553:	[Wall TIME] >>> ChiefCoach.train takes 6.098817 seconds ...
2023-09-21 13:57:42,624:	[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 6.71651
2023-09-21 13:57:42,624:	[Coach] >>> VALID @Epoch: 258  >>> 
2023-09-21 13:57:42,624:	[Coach] >>> TEST  @Epoch: 258  >>> 
2023-09-21 13:57:48,821:	[Wall TIME] >>> ChiefCoach.train takes 6.196371 seconds ...
2023-09-21 13:57:48,883:	[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 6.70588
2023-09-21 13:57:48,884:	[Coach] >>> VALID @Epoch: 259  >>> 
2023-09-21 13:57:48,884:	[Coach] >>> TEST  @Epoch: 259  >>> 
2023-09-21 13:57:53,491:	[Wall TIME] >>> ChiefCoach.train takes 4.607540 seconds ...
2023-09-21 13:57:58,534:	[Wall TIME] >>> ChiefCoach.valid takes 4.948246 seconds ...
2023-09-21 13:57:58,535:	[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 6.67743
2023-09-21 13:57:58,535:	[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0254 || HITRATE@5 Avg: 0.0733 || HITRATE@10 Avg: 0.1029 || NDCG@5 Avg: 0.0497 || NDCG@10 Avg: 0.0593
2023-09-21 13:57:58,535:	[Coach] >>> TEST  @Epoch: 260  >>> 
2023-09-21 13:58:04,689:	[Wall TIME] >>> ChiefCoach.train takes 6.154016 seconds ...
2023-09-21 13:58:04,768:	[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 6.70789
2023-09-21 13:58:04,768:	[Coach] >>> VALID @Epoch: 261  >>> 
2023-09-21 13:58:04,768:	[Coach] >>> TEST  @Epoch: 261  >>> 
2023-09-21 13:58:10,972:	[Wall TIME] >>> ChiefCoach.train takes 6.203686 seconds ...
2023-09-21 13:58:11,041:	[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 6.70072
2023-09-21 13:58:11,041:	[Coach] >>> VALID @Epoch: 262  >>> 
2023-09-21 13:58:11,041:	[Coach] >>> TEST  @Epoch: 262  >>> 
2023-09-21 13:58:17,431:	[Wall TIME] >>> ChiefCoach.train takes 6.390039 seconds ...
2023-09-21 13:58:17,494:	[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 6.70690
2023-09-21 13:58:17,494:	[Coach] >>> VALID @Epoch: 263  >>> 
2023-09-21 13:58:17,494:	[Coach] >>> TEST  @Epoch: 263  >>> 
2023-09-21 13:58:23,651:	[Wall TIME] >>> ChiefCoach.train takes 6.156752 seconds ...
2023-09-21 13:58:23,721:	[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 6.69668
2023-09-21 13:58:23,721:	[Coach] >>> VALID @Epoch: 264  >>> 
2023-09-21 13:58:23,721:	[Coach] >>> TEST  @Epoch: 264  >>> 
2023-09-21 13:58:28,577:	[Wall TIME] >>> ChiefCoach.train takes 4.855878 seconds ...
2023-09-21 13:58:33,691:	[Wall TIME] >>> ChiefCoach.valid takes 5.047104 seconds ...
2023-09-21 13:58:33,692:	[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 6.69414
2023-09-21 13:58:33,692:	[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0235 || HITRATE@5 Avg: 0.0722 || HITRATE@10 Avg: 0.1027 || NDCG@5 Avg: 0.0483 || NDCG@10 Avg: 0.0581
2023-09-21 13:58:33,692:	[Coach] >>> TEST  @Epoch: 265  >>> 
2023-09-21 13:58:39,817:	[Wall TIME] >>> ChiefCoach.train takes 6.125178 seconds ...
2023-09-21 13:58:39,891:	[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 6.68868
2023-09-21 13:58:39,892:	[Coach] >>> VALID @Epoch: 266  >>> 
2023-09-21 13:58:39,892:	[Coach] >>> TEST  @Epoch: 266  >>> 
2023-09-21 13:58:46,062:	[Wall TIME] >>> ChiefCoach.train takes 6.170052 seconds ...
2023-09-21 13:58:46,125:	[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 6.68402
2023-09-21 13:58:46,125:	[Coach] >>> VALID @Epoch: 267  >>> 
2023-09-21 13:58:46,125:	[Coach] >>> TEST  @Epoch: 267  >>> 
2023-09-21 13:58:52,209:	[Wall TIME] >>> ChiefCoach.train takes 6.083665 seconds ...
2023-09-21 13:58:52,277:	[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 6.67195
2023-09-21 13:58:52,277:	[Coach] >>> VALID @Epoch: 268  >>> 
2023-09-21 13:58:52,277:	[Coach] >>> TEST  @Epoch: 268  >>> 
2023-09-21 13:58:58,560:	[Wall TIME] >>> ChiefCoach.train takes 6.282372 seconds ...
2023-09-21 13:58:58,636:	[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 6.67246
2023-09-21 13:58:58,636:	[Coach] >>> VALID @Epoch: 269  >>> 
2023-09-21 13:58:58,636:	[Coach] >>> TEST  @Epoch: 269  >>> 
2023-09-21 13:59:03,467:	[Wall TIME] >>> ChiefCoach.train takes 4.831126 seconds ...
2023-09-21 13:59:08,824:	[Wall TIME] >>> ChiefCoach.valid takes 5.288510 seconds ...
2023-09-21 13:59:08,825:	[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 6.68866
2023-09-21 13:59:08,825:	[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0243 || HITRATE@5 Avg: 0.0728 || HITRATE@10 Avg: 0.1053 || NDCG@5 Avg: 0.0491 || NDCG@10 Avg: 0.0595
2023-09-21 13:59:08,825:	[Coach] >>> TEST  @Epoch: 270  >>> 
2023-09-21 13:59:14,943:	[Wall TIME] >>> ChiefCoach.train takes 6.118369 seconds ...
2023-09-21 13:59:15,009:	[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 6.66164
2023-09-21 13:59:15,009:	[Coach] >>> VALID @Epoch: 271  >>> 
2023-09-21 13:59:15,009:	[Coach] >>> TEST  @Epoch: 271  >>> 
2023-09-21 13:59:21,272:	[Wall TIME] >>> ChiefCoach.train takes 6.262357 seconds ...
2023-09-21 13:59:21,339:	[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 6.69232
2023-09-21 13:59:21,339:	[Coach] >>> VALID @Epoch: 272  >>> 
2023-09-21 13:59:21,339:	[Coach] >>> TEST  @Epoch: 272  >>> 
2023-09-21 13:59:27,457:	[Wall TIME] >>> ChiefCoach.train takes 6.117357 seconds ...
2023-09-21 13:59:27,520:	[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 6.67701
2023-09-21 13:59:27,520:	[Coach] >>> VALID @Epoch: 273  >>> 
2023-09-21 13:59:27,520:	[Coach] >>> TEST  @Epoch: 273  >>> 
2023-09-21 13:59:33,760:	[Wall TIME] >>> ChiefCoach.train takes 6.239857 seconds ...
2023-09-21 13:59:33,823:	[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 6.67275
2023-09-21 13:59:33,823:	[Coach] >>> VALID @Epoch: 274  >>> 
2023-09-21 13:59:33,823:	[Coach] >>> TEST  @Epoch: 274  >>> 
2023-09-21 13:59:38,547:	[Wall TIME] >>> ChiefCoach.train takes 4.723979 seconds ...
2023-09-21 13:59:43,610:	[Wall TIME] >>> ChiefCoach.valid takes 4.996959 seconds ...
2023-09-21 13:59:43,610:	[Coach] >>> Better ***NDCG@10*** of ***0.0599*** 
2023-09-21 13:59:43,629:	[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 6.65365
2023-09-21 13:59:43,629:	[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0258 || HITRATE@5 Avg: 0.0739 || HITRATE@10 Avg: 0.1048 || NDCG@5 Avg: 0.0499 || NDCG@10 Avg: 0.0599
2023-09-21 13:59:43,629:	[Coach] >>> TEST  @Epoch: 275  >>> 
2023-09-21 13:59:49,897:	[Wall TIME] >>> ChiefCoach.train takes 6.268149 seconds ...
2023-09-21 13:59:49,965:	[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 6.65819
2023-09-21 13:59:49,965:	[Coach] >>> VALID @Epoch: 276  >>> 
2023-09-21 13:59:49,965:	[Coach] >>> TEST  @Epoch: 276  >>> 
2023-09-21 13:59:56,274:	[Wall TIME] >>> ChiefCoach.train takes 6.308940 seconds ...
2023-09-21 13:59:56,342:	[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 6.66877
2023-09-21 13:59:56,342:	[Coach] >>> VALID @Epoch: 277  >>> 
2023-09-21 13:59:56,343:	[Coach] >>> TEST  @Epoch: 277  >>> 
2023-09-21 14:00:02,541:	[Wall TIME] >>> ChiefCoach.train takes 6.198132 seconds ...
2023-09-21 14:00:02,649:	[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 6.66838
2023-09-21 14:00:02,649:	[Coach] >>> VALID @Epoch: 278  >>> 
2023-09-21 14:00:02,649:	[Coach] >>> TEST  @Epoch: 278  >>> 
2023-09-21 14:00:09,150:	[Wall TIME] >>> ChiefCoach.train takes 6.500396 seconds ...
2023-09-21 14:00:09,213:	[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 6.66458
2023-09-21 14:00:09,214:	[Coach] >>> VALID @Epoch: 279  >>> 
2023-09-21 14:00:09,214:	[Coach] >>> TEST  @Epoch: 279  >>> 
2023-09-21 14:00:13,702:	[Wall TIME] >>> ChiefCoach.train takes 4.488131 seconds ...
2023-09-21 14:00:18,859:	[Wall TIME] >>> ChiefCoach.valid takes 5.089674 seconds ...
2023-09-21 14:00:18,860:	[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 6.68319
2023-09-21 14:00:18,860:	[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0246 || HITRATE@5 Avg: 0.0734 || HITRATE@10 Avg: 0.1059 || NDCG@5 Avg: 0.0492 || NDCG@10 Avg: 0.0596
2023-09-21 14:00:18,860:	[Coach] >>> TEST  @Epoch: 280  >>> 
2023-09-21 14:00:24,956:	[Wall TIME] >>> ChiefCoach.train takes 6.095236 seconds ...
2023-09-21 14:00:25,037:	[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 6.64868
2023-09-21 14:00:25,037:	[Coach] >>> VALID @Epoch: 281  >>> 
2023-09-21 14:00:25,037:	[Coach] >>> TEST  @Epoch: 281  >>> 
2023-09-21 14:00:31,256:	[Wall TIME] >>> ChiefCoach.train takes 6.218513 seconds ...
2023-09-21 14:00:31,332:	[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 6.66014
2023-09-21 14:00:31,332:	[Coach] >>> VALID @Epoch: 282  >>> 
2023-09-21 14:00:31,332:	[Coach] >>> TEST  @Epoch: 282  >>> 
2023-09-21 14:00:37,544:	[Wall TIME] >>> ChiefCoach.train takes 6.211777 seconds ...
2023-09-21 14:00:37,607:	[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 6.69606
2023-09-21 14:00:37,607:	[Coach] >>> VALID @Epoch: 283  >>> 
2023-09-21 14:00:37,607:	[Coach] >>> TEST  @Epoch: 283  >>> 
2023-09-21 14:00:43,901:	[Wall TIME] >>> ChiefCoach.train takes 6.293747 seconds ...
2023-09-21 14:00:43,969:	[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 6.66973
2023-09-21 14:00:43,969:	[Coach] >>> VALID @Epoch: 284  >>> 
2023-09-21 14:00:43,969:	[Coach] >>> TEST  @Epoch: 284  >>> 
2023-09-21 14:00:48,609:	[Wall TIME] >>> ChiefCoach.train takes 4.640021 seconds ...
2023-09-21 14:00:53,578:	[Wall TIME] >>> ChiefCoach.valid takes 4.905521 seconds ...
2023-09-21 14:00:53,578:	[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 6.65659
2023-09-21 14:00:53,578:	[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0241 || HITRATE@5 Avg: 0.0716 || HITRATE@10 Avg: 0.1043 || NDCG@5 Avg: 0.0483 || NDCG@10 Avg: 0.0588
2023-09-21 14:00:53,579:	[Coach] >>> TEST  @Epoch: 285  >>> 
2023-09-21 14:00:59,796:	[Wall TIME] >>> ChiefCoach.train takes 6.217486 seconds ...
2023-09-21 14:00:59,866:	[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 6.63021
2023-09-21 14:00:59,866:	[Coach] >>> VALID @Epoch: 286  >>> 
2023-09-21 14:00:59,866:	[Coach] >>> TEST  @Epoch: 286  >>> 
2023-09-21 14:01:06,134:	[Wall TIME] >>> ChiefCoach.train takes 6.267425 seconds ...
2023-09-21 14:01:06,200:	[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 6.66019
2023-09-21 14:01:06,200:	[Coach] >>> VALID @Epoch: 287  >>> 
2023-09-21 14:01:06,200:	[Coach] >>> TEST  @Epoch: 287  >>> 
2023-09-21 14:01:12,351:	[Wall TIME] >>> ChiefCoach.train takes 6.150609 seconds ...
2023-09-21 14:01:12,439:	[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 6.64703
2023-09-21 14:01:12,439:	[Coach] >>> VALID @Epoch: 288  >>> 
2023-09-21 14:01:12,439:	[Coach] >>> TEST  @Epoch: 288  >>> 
2023-09-21 14:01:18,760:	[Wall TIME] >>> ChiefCoach.train takes 6.321243 seconds ...
2023-09-21 14:01:18,826:	[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 6.66888
2023-09-21 14:01:18,826:	[Coach] >>> VALID @Epoch: 289  >>> 
2023-09-21 14:01:18,826:	[Coach] >>> TEST  @Epoch: 289  >>> 
2023-09-21 14:01:23,591:	[Wall TIME] >>> ChiefCoach.train takes 4.764771 seconds ...
2023-09-21 14:01:28,536:	[Wall TIME] >>> ChiefCoach.valid takes 4.882380 seconds ...
2023-09-21 14:01:28,537:	[Coach] >>> Better ***NDCG@10*** of ***0.0601*** 
2023-09-21 14:01:28,560:	[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 6.66890
2023-09-21 14:01:28,560:	[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0249 || HITRATE@5 Avg: 0.0745 || HITRATE@10 Avg: 0.1064 || NDCG@5 Avg: 0.0498 || NDCG@10 Avg: 0.0601
2023-09-21 14:01:28,560:	[Coach] >>> TEST  @Epoch: 290  >>> 
2023-09-21 14:01:34,634:	[Wall TIME] >>> ChiefCoach.train takes 6.073186 seconds ...
2023-09-21 14:01:34,702:	[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 6.64397
2023-09-21 14:01:34,702:	[Coach] >>> VALID @Epoch: 291  >>> 
2023-09-21 14:01:34,703:	[Coach] >>> TEST  @Epoch: 291  >>> 
2023-09-21 14:01:40,859:	[Wall TIME] >>> ChiefCoach.train takes 6.156529 seconds ...
2023-09-21 14:01:40,925:	[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 6.63412
2023-09-21 14:01:40,925:	[Coach] >>> VALID @Epoch: 292  >>> 
2023-09-21 14:01:40,926:	[Coach] >>> TEST  @Epoch: 292  >>> 
2023-09-21 14:01:47,301:	[Wall TIME] >>> ChiefCoach.train takes 6.375104 seconds ...
2023-09-21 14:01:47,367:	[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 6.65667
2023-09-21 14:01:47,367:	[Coach] >>> VALID @Epoch: 293  >>> 
2023-09-21 14:01:47,367:	[Coach] >>> TEST  @Epoch: 293  >>> 
2023-09-21 14:01:53,545:	[Wall TIME] >>> ChiefCoach.train takes 6.177464 seconds ...
2023-09-21 14:01:53,621:	[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 6.63956
2023-09-21 14:01:53,621:	[Coach] >>> VALID @Epoch: 294  >>> 
2023-09-21 14:01:53,622:	[Coach] >>> TEST  @Epoch: 294  >>> 
2023-09-21 14:01:58,726:	[Wall TIME] >>> ChiefCoach.train takes 5.103873 seconds ...
2023-09-21 14:02:03,553:	[Wall TIME] >>> ChiefCoach.valid takes 4.757969 seconds ...
2023-09-21 14:02:03,554:	[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 6.63091
2023-09-21 14:02:03,554:	[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0246 || HITRATE@5 Avg: 0.0726 || HITRATE@10 Avg: 0.1050 || NDCG@5 Avg: 0.0490 || NDCG@10 Avg: 0.0594
2023-09-21 14:02:03,554:	[Coach] >>> TEST  @Epoch: 295  >>> 
2023-09-21 14:02:09,778:	[Wall TIME] >>> ChiefCoach.train takes 6.224113 seconds ...
2023-09-21 14:02:09,841:	[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 6.64105
2023-09-21 14:02:09,841:	[Coach] >>> VALID @Epoch: 296  >>> 
2023-09-21 14:02:09,841:	[Coach] >>> TEST  @Epoch: 296  >>> 
2023-09-21 14:02:16,073:	[Wall TIME] >>> ChiefCoach.train takes 6.231328 seconds ...
2023-09-21 14:02:16,139:	[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 6.65751
2023-09-21 14:02:16,139:	[Coach] >>> VALID @Epoch: 297  >>> 
2023-09-21 14:02:16,139:	[Coach] >>> TEST  @Epoch: 297  >>> 
2023-09-21 14:02:22,264:	[Wall TIME] >>> ChiefCoach.train takes 6.124776 seconds ...
2023-09-21 14:02:22,327:	[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 6.66085
2023-09-21 14:02:22,327:	[Coach] >>> VALID @Epoch: 298  >>> 
2023-09-21 14:02:22,327:	[Coach] >>> TEST  @Epoch: 298  >>> 
2023-09-21 14:02:28,494:	[Wall TIME] >>> ChiefCoach.train takes 6.166641 seconds ...
2023-09-21 14:02:28,560:	[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 6.65301
2023-09-21 14:02:28,561:	[Coach] >>> VALID @Epoch: 299  >>> 
2023-09-21 14:02:28,561:	[Coach] >>> TEST  @Epoch: 299  >>> 
2023-09-21 14:02:33,637:	[Wall TIME] >>> ChiefCoach.train takes 5.076327 seconds ...
2023-09-21 14:02:38,967:	[Wall TIME] >>> ChiefCoach.valid takes 5.263062 seconds ...
2023-09-21 14:02:38,968:	[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 6.63681
2023-09-21 14:02:38,968:	[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0245 || HITRATE@5 Avg: 0.0715 || HITRATE@10 Avg: 0.1029 || NDCG@5 Avg: 0.0485 || NDCG@10 Avg: 0.0586
2023-09-21 14:02:38,968:	[Coach] >>> TEST  @Epoch: 300  >>> 
2023-09-21 14:02:45,317:	[Wall TIME] >>> ChiefCoach.train takes 6.348779 seconds ...
2023-09-21 14:02:45,380:	[Coach] >>> TRAIN @Epoch: 301  >>>  || LOSS Avg: 6.62851
2023-09-21 14:02:45,380:	[Coach] >>> VALID @Epoch: 301  >>> 
2023-09-21 14:02:45,380:	[Coach] >>> TEST  @Epoch: 301  >>> 
2023-09-21 14:02:51,564:	[Wall TIME] >>> ChiefCoach.train takes 6.183285 seconds ...
2023-09-21 14:02:51,631:	[Coach] >>> TRAIN @Epoch: 302  >>>  || LOSS Avg: 6.66116
2023-09-21 14:02:51,631:	[Coach] >>> VALID @Epoch: 302  >>> 
2023-09-21 14:02:51,632:	[Coach] >>> TEST  @Epoch: 302  >>> 
2023-09-21 14:02:57,905:	[Wall TIME] >>> ChiefCoach.train takes 6.273636 seconds ...
2023-09-21 14:02:57,971:	[Coach] >>> TRAIN @Epoch: 303  >>>  || LOSS Avg: 6.64619
2023-09-21 14:02:57,971:	[Coach] >>> VALID @Epoch: 303  >>> 
2023-09-21 14:02:57,971:	[Coach] >>> TEST  @Epoch: 303  >>> 
2023-09-21 14:03:04,179:	[Wall TIME] >>> ChiefCoach.train takes 6.207879 seconds ...
2023-09-21 14:03:04,244:	[Coach] >>> TRAIN @Epoch: 304  >>>  || LOSS Avg: 6.64768
2023-09-21 14:03:04,244:	[Coach] >>> VALID @Epoch: 304  >>> 
2023-09-21 14:03:04,244:	[Coach] >>> TEST  @Epoch: 304  >>> 
2023-09-21 14:03:08,897:	[Wall TIME] >>> ChiefCoach.train takes 4.652478 seconds ...
2023-09-21 14:03:14,748:	[Wall TIME] >>> ChiefCoach.valid takes 5.545114 seconds ...
2023-09-21 14:03:14,749:	[Coach] >>> TRAIN @Epoch: 305  >>>  || LOSS Avg: 6.64560
2023-09-21 14:03:14,749:	[Coach] >>> VALID @Epoch: 305  >>>  || HITRATE@1 Avg: 0.0247 || HITRATE@5 Avg: 0.0740 || HITRATE@10 Avg: 0.1055 || NDCG@5 Avg: 0.0495 || NDCG@10 Avg: 0.0596
2023-09-21 14:03:14,749:	[Coach] >>> TEST  @Epoch: 305  >>> 
2023-09-21 14:03:20,997:	[Wall TIME] >>> ChiefCoach.train takes 6.248265 seconds ...
2023-09-21 14:03:21,072:	[Coach] >>> TRAIN @Epoch: 306  >>>  || LOSS Avg: 6.64162
2023-09-21 14:03:21,072:	[Coach] >>> VALID @Epoch: 306  >>> 
2023-09-21 14:03:21,072:	[Coach] >>> TEST  @Epoch: 306  >>> 
2023-09-21 14:03:27,462:	[Wall TIME] >>> ChiefCoach.train takes 6.389448 seconds ...
2023-09-21 14:03:27,526:	[Coach] >>> TRAIN @Epoch: 307  >>>  || LOSS Avg: 6.62610
2023-09-21 14:03:27,526:	[Coach] >>> VALID @Epoch: 307  >>> 
2023-09-21 14:03:27,526:	[Coach] >>> TEST  @Epoch: 307  >>> 
2023-09-21 14:03:33,702:	[Wall TIME] >>> ChiefCoach.train takes 6.175975 seconds ...
2023-09-21 14:03:33,770:	[Coach] >>> TRAIN @Epoch: 308  >>>  || LOSS Avg: 6.63324
2023-09-21 14:03:33,770:	[Coach] >>> VALID @Epoch: 308  >>> 
2023-09-21 14:03:33,770:	[Coach] >>> TEST  @Epoch: 308  >>> 
2023-09-21 14:03:40,141:	[Wall TIME] >>> ChiefCoach.train takes 6.371117 seconds ...
2023-09-21 14:03:40,206:	[Coach] >>> TRAIN @Epoch: 309  >>>  || LOSS Avg: 6.61162
2023-09-21 14:03:40,206:	[Coach] >>> VALID @Epoch: 309  >>> 
2023-09-21 14:03:40,207:	[Coach] >>> TEST  @Epoch: 309  >>> 
2023-09-21 14:03:44,822:	[Wall TIME] >>> ChiefCoach.train takes 4.614929 seconds ...
2023-09-21 14:03:50,331:	[Wall TIME] >>> ChiefCoach.valid takes 5.435840 seconds ...
2023-09-21 14:03:50,331:	[Coach] >>> TRAIN @Epoch: 310  >>>  || LOSS Avg: 6.61181
2023-09-21 14:03:50,331:	[Coach] >>> VALID @Epoch: 310  >>>  || HITRATE@1 Avg: 0.0255 || HITRATE@5 Avg: 0.0726 || HITRATE@10 Avg: 0.1052 || NDCG@5 Avg: 0.0494 || NDCG@10 Avg: 0.0599
2023-09-21 14:03:50,331:	[Coach] >>> TEST  @Epoch: 310  >>> 
2023-09-21 14:03:57,076:	[Wall TIME] >>> ChiefCoach.train takes 6.744181 seconds ...
2023-09-21 14:03:57,297:	[Coach] >>> TRAIN @Epoch: 311  >>>  || LOSS Avg: 6.62436
2023-09-21 14:03:57,297:	[Coach] >>> VALID @Epoch: 311  >>> 
2023-09-21 14:03:57,297:	[Coach] >>> TEST  @Epoch: 311  >>> 
2023-09-21 14:04:03,868:	[Wall TIME] >>> ChiefCoach.train takes 6.570556 seconds ...
2023-09-21 14:04:03,933:	[Coach] >>> TRAIN @Epoch: 312  >>>  || LOSS Avg: 6.60242
2023-09-21 14:04:03,933:	[Coach] >>> VALID @Epoch: 312  >>> 
2023-09-21 14:04:03,933:	[Coach] >>> TEST  @Epoch: 312  >>> 
2023-09-21 14:04:10,314:	[Wall TIME] >>> ChiefCoach.train takes 6.380553 seconds ...
2023-09-21 14:04:10,381:	[Coach] >>> TRAIN @Epoch: 313  >>>  || LOSS Avg: 6.64222
2023-09-21 14:04:10,381:	[Coach] >>> VALID @Epoch: 313  >>> 
2023-09-21 14:04:10,381:	[Coach] >>> TEST  @Epoch: 313  >>> 
2023-09-21 14:04:16,977:	[Wall TIME] >>> ChiefCoach.train takes 6.595809 seconds ...
2023-09-21 14:04:17,076:	[Coach] >>> TRAIN @Epoch: 314  >>>  || LOSS Avg: 6.60624
2023-09-21 14:04:17,076:	[Coach] >>> VALID @Epoch: 314  >>> 
2023-09-21 14:04:17,076:	[Coach] >>> TEST  @Epoch: 314  >>> 
2023-09-21 14:04:21,661:	[Wall TIME] >>> ChiefCoach.train takes 4.584132 seconds ...
2023-09-21 14:04:26,912:	[Wall TIME] >>> ChiefCoach.valid takes 5.170900 seconds ...
2023-09-21 14:04:26,913:	[Coach] >>> TRAIN @Epoch: 315  >>>  || LOSS Avg: 6.61438
2023-09-21 14:04:26,913:	[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0254 || HITRATE@5 Avg: 0.0732 || HITRATE@10 Avg: 0.1044 || NDCG@5 Avg: 0.0495 || NDCG@10 Avg: 0.0596
2023-09-21 14:04:26,913:	[Coach] >>> TEST  @Epoch: 315  >>> 
2023-09-21 14:04:33,551:	[Wall TIME] >>> ChiefCoach.train takes 6.637298 seconds ...
2023-09-21 14:04:33,756:	[Coach] >>> TRAIN @Epoch: 316  >>>  || LOSS Avg: 6.61481
2023-09-21 14:04:33,756:	[Coach] >>> VALID @Epoch: 316  >>> 
2023-09-21 14:04:33,756:	[Coach] >>> TEST  @Epoch: 316  >>> 
2023-09-21 14:04:40,078:	[Wall TIME] >>> ChiefCoach.train takes 6.321481 seconds ...
2023-09-21 14:04:40,147:	[Coach] >>> TRAIN @Epoch: 317  >>>  || LOSS Avg: 6.61446
2023-09-21 14:04:40,148:	[Coach] >>> VALID @Epoch: 317  >>> 
2023-09-21 14:04:40,148:	[Coach] >>> TEST  @Epoch: 317  >>> 
2023-09-21 14:04:46,618:	[Wall TIME] >>> ChiefCoach.train takes 6.469915 seconds ...
2023-09-21 14:04:46,709:	[Coach] >>> TRAIN @Epoch: 318  >>>  || LOSS Avg: 6.61167
2023-09-21 14:04:46,709:	[Coach] >>> VALID @Epoch: 318  >>> 
2023-09-21 14:04:46,710:	[Coach] >>> TEST  @Epoch: 318  >>> 
2023-09-21 14:04:53,079:	[Wall TIME] >>> ChiefCoach.train takes 6.369484 seconds ...
2023-09-21 14:04:53,144:	[Coach] >>> TRAIN @Epoch: 319  >>>  || LOSS Avg: 6.60063
2023-09-21 14:04:53,144:	[Coach] >>> VALID @Epoch: 319  >>> 
2023-09-21 14:04:53,144:	[Coach] >>> TEST  @Epoch: 319  >>> 
2023-09-21 14:04:57,742:	[Wall TIME] >>> ChiefCoach.train takes 4.597466 seconds ...
2023-09-21 14:05:03,272:	[Wall TIME] >>> ChiefCoach.valid takes 5.442387 seconds ...
2023-09-21 14:05:03,272:	[Coach] >>> TRAIN @Epoch: 320  >>>  || LOSS Avg: 6.61602
2023-09-21 14:05:03,273:	[Coach] >>> VALID @Epoch: 320  >>>  || HITRATE@1 Avg: 0.0248 || HITRATE@5 Avg: 0.0729 || HITRATE@10 Avg: 0.1058 || NDCG@5 Avg: 0.0494 || NDCG@10 Avg: 0.0600
2023-09-21 14:05:03,273:	[Coach] >>> TEST  @Epoch: 320  >>> 
2023-09-21 14:05:09,771:	[Wall TIME] >>> ChiefCoach.train takes 6.498061 seconds ...
2023-09-21 14:05:09,853:	[Coach] >>> TRAIN @Epoch: 321  >>>  || LOSS Avg: 6.64698
2023-09-21 14:05:09,853:	[Coach] >>> VALID @Epoch: 321  >>> 
2023-09-21 14:05:09,853:	[Coach] >>> TEST  @Epoch: 321  >>> 
2023-09-21 14:05:16,373:	[Wall TIME] >>> ChiefCoach.train takes 6.520212 seconds ...
2023-09-21 14:05:16,457:	[Coach] >>> TRAIN @Epoch: 322  >>>  || LOSS Avg: 6.58848
2023-09-21 14:05:16,458:	[Coach] >>> VALID @Epoch: 322  >>> 
2023-09-21 14:05:16,458:	[Coach] >>> TEST  @Epoch: 322  >>> 
2023-09-21 14:05:22,828:	[Wall TIME] >>> ChiefCoach.train takes 6.369853 seconds ...
2023-09-21 14:05:22,896:	[Coach] >>> TRAIN @Epoch: 323  >>>  || LOSS Avg: 6.60087
2023-09-21 14:05:22,896:	[Coach] >>> VALID @Epoch: 323  >>> 
2023-09-21 14:05:22,896:	[Coach] >>> TEST  @Epoch: 323  >>> 
2023-09-21 14:05:29,126:	[Wall TIME] >>> ChiefCoach.train takes 6.229768 seconds ...
2023-09-21 14:05:29,194:	[Coach] >>> TRAIN @Epoch: 324  >>>  || LOSS Avg: 6.59937
2023-09-21 14:05:29,194:	[Coach] >>> VALID @Epoch: 324  >>> 
2023-09-21 14:05:29,194:	[Coach] >>> TEST  @Epoch: 324  >>> 
2023-09-21 14:05:33,761:	[Wall TIME] >>> ChiefCoach.train takes 4.567176 seconds ...
2023-09-21 14:05:39,472:	[Wall TIME] >>> ChiefCoach.valid takes 5.629185 seconds ...
2023-09-21 14:05:39,473:	[Coach] >>> TRAIN @Epoch: 325  >>>  || LOSS Avg: 6.60327
2023-09-21 14:05:39,473:	[Coach] >>> VALID @Epoch: 325  >>>  || HITRATE@1 Avg: 0.0247 || HITRATE@5 Avg: 0.0722 || HITRATE@10 Avg: 0.1048 || NDCG@5 Avg: 0.0488 || NDCG@10 Avg: 0.0593
2023-09-21 14:05:39,473:	[Coach] >>> TEST  @Epoch: 325  >>> 
2023-09-21 14:05:45,795:	[Wall TIME] >>> ChiefCoach.train takes 6.321508 seconds ...
2023-09-21 14:05:45,886:	[Coach] >>> TRAIN @Epoch: 326  >>>  || LOSS Avg: 6.59012
2023-09-21 14:05:45,886:	[Coach] >>> VALID @Epoch: 326  >>> 
2023-09-21 14:05:45,886:	[Coach] >>> TEST  @Epoch: 326  >>> 
2023-09-21 14:05:52,289:	[Wall TIME] >>> ChiefCoach.train takes 6.403287 seconds ...
2023-09-21 14:05:52,379:	[Coach] >>> TRAIN @Epoch: 327  >>>  || LOSS Avg: 6.62263
2023-09-21 14:05:52,379:	[Coach] >>> VALID @Epoch: 327  >>> 
2023-09-21 14:05:52,379:	[Coach] >>> TEST  @Epoch: 327  >>> 
2023-09-21 14:05:58,706:	[Wall TIME] >>> ChiefCoach.train takes 6.325989 seconds ...
2023-09-21 14:05:58,792:	[Coach] >>> TRAIN @Epoch: 328  >>>  || LOSS Avg: 6.57332
2023-09-21 14:05:58,793:	[Coach] >>> VALID @Epoch: 328  >>> 
2023-09-21 14:05:58,793:	[Coach] >>> TEST  @Epoch: 328  >>> 
2023-09-21 14:06:04,729:	[Wall TIME] >>> ChiefCoach.train takes 5.935659 seconds ...
2023-09-21 14:06:04,791:	[Coach] >>> TRAIN @Epoch: 329  >>>  || LOSS Avg: 6.57838
2023-09-21 14:06:04,791:	[Coach] >>> VALID @Epoch: 329  >>> 
2023-09-21 14:06:04,791:	[Coach] >>> TEST  @Epoch: 329  >>> 
2023-09-21 14:06:09,462:	[Wall TIME] >>> ChiefCoach.train takes 4.670022 seconds ...
2023-09-21 14:06:14,875:	[Wall TIME] >>> ChiefCoach.valid takes 5.328339 seconds ...
2023-09-21 14:06:14,876:	[Coach] >>> TRAIN @Epoch: 330  >>>  || LOSS Avg: 6.58504
2023-09-21 14:06:14,876:	[Coach] >>> VALID @Epoch: 330  >>>  || HITRATE@1 Avg: 0.0247 || HITRATE@5 Avg: 0.0744 || HITRATE@10 Avg: 0.1044 || NDCG@5 Avg: 0.0501 || NDCG@10 Avg: 0.0598
2023-09-21 14:06:14,876:	[Coach] >>> TEST  @Epoch: 330  >>> 
2023-09-21 14:06:21,296:	[Wall TIME] >>> ChiefCoach.train takes 6.420282 seconds ...
2023-09-21 14:06:21,371:	[Coach] >>> TRAIN @Epoch: 331  >>>  || LOSS Avg: 6.57110
2023-09-21 14:06:21,371:	[Coach] >>> VALID @Epoch: 331  >>> 
2023-09-21 14:06:21,371:	[Coach] >>> TEST  @Epoch: 331  >>> 
2023-09-21 14:06:27,893:	[Wall TIME] >>> ChiefCoach.train takes 6.521859 seconds ...
2023-09-21 14:06:27,982:	[Coach] >>> TRAIN @Epoch: 332  >>>  || LOSS Avg: 6.59524
2023-09-21 14:06:27,982:	[Coach] >>> VALID @Epoch: 332  >>> 
2023-09-21 14:06:27,982:	[Coach] >>> TEST  @Epoch: 332  >>> 
2023-09-21 14:06:34,216:	[Wall TIME] >>> ChiefCoach.train takes 6.234139 seconds ...
2023-09-21 14:06:34,296:	[Coach] >>> TRAIN @Epoch: 333  >>>  || LOSS Avg: 6.56685
2023-09-21 14:06:34,296:	[Coach] >>> VALID @Epoch: 333  >>> 
2023-09-21 14:06:34,296:	[Coach] >>> TEST  @Epoch: 333  >>> 
2023-09-21 14:06:40,609:	[Wall TIME] >>> ChiefCoach.train takes 6.312637 seconds ...
2023-09-21 14:06:40,671:	[Coach] >>> TRAIN @Epoch: 334  >>>  || LOSS Avg: 6.60436
2023-09-21 14:06:40,671:	[Coach] >>> VALID @Epoch: 334  >>> 
2023-09-21 14:06:40,671:	[Coach] >>> TEST  @Epoch: 334  >>> 
2023-09-21 14:06:45,492:	[Wall TIME] >>> ChiefCoach.train takes 4.820984 seconds ...
2023-09-21 14:06:51,025:	[Wall TIME] >>> ChiefCoach.valid takes 5.437108 seconds ...
2023-09-21 14:06:51,026:	[Coach] >>> TRAIN @Epoch: 335  >>>  || LOSS Avg: 6.58046
2023-09-21 14:06:51,026:	[Coach] >>> VALID @Epoch: 335  >>>  || HITRATE@1 Avg: 0.0255 || HITRATE@5 Avg: 0.0737 || HITRATE@10 Avg: 0.1044 || NDCG@5 Avg: 0.0501 || NDCG@10 Avg: 0.0600
2023-09-21 14:06:51,026:	[Coach] >>> TEST  @Epoch: 335  >>> 
2023-09-21 14:06:57,413:	[Wall TIME] >>> ChiefCoach.train takes 6.386825 seconds ...
2023-09-21 14:06:57,483:	[Coach] >>> TRAIN @Epoch: 336  >>>  || LOSS Avg: 6.59065
2023-09-21 14:06:57,483:	[Coach] >>> VALID @Epoch: 336  >>> 
2023-09-21 14:06:57,483:	[Coach] >>> TEST  @Epoch: 336  >>> 
2023-09-21 14:07:03,822:	[Wall TIME] >>> ChiefCoach.train takes 6.339179 seconds ...
2023-09-21 14:07:03,893:	[Coach] >>> TRAIN @Epoch: 337  >>>  || LOSS Avg: 6.56873
2023-09-21 14:07:03,893:	[Coach] >>> VALID @Epoch: 337  >>> 
2023-09-21 14:07:03,893:	[Coach] >>> TEST  @Epoch: 337  >>> 
2023-09-21 14:07:10,248:	[Wall TIME] >>> ChiefCoach.train takes 6.354591 seconds ...
2023-09-21 14:07:10,313:	[Coach] >>> TRAIN @Epoch: 338  >>>  || LOSS Avg: 6.57537
2023-09-21 14:07:10,314:	[Coach] >>> VALID @Epoch: 338  >>> 
2023-09-21 14:07:10,314:	[Coach] >>> TEST  @Epoch: 338  >>> 
2023-09-21 14:07:16,565:	[Wall TIME] >>> ChiefCoach.train takes 6.251618 seconds ...
2023-09-21 14:07:16,628:	[Coach] >>> TRAIN @Epoch: 339  >>>  || LOSS Avg: 6.58425
2023-09-21 14:07:16,628:	[Coach] >>> VALID @Epoch: 339  >>> 
2023-09-21 14:07:16,628:	[Coach] >>> TEST  @Epoch: 339  >>> 
2023-09-21 14:07:21,324:	[Wall TIME] >>> ChiefCoach.train takes 4.694886 seconds ...
2023-09-21 14:07:26,526:	[Wall TIME] >>> ChiefCoach.valid takes 5.115682 seconds ...
2023-09-21 14:07:26,526:	[Coach] >>> TRAIN @Epoch: 340  >>>  || LOSS Avg: 6.59580
2023-09-21 14:07:26,569:	[Coach] >>> VALID @Epoch: 340  >>>  || HITRATE@1 Avg: 0.0242 || HITRATE@5 Avg: 0.0742 || HITRATE@10 Avg: 0.1043 || NDCG@5 Avg: 0.0499 || NDCG@10 Avg: 0.0595
2023-09-21 14:07:26,569:	[Coach] >>> TEST  @Epoch: 340  >>> 
2023-09-21 14:07:33,043:	[Wall TIME] >>> ChiefCoach.train takes 6.474353 seconds ...
2023-09-21 14:07:33,131:	[Coach] >>> TRAIN @Epoch: 341  >>>  || LOSS Avg: 6.59553
2023-09-21 14:07:33,131:	[Coach] >>> VALID @Epoch: 341  >>> 
2023-09-21 14:07:33,131:	[Coach] >>> TEST  @Epoch: 341  >>> 
2023-09-21 14:07:39,504:	[Wall TIME] >>> ChiefCoach.train takes 6.373234 seconds ...
2023-09-21 14:07:39,673:	[Coach] >>> TRAIN @Epoch: 342  >>>  || LOSS Avg: 6.61465
2023-09-21 14:07:39,673:	[Coach] >>> VALID @Epoch: 342  >>> 
2023-09-21 14:07:39,673:	[Coach] >>> TEST  @Epoch: 342  >>> 
2023-09-21 14:07:46,102:	[Wall TIME] >>> ChiefCoach.train takes 6.429274 seconds ...
2023-09-21 14:07:46,167:	[Coach] >>> TRAIN @Epoch: 343  >>>  || LOSS Avg: 6.58315
2023-09-21 14:07:46,167:	[Coach] >>> VALID @Epoch: 343  >>> 
2023-09-21 14:07:46,168:	[Coach] >>> TEST  @Epoch: 343  >>> 
2023-09-21 14:07:52,452:	[Wall TIME] >>> ChiefCoach.train takes 6.283941 seconds ...
2023-09-21 14:07:52,550:	[Coach] >>> TRAIN @Epoch: 344  >>>  || LOSS Avg: 6.59582
2023-09-21 14:07:52,550:	[Coach] >>> VALID @Epoch: 344  >>> 
2023-09-21 14:07:52,550:	[Coach] >>> TEST  @Epoch: 344  >>> 
2023-09-21 14:07:57,070:	[Wall TIME] >>> ChiefCoach.train takes 4.519104 seconds ...
2023-09-21 14:08:02,434:	[Wall TIME] >>> ChiefCoach.valid takes 5.292601 seconds ...
2023-09-21 14:08:02,434:	[Coach] >>> TRAIN @Epoch: 345  >>>  || LOSS Avg: 6.59755
2023-09-21 14:08:02,435:	[Coach] >>> VALID @Epoch: 345  >>>  || HITRATE@1 Avg: 0.0246 || HITRATE@5 Avg: 0.0737 || HITRATE@10 Avg: 0.1050 || NDCG@5 Avg: 0.0495 || NDCG@10 Avg: 0.0595
2023-09-21 14:08:02,435:	[Coach] >>> TEST  @Epoch: 345  >>> 
2023-09-21 14:08:08,750:	[Wall TIME] >>> ChiefCoach.train takes 6.314849 seconds ...
2023-09-21 14:08:08,826:	[Coach] >>> TRAIN @Epoch: 346  >>>  || LOSS Avg: 6.59016
2023-09-21 14:08:08,827:	[Coach] >>> VALID @Epoch: 346  >>> 
2023-09-21 14:08:08,827:	[Coach] >>> TEST  @Epoch: 346  >>> 
2023-09-21 14:08:15,335:	[Wall TIME] >>> ChiefCoach.train takes 6.508277 seconds ...
2023-09-21 14:08:15,411:	[Coach] >>> TRAIN @Epoch: 347  >>>  || LOSS Avg: 6.59884
2023-09-21 14:08:15,412:	[Coach] >>> VALID @Epoch: 347  >>> 
2023-09-21 14:08:15,412:	[Coach] >>> TEST  @Epoch: 347  >>> 
2023-09-21 14:08:21,813:	[Wall TIME] >>> ChiefCoach.train takes 6.401013 seconds ...
2023-09-21 14:08:21,879:	[Coach] >>> TRAIN @Epoch: 348  >>>  || LOSS Avg: 6.55336
2023-09-21 14:08:21,880:	[Coach] >>> VALID @Epoch: 348  >>> 
2023-09-21 14:08:21,880:	[Coach] >>> TEST  @Epoch: 348  >>> 
2023-09-21 14:08:28,090:	[Wall TIME] >>> ChiefCoach.train takes 6.209897 seconds ...
2023-09-21 14:08:28,155:	[Coach] >>> TRAIN @Epoch: 349  >>>  || LOSS Avg: 6.57181
2023-09-21 14:08:28,155:	[Coach] >>> VALID @Epoch: 349  >>> 
2023-09-21 14:08:28,155:	[Coach] >>> TEST  @Epoch: 349  >>> 
2023-09-21 14:08:32,789:	[Wall TIME] >>> ChiefCoach.train takes 4.634060 seconds ...
2023-09-21 14:08:38,727:	[Wall TIME] >>> ChiefCoach.valid takes 5.846405 seconds ...
2023-09-21 14:08:38,727:	[Coach] >>> TRAIN @Epoch: 350  >>>  || LOSS Avg: 6.57551
2023-09-21 14:08:38,727:	[Coach] >>> VALID @Epoch: 350  >>>  || HITRATE@1 Avg: 0.0245 || HITRATE@5 Avg: 0.0738 || HITRATE@10 Avg: 0.1041 || NDCG@5 Avg: 0.0497 || NDCG@10 Avg: 0.0594
2023-09-21 14:08:38,727:	[Coach] >>> TEST  @Epoch: 350  >>> 
2023-09-21 14:08:45,115:	[Wall TIME] >>> ChiefCoach.train takes 6.386917 seconds ...
2023-09-21 14:08:45,208:	[Coach] >>> TRAIN @Epoch: 351  >>>  || LOSS Avg: 6.56018
2023-09-21 14:08:45,208:	[Coach] >>> VALID @Epoch: 351  >>> 
2023-09-21 14:08:45,209:	[Coach] >>> TEST  @Epoch: 351  >>> 
2023-09-21 14:08:51,517:	[Wall TIME] >>> ChiefCoach.train takes 6.308402 seconds ...
2023-09-21 14:08:51,609:	[Coach] >>> TRAIN @Epoch: 352  >>>  || LOSS Avg: 6.57568
2023-09-21 14:08:51,610:	[Coach] >>> VALID @Epoch: 352  >>> 
2023-09-21 14:08:51,610:	[Coach] >>> TEST  @Epoch: 352  >>> 
2023-09-21 14:08:57,960:	[Wall TIME] >>> ChiefCoach.train takes 6.350122 seconds ...
2023-09-21 14:08:58,043:	[Coach] >>> TRAIN @Epoch: 353  >>>  || LOSS Avg: 6.57499
2023-09-21 14:08:58,043:	[Coach] >>> VALID @Epoch: 353  >>> 
2023-09-21 14:08:58,043:	[Coach] >>> TEST  @Epoch: 353  >>> 
2023-09-21 14:09:03,856:	[Wall TIME] >>> ChiefCoach.train takes 5.812612 seconds ...
2023-09-21 14:09:03,924:	[Coach] >>> TRAIN @Epoch: 354  >>>  || LOSS Avg: 6.58962
2023-09-21 14:09:03,924:	[Coach] >>> VALID @Epoch: 354  >>> 
2023-09-21 14:09:03,924:	[Coach] >>> TEST  @Epoch: 354  >>> 
2023-09-21 14:09:08,558:	[Wall TIME] >>> ChiefCoach.train takes 4.633962 seconds ...
2023-09-21 14:09:14,138:	[Wall TIME] >>> ChiefCoach.valid takes 5.500406 seconds ...
2023-09-21 14:09:14,139:	[Coach] >>> TRAIN @Epoch: 355  >>>  || LOSS Avg: 6.57710
2023-09-21 14:09:14,139:	[Coach] >>> VALID @Epoch: 355  >>>  || HITRATE@1 Avg: 0.0249 || HITRATE@5 Avg: 0.0740 || HITRATE@10 Avg: 0.1056 || NDCG@5 Avg: 0.0498 || NDCG@10 Avg: 0.0600
2023-09-21 14:09:14,139:	[Coach] >>> TEST  @Epoch: 355  >>> 
2023-09-21 14:09:20,299:	[Wall TIME] >>> ChiefCoach.train takes 6.159381 seconds ...
2023-09-21 14:09:20,371:	[Coach] >>> TRAIN @Epoch: 356  >>>  || LOSS Avg: 6.57325
2023-09-21 14:09:20,371:	[Coach] >>> VALID @Epoch: 356  >>> 
2023-09-21 14:09:20,371:	[Coach] >>> TEST  @Epoch: 356  >>> 
2023-09-21 14:09:26,652:	[Wall TIME] >>> ChiefCoach.train takes 6.280323 seconds ...
2023-09-21 14:09:26,725:	[Coach] >>> TRAIN @Epoch: 357  >>>  || LOSS Avg: 6.56872
2023-09-21 14:09:26,725:	[Coach] >>> VALID @Epoch: 357  >>> 
2023-09-21 14:09:26,725:	[Coach] >>> TEST  @Epoch: 357  >>> 
2023-09-21 14:09:33,162:	[Wall TIME] >>> ChiefCoach.train takes 6.436394 seconds ...
2023-09-21 14:09:33,233:	[Coach] >>> TRAIN @Epoch: 358  >>>  || LOSS Avg: 6.56297
2023-09-21 14:09:33,233:	[Coach] >>> VALID @Epoch: 358  >>> 
2023-09-21 14:09:33,233:	[Coach] >>> TEST  @Epoch: 358  >>> 
2023-09-21 14:09:39,145:	[Wall TIME] >>> ChiefCoach.train takes 5.911308 seconds ...
2023-09-21 14:09:39,215:	[Coach] >>> TRAIN @Epoch: 359  >>>  || LOSS Avg: 6.56112
2023-09-21 14:09:39,215:	[Coach] >>> VALID @Epoch: 359  >>> 
2023-09-21 14:09:39,215:	[Coach] >>> TEST  @Epoch: 359  >>> 
2023-09-21 14:09:43,873:	[Wall TIME] >>> ChiefCoach.train takes 4.657580 seconds ...
2023-09-21 14:09:49,259:	[Wall TIME] >>> ChiefCoach.valid takes 5.320671 seconds ...
2023-09-21 14:09:49,260:	[Coach] >>> TRAIN @Epoch: 360  >>>  || LOSS Avg: 6.56141
2023-09-21 14:09:49,260:	[Coach] >>> VALID @Epoch: 360  >>>  || HITRATE@1 Avg: 0.0260 || HITRATE@5 Avg: 0.0724 || HITRATE@10 Avg: 0.1046 || NDCG@5 Avg: 0.0496 || NDCG@10 Avg: 0.0600
2023-09-21 14:09:49,260:	[Coach] >>> TEST  @Epoch: 360  >>> 
2023-09-21 14:09:55,551:	[Wall TIME] >>> ChiefCoach.train takes 6.290181 seconds ...
2023-09-21 14:09:55,619:	[Coach] >>> TRAIN @Epoch: 361  >>>  || LOSS Avg: 6.55773
2023-09-21 14:09:55,619:	[Coach] >>> VALID @Epoch: 361  >>> 
2023-09-21 14:09:55,620:	[Coach] >>> TEST  @Epoch: 361  >>> 
2023-09-21 14:10:02,023:	[Wall TIME] >>> ChiefCoach.train takes 6.403159 seconds ...
2023-09-21 14:10:02,111:	[Coach] >>> TRAIN @Epoch: 362  >>>  || LOSS Avg: 6.56898
2023-09-21 14:10:02,111:	[Coach] >>> VALID @Epoch: 362  >>> 
2023-09-21 14:10:02,111:	[Coach] >>> TEST  @Epoch: 362  >>> 
2023-09-21 14:10:08,404:	[Wall TIME] >>> ChiefCoach.train takes 6.292434 seconds ...
2023-09-21 14:10:08,480:	[Coach] >>> TRAIN @Epoch: 363  >>>  || LOSS Avg: 6.55707
2023-09-21 14:10:08,480:	[Coach] >>> VALID @Epoch: 363  >>> 
2023-09-21 14:10:08,480:	[Coach] >>> TEST  @Epoch: 363  >>> 
2023-09-21 14:10:14,783:	[Wall TIME] >>> ChiefCoach.train takes 6.302869 seconds ...
2023-09-21 14:10:14,849:	[Coach] >>> TRAIN @Epoch: 364  >>>  || LOSS Avg: 6.58246
2023-09-21 14:10:14,849:	[Coach] >>> VALID @Epoch: 364  >>> 
2023-09-21 14:10:14,849:	[Coach] >>> TEST  @Epoch: 364  >>> 
2023-09-21 14:10:19,526:	[Wall TIME] >>> ChiefCoach.train takes 4.677198 seconds ...
2023-09-21 14:10:25,547:	[Wall TIME] >>> ChiefCoach.valid takes 5.930247 seconds ...
2023-09-21 14:10:25,547:	[Coach] >>> TRAIN @Epoch: 365  >>>  || LOSS Avg: 6.54040
2023-09-21 14:10:25,548:	[Coach] >>> VALID @Epoch: 365  >>>  || HITRATE@1 Avg: 0.0240 || HITRATE@5 Avg: 0.0719 || HITRATE@10 Avg: 0.1058 || NDCG@5 Avg: 0.0484 || NDCG@10 Avg: 0.0593
2023-09-21 14:10:25,548:	[Coach] >>> TEST  @Epoch: 365  >>> 
2023-09-21 14:10:31,800:	[Wall TIME] >>> ChiefCoach.train takes 6.251653 seconds ...
2023-09-21 14:10:31,892:	[Coach] >>> TRAIN @Epoch: 366  >>>  || LOSS Avg: 6.56297
2023-09-21 14:10:31,892:	[Coach] >>> VALID @Epoch: 366  >>> 
2023-09-21 14:10:31,892:	[Coach] >>> TEST  @Epoch: 366  >>> 
2023-09-21 14:10:38,099:	[Wall TIME] >>> ChiefCoach.train takes 6.206324 seconds ...
2023-09-21 14:10:38,190:	[Coach] >>> TRAIN @Epoch: 367  >>>  || LOSS Avg: 6.56027
2023-09-21 14:10:38,191:	[Coach] >>> VALID @Epoch: 367  >>> 
2023-09-21 14:10:38,191:	[Coach] >>> TEST  @Epoch: 367  >>> 
2023-09-21 14:10:44,419:	[Wall TIME] >>> ChiefCoach.train takes 6.228006 seconds ...
2023-09-21 14:10:44,504:	[Coach] >>> TRAIN @Epoch: 368  >>>  || LOSS Avg: 6.58325
2023-09-21 14:10:44,504:	[Coach] >>> VALID @Epoch: 368  >>> 
2023-09-21 14:10:44,504:	[Coach] >>> TEST  @Epoch: 368  >>> 
2023-09-21 14:10:50,428:	[Wall TIME] >>> ChiefCoach.train takes 5.923190 seconds ...
2023-09-21 14:10:50,493:	[Coach] >>> TRAIN @Epoch: 369  >>>  || LOSS Avg: 6.55688
2023-09-21 14:10:50,494:	[Coach] >>> VALID @Epoch: 369  >>> 
2023-09-21 14:10:50,494:	[Coach] >>> TEST  @Epoch: 369  >>> 
2023-09-21 14:10:55,323:	[Wall TIME] >>> ChiefCoach.train takes 4.828831 seconds ...
2023-09-21 14:11:00,860:	[Wall TIME] >>> ChiefCoach.valid takes 5.450730 seconds ...
2023-09-21 14:11:00,860:	[Coach] >>> TRAIN @Epoch: 370  >>>  || LOSS Avg: 6.55524
2023-09-21 14:11:00,861:	[Coach] >>> VALID @Epoch: 370  >>>  || HITRATE@1 Avg: 0.0252 || HITRATE@5 Avg: 0.0732 || HITRATE@10 Avg: 0.1050 || NDCG@5 Avg: 0.0497 || NDCG@10 Avg: 0.0599
2023-09-21 14:11:00,861:	[Coach] >>> TEST  @Epoch: 370  >>> 
2023-09-21 14:11:07,373:	[Wall TIME] >>> ChiefCoach.train takes 6.512330 seconds ...
2023-09-21 14:11:07,459:	[Coach] >>> TRAIN @Epoch: 371  >>>  || LOSS Avg: 6.57630
2023-09-21 14:11:07,459:	[Coach] >>> VALID @Epoch: 371  >>> 
2023-09-21 14:11:07,459:	[Coach] >>> TEST  @Epoch: 371  >>> 
2023-09-21 14:11:13,801:	[Wall TIME] >>> ChiefCoach.train takes 6.341836 seconds ...
2023-09-21 14:11:13,880:	[Coach] >>> TRAIN @Epoch: 372  >>>  || LOSS Avg: 6.54710
2023-09-21 14:11:13,880:	[Coach] >>> VALID @Epoch: 372  >>> 
2023-09-21 14:11:13,880:	[Coach] >>> TEST  @Epoch: 372  >>> 
2023-09-21 14:11:20,364:	[Wall TIME] >>> ChiefCoach.train takes 6.482941 seconds ...
2023-09-21 14:11:20,439:	[Coach] >>> TRAIN @Epoch: 373  >>>  || LOSS Avg: 6.55488
2023-09-21 14:11:20,440:	[Coach] >>> VALID @Epoch: 373  >>> 
2023-09-21 14:11:20,440:	[Coach] >>> TEST  @Epoch: 373  >>> 
2023-09-21 14:11:26,220:	[Wall TIME] >>> ChiefCoach.train takes 5.779738 seconds ...
2023-09-21 14:11:26,300:	[Coach] >>> TRAIN @Epoch: 374  >>>  || LOSS Avg: 6.55904
2023-09-21 14:11:26,300:	[Coach] >>> VALID @Epoch: 374  >>> 
2023-09-21 14:11:26,300:	[Coach] >>> TEST  @Epoch: 374  >>> 
2023-09-21 14:11:31,178:	[Wall TIME] >>> ChiefCoach.train takes 4.877186 seconds ...
2023-09-21 14:11:36,723:	[Wall TIME] >>> ChiefCoach.valid takes 5.482724 seconds ...
2023-09-21 14:11:36,723:	[Coach] >>> Better ***NDCG@10*** of ***0.0605*** 
2023-09-21 14:11:36,742:	[Coach] >>> TRAIN @Epoch: 375  >>>  || LOSS Avg: 6.55112
2023-09-21 14:11:36,742:	[Coach] >>> VALID @Epoch: 375  >>>  || HITRATE@1 Avg: 0.0257 || HITRATE@5 Avg: 0.0741 || HITRATE@10 Avg: 0.1055 || NDCG@5 Avg: 0.0504 || NDCG@10 Avg: 0.0605
2023-09-21 14:11:36,742:	[Coach] >>> TEST  @Epoch: 375  >>> 
2023-09-21 14:11:43,242:	[Wall TIME] >>> ChiefCoach.train takes 6.499526 seconds ...
2023-09-21 14:11:43,333:	[Coach] >>> TRAIN @Epoch: 376  >>>  || LOSS Avg: 6.56119
2023-09-21 14:11:43,333:	[Coach] >>> VALID @Epoch: 376  >>> 
2023-09-21 14:11:43,333:	[Coach] >>> TEST  @Epoch: 376  >>> 
2023-09-21 14:11:49,657:	[Wall TIME] >>> ChiefCoach.train takes 6.324266 seconds ...
2023-09-21 14:11:49,746:	[Coach] >>> TRAIN @Epoch: 377  >>>  || LOSS Avg: 6.53933
2023-09-21 14:11:49,746:	[Coach] >>> VALID @Epoch: 377  >>> 
2023-09-21 14:11:49,746:	[Coach] >>> TEST  @Epoch: 377  >>> 
2023-09-21 14:11:55,970:	[Wall TIME] >>> ChiefCoach.train takes 6.223374 seconds ...
2023-09-21 14:11:56,052:	[Coach] >>> TRAIN @Epoch: 378  >>>  || LOSS Avg: 6.54196
2023-09-21 14:11:56,052:	[Coach] >>> VALID @Epoch: 378  >>> 
2023-09-21 14:11:56,052:	[Coach] >>> TEST  @Epoch: 378  >>> 
2023-09-21 14:12:01,730:	[Wall TIME] >>> ChiefCoach.train takes 5.677523 seconds ...
2023-09-21 14:12:01,810:	[Coach] >>> TRAIN @Epoch: 379  >>>  || LOSS Avg: 6.54097
2023-09-21 14:12:01,810:	[Coach] >>> VALID @Epoch: 379  >>> 
2023-09-21 14:12:01,810:	[Coach] >>> TEST  @Epoch: 379  >>> 
2023-09-21 14:12:06,621:	[Wall TIME] >>> ChiefCoach.train takes 4.810575 seconds ...
2023-09-21 14:12:12,330:	[Wall TIME] >>> ChiefCoach.valid takes 5.632986 seconds ...
2023-09-21 14:12:12,331:	[Coach] >>> TRAIN @Epoch: 380  >>>  || LOSS Avg: 6.56582
2023-09-21 14:12:12,331:	[Coach] >>> VALID @Epoch: 380  >>>  || HITRATE@1 Avg: 0.0241 || HITRATE@5 Avg: 0.0732 || HITRATE@10 Avg: 0.1055 || NDCG@5 Avg: 0.0491 || NDCG@10 Avg: 0.0595
2023-09-21 14:12:12,331:	[Coach] >>> TEST  @Epoch: 380  >>> 
2023-09-21 14:12:18,651:	[Wall TIME] >>> ChiefCoach.train takes 6.319622 seconds ...
2023-09-21 14:12:18,732:	[Coach] >>> TRAIN @Epoch: 381  >>>  || LOSS Avg: 6.57399
2023-09-21 14:12:18,732:	[Coach] >>> VALID @Epoch: 381  >>> 
2023-09-21 14:12:18,732:	[Coach] >>> TEST  @Epoch: 381  >>> 
2023-09-21 14:12:24,836:	[Wall TIME] >>> ChiefCoach.train takes 6.103956 seconds ...
2023-09-21 14:12:24,922:	[Coach] >>> TRAIN @Epoch: 382  >>>  || LOSS Avg: 6.54882
2023-09-21 14:12:24,923:	[Coach] >>> VALID @Epoch: 382  >>> 
2023-09-21 14:12:24,923:	[Coach] >>> TEST  @Epoch: 382  >>> 
2023-09-21 14:12:31,221:	[Wall TIME] >>> ChiefCoach.train takes 6.297630 seconds ...
2023-09-21 14:12:31,301:	[Coach] >>> TRAIN @Epoch: 383  >>>  || LOSS Avg: 6.57938
2023-09-21 14:12:31,301:	[Coach] >>> VALID @Epoch: 383  >>> 
2023-09-21 14:12:31,302:	[Coach] >>> TEST  @Epoch: 383  >>> 
2023-09-21 14:12:37,056:	[Wall TIME] >>> ChiefCoach.train takes 5.753949 seconds ...
2023-09-21 14:12:37,130:	[Coach] >>> TRAIN @Epoch: 384  >>>  || LOSS Avg: 6.56071
2023-09-21 14:12:37,130:	[Coach] >>> VALID @Epoch: 384  >>> 
2023-09-21 14:12:37,130:	[Coach] >>> TEST  @Epoch: 384  >>> 
2023-09-21 14:12:41,806:	[Wall TIME] >>> ChiefCoach.train takes 4.675811 seconds ...
2023-09-21 14:12:47,496:	[Wall TIME] >>> ChiefCoach.valid takes 5.604334 seconds ...
2023-09-21 14:12:47,497:	[Coach] >>> Better ***NDCG@10*** of ***0.0610*** 
2023-09-21 14:12:47,523:	[Coach] >>> TRAIN @Epoch: 385  >>>  || LOSS Avg: 6.54779
2023-09-21 14:12:47,523:	[Coach] >>> VALID @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0262 || HITRATE@5 Avg: 0.0751 || HITRATE@10 Avg: 0.1064 || NDCG@5 Avg: 0.0509 || NDCG@10 Avg: 0.0610
2023-09-21 14:12:47,523:	[Coach] >>> TEST  @Epoch: 385  >>> 
2023-09-21 14:12:53,833:	[Wall TIME] >>> ChiefCoach.train takes 6.309899 seconds ...
2023-09-21 14:12:53,905:	[Coach] >>> TRAIN @Epoch: 386  >>>  || LOSS Avg: 6.53911
2023-09-21 14:12:53,905:	[Coach] >>> VALID @Epoch: 386  >>> 
2023-09-21 14:12:53,905:	[Coach] >>> TEST  @Epoch: 386  >>> 
2023-09-21 14:13:00,263:	[Wall TIME] >>> ChiefCoach.train takes 6.357147 seconds ...
2023-09-21 14:13:00,332:	[Coach] >>> TRAIN @Epoch: 387  >>>  || LOSS Avg: 6.53570
2023-09-21 14:13:00,332:	[Coach] >>> VALID @Epoch: 387  >>> 
2023-09-21 14:13:00,333:	[Coach] >>> TEST  @Epoch: 387  >>> 
2023-09-21 14:13:06,942:	[Wall TIME] >>> ChiefCoach.train takes 6.609641 seconds ...
2023-09-21 14:13:07,012:	[Coach] >>> TRAIN @Epoch: 388  >>>  || LOSS Avg: 6.53550
2023-09-21 14:13:07,012:	[Coach] >>> VALID @Epoch: 388  >>> 
2023-09-21 14:13:07,013:	[Coach] >>> TEST  @Epoch: 388  >>> 
2023-09-21 14:13:12,746:	[Wall TIME] >>> ChiefCoach.train takes 5.733716 seconds ...
2023-09-21 14:13:12,833:	[Coach] >>> TRAIN @Epoch: 389  >>>  || LOSS Avg: 6.53066
2023-09-21 14:13:12,833:	[Coach] >>> VALID @Epoch: 389  >>> 
2023-09-21 14:13:12,833:	[Coach] >>> TEST  @Epoch: 389  >>> 
2023-09-21 14:13:17,552:	[Wall TIME] >>> ChiefCoach.train takes 4.718470 seconds ...
2023-09-21 14:13:23,391:	[Wall TIME] >>> ChiefCoach.valid takes 5.747023 seconds ...
2023-09-21 14:13:23,391:	[Coach] >>> TRAIN @Epoch: 390  >>>  || LOSS Avg: 6.54894
2023-09-21 14:13:23,392:	[Coach] >>> VALID @Epoch: 390  >>>  || HITRATE@1 Avg: 0.0258 || HITRATE@5 Avg: 0.0739 || HITRATE@10 Avg: 0.1068 || NDCG@5 Avg: 0.0505 || NDCG@10 Avg: 0.0610
2023-09-21 14:13:23,392:	[Coach] >>> TEST  @Epoch: 390  >>> 
2023-09-21 14:13:29,783:	[Wall TIME] >>> ChiefCoach.train takes 6.391358 seconds ...
2023-09-21 14:13:29,859:	[Coach] >>> TRAIN @Epoch: 391  >>>  || LOSS Avg: 6.54157
2023-09-21 14:13:29,859:	[Coach] >>> VALID @Epoch: 391  >>> 
2023-09-21 14:13:29,859:	[Coach] >>> TEST  @Epoch: 391  >>> 
2023-09-21 14:13:36,055:	[Wall TIME] >>> ChiefCoach.train takes 6.195207 seconds ...
2023-09-21 14:13:36,133:	[Coach] >>> TRAIN @Epoch: 392  >>>  || LOSS Avg: 6.53092
2023-09-21 14:13:36,134:	[Coach] >>> VALID @Epoch: 392  >>> 
2023-09-21 14:13:36,134:	[Coach] >>> TEST  @Epoch: 392  >>> 
2023-09-21 14:13:42,209:	[Wall TIME] >>> ChiefCoach.train takes 6.075167 seconds ...
2023-09-21 14:13:42,282:	[Coach] >>> TRAIN @Epoch: 393  >>>  || LOSS Avg: 6.53410
2023-09-21 14:13:42,282:	[Coach] >>> VALID @Epoch: 393  >>> 
2023-09-21 14:13:42,282:	[Coach] >>> TEST  @Epoch: 393  >>> 
2023-09-21 14:13:47,896:	[Wall TIME] >>> ChiefCoach.train takes 5.613989 seconds ...
2023-09-21 14:13:47,969:	[Coach] >>> TRAIN @Epoch: 394  >>>  || LOSS Avg: 6.54919
2023-09-21 14:13:47,969:	[Coach] >>> VALID @Epoch: 394  >>> 
2023-09-21 14:13:47,969:	[Coach] >>> TEST  @Epoch: 394  >>> 
2023-09-21 14:13:52,902:	[Wall TIME] >>> ChiefCoach.train takes 4.931983 seconds ...
2023-09-21 14:13:58,474:	[Wall TIME] >>> ChiefCoach.valid takes 5.487387 seconds ...
2023-09-21 14:13:58,474:	[Coach] >>> TRAIN @Epoch: 395  >>>  || LOSS Avg: 6.55953
2023-09-21 14:13:58,475:	[Coach] >>> VALID @Epoch: 395  >>>  || HITRATE@1 Avg: 0.0256 || HITRATE@5 Avg: 0.0731 || HITRATE@10 Avg: 0.1055 || NDCG@5 Avg: 0.0496 || NDCG@10 Avg: 0.0601
2023-09-21 14:13:58,475:	[Coach] >>> TEST  @Epoch: 395  >>> 
2023-09-21 14:14:04,751:	[Wall TIME] >>> ChiefCoach.train takes 6.275996 seconds ...
2023-09-21 14:14:04,836:	[Coach] >>> TRAIN @Epoch: 396  >>>  || LOSS Avg: 6.53519
2023-09-21 14:14:04,836:	[Coach] >>> VALID @Epoch: 396  >>> 
2023-09-21 14:14:04,836:	[Coach] >>> TEST  @Epoch: 396  >>> 
2023-09-21 14:14:11,409:	[Wall TIME] >>> ChiefCoach.train takes 6.572733 seconds ...
2023-09-21 14:14:11,495:	[Coach] >>> TRAIN @Epoch: 397  >>>  || LOSS Avg: 6.54100
2023-09-21 14:14:11,495:	[Coach] >>> VALID @Epoch: 397  >>> 
2023-09-21 14:14:11,495:	[Coach] >>> TEST  @Epoch: 397  >>> 
2023-09-21 14:14:17,854:	[Wall TIME] >>> ChiefCoach.train takes 6.358282 seconds ...
2023-09-21 14:14:17,927:	[Coach] >>> TRAIN @Epoch: 398  >>>  || LOSS Avg: 6.53517
2023-09-21 14:14:17,927:	[Coach] >>> VALID @Epoch: 398  >>> 
2023-09-21 14:14:17,928:	[Coach] >>> TEST  @Epoch: 398  >>> 
2023-09-21 14:14:23,444:	[Wall TIME] >>> ChiefCoach.train takes 5.516093 seconds ...
2023-09-21 14:14:23,532:	[Coach] >>> TRAIN @Epoch: 399  >>>  || LOSS Avg: 6.52589
2023-09-21 14:14:23,532:	[Coach] >>> VALID @Epoch: 399  >>> 
2023-09-21 14:14:23,532:	[Coach] >>> TEST  @Epoch: 399  >>> 
2023-09-21 14:14:28,110:	[Wall TIME] >>> ChiefCoach.train takes 4.577633 seconds ...
2023-09-21 14:14:34,052:	[Wall TIME] >>> ChiefCoach.valid takes 5.878990 seconds ...
2023-09-21 14:14:34,052:	[Coach] >>> TRAIN @Epoch: 400  >>>  || LOSS Avg: 6.54491
2023-09-21 14:14:34,053:	[Coach] >>> VALID @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0244 || HITRATE@5 Avg: 0.0731 || HITRATE@10 Avg: 0.1046 || NDCG@5 Avg: 0.0492 || NDCG@10 Avg: 0.0594
2023-09-21 14:14:34,053:	[Coach] >>> TEST  @Epoch: 400  >>> 
2023-09-21 14:14:40,354:	[Wall TIME] >>> ChiefCoach.train takes 6.300496 seconds ...
2023-09-21 14:14:40,444:	[Coach] >>> TRAIN @Epoch: 401  >>>  || LOSS Avg: 6.54706
2023-09-21 14:14:40,445:	[Coach] >>> VALID @Epoch: 401  >>> 
2023-09-21 14:14:40,445:	[Coach] >>> TEST  @Epoch: 401  >>> 
2023-09-21 14:14:47,007:	[Wall TIME] >>> ChiefCoach.train takes 6.562299 seconds ...
2023-09-21 14:14:47,091:	[Coach] >>> TRAIN @Epoch: 402  >>>  || LOSS Avg: 6.52433
2023-09-21 14:14:47,091:	[Coach] >>> VALID @Epoch: 402  >>> 
2023-09-21 14:14:47,091:	[Coach] >>> TEST  @Epoch: 402  >>> 
2023-09-21 14:14:53,448:	[Wall TIME] >>> ChiefCoach.train takes 6.356284 seconds ...
2023-09-21 14:14:53,539:	[Coach] >>> TRAIN @Epoch: 403  >>>  || LOSS Avg: 6.55510
2023-09-21 14:14:53,539:	[Coach] >>> VALID @Epoch: 403  >>> 
2023-09-21 14:14:53,539:	[Coach] >>> TEST  @Epoch: 403  >>> 
2023-09-21 14:14:59,027:	[Wall TIME] >>> ChiefCoach.train takes 5.488469 seconds ...
2023-09-21 14:14:59,111:	[Coach] >>> TRAIN @Epoch: 404  >>>  || LOSS Avg: 6.52601
2023-09-21 14:14:59,112:	[Coach] >>> VALID @Epoch: 404  >>> 
2023-09-21 14:14:59,112:	[Coach] >>> TEST  @Epoch: 404  >>> 
2023-09-21 14:15:03,736:	[Wall TIME] >>> ChiefCoach.train takes 4.624222 seconds ...
2023-09-21 14:15:09,345:	[Wall TIME] >>> ChiefCoach.valid takes 5.517062 seconds ...
2023-09-21 14:15:09,346:	[Coach] >>> TRAIN @Epoch: 405  >>>  || LOSS Avg: 6.53552
2023-09-21 14:15:09,346:	[Coach] >>> VALID @Epoch: 405  >>>  || HITRATE@1 Avg: 0.0245 || HITRATE@5 Avg: 0.0724 || HITRATE@10 Avg: 0.1054 || NDCG@5 Avg: 0.0488 || NDCG@10 Avg: 0.0595
2023-09-21 14:15:09,346:	[Coach] >>> TEST  @Epoch: 405  >>> 
2023-09-21 14:15:15,941:	[Wall TIME] >>> ChiefCoach.train takes 6.594532 seconds ...
2023-09-21 14:15:16,023:	[Coach] >>> TRAIN @Epoch: 406  >>>  || LOSS Avg: 6.51458
2023-09-21 14:15:16,023:	[Coach] >>> VALID @Epoch: 406  >>> 
2023-09-21 14:15:16,023:	[Coach] >>> TEST  @Epoch: 406  >>> 
2023-09-21 14:15:22,334:	[Wall TIME] >>> ChiefCoach.train takes 6.310903 seconds ...
2023-09-21 14:15:22,418:	[Coach] >>> TRAIN @Epoch: 407  >>>  || LOSS Avg: 6.54556
2023-09-21 14:15:22,418:	[Coach] >>> VALID @Epoch: 407  >>> 
2023-09-21 14:15:22,418:	[Coach] >>> TEST  @Epoch: 407  >>> 
2023-09-21 14:15:28,718:	[Wall TIME] >>> ChiefCoach.train takes 6.299815 seconds ...
2023-09-21 14:15:28,812:	[Coach] >>> TRAIN @Epoch: 408  >>>  || LOSS Avg: 6.52030
2023-09-21 14:15:28,812:	[Coach] >>> VALID @Epoch: 408  >>> 
2023-09-21 14:15:28,812:	[Coach] >>> TEST  @Epoch: 408  >>> 
2023-09-21 14:15:34,142:	[Wall TIME] >>> ChiefCoach.train takes 5.329999 seconds ...
2023-09-21 14:15:34,229:	[Coach] >>> TRAIN @Epoch: 409  >>>  || LOSS Avg: 6.49751
2023-09-21 14:15:34,229:	[Coach] >>> VALID @Epoch: 409  >>> 
2023-09-21 14:15:34,230:	[Coach] >>> TEST  @Epoch: 409  >>> 
2023-09-21 14:15:38,883:	[Wall TIME] >>> ChiefCoach.train takes 4.652924 seconds ...
2023-09-21 14:15:44,596:	[Wall TIME] >>> ChiefCoach.valid takes 5.619736 seconds ...
2023-09-21 14:15:44,597:	[Coach] >>> TRAIN @Epoch: 410  >>>  || LOSS Avg: 6.52738
2023-09-21 14:15:44,597:	[Coach] >>> VALID @Epoch: 410  >>>  || HITRATE@1 Avg: 0.0237 || HITRATE@5 Avg: 0.0724 || HITRATE@10 Avg: 0.1046 || NDCG@5 Avg: 0.0485 || NDCG@10 Avg: 0.0589
2023-09-21 14:15:44,597:	[Coach] >>> TEST  @Epoch: 410  >>> 
2023-09-21 14:15:50,708:	[Wall TIME] >>> ChiefCoach.train takes 6.109763 seconds ...
2023-09-21 14:15:50,798:	[Coach] >>> TRAIN @Epoch: 411  >>>  || LOSS Avg: 6.50026
2023-09-21 14:15:50,798:	[Coach] >>> VALID @Epoch: 411  >>> 
2023-09-21 14:15:50,798:	[Coach] >>> TEST  @Epoch: 411  >>> 
2023-09-21 14:15:57,206:	[Wall TIME] >>> ChiefCoach.train takes 6.408156 seconds ...
2023-09-21 14:15:57,304:	[Coach] >>> TRAIN @Epoch: 412  >>>  || LOSS Avg: 6.53329
2023-09-21 14:15:57,304:	[Coach] >>> VALID @Epoch: 412  >>> 
2023-09-21 14:15:57,304:	[Coach] >>> TEST  @Epoch: 412  >>> 
2023-09-21 14:16:03,653:	[Wall TIME] >>> ChiefCoach.train takes 6.348544 seconds ...
2023-09-21 14:16:03,719:	[Coach] >>> TRAIN @Epoch: 413  >>>  || LOSS Avg: 6.52029
2023-09-21 14:16:03,720:	[Coach] >>> VALID @Epoch: 413  >>> 
2023-09-21 14:16:03,720:	[Coach] >>> TEST  @Epoch: 413  >>> 
2023-09-21 14:16:09,555:	[Wall TIME] >>> ChiefCoach.train takes 5.835359 seconds ...
2023-09-21 14:16:09,638:	[Coach] >>> TRAIN @Epoch: 414  >>>  || LOSS Avg: 6.54111
2023-09-21 14:16:09,638:	[Coach] >>> VALID @Epoch: 414  >>> 
2023-09-21 14:16:09,638:	[Coach] >>> TEST  @Epoch: 414  >>> 
2023-09-21 14:16:14,111:	[Wall TIME] >>> ChiefCoach.train takes 4.472195 seconds ...
2023-09-21 14:16:19,704:	[Wall TIME] >>> ChiefCoach.valid takes 5.523764 seconds ...
2023-09-21 14:16:19,704:	[Coach] >>> TRAIN @Epoch: 415  >>>  || LOSS Avg: 6.53922
2023-09-21 14:16:19,704:	[Coach] >>> VALID @Epoch: 415  >>>  || HITRATE@1 Avg: 0.0255 || HITRATE@5 Avg: 0.0737 || HITRATE@10 Avg: 0.1047 || NDCG@5 Avg: 0.0502 || NDCG@10 Avg: 0.0601
2023-09-21 14:16:19,704:	[Coach] >>> TEST  @Epoch: 415  >>> 
2023-09-21 14:16:25,704:	[Wall TIME] >>> ChiefCoach.train takes 5.999657 seconds ...
2023-09-21 14:16:25,769:	[Coach] >>> TRAIN @Epoch: 416  >>>  || LOSS Avg: 6.53150
2023-09-21 14:16:25,769:	[Coach] >>> VALID @Epoch: 416  >>> 
2023-09-21 14:16:25,769:	[Coach] >>> TEST  @Epoch: 416  >>> 
2023-09-21 14:16:32,020:	[Wall TIME] >>> ChiefCoach.train takes 6.250445 seconds ...
2023-09-21 14:16:32,085:	[Coach] >>> TRAIN @Epoch: 417  >>>  || LOSS Avg: 6.52880
2023-09-21 14:16:32,086:	[Coach] >>> VALID @Epoch: 417  >>> 
2023-09-21 14:16:32,086:	[Coach] >>> TEST  @Epoch: 417  >>> 
2023-09-21 14:16:38,411:	[Wall TIME] >>> ChiefCoach.train takes 6.325364 seconds ...
2023-09-21 14:16:38,492:	[Coach] >>> TRAIN @Epoch: 418  >>>  || LOSS Avg: 6.54959
2023-09-21 14:16:38,492:	[Coach] >>> VALID @Epoch: 418  >>> 
2023-09-21 14:16:38,492:	[Coach] >>> TEST  @Epoch: 418  >>> 
2023-09-21 14:16:44,792:	[Wall TIME] >>> ChiefCoach.train takes 6.299146 seconds ...
2023-09-21 14:16:44,863:	[Coach] >>> TRAIN @Epoch: 419  >>>  || LOSS Avg: 6.52031
2023-09-21 14:16:44,863:	[Coach] >>> VALID @Epoch: 419  >>> 
2023-09-21 14:16:44,863:	[Coach] >>> TEST  @Epoch: 419  >>> 
2023-09-21 14:16:49,310:	[Wall TIME] >>> ChiefCoach.train takes 4.447107 seconds ...
2023-09-21 14:16:54,558:	[Wall TIME] >>> ChiefCoach.valid takes 5.160506 seconds ...
2023-09-21 14:16:54,558:	[Coach] >>> TRAIN @Epoch: 420  >>>  || LOSS Avg: 6.50438
2023-09-21 14:16:54,558:	[Coach] >>> VALID @Epoch: 420  >>>  || HITRATE@1 Avg: 0.0253 || HITRATE@5 Avg: 0.0737 || HITRATE@10 Avg: 0.1038 || NDCG@5 Avg: 0.0501 || NDCG@10 Avg: 0.0598
2023-09-21 14:16:54,558:	[Coach] >>> TEST  @Epoch: 420  >>> 
2023-09-21 14:17:01,026:	[Wall TIME] >>> ChiefCoach.train takes 6.467354 seconds ...
2023-09-21 14:17:01,094:	[Coach] >>> TRAIN @Epoch: 421  >>>  || LOSS Avg: 6.53360
2023-09-21 14:17:01,094:	[Coach] >>> VALID @Epoch: 421  >>> 
2023-09-21 14:17:01,094:	[Coach] >>> TEST  @Epoch: 421  >>> 
2023-09-21 14:17:07,448:	[Wall TIME] >>> ChiefCoach.train takes 6.354100 seconds ...
2023-09-21 14:17:07,637:	[Coach] >>> TRAIN @Epoch: 422  >>>  || LOSS Avg: 6.51947
2023-09-21 14:17:07,637:	[Coach] >>> VALID @Epoch: 422  >>> 
2023-09-21 14:17:07,637:	[Coach] >>> TEST  @Epoch: 422  >>> 
2023-09-21 14:17:14,185:	[Wall TIME] >>> ChiefCoach.train takes 6.547624 seconds ...
2023-09-21 14:17:14,319:	[Coach] >>> TRAIN @Epoch: 423  >>>  || LOSS Avg: 6.54064
2023-09-21 14:17:14,320:	[Coach] >>> VALID @Epoch: 423  >>> 
2023-09-21 14:17:14,320:	[Coach] >>> TEST  @Epoch: 423  >>> 
2023-09-21 14:17:20,590:	[Wall TIME] >>> ChiefCoach.train takes 6.270205 seconds ...
2023-09-21 14:17:20,681:	[Coach] >>> TRAIN @Epoch: 424  >>>  || LOSS Avg: 6.49822
2023-09-21 14:17:20,681:	[Coach] >>> VALID @Epoch: 424  >>> 
2023-09-21 14:17:20,681:	[Coach] >>> TEST  @Epoch: 424  >>> 
2023-09-21 14:17:25,264:	[Wall TIME] >>> ChiefCoach.train takes 4.583048 seconds ...
2023-09-21 14:17:30,482:	[Wall TIME] >>> ChiefCoach.valid takes 5.141139 seconds ...
2023-09-21 14:17:30,482:	[Coach] >>> TRAIN @Epoch: 425  >>>  || LOSS Avg: 6.49273
2023-09-21 14:17:30,482:	[Coach] >>> VALID @Epoch: 425  >>>  || HITRATE@1 Avg: 0.0229 || HITRATE@5 Avg: 0.0729 || HITRATE@10 Avg: 0.1046 || NDCG@5 Avg: 0.0486 || NDCG@10 Avg: 0.0588
2023-09-21 14:17:30,482:	[Coach] >>> TEST  @Epoch: 425  >>> 
2023-09-21 14:17:36,971:	[Wall TIME] >>> ChiefCoach.train takes 6.488930 seconds ...
2023-09-21 14:17:37,037:	[Coach] >>> TRAIN @Epoch: 426  >>>  || LOSS Avg: 6.52805
2023-09-21 14:17:37,038:	[Coach] >>> VALID @Epoch: 426  >>> 
2023-09-21 14:17:37,038:	[Coach] >>> TEST  @Epoch: 426  >>> 
2023-09-21 14:17:43,534:	[Wall TIME] >>> ChiefCoach.train takes 6.495681 seconds ...
2023-09-21 14:17:43,622:	[Coach] >>> TRAIN @Epoch: 427  >>>  || LOSS Avg: 6.48684
2023-09-21 14:17:43,622:	[Coach] >>> VALID @Epoch: 427  >>> 
2023-09-21 14:17:43,623:	[Coach] >>> TEST  @Epoch: 427  >>> 
2023-09-21 14:17:49,918:	[Wall TIME] >>> ChiefCoach.train takes 6.295079 seconds ...
2023-09-21 14:17:49,981:	[Coach] >>> TRAIN @Epoch: 428  >>>  || LOSS Avg: 6.53759
2023-09-21 14:17:49,982:	[Coach] >>> VALID @Epoch: 428  >>> 
2023-09-21 14:17:49,982:	[Coach] >>> TEST  @Epoch: 428  >>> 
2023-09-21 14:17:56,287:	[Wall TIME] >>> ChiefCoach.train takes 6.304969 seconds ...
2023-09-21 14:17:56,351:	[Coach] >>> TRAIN @Epoch: 429  >>>  || LOSS Avg: 6.52012
2023-09-21 14:17:56,352:	[Coach] >>> VALID @Epoch: 429  >>> 
2023-09-21 14:17:56,352:	[Coach] >>> TEST  @Epoch: 429  >>> 
2023-09-21 14:18:01,001:	[Wall TIME] >>> ChiefCoach.train takes 4.648673 seconds ...
2023-09-21 14:18:06,350:	[Wall TIME] >>> ChiefCoach.valid takes 5.276283 seconds ...
2023-09-21 14:18:06,351:	[Coach] >>> TRAIN @Epoch: 430  >>>  || LOSS Avg: 6.51160
2023-09-21 14:18:06,351:	[Coach] >>> VALID @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0250 || HITRATE@5 Avg: 0.0721 || HITRATE@10 Avg: 0.1020 || NDCG@5 Avg: 0.0491 || NDCG@10 Avg: 0.0588
2023-09-21 14:18:06,351:	[Coach] >>> TEST  @Epoch: 430  >>> 
2023-09-21 14:18:12,678:	[Wall TIME] >>> ChiefCoach.train takes 6.326707 seconds ...
2023-09-21 14:18:12,795:	[Coach] >>> TRAIN @Epoch: 431  >>>  || LOSS Avg: 6.50205
2023-09-21 14:18:12,795:	[Coach] >>> VALID @Epoch: 431  >>> 
2023-09-21 14:18:12,795:	[Coach] >>> TEST  @Epoch: 431  >>> 
2023-09-21 14:18:19,057:	[Wall TIME] >>> ChiefCoach.train takes 6.261714 seconds ...
2023-09-21 14:18:19,135:	[Coach] >>> TRAIN @Epoch: 432  >>>  || LOSS Avg: 6.48834
2023-09-21 14:18:19,136:	[Coach] >>> VALID @Epoch: 432  >>> 
2023-09-21 14:18:19,136:	[Coach] >>> TEST  @Epoch: 432  >>> 
2023-09-21 14:18:25,692:	[Wall TIME] >>> ChiefCoach.train takes 6.556461 seconds ...
2023-09-21 14:18:25,767:	[Coach] >>> TRAIN @Epoch: 433  >>>  || LOSS Avg: 6.50276
2023-09-21 14:18:25,767:	[Coach] >>> VALID @Epoch: 433  >>> 
2023-09-21 14:18:25,767:	[Coach] >>> TEST  @Epoch: 433  >>> 
2023-09-21 14:18:32,152:	[Wall TIME] >>> ChiefCoach.train takes 6.384000 seconds ...
2023-09-21 14:18:32,232:	[Coach] >>> TRAIN @Epoch: 434  >>>  || LOSS Avg: 6.51659
2023-09-21 14:18:32,232:	[Coach] >>> VALID @Epoch: 434  >>> 
2023-09-21 14:18:32,232:	[Coach] >>> TEST  @Epoch: 434  >>> 
2023-09-21 14:18:36,943:	[Wall TIME] >>> ChiefCoach.train takes 4.710118 seconds ...
2023-09-21 14:18:42,165:	[Wall TIME] >>> ChiefCoach.valid takes 5.140084 seconds ...
2023-09-21 14:18:42,165:	[Coach] >>> TRAIN @Epoch: 435  >>>  || LOSS Avg: 6.48607
2023-09-21 14:18:42,165:	[Coach] >>> VALID @Epoch: 435  >>>  || HITRATE@1 Avg: 0.0233 || HITRATE@5 Avg: 0.0738 || HITRATE@10 Avg: 0.1061 || NDCG@5 Avg: 0.0488 || NDCG@10 Avg: 0.0592
2023-09-21 14:18:42,165:	[Coach] >>> TEST  @Epoch: 435  >>> 
2023-09-21 14:18:48,708:	[Wall TIME] >>> ChiefCoach.train takes 6.542781 seconds ...
2023-09-21 14:18:48,795:	[Coach] >>> TRAIN @Epoch: 436  >>>  || LOSS Avg: 6.53714
2023-09-21 14:18:48,795:	[Coach] >>> VALID @Epoch: 436  >>> 
2023-09-21 14:18:48,795:	[Coach] >>> TEST  @Epoch: 436  >>> 
2023-09-21 14:18:55,319:	[Wall TIME] >>> ChiefCoach.train takes 6.523401 seconds ...
2023-09-21 14:18:55,388:	[Coach] >>> TRAIN @Epoch: 437  >>>  || LOSS Avg: 6.50532
2023-09-21 14:18:55,388:	[Coach] >>> VALID @Epoch: 437  >>> 
2023-09-21 14:18:55,389:	[Coach] >>> TEST  @Epoch: 437  >>> 
2023-09-21 14:19:01,736:	[Wall TIME] >>> ChiefCoach.train takes 6.347042 seconds ...
2023-09-21 14:19:01,812:	[Coach] >>> TRAIN @Epoch: 438  >>>  || LOSS Avg: 6.52322
2023-09-21 14:19:01,813:	[Coach] >>> VALID @Epoch: 438  >>> 
2023-09-21 14:19:01,813:	[Coach] >>> TEST  @Epoch: 438  >>> 
2023-09-21 14:19:08,281:	[Wall TIME] >>> ChiefCoach.train takes 6.468654 seconds ...
2023-09-21 14:19:08,404:	[Coach] >>> TRAIN @Epoch: 439  >>>  || LOSS Avg: 6.50093
2023-09-21 14:19:08,404:	[Coach] >>> VALID @Epoch: 439  >>> 
2023-09-21 14:19:08,404:	[Coach] >>> TEST  @Epoch: 439  >>> 
2023-09-21 14:19:13,158:	[Wall TIME] >>> ChiefCoach.train takes 4.754151 seconds ...
2023-09-21 14:19:18,549:	[Wall TIME] >>> ChiefCoach.valid takes 5.316783 seconds ...
2023-09-21 14:19:18,550:	[Coach] >>> TRAIN @Epoch: 440  >>>  || LOSS Avg: 6.52618
2023-09-21 14:19:18,550:	[Coach] >>> VALID @Epoch: 440  >>>  || HITRATE@1 Avg: 0.0232 || HITRATE@5 Avg: 0.0716 || HITRATE@10 Avg: 0.1031 || NDCG@5 Avg: 0.0477 || NDCG@10 Avg: 0.0579
2023-09-21 14:19:18,550:	[Coach] >>> TEST  @Epoch: 440  >>> 
2023-09-21 14:19:24,794:	[Wall TIME] >>> ChiefCoach.train takes 6.243778 seconds ...
2023-09-21 14:19:24,871:	[Coach] >>> TRAIN @Epoch: 441  >>>  || LOSS Avg: 6.51333
2023-09-21 14:19:24,872:	[Coach] >>> VALID @Epoch: 441  >>> 
2023-09-21 14:19:24,872:	[Coach] >>> TEST  @Epoch: 441  >>> 
2023-09-21 14:19:31,338:	[Wall TIME] >>> ChiefCoach.train takes 6.465650 seconds ...
2023-09-21 14:19:31,417:	[Coach] >>> TRAIN @Epoch: 442  >>>  || LOSS Avg: 6.51325
2023-09-21 14:19:31,418:	[Coach] >>> VALID @Epoch: 442  >>> 
2023-09-21 14:19:31,418:	[Coach] >>> TEST  @Epoch: 442  >>> 
2023-09-21 14:19:37,804:	[Wall TIME] >>> ChiefCoach.train takes 6.386088 seconds ...
2023-09-21 14:19:37,894:	[Coach] >>> TRAIN @Epoch: 443  >>>  || LOSS Avg: 6.48434
2023-09-21 14:19:37,894:	[Coach] >>> VALID @Epoch: 443  >>> 
2023-09-21 14:19:37,894:	[Coach] >>> TEST  @Epoch: 443  >>> 
2023-09-21 14:19:44,121:	[Wall TIME] >>> ChiefCoach.train takes 6.226775 seconds ...
2023-09-21 14:19:44,197:	[Coach] >>> TRAIN @Epoch: 444  >>>  || LOSS Avg: 6.48911
2023-09-21 14:19:44,197:	[Coach] >>> VALID @Epoch: 444  >>> 
2023-09-21 14:19:44,197:	[Coach] >>> TEST  @Epoch: 444  >>> 
2023-09-21 14:19:48,588:	[Wall TIME] >>> ChiefCoach.train takes 4.391062 seconds ...
2023-09-21 14:19:54,323:	[Wall TIME] >>> ChiefCoach.valid takes 5.670019 seconds ...
2023-09-21 14:19:54,324:	[Coach] >>> TRAIN @Epoch: 445  >>>  || LOSS Avg: 6.49188
2023-09-21 14:19:54,324:	[Coach] >>> VALID @Epoch: 445  >>>  || HITRATE@1 Avg: 0.0242 || HITRATE@5 Avg: 0.0737 || HITRATE@10 Avg: 0.1039 || NDCG@5 Avg: 0.0493 || NDCG@10 Avg: 0.0589
2023-09-21 14:19:54,324:	[Coach] >>> TEST  @Epoch: 445  >>> 
2023-09-21 14:20:00,693:	[Wall TIME] >>> ChiefCoach.train takes 6.368071 seconds ...
2023-09-21 14:20:00,779:	[Coach] >>> TRAIN @Epoch: 446  >>>  || LOSS Avg: 6.51494
2023-09-21 14:20:00,779:	[Coach] >>> VALID @Epoch: 446  >>> 
2023-09-21 14:20:00,779:	[Coach] >>> TEST  @Epoch: 446  >>> 
2023-09-21 14:20:07,354:	[Wall TIME] >>> ChiefCoach.train takes 6.574570 seconds ...
2023-09-21 14:20:07,442:	[Coach] >>> TRAIN @Epoch: 447  >>>  || LOSS Avg: 6.50252
2023-09-21 14:20:07,443:	[Coach] >>> VALID @Epoch: 447  >>> 
2023-09-21 14:20:07,443:	[Coach] >>> TEST  @Epoch: 447  >>> 
2023-09-21 14:20:13,786:	[Wall TIME] >>> ChiefCoach.train takes 6.342796 seconds ...
2023-09-21 14:20:13,871:	[Coach] >>> TRAIN @Epoch: 448  >>>  || LOSS Avg: 6.50791
2023-09-21 14:20:13,872:	[Coach] >>> VALID @Epoch: 448  >>> 
2023-09-21 14:20:13,872:	[Coach] >>> TEST  @Epoch: 448  >>> 
2023-09-21 14:20:20,092:	[Wall TIME] >>> ChiefCoach.train takes 6.220664 seconds ...
2023-09-21 14:20:20,158:	[Coach] >>> TRAIN @Epoch: 449  >>>  || LOSS Avg: 6.51122
2023-09-21 14:20:20,158:	[Coach] >>> VALID @Epoch: 449  >>> 
2023-09-21 14:20:20,158:	[Coach] >>> TEST  @Epoch: 449  >>> 
2023-09-21 14:20:24,610:	[Wall TIME] >>> ChiefCoach.train takes 4.451041 seconds ...
2023-09-21 14:20:30,781:	[Wall TIME] >>> ChiefCoach.valid takes 6.105845 seconds ...
2023-09-21 14:20:30,781:	[Coach] >>> TRAIN @Epoch: 450  >>>  || LOSS Avg: 6.50837
2023-09-21 14:20:30,781:	[Coach] >>> VALID @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0252 || HITRATE@5 Avg: 0.0731 || HITRATE@10 Avg: 0.1039 || NDCG@5 Avg: 0.0494 || NDCG@10 Avg: 0.0593
2023-09-21 14:20:30,781:	[Coach] >>> TEST  @Epoch: 450  >>> 
2023-09-21 14:20:37,085:	[Wall TIME] >>> ChiefCoach.train takes 6.303608 seconds ...
2023-09-21 14:20:37,158:	[Coach] >>> TRAIN @Epoch: 451  >>>  || LOSS Avg: 6.49368
2023-09-21 14:20:37,159:	[Coach] >>> VALID @Epoch: 451  >>> 
2023-09-21 14:20:37,159:	[Coach] >>> TEST  @Epoch: 451  >>> 
2023-09-21 14:20:43,552:	[Wall TIME] >>> ChiefCoach.train takes 6.393248 seconds ...
2023-09-21 14:20:43,640:	[Coach] >>> TRAIN @Epoch: 452  >>>  || LOSS Avg: 6.47839
2023-09-21 14:20:43,640:	[Coach] >>> VALID @Epoch: 452  >>> 
2023-09-21 14:20:43,640:	[Coach] >>> TEST  @Epoch: 452  >>> 
2023-09-21 14:20:50,155:	[Wall TIME] >>> ChiefCoach.train takes 6.514931 seconds ...
2023-09-21 14:20:50,228:	[Coach] >>> TRAIN @Epoch: 453  >>>  || LOSS Avg: 6.51029
2023-09-21 14:20:50,228:	[Coach] >>> VALID @Epoch: 453  >>> 
2023-09-21 14:20:50,229:	[Coach] >>> TEST  @Epoch: 453  >>> 
2023-09-21 14:20:55,881:	[Wall TIME] >>> ChiefCoach.train takes 5.652692 seconds ...
2023-09-21 14:20:55,952:	[Coach] >>> TRAIN @Epoch: 454  >>>  || LOSS Avg: 6.51268
2023-09-21 14:20:55,952:	[Coach] >>> VALID @Epoch: 454  >>> 
2023-09-21 14:20:55,952:	[Coach] >>> TEST  @Epoch: 454  >>> 
2023-09-21 14:21:00,627:	[Wall TIME] >>> ChiefCoach.train takes 4.674753 seconds ...
2023-09-21 14:21:06,096:	[Wall TIME] >>> ChiefCoach.valid takes 5.406374 seconds ...
2023-09-21 14:21:06,096:	[Coach] >>> TRAIN @Epoch: 455  >>>  || LOSS Avg: 6.50558
2023-09-21 14:21:06,096:	[Coach] >>> VALID @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0258 || HITRATE@5 Avg: 0.0733 || HITRATE@10 Avg: 0.1045 || NDCG@5 Avg: 0.0499 || NDCG@10 Avg: 0.0600
2023-09-21 14:21:06,096:	[Coach] >>> TEST  @Epoch: 455  >>> 
2023-09-21 14:21:12,353:	[Wall TIME] >>> ChiefCoach.train takes 6.256113 seconds ...
2023-09-21 14:21:12,442:	[Coach] >>> TRAIN @Epoch: 456  >>>  || LOSS Avg: 6.50455
2023-09-21 14:21:12,442:	[Coach] >>> VALID @Epoch: 456  >>> 
2023-09-21 14:21:12,442:	[Coach] >>> TEST  @Epoch: 456  >>> 
2023-09-21 14:21:18,863:	[Wall TIME] >>> ChiefCoach.train takes 6.420805 seconds ...
2023-09-21 14:21:18,950:	[Coach] >>> TRAIN @Epoch: 457  >>>  || LOSS Avg: 6.51816
2023-09-21 14:21:18,950:	[Coach] >>> VALID @Epoch: 457  >>> 
2023-09-21 14:21:18,950:	[Coach] >>> TEST  @Epoch: 457  >>> 
2023-09-21 14:21:25,325:	[Wall TIME] >>> ChiefCoach.train takes 6.374995 seconds ...
2023-09-21 14:21:25,416:	[Coach] >>> TRAIN @Epoch: 458  >>>  || LOSS Avg: 6.52587
2023-09-21 14:21:25,416:	[Coach] >>> VALID @Epoch: 458  >>> 
2023-09-21 14:21:25,416:	[Coach] >>> TEST  @Epoch: 458  >>> 
2023-09-21 14:21:31,310:	[Wall TIME] >>> ChiefCoach.train takes 5.893797 seconds ...
2023-09-21 14:21:31,380:	[Coach] >>> TRAIN @Epoch: 459  >>>  || LOSS Avg: 6.49726
2023-09-21 14:21:31,381:	[Coach] >>> VALID @Epoch: 459  >>> 
2023-09-21 14:21:31,381:	[Coach] >>> TEST  @Epoch: 459  >>> 
2023-09-21 14:21:35,795:	[Wall TIME] >>> ChiefCoach.train takes 4.413691 seconds ...
2023-09-21 14:21:41,350:	[Wall TIME] >>> ChiefCoach.valid takes 5.490109 seconds ...
2023-09-21 14:21:41,350:	[Coach] >>> TRAIN @Epoch: 460  >>>  || LOSS Avg: 6.51406
2023-09-21 14:21:41,351:	[Coach] >>> VALID @Epoch: 460  >>>  || HITRATE@1 Avg: 0.0252 || HITRATE@5 Avg: 0.0730 || HITRATE@10 Avg: 0.1049 || NDCG@5 Avg: 0.0495 || NDCG@10 Avg: 0.0598
2023-09-21 14:21:41,351:	[Coach] >>> TEST  @Epoch: 460  >>> 
2023-09-21 14:21:47,608:	[Wall TIME] >>> ChiefCoach.train takes 6.257060 seconds ...
2023-09-21 14:21:47,680:	[Coach] >>> TRAIN @Epoch: 461  >>>  || LOSS Avg: 6.48627
2023-09-21 14:21:47,680:	[Coach] >>> VALID @Epoch: 461  >>> 
2023-09-21 14:21:47,680:	[Coach] >>> TEST  @Epoch: 461  >>> 
2023-09-21 14:21:54,263:	[Wall TIME] >>> ChiefCoach.train takes 6.583078 seconds ...
2023-09-21 14:21:54,348:	[Coach] >>> TRAIN @Epoch: 462  >>>  || LOSS Avg: 6.47854
2023-09-21 14:21:54,348:	[Coach] >>> VALID @Epoch: 462  >>> 
2023-09-21 14:21:54,348:	[Coach] >>> TEST  @Epoch: 462  >>> 
2023-09-21 14:22:00,683:	[Wall TIME] >>> ChiefCoach.train takes 6.334407 seconds ...
2023-09-21 14:22:00,761:	[Coach] >>> TRAIN @Epoch: 463  >>>  || LOSS Avg: 6.51777
2023-09-21 14:22:00,761:	[Coach] >>> VALID @Epoch: 463  >>> 
2023-09-21 14:22:00,761:	[Coach] >>> TEST  @Epoch: 463  >>> 
2023-09-21 14:22:06,997:	[Wall TIME] >>> ChiefCoach.train takes 6.235686 seconds ...
2023-09-21 14:22:07,069:	[Coach] >>> TRAIN @Epoch: 464  >>>  || LOSS Avg: 6.52112
2023-09-21 14:22:07,069:	[Coach] >>> VALID @Epoch: 464  >>> 
2023-09-21 14:22:07,069:	[Coach] >>> TEST  @Epoch: 464  >>> 
2023-09-21 14:22:11,812:	[Wall TIME] >>> ChiefCoach.train takes 4.742587 seconds ...
2023-09-21 14:22:17,626:	[Wall TIME] >>> ChiefCoach.valid takes 5.742421 seconds ...
2023-09-21 14:22:17,627:	[Coach] >>> TRAIN @Epoch: 465  >>>  || LOSS Avg: 6.50324
2023-09-21 14:22:17,627:	[Coach] >>> VALID @Epoch: 465  >>>  || HITRATE@1 Avg: 0.0240 || HITRATE@5 Avg: 0.0704 || HITRATE@10 Avg: 0.1039 || NDCG@5 Avg: 0.0477 || NDCG@10 Avg: 0.0585
2023-09-21 14:22:17,627:	[Coach] >>> TEST  @Epoch: 465  >>> 
2023-09-21 14:22:23,778:	[Wall TIME] >>> ChiefCoach.train takes 6.150592 seconds ...
2023-09-21 14:22:23,845:	[Coach] >>> TRAIN @Epoch: 466  >>>  || LOSS Avg: 6.52711
2023-09-21 14:22:23,845:	[Coach] >>> VALID @Epoch: 466  >>> 
2023-09-21 14:22:23,846:	[Coach] >>> TEST  @Epoch: 466  >>> 
2023-09-21 14:22:30,332:	[Wall TIME] >>> ChiefCoach.train takes 6.486078 seconds ...
2023-09-21 14:22:30,410:	[Coach] >>> TRAIN @Epoch: 467  >>>  || LOSS Avg: 6.47590
2023-09-21 14:22:30,410:	[Coach] >>> VALID @Epoch: 467  >>> 
2023-09-21 14:22:30,410:	[Coach] >>> TEST  @Epoch: 467  >>> 
2023-09-21 14:22:36,505:	[Wall TIME] >>> ChiefCoach.train takes 6.094122 seconds ...
2023-09-21 14:22:36,584:	[Coach] >>> TRAIN @Epoch: 468  >>>  || LOSS Avg: 6.47423
2023-09-21 14:22:36,584:	[Coach] >>> VALID @Epoch: 468  >>> 
2023-09-21 14:22:36,584:	[Coach] >>> TEST  @Epoch: 468  >>> 
2023-09-21 14:22:42,477:	[Wall TIME] >>> ChiefCoach.train takes 5.892612 seconds ...
2023-09-21 14:22:42,561:	[Coach] >>> TRAIN @Epoch: 469  >>>  || LOSS Avg: 6.51045
2023-09-21 14:22:42,562:	[Coach] >>> VALID @Epoch: 469  >>> 
2023-09-21 14:22:42,562:	[Coach] >>> TEST  @Epoch: 469  >>> 
2023-09-21 14:22:47,108:	[Wall TIME] >>> ChiefCoach.train takes 4.546166 seconds ...
2023-09-21 14:22:52,622:	[Wall TIME] >>> ChiefCoach.valid takes 5.444337 seconds ...
2023-09-21 14:22:52,622:	[Coach] >>> TRAIN @Epoch: 470  >>>  || LOSS Avg: 6.51797
2023-09-21 14:22:52,622:	[Coach] >>> VALID @Epoch: 470  >>>  || HITRATE@1 Avg: 0.0245 || HITRATE@5 Avg: 0.0723 || HITRATE@10 Avg: 0.1031 || NDCG@5 Avg: 0.0488 || NDCG@10 Avg: 0.0587
2023-09-21 14:22:52,623:	[Coach] >>> TEST  @Epoch: 470  >>> 
2023-09-21 14:22:59,291:	[Wall TIME] >>> ChiefCoach.train takes 6.667686 seconds ...
2023-09-21 14:22:59,358:	[Coach] >>> TRAIN @Epoch: 471  >>>  || LOSS Avg: 6.48236
2023-09-21 14:22:59,358:	[Coach] >>> VALID @Epoch: 471  >>> 
2023-09-21 14:22:59,358:	[Coach] >>> TEST  @Epoch: 471  >>> 
2023-09-21 14:23:05,547:	[Wall TIME] >>> ChiefCoach.train takes 6.188252 seconds ...
2023-09-21 14:23:05,623:	[Coach] >>> TRAIN @Epoch: 472  >>>  || LOSS Avg: 6.48253
2023-09-21 14:23:05,623:	[Coach] >>> VALID @Epoch: 472  >>> 
2023-09-21 14:23:05,623:	[Coach] >>> TEST  @Epoch: 472  >>> 
2023-09-21 14:23:12,057:	[Wall TIME] >>> ChiefCoach.train takes 6.434240 seconds ...
2023-09-21 14:23:12,146:	[Coach] >>> TRAIN @Epoch: 473  >>>  || LOSS Avg: 6.48800
2023-09-21 14:23:12,146:	[Coach] >>> VALID @Epoch: 473  >>> 
2023-09-21 14:23:12,146:	[Coach] >>> TEST  @Epoch: 473  >>> 
2023-09-21 14:23:18,250:	[Wall TIME] >>> ChiefCoach.train takes 6.103736 seconds ...
2023-09-21 14:23:18,341:	[Coach] >>> TRAIN @Epoch: 474  >>>  || LOSS Avg: 6.48929
2023-09-21 14:23:18,341:	[Coach] >>> VALID @Epoch: 474  >>> 
2023-09-21 14:23:18,341:	[Coach] >>> TEST  @Epoch: 474  >>> 
2023-09-21 14:23:22,664:	[Wall TIME] >>> ChiefCoach.train takes 4.323038 seconds ...
2023-09-21 14:23:27,827:	[Wall TIME] >>> ChiefCoach.valid takes 5.100541 seconds ...
2023-09-21 14:23:27,828:	[Coach] >>> TRAIN @Epoch: 475  >>>  || LOSS Avg: 6.50336
2023-09-21 14:23:27,828:	[Coach] >>> VALID @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0248 || HITRATE@5 Avg: 0.0732 || HITRATE@10 Avg: 0.1052 || NDCG@5 Avg: 0.0497 || NDCG@10 Avg: 0.0600
2023-09-21 14:23:27,828:	[Coach] >>> TEST  @Epoch: 475  >>> 
2023-09-21 14:23:34,380:	[Wall TIME] >>> ChiefCoach.train takes 6.551675 seconds ...
2023-09-21 14:23:34,480:	[Coach] >>> TRAIN @Epoch: 476  >>>  || LOSS Avg: 6.47439
2023-09-21 14:23:34,480:	[Coach] >>> VALID @Epoch: 476  >>> 
2023-09-21 14:23:34,480:	[Coach] >>> TEST  @Epoch: 476  >>> 
2023-09-21 14:23:41,220:	[Wall TIME] >>> ChiefCoach.train takes 6.739517 seconds ...
2023-09-21 14:23:41,290:	[Coach] >>> TRAIN @Epoch: 477  >>>  || LOSS Avg: 6.46745
2023-09-21 14:23:41,290:	[Coach] >>> VALID @Epoch: 477  >>> 
2023-09-21 14:23:41,290:	[Coach] >>> TEST  @Epoch: 477  >>> 
2023-09-21 14:23:47,495:	[Wall TIME] >>> ChiefCoach.train takes 6.204607 seconds ...
2023-09-21 14:23:47,579:	[Coach] >>> TRAIN @Epoch: 478  >>>  || LOSS Avg: 6.44536
2023-09-21 14:23:47,579:	[Coach] >>> VALID @Epoch: 478  >>> 
2023-09-21 14:23:47,579:	[Coach] >>> TEST  @Epoch: 478  >>> 
2023-09-21 14:23:53,725:	[Wall TIME] >>> ChiefCoach.train takes 6.146304 seconds ...
2023-09-21 14:23:53,798:	[Coach] >>> TRAIN @Epoch: 479  >>>  || LOSS Avg: 6.48859
2023-09-21 14:23:53,798:	[Coach] >>> VALID @Epoch: 479  >>> 
2023-09-21 14:23:53,798:	[Coach] >>> TEST  @Epoch: 479  >>> 
2023-09-21 14:23:58,306:	[Wall TIME] >>> ChiefCoach.train takes 4.507758 seconds ...
2023-09-21 14:24:03,742:	[Wall TIME] >>> ChiefCoach.valid takes 5.351304 seconds ...
2023-09-21 14:24:03,743:	[Coach] >>> TRAIN @Epoch: 480  >>>  || LOSS Avg: 6.49644
2023-09-21 14:24:03,743:	[Coach] >>> VALID @Epoch: 480  >>>  || HITRATE@1 Avg: 0.0249 || HITRATE@5 Avg: 0.0736 || HITRATE@10 Avg: 0.1058 || NDCG@5 Avg: 0.0497 || NDCG@10 Avg: 0.0601
2023-09-21 14:24:03,743:	[Coach] >>> TEST  @Epoch: 480  >>> 
2023-09-21 14:24:09,863:	[Wall TIME] >>> ChiefCoach.train takes 6.119865 seconds ...
2023-09-21 14:24:09,951:	[Coach] >>> TRAIN @Epoch: 481  >>>  || LOSS Avg: 6.47476
2023-09-21 14:24:09,951:	[Coach] >>> VALID @Epoch: 481  >>> 
2023-09-21 14:24:09,951:	[Coach] >>> TEST  @Epoch: 481  >>> 
2023-09-21 14:24:16,110:	[Wall TIME] >>> ChiefCoach.train takes 6.158961 seconds ...
2023-09-21 14:24:16,188:	[Coach] >>> TRAIN @Epoch: 482  >>>  || LOSS Avg: 6.48396
2023-09-21 14:24:16,188:	[Coach] >>> VALID @Epoch: 482  >>> 
2023-09-21 14:24:16,188:	[Coach] >>> TEST  @Epoch: 482  >>> 
2023-09-21 14:24:22,557:	[Wall TIME] >>> ChiefCoach.train takes 6.368448 seconds ...
2023-09-21 14:24:22,620:	[Coach] >>> TRAIN @Epoch: 483  >>>  || LOSS Avg: 6.46562
2023-09-21 14:24:22,620:	[Coach] >>> VALID @Epoch: 483  >>> 
2023-09-21 14:24:22,620:	[Coach] >>> TEST  @Epoch: 483  >>> 
2023-09-21 14:24:28,920:	[Wall TIME] >>> ChiefCoach.train takes 6.300168 seconds ...
2023-09-21 14:24:28,983:	[Coach] >>> TRAIN @Epoch: 484  >>>  || LOSS Avg: 6.46489
2023-09-21 14:24:28,983:	[Coach] >>> VALID @Epoch: 484  >>> 
2023-09-21 14:24:28,984:	[Coach] >>> TEST  @Epoch: 484  >>> 
2023-09-21 14:24:33,530:	[Wall TIME] >>> ChiefCoach.train takes 4.546065 seconds ...
2023-09-21 14:24:38,773:	[Wall TIME] >>> ChiefCoach.valid takes 5.176997 seconds ...
2023-09-21 14:24:38,773:	[Coach] >>> TRAIN @Epoch: 485  >>>  || LOSS Avg: 6.46559
2023-09-21 14:24:38,773:	[Coach] >>> VALID @Epoch: 485  >>>  || HITRATE@1 Avg: 0.0258 || HITRATE@5 Avg: 0.0733 || HITRATE@10 Avg: 0.1047 || NDCG@5 Avg: 0.0498 || NDCG@10 Avg: 0.0599
2023-09-21 14:24:38,773:	[Coach] >>> TEST  @Epoch: 485  >>> 
2023-09-21 14:24:45,023:	[Wall TIME] >>> ChiefCoach.train takes 6.249275 seconds ...
2023-09-21 14:24:45,100:	[Coach] >>> TRAIN @Epoch: 486  >>>  || LOSS Avg: 6.50522
2023-09-21 14:24:45,101:	[Coach] >>> VALID @Epoch: 486  >>> 
2023-09-21 14:24:45,101:	[Coach] >>> TEST  @Epoch: 486  >>> 
2023-09-21 14:24:51,463:	[Wall TIME] >>> ChiefCoach.train takes 6.362208 seconds ...
2023-09-21 14:24:51,591:	[Coach] >>> TRAIN @Epoch: 487  >>>  || LOSS Avg: 6.46673
2023-09-21 14:24:51,591:	[Coach] >>> VALID @Epoch: 487  >>> 
2023-09-21 14:24:51,591:	[Coach] >>> TEST  @Epoch: 487  >>> 
2023-09-21 14:24:57,994:	[Wall TIME] >>> ChiefCoach.train takes 6.401915 seconds ...
2023-09-21 14:24:58,179:	[Coach] >>> TRAIN @Epoch: 488  >>>  || LOSS Avg: 6.48680
2023-09-21 14:24:58,179:	[Coach] >>> VALID @Epoch: 488  >>> 
2023-09-21 14:24:58,179:	[Coach] >>> TEST  @Epoch: 488  >>> 
2023-09-21 14:25:04,725:	[Wall TIME] >>> ChiefCoach.train takes 6.545667 seconds ...
2023-09-21 14:25:04,791:	[Coach] >>> TRAIN @Epoch: 489  >>>  || LOSS Avg: 6.49571
2023-09-21 14:25:04,792:	[Coach] >>> VALID @Epoch: 489  >>> 
2023-09-21 14:25:04,792:	[Coach] >>> TEST  @Epoch: 489  >>> 
2023-09-21 14:25:09,230:	[Wall TIME] >>> ChiefCoach.train takes 4.438314 seconds ...
2023-09-21 14:25:14,705:	[Wall TIME] >>> ChiefCoach.valid takes 5.399359 seconds ...
2023-09-21 14:25:14,706:	[Coach] >>> TRAIN @Epoch: 490  >>>  || LOSS Avg: 6.47507
2023-09-21 14:25:14,706:	[Coach] >>> VALID @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0257 || HITRATE@5 Avg: 0.0734 || HITRATE@10 Avg: 0.1063 || NDCG@5 Avg: 0.0499 || NDCG@10 Avg: 0.0605
2023-09-21 14:25:14,706:	[Coach] >>> TEST  @Epoch: 490  >>> 
2023-09-21 14:25:21,500:	[Wall TIME] >>> ChiefCoach.train takes 6.794055 seconds ...
2023-09-21 14:25:21,565:	[Coach] >>> TRAIN @Epoch: 491  >>>  || LOSS Avg: 6.49335
2023-09-21 14:25:21,566:	[Coach] >>> VALID @Epoch: 491  >>> 
2023-09-21 14:25:21,566:	[Coach] >>> TEST  @Epoch: 491  >>> 
2023-09-21 14:25:28,038:	[Wall TIME] >>> ChiefCoach.train takes 6.472177 seconds ...
2023-09-21 14:25:28,105:	[Coach] >>> TRAIN @Epoch: 492  >>>  || LOSS Avg: 6.46939
2023-09-21 14:25:28,105:	[Coach] >>> VALID @Epoch: 492  >>> 
2023-09-21 14:25:28,105:	[Coach] >>> TEST  @Epoch: 492  >>> 
2023-09-21 14:25:34,488:	[Wall TIME] >>> ChiefCoach.train takes 6.382703 seconds ...
2023-09-21 14:25:34,560:	[Coach] >>> TRAIN @Epoch: 493  >>>  || LOSS Avg: 6.47357
2023-09-21 14:25:34,561:	[Coach] >>> VALID @Epoch: 493  >>> 
2023-09-21 14:25:34,561:	[Coach] >>> TEST  @Epoch: 493  >>> 
2023-09-21 14:25:40,832:	[Wall TIME] >>> ChiefCoach.train takes 6.271294 seconds ...
2023-09-21 14:25:40,916:	[Coach] >>> TRAIN @Epoch: 494  >>>  || LOSS Avg: 6.48381
2023-09-21 14:25:40,916:	[Coach] >>> VALID @Epoch: 494  >>> 
2023-09-21 14:25:40,916:	[Coach] >>> TEST  @Epoch: 494  >>> 
2023-09-21 14:25:45,560:	[Wall TIME] >>> ChiefCoach.train takes 4.644034 seconds ...
2023-09-21 14:25:51,134:	[Wall TIME] >>> ChiefCoach.valid takes 5.502529 seconds ...
2023-09-21 14:25:51,134:	[Coach] >>> TRAIN @Epoch: 495  >>>  || LOSS Avg: 6.48917
2023-09-21 14:25:51,134:	[Coach] >>> VALID @Epoch: 495  >>>  || HITRATE@1 Avg: 0.0250 || HITRATE@5 Avg: 0.0727 || HITRATE@10 Avg: 0.1058 || NDCG@5 Avg: 0.0492 || NDCG@10 Avg: 0.0599
2023-09-21 14:25:51,134:	[Coach] >>> TEST  @Epoch: 495  >>> 
2023-09-21 14:25:57,590:	[Wall TIME] >>> ChiefCoach.train takes 6.455729 seconds ...
2023-09-21 14:25:57,660:	[Coach] >>> TRAIN @Epoch: 496  >>>  || LOSS Avg: 6.46115
2023-09-21 14:25:57,660:	[Coach] >>> VALID @Epoch: 496  >>> 
2023-09-21 14:25:57,661:	[Coach] >>> TEST  @Epoch: 496  >>> 
2023-09-21 14:26:03,921:	[Wall TIME] >>> ChiefCoach.train takes 6.259799 seconds ...
2023-09-21 14:26:04,012:	[Coach] >>> TRAIN @Epoch: 497  >>>  || LOSS Avg: 6.46778
2023-09-21 14:26:04,013:	[Coach] >>> VALID @Epoch: 497  >>> 
2023-09-21 14:26:04,013:	[Coach] >>> TEST  @Epoch: 497  >>> 
2023-09-21 14:26:10,364:	[Wall TIME] >>> ChiefCoach.train takes 6.351110 seconds ...
2023-09-21 14:26:10,451:	[Coach] >>> TRAIN @Epoch: 498  >>>  || LOSS Avg: 6.49193
2023-09-21 14:26:10,451:	[Coach] >>> VALID @Epoch: 498  >>> 
2023-09-21 14:26:10,451:	[Coach] >>> TEST  @Epoch: 498  >>> 
2023-09-21 14:26:16,679:	[Wall TIME] >>> ChiefCoach.train takes 6.227777 seconds ...
2023-09-21 14:26:16,771:	[Coach] >>> TRAIN @Epoch: 499  >>>  || LOSS Avg: 6.47421
2023-09-21 14:26:16,772:	[Coach] >>> VALID @Epoch: 499  >>> 
2023-09-21 14:26:16,772:	[Coach] >>> TEST  @Epoch: 499  >>> 
2023-09-21 14:26:21,353:	[Wall TIME] >>> ChiefCoach.train takes 4.581295 seconds ...
2023-09-21 14:26:24,759:	[Wall TIME] >>> ChiefCoach.valid takes 3.380701 seconds ...
2023-09-21 14:26:27,442:	[Wall TIME] >>> ChiefCoach.test takes 2.683042 seconds ...
2023-09-21 14:26:27,443:	[Coach] >>> TRAIN @Epoch: 500  >>>  || LOSS Avg: 6.47763
2023-09-21 14:26:27,443:	[Coach] >>> VALID @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0251 || HITRATE@5 Avg: 0.0740 || HITRATE@10 Avg: 0.1059 || NDCG@5 Avg: 0.0501 || NDCG@10 Avg: 0.0604
2023-09-21 14:26:27,443:	[Coach] >>> TEST  @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0175 || HITRATE@5 Avg: 0.0512 || HITRATE@10 Avg: 0.0762 || NDCG@5 Avg: 0.0345 || NDCG@10 Avg: 0.0425
2023-09-21 14:26:28,912:	   Prefix      Metric      Best  @Epoch
0   train        LOSS  6.445362     477
1   valid   HITRATE@1  0.026204     385
2   valid   HITRATE@5  0.075079     385
3   valid  HITRATE@10  0.106828     390
4   valid      NDCG@5  0.050927     385
5   valid     NDCG@10  0.061048     385
6    test   HITRATE@1  0.017529       0
7    test   HITRATE@5  0.051156       0
8    test  HITRATE@10  0.076197       0
9    test      NDCG@5  0.034476       0
10   test     NDCG@10  0.042521       0
2023-09-21 14:26:28,913:	[LoG_PaTH] >>> ./logs/Beauty-5/AmazonBeauty_550_Chron/0-0921132723
2023-09-21 14:26:29,033:	[Wall TIME] >>> Coach.summary takes 1.590184 seconds ...
2023-09-21 14:26:29,033:	[Coach] >>> Load best model @Epoch 385  
2023-09-21 14:26:32,356:	[Wall TIME] >>> ChiefCoach.valid takes 3.301584 seconds ...
2023-09-21 14:26:35,152:	[Wall TIME] >>> ChiefCoach.test takes 2.795349 seconds ...
2023-09-21 14:26:35,152:	[Coach] >>> TRAIN @Epoch: 385  >>> 
2023-09-21 14:26:35,153:	[Coach] >>> VALID @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0262 || HITRATE@5 Avg: 0.0751 || HITRATE@10 Avg: 0.1064 || NDCG@5 Avg: 0.0509 || NDCG@10 Avg: 0.0610
2023-09-21 14:26:35,153:	[Coach] >>> TEST  @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0161 || HITRATE@5 Avg: 0.0521 || HITRATE@10 Avg: 0.0764 || NDCG@5 Avg: 0.0344 || NDCG@10 Avg: 0.0422
2023-09-21 14:26:35,165:	[Wall TIME] >>> Coach.fit takes 3544.036262 seconds ...
