2023-09-21 15:59:22,657:	========================================================================
2023-09-21 15:59:22,657:	========================================================================
2023-09-21 15:59:22,657:	========================================================================
2023-09-21 15:59:22,657:	[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True
2023-09-21 15:59:22,658:	[Seed] >>> Set seed: 0
2023-09-21 15:59:22,658:	[PARSER] >>>
[BENCHMARK: False] 
[SEED: 0] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: Tools-5] 
[root: ../../data] 
[dataset: AmazonTools_550_Chron] 
[config: configs/AmazonTools_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: 0.001] 
[batch_size: 256] 
[epochs: 500] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0921155918] 
[maxlen: 50] 
[maxlen4graph: 50] 
[num_heads: 4] 
[num_blocks: 2] 
[hidden_size: 64] 
[dropout_rate: 0.3] 
[mask_prob: 0.4] 
[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/Tools-5/AmazonTools_550_Chron/0] 
[LOG_PATH: ./logs/Tools-5/AmazonTools_550_Chron/0-0921155918] 

2023-09-21 15:59:22,659:	[Wall TIME] >>> Parser.compile takes 0.007299 seconds ...
2023-09-21 15:59:22,668:	[AmazonTools_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Sparse,FieldTags.User]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Sparse,FieldTags.Item]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Timestamp,FieldTags.Dense]
2023-09-21 15:59:22,749:	+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |     Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+
| 16638  | 10217  | 8.08246183435509 |     134476    | 101200 | 16638  | 16638 | 0.0007910797527997544 |
+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+
2023-09-21 15:59:22,749:	[Wall TIME] >>> RecDataSet.compile takes 0.089962 seconds ...
2023-09-21 15:59:23,008:	[Wall TIME] >>> SeqValidYielder.prepare takes 0.065722 seconds ...
2023-09-21 15:59:23,080:	[Wall TIME] >>> SeqTestYielder.prepare takes 0.071500 seconds ...
2023-09-21 15:59:26,380:	[Coach] >>> Set best meter: NDCG@10 
2023-09-21 15:59:26,381:	[Wall TIME] >>> Coach.compile takes 0.001004 seconds ...
2023-09-21 15:59:28,445:	[Wall TIME] >>> ChiefCoach.valid takes 2.036384 seconds ...
2023-09-21 15:59:28,445:	[Coach] >>> Better ***NDCG@10*** of ***0.0002*** 
2023-09-21 15:59:28,464:	[Coach] >>> TRAIN @Epoch: 0    >>> 
2023-09-21 15:59:28,464:	[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0001 || HITRATE@5 Avg: 0.0002 || HITRATE@10 Avg: 0.0003 || NDCG@5 Avg: 0.0001 || NDCG@10 Avg: 0.0002
2023-09-21 15:59:28,464:	[Coach] >>> TEST  @Epoch: 0    >>> 
2023-09-21 15:59:31,107:	[Wall TIME] >>> ChiefCoach.train takes 2.642750 seconds ...
2023-09-21 15:59:31,162:	[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 9.16723
2023-09-21 15:59:31,162:	[Coach] >>> VALID @Epoch: 1    >>> 
2023-09-21 15:59:31,162:	[Coach] >>> TEST  @Epoch: 1    >>> 
2023-09-21 15:59:33,847:	[Wall TIME] >>> ChiefCoach.train takes 2.685218 seconds ...
2023-09-21 15:59:33,902:	[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 9.09583
2023-09-21 15:59:33,902:	[Coach] >>> VALID @Epoch: 2    >>> 
2023-09-21 15:59:33,903:	[Coach] >>> TEST  @Epoch: 2    >>> 
2023-09-21 15:59:36,601:	[Wall TIME] >>> ChiefCoach.train takes 2.698215 seconds ...
2023-09-21 15:59:36,664:	[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 9.06132
2023-09-21 15:59:36,664:	[Coach] >>> VALID @Epoch: 3    >>> 
2023-09-21 15:59:36,664:	[Coach] >>> TEST  @Epoch: 3    >>> 
2023-09-21 15:59:39,228:	[Wall TIME] >>> ChiefCoach.train takes 2.563453 seconds ...
2023-09-21 15:59:39,286:	[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 9.04607
2023-09-21 15:59:39,286:	[Coach] >>> VALID @Epoch: 4    >>> 
2023-09-21 15:59:39,286:	[Coach] >>> TEST  @Epoch: 4    >>> 
2023-09-21 15:59:41,917:	[Wall TIME] >>> ChiefCoach.train takes 2.630465 seconds ...
2023-09-21 15:59:43,631:	[Wall TIME] >>> ChiefCoach.valid takes 1.659058 seconds ...
2023-09-21 15:59:43,631:	[Coach] >>> Better ***NDCG@10*** of ***0.0031*** 
2023-09-21 15:59:43,650:	[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 8.98661
2023-09-21 15:59:43,650:	[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0005 || HITRATE@5 Avg: 0.0044 || HITRATE@10 Avg: 0.0067 || NDCG@5 Avg: 0.0023 || NDCG@10 Avg: 0.0031
2023-09-21 15:59:43,650:	[Coach] >>> TEST  @Epoch: 5    >>> 
2023-09-21 15:59:46,402:	[Wall TIME] >>> ChiefCoach.train takes 2.751679 seconds ...
2023-09-21 15:59:46,480:	[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 8.91676
2023-09-21 15:59:46,480:	[Coach] >>> VALID @Epoch: 6    >>> 
2023-09-21 15:59:46,480:	[Coach] >>> TEST  @Epoch: 6    >>> 
2023-09-21 15:59:49,174:	[Wall TIME] >>> ChiefCoach.train takes 2.693620 seconds ...
2023-09-21 15:59:49,241:	[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 8.84673
2023-09-21 15:59:49,241:	[Coach] >>> VALID @Epoch: 7    >>> 
2023-09-21 15:59:49,241:	[Coach] >>> TEST  @Epoch: 7    >>> 
2023-09-21 15:59:51,958:	[Wall TIME] >>> ChiefCoach.train takes 2.716505 seconds ...
2023-09-21 15:59:52,015:	[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 8.77816
2023-09-21 15:59:52,015:	[Coach] >>> VALID @Epoch: 8    >>> 
2023-09-21 15:59:52,015:	[Coach] >>> TEST  @Epoch: 8    >>> 
2023-09-21 15:59:54,568:	[Wall TIME] >>> ChiefCoach.train takes 2.552802 seconds ...
2023-09-21 15:59:54,629:	[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 8.71434
2023-09-21 15:59:54,629:	[Coach] >>> VALID @Epoch: 9    >>> 
2023-09-21 15:59:54,629:	[Coach] >>> TEST  @Epoch: 9    >>> 
2023-09-21 15:59:57,229:	[Wall TIME] >>> ChiefCoach.train takes 2.600062 seconds ...
2023-09-21 15:59:58,972:	[Wall TIME] >>> ChiefCoach.valid takes 1.689406 seconds ...
2023-09-21 15:59:58,972:	[Coach] >>> Better ***NDCG@10*** of ***0.0106*** 
2023-09-21 15:59:58,992:	[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 8.66573
2023-09-21 15:59:58,992:	[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0034 || HITRATE@5 Avg: 0.0129 || HITRATE@10 Avg: 0.0204 || NDCG@5 Avg: 0.0082 || NDCG@10 Avg: 0.0106
2023-09-21 15:59:58,992:	[Coach] >>> TEST  @Epoch: 10   >>> 
2023-09-21 16:00:01,668:	[Wall TIME] >>> ChiefCoach.train takes 2.675614 seconds ...
2023-09-21 16:00:01,738:	[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 8.62343
2023-09-21 16:00:01,738:	[Coach] >>> VALID @Epoch: 11   >>> 
2023-09-21 16:00:01,738:	[Coach] >>> TEST  @Epoch: 11   >>> 
2023-09-21 16:00:04,274:	[Wall TIME] >>> ChiefCoach.train takes 2.535567 seconds ...
2023-09-21 16:00:04,338:	[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 8.58258
2023-09-21 16:00:04,338:	[Coach] >>> VALID @Epoch: 12   >>> 
2023-09-21 16:00:04,338:	[Coach] >>> TEST  @Epoch: 12   >>> 
2023-09-21 16:00:07,050:	[Wall TIME] >>> ChiefCoach.train takes 2.711553 seconds ...
2023-09-21 16:00:07,108:	[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 8.53824
2023-09-21 16:00:07,108:	[Coach] >>> VALID @Epoch: 13   >>> 
2023-09-21 16:00:07,108:	[Coach] >>> TEST  @Epoch: 13   >>> 
2023-09-21 16:00:09,783:	[Wall TIME] >>> ChiefCoach.train takes 2.674635 seconds ...
2023-09-21 16:00:09,844:	[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 8.51599
2023-09-21 16:00:09,844:	[Coach] >>> VALID @Epoch: 14   >>> 
2023-09-21 16:00:09,844:	[Coach] >>> TEST  @Epoch: 14   >>> 
2023-09-21 16:00:12,451:	[Wall TIME] >>> ChiefCoach.train takes 2.606962 seconds ...
2023-09-21 16:00:14,218:	[Wall TIME] >>> ChiefCoach.valid takes 1.708143 seconds ...
2023-09-21 16:00:14,218:	[Coach] >>> Better ***NDCG@10*** of ***0.0155*** 
2023-09-21 16:00:14,234:	[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 8.47455
2023-09-21 16:00:14,235:	[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0055 || HITRATE@5 Avg: 0.0186 || HITRATE@10 Avg: 0.0299 || NDCG@5 Avg: 0.0119 || NDCG@10 Avg: 0.0155
2023-09-21 16:00:14,235:	[Coach] >>> TEST  @Epoch: 15   >>> 
2023-09-21 16:00:16,844:	[Wall TIME] >>> ChiefCoach.train takes 2.608756 seconds ...
2023-09-21 16:00:16,899:	[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 8.46502
2023-09-21 16:00:16,899:	[Coach] >>> VALID @Epoch: 16   >>> 
2023-09-21 16:00:16,900:	[Coach] >>> TEST  @Epoch: 16   >>> 
2023-09-21 16:00:19,528:	[Wall TIME] >>> ChiefCoach.train takes 2.628436 seconds ...
2023-09-21 16:00:19,586:	[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 8.42703
2023-09-21 16:00:19,587:	[Coach] >>> VALID @Epoch: 17   >>> 
2023-09-21 16:00:19,587:	[Coach] >>> TEST  @Epoch: 17   >>> 
2023-09-21 16:00:22,320:	[Wall TIME] >>> ChiefCoach.train takes 2.732776 seconds ...
2023-09-21 16:00:22,375:	[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 8.40472
2023-09-21 16:00:22,375:	[Coach] >>> VALID @Epoch: 18   >>> 
2023-09-21 16:00:22,376:	[Coach] >>> TEST  @Epoch: 18   >>> 
2023-09-21 16:00:24,945:	[Wall TIME] >>> ChiefCoach.train takes 2.569709 seconds ...
2023-09-21 16:00:25,010:	[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 8.38671
2023-09-21 16:00:25,010:	[Coach] >>> VALID @Epoch: 19   >>> 
2023-09-21 16:00:25,010:	[Coach] >>> TEST  @Epoch: 19   >>> 
2023-09-21 16:00:27,596:	[Wall TIME] >>> ChiefCoach.train takes 2.585251 seconds ...
2023-09-21 16:00:29,345:	[Wall TIME] >>> ChiefCoach.valid takes 1.689893 seconds ...
2023-09-21 16:00:29,345:	[Coach] >>> Better ***NDCG@10*** of ***0.0165*** 
2023-09-21 16:00:29,365:	[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 8.36396
2023-09-21 16:00:29,365:	[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0056 || HITRATE@5 Avg: 0.0192 || HITRATE@10 Avg: 0.0317 || NDCG@5 Avg: 0.0125 || NDCG@10 Avg: 0.0165
2023-09-21 16:00:29,366:	[Coach] >>> TEST  @Epoch: 20   >>> 
2023-09-21 16:00:32,054:	[Wall TIME] >>> ChiefCoach.train takes 2.687797 seconds ...
2023-09-21 16:00:32,110:	[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 8.34458
2023-09-21 16:00:32,110:	[Coach] >>> VALID @Epoch: 21   >>> 
2023-09-21 16:00:32,110:	[Coach] >>> TEST  @Epoch: 21   >>> 
2023-09-21 16:00:34,819:	[Wall TIME] >>> ChiefCoach.train takes 2.708762 seconds ...
2023-09-21 16:00:34,884:	[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 8.32649
2023-09-21 16:00:34,885:	[Coach] >>> VALID @Epoch: 22   >>> 
2023-09-21 16:00:34,885:	[Coach] >>> TEST  @Epoch: 22   >>> 
2023-09-21 16:00:37,526:	[Wall TIME] >>> ChiefCoach.train takes 2.640881 seconds ...
2023-09-21 16:00:37,583:	[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 8.30276
2023-09-21 16:00:37,583:	[Coach] >>> VALID @Epoch: 23   >>> 
2023-09-21 16:00:37,584:	[Coach] >>> TEST  @Epoch: 23   >>> 
2023-09-21 16:00:40,250:	[Wall TIME] >>> ChiefCoach.train takes 2.665774 seconds ...
2023-09-21 16:00:40,308:	[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 8.28747
2023-09-21 16:00:40,309:	[Coach] >>> VALID @Epoch: 24   >>> 
2023-09-21 16:00:40,309:	[Coach] >>> TEST  @Epoch: 24   >>> 
2023-09-21 16:00:42,950:	[Wall TIME] >>> ChiefCoach.train takes 2.641337 seconds ...
2023-09-21 16:00:44,634:	[Wall TIME] >>> ChiefCoach.valid takes 1.627542 seconds ...
2023-09-21 16:00:44,635:	[Coach] >>> Better ***NDCG@10*** of ***0.0184*** 
2023-09-21 16:00:44,716:	[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 8.27519
2023-09-21 16:00:44,716:	[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0064 || HITRATE@5 Avg: 0.0216 || HITRATE@10 Avg: 0.0353 || NDCG@5 Avg: 0.0141 || NDCG@10 Avg: 0.0184
2023-09-21 16:00:44,717:	[Coach] >>> TEST  @Epoch: 25   >>> 
2023-09-21 16:00:47,336:	[Wall TIME] >>> ChiefCoach.train takes 2.619539 seconds ...
2023-09-21 16:00:47,397:	[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 8.26824
2023-09-21 16:00:47,397:	[Coach] >>> VALID @Epoch: 26   >>> 
2023-09-21 16:00:47,397:	[Coach] >>> TEST  @Epoch: 26   >>> 
2023-09-21 16:00:50,089:	[Wall TIME] >>> ChiefCoach.train takes 2.691546 seconds ...
2023-09-21 16:00:50,149:	[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 8.23813
2023-09-21 16:00:50,149:	[Coach] >>> VALID @Epoch: 27   >>> 
2023-09-21 16:00:50,149:	[Coach] >>> TEST  @Epoch: 27   >>> 
2023-09-21 16:00:52,823:	[Wall TIME] >>> ChiefCoach.train takes 2.673230 seconds ...
2023-09-21 16:00:52,891:	[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 8.23983
2023-09-21 16:00:52,891:	[Coach] >>> VALID @Epoch: 28   >>> 
2023-09-21 16:00:52,891:	[Coach] >>> TEST  @Epoch: 28   >>> 
2023-09-21 16:00:55,483:	[Wall TIME] >>> ChiefCoach.train takes 2.591812 seconds ...
2023-09-21 16:00:55,548:	[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 8.19846
2023-09-21 16:00:55,548:	[Coach] >>> VALID @Epoch: 29   >>> 
2023-09-21 16:00:55,548:	[Coach] >>> TEST  @Epoch: 29   >>> 
2023-09-21 16:00:58,244:	[Wall TIME] >>> ChiefCoach.train takes 2.696270 seconds ...
2023-09-21 16:00:59,941:	[Wall TIME] >>> ChiefCoach.valid takes 1.641586 seconds ...
2023-09-21 16:00:59,941:	[Coach] >>> Better ***NDCG@10*** of ***0.0187*** 
2023-09-21 16:00:59,961:	[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 8.20344
2023-09-21 16:00:59,961:	[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0064 || HITRATE@5 Avg: 0.0206 || HITRATE@10 Avg: 0.0367 || NDCG@5 Avg: 0.0135 || NDCG@10 Avg: 0.0187
2023-09-21 16:00:59,961:	[Coach] >>> TEST  @Epoch: 30   >>> 
2023-09-21 16:01:02,589:	[Wall TIME] >>> ChiefCoach.train takes 2.627213 seconds ...
2023-09-21 16:01:02,642:	[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 8.17519
2023-09-21 16:01:02,642:	[Coach] >>> VALID @Epoch: 31   >>> 
2023-09-21 16:01:02,642:	[Coach] >>> TEST  @Epoch: 31   >>> 
2023-09-21 16:01:05,282:	[Wall TIME] >>> ChiefCoach.train takes 2.639542 seconds ...
2023-09-21 16:01:05,341:	[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 8.15797
2023-09-21 16:01:05,342:	[Coach] >>> VALID @Epoch: 32   >>> 
2023-09-21 16:01:05,342:	[Coach] >>> TEST  @Epoch: 32   >>> 
2023-09-21 16:01:08,002:	[Wall TIME] >>> ChiefCoach.train takes 2.660548 seconds ...
2023-09-21 16:01:08,062:	[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 8.14922
2023-09-21 16:01:08,062:	[Coach] >>> VALID @Epoch: 33   >>> 
2023-09-21 16:01:08,062:	[Coach] >>> TEST  @Epoch: 33   >>> 
2023-09-21 16:01:10,684:	[Wall TIME] >>> ChiefCoach.train takes 2.622055 seconds ...
2023-09-21 16:01:10,739:	[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 8.11748
2023-09-21 16:01:10,739:	[Coach] >>> VALID @Epoch: 34   >>> 
2023-09-21 16:01:10,739:	[Coach] >>> TEST  @Epoch: 34   >>> 
2023-09-21 16:01:13,355:	[Wall TIME] >>> ChiefCoach.train takes 2.616131 seconds ...
2023-09-21 16:01:15,063:	[Wall TIME] >>> ChiefCoach.valid takes 1.627605 seconds ...
2023-09-21 16:01:15,063:	[Coach] >>> Better ***NDCG@10*** of ***0.0221*** 
2023-09-21 16:01:15,080:	[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 8.11683
2023-09-21 16:01:15,080:	[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0078 || HITRATE@5 Avg: 0.0254 || HITRATE@10 Avg: 0.0425 || NDCG@5 Avg: 0.0166 || NDCG@10 Avg: 0.0221
2023-09-21 16:01:15,080:	[Coach] >>> TEST  @Epoch: 35   >>> 
2023-09-21 16:01:17,691:	[Wall TIME] >>> ChiefCoach.train takes 2.610955 seconds ...
2023-09-21 16:01:17,747:	[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 8.09427
2023-09-21 16:01:17,747:	[Coach] >>> VALID @Epoch: 36   >>> 
2023-09-21 16:01:17,747:	[Coach] >>> TEST  @Epoch: 36   >>> 
2023-09-21 16:01:20,339:	[Wall TIME] >>> ChiefCoach.train takes 2.592093 seconds ...
2023-09-21 16:01:20,396:	[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 8.09060
2023-09-21 16:01:20,396:	[Coach] >>> VALID @Epoch: 37   >>> 
2023-09-21 16:01:20,397:	[Coach] >>> TEST  @Epoch: 37   >>> 
2023-09-21 16:01:22,948:	[Wall TIME] >>> ChiefCoach.train takes 2.551247 seconds ...
2023-09-21 16:01:23,009:	[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 8.06335
2023-09-21 16:01:23,009:	[Coach] >>> VALID @Epoch: 38   >>> 
2023-09-21 16:01:23,009:	[Coach] >>> TEST  @Epoch: 38   >>> 
2023-09-21 16:01:25,588:	[Wall TIME] >>> ChiefCoach.train takes 2.578809 seconds ...
2023-09-21 16:01:25,642:	[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 8.05511
2023-09-21 16:01:25,642:	[Coach] >>> VALID @Epoch: 39   >>> 
2023-09-21 16:01:25,642:	[Coach] >>> TEST  @Epoch: 39   >>> 
2023-09-21 16:01:28,227:	[Wall TIME] >>> ChiefCoach.train takes 2.584912 seconds ...
2023-09-21 16:01:29,935:	[Wall TIME] >>> ChiefCoach.valid takes 1.642437 seconds ...
2023-09-21 16:01:29,936:	[Coach] >>> Better ***NDCG@10*** of ***0.0232*** 
2023-09-21 16:01:29,953:	[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 8.04261
2023-09-21 16:01:29,953:	[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0082 || HITRATE@5 Avg: 0.0275 || HITRATE@10 Avg: 0.0444 || NDCG@5 Avg: 0.0177 || NDCG@10 Avg: 0.0232
2023-09-21 16:01:29,953:	[Coach] >>> TEST  @Epoch: 40   >>> 
2023-09-21 16:01:32,574:	[Wall TIME] >>> ChiefCoach.train takes 2.620130 seconds ...
2023-09-21 16:01:32,644:	[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 8.03483
2023-09-21 16:01:32,644:	[Coach] >>> VALID @Epoch: 41   >>> 
2023-09-21 16:01:32,644:	[Coach] >>> TEST  @Epoch: 41   >>> 
2023-09-21 16:01:35,387:	[Wall TIME] >>> ChiefCoach.train takes 2.743086 seconds ...
2023-09-21 16:01:35,448:	[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 8.02901
2023-09-21 16:01:35,448:	[Coach] >>> VALID @Epoch: 42   >>> 
2023-09-21 16:01:35,448:	[Coach] >>> TEST  @Epoch: 42   >>> 
2023-09-21 16:01:38,185:	[Wall TIME] >>> ChiefCoach.train takes 2.736459 seconds ...
2023-09-21 16:01:38,242:	[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 8.00347
2023-09-21 16:01:38,242:	[Coach] >>> VALID @Epoch: 43   >>> 
2023-09-21 16:01:38,243:	[Coach] >>> TEST  @Epoch: 43   >>> 
2023-09-21 16:01:40,947:	[Wall TIME] >>> ChiefCoach.train takes 2.704031 seconds ...
2023-09-21 16:01:41,008:	[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 7.98912
2023-09-21 16:01:41,008:	[Coach] >>> VALID @Epoch: 44   >>> 
2023-09-21 16:01:41,008:	[Coach] >>> TEST  @Epoch: 44   >>> 
2023-09-21 16:01:43,617:	[Wall TIME] >>> ChiefCoach.train takes 2.608324 seconds ...
2023-09-21 16:01:45,310:	[Wall TIME] >>> ChiefCoach.valid takes 1.631055 seconds ...
2023-09-21 16:01:45,311:	[Coach] >>> Better ***NDCG@10*** of ***0.0243*** 
2023-09-21 16:01:45,329:	[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 7.97270
2023-09-21 16:01:45,330:	[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0096 || HITRATE@5 Avg: 0.0285 || HITRATE@10 Avg: 0.0445 || NDCG@5 Avg: 0.0191 || NDCG@10 Avg: 0.0243
2023-09-21 16:01:45,330:	[Coach] >>> TEST  @Epoch: 45   >>> 
2023-09-21 16:01:47,964:	[Wall TIME] >>> ChiefCoach.train takes 2.634291 seconds ...
2023-09-21 16:01:48,019:	[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 7.96140
2023-09-21 16:01:48,019:	[Coach] >>> VALID @Epoch: 46   >>> 
2023-09-21 16:01:48,020:	[Coach] >>> TEST  @Epoch: 46   >>> 
2023-09-21 16:01:50,706:	[Wall TIME] >>> ChiefCoach.train takes 2.685947 seconds ...
2023-09-21 16:01:50,764:	[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 7.95149
2023-09-21 16:01:50,764:	[Coach] >>> VALID @Epoch: 47   >>> 
2023-09-21 16:01:50,764:	[Coach] >>> TEST  @Epoch: 47   >>> 
2023-09-21 16:01:53,427:	[Wall TIME] >>> ChiefCoach.train takes 2.662593 seconds ...
2023-09-21 16:01:53,483:	[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 7.94832
2023-09-21 16:01:53,483:	[Coach] >>> VALID @Epoch: 48   >>> 
2023-09-21 16:01:53,483:	[Coach] >>> TEST  @Epoch: 48   >>> 
2023-09-21 16:01:56,054:	[Wall TIME] >>> ChiefCoach.train takes 2.570289 seconds ...
2023-09-21 16:01:56,128:	[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 7.92785
2023-09-21 16:01:56,128:	[Coach] >>> VALID @Epoch: 49   >>> 
2023-09-21 16:01:56,128:	[Coach] >>> TEST  @Epoch: 49   >>> 
2023-09-21 16:01:58,787:	[Wall TIME] >>> ChiefCoach.train takes 2.658329 seconds ...
2023-09-21 16:02:00,481:	[Wall TIME] >>> ChiefCoach.valid takes 1.640535 seconds ...
2023-09-21 16:02:00,482:	[Coach] >>> Better ***NDCG@10*** of ***0.0248*** 
2023-09-21 16:02:00,499:	[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 7.94400
2023-09-21 16:02:00,499:	[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0094 || HITRATE@5 Avg: 0.0299 || HITRATE@10 Avg: 0.0463 || NDCG@5 Avg: 0.0195 || NDCG@10 Avg: 0.0248
2023-09-21 16:02:00,499:	[Coach] >>> TEST  @Epoch: 50   >>> 
2023-09-21 16:02:03,086:	[Wall TIME] >>> ChiefCoach.train takes 2.586373 seconds ...
2023-09-21 16:02:03,155:	[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 7.90370
2023-09-21 16:02:03,156:	[Coach] >>> VALID @Epoch: 51   >>> 
2023-09-21 16:02:03,156:	[Coach] >>> TEST  @Epoch: 51   >>> 
2023-09-21 16:02:05,798:	[Wall TIME] >>> ChiefCoach.train takes 2.642097 seconds ...
2023-09-21 16:02:05,852:	[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 7.90902
2023-09-21 16:02:05,852:	[Coach] >>> VALID @Epoch: 52   >>> 
2023-09-21 16:02:05,852:	[Coach] >>> TEST  @Epoch: 52   >>> 
2023-09-21 16:02:08,429:	[Wall TIME] >>> ChiefCoach.train takes 2.576945 seconds ...
2023-09-21 16:02:08,483:	[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 7.89379
2023-09-21 16:02:08,484:	[Coach] >>> VALID @Epoch: 53   >>> 
2023-09-21 16:02:08,484:	[Coach] >>> TEST  @Epoch: 53   >>> 
2023-09-21 16:02:11,077:	[Wall TIME] >>> ChiefCoach.train takes 2.592841 seconds ...
2023-09-21 16:02:11,135:	[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 7.89629
2023-09-21 16:02:11,135:	[Coach] >>> VALID @Epoch: 54   >>> 
2023-09-21 16:02:11,135:	[Coach] >>> TEST  @Epoch: 54   >>> 
2023-09-21 16:02:13,709:	[Wall TIME] >>> ChiefCoach.train takes 2.573885 seconds ...
2023-09-21 16:02:15,379:	[Wall TIME] >>> ChiefCoach.valid takes 1.613630 seconds ...
2023-09-21 16:02:15,379:	[Coach] >>> Better ***NDCG@10*** of ***0.0258*** 
2023-09-21 16:02:15,397:	[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 7.87060
2023-09-21 16:02:15,397:	[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0093 || HITRATE@5 Avg: 0.0304 || HITRATE@10 Avg: 0.0487 || NDCG@5 Avg: 0.0199 || NDCG@10 Avg: 0.0258
2023-09-21 16:02:15,397:	[Coach] >>> TEST  @Epoch: 55   >>> 
2023-09-21 16:02:18,029:	[Wall TIME] >>> ChiefCoach.train takes 2.631067 seconds ...
2023-09-21 16:02:18,097:	[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 7.85749
2023-09-21 16:02:18,097:	[Coach] >>> VALID @Epoch: 56   >>> 
2023-09-21 16:02:18,097:	[Coach] >>> TEST  @Epoch: 56   >>> 
2023-09-21 16:02:20,742:	[Wall TIME] >>> ChiefCoach.train takes 2.643915 seconds ...
2023-09-21 16:02:20,798:	[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 7.86574
2023-09-21 16:02:20,798:	[Coach] >>> VALID @Epoch: 57   >>> 
2023-09-21 16:02:20,798:	[Coach] >>> TEST  @Epoch: 57   >>> 
2023-09-21 16:02:23,390:	[Wall TIME] >>> ChiefCoach.train takes 2.591670 seconds ...
2023-09-21 16:02:23,446:	[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 7.85208
2023-09-21 16:02:23,446:	[Coach] >>> VALID @Epoch: 58   >>> 
2023-09-21 16:02:23,446:	[Coach] >>> TEST  @Epoch: 58   >>> 
2023-09-21 16:02:26,159:	[Wall TIME] >>> ChiefCoach.train takes 2.713223 seconds ...
2023-09-21 16:02:26,218:	[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 7.85953
2023-09-21 16:02:26,218:	[Coach] >>> VALID @Epoch: 59   >>> 
2023-09-21 16:02:26,218:	[Coach] >>> TEST  @Epoch: 59   >>> 
2023-09-21 16:02:28,815:	[Wall TIME] >>> ChiefCoach.train takes 2.596723 seconds ...
2023-09-21 16:02:30,571:	[Wall TIME] >>> ChiefCoach.valid takes 1.691186 seconds ...
2023-09-21 16:02:30,572:	[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 7.83686
2023-09-21 16:02:30,572:	[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0101 || HITRATE@5 Avg: 0.0307 || HITRATE@10 Avg: 0.0471 || NDCG@5 Avg: 0.0202 || NDCG@10 Avg: 0.0255
2023-09-21 16:02:30,572:	[Coach] >>> TEST  @Epoch: 60   >>> 
2023-09-21 16:02:33,215:	[Wall TIME] >>> ChiefCoach.train takes 2.643105 seconds ...
2023-09-21 16:02:33,271:	[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 7.82346
2023-09-21 16:02:33,272:	[Coach] >>> VALID @Epoch: 61   >>> 
2023-09-21 16:02:33,272:	[Coach] >>> TEST  @Epoch: 61   >>> 
2023-09-21 16:02:35,908:	[Wall TIME] >>> ChiefCoach.train takes 2.636333 seconds ...
2023-09-21 16:02:35,965:	[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 7.81757
2023-09-21 16:02:35,965:	[Coach] >>> VALID @Epoch: 62   >>> 
2023-09-21 16:02:35,965:	[Coach] >>> TEST  @Epoch: 62   >>> 
2023-09-21 16:02:38,529:	[Wall TIME] >>> ChiefCoach.train takes 2.563981 seconds ...
2023-09-21 16:02:38,586:	[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 7.80734
2023-09-21 16:02:38,586:	[Coach] >>> VALID @Epoch: 63   >>> 
2023-09-21 16:02:38,586:	[Coach] >>> TEST  @Epoch: 63   >>> 
2023-09-21 16:02:41,194:	[Wall TIME] >>> ChiefCoach.train takes 2.607569 seconds ...
2023-09-21 16:02:41,261:	[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 7.79572
2023-09-21 16:02:41,262:	[Coach] >>> VALID @Epoch: 64   >>> 
2023-09-21 16:02:41,262:	[Coach] >>> TEST  @Epoch: 64   >>> 
2023-09-21 16:02:43,872:	[Wall TIME] >>> ChiefCoach.train takes 2.609453 seconds ...
2023-09-21 16:02:45,529:	[Wall TIME] >>> ChiefCoach.valid takes 1.598798 seconds ...
2023-09-21 16:02:45,530:	[Coach] >>> Better ***NDCG@10*** of ***0.0272*** 
2023-09-21 16:02:45,547:	[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 7.80661
2023-09-21 16:02:45,548:	[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0100 || HITRATE@5 Avg: 0.0326 || HITRATE@10 Avg: 0.0505 || NDCG@5 Avg: 0.0215 || NDCG@10 Avg: 0.0272
2023-09-21 16:02:45,548:	[Coach] >>> TEST  @Epoch: 65   >>> 
2023-09-21 16:02:48,140:	[Wall TIME] >>> ChiefCoach.train takes 2.592600 seconds ...
2023-09-21 16:02:48,193:	[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 7.78397
2023-09-21 16:02:48,194:	[Coach] >>> VALID @Epoch: 66   >>> 
2023-09-21 16:02:48,194:	[Coach] >>> TEST  @Epoch: 66   >>> 
2023-09-21 16:02:50,900:	[Wall TIME] >>> ChiefCoach.train takes 2.706637 seconds ...
2023-09-21 16:02:51,135:	[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 7.77634
2023-09-21 16:02:51,136:	[Coach] >>> VALID @Epoch: 67   >>> 
2023-09-21 16:02:51,136:	[Coach] >>> TEST  @Epoch: 67   >>> 
2023-09-21 16:02:53,765:	[Wall TIME] >>> ChiefCoach.train takes 2.628651 seconds ...
2023-09-21 16:02:53,819:	[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 7.76660
2023-09-21 16:02:53,820:	[Coach] >>> VALID @Epoch: 68   >>> 
2023-09-21 16:02:53,820:	[Coach] >>> TEST  @Epoch: 68   >>> 
2023-09-21 16:02:56,440:	[Wall TIME] >>> ChiefCoach.train takes 2.620157 seconds ...
2023-09-21 16:02:56,495:	[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 7.75739
2023-09-21 16:02:56,495:	[Coach] >>> VALID @Epoch: 69   >>> 
2023-09-21 16:02:56,495:	[Coach] >>> TEST  @Epoch: 69   >>> 
2023-09-21 16:02:59,125:	[Wall TIME] >>> ChiefCoach.train takes 2.629103 seconds ...
2023-09-21 16:03:00,804:	[Wall TIME] >>> ChiefCoach.valid takes 1.620435 seconds ...
2023-09-21 16:03:00,804:	[Coach] >>> Better ***NDCG@10*** of ***0.0279*** 
2023-09-21 16:03:00,824:	[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 7.75763
2023-09-21 16:03:00,825:	[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0338 || HITRATE@10 Avg: 0.0515 || NDCG@5 Avg: 0.0223 || NDCG@10 Avg: 0.0279
2023-09-21 16:03:00,825:	[Coach] >>> TEST  @Epoch: 70   >>> 
2023-09-21 16:03:03,422:	[Wall TIME] >>> ChiefCoach.train takes 2.597260 seconds ...
2023-09-21 16:03:03,481:	[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 7.74070
2023-09-21 16:03:03,481:	[Coach] >>> VALID @Epoch: 71   >>> 
2023-09-21 16:03:03,481:	[Coach] >>> TEST  @Epoch: 71   >>> 
2023-09-21 16:03:06,075:	[Wall TIME] >>> ChiefCoach.train takes 2.593540 seconds ...
2023-09-21 16:03:06,301:	[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 7.72806
2023-09-21 16:03:06,301:	[Coach] >>> VALID @Epoch: 72   >>> 
2023-09-21 16:03:06,301:	[Coach] >>> TEST  @Epoch: 72   >>> 
2023-09-21 16:03:09,031:	[Wall TIME] >>> ChiefCoach.train takes 2.729001 seconds ...
2023-09-21 16:03:09,086:	[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 7.73263
2023-09-21 16:03:09,086:	[Coach] >>> VALID @Epoch: 73   >>> 
2023-09-21 16:03:09,086:	[Coach] >>> TEST  @Epoch: 73   >>> 
2023-09-21 16:03:11,771:	[Wall TIME] >>> ChiefCoach.train takes 2.685056 seconds ...
2023-09-21 16:03:11,826:	[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 7.70664
2023-09-21 16:03:11,826:	[Coach] >>> VALID @Epoch: 74   >>> 
2023-09-21 16:03:11,826:	[Coach] >>> TEST  @Epoch: 74   >>> 
2023-09-21 16:03:14,398:	[Wall TIME] >>> ChiefCoach.train takes 2.571376 seconds ...
2023-09-21 16:03:16,115:	[Wall TIME] >>> ChiefCoach.valid takes 1.660847 seconds ...
2023-09-21 16:03:16,116:	[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 7.70563
2023-09-21 16:03:16,116:	[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0097 || HITRATE@5 Avg: 0.0311 || HITRATE@10 Avg: 0.0501 || NDCG@5 Avg: 0.0206 || NDCG@10 Avg: 0.0267
2023-09-21 16:03:16,116:	[Coach] >>> TEST  @Epoch: 75   >>> 
2023-09-21 16:03:18,852:	[Wall TIME] >>> ChiefCoach.train takes 2.735689 seconds ...
2023-09-21 16:03:18,907:	[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 7.70820
2023-09-21 16:03:18,907:	[Coach] >>> VALID @Epoch: 76   >>> 
2023-09-21 16:03:18,907:	[Coach] >>> TEST  @Epoch: 76   >>> 
2023-09-21 16:03:21,600:	[Wall TIME] >>> ChiefCoach.train takes 2.692376 seconds ...
2023-09-21 16:03:21,660:	[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 7.70827
2023-09-21 16:03:21,660:	[Coach] >>> VALID @Epoch: 77   >>> 
2023-09-21 16:03:21,660:	[Coach] >>> TEST  @Epoch: 77   >>> 
2023-09-21 16:03:24,281:	[Wall TIME] >>> ChiefCoach.train takes 2.620710 seconds ...
2023-09-21 16:03:24,341:	[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 7.71168
2023-09-21 16:03:24,342:	[Coach] >>> VALID @Epoch: 78   >>> 
2023-09-21 16:03:24,342:	[Coach] >>> TEST  @Epoch: 78   >>> 
2023-09-21 16:03:26,901:	[Wall TIME] >>> ChiefCoach.train takes 2.559021 seconds ...
2023-09-21 16:03:26,954:	[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 7.67907
2023-09-21 16:03:26,954:	[Coach] >>> VALID @Epoch: 79   >>> 
2023-09-21 16:03:26,954:	[Coach] >>> TEST  @Epoch: 79   >>> 
2023-09-21 16:03:29,547:	[Wall TIME] >>> ChiefCoach.train takes 2.592551 seconds ...
2023-09-21 16:03:31,348:	[Wall TIME] >>> ChiefCoach.valid takes 1.741163 seconds ...
2023-09-21 16:03:31,348:	[Coach] >>> Better ***NDCG@10*** of ***0.0282*** 
2023-09-21 16:03:31,365:	[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 7.67983
2023-09-21 16:03:31,365:	[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0337 || HITRATE@10 Avg: 0.0521 || NDCG@5 Avg: 0.0223 || NDCG@10 Avg: 0.0282
2023-09-21 16:03:31,365:	[Coach] >>> TEST  @Epoch: 80   >>> 
2023-09-21 16:03:33,957:	[Wall TIME] >>> ChiefCoach.train takes 2.591408 seconds ...
2023-09-21 16:03:34,013:	[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 7.66686
2023-09-21 16:03:34,014:	[Coach] >>> VALID @Epoch: 81   >>> 
2023-09-21 16:03:34,014:	[Coach] >>> TEST  @Epoch: 81   >>> 
2023-09-21 16:03:36,661:	[Wall TIME] >>> ChiefCoach.train takes 2.647104 seconds ...
2023-09-21 16:03:36,726:	[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 7.65988
2023-09-21 16:03:36,726:	[Coach] >>> VALID @Epoch: 82   >>> 
2023-09-21 16:03:36,726:	[Coach] >>> TEST  @Epoch: 82   >>> 
2023-09-21 16:03:39,453:	[Wall TIME] >>> ChiefCoach.train takes 2.726363 seconds ...
2023-09-21 16:03:39,506:	[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 7.65472
2023-09-21 16:03:39,506:	[Coach] >>> VALID @Epoch: 83   >>> 
2023-09-21 16:03:39,506:	[Coach] >>> TEST  @Epoch: 83   >>> 
2023-09-21 16:03:42,133:	[Wall TIME] >>> ChiefCoach.train takes 2.626122 seconds ...
2023-09-21 16:03:42,189:	[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 7.63894
2023-09-21 16:03:42,189:	[Coach] >>> VALID @Epoch: 84   >>> 
2023-09-21 16:03:42,190:	[Coach] >>> TEST  @Epoch: 84   >>> 
2023-09-21 16:03:44,805:	[Wall TIME] >>> ChiefCoach.train takes 2.615667 seconds ...
2023-09-21 16:03:46,447:	[Wall TIME] >>> ChiefCoach.valid takes 1.584136 seconds ...
2023-09-21 16:03:46,447:	[Coach] >>> Better ***NDCG@10*** of ***0.0288*** 
2023-09-21 16:03:46,469:	[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 7.64400
2023-09-21 16:03:46,470:	[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0344 || HITRATE@10 Avg: 0.0533 || NDCG@5 Avg: 0.0227 || NDCG@10 Avg: 0.0288
2023-09-21 16:03:46,470:	[Coach] >>> TEST  @Epoch: 85   >>> 
2023-09-21 16:03:49,037:	[Wall TIME] >>> ChiefCoach.train takes 2.567389 seconds ...
2023-09-21 16:03:49,092:	[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 7.64137
2023-09-21 16:03:49,092:	[Coach] >>> VALID @Epoch: 86   >>> 
2023-09-21 16:03:49,092:	[Coach] >>> TEST  @Epoch: 86   >>> 
2023-09-21 16:03:51,805:	[Wall TIME] >>> ChiefCoach.train takes 2.712624 seconds ...
2023-09-21 16:03:51,858:	[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 7.64532
2023-09-21 16:03:51,858:	[Coach] >>> VALID @Epoch: 87   >>> 
2023-09-21 16:03:51,858:	[Coach] >>> TEST  @Epoch: 87   >>> 
2023-09-21 16:03:54,525:	[Wall TIME] >>> ChiefCoach.train takes 2.667091 seconds ...
2023-09-21 16:03:54,582:	[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 7.61744
2023-09-21 16:03:54,582:	[Coach] >>> VALID @Epoch: 88   >>> 
2023-09-21 16:03:54,582:	[Coach] >>> TEST  @Epoch: 88   >>> 
2023-09-21 16:03:57,282:	[Wall TIME] >>> ChiefCoach.train takes 2.698923 seconds ...
2023-09-21 16:03:57,336:	[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 7.62997
2023-09-21 16:03:57,336:	[Coach] >>> VALID @Epoch: 89   >>> 
2023-09-21 16:03:57,337:	[Coach] >>> TEST  @Epoch: 89   >>> 
2023-09-21 16:03:59,986:	[Wall TIME] >>> ChiefCoach.train takes 2.648913 seconds ...
2023-09-21 16:04:01,671:	[Wall TIME] >>> ChiefCoach.valid takes 1.628008 seconds ...
2023-09-21 16:04:01,671:	[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 7.63528
2023-09-21 16:04:01,671:	[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0326 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0219 || NDCG@10 Avg: 0.0286
2023-09-21 16:04:01,671:	[Coach] >>> TEST  @Epoch: 90   >>> 
2023-09-21 16:04:04,283:	[Wall TIME] >>> ChiefCoach.train takes 2.611418 seconds ...
2023-09-21 16:04:04,371:	[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 7.60980
2023-09-21 16:04:04,371:	[Coach] >>> VALID @Epoch: 91   >>> 
2023-09-21 16:04:04,371:	[Coach] >>> TEST  @Epoch: 91   >>> 
2023-09-21 16:04:07,000:	[Wall TIME] >>> ChiefCoach.train takes 2.629057 seconds ...
2023-09-21 16:04:07,063:	[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 7.60712
2023-09-21 16:04:07,063:	[Coach] >>> VALID @Epoch: 92   >>> 
2023-09-21 16:04:07,063:	[Coach] >>> TEST  @Epoch: 92   >>> 
2023-09-21 16:04:09,695:	[Wall TIME] >>> ChiefCoach.train takes 2.631877 seconds ...
2023-09-21 16:04:09,758:	[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 7.59220
2023-09-21 16:04:09,759:	[Coach] >>> VALID @Epoch: 93   >>> 
2023-09-21 16:04:09,759:	[Coach] >>> TEST  @Epoch: 93   >>> 
2023-09-21 16:04:12,403:	[Wall TIME] >>> ChiefCoach.train takes 2.644116 seconds ...
2023-09-21 16:04:12,468:	[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 7.60283
2023-09-21 16:04:12,468:	[Coach] >>> VALID @Epoch: 94   >>> 
2023-09-21 16:04:12,468:	[Coach] >>> TEST  @Epoch: 94   >>> 
2023-09-21 16:04:15,183:	[Wall TIME] >>> ChiefCoach.train takes 2.714950 seconds ...
2023-09-21 16:04:16,866:	[Wall TIME] >>> ChiefCoach.valid takes 1.612565 seconds ...
2023-09-21 16:04:16,866:	[Coach] >>> Better ***NDCG@10*** of ***0.0292*** 
2023-09-21 16:04:16,887:	[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 7.57268
2023-09-21 16:04:16,887:	[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0344 || HITRATE@10 Avg: 0.0561 || NDCG@5 Avg: 0.0223 || NDCG@10 Avg: 0.0292
2023-09-21 16:04:16,887:	[Coach] >>> TEST  @Epoch: 95   >>> 
2023-09-21 16:04:19,492:	[Wall TIME] >>> ChiefCoach.train takes 2.604843 seconds ...
2023-09-21 16:04:19,545:	[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 7.57922
2023-09-21 16:04:19,546:	[Coach] >>> VALID @Epoch: 96   >>> 
2023-09-21 16:04:19,546:	[Coach] >>> TEST  @Epoch: 96   >>> 
2023-09-21 16:04:22,130:	[Wall TIME] >>> ChiefCoach.train takes 2.583638 seconds ...
2023-09-21 16:04:22,182:	[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 7.56840
2023-09-21 16:04:22,182:	[Coach] >>> VALID @Epoch: 97   >>> 
2023-09-21 16:04:22,182:	[Coach] >>> TEST  @Epoch: 97   >>> 
2023-09-21 16:04:24,949:	[Wall TIME] >>> ChiefCoach.train takes 2.765853 seconds ...
2023-09-21 16:04:25,004:	[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 7.57056
2023-09-21 16:04:25,004:	[Coach] >>> VALID @Epoch: 98   >>> 
2023-09-21 16:04:25,004:	[Coach] >>> TEST  @Epoch: 98   >>> 
2023-09-21 16:04:27,611:	[Wall TIME] >>> ChiefCoach.train takes 2.606670 seconds ...
2023-09-21 16:04:27,669:	[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 7.56334
2023-09-21 16:04:27,669:	[Coach] >>> VALID @Epoch: 99   >>> 
2023-09-21 16:04:27,669:	[Coach] >>> TEST  @Epoch: 99   >>> 
2023-09-21 16:04:30,326:	[Wall TIME] >>> ChiefCoach.train takes 2.656803 seconds ...
2023-09-21 16:04:32,015:	[Wall TIME] >>> ChiefCoach.valid takes 1.635750 seconds ...
2023-09-21 16:04:32,015:	[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 7.54739
2023-09-21 16:04:32,015:	[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0337 || HITRATE@10 Avg: 0.0549 || NDCG@5 Avg: 0.0223 || NDCG@10 Avg: 0.0292
2023-09-21 16:04:32,015:	[Coach] >>> TEST  @Epoch: 100  >>> 
2023-09-21 16:04:34,691:	[Wall TIME] >>> ChiefCoach.train takes 2.676008 seconds ...
2023-09-21 16:04:34,750:	[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 7.55606
2023-09-21 16:04:34,750:	[Coach] >>> VALID @Epoch: 101  >>> 
2023-09-21 16:04:34,750:	[Coach] >>> TEST  @Epoch: 101  >>> 
2023-09-21 16:04:37,438:	[Wall TIME] >>> ChiefCoach.train takes 2.687073 seconds ...
2023-09-21 16:04:37,496:	[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 7.55415
2023-09-21 16:04:37,496:	[Coach] >>> VALID @Epoch: 102  >>> 
2023-09-21 16:04:37,497:	[Coach] >>> TEST  @Epoch: 102  >>> 
2023-09-21 16:04:40,142:	[Wall TIME] >>> ChiefCoach.train takes 2.645422 seconds ...
2023-09-21 16:04:40,202:	[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 7.52884
2023-09-21 16:04:40,202:	[Coach] >>> VALID @Epoch: 103  >>> 
2023-09-21 16:04:40,202:	[Coach] >>> TEST  @Epoch: 103  >>> 
2023-09-21 16:04:42,974:	[Wall TIME] >>> ChiefCoach.train takes 2.771569 seconds ...
2023-09-21 16:04:43,033:	[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 7.52971
2023-09-21 16:04:43,033:	[Coach] >>> VALID @Epoch: 104  >>> 
2023-09-21 16:04:43,034:	[Coach] >>> TEST  @Epoch: 104  >>> 
2023-09-21 16:04:45,684:	[Wall TIME] >>> ChiefCoach.train takes 2.650076 seconds ...
2023-09-21 16:04:47,376:	[Wall TIME] >>> ChiefCoach.valid takes 1.632890 seconds ...
2023-09-21 16:04:47,376:	[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 7.54159
2023-09-21 16:04:47,376:	[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0105 || HITRATE@5 Avg: 0.0342 || HITRATE@10 Avg: 0.0536 || NDCG@5 Avg: 0.0224 || NDCG@10 Avg: 0.0286
2023-09-21 16:04:47,376:	[Coach] >>> TEST  @Epoch: 105  >>> 
2023-09-21 16:04:50,001:	[Wall TIME] >>> ChiefCoach.train takes 2.624637 seconds ...
2023-09-21 16:04:50,063:	[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 7.53516
2023-09-21 16:04:50,063:	[Coach] >>> VALID @Epoch: 106  >>> 
2023-09-21 16:04:50,063:	[Coach] >>> TEST  @Epoch: 106  >>> 
2023-09-21 16:04:52,766:	[Wall TIME] >>> ChiefCoach.train takes 2.702960 seconds ...
2023-09-21 16:04:52,821:	[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 7.52708
2023-09-21 16:04:52,822:	[Coach] >>> VALID @Epoch: 107  >>> 
2023-09-21 16:04:52,822:	[Coach] >>> TEST  @Epoch: 107  >>> 
2023-09-21 16:04:55,451:	[Wall TIME] >>> ChiefCoach.train takes 2.628871 seconds ...
2023-09-21 16:04:55,504:	[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 7.52706
2023-09-21 16:04:55,504:	[Coach] >>> VALID @Epoch: 108  >>> 
2023-09-21 16:04:55,504:	[Coach] >>> TEST  @Epoch: 108  >>> 
2023-09-21 16:04:58,083:	[Wall TIME] >>> ChiefCoach.train takes 2.578424 seconds ...
2023-09-21 16:04:58,136:	[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 7.52109
2023-09-21 16:04:58,137:	[Coach] >>> VALID @Epoch: 109  >>> 
2023-09-21 16:04:58,137:	[Coach] >>> TEST  @Epoch: 109  >>> 
2023-09-21 16:05:00,746:	[Wall TIME] >>> ChiefCoach.train takes 2.609373 seconds ...
2023-09-21 16:05:02,431:	[Wall TIME] >>> ChiefCoach.valid takes 1.629720 seconds ...
2023-09-21 16:05:02,432:	[Coach] >>> Better ***NDCG@10*** of ***0.0296*** 
2023-09-21 16:05:02,448:	[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 7.50960
2023-09-21 16:05:02,448:	[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0354 || HITRATE@10 Avg: 0.0545 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0296
2023-09-21 16:05:02,448:	[Coach] >>> TEST  @Epoch: 110  >>> 
2023-09-21 16:05:05,098:	[Wall TIME] >>> ChiefCoach.train takes 2.650055 seconds ...
2023-09-21 16:05:05,154:	[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 7.51350
2023-09-21 16:05:05,154:	[Coach] >>> VALID @Epoch: 111  >>> 
2023-09-21 16:05:05,154:	[Coach] >>> TEST  @Epoch: 111  >>> 
2023-09-21 16:05:07,753:	[Wall TIME] >>> ChiefCoach.train takes 2.599417 seconds ...
2023-09-21 16:05:07,963:	[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 7.49456
2023-09-21 16:05:07,963:	[Coach] >>> VALID @Epoch: 112  >>> 
2023-09-21 16:05:07,963:	[Coach] >>> TEST  @Epoch: 112  >>> 
2023-09-21 16:05:10,582:	[Wall TIME] >>> ChiefCoach.train takes 2.618757 seconds ...
2023-09-21 16:05:10,639:	[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 7.50814
2023-09-21 16:05:10,639:	[Coach] >>> VALID @Epoch: 113  >>> 
2023-09-21 16:05:10,639:	[Coach] >>> TEST  @Epoch: 113  >>> 
2023-09-21 16:05:13,215:	[Wall TIME] >>> ChiefCoach.train takes 2.575617 seconds ...
2023-09-21 16:05:13,279:	[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 7.50692
2023-09-21 16:05:13,279:	[Coach] >>> VALID @Epoch: 114  >>> 
2023-09-21 16:05:13,280:	[Coach] >>> TEST  @Epoch: 114  >>> 
2023-09-21 16:05:15,900:	[Wall TIME] >>> ChiefCoach.train takes 2.620332 seconds ...
2023-09-21 16:05:17,594:	[Wall TIME] >>> ChiefCoach.valid takes 1.631320 seconds ...
2023-09-21 16:05:17,595:	[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 7.48809
2023-09-21 16:05:17,595:	[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0539 || NDCG@5 Avg: 0.0230 || NDCG@10 Avg: 0.0290
2023-09-21 16:05:17,595:	[Coach] >>> TEST  @Epoch: 115  >>> 
2023-09-21 16:05:20,241:	[Wall TIME] >>> ChiefCoach.train takes 2.645900 seconds ...
2023-09-21 16:05:20,296:	[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 7.48288
2023-09-21 16:05:20,297:	[Coach] >>> VALID @Epoch: 116  >>> 
2023-09-21 16:05:20,297:	[Coach] >>> TEST  @Epoch: 116  >>> 
2023-09-21 16:05:22,949:	[Wall TIME] >>> ChiefCoach.train takes 2.652180 seconds ...
2023-09-21 16:05:23,026:	[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 7.48955
2023-09-21 16:05:23,026:	[Coach] >>> VALID @Epoch: 117  >>> 
2023-09-21 16:05:23,027:	[Coach] >>> TEST  @Epoch: 117  >>> 
2023-09-21 16:05:25,740:	[Wall TIME] >>> ChiefCoach.train takes 2.713649 seconds ...
2023-09-21 16:05:25,802:	[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 7.48205
2023-09-21 16:05:25,803:	[Coach] >>> VALID @Epoch: 118  >>> 
2023-09-21 16:05:25,803:	[Coach] >>> TEST  @Epoch: 118  >>> 
2023-09-21 16:05:28,412:	[Wall TIME] >>> ChiefCoach.train takes 2.608883 seconds ...
2023-09-21 16:05:28,465:	[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 7.46798
2023-09-21 16:05:28,465:	[Coach] >>> VALID @Epoch: 119  >>> 
2023-09-21 16:05:28,465:	[Coach] >>> TEST  @Epoch: 119  >>> 
2023-09-21 16:05:31,080:	[Wall TIME] >>> ChiefCoach.train takes 2.614507 seconds ...
2023-09-21 16:05:32,775:	[Wall TIME] >>> ChiefCoach.valid takes 1.637849 seconds ...
2023-09-21 16:05:32,775:	[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 7.45612
2023-09-21 16:05:32,775:	[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0349 || HITRATE@10 Avg: 0.0540 || NDCG@5 Avg: 0.0231 || NDCG@10 Avg: 0.0292
2023-09-21 16:05:32,775:	[Coach] >>> TEST  @Epoch: 120  >>> 
2023-09-21 16:05:35,389:	[Wall TIME] >>> ChiefCoach.train takes 2.613111 seconds ...
2023-09-21 16:05:35,444:	[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 7.45827
2023-09-21 16:05:35,444:	[Coach] >>> VALID @Epoch: 121  >>> 
2023-09-21 16:05:35,444:	[Coach] >>> TEST  @Epoch: 121  >>> 
2023-09-21 16:05:38,088:	[Wall TIME] >>> ChiefCoach.train takes 2.643294 seconds ...
2023-09-21 16:05:38,141:	[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 7.45554
2023-09-21 16:05:38,142:	[Coach] >>> VALID @Epoch: 122  >>> 
2023-09-21 16:05:38,142:	[Coach] >>> TEST  @Epoch: 122  >>> 
2023-09-21 16:05:40,911:	[Wall TIME] >>> ChiefCoach.train takes 2.769680 seconds ...
2023-09-21 16:05:40,972:	[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 7.45326
2023-09-21 16:05:40,973:	[Coach] >>> VALID @Epoch: 123  >>> 
2023-09-21 16:05:40,973:	[Coach] >>> TEST  @Epoch: 123  >>> 
2023-09-21 16:05:43,530:	[Wall TIME] >>> ChiefCoach.train takes 2.557481 seconds ...
2023-09-21 16:05:43,587:	[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 7.43724
2023-09-21 16:05:43,587:	[Coach] >>> VALID @Epoch: 124  >>> 
2023-09-21 16:05:43,587:	[Coach] >>> TEST  @Epoch: 124  >>> 
2023-09-21 16:05:46,234:	[Wall TIME] >>> ChiefCoach.train takes 2.646204 seconds ...
2023-09-21 16:05:47,901:	[Wall TIME] >>> ChiefCoach.valid takes 1.612555 seconds ...
2023-09-21 16:05:47,901:	[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 7.44642
2023-09-21 16:05:47,901:	[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0103 || HITRATE@5 Avg: 0.0337 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0219 || NDCG@10 Avg: 0.0285
2023-09-21 16:05:47,901:	[Coach] >>> TEST  @Epoch: 125  >>> 
2023-09-21 16:05:50,613:	[Wall TIME] >>> ChiefCoach.train takes 2.711169 seconds ...
2023-09-21 16:05:50,685:	[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 7.43851
2023-09-21 16:05:50,685:	[Coach] >>> VALID @Epoch: 126  >>> 
2023-09-21 16:05:50,685:	[Coach] >>> TEST  @Epoch: 126  >>> 
2023-09-21 16:05:53,354:	[Wall TIME] >>> ChiefCoach.train takes 2.669167 seconds ...
2023-09-21 16:05:53,420:	[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 7.43903
2023-09-21 16:05:53,420:	[Coach] >>> VALID @Epoch: 127  >>> 
2023-09-21 16:05:53,420:	[Coach] >>> TEST  @Epoch: 127  >>> 
2023-09-21 16:05:56,068:	[Wall TIME] >>> ChiefCoach.train takes 2.648243 seconds ...
2023-09-21 16:05:56,127:	[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 7.43575
2023-09-21 16:05:56,127:	[Coach] >>> VALID @Epoch: 128  >>> 
2023-09-21 16:05:56,127:	[Coach] >>> TEST  @Epoch: 128  >>> 
2023-09-21 16:05:58,807:	[Wall TIME] >>> ChiefCoach.train takes 2.679335 seconds ...
2023-09-21 16:05:58,863:	[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 7.41160
2023-09-21 16:05:58,863:	[Coach] >>> VALID @Epoch: 129  >>> 
2023-09-21 16:05:58,864:	[Coach] >>> TEST  @Epoch: 129  >>> 
2023-09-21 16:06:01,452:	[Wall TIME] >>> ChiefCoach.train takes 2.588740 seconds ...
2023-09-21 16:06:03,141:	[Wall TIME] >>> ChiefCoach.valid takes 1.635306 seconds ...
2023-09-21 16:06:03,142:	[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 7.41191
2023-09-21 16:06:03,142:	[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0534 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0293
2023-09-21 16:06:03,142:	[Coach] >>> TEST  @Epoch: 130  >>> 
2023-09-21 16:06:05,788:	[Wall TIME] >>> ChiefCoach.train takes 2.645949 seconds ...
2023-09-21 16:06:05,845:	[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 7.40235
2023-09-21 16:06:05,845:	[Coach] >>> VALID @Epoch: 131  >>> 
2023-09-21 16:06:05,845:	[Coach] >>> TEST  @Epoch: 131  >>> 
2023-09-21 16:06:08,496:	[Wall TIME] >>> ChiefCoach.train takes 2.650253 seconds ...
2023-09-21 16:06:08,553:	[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 7.40812
2023-09-21 16:06:08,553:	[Coach] >>> VALID @Epoch: 132  >>> 
2023-09-21 16:06:08,553:	[Coach] >>> TEST  @Epoch: 132  >>> 
2023-09-21 16:06:11,183:	[Wall TIME] >>> ChiefCoach.train takes 2.629602 seconds ...
2023-09-21 16:06:11,255:	[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 7.40470
2023-09-21 16:06:11,256:	[Coach] >>> VALID @Epoch: 133  >>> 
2023-09-21 16:06:11,256:	[Coach] >>> TEST  @Epoch: 133  >>> 
2023-09-21 16:06:13,862:	[Wall TIME] >>> ChiefCoach.train takes 2.605935 seconds ...
2023-09-21 16:06:13,926:	[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 7.40509
2023-09-21 16:06:13,926:	[Coach] >>> VALID @Epoch: 134  >>> 
2023-09-21 16:06:13,926:	[Coach] >>> TEST  @Epoch: 134  >>> 
2023-09-21 16:06:16,559:	[Wall TIME] >>> ChiefCoach.train takes 2.632227 seconds ...
2023-09-21 16:06:18,363:	[Wall TIME] >>> ChiefCoach.valid takes 1.740453 seconds ...
2023-09-21 16:06:18,363:	[Coach] >>> Better ***NDCG@10*** of ***0.0299*** 
2023-09-21 16:06:18,381:	[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 7.40515
2023-09-21 16:06:18,382:	[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0354 || HITRATE@10 Avg: 0.0551 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0299
2023-09-21 16:06:18,382:	[Coach] >>> TEST  @Epoch: 135  >>> 
2023-09-21 16:06:21,060:	[Wall TIME] >>> ChiefCoach.train takes 2.678113 seconds ...
2023-09-21 16:06:21,114:	[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 7.40825
2023-09-21 16:06:21,114:	[Coach] >>> VALID @Epoch: 136  >>> 
2023-09-21 16:06:21,114:	[Coach] >>> TEST  @Epoch: 136  >>> 
2023-09-21 16:06:23,848:	[Wall TIME] >>> ChiefCoach.train takes 2.733980 seconds ...
2023-09-21 16:06:23,908:	[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 7.39684
2023-09-21 16:06:23,909:	[Coach] >>> VALID @Epoch: 137  >>> 
2023-09-21 16:06:23,909:	[Coach] >>> TEST  @Epoch: 137  >>> 
2023-09-21 16:06:26,558:	[Wall TIME] >>> ChiefCoach.train takes 2.648577 seconds ...
2023-09-21 16:06:26,617:	[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 7.39572
2023-09-21 16:06:26,617:	[Coach] >>> VALID @Epoch: 138  >>> 
2023-09-21 16:06:26,617:	[Coach] >>> TEST  @Epoch: 138  >>> 
2023-09-21 16:06:29,183:	[Wall TIME] >>> ChiefCoach.train takes 2.565043 seconds ...
2023-09-21 16:06:29,253:	[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 7.38725
2023-09-21 16:06:29,253:	[Coach] >>> VALID @Epoch: 139  >>> 
2023-09-21 16:06:29,253:	[Coach] >>> TEST  @Epoch: 139  >>> 
2023-09-21 16:06:31,917:	[Wall TIME] >>> ChiefCoach.train takes 2.664040 seconds ...
2023-09-21 16:06:33,655:	[Wall TIME] >>> ChiefCoach.valid takes 1.677305 seconds ...
2023-09-21 16:06:33,656:	[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 7.40037
2023-09-21 16:06:33,656:	[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0535 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0294
2023-09-21 16:06:33,656:	[Coach] >>> TEST  @Epoch: 140  >>> 
2023-09-21 16:06:36,304:	[Wall TIME] >>> ChiefCoach.train takes 2.647692 seconds ...
2023-09-21 16:06:36,418:	[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 7.37229
2023-09-21 16:06:36,418:	[Coach] >>> VALID @Epoch: 141  >>> 
2023-09-21 16:06:36,418:	[Coach] >>> TEST  @Epoch: 141  >>> 
2023-09-21 16:06:39,087:	[Wall TIME] >>> ChiefCoach.train takes 2.669388 seconds ...
2023-09-21 16:06:39,144:	[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 7.39074
2023-09-21 16:06:39,145:	[Coach] >>> VALID @Epoch: 142  >>> 
2023-09-21 16:06:39,145:	[Coach] >>> TEST  @Epoch: 142  >>> 
2023-09-21 16:06:41,822:	[Wall TIME] >>> ChiefCoach.train takes 2.677217 seconds ...
2023-09-21 16:06:41,878:	[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 7.37955
2023-09-21 16:06:41,878:	[Coach] >>> VALID @Epoch: 143  >>> 
2023-09-21 16:06:41,878:	[Coach] >>> TEST  @Epoch: 143  >>> 
2023-09-21 16:06:44,655:	[Wall TIME] >>> ChiefCoach.train takes 2.777174 seconds ...
2023-09-21 16:06:44,711:	[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 7.38931
2023-09-21 16:06:44,711:	[Coach] >>> VALID @Epoch: 144  >>> 
2023-09-21 16:06:44,711:	[Coach] >>> TEST  @Epoch: 144  >>> 
2023-09-21 16:06:47,335:	[Wall TIME] >>> ChiefCoach.train takes 2.624409 seconds ...
2023-09-21 16:06:49,068:	[Wall TIME] >>> ChiefCoach.valid takes 1.667939 seconds ...
2023-09-21 16:06:49,069:	[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 7.38458
2023-09-21 16:06:49,069:	[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0545 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0297
2023-09-21 16:06:49,069:	[Coach] >>> TEST  @Epoch: 145  >>> 
2023-09-21 16:06:51,816:	[Wall TIME] >>> ChiefCoach.train takes 2.747167 seconds ...
2023-09-21 16:06:51,874:	[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 7.39009
2023-09-21 16:06:51,874:	[Coach] >>> VALID @Epoch: 146  >>> 
2023-09-21 16:06:51,874:	[Coach] >>> TEST  @Epoch: 146  >>> 
2023-09-21 16:06:54,602:	[Wall TIME] >>> ChiefCoach.train takes 2.727600 seconds ...
2023-09-21 16:06:54,660:	[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 7.36673
2023-09-21 16:06:54,660:	[Coach] >>> VALID @Epoch: 147  >>> 
2023-09-21 16:06:54,660:	[Coach] >>> TEST  @Epoch: 147  >>> 
2023-09-21 16:06:57,279:	[Wall TIME] >>> ChiefCoach.train takes 2.618633 seconds ...
2023-09-21 16:06:57,333:	[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 7.37484
2023-09-21 16:06:57,333:	[Coach] >>> VALID @Epoch: 148  >>> 
2023-09-21 16:06:57,333:	[Coach] >>> TEST  @Epoch: 148  >>> 
2023-09-21 16:06:59,957:	[Wall TIME] >>> ChiefCoach.train takes 2.623053 seconds ...
2023-09-21 16:07:00,034:	[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 7.37322
2023-09-21 16:07:00,034:	[Coach] >>> VALID @Epoch: 149  >>> 
2023-09-21 16:07:00,034:	[Coach] >>> TEST  @Epoch: 149  >>> 
2023-09-21 16:07:02,711:	[Wall TIME] >>> ChiefCoach.train takes 2.676406 seconds ...
2023-09-21 16:07:04,393:	[Wall TIME] >>> ChiefCoach.valid takes 1.625927 seconds ...
2023-09-21 16:07:04,393:	[Coach] >>> Better ***NDCG@10*** of ***0.0305*** 
2023-09-21 16:07:04,411:	[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 7.36607
2023-09-21 16:07:04,411:	[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0568 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0305
2023-09-21 16:07:04,411:	[Coach] >>> TEST  @Epoch: 150  >>> 
2023-09-21 16:07:07,015:	[Wall TIME] >>> ChiefCoach.train takes 2.603087 seconds ...
2023-09-21 16:07:07,074:	[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 7.35137
2023-09-21 16:07:07,074:	[Coach] >>> VALID @Epoch: 151  >>> 
2023-09-21 16:07:07,074:	[Coach] >>> TEST  @Epoch: 151  >>> 
2023-09-21 16:07:09,740:	[Wall TIME] >>> ChiefCoach.train takes 2.665198 seconds ...
2023-09-21 16:07:09,817:	[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 7.37132
2023-09-21 16:07:09,817:	[Coach] >>> VALID @Epoch: 152  >>> 
2023-09-21 16:07:09,817:	[Coach] >>> TEST  @Epoch: 152  >>> 
2023-09-21 16:07:12,440:	[Wall TIME] >>> ChiefCoach.train takes 2.622817 seconds ...
2023-09-21 16:07:12,500:	[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 7.35622
2023-09-21 16:07:12,501:	[Coach] >>> VALID @Epoch: 153  >>> 
2023-09-21 16:07:12,501:	[Coach] >>> TEST  @Epoch: 153  >>> 
2023-09-21 16:07:15,089:	[Wall TIME] >>> ChiefCoach.train takes 2.588217 seconds ...
2023-09-21 16:07:15,143:	[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 7.34134
2023-09-21 16:07:15,143:	[Coach] >>> VALID @Epoch: 154  >>> 
2023-09-21 16:07:15,143:	[Coach] >>> TEST  @Epoch: 154  >>> 
2023-09-21 16:07:17,769:	[Wall TIME] >>> ChiefCoach.train takes 2.625467 seconds ...
2023-09-21 16:07:19,464:	[Wall TIME] >>> ChiefCoach.valid takes 1.641445 seconds ...
2023-09-21 16:07:19,464:	[Coach] >>> Better ***NDCG@10*** of ***0.0306*** 
2023-09-21 16:07:19,490:	[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 7.33853
2023-09-21 16:07:19,490:	[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0367 || HITRATE@10 Avg: 0.0556 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0306
2023-09-21 16:07:19,490:	[Coach] >>> TEST  @Epoch: 155  >>> 
2023-09-21 16:07:22,193:	[Wall TIME] >>> ChiefCoach.train takes 2.702618 seconds ...
2023-09-21 16:07:22,250:	[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 7.33594
2023-09-21 16:07:22,250:	[Coach] >>> VALID @Epoch: 156  >>> 
2023-09-21 16:07:22,251:	[Coach] >>> TEST  @Epoch: 156  >>> 
2023-09-21 16:07:24,851:	[Wall TIME] >>> ChiefCoach.train takes 2.600020 seconds ...
2023-09-21 16:07:24,903:	[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 7.34517
2023-09-21 16:07:24,904:	[Coach] >>> VALID @Epoch: 157  >>> 
2023-09-21 16:07:24,904:	[Coach] >>> TEST  @Epoch: 157  >>> 
2023-09-21 16:07:27,535:	[Wall TIME] >>> ChiefCoach.train takes 2.631339 seconds ...
2023-09-21 16:07:27,588:	[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 7.34196
2023-09-21 16:07:27,589:	[Coach] >>> VALID @Epoch: 158  >>> 
2023-09-21 16:07:27,589:	[Coach] >>> TEST  @Epoch: 158  >>> 
2023-09-21 16:07:30,179:	[Wall TIME] >>> ChiefCoach.train takes 2.589612 seconds ...
2023-09-21 16:07:30,239:	[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 7.32238
2023-09-21 16:07:30,239:	[Coach] >>> VALID @Epoch: 159  >>> 
2023-09-21 16:07:30,239:	[Coach] >>> TEST  @Epoch: 159  >>> 
2023-09-21 16:07:32,875:	[Wall TIME] >>> ChiefCoach.train takes 2.635619 seconds ...
2023-09-21 16:07:34,589:	[Wall TIME] >>> ChiefCoach.valid takes 1.648457 seconds ...
2023-09-21 16:07:34,589:	[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 7.32807
2023-09-21 16:07:34,589:	[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0370 || HITRATE@10 Avg: 0.0559 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0303
2023-09-21 16:07:34,589:	[Coach] >>> TEST  @Epoch: 160  >>> 
2023-09-21 16:07:37,180:	[Wall TIME] >>> ChiefCoach.train takes 2.590696 seconds ...
2023-09-21 16:07:37,238:	[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 7.32449
2023-09-21 16:07:37,238:	[Coach] >>> VALID @Epoch: 161  >>> 
2023-09-21 16:07:37,238:	[Coach] >>> TEST  @Epoch: 161  >>> 
2023-09-21 16:07:39,858:	[Wall TIME] >>> ChiefCoach.train takes 2.620194 seconds ...
2023-09-21 16:07:39,911:	[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 7.32539
2023-09-21 16:07:39,911:	[Coach] >>> VALID @Epoch: 162  >>> 
2023-09-21 16:07:39,911:	[Coach] >>> TEST  @Epoch: 162  >>> 
2023-09-21 16:07:42,590:	[Wall TIME] >>> ChiefCoach.train takes 2.678327 seconds ...
2023-09-21 16:07:42,659:	[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 7.31283
2023-09-21 16:07:42,660:	[Coach] >>> VALID @Epoch: 163  >>> 
2023-09-21 16:07:42,660:	[Coach] >>> TEST  @Epoch: 163  >>> 
2023-09-21 16:07:45,351:	[Wall TIME] >>> ChiefCoach.train takes 2.691206 seconds ...
2023-09-21 16:07:45,406:	[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 7.33879
2023-09-21 16:07:45,407:	[Coach] >>> VALID @Epoch: 164  >>> 
2023-09-21 16:07:45,407:	[Coach] >>> TEST  @Epoch: 164  >>> 
2023-09-21 16:07:48,064:	[Wall TIME] >>> ChiefCoach.train takes 2.657095 seconds ...
2023-09-21 16:07:49,757:	[Wall TIME] >>> ChiefCoach.valid takes 1.631608 seconds ...
2023-09-21 16:07:49,757:	[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 7.31624
2023-09-21 16:07:49,757:	[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0363 || HITRATE@10 Avg: 0.0548 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0299
2023-09-21 16:07:49,757:	[Coach] >>> TEST  @Epoch: 165  >>> 
2023-09-21 16:07:52,486:	[Wall TIME] >>> ChiefCoach.train takes 2.728734 seconds ...
2023-09-21 16:07:52,551:	[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 7.28741
2023-09-21 16:07:52,551:	[Coach] >>> VALID @Epoch: 166  >>> 
2023-09-21 16:07:52,551:	[Coach] >>> TEST  @Epoch: 166  >>> 
2023-09-21 16:07:55,215:	[Wall TIME] >>> ChiefCoach.train takes 2.663770 seconds ...
2023-09-21 16:07:55,273:	[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 7.31470
2023-09-21 16:07:55,273:	[Coach] >>> VALID @Epoch: 167  >>> 
2023-09-21 16:07:55,273:	[Coach] >>> TEST  @Epoch: 167  >>> 
2023-09-21 16:07:57,889:	[Wall TIME] >>> ChiefCoach.train takes 2.615196 seconds ...
2023-09-21 16:07:57,943:	[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 7.32200
2023-09-21 16:07:57,943:	[Coach] >>> VALID @Epoch: 168  >>> 
2023-09-21 16:07:57,943:	[Coach] >>> TEST  @Epoch: 168  >>> 
2023-09-21 16:08:00,522:	[Wall TIME] >>> ChiefCoach.train takes 2.579457 seconds ...
2023-09-21 16:08:00,578:	[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 7.32961
2023-09-21 16:08:00,578:	[Coach] >>> VALID @Epoch: 169  >>> 
2023-09-21 16:08:00,578:	[Coach] >>> TEST  @Epoch: 169  >>> 
2023-09-21 16:08:03,183:	[Wall TIME] >>> ChiefCoach.train takes 2.605160 seconds ...
2023-09-21 16:08:05,003:	[Wall TIME] >>> ChiefCoach.valid takes 1.762838 seconds ...
2023-09-21 16:08:05,004:	[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 7.31118
2023-09-21 16:08:05,004:	[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0122 || HITRATE@5 Avg: 0.0367 || HITRATE@10 Avg: 0.0559 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0306
2023-09-21 16:08:05,004:	[Coach] >>> TEST  @Epoch: 170  >>> 
2023-09-21 16:08:07,570:	[Wall TIME] >>> ChiefCoach.train takes 2.565672 seconds ...
2023-09-21 16:08:07,625:	[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 7.31130
2023-09-21 16:08:07,626:	[Coach] >>> VALID @Epoch: 171  >>> 
2023-09-21 16:08:07,626:	[Coach] >>> TEST  @Epoch: 171  >>> 
2023-09-21 16:08:10,202:	[Wall TIME] >>> ChiefCoach.train takes 2.575961 seconds ...
2023-09-21 16:08:10,255:	[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 7.30369
2023-09-21 16:08:10,255:	[Coach] >>> VALID @Epoch: 172  >>> 
2023-09-21 16:08:10,255:	[Coach] >>> TEST  @Epoch: 172  >>> 
2023-09-21 16:08:12,893:	[Wall TIME] >>> ChiefCoach.train takes 2.637993 seconds ...
2023-09-21 16:08:12,961:	[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 7.29370
2023-09-21 16:08:12,962:	[Coach] >>> VALID @Epoch: 173  >>> 
2023-09-21 16:08:12,962:	[Coach] >>> TEST  @Epoch: 173  >>> 
2023-09-21 16:08:15,662:	[Wall TIME] >>> ChiefCoach.train takes 2.700039 seconds ...
2023-09-21 16:08:15,725:	[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 7.29809
2023-09-21 16:08:15,726:	[Coach] >>> VALID @Epoch: 174  >>> 
2023-09-21 16:08:15,726:	[Coach] >>> TEST  @Epoch: 174  >>> 
2023-09-21 16:08:18,347:	[Wall TIME] >>> ChiefCoach.train takes 2.620582 seconds ...
2023-09-21 16:08:20,029:	[Wall TIME] >>> ChiefCoach.valid takes 1.629656 seconds ...
2023-09-21 16:08:20,030:	[Coach] >>> Better ***NDCG@10*** of ***0.0309*** 
2023-09-21 16:08:20,047:	[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 7.29241
2023-09-21 16:08:20,047:	[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0374 || HITRATE@10 Avg: 0.0566 || NDCG@5 Avg: 0.0247 || NDCG@10 Avg: 0.0309
2023-09-21 16:08:20,047:	[Coach] >>> TEST  @Epoch: 175  >>> 
2023-09-21 16:08:22,684:	[Wall TIME] >>> ChiefCoach.train takes 2.636261 seconds ...
2023-09-21 16:08:22,738:	[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 7.29995
2023-09-21 16:08:22,738:	[Coach] >>> VALID @Epoch: 176  >>> 
2023-09-21 16:08:22,738:	[Coach] >>> TEST  @Epoch: 176  >>> 
2023-09-21 16:08:25,362:	[Wall TIME] >>> ChiefCoach.train takes 2.624359 seconds ...
2023-09-21 16:08:25,416:	[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 7.27772
2023-09-21 16:08:25,416:	[Coach] >>> VALID @Epoch: 177  >>> 
2023-09-21 16:08:25,416:	[Coach] >>> TEST  @Epoch: 177  >>> 
2023-09-21 16:08:28,091:	[Wall TIME] >>> ChiefCoach.train takes 2.674915 seconds ...
2023-09-21 16:08:28,150:	[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 7.30256
2023-09-21 16:08:28,150:	[Coach] >>> VALID @Epoch: 178  >>> 
2023-09-21 16:08:28,150:	[Coach] >>> TEST  @Epoch: 178  >>> 
2023-09-21 16:08:30,778:	[Wall TIME] >>> ChiefCoach.train takes 2.627982 seconds ...
2023-09-21 16:08:30,831:	[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 7.29831
2023-09-21 16:08:30,832:	[Coach] >>> VALID @Epoch: 179  >>> 
2023-09-21 16:08:30,832:	[Coach] >>> TEST  @Epoch: 179  >>> 
2023-09-21 16:08:33,448:	[Wall TIME] >>> ChiefCoach.train takes 2.616287 seconds ...
2023-09-21 16:08:35,153:	[Wall TIME] >>> ChiefCoach.valid takes 1.633469 seconds ...
2023-09-21 16:08:35,153:	[Coach] >>> Better ***NDCG@10*** of ***0.0310*** 
2023-09-21 16:08:35,181:	[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 7.28387
2023-09-21 16:08:35,181:	[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0374 || HITRATE@10 Avg: 0.0558 || NDCG@5 Avg: 0.0251 || NDCG@10 Avg: 0.0310
2023-09-21 16:08:35,182:	[Coach] >>> TEST  @Epoch: 180  >>> 
2023-09-21 16:08:37,796:	[Wall TIME] >>> ChiefCoach.train takes 2.614472 seconds ...
2023-09-21 16:08:37,876:	[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 7.28051
2023-09-21 16:08:37,877:	[Coach] >>> VALID @Epoch: 181  >>> 
2023-09-21 16:08:37,877:	[Coach] >>> TEST  @Epoch: 181  >>> 
2023-09-21 16:08:40,563:	[Wall TIME] >>> ChiefCoach.train takes 2.686163 seconds ...
2023-09-21 16:08:40,618:	[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 7.28787
2023-09-21 16:08:40,618:	[Coach] >>> VALID @Epoch: 182  >>> 
2023-09-21 16:08:40,618:	[Coach] >>> TEST  @Epoch: 182  >>> 
2023-09-21 16:08:43,211:	[Wall TIME] >>> ChiefCoach.train takes 2.592582 seconds ...
2023-09-21 16:08:43,274:	[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 7.27306
2023-09-21 16:08:43,275:	[Coach] >>> VALID @Epoch: 183  >>> 
2023-09-21 16:08:43,275:	[Coach] >>> TEST  @Epoch: 183  >>> 
2023-09-21 16:08:45,924:	[Wall TIME] >>> ChiefCoach.train takes 2.649245 seconds ...
2023-09-21 16:08:45,991:	[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 7.29493
2023-09-21 16:08:45,991:	[Coach] >>> VALID @Epoch: 184  >>> 
2023-09-21 16:08:45,991:	[Coach] >>> TEST  @Epoch: 184  >>> 
2023-09-21 16:08:48,678:	[Wall TIME] >>> ChiefCoach.train takes 2.686844 seconds ...
2023-09-21 16:08:50,415:	[Wall TIME] >>> ChiefCoach.valid takes 1.682091 seconds ...
2023-09-21 16:08:50,416:	[Coach] >>> Better ***NDCG@10*** of ***0.0321*** 
2023-09-21 16:08:50,442:	[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 7.27823
2023-09-21 16:08:50,442:	[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0141 || HITRATE@5 Avg: 0.0370 || HITRATE@10 Avg: 0.0566 || NDCG@5 Avg: 0.0257 || NDCG@10 Avg: 0.0321
2023-09-21 16:08:50,442:	[Coach] >>> TEST  @Epoch: 185  >>> 
2023-09-21 16:08:53,050:	[Wall TIME] >>> ChiefCoach.train takes 2.607073 seconds ...
2023-09-21 16:08:53,108:	[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 7.28260
2023-09-21 16:08:53,108:	[Coach] >>> VALID @Epoch: 186  >>> 
2023-09-21 16:08:53,108:	[Coach] >>> TEST  @Epoch: 186  >>> 
2023-09-21 16:08:55,711:	[Wall TIME] >>> ChiefCoach.train takes 2.602299 seconds ...
2023-09-21 16:08:55,768:	[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 7.27748
2023-09-21 16:08:55,768:	[Coach] >>> VALID @Epoch: 187  >>> 
2023-09-21 16:08:55,768:	[Coach] >>> TEST  @Epoch: 187  >>> 
2023-09-21 16:08:58,404:	[Wall TIME] >>> ChiefCoach.train takes 2.635603 seconds ...
2023-09-21 16:08:58,463:	[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 7.25482
2023-09-21 16:08:58,463:	[Coach] >>> VALID @Epoch: 188  >>> 
2023-09-21 16:08:58,463:	[Coach] >>> TEST  @Epoch: 188  >>> 
2023-09-21 16:09:01,131:	[Wall TIME] >>> ChiefCoach.train takes 2.668083 seconds ...
2023-09-21 16:09:01,197:	[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 7.28545
2023-09-21 16:09:01,197:	[Coach] >>> VALID @Epoch: 189  >>> 
2023-09-21 16:09:01,197:	[Coach] >>> TEST  @Epoch: 189  >>> 
2023-09-21 16:09:03,895:	[Wall TIME] >>> ChiefCoach.train takes 2.697255 seconds ...
2023-09-21 16:09:05,688:	[Wall TIME] >>> ChiefCoach.valid takes 1.737764 seconds ...
2023-09-21 16:09:05,688:	[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 7.28215
2023-09-21 16:09:05,688:	[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0125 || HITRATE@5 Avg: 0.0376 || HITRATE@10 Avg: 0.0569 || NDCG@5 Avg: 0.0252 || NDCG@10 Avg: 0.0314
2023-09-21 16:09:05,689:	[Coach] >>> TEST  @Epoch: 190  >>> 
2023-09-21 16:09:08,339:	[Wall TIME] >>> ChiefCoach.train takes 2.650301 seconds ...
2023-09-21 16:09:08,398:	[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 7.26705
2023-09-21 16:09:08,398:	[Coach] >>> VALID @Epoch: 191  >>> 
2023-09-21 16:09:08,398:	[Coach] >>> TEST  @Epoch: 191  >>> 
2023-09-21 16:09:11,013:	[Wall TIME] >>> ChiefCoach.train takes 2.614623 seconds ...
2023-09-21 16:09:11,068:	[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 7.25830
2023-09-21 16:09:11,068:	[Coach] >>> VALID @Epoch: 192  >>> 
2023-09-21 16:09:11,068:	[Coach] >>> TEST  @Epoch: 192  >>> 
2023-09-21 16:09:13,695:	[Wall TIME] >>> ChiefCoach.train takes 2.626266 seconds ...
2023-09-21 16:09:13,750:	[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 7.25486
2023-09-21 16:09:13,750:	[Coach] >>> VALID @Epoch: 193  >>> 
2023-09-21 16:09:13,750:	[Coach] >>> TEST  @Epoch: 193  >>> 
2023-09-21 16:09:16,393:	[Wall TIME] >>> ChiefCoach.train takes 2.642589 seconds ...
2023-09-21 16:09:16,449:	[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 7.27509
2023-09-21 16:09:16,449:	[Coach] >>> VALID @Epoch: 194  >>> 
2023-09-21 16:09:16,450:	[Coach] >>> TEST  @Epoch: 194  >>> 
2023-09-21 16:09:19,073:	[Wall TIME] >>> ChiefCoach.train takes 2.623770 seconds ...
2023-09-21 16:09:20,797:	[Wall TIME] >>> ChiefCoach.valid takes 1.664951 seconds ...
2023-09-21 16:09:20,798:	[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 7.26081
2023-09-21 16:09:20,798:	[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0371 || HITRATE@10 Avg: 0.0579 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0311
2023-09-21 16:09:20,798:	[Coach] >>> TEST  @Epoch: 195  >>> 
2023-09-21 16:09:23,488:	[Wall TIME] >>> ChiefCoach.train takes 2.690076 seconds ...
2023-09-21 16:09:23,547:	[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 7.25680
2023-09-21 16:09:23,547:	[Coach] >>> VALID @Epoch: 196  >>> 
2023-09-21 16:09:23,547:	[Coach] >>> TEST  @Epoch: 196  >>> 
2023-09-21 16:09:26,145:	[Wall TIME] >>> ChiefCoach.train takes 2.597335 seconds ...
2023-09-21 16:09:26,198:	[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 7.26089
2023-09-21 16:09:26,198:	[Coach] >>> VALID @Epoch: 197  >>> 
2023-09-21 16:09:26,198:	[Coach] >>> TEST  @Epoch: 197  >>> 
2023-09-21 16:09:28,854:	[Wall TIME] >>> ChiefCoach.train takes 2.655056 seconds ...
2023-09-21 16:09:28,907:	[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 7.24923
2023-09-21 16:09:28,907:	[Coach] >>> VALID @Epoch: 198  >>> 
2023-09-21 16:09:28,907:	[Coach] >>> TEST  @Epoch: 198  >>> 
2023-09-21 16:09:31,520:	[Wall TIME] >>> ChiefCoach.train takes 2.612792 seconds ...
2023-09-21 16:09:31,589:	[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 7.24669
2023-09-21 16:09:31,589:	[Coach] >>> VALID @Epoch: 199  >>> 
2023-09-21 16:09:31,589:	[Coach] >>> TEST  @Epoch: 199  >>> 
2023-09-21 16:09:34,169:	[Wall TIME] >>> ChiefCoach.train takes 2.579053 seconds ...
2023-09-21 16:09:35,821:	[Wall TIME] >>> ChiefCoach.valid takes 1.585041 seconds ...
2023-09-21 16:09:35,822:	[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 7.26302
2023-09-21 16:09:35,822:	[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0376 || HITRATE@10 Avg: 0.0585 || NDCG@5 Avg: 0.0250 || NDCG@10 Avg: 0.0317
2023-09-21 16:09:35,822:	[Coach] >>> TEST  @Epoch: 200  >>> 
2023-09-21 16:09:38,424:	[Wall TIME] >>> ChiefCoach.train takes 2.601613 seconds ...
2023-09-21 16:09:38,496:	[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 7.24137
2023-09-21 16:09:38,497:	[Coach] >>> VALID @Epoch: 201  >>> 
2023-09-21 16:09:38,497:	[Coach] >>> TEST  @Epoch: 201  >>> 
2023-09-21 16:09:41,178:	[Wall TIME] >>> ChiefCoach.train takes 2.680890 seconds ...
2023-09-21 16:09:41,235:	[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 7.25949
2023-09-21 16:09:41,235:	[Coach] >>> VALID @Epoch: 202  >>> 
2023-09-21 16:09:41,235:	[Coach] >>> TEST  @Epoch: 202  >>> 
2023-09-21 16:09:43,873:	[Wall TIME] >>> ChiefCoach.train takes 2.638095 seconds ...
2023-09-21 16:09:43,929:	[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 7.25627
2023-09-21 16:09:43,929:	[Coach] >>> VALID @Epoch: 203  >>> 
2023-09-21 16:09:43,930:	[Coach] >>> TEST  @Epoch: 203  >>> 
2023-09-21 16:09:46,548:	[Wall TIME] >>> ChiefCoach.train takes 2.618306 seconds ...
2023-09-21 16:09:46,607:	[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 7.22529
2023-09-21 16:09:46,607:	[Coach] >>> VALID @Epoch: 204  >>> 
2023-09-21 16:09:46,607:	[Coach] >>> TEST  @Epoch: 204  >>> 
2023-09-21 16:09:49,256:	[Wall TIME] >>> ChiefCoach.train takes 2.648809 seconds ...
2023-09-21 16:09:50,968:	[Wall TIME] >>> ChiefCoach.valid takes 1.641633 seconds ...
2023-09-21 16:09:50,969:	[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 7.23982
2023-09-21 16:09:50,969:	[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0384 || HITRATE@10 Avg: 0.0565 || NDCG@5 Avg: 0.0252 || NDCG@10 Avg: 0.0310
2023-09-21 16:09:50,969:	[Coach] >>> TEST  @Epoch: 205  >>> 
2023-09-21 16:09:53,557:	[Wall TIME] >>> ChiefCoach.train takes 2.588449 seconds ...
2023-09-21 16:09:53,610:	[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 7.23455
2023-09-21 16:09:53,610:	[Coach] >>> VALID @Epoch: 206  >>> 
2023-09-21 16:09:53,610:	[Coach] >>> TEST  @Epoch: 206  >>> 
2023-09-21 16:09:56,247:	[Wall TIME] >>> ChiefCoach.train takes 2.636253 seconds ...
2023-09-21 16:09:56,303:	[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 7.25319
2023-09-21 16:09:56,303:	[Coach] >>> VALID @Epoch: 207  >>> 
2023-09-21 16:09:56,303:	[Coach] >>> TEST  @Epoch: 207  >>> 
2023-09-21 16:09:58,960:	[Wall TIME] >>> ChiefCoach.train takes 2.656513 seconds ...
2023-09-21 16:09:59,017:	[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 7.23514
2023-09-21 16:09:59,018:	[Coach] >>> VALID @Epoch: 208  >>> 
2023-09-21 16:09:59,018:	[Coach] >>> TEST  @Epoch: 208  >>> 
2023-09-21 16:10:01,621:	[Wall TIME] >>> ChiefCoach.train takes 2.602769 seconds ...
2023-09-21 16:10:01,674:	[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 7.22367
2023-09-21 16:10:01,674:	[Coach] >>> VALID @Epoch: 209  >>> 
2023-09-21 16:10:01,674:	[Coach] >>> TEST  @Epoch: 209  >>> 
2023-09-21 16:10:04,304:	[Wall TIME] >>> ChiefCoach.train takes 2.629249 seconds ...
2023-09-21 16:10:05,991:	[Wall TIME] >>> ChiefCoach.valid takes 1.634334 seconds ...
2023-09-21 16:10:05,992:	[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 7.22402
2023-09-21 16:10:05,992:	[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0378 || HITRATE@10 Avg: 0.0580 || NDCG@5 Avg: 0.0249 || NDCG@10 Avg: 0.0314
2023-09-21 16:10:05,992:	[Coach] >>> TEST  @Epoch: 210  >>> 
2023-09-21 16:10:08,595:	[Wall TIME] >>> ChiefCoach.train takes 2.602717 seconds ...
2023-09-21 16:10:08,650:	[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 7.23203
2023-09-21 16:10:08,650:	[Coach] >>> VALID @Epoch: 211  >>> 
2023-09-21 16:10:08,650:	[Coach] >>> TEST  @Epoch: 211  >>> 
2023-09-21 16:10:11,331:	[Wall TIME] >>> ChiefCoach.train takes 2.680913 seconds ...
2023-09-21 16:10:11,399:	[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 7.23119
2023-09-21 16:10:11,399:	[Coach] >>> VALID @Epoch: 212  >>> 
2023-09-21 16:10:11,399:	[Coach] >>> TEST  @Epoch: 212  >>> 
2023-09-21 16:10:14,002:	[Wall TIME] >>> ChiefCoach.train takes 2.602981 seconds ...
2023-09-21 16:10:14,067:	[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 7.20338
2023-09-21 16:10:14,067:	[Coach] >>> VALID @Epoch: 213  >>> 
2023-09-21 16:10:14,067:	[Coach] >>> TEST  @Epoch: 213  >>> 
2023-09-21 16:10:16,740:	[Wall TIME] >>> ChiefCoach.train takes 2.673294 seconds ...
2023-09-21 16:10:16,811:	[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 7.22060
2023-09-21 16:10:16,811:	[Coach] >>> VALID @Epoch: 214  >>> 
2023-09-21 16:10:16,811:	[Coach] >>> TEST  @Epoch: 214  >>> 
2023-09-21 16:10:19,427:	[Wall TIME] >>> ChiefCoach.train takes 2.616112 seconds ...
2023-09-21 16:10:21,114:	[Wall TIME] >>> ChiefCoach.valid takes 1.633787 seconds ...
2023-09-21 16:10:21,114:	[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 7.22794
2023-09-21 16:10:21,115:	[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0385 || HITRATE@10 Avg: 0.0580 || NDCG@5 Avg: 0.0254 || NDCG@10 Avg: 0.0317
2023-09-21 16:10:21,115:	[Coach] >>> TEST  @Epoch: 215  >>> 
2023-09-21 16:10:23,728:	[Wall TIME] >>> ChiefCoach.train takes 2.612839 seconds ...
2023-09-21 16:10:23,787:	[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 7.23340
2023-09-21 16:10:23,787:	[Coach] >>> VALID @Epoch: 216  >>> 
2023-09-21 16:10:23,787:	[Coach] >>> TEST  @Epoch: 216  >>> 
2023-09-21 16:10:26,433:	[Wall TIME] >>> ChiefCoach.train takes 2.646309 seconds ...
2023-09-21 16:10:26,494:	[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 7.21703
2023-09-21 16:10:26,494:	[Coach] >>> VALID @Epoch: 217  >>> 
2023-09-21 16:10:26,494:	[Coach] >>> TEST  @Epoch: 217  >>> 
2023-09-21 16:10:29,256:	[Wall TIME] >>> ChiefCoach.train takes 2.761230 seconds ...
2023-09-21 16:10:29,335:	[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 7.20018
2023-09-21 16:10:29,336:	[Coach] >>> VALID @Epoch: 218  >>> 
2023-09-21 16:10:29,336:	[Coach] >>> TEST  @Epoch: 218  >>> 
2023-09-21 16:10:32,032:	[Wall TIME] >>> ChiefCoach.train takes 2.695767 seconds ...
2023-09-21 16:10:32,093:	[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 7.22425
2023-09-21 16:10:32,094:	[Coach] >>> VALID @Epoch: 219  >>> 
2023-09-21 16:10:32,094:	[Coach] >>> TEST  @Epoch: 219  >>> 
2023-09-21 16:10:34,780:	[Wall TIME] >>> ChiefCoach.train takes 2.685901 seconds ...
2023-09-21 16:10:36,491:	[Wall TIME] >>> ChiefCoach.valid takes 1.650521 seconds ...
2023-09-21 16:10:36,491:	[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 7.20330
2023-09-21 16:10:36,491:	[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0126 || HITRATE@5 Avg: 0.0374 || HITRATE@10 Avg: 0.0564 || NDCG@5 Avg: 0.0253 || NDCG@10 Avg: 0.0314
2023-09-21 16:10:36,491:	[Coach] >>> TEST  @Epoch: 220  >>> 
2023-09-21 16:10:39,140:	[Wall TIME] >>> ChiefCoach.train takes 2.648874 seconds ...
2023-09-21 16:10:39,196:	[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 7.22446
2023-09-21 16:10:39,196:	[Coach] >>> VALID @Epoch: 221  >>> 
2023-09-21 16:10:39,196:	[Coach] >>> TEST  @Epoch: 221  >>> 
2023-09-21 16:10:41,845:	[Wall TIME] >>> ChiefCoach.train takes 2.649193 seconds ...
2023-09-21 16:10:41,904:	[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 7.21438
2023-09-21 16:10:41,904:	[Coach] >>> VALID @Epoch: 222  >>> 
2023-09-21 16:10:41,904:	[Coach] >>> TEST  @Epoch: 222  >>> 
2023-09-21 16:10:44,551:	[Wall TIME] >>> ChiefCoach.train takes 2.646689 seconds ...
2023-09-21 16:10:44,617:	[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 7.21953
2023-09-21 16:10:44,618:	[Coach] >>> VALID @Epoch: 223  >>> 
2023-09-21 16:10:44,618:	[Coach] >>> TEST  @Epoch: 223  >>> 
2023-09-21 16:10:47,312:	[Wall TIME] >>> ChiefCoach.train takes 2.694546 seconds ...
2023-09-21 16:10:47,365:	[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 7.21800
2023-09-21 16:10:47,366:	[Coach] >>> VALID @Epoch: 224  >>> 
2023-09-21 16:10:47,366:	[Coach] >>> TEST  @Epoch: 224  >>> 
2023-09-21 16:10:50,082:	[Wall TIME] >>> ChiefCoach.train takes 2.716259 seconds ...
2023-09-21 16:10:51,762:	[Wall TIME] >>> ChiefCoach.valid takes 1.618103 seconds ...
2023-09-21 16:10:51,762:	[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 7.22302
2023-09-21 16:10:51,762:	[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0387 || HITRATE@10 Avg: 0.0563 || NDCG@5 Avg: 0.0254 || NDCG@10 Avg: 0.0310
2023-09-21 16:10:51,762:	[Coach] >>> TEST  @Epoch: 225  >>> 
2023-09-21 16:10:54,372:	[Wall TIME] >>> ChiefCoach.train takes 2.609553 seconds ...
2023-09-21 16:10:54,432:	[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 7.21627
2023-09-21 16:10:54,432:	[Coach] >>> VALID @Epoch: 226  >>> 
2023-09-21 16:10:54,432:	[Coach] >>> TEST  @Epoch: 226  >>> 
2023-09-21 16:10:57,105:	[Wall TIME] >>> ChiefCoach.train takes 2.672681 seconds ...
2023-09-21 16:10:57,162:	[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 7.19115
2023-09-21 16:10:57,163:	[Coach] >>> VALID @Epoch: 227  >>> 
2023-09-21 16:10:57,163:	[Coach] >>> TEST  @Epoch: 227  >>> 
2023-09-21 16:10:59,769:	[Wall TIME] >>> ChiefCoach.train takes 2.606590 seconds ...
2023-09-21 16:10:59,830:	[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 7.20182
2023-09-21 16:10:59,831:	[Coach] >>> VALID @Epoch: 228  >>> 
2023-09-21 16:10:59,831:	[Coach] >>> TEST  @Epoch: 228  >>> 
2023-09-21 16:11:02,512:	[Wall TIME] >>> ChiefCoach.train takes 2.681325 seconds ...
2023-09-21 16:11:02,569:	[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 7.20721
2023-09-21 16:11:02,570:	[Coach] >>> VALID @Epoch: 229  >>> 
2023-09-21 16:11:02,570:	[Coach] >>> TEST  @Epoch: 229  >>> 
2023-09-21 16:11:05,237:	[Wall TIME] >>> ChiefCoach.train takes 2.667307 seconds ...
2023-09-21 16:11:06,963:	[Wall TIME] >>> ChiefCoach.valid takes 1.668509 seconds ...
2023-09-21 16:11:06,963:	[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 7.18670
2023-09-21 16:11:06,964:	[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0125 || HITRATE@5 Avg: 0.0381 || HITRATE@10 Avg: 0.0578 || NDCG@5 Avg: 0.0256 || NDCG@10 Avg: 0.0319
2023-09-21 16:11:06,964:	[Coach] >>> TEST  @Epoch: 230  >>> 
2023-09-21 16:11:09,608:	[Wall TIME] >>> ChiefCoach.train takes 2.643761 seconds ...
2023-09-21 16:11:09,663:	[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 7.20996
2023-09-21 16:11:09,663:	[Coach] >>> VALID @Epoch: 231  >>> 
2023-09-21 16:11:09,663:	[Coach] >>> TEST  @Epoch: 231  >>> 
2023-09-21 16:11:12,374:	[Wall TIME] >>> ChiefCoach.train takes 2.710704 seconds ...
2023-09-21 16:11:12,430:	[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 7.19258
2023-09-21 16:11:12,430:	[Coach] >>> VALID @Epoch: 232  >>> 
2023-09-21 16:11:12,430:	[Coach] >>> TEST  @Epoch: 232  >>> 
2023-09-21 16:11:15,081:	[Wall TIME] >>> ChiefCoach.train takes 2.650396 seconds ...
2023-09-21 16:11:15,144:	[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 7.20428
2023-09-21 16:11:15,144:	[Coach] >>> VALID @Epoch: 233  >>> 
2023-09-21 16:11:15,144:	[Coach] >>> TEST  @Epoch: 233  >>> 
2023-09-21 16:11:17,772:	[Wall TIME] >>> ChiefCoach.train takes 2.627875 seconds ...
2023-09-21 16:11:17,826:	[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 7.20258
2023-09-21 16:11:17,826:	[Coach] >>> VALID @Epoch: 234  >>> 
2023-09-21 16:11:17,826:	[Coach] >>> TEST  @Epoch: 234  >>> 
2023-09-21 16:11:20,484:	[Wall TIME] >>> ChiefCoach.train takes 2.658381 seconds ...
2023-09-21 16:11:22,188:	[Wall TIME] >>> ChiefCoach.valid takes 1.650539 seconds ...
2023-09-21 16:11:22,189:	[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 7.21482
2023-09-21 16:11:22,189:	[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0377 || HITRATE@10 Avg: 0.0569 || NDCG@5 Avg: 0.0249 || NDCG@10 Avg: 0.0311
2023-09-21 16:11:22,189:	[Coach] >>> TEST  @Epoch: 235  >>> 
2023-09-21 16:11:24,821:	[Wall TIME] >>> ChiefCoach.train takes 2.632118 seconds ...
2023-09-21 16:11:24,885:	[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 7.18024
2023-09-21 16:11:24,885:	[Coach] >>> VALID @Epoch: 236  >>> 
2023-09-21 16:11:24,885:	[Coach] >>> TEST  @Epoch: 236  >>> 
2023-09-21 16:11:27,593:	[Wall TIME] >>> ChiefCoach.train takes 2.707533 seconds ...
2023-09-21 16:11:27,655:	[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 7.20798
2023-09-21 16:11:27,655:	[Coach] >>> VALID @Epoch: 237  >>> 
2023-09-21 16:11:27,655:	[Coach] >>> TEST  @Epoch: 237  >>> 
2023-09-21 16:11:30,373:	[Wall TIME] >>> ChiefCoach.train takes 2.718092 seconds ...
2023-09-21 16:11:30,427:	[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 7.18855
2023-09-21 16:11:30,428:	[Coach] >>> VALID @Epoch: 238  >>> 
2023-09-21 16:11:30,428:	[Coach] >>> TEST  @Epoch: 238  >>> 
2023-09-21 16:11:33,020:	[Wall TIME] >>> ChiefCoach.train takes 2.592150 seconds ...
2023-09-21 16:11:33,092:	[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 7.19415
2023-09-21 16:11:33,092:	[Coach] >>> VALID @Epoch: 239  >>> 
2023-09-21 16:11:33,092:	[Coach] >>> TEST  @Epoch: 239  >>> 
2023-09-21 16:11:35,774:	[Wall TIME] >>> ChiefCoach.train takes 2.681644 seconds ...
2023-09-21 16:11:37,469:	[Wall TIME] >>> ChiefCoach.valid takes 1.630437 seconds ...
2023-09-21 16:11:37,469:	[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 7.17547
2023-09-21 16:11:37,469:	[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0368 || HITRATE@10 Avg: 0.0567 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0310
2023-09-21 16:11:37,470:	[Coach] >>> TEST  @Epoch: 240  >>> 
2023-09-21 16:11:40,156:	[Wall TIME] >>> ChiefCoach.train takes 2.686836 seconds ...
2023-09-21 16:11:40,222:	[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 7.19709
2023-09-21 16:11:40,222:	[Coach] >>> VALID @Epoch: 241  >>> 
2023-09-21 16:11:40,222:	[Coach] >>> TEST  @Epoch: 241  >>> 
2023-09-21 16:11:42,808:	[Wall TIME] >>> ChiefCoach.train takes 2.585633 seconds ...
2023-09-21 16:11:42,861:	[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 7.17639
2023-09-21 16:11:42,861:	[Coach] >>> VALID @Epoch: 242  >>> 
2023-09-21 16:11:42,861:	[Coach] >>> TEST  @Epoch: 242  >>> 
2023-09-21 16:11:45,507:	[Wall TIME] >>> ChiefCoach.train takes 2.645752 seconds ...
2023-09-21 16:11:45,562:	[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 7.19299
2023-09-21 16:11:45,562:	[Coach] >>> VALID @Epoch: 243  >>> 
2023-09-21 16:11:45,562:	[Coach] >>> TEST  @Epoch: 243  >>> 
2023-09-21 16:11:48,146:	[Wall TIME] >>> ChiefCoach.train takes 2.584032 seconds ...
2023-09-21 16:11:48,208:	[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 7.16471
2023-09-21 16:11:48,208:	[Coach] >>> VALID @Epoch: 244  >>> 
2023-09-21 16:11:48,208:	[Coach] >>> TEST  @Epoch: 244  >>> 
2023-09-21 16:11:50,919:	[Wall TIME] >>> ChiefCoach.train takes 2.710494 seconds ...
2023-09-21 16:11:52,638:	[Wall TIME] >>> ChiefCoach.valid takes 1.665444 seconds ...
2023-09-21 16:11:52,638:	[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 7.18880
2023-09-21 16:11:52,638:	[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0366 || HITRATE@10 Avg: 0.0566 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0311
2023-09-21 16:11:52,638:	[Coach] >>> TEST  @Epoch: 245  >>> 
2023-09-21 16:11:55,299:	[Wall TIME] >>> ChiefCoach.train takes 2.660702 seconds ...
2023-09-21 16:11:55,356:	[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 7.15808
2023-09-21 16:11:55,356:	[Coach] >>> VALID @Epoch: 246  >>> 
2023-09-21 16:11:55,356:	[Coach] >>> TEST  @Epoch: 246  >>> 
2023-09-21 16:11:57,977:	[Wall TIME] >>> ChiefCoach.train takes 2.620679 seconds ...
2023-09-21 16:11:58,036:	[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 7.18079
2023-09-21 16:11:58,036:	[Coach] >>> VALID @Epoch: 247  >>> 
2023-09-21 16:11:58,036:	[Coach] >>> TEST  @Epoch: 247  >>> 
2023-09-21 16:12:00,731:	[Wall TIME] >>> ChiefCoach.train takes 2.694164 seconds ...
2023-09-21 16:12:00,793:	[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 7.18336
2023-09-21 16:12:00,793:	[Coach] >>> VALID @Epoch: 248  >>> 
2023-09-21 16:12:00,794:	[Coach] >>> TEST  @Epoch: 248  >>> 
2023-09-21 16:12:03,370:	[Wall TIME] >>> ChiefCoach.train takes 2.575831 seconds ...
2023-09-21 16:12:03,426:	[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 7.15939
2023-09-21 16:12:03,426:	[Coach] >>> VALID @Epoch: 249  >>> 
2023-09-21 16:12:03,427:	[Coach] >>> TEST  @Epoch: 249  >>> 
2023-09-21 16:12:06,127:	[Wall TIME] >>> ChiefCoach.train takes 2.699958 seconds ...
2023-09-21 16:12:07,795:	[Wall TIME] >>> ChiefCoach.valid takes 1.611810 seconds ...
2023-09-21 16:12:07,795:	[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 7.17445
2023-09-21 16:12:07,795:	[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0376 || HITRATE@10 Avg: 0.0570 || NDCG@5 Avg: 0.0247 || NDCG@10 Avg: 0.0310
2023-09-21 16:12:07,796:	[Coach] >>> TEST  @Epoch: 250  >>> 
2023-09-21 16:12:10,414:	[Wall TIME] >>> ChiefCoach.train takes 2.618307 seconds ...
2023-09-21 16:12:10,476:	[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 7.14605
2023-09-21 16:12:10,476:	[Coach] >>> VALID @Epoch: 251  >>> 
2023-09-21 16:12:10,476:	[Coach] >>> TEST  @Epoch: 251  >>> 
2023-09-21 16:12:13,077:	[Wall TIME] >>> ChiefCoach.train takes 2.601255 seconds ...
2023-09-21 16:12:13,133:	[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 7.16245
2023-09-21 16:12:13,134:	[Coach] >>> VALID @Epoch: 252  >>> 
2023-09-21 16:12:13,134:	[Coach] >>> TEST  @Epoch: 252  >>> 
2023-09-21 16:12:15,734:	[Wall TIME] >>> ChiefCoach.train takes 2.600472 seconds ...
2023-09-21 16:12:15,790:	[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 7.16429
2023-09-21 16:12:15,790:	[Coach] >>> VALID @Epoch: 253  >>> 
2023-09-21 16:12:15,790:	[Coach] >>> TEST  @Epoch: 253  >>> 
2023-09-21 16:12:18,360:	[Wall TIME] >>> ChiefCoach.train takes 2.569769 seconds ...
2023-09-21 16:12:18,413:	[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 7.14280
2023-09-21 16:12:18,413:	[Coach] >>> VALID @Epoch: 254  >>> 
2023-09-21 16:12:18,414:	[Coach] >>> TEST  @Epoch: 254  >>> 
2023-09-21 16:12:20,993:	[Wall TIME] >>> ChiefCoach.train takes 2.579345 seconds ...
2023-09-21 16:12:22,666:	[Wall TIME] >>> ChiefCoach.valid takes 1.618688 seconds ...
2023-09-21 16:12:22,666:	[Coach] >>> Better ***NDCG@10*** of ***0.0322*** 
2023-09-21 16:12:22,684:	[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 7.15949
2023-09-21 16:12:22,684:	[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0397 || HITRATE@10 Avg: 0.0593 || NDCG@5 Avg: 0.0259 || NDCG@10 Avg: 0.0322
2023-09-21 16:12:22,684:	[Coach] >>> TEST  @Epoch: 255  >>> 
2023-09-21 16:12:25,360:	[Wall TIME] >>> ChiefCoach.train takes 2.675409 seconds ...
2023-09-21 16:12:25,421:	[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 7.14939
2023-09-21 16:12:25,421:	[Coach] >>> VALID @Epoch: 256  >>> 
2023-09-21 16:12:25,421:	[Coach] >>> TEST  @Epoch: 256  >>> 
2023-09-21 16:12:28,109:	[Wall TIME] >>> ChiefCoach.train takes 2.687269 seconds ...
2023-09-21 16:12:28,165:	[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 7.17066
2023-09-21 16:12:28,165:	[Coach] >>> VALID @Epoch: 257  >>> 
2023-09-21 16:12:28,165:	[Coach] >>> TEST  @Epoch: 257  >>> 
2023-09-21 16:12:30,783:	[Wall TIME] >>> ChiefCoach.train takes 2.617588 seconds ...
2023-09-21 16:12:30,837:	[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 7.14843
2023-09-21 16:12:30,837:	[Coach] >>> VALID @Epoch: 258  >>> 
2023-09-21 16:12:30,837:	[Coach] >>> TEST  @Epoch: 258  >>> 
2023-09-21 16:12:33,534:	[Wall TIME] >>> ChiefCoach.train takes 2.696331 seconds ...
2023-09-21 16:12:33,589:	[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 7.15447
2023-09-21 16:12:33,589:	[Coach] >>> VALID @Epoch: 259  >>> 
2023-09-21 16:12:33,589:	[Coach] >>> TEST  @Epoch: 259  >>> 
2023-09-21 16:12:36,326:	[Wall TIME] >>> ChiefCoach.train takes 2.737004 seconds ...
2023-09-21 16:12:38,010:	[Wall TIME] >>> ChiefCoach.valid takes 1.623516 seconds ...
2023-09-21 16:12:38,010:	[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 7.14863
2023-09-21 16:12:38,010:	[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0129 || HITRATE@5 Avg: 0.0387 || HITRATE@10 Avg: 0.0577 || NDCG@5 Avg: 0.0258 || NDCG@10 Avg: 0.0319
2023-09-21 16:12:38,010:	[Coach] >>> TEST  @Epoch: 260  >>> 
2023-09-21 16:12:40,669:	[Wall TIME] >>> ChiefCoach.train takes 2.658654 seconds ...
2023-09-21 16:12:40,731:	[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 7.17721
2023-09-21 16:12:40,731:	[Coach] >>> VALID @Epoch: 261  >>> 
2023-09-21 16:12:40,731:	[Coach] >>> TEST  @Epoch: 261  >>> 
2023-09-21 16:12:43,393:	[Wall TIME] >>> ChiefCoach.train takes 2.661994 seconds ...
2023-09-21 16:12:43,457:	[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 7.14890
2023-09-21 16:12:43,458:	[Coach] >>> VALID @Epoch: 262  >>> 
2023-09-21 16:12:43,458:	[Coach] >>> TEST  @Epoch: 262  >>> 
2023-09-21 16:12:46,190:	[Wall TIME] >>> ChiefCoach.train takes 2.732401 seconds ...
2023-09-21 16:12:46,265:	[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 7.15294
2023-09-21 16:12:46,265:	[Coach] >>> VALID @Epoch: 263  >>> 
2023-09-21 16:12:46,265:	[Coach] >>> TEST  @Epoch: 263  >>> 
2023-09-21 16:12:48,983:	[Wall TIME] >>> ChiefCoach.train takes 2.717365 seconds ...
2023-09-21 16:12:49,038:	[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 7.15985
2023-09-21 16:12:49,038:	[Coach] >>> VALID @Epoch: 264  >>> 
2023-09-21 16:12:49,038:	[Coach] >>> TEST  @Epoch: 264  >>> 
2023-09-21 16:12:51,589:	[Wall TIME] >>> ChiefCoach.train takes 2.550817 seconds ...
2023-09-21 16:12:53,315:	[Wall TIME] >>> ChiefCoach.valid takes 1.671949 seconds ...
2023-09-21 16:12:53,315:	[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 7.14997
2023-09-21 16:12:53,315:	[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0359 || HITRATE@10 Avg: 0.0544 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0300
2023-09-21 16:12:53,315:	[Coach] >>> TEST  @Epoch: 265  >>> 
2023-09-21 16:12:55,978:	[Wall TIME] >>> ChiefCoach.train takes 2.662138 seconds ...
2023-09-21 16:12:56,037:	[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 7.15298
2023-09-21 16:12:56,037:	[Coach] >>> VALID @Epoch: 266  >>> 
2023-09-21 16:12:56,037:	[Coach] >>> TEST  @Epoch: 266  >>> 
2023-09-21 16:12:58,775:	[Wall TIME] >>> ChiefCoach.train takes 2.738006 seconds ...
2023-09-21 16:12:58,833:	[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 7.15673
2023-09-21 16:12:58,833:	[Coach] >>> VALID @Epoch: 267  >>> 
2023-09-21 16:12:58,833:	[Coach] >>> TEST  @Epoch: 267  >>> 
2023-09-21 16:13:01,419:	[Wall TIME] >>> ChiefCoach.train takes 2.585301 seconds ...
2023-09-21 16:13:01,472:	[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 7.14408
2023-09-21 16:13:01,473:	[Coach] >>> VALID @Epoch: 268  >>> 
2023-09-21 16:13:01,473:	[Coach] >>> TEST  @Epoch: 268  >>> 
2023-09-21 16:13:04,053:	[Wall TIME] >>> ChiefCoach.train takes 2.580030 seconds ...
2023-09-21 16:13:04,112:	[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 7.14933
2023-09-21 16:13:04,113:	[Coach] >>> VALID @Epoch: 269  >>> 
2023-09-21 16:13:04,113:	[Coach] >>> TEST  @Epoch: 269  >>> 
2023-09-21 16:13:06,734:	[Wall TIME] >>> ChiefCoach.train takes 2.621453 seconds ...
2023-09-21 16:13:08,562:	[Wall TIME] >>> ChiefCoach.valid takes 1.772138 seconds ...
2023-09-21 16:13:08,563:	[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 7.15367
2023-09-21 16:13:08,563:	[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0132 || HITRATE@5 Avg: 0.0371 || HITRATE@10 Avg: 0.0569 || NDCG@5 Avg: 0.0251 || NDCG@10 Avg: 0.0315
2023-09-21 16:13:08,563:	[Coach] >>> TEST  @Epoch: 270  >>> 
2023-09-21 16:13:11,182:	[Wall TIME] >>> ChiefCoach.train takes 2.619441 seconds ...
2023-09-21 16:13:11,247:	[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 7.14715
2023-09-21 16:13:11,247:	[Coach] >>> VALID @Epoch: 271  >>> 
2023-09-21 16:13:11,247:	[Coach] >>> TEST  @Epoch: 271  >>> 
2023-09-21 16:13:13,878:	[Wall TIME] >>> ChiefCoach.train takes 2.630236 seconds ...
2023-09-21 16:13:13,935:	[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 7.16456
2023-09-21 16:13:13,936:	[Coach] >>> VALID @Epoch: 272  >>> 
2023-09-21 16:13:13,936:	[Coach] >>> TEST  @Epoch: 272  >>> 
2023-09-21 16:13:16,586:	[Wall TIME] >>> ChiefCoach.train takes 2.650111 seconds ...
2023-09-21 16:13:16,659:	[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 7.15638
2023-09-21 16:13:16,660:	[Coach] >>> VALID @Epoch: 273  >>> 
2023-09-21 16:13:16,660:	[Coach] >>> TEST  @Epoch: 273  >>> 
2023-09-21 16:13:19,308:	[Wall TIME] >>> ChiefCoach.train takes 2.648083 seconds ...
2023-09-21 16:13:19,363:	[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 7.14572
2023-09-21 16:13:19,363:	[Coach] >>> VALID @Epoch: 274  >>> 
2023-09-21 16:13:19,363:	[Coach] >>> TEST  @Epoch: 274  >>> 
2023-09-21 16:13:22,050:	[Wall TIME] >>> ChiefCoach.train takes 2.686375 seconds ...
2023-09-21 16:13:23,725:	[Wall TIME] >>> ChiefCoach.valid takes 1.612280 seconds ...
2023-09-21 16:13:23,725:	[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 7.13826
2023-09-21 16:13:23,725:	[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0384 || HITRATE@10 Avg: 0.0564 || NDCG@5 Avg: 0.0255 || NDCG@10 Avg: 0.0313
2023-09-21 16:13:23,725:	[Coach] >>> TEST  @Epoch: 275  >>> 
2023-09-21 16:13:26,361:	[Wall TIME] >>> ChiefCoach.train takes 2.635192 seconds ...
2023-09-21 16:13:26,425:	[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 7.14451
2023-09-21 16:13:26,425:	[Coach] >>> VALID @Epoch: 276  >>> 
2023-09-21 16:13:26,425:	[Coach] >>> TEST  @Epoch: 276  >>> 
2023-09-21 16:13:29,214:	[Wall TIME] >>> ChiefCoach.train takes 2.788608 seconds ...
2023-09-21 16:13:29,272:	[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 7.12813
2023-09-21 16:13:29,272:	[Coach] >>> VALID @Epoch: 277  >>> 
2023-09-21 16:13:29,272:	[Coach] >>> TEST  @Epoch: 277  >>> 
2023-09-21 16:13:31,928:	[Wall TIME] >>> ChiefCoach.train takes 2.655825 seconds ...
2023-09-21 16:13:32,005:	[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 7.13617
2023-09-21 16:13:32,006:	[Coach] >>> VALID @Epoch: 278  >>> 
2023-09-21 16:13:32,006:	[Coach] >>> TEST  @Epoch: 278  >>> 
2023-09-21 16:13:34,616:	[Wall TIME] >>> ChiefCoach.train takes 2.609673 seconds ...
2023-09-21 16:13:34,681:	[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 7.13638
2023-09-21 16:13:34,681:	[Coach] >>> VALID @Epoch: 279  >>> 
2023-09-21 16:13:34,681:	[Coach] >>> TEST  @Epoch: 279  >>> 
2023-09-21 16:13:37,353:	[Wall TIME] >>> ChiefCoach.train takes 2.671915 seconds ...
2023-09-21 16:13:39,165:	[Wall TIME] >>> ChiefCoach.valid takes 1.732357 seconds ...
2023-09-21 16:13:39,165:	[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 7.13259
2023-09-21 16:13:39,165:	[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0129 || HITRATE@5 Avg: 0.0379 || HITRATE@10 Avg: 0.0572 || NDCG@5 Avg: 0.0255 || NDCG@10 Avg: 0.0317
2023-09-21 16:13:39,165:	[Coach] >>> TEST  @Epoch: 280  >>> 
2023-09-21 16:13:41,784:	[Wall TIME] >>> ChiefCoach.train takes 2.618061 seconds ...
2023-09-21 16:13:41,839:	[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 7.12910
2023-09-21 16:13:41,839:	[Coach] >>> VALID @Epoch: 281  >>> 
2023-09-21 16:13:41,839:	[Coach] >>> TEST  @Epoch: 281  >>> 
2023-09-21 16:13:44,476:	[Wall TIME] >>> ChiefCoach.train takes 2.636668 seconds ...
2023-09-21 16:13:44,529:	[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 7.15886
2023-09-21 16:13:44,530:	[Coach] >>> VALID @Epoch: 282  >>> 
2023-09-21 16:13:44,530:	[Coach] >>> TEST  @Epoch: 282  >>> 
2023-09-21 16:13:47,129:	[Wall TIME] >>> ChiefCoach.train takes 2.599162 seconds ...
2023-09-21 16:13:47,184:	[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 7.13665
2023-09-21 16:13:47,184:	[Coach] >>> VALID @Epoch: 283  >>> 
2023-09-21 16:13:47,184:	[Coach] >>> TEST  @Epoch: 283  >>> 
2023-09-21 16:13:49,961:	[Wall TIME] >>> ChiefCoach.train takes 2.776280 seconds ...
2023-09-21 16:13:50,041:	[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 7.13714
2023-09-21 16:13:50,041:	[Coach] >>> VALID @Epoch: 284  >>> 
2023-09-21 16:13:50,041:	[Coach] >>> TEST  @Epoch: 284  >>> 
2023-09-21 16:13:52,620:	[Wall TIME] >>> ChiefCoach.train takes 2.578978 seconds ...
2023-09-21 16:13:54,318:	[Wall TIME] >>> ChiefCoach.valid takes 1.643551 seconds ...
2023-09-21 16:13:54,319:	[Coach] >>> Better ***NDCG@10*** of ***0.0322*** 
2023-09-21 16:13:54,336:	[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 7.13197
2023-09-21 16:13:54,336:	[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0388 || HITRATE@10 Avg: 0.0589 || NDCG@5 Avg: 0.0257 || NDCG@10 Avg: 0.0322
2023-09-21 16:13:54,336:	[Coach] >>> TEST  @Epoch: 285  >>> 
2023-09-21 16:13:56,952:	[Wall TIME] >>> ChiefCoach.train takes 2.616179 seconds ...
2023-09-21 16:13:57,008:	[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 7.14596
2023-09-21 16:13:57,008:	[Coach] >>> VALID @Epoch: 286  >>> 
2023-09-21 16:13:57,008:	[Coach] >>> TEST  @Epoch: 286  >>> 
2023-09-21 16:13:59,586:	[Wall TIME] >>> ChiefCoach.train takes 2.577738 seconds ...
2023-09-21 16:13:59,643:	[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 7.13113
2023-09-21 16:13:59,643:	[Coach] >>> VALID @Epoch: 287  >>> 
2023-09-21 16:13:59,643:	[Coach] >>> TEST  @Epoch: 287  >>> 
2023-09-21 16:14:02,357:	[Wall TIME] >>> ChiefCoach.train takes 2.713439 seconds ...
2023-09-21 16:14:02,410:	[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 7.12434
2023-09-21 16:14:02,410:	[Coach] >>> VALID @Epoch: 288  >>> 
2023-09-21 16:14:02,410:	[Coach] >>> TEST  @Epoch: 288  >>> 
2023-09-21 16:14:05,016:	[Wall TIME] >>> ChiefCoach.train takes 2.606127 seconds ...
2023-09-21 16:14:05,073:	[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 7.14260
2023-09-21 16:14:05,074:	[Coach] >>> VALID @Epoch: 289  >>> 
2023-09-21 16:14:05,074:	[Coach] >>> TEST  @Epoch: 289  >>> 
2023-09-21 16:14:07,730:	[Wall TIME] >>> ChiefCoach.train takes 2.656571 seconds ...
2023-09-21 16:14:09,429:	[Wall TIME] >>> ChiefCoach.valid takes 1.634501 seconds ...
2023-09-21 16:14:09,430:	[Coach] >>> Better ***NDCG@10*** of ***0.0330*** 
2023-09-21 16:14:09,449:	[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 7.14870
2023-09-21 16:14:09,450:	[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0133 || HITRATE@5 Avg: 0.0397 || HITRATE@10 Avg: 0.0591 || NDCG@5 Avg: 0.0268 || NDCG@10 Avg: 0.0330
2023-09-21 16:14:09,450:	[Coach] >>> TEST  @Epoch: 290  >>> 
2023-09-21 16:14:12,061:	[Wall TIME] >>> ChiefCoach.train takes 2.611513 seconds ...
2023-09-21 16:14:12,115:	[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 7.12160
2023-09-21 16:14:12,115:	[Coach] >>> VALID @Epoch: 291  >>> 
2023-09-21 16:14:12,115:	[Coach] >>> TEST  @Epoch: 291  >>> 
2023-09-21 16:14:14,729:	[Wall TIME] >>> ChiefCoach.train takes 2.613601 seconds ...
2023-09-21 16:14:14,787:	[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 7.13089
2023-09-21 16:14:14,787:	[Coach] >>> VALID @Epoch: 292  >>> 
2023-09-21 16:14:14,787:	[Coach] >>> TEST  @Epoch: 292  >>> 
2023-09-21 16:14:17,435:	[Wall TIME] >>> ChiefCoach.train takes 2.647835 seconds ...
2023-09-21 16:14:17,494:	[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 7.14174
2023-09-21 16:14:17,494:	[Coach] >>> VALID @Epoch: 293  >>> 
2023-09-21 16:14:17,494:	[Coach] >>> TEST  @Epoch: 293  >>> 
2023-09-21 16:14:20,088:	[Wall TIME] >>> ChiefCoach.train takes 2.593719 seconds ...
2023-09-21 16:14:20,150:	[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 7.11932
2023-09-21 16:14:20,151:	[Coach] >>> VALID @Epoch: 294  >>> 
2023-09-21 16:14:20,151:	[Coach] >>> TEST  @Epoch: 294  >>> 
2023-09-21 16:14:22,791:	[Wall TIME] >>> ChiefCoach.train takes 2.639694 seconds ...
2023-09-21 16:14:24,540:	[Wall TIME] >>> ChiefCoach.valid takes 1.695817 seconds ...
2023-09-21 16:14:24,540:	[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 7.12487
2023-09-21 16:14:24,540:	[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0377 || HITRATE@10 Avg: 0.0569 || NDCG@5 Avg: 0.0251 || NDCG@10 Avg: 0.0313
2023-09-21 16:14:24,540:	[Coach] >>> TEST  @Epoch: 295  >>> 
2023-09-21 16:14:27,197:	[Wall TIME] >>> ChiefCoach.train takes 2.656056 seconds ...
2023-09-21 16:14:27,252:	[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 7.11736
2023-09-21 16:14:27,252:	[Coach] >>> VALID @Epoch: 296  >>> 
2023-09-21 16:14:27,252:	[Coach] >>> TEST  @Epoch: 296  >>> 
2023-09-21 16:14:29,963:	[Wall TIME] >>> ChiefCoach.train takes 2.710577 seconds ...
2023-09-21 16:14:30,019:	[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 7.11957
2023-09-21 16:14:30,019:	[Coach] >>> VALID @Epoch: 297  >>> 
2023-09-21 16:14:30,019:	[Coach] >>> TEST  @Epoch: 297  >>> 
2023-09-21 16:14:32,635:	[Wall TIME] >>> ChiefCoach.train takes 2.615358 seconds ...
2023-09-21 16:14:32,701:	[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 7.12034
2023-09-21 16:14:32,702:	[Coach] >>> VALID @Epoch: 298  >>> 
2023-09-21 16:14:32,702:	[Coach] >>> TEST  @Epoch: 298  >>> 
2023-09-21 16:14:35,430:	[Wall TIME] >>> ChiefCoach.train takes 2.728322 seconds ...
2023-09-21 16:14:35,483:	[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 7.12013
2023-09-21 16:14:35,483:	[Coach] >>> VALID @Epoch: 299  >>> 
2023-09-21 16:14:35,483:	[Coach] >>> TEST  @Epoch: 299  >>> 
2023-09-21 16:14:38,032:	[Wall TIME] >>> ChiefCoach.train takes 2.548858 seconds ...
2023-09-21 16:14:39,819:	[Wall TIME] >>> ChiefCoach.valid takes 1.733470 seconds ...
2023-09-21 16:14:39,820:	[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 7.12568
2023-09-21 16:14:39,820:	[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0383 || HITRATE@10 Avg: 0.0568 || NDCG@5 Avg: 0.0255 || NDCG@10 Avg: 0.0314
2023-09-21 16:14:39,820:	[Coach] >>> TEST  @Epoch: 300  >>> 
2023-09-21 16:14:42,542:	[Wall TIME] >>> ChiefCoach.train takes 2.722110 seconds ...
2023-09-21 16:14:42,600:	[Coach] >>> TRAIN @Epoch: 301  >>>  || LOSS Avg: 7.12632
2023-09-21 16:14:42,600:	[Coach] >>> VALID @Epoch: 301  >>> 
2023-09-21 16:14:42,600:	[Coach] >>> TEST  @Epoch: 301  >>> 
2023-09-21 16:14:45,193:	[Wall TIME] >>> ChiefCoach.train takes 2.592534 seconds ...
2023-09-21 16:14:45,246:	[Coach] >>> TRAIN @Epoch: 302  >>>  || LOSS Avg: 7.12371
2023-09-21 16:14:45,246:	[Coach] >>> VALID @Epoch: 302  >>> 
2023-09-21 16:14:45,246:	[Coach] >>> TEST  @Epoch: 302  >>> 
2023-09-21 16:14:47,865:	[Wall TIME] >>> ChiefCoach.train takes 2.618219 seconds ...
2023-09-21 16:14:47,919:	[Coach] >>> TRAIN @Epoch: 303  >>>  || LOSS Avg: 7.11663
2023-09-21 16:14:47,919:	[Coach] >>> VALID @Epoch: 303  >>> 
2023-09-21 16:14:47,919:	[Coach] >>> TEST  @Epoch: 303  >>> 
2023-09-21 16:14:50,520:	[Wall TIME] >>> ChiefCoach.train takes 2.599959 seconds ...
2023-09-21 16:14:50,578:	[Coach] >>> TRAIN @Epoch: 304  >>>  || LOSS Avg: 7.14154
2023-09-21 16:14:50,578:	[Coach] >>> VALID @Epoch: 304  >>> 
2023-09-21 16:14:50,578:	[Coach] >>> TEST  @Epoch: 304  >>> 
2023-09-21 16:14:53,171:	[Wall TIME] >>> ChiefCoach.train takes 2.592850 seconds ...
2023-09-21 16:14:54,887:	[Wall TIME] >>> ChiefCoach.valid takes 1.661647 seconds ...
2023-09-21 16:14:54,887:	[Coach] >>> TRAIN @Epoch: 305  >>>  || LOSS Avg: 7.11238
2023-09-21 16:14:54,887:	[Coach] >>> VALID @Epoch: 305  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0367 || HITRATE@10 Avg: 0.0567 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0306
2023-09-21 16:14:54,888:	[Coach] >>> TEST  @Epoch: 305  >>> 
2023-09-21 16:14:57,506:	[Wall TIME] >>> ChiefCoach.train takes 2.618266 seconds ...
2023-09-21 16:14:57,567:	[Coach] >>> TRAIN @Epoch: 306  >>>  || LOSS Avg: 7.10762
2023-09-21 16:14:57,567:	[Coach] >>> VALID @Epoch: 306  >>> 
2023-09-21 16:14:57,568:	[Coach] >>> TEST  @Epoch: 306  >>> 
2023-09-21 16:15:00,232:	[Wall TIME] >>> ChiefCoach.train takes 2.664094 seconds ...
2023-09-21 16:15:00,295:	[Coach] >>> TRAIN @Epoch: 307  >>>  || LOSS Avg: 7.10149
2023-09-21 16:15:00,296:	[Coach] >>> VALID @Epoch: 307  >>> 
2023-09-21 16:15:00,296:	[Coach] >>> TEST  @Epoch: 307  >>> 
2023-09-21 16:15:02,943:	[Wall TIME] >>> ChiefCoach.train takes 2.646766 seconds ...
2023-09-21 16:15:03,010:	[Coach] >>> TRAIN @Epoch: 308  >>>  || LOSS Avg: 7.11952
2023-09-21 16:15:03,011:	[Coach] >>> VALID @Epoch: 308  >>> 
2023-09-21 16:15:03,011:	[Coach] >>> TEST  @Epoch: 308  >>> 
2023-09-21 16:15:05,768:	[Wall TIME] >>> ChiefCoach.train takes 2.757255 seconds ...
2023-09-21 16:15:05,830:	[Coach] >>> TRAIN @Epoch: 309  >>>  || LOSS Avg: 7.11706
2023-09-21 16:15:05,831:	[Coach] >>> VALID @Epoch: 309  >>> 
2023-09-21 16:15:05,831:	[Coach] >>> TEST  @Epoch: 309  >>> 
2023-09-21 16:15:08,394:	[Wall TIME] >>> ChiefCoach.train takes 2.562843 seconds ...
2023-09-21 16:15:10,101:	[Wall TIME] >>> ChiefCoach.valid takes 1.650706 seconds ...
2023-09-21 16:15:10,102:	[Coach] >>> TRAIN @Epoch: 310  >>>  || LOSS Avg: 7.11685
2023-09-21 16:15:10,102:	[Coach] >>> VALID @Epoch: 310  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0567 || NDCG@5 Avg: 0.0237 || NDCG@10 Avg: 0.0305
2023-09-21 16:15:10,102:	[Coach] >>> TEST  @Epoch: 310  >>> 
2023-09-21 16:15:12,787:	[Wall TIME] >>> ChiefCoach.train takes 2.685289 seconds ...
2023-09-21 16:15:12,847:	[Coach] >>> TRAIN @Epoch: 311  >>>  || LOSS Avg: 7.11369
2023-09-21 16:15:12,847:	[Coach] >>> VALID @Epoch: 311  >>> 
2023-09-21 16:15:12,847:	[Coach] >>> TEST  @Epoch: 311  >>> 
2023-09-21 16:15:15,585:	[Wall TIME] >>> ChiefCoach.train takes 2.737843 seconds ...
2023-09-21 16:15:15,643:	[Coach] >>> TRAIN @Epoch: 312  >>>  || LOSS Avg: 7.12061
2023-09-21 16:15:15,643:	[Coach] >>> VALID @Epoch: 312  >>> 
2023-09-21 16:15:15,643:	[Coach] >>> TEST  @Epoch: 312  >>> 
2023-09-21 16:15:18,254:	[Wall TIME] >>> ChiefCoach.train takes 2.611362 seconds ...
2023-09-21 16:15:18,310:	[Coach] >>> TRAIN @Epoch: 313  >>>  || LOSS Avg: 7.11485
2023-09-21 16:15:18,310:	[Coach] >>> VALID @Epoch: 313  >>> 
2023-09-21 16:15:18,311:	[Coach] >>> TEST  @Epoch: 313  >>> 
2023-09-21 16:15:20,926:	[Wall TIME] >>> ChiefCoach.train takes 2.615622 seconds ...
2023-09-21 16:15:20,991:	[Coach] >>> TRAIN @Epoch: 314  >>>  || LOSS Avg: 7.08427
2023-09-21 16:15:20,991:	[Coach] >>> VALID @Epoch: 314  >>> 
2023-09-21 16:15:20,991:	[Coach] >>> TEST  @Epoch: 314  >>> 
2023-09-21 16:15:23,660:	[Wall TIME] >>> ChiefCoach.train takes 2.668379 seconds ...
2023-09-21 16:15:25,374:	[Wall TIME] >>> ChiefCoach.valid takes 1.659779 seconds ...
2023-09-21 16:15:25,375:	[Coach] >>> TRAIN @Epoch: 315  >>>  || LOSS Avg: 7.10220
2023-09-21 16:15:25,375:	[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0116 || HITRATE@5 Avg: 0.0385 || HITRATE@10 Avg: 0.0584 || NDCG@5 Avg: 0.0250 || NDCG@10 Avg: 0.0314
2023-09-21 16:15:25,375:	[Coach] >>> TEST  @Epoch: 315  >>> 
2023-09-21 16:15:28,016:	[Wall TIME] >>> ChiefCoach.train takes 2.640824 seconds ...
2023-09-21 16:15:28,073:	[Coach] >>> TRAIN @Epoch: 316  >>>  || LOSS Avg: 7.10509
2023-09-21 16:15:28,073:	[Coach] >>> VALID @Epoch: 316  >>> 
2023-09-21 16:15:28,073:	[Coach] >>> TEST  @Epoch: 316  >>> 
2023-09-21 16:15:30,680:	[Wall TIME] >>> ChiefCoach.train takes 2.606240 seconds ...
2023-09-21 16:15:30,733:	[Coach] >>> TRAIN @Epoch: 317  >>>  || LOSS Avg: 7.09411
2023-09-21 16:15:30,733:	[Coach] >>> VALID @Epoch: 317  >>> 
2023-09-21 16:15:30,733:	[Coach] >>> TEST  @Epoch: 317  >>> 
2023-09-21 16:15:33,344:	[Wall TIME] >>> ChiefCoach.train takes 2.610218 seconds ...
2023-09-21 16:15:33,420:	[Coach] >>> TRAIN @Epoch: 318  >>>  || LOSS Avg: 7.10600
2023-09-21 16:15:33,420:	[Coach] >>> VALID @Epoch: 318  >>> 
2023-09-21 16:15:33,420:	[Coach] >>> TEST  @Epoch: 318  >>> 
2023-09-21 16:15:36,021:	[Wall TIME] >>> ChiefCoach.train takes 2.600216 seconds ...
2023-09-21 16:15:36,088:	[Coach] >>> TRAIN @Epoch: 319  >>>  || LOSS Avg: 7.08079
2023-09-21 16:15:36,088:	[Coach] >>> VALID @Epoch: 319  >>> 
2023-09-21 16:15:36,088:	[Coach] >>> TEST  @Epoch: 319  >>> 
2023-09-21 16:15:38,699:	[Wall TIME] >>> ChiefCoach.train takes 2.610822 seconds ...
2023-09-21 16:15:40,427:	[Wall TIME] >>> ChiefCoach.valid takes 1.665974 seconds ...
2023-09-21 16:15:40,427:	[Coach] >>> TRAIN @Epoch: 320  >>>  || LOSS Avg: 7.11316
2023-09-21 16:15:40,427:	[Coach] >>> VALID @Epoch: 320  >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0378 || HITRATE@10 Avg: 0.0584 || NDCG@5 Avg: 0.0250 || NDCG@10 Avg: 0.0316
2023-09-21 16:15:40,427:	[Coach] >>> TEST  @Epoch: 320  >>> 
2023-09-21 16:15:43,159:	[Wall TIME] >>> ChiefCoach.train takes 2.731592 seconds ...
2023-09-21 16:15:43,215:	[Coach] >>> TRAIN @Epoch: 321  >>>  || LOSS Avg: 7.10927
2023-09-21 16:15:43,215:	[Coach] >>> VALID @Epoch: 321  >>> 
2023-09-21 16:15:43,215:	[Coach] >>> TEST  @Epoch: 321  >>> 
2023-09-21 16:15:45,865:	[Wall TIME] >>> ChiefCoach.train takes 2.649719 seconds ...
2023-09-21 16:15:45,921:	[Coach] >>> TRAIN @Epoch: 322  >>>  || LOSS Avg: 7.09445
2023-09-21 16:15:45,921:	[Coach] >>> VALID @Epoch: 322  >>> 
2023-09-21 16:15:45,921:	[Coach] >>> TEST  @Epoch: 322  >>> 
2023-09-21 16:15:48,546:	[Wall TIME] >>> ChiefCoach.train takes 2.624618 seconds ...
2023-09-21 16:15:48,603:	[Coach] >>> TRAIN @Epoch: 323  >>>  || LOSS Avg: 7.11055
2023-09-21 16:15:48,603:	[Coach] >>> VALID @Epoch: 323  >>> 
2023-09-21 16:15:48,603:	[Coach] >>> TEST  @Epoch: 323  >>> 
2023-09-21 16:15:51,213:	[Wall TIME] >>> ChiefCoach.train takes 2.609731 seconds ...
2023-09-21 16:15:51,268:	[Coach] >>> TRAIN @Epoch: 324  >>>  || LOSS Avg: 7.10855
2023-09-21 16:15:51,268:	[Coach] >>> VALID @Epoch: 324  >>> 
2023-09-21 16:15:51,268:	[Coach] >>> TEST  @Epoch: 324  >>> 
2023-09-21 16:15:53,939:	[Wall TIME] >>> ChiefCoach.train takes 2.671237 seconds ...
2023-09-21 16:15:55,691:	[Wall TIME] >>> ChiefCoach.valid takes 1.693982 seconds ...
2023-09-21 16:15:55,691:	[Coach] >>> TRAIN @Epoch: 325  >>>  || LOSS Avg: 7.10763
2023-09-21 16:15:55,691:	[Coach] >>> VALID @Epoch: 325  >>>  || HITRATE@1 Avg: 0.0134 || HITRATE@5 Avg: 0.0378 || HITRATE@10 Avg: 0.0569 || NDCG@5 Avg: 0.0257 || NDCG@10 Avg: 0.0319
2023-09-21 16:15:55,691:	[Coach] >>> TEST  @Epoch: 325  >>> 
2023-09-21 16:15:58,356:	[Wall TIME] >>> ChiefCoach.train takes 2.664384 seconds ...
2023-09-21 16:15:58,414:	[Coach] >>> TRAIN @Epoch: 326  >>>  || LOSS Avg: 7.10696
2023-09-21 16:15:58,414:	[Coach] >>> VALID @Epoch: 326  >>> 
2023-09-21 16:15:58,414:	[Coach] >>> TEST  @Epoch: 326  >>> 
2023-09-21 16:16:01,067:	[Wall TIME] >>> ChiefCoach.train takes 2.652313 seconds ...
2023-09-21 16:16:01,122:	[Coach] >>> TRAIN @Epoch: 327  >>>  || LOSS Avg: 7.10924
2023-09-21 16:16:01,122:	[Coach] >>> VALID @Epoch: 327  >>> 
2023-09-21 16:16:01,122:	[Coach] >>> TEST  @Epoch: 327  >>> 
2023-09-21 16:16:03,807:	[Wall TIME] >>> ChiefCoach.train takes 2.684254 seconds ...
2023-09-21 16:16:03,867:	[Coach] >>> TRAIN @Epoch: 328  >>>  || LOSS Avg: 7.08006
2023-09-21 16:16:03,867:	[Coach] >>> VALID @Epoch: 328  >>> 
2023-09-21 16:16:03,867:	[Coach] >>> TEST  @Epoch: 328  >>> 
2023-09-21 16:16:06,512:	[Wall TIME] >>> ChiefCoach.train takes 2.644205 seconds ...
2023-09-21 16:16:06,567:	[Coach] >>> TRAIN @Epoch: 329  >>>  || LOSS Avg: 7.10868
2023-09-21 16:16:06,567:	[Coach] >>> VALID @Epoch: 329  >>> 
2023-09-21 16:16:06,567:	[Coach] >>> TEST  @Epoch: 329  >>> 
2023-09-21 16:16:09,245:	[Wall TIME] >>> ChiefCoach.train takes 2.677835 seconds ...
2023-09-21 16:16:10,975:	[Wall TIME] >>> ChiefCoach.valid takes 1.661026 seconds ...
2023-09-21 16:16:10,975:	[Coach] >>> TRAIN @Epoch: 330  >>>  || LOSS Avg: 7.08800
2023-09-21 16:16:10,975:	[Coach] >>> VALID @Epoch: 330  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0387 || HITRATE@10 Avg: 0.0575 || NDCG@5 Avg: 0.0256 || NDCG@10 Avg: 0.0317
2023-09-21 16:16:10,975:	[Coach] >>> TEST  @Epoch: 330  >>> 
2023-09-21 16:16:13,701:	[Wall TIME] >>> ChiefCoach.train takes 2.725457 seconds ...
2023-09-21 16:16:13,756:	[Coach] >>> TRAIN @Epoch: 331  >>>  || LOSS Avg: 7.07569
2023-09-21 16:16:13,756:	[Coach] >>> VALID @Epoch: 331  >>> 
2023-09-21 16:16:13,756:	[Coach] >>> TEST  @Epoch: 331  >>> 
2023-09-21 16:16:16,418:	[Wall TIME] >>> ChiefCoach.train takes 2.661340 seconds ...
2023-09-21 16:16:16,473:	[Coach] >>> TRAIN @Epoch: 332  >>>  || LOSS Avg: 7.11109
2023-09-21 16:16:16,473:	[Coach] >>> VALID @Epoch: 332  >>> 
2023-09-21 16:16:16,473:	[Coach] >>> TEST  @Epoch: 332  >>> 
2023-09-21 16:16:19,113:	[Wall TIME] >>> ChiefCoach.train takes 2.640007 seconds ...
2023-09-21 16:16:19,172:	[Coach] >>> TRAIN @Epoch: 333  >>>  || LOSS Avg: 7.11177
2023-09-21 16:16:19,172:	[Coach] >>> VALID @Epoch: 333  >>> 
2023-09-21 16:16:19,172:	[Coach] >>> TEST  @Epoch: 333  >>> 
2023-09-21 16:16:21,892:	[Wall TIME] >>> ChiefCoach.train takes 2.719786 seconds ...
2023-09-21 16:16:21,947:	[Coach] >>> TRAIN @Epoch: 334  >>>  || LOSS Avg: 7.11462
2023-09-21 16:16:21,947:	[Coach] >>> VALID @Epoch: 334  >>> 
2023-09-21 16:16:21,947:	[Coach] >>> TEST  @Epoch: 334  >>> 
2023-09-21 16:16:24,553:	[Wall TIME] >>> ChiefCoach.train takes 2.605546 seconds ...
2023-09-21 16:16:26,282:	[Wall TIME] >>> ChiefCoach.valid takes 1.630766 seconds ...
2023-09-21 16:16:26,282:	[Coach] >>> TRAIN @Epoch: 335  >>>  || LOSS Avg: 7.09693
2023-09-21 16:16:26,283:	[Coach] >>> VALID @Epoch: 335  >>>  || HITRATE@1 Avg: 0.0129 || HITRATE@5 Avg: 0.0384 || HITRATE@10 Avg: 0.0579 || NDCG@5 Avg: 0.0260 || NDCG@10 Avg: 0.0323
2023-09-21 16:16:26,283:	[Coach] >>> TEST  @Epoch: 335  >>> 
2023-09-21 16:16:28,914:	[Wall TIME] >>> ChiefCoach.train takes 2.630679 seconds ...
2023-09-21 16:16:28,972:	[Coach] >>> TRAIN @Epoch: 336  >>>  || LOSS Avg: 7.09732
2023-09-21 16:16:28,972:	[Coach] >>> VALID @Epoch: 336  >>> 
2023-09-21 16:16:28,972:	[Coach] >>> TEST  @Epoch: 336  >>> 
2023-09-21 16:16:31,630:	[Wall TIME] >>> ChiefCoach.train takes 2.656880 seconds ...
2023-09-21 16:16:31,764:	[Coach] >>> TRAIN @Epoch: 337  >>>  || LOSS Avg: 7.09451
2023-09-21 16:16:31,765:	[Coach] >>> VALID @Epoch: 337  >>> 
2023-09-21 16:16:31,765:	[Coach] >>> TEST  @Epoch: 337  >>> 
2023-09-21 16:16:34,392:	[Wall TIME] >>> ChiefCoach.train takes 2.626393 seconds ...
2023-09-21 16:16:34,447:	[Coach] >>> TRAIN @Epoch: 338  >>>  || LOSS Avg: 7.10058
2023-09-21 16:16:34,448:	[Coach] >>> VALID @Epoch: 338  >>> 
2023-09-21 16:16:34,448:	[Coach] >>> TEST  @Epoch: 338  >>> 
2023-09-21 16:16:37,162:	[Wall TIME] >>> ChiefCoach.train takes 2.713684 seconds ...
2023-09-21 16:16:37,220:	[Coach] >>> TRAIN @Epoch: 339  >>>  || LOSS Avg: 7.08253
2023-09-21 16:16:37,221:	[Coach] >>> VALID @Epoch: 339  >>> 
2023-09-21 16:16:37,221:	[Coach] >>> TEST  @Epoch: 339  >>> 
2023-09-21 16:16:39,860:	[Wall TIME] >>> ChiefCoach.train takes 2.639030 seconds ...
2023-09-21 16:16:41,584:	[Wall TIME] >>> ChiefCoach.valid takes 1.657225 seconds ...
2023-09-21 16:16:41,585:	[Coach] >>> TRAIN @Epoch: 340  >>>  || LOSS Avg: 7.09538
2023-09-21 16:16:41,585:	[Coach] >>> VALID @Epoch: 340  >>>  || HITRATE@1 Avg: 0.0132 || HITRATE@5 Avg: 0.0386 || HITRATE@10 Avg: 0.0579 || NDCG@5 Avg: 0.0262 || NDCG@10 Avg: 0.0324
2023-09-21 16:16:41,585:	[Coach] >>> TEST  @Epoch: 340  >>> 
2023-09-21 16:16:44,199:	[Wall TIME] >>> ChiefCoach.train takes 2.614300 seconds ...
2023-09-21 16:16:44,258:	[Coach] >>> TRAIN @Epoch: 341  >>>  || LOSS Avg: 7.09862
2023-09-21 16:16:44,258:	[Coach] >>> VALID @Epoch: 341  >>> 
2023-09-21 16:16:44,258:	[Coach] >>> TEST  @Epoch: 341  >>> 
2023-09-21 16:16:46,915:	[Wall TIME] >>> ChiefCoach.train takes 2.656739 seconds ...
2023-09-21 16:16:46,972:	[Coach] >>> TRAIN @Epoch: 342  >>>  || LOSS Avg: 7.10772
2023-09-21 16:16:46,972:	[Coach] >>> VALID @Epoch: 342  >>> 
2023-09-21 16:16:46,972:	[Coach] >>> TEST  @Epoch: 342  >>> 
2023-09-21 16:16:49,545:	[Wall TIME] >>> ChiefCoach.train takes 2.572346 seconds ...
2023-09-21 16:16:49,615:	[Coach] >>> TRAIN @Epoch: 343  >>>  || LOSS Avg: 7.08432
2023-09-21 16:16:49,615:	[Coach] >>> VALID @Epoch: 343  >>> 
2023-09-21 16:16:49,615:	[Coach] >>> TEST  @Epoch: 343  >>> 
2023-09-21 16:16:52,235:	[Wall TIME] >>> ChiefCoach.train takes 2.619769 seconds ...
2023-09-21 16:16:52,288:	[Coach] >>> TRAIN @Epoch: 344  >>>  || LOSS Avg: 7.08357
2023-09-21 16:16:52,288:	[Coach] >>> VALID @Epoch: 344  >>> 
2023-09-21 16:16:52,288:	[Coach] >>> TEST  @Epoch: 344  >>> 
2023-09-21 16:16:54,906:	[Wall TIME] >>> ChiefCoach.train takes 2.617728 seconds ...
2023-09-21 16:16:56,596:	[Wall TIME] >>> ChiefCoach.valid takes 1.623754 seconds ...
2023-09-21 16:16:56,596:	[Coach] >>> TRAIN @Epoch: 345  >>>  || LOSS Avg: 7.11368
2023-09-21 16:16:56,597:	[Coach] >>> VALID @Epoch: 345  >>>  || HITRATE@1 Avg: 0.0127 || HITRATE@5 Avg: 0.0391 || HITRATE@10 Avg: 0.0575 || NDCG@5 Avg: 0.0262 || NDCG@10 Avg: 0.0321
2023-09-21 16:16:56,597:	[Coach] >>> TEST  @Epoch: 345  >>> 
2023-09-21 16:16:59,302:	[Wall TIME] >>> ChiefCoach.train takes 2.704882 seconds ...
2023-09-21 16:16:59,358:	[Coach] >>> TRAIN @Epoch: 346  >>>  || LOSS Avg: 7.09854
2023-09-21 16:16:59,358:	[Coach] >>> VALID @Epoch: 346  >>> 
2023-09-21 16:16:59,358:	[Coach] >>> TEST  @Epoch: 346  >>> 
2023-09-21 16:17:02,065:	[Wall TIME] >>> ChiefCoach.train takes 2.706316 seconds ...
2023-09-21 16:17:02,132:	[Coach] >>> TRAIN @Epoch: 347  >>>  || LOSS Avg: 7.07385
2023-09-21 16:17:02,132:	[Coach] >>> VALID @Epoch: 347  >>> 
2023-09-21 16:17:02,133:	[Coach] >>> TEST  @Epoch: 347  >>> 
2023-09-21 16:17:04,767:	[Wall TIME] >>> ChiefCoach.train takes 2.634598 seconds ...
2023-09-21 16:17:04,829:	[Coach] >>> TRAIN @Epoch: 348  >>>  || LOSS Avg: 7.08760
2023-09-21 16:17:04,829:	[Coach] >>> VALID @Epoch: 348  >>> 
2023-09-21 16:17:04,829:	[Coach] >>> TEST  @Epoch: 348  >>> 
2023-09-21 16:17:07,442:	[Wall TIME] >>> ChiefCoach.train takes 2.612031 seconds ...
2023-09-21 16:17:07,502:	[Coach] >>> TRAIN @Epoch: 349  >>>  || LOSS Avg: 7.08529
2023-09-21 16:17:07,502:	[Coach] >>> VALID @Epoch: 349  >>> 
2023-09-21 16:17:07,502:	[Coach] >>> TEST  @Epoch: 349  >>> 
2023-09-21 16:17:10,083:	[Wall TIME] >>> ChiefCoach.train takes 2.580255 seconds ...
2023-09-21 16:17:11,770:	[Wall TIME] >>> ChiefCoach.valid takes 1.628262 seconds ...
2023-09-21 16:17:11,771:	[Coach] >>> TRAIN @Epoch: 350  >>>  || LOSS Avg: 7.09577
2023-09-21 16:17:11,771:	[Coach] >>> VALID @Epoch: 350  >>>  || HITRATE@1 Avg: 0.0126 || HITRATE@5 Avg: 0.0379 || HITRATE@10 Avg: 0.0566 || NDCG@5 Avg: 0.0254 || NDCG@10 Avg: 0.0315
2023-09-21 16:17:11,771:	[Coach] >>> TEST  @Epoch: 350  >>> 
2023-09-21 16:17:14,397:	[Wall TIME] >>> ChiefCoach.train takes 2.625482 seconds ...
2023-09-21 16:17:14,451:	[Coach] >>> TRAIN @Epoch: 351  >>>  || LOSS Avg: 7.08305
2023-09-21 16:17:14,451:	[Coach] >>> VALID @Epoch: 351  >>> 
2023-09-21 16:17:14,451:	[Coach] >>> TEST  @Epoch: 351  >>> 
2023-09-21 16:17:17,171:	[Wall TIME] >>> ChiefCoach.train takes 2.720406 seconds ...
2023-09-21 16:17:17,238:	[Coach] >>> TRAIN @Epoch: 352  >>>  || LOSS Avg: 7.08079
2023-09-21 16:17:17,238:	[Coach] >>> VALID @Epoch: 352  >>> 
2023-09-21 16:17:17,238:	[Coach] >>> TEST  @Epoch: 352  >>> 
2023-09-21 16:17:19,903:	[Wall TIME] >>> ChiefCoach.train takes 2.664817 seconds ...
2023-09-21 16:17:19,957:	[Coach] >>> TRAIN @Epoch: 353  >>>  || LOSS Avg: 7.08974
2023-09-21 16:17:19,957:	[Coach] >>> VALID @Epoch: 353  >>> 
2023-09-21 16:17:19,957:	[Coach] >>> TEST  @Epoch: 353  >>> 
2023-09-21 16:17:22,566:	[Wall TIME] >>> ChiefCoach.train takes 2.608763 seconds ...
2023-09-21 16:17:22,639:	[Coach] >>> TRAIN @Epoch: 354  >>>  || LOSS Avg: 7.09414
2023-09-21 16:17:22,639:	[Coach] >>> VALID @Epoch: 354  >>> 
2023-09-21 16:17:22,639:	[Coach] >>> TEST  @Epoch: 354  >>> 
2023-09-21 16:17:25,244:	[Wall TIME] >>> ChiefCoach.train takes 2.604360 seconds ...
2023-09-21 16:17:26,983:	[Wall TIME] >>> ChiefCoach.valid takes 1.685890 seconds ...
2023-09-21 16:17:26,984:	[Coach] >>> TRAIN @Epoch: 355  >>>  || LOSS Avg: 7.08944
2023-09-21 16:17:26,984:	[Coach] >>> VALID @Epoch: 355  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0379 || HITRATE@10 Avg: 0.0545 || NDCG@5 Avg: 0.0252 || NDCG@10 Avg: 0.0305
2023-09-21 16:17:26,984:	[Coach] >>> TEST  @Epoch: 355  >>> 
2023-09-21 16:17:29,669:	[Wall TIME] >>> ChiefCoach.train takes 2.685098 seconds ...
2023-09-21 16:17:29,735:	[Coach] >>> TRAIN @Epoch: 356  >>>  || LOSS Avg: 7.08927
2023-09-21 16:17:29,735:	[Coach] >>> VALID @Epoch: 356  >>> 
2023-09-21 16:17:29,735:	[Coach] >>> TEST  @Epoch: 356  >>> 
2023-09-21 16:17:32,418:	[Wall TIME] >>> ChiefCoach.train takes 2.682824 seconds ...
2023-09-21 16:17:32,472:	[Coach] >>> TRAIN @Epoch: 357  >>>  || LOSS Avg: 7.08367
2023-09-21 16:17:32,472:	[Coach] >>> VALID @Epoch: 357  >>> 
2023-09-21 16:17:32,472:	[Coach] >>> TEST  @Epoch: 357  >>> 
2023-09-21 16:17:35,101:	[Wall TIME] >>> ChiefCoach.train takes 2.628467 seconds ...
2023-09-21 16:17:35,165:	[Coach] >>> TRAIN @Epoch: 358  >>>  || LOSS Avg: 7.09043
2023-09-21 16:17:35,165:	[Coach] >>> VALID @Epoch: 358  >>> 
2023-09-21 16:17:35,165:	[Coach] >>> TEST  @Epoch: 358  >>> 
2023-09-21 16:17:37,811:	[Wall TIME] >>> ChiefCoach.train takes 2.644921 seconds ...
2023-09-21 16:17:37,867:	[Coach] >>> TRAIN @Epoch: 359  >>>  || LOSS Avg: 7.07161
2023-09-21 16:17:37,868:	[Coach] >>> VALID @Epoch: 359  >>> 
2023-09-21 16:17:37,868:	[Coach] >>> TEST  @Epoch: 359  >>> 
2023-09-21 16:17:40,530:	[Wall TIME] >>> ChiefCoach.train takes 2.661852 seconds ...
2023-09-21 16:17:42,269:	[Wall TIME] >>> ChiefCoach.valid takes 1.677719 seconds ...
2023-09-21 16:17:42,269:	[Coach] >>> TRAIN @Epoch: 360  >>>  || LOSS Avg: 7.06813
2023-09-21 16:17:42,269:	[Coach] >>> VALID @Epoch: 360  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0380 || HITRATE@10 Avg: 0.0563 || NDCG@5 Avg: 0.0251 || NDCG@10 Avg: 0.0310
2023-09-21 16:17:42,270:	[Coach] >>> TEST  @Epoch: 360  >>> 
2023-09-21 16:17:44,865:	[Wall TIME] >>> ChiefCoach.train takes 2.595188 seconds ...
2023-09-21 16:17:44,924:	[Coach] >>> TRAIN @Epoch: 361  >>>  || LOSS Avg: 7.09354
2023-09-21 16:17:44,924:	[Coach] >>> VALID @Epoch: 361  >>> 
2023-09-21 16:17:44,924:	[Coach] >>> TEST  @Epoch: 361  >>> 
2023-09-21 16:17:47,527:	[Wall TIME] >>> ChiefCoach.train takes 2.603200 seconds ...
2023-09-21 16:17:47,584:	[Coach] >>> TRAIN @Epoch: 362  >>>  || LOSS Avg: 7.08268
2023-09-21 16:17:47,584:	[Coach] >>> VALID @Epoch: 362  >>> 
2023-09-21 16:17:47,584:	[Coach] >>> TEST  @Epoch: 362  >>> 
2023-09-21 16:17:50,212:	[Wall TIME] >>> ChiefCoach.train takes 2.627457 seconds ...
2023-09-21 16:17:50,268:	[Coach] >>> TRAIN @Epoch: 363  >>>  || LOSS Avg: 7.08739
2023-09-21 16:17:50,269:	[Coach] >>> VALID @Epoch: 363  >>> 
2023-09-21 16:17:50,269:	[Coach] >>> TEST  @Epoch: 363  >>> 
2023-09-21 16:17:52,875:	[Wall TIME] >>> ChiefCoach.train takes 2.606012 seconds ...
2023-09-21 16:17:52,931:	[Coach] >>> TRAIN @Epoch: 364  >>>  || LOSS Avg: 7.08455
2023-09-21 16:17:52,931:	[Coach] >>> VALID @Epoch: 364  >>> 
2023-09-21 16:17:52,931:	[Coach] >>> TEST  @Epoch: 364  >>> 
2023-09-21 16:17:55,645:	[Wall TIME] >>> ChiefCoach.train takes 2.713435 seconds ...
2023-09-21 16:17:57,336:	[Wall TIME] >>> ChiefCoach.valid takes 1.637618 seconds ...
2023-09-21 16:17:57,336:	[Coach] >>> TRAIN @Epoch: 365  >>>  || LOSS Avg: 7.08406
2023-09-21 16:17:57,337:	[Coach] >>> VALID @Epoch: 365  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0389 || HITRATE@10 Avg: 0.0571 || NDCG@5 Avg: 0.0256 || NDCG@10 Avg: 0.0315
2023-09-21 16:17:57,337:	[Coach] >>> TEST  @Epoch: 365  >>> 
2023-09-21 16:18:00,033:	[Wall TIME] >>> ChiefCoach.train takes 2.695808 seconds ...
2023-09-21 16:18:00,091:	[Coach] >>> TRAIN @Epoch: 366  >>>  || LOSS Avg: 7.09242
2023-09-21 16:18:00,091:	[Coach] >>> VALID @Epoch: 366  >>> 
2023-09-21 16:18:00,092:	[Coach] >>> TEST  @Epoch: 366  >>> 
2023-09-21 16:18:02,712:	[Wall TIME] >>> ChiefCoach.train takes 2.620203 seconds ...
2023-09-21 16:18:02,766:	[Coach] >>> TRAIN @Epoch: 367  >>>  || LOSS Avg: 7.08259
2023-09-21 16:18:02,767:	[Coach] >>> VALID @Epoch: 367  >>> 
2023-09-21 16:18:02,767:	[Coach] >>> TEST  @Epoch: 367  >>> 
2023-09-21 16:18:05,456:	[Wall TIME] >>> ChiefCoach.train takes 2.688786 seconds ...
2023-09-21 16:18:05,511:	[Coach] >>> TRAIN @Epoch: 368  >>>  || LOSS Avg: 7.08257
2023-09-21 16:18:05,511:	[Coach] >>> VALID @Epoch: 368  >>> 
2023-09-21 16:18:05,511:	[Coach] >>> TEST  @Epoch: 368  >>> 
2023-09-21 16:18:08,090:	[Wall TIME] >>> ChiefCoach.train takes 2.578836 seconds ...
2023-09-21 16:18:08,154:	[Coach] >>> TRAIN @Epoch: 369  >>>  || LOSS Avg: 7.07042
2023-09-21 16:18:08,154:	[Coach] >>> VALID @Epoch: 369  >>> 
2023-09-21 16:18:08,154:	[Coach] >>> TEST  @Epoch: 369  >>> 
2023-09-21 16:18:10,791:	[Wall TIME] >>> ChiefCoach.train takes 2.636295 seconds ...
2023-09-21 16:18:12,529:	[Wall TIME] >>> ChiefCoach.valid takes 1.680930 seconds ...
2023-09-21 16:18:12,529:	[Coach] >>> TRAIN @Epoch: 370  >>>  || LOSS Avg: 7.07863
2023-09-21 16:18:12,529:	[Coach] >>> VALID @Epoch: 370  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0374 || HITRATE@10 Avg: 0.0561 || NDCG@5 Avg: 0.0247 || NDCG@10 Avg: 0.0307
2023-09-21 16:18:12,529:	[Coach] >>> TEST  @Epoch: 370  >>> 
2023-09-21 16:18:15,251:	[Wall TIME] >>> ChiefCoach.train takes 2.721537 seconds ...
2023-09-21 16:18:15,324:	[Coach] >>> TRAIN @Epoch: 371  >>>  || LOSS Avg: 7.07284
2023-09-21 16:18:15,324:	[Coach] >>> VALID @Epoch: 371  >>> 
2023-09-21 16:18:15,324:	[Coach] >>> TEST  @Epoch: 371  >>> 
2023-09-21 16:18:17,988:	[Wall TIME] >>> ChiefCoach.train takes 2.663616 seconds ...
2023-09-21 16:18:18,047:	[Coach] >>> TRAIN @Epoch: 372  >>>  || LOSS Avg: 7.08409
2023-09-21 16:18:18,047:	[Coach] >>> VALID @Epoch: 372  >>> 
2023-09-21 16:18:18,048:	[Coach] >>> TEST  @Epoch: 372  >>> 
2023-09-21 16:18:20,741:	[Wall TIME] >>> ChiefCoach.train takes 2.693222 seconds ...
2023-09-21 16:18:20,801:	[Coach] >>> TRAIN @Epoch: 373  >>>  || LOSS Avg: 7.07722
2023-09-21 16:18:20,802:	[Coach] >>> VALID @Epoch: 373  >>> 
2023-09-21 16:18:20,802:	[Coach] >>> TEST  @Epoch: 373  >>> 
2023-09-21 16:18:23,485:	[Wall TIME] >>> ChiefCoach.train takes 2.683409 seconds ...
2023-09-21 16:18:23,542:	[Coach] >>> TRAIN @Epoch: 374  >>>  || LOSS Avg: 7.07899
2023-09-21 16:18:23,542:	[Coach] >>> VALID @Epoch: 374  >>> 
2023-09-21 16:18:23,542:	[Coach] >>> TEST  @Epoch: 374  >>> 
2023-09-21 16:18:26,226:	[Wall TIME] >>> ChiefCoach.train takes 2.683850 seconds ...
2023-09-21 16:18:27,965:	[Wall TIME] >>> ChiefCoach.valid takes 1.685358 seconds ...
2023-09-21 16:18:27,965:	[Coach] >>> TRAIN @Epoch: 375  >>>  || LOSS Avg: 7.07826
2023-09-21 16:18:27,965:	[Coach] >>> VALID @Epoch: 375  >>>  || HITRATE@1 Avg: 0.0116 || HITRATE@5 Avg: 0.0377 || HITRATE@10 Avg: 0.0579 || NDCG@5 Avg: 0.0250 || NDCG@10 Avg: 0.0315
2023-09-21 16:18:27,965:	[Coach] >>> TEST  @Epoch: 375  >>> 
2023-09-21 16:18:30,632:	[Wall TIME] >>> ChiefCoach.train takes 2.666999 seconds ...
2023-09-21 16:18:30,709:	[Coach] >>> TRAIN @Epoch: 376  >>>  || LOSS Avg: 7.06630
2023-09-21 16:18:30,709:	[Coach] >>> VALID @Epoch: 376  >>> 
2023-09-21 16:18:30,709:	[Coach] >>> TEST  @Epoch: 376  >>> 
2023-09-21 16:18:33,379:	[Wall TIME] >>> ChiefCoach.train takes 2.669465 seconds ...
2023-09-21 16:18:33,435:	[Coach] >>> TRAIN @Epoch: 377  >>>  || LOSS Avg: 7.06559
2023-09-21 16:18:33,435:	[Coach] >>> VALID @Epoch: 377  >>> 
2023-09-21 16:18:33,435:	[Coach] >>> TEST  @Epoch: 377  >>> 
2023-09-21 16:18:36,074:	[Wall TIME] >>> ChiefCoach.train takes 2.638976 seconds ...
2023-09-21 16:18:36,129:	[Coach] >>> TRAIN @Epoch: 378  >>>  || LOSS Avg: 7.05587
2023-09-21 16:18:36,129:	[Coach] >>> VALID @Epoch: 378  >>> 
2023-09-21 16:18:36,129:	[Coach] >>> TEST  @Epoch: 378  >>> 
2023-09-21 16:18:38,771:	[Wall TIME] >>> ChiefCoach.train takes 2.641933 seconds ...
2023-09-21 16:18:38,827:	[Coach] >>> TRAIN @Epoch: 379  >>>  || LOSS Avg: 7.07174
2023-09-21 16:18:38,827:	[Coach] >>> VALID @Epoch: 379  >>> 
2023-09-21 16:18:38,827:	[Coach] >>> TEST  @Epoch: 379  >>> 
2023-09-21 16:18:41,465:	[Wall TIME] >>> ChiefCoach.train takes 2.637312 seconds ...
2023-09-21 16:18:43,284:	[Wall TIME] >>> ChiefCoach.valid takes 1.762926 seconds ...
2023-09-21 16:18:43,284:	[Coach] >>> TRAIN @Epoch: 380  >>>  || LOSS Avg: 7.04654
2023-09-21 16:18:43,285:	[Coach] >>> VALID @Epoch: 380  >>>  || HITRATE@1 Avg: 0.0127 || HITRATE@5 Avg: 0.0382 || HITRATE@10 Avg: 0.0585 || NDCG@5 Avg: 0.0255 || NDCG@10 Avg: 0.0321
2023-09-21 16:18:43,285:	[Coach] >>> TEST  @Epoch: 380  >>> 
2023-09-21 16:18:45,941:	[Wall TIME] >>> ChiefCoach.train takes 2.655888 seconds ...
2023-09-21 16:18:45,994:	[Coach] >>> TRAIN @Epoch: 381  >>>  || LOSS Avg: 7.05922
2023-09-21 16:18:45,995:	[Coach] >>> VALID @Epoch: 381  >>> 
2023-09-21 16:18:45,995:	[Coach] >>> TEST  @Epoch: 381  >>> 
2023-09-21 16:18:48,607:	[Wall TIME] >>> ChiefCoach.train takes 2.612300 seconds ...
2023-09-21 16:18:48,662:	[Coach] >>> TRAIN @Epoch: 382  >>>  || LOSS Avg: 7.08099
2023-09-21 16:18:48,662:	[Coach] >>> VALID @Epoch: 382  >>> 
2023-09-21 16:18:48,662:	[Coach] >>> TEST  @Epoch: 382  >>> 
2023-09-21 16:18:51,328:	[Wall TIME] >>> ChiefCoach.train takes 2.665505 seconds ...
2023-09-21 16:18:51,384:	[Coach] >>> TRAIN @Epoch: 383  >>>  || LOSS Avg: 7.06810
2023-09-21 16:18:51,384:	[Coach] >>> VALID @Epoch: 383  >>> 
2023-09-21 16:18:51,384:	[Coach] >>> TEST  @Epoch: 383  >>> 
2023-09-21 16:18:54,025:	[Wall TIME] >>> ChiefCoach.train takes 2.641096 seconds ...
2023-09-21 16:18:54,094:	[Coach] >>> TRAIN @Epoch: 384  >>>  || LOSS Avg: 7.08265
2023-09-21 16:18:54,094:	[Coach] >>> VALID @Epoch: 384  >>> 
2023-09-21 16:18:54,094:	[Coach] >>> TEST  @Epoch: 384  >>> 
2023-09-21 16:18:56,768:	[Wall TIME] >>> ChiefCoach.train takes 2.673787 seconds ...
2023-09-21 16:18:58,508:	[Wall TIME] >>> ChiefCoach.valid takes 1.686808 seconds ...
2023-09-21 16:18:58,509:	[Coach] >>> TRAIN @Epoch: 385  >>>  || LOSS Avg: 7.06843
2023-09-21 16:18:58,509:	[Coach] >>> VALID @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0370 || HITRATE@10 Avg: 0.0561 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0308
2023-09-21 16:18:58,509:	[Coach] >>> TEST  @Epoch: 385  >>> 
2023-09-21 16:19:01,151:	[Wall TIME] >>> ChiefCoach.train takes 2.642244 seconds ...
2023-09-21 16:19:01,209:	[Coach] >>> TRAIN @Epoch: 386  >>>  || LOSS Avg: 7.06014
2023-09-21 16:19:01,209:	[Coach] >>> VALID @Epoch: 386  >>> 
2023-09-21 16:19:01,209:	[Coach] >>> TEST  @Epoch: 386  >>> 
2023-09-21 16:19:03,899:	[Wall TIME] >>> ChiefCoach.train takes 2.690142 seconds ...
2023-09-21 16:19:03,956:	[Coach] >>> TRAIN @Epoch: 387  >>>  || LOSS Avg: 7.06298
2023-09-21 16:19:03,956:	[Coach] >>> VALID @Epoch: 387  >>> 
2023-09-21 16:19:03,956:	[Coach] >>> TEST  @Epoch: 387  >>> 
2023-09-21 16:19:06,611:	[Wall TIME] >>> ChiefCoach.train takes 2.655260 seconds ...
2023-09-21 16:19:06,664:	[Coach] >>> TRAIN @Epoch: 388  >>>  || LOSS Avg: 7.06634
2023-09-21 16:19:06,664:	[Coach] >>> VALID @Epoch: 388  >>> 
2023-09-21 16:19:06,665:	[Coach] >>> TEST  @Epoch: 388  >>> 
2023-09-21 16:19:09,277:	[Wall TIME] >>> ChiefCoach.train takes 2.612424 seconds ...
2023-09-21 16:19:09,335:	[Coach] >>> TRAIN @Epoch: 389  >>>  || LOSS Avg: 7.06678
2023-09-21 16:19:09,335:	[Coach] >>> VALID @Epoch: 389  >>> 
2023-09-21 16:19:09,335:	[Coach] >>> TEST  @Epoch: 389  >>> 
2023-09-21 16:19:11,891:	[Wall TIME] >>> ChiefCoach.train takes 2.555856 seconds ...
2023-09-21 16:19:13,617:	[Wall TIME] >>> ChiefCoach.valid takes 1.670628 seconds ...
2023-09-21 16:19:13,617:	[Coach] >>> TRAIN @Epoch: 390  >>>  || LOSS Avg: 7.05257
2023-09-21 16:19:13,617:	[Coach] >>> VALID @Epoch: 390  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0382 || HITRATE@10 Avg: 0.0575 || NDCG@5 Avg: 0.0251 || NDCG@10 Avg: 0.0313
2023-09-21 16:19:13,617:	[Coach] >>> TEST  @Epoch: 390  >>> 
2023-09-21 16:19:16,245:	[Wall TIME] >>> ChiefCoach.train takes 2.627737 seconds ...
2023-09-21 16:19:16,299:	[Coach] >>> TRAIN @Epoch: 391  >>>  || LOSS Avg: 7.05680
2023-09-21 16:19:16,299:	[Coach] >>> VALID @Epoch: 391  >>> 
2023-09-21 16:19:16,299:	[Coach] >>> TEST  @Epoch: 391  >>> 
2023-09-21 16:19:18,947:	[Wall TIME] >>> ChiefCoach.train takes 2.648171 seconds ...
2023-09-21 16:19:19,001:	[Coach] >>> TRAIN @Epoch: 392  >>>  || LOSS Avg: 7.07697
2023-09-21 16:19:19,002:	[Coach] >>> VALID @Epoch: 392  >>> 
2023-09-21 16:19:19,002:	[Coach] >>> TEST  @Epoch: 392  >>> 
2023-09-21 16:19:21,628:	[Wall TIME] >>> ChiefCoach.train takes 2.626250 seconds ...
2023-09-21 16:19:21,684:	[Coach] >>> TRAIN @Epoch: 393  >>>  || LOSS Avg: 7.05302
2023-09-21 16:19:21,684:	[Coach] >>> VALID @Epoch: 393  >>> 
2023-09-21 16:19:21,684:	[Coach] >>> TEST  @Epoch: 393  >>> 
2023-09-21 16:19:24,351:	[Wall TIME] >>> ChiefCoach.train takes 2.666410 seconds ...
2023-09-21 16:19:24,429:	[Coach] >>> TRAIN @Epoch: 394  >>>  || LOSS Avg: 7.07670
2023-09-21 16:19:24,430:	[Coach] >>> VALID @Epoch: 394  >>> 
2023-09-21 16:19:24,430:	[Coach] >>> TEST  @Epoch: 394  >>> 
2023-09-21 16:19:27,096:	[Wall TIME] >>> ChiefCoach.train takes 2.666189 seconds ...
2023-09-21 16:19:28,853:	[Wall TIME] >>> ChiefCoach.valid takes 1.701767 seconds ...
2023-09-21 16:19:28,854:	[Coach] >>> TRAIN @Epoch: 395  >>>  || LOSS Avg: 7.06015
2023-09-21 16:19:28,854:	[Coach] >>> VALID @Epoch: 395  >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0371 || HITRATE@10 Avg: 0.0569 || NDCG@5 Avg: 0.0240 || NDCG@10 Avg: 0.0303
2023-09-21 16:19:28,854:	[Coach] >>> TEST  @Epoch: 395  >>> 
2023-09-21 16:19:31,602:	[Wall TIME] >>> ChiefCoach.train takes 2.748194 seconds ...
2023-09-21 16:19:31,667:	[Coach] >>> TRAIN @Epoch: 396  >>>  || LOSS Avg: 7.06392
2023-09-21 16:19:31,667:	[Coach] >>> VALID @Epoch: 396  >>> 
2023-09-21 16:19:31,667:	[Coach] >>> TEST  @Epoch: 396  >>> 
2023-09-21 16:19:34,305:	[Wall TIME] >>> ChiefCoach.train takes 2.637604 seconds ...
2023-09-21 16:19:34,361:	[Coach] >>> TRAIN @Epoch: 397  >>>  || LOSS Avg: 7.05103
2023-09-21 16:19:34,361:	[Coach] >>> VALID @Epoch: 397  >>> 
2023-09-21 16:19:34,361:	[Coach] >>> TEST  @Epoch: 397  >>> 
2023-09-21 16:19:37,064:	[Wall TIME] >>> ChiefCoach.train takes 2.702574 seconds ...
2023-09-21 16:19:37,126:	[Coach] >>> TRAIN @Epoch: 398  >>>  || LOSS Avg: 7.03890
2023-09-21 16:19:37,126:	[Coach] >>> VALID @Epoch: 398  >>> 
2023-09-21 16:19:37,126:	[Coach] >>> TEST  @Epoch: 398  >>> 
2023-09-21 16:19:39,818:	[Wall TIME] >>> ChiefCoach.train takes 2.691198 seconds ...
2023-09-21 16:19:39,873:	[Coach] >>> TRAIN @Epoch: 399  >>>  || LOSS Avg: 7.06820
2023-09-21 16:19:39,873:	[Coach] >>> VALID @Epoch: 399  >>> 
2023-09-21 16:19:39,873:	[Coach] >>> TEST  @Epoch: 399  >>> 
2023-09-21 16:19:42,598:	[Wall TIME] >>> ChiefCoach.train takes 2.724745 seconds ...
2023-09-21 16:19:44,349:	[Wall TIME] >>> ChiefCoach.valid takes 1.684290 seconds ...
2023-09-21 16:19:44,349:	[Coach] >>> TRAIN @Epoch: 400  >>>  || LOSS Avg: 7.06741
2023-09-21 16:19:44,349:	[Coach] >>> VALID @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0384 || HITRATE@10 Avg: 0.0575 || NDCG@5 Avg: 0.0255 || NDCG@10 Avg: 0.0316
2023-09-21 16:19:44,349:	[Coach] >>> TEST  @Epoch: 400  >>> 
2023-09-21 16:19:46,954:	[Wall TIME] >>> ChiefCoach.train takes 2.604577 seconds ...
2023-09-21 16:19:47,007:	[Coach] >>> TRAIN @Epoch: 401  >>>  || LOSS Avg: 7.07669
2023-09-21 16:19:47,008:	[Coach] >>> VALID @Epoch: 401  >>> 
2023-09-21 16:19:47,008:	[Coach] >>> TEST  @Epoch: 401  >>> 
2023-09-21 16:19:49,658:	[Wall TIME] >>> ChiefCoach.train takes 2.650376 seconds ...
2023-09-21 16:19:49,729:	[Coach] >>> TRAIN @Epoch: 402  >>>  || LOSS Avg: 7.04828
2023-09-21 16:19:49,730:	[Coach] >>> VALID @Epoch: 402  >>> 
2023-09-21 16:19:49,730:	[Coach] >>> TEST  @Epoch: 402  >>> 
2023-09-21 16:19:52,466:	[Wall TIME] >>> ChiefCoach.train takes 2.735663 seconds ...
2023-09-21 16:19:52,542:	[Coach] >>> TRAIN @Epoch: 403  >>>  || LOSS Avg: 7.05675
2023-09-21 16:19:52,543:	[Coach] >>> VALID @Epoch: 403  >>> 
2023-09-21 16:19:52,543:	[Coach] >>> TEST  @Epoch: 403  >>> 
2023-09-21 16:19:55,198:	[Wall TIME] >>> ChiefCoach.train takes 2.655123 seconds ...
2023-09-21 16:19:55,270:	[Coach] >>> TRAIN @Epoch: 404  >>>  || LOSS Avg: 7.06539
2023-09-21 16:19:55,271:	[Coach] >>> VALID @Epoch: 404  >>> 
2023-09-21 16:19:55,271:	[Coach] >>> TEST  @Epoch: 404  >>> 
2023-09-21 16:19:57,852:	[Wall TIME] >>> ChiefCoach.train takes 2.581420 seconds ...
2023-09-21 16:19:59,597:	[Wall TIME] >>> ChiefCoach.valid takes 1.691112 seconds ...
2023-09-21 16:19:59,597:	[Coach] >>> TRAIN @Epoch: 405  >>>  || LOSS Avg: 7.06588
2023-09-21 16:19:59,597:	[Coach] >>> VALID @Epoch: 405  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0377 || HITRATE@10 Avg: 0.0582 || NDCG@5 Avg: 0.0251 || NDCG@10 Avg: 0.0317
2023-09-21 16:19:59,597:	[Coach] >>> TEST  @Epoch: 405  >>> 
2023-09-21 16:20:02,209:	[Wall TIME] >>> ChiefCoach.train takes 2.611348 seconds ...
2023-09-21 16:20:02,264:	[Coach] >>> TRAIN @Epoch: 406  >>>  || LOSS Avg: 7.06543
2023-09-21 16:20:02,264:	[Coach] >>> VALID @Epoch: 406  >>> 
2023-09-21 16:20:02,265:	[Coach] >>> TEST  @Epoch: 406  >>> 
2023-09-21 16:20:04,938:	[Wall TIME] >>> ChiefCoach.train takes 2.673649 seconds ...
2023-09-21 16:20:04,996:	[Coach] >>> TRAIN @Epoch: 407  >>>  || LOSS Avg: 7.04571
2023-09-21 16:20:04,997:	[Coach] >>> VALID @Epoch: 407  >>> 
2023-09-21 16:20:04,997:	[Coach] >>> TEST  @Epoch: 407  >>> 
2023-09-21 16:20:07,688:	[Wall TIME] >>> ChiefCoach.train takes 2.691113 seconds ...
2023-09-21 16:20:07,762:	[Coach] >>> TRAIN @Epoch: 408  >>>  || LOSS Avg: 7.06808
2023-09-21 16:20:07,762:	[Coach] >>> VALID @Epoch: 408  >>> 
2023-09-21 16:20:07,762:	[Coach] >>> TEST  @Epoch: 408  >>> 
2023-09-21 16:20:10,381:	[Wall TIME] >>> ChiefCoach.train takes 2.619193 seconds ...
2023-09-21 16:20:10,439:	[Coach] >>> TRAIN @Epoch: 409  >>>  || LOSS Avg: 7.05576
2023-09-21 16:20:10,439:	[Coach] >>> VALID @Epoch: 409  >>> 
2023-09-21 16:20:10,440:	[Coach] >>> TEST  @Epoch: 409  >>> 
2023-09-21 16:20:13,014:	[Wall TIME] >>> ChiefCoach.train takes 2.573930 seconds ...
2023-09-21 16:20:14,776:	[Wall TIME] >>> ChiefCoach.valid takes 1.708440 seconds ...
2023-09-21 16:20:14,776:	[Coach] >>> TRAIN @Epoch: 410  >>>  || LOSS Avg: 7.03940
2023-09-21 16:20:14,776:	[Coach] >>> VALID @Epoch: 410  >>>  || HITRATE@1 Avg: 0.0124 || HITRATE@5 Avg: 0.0377 || HITRATE@10 Avg: 0.0573 || NDCG@5 Avg: 0.0252 || NDCG@10 Avg: 0.0315
2023-09-21 16:20:14,776:	[Coach] >>> TEST  @Epoch: 410  >>> 
2023-09-21 16:20:17,387:	[Wall TIME] >>> ChiefCoach.train takes 2.610358 seconds ...
2023-09-21 16:20:17,442:	[Coach] >>> TRAIN @Epoch: 411  >>>  || LOSS Avg: 7.05384
2023-09-21 16:20:17,442:	[Coach] >>> VALID @Epoch: 411  >>> 
2023-09-21 16:20:17,442:	[Coach] >>> TEST  @Epoch: 411  >>> 
2023-09-21 16:20:20,116:	[Wall TIME] >>> ChiefCoach.train takes 2.673560 seconds ...
2023-09-21 16:20:20,171:	[Coach] >>> TRAIN @Epoch: 412  >>>  || LOSS Avg: 7.05269
2023-09-21 16:20:20,171:	[Coach] >>> VALID @Epoch: 412  >>> 
2023-09-21 16:20:20,171:	[Coach] >>> TEST  @Epoch: 412  >>> 
2023-09-21 16:20:22,812:	[Wall TIME] >>> ChiefCoach.train takes 2.640439 seconds ...
2023-09-21 16:20:22,865:	[Coach] >>> TRAIN @Epoch: 413  >>>  || LOSS Avg: 7.07080
2023-09-21 16:20:22,865:	[Coach] >>> VALID @Epoch: 413  >>> 
2023-09-21 16:20:22,866:	[Coach] >>> TEST  @Epoch: 413  >>> 
2023-09-21 16:20:25,581:	[Wall TIME] >>> ChiefCoach.train takes 2.715280 seconds ...
2023-09-21 16:20:25,639:	[Coach] >>> TRAIN @Epoch: 414  >>>  || LOSS Avg: 7.06918
2023-09-21 16:20:25,639:	[Coach] >>> VALID @Epoch: 414  >>> 
2023-09-21 16:20:25,639:	[Coach] >>> TEST  @Epoch: 414  >>> 
2023-09-21 16:20:28,287:	[Wall TIME] >>> ChiefCoach.train takes 2.647253 seconds ...
2023-09-21 16:20:30,010:	[Wall TIME] >>> ChiefCoach.valid takes 1.660269 seconds ...
2023-09-21 16:20:30,011:	[Coach] >>> TRAIN @Epoch: 415  >>>  || LOSS Avg: 7.06795
2023-09-21 16:20:30,011:	[Coach] >>> VALID @Epoch: 415  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0370 || HITRATE@10 Avg: 0.0564 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0308
2023-09-21 16:20:30,011:	[Coach] >>> TEST  @Epoch: 415  >>> 
2023-09-21 16:20:32,659:	[Wall TIME] >>> ChiefCoach.train takes 2.648425 seconds ...
2023-09-21 16:20:32,713:	[Coach] >>> TRAIN @Epoch: 416  >>>  || LOSS Avg: 7.04466
2023-09-21 16:20:32,714:	[Coach] >>> VALID @Epoch: 416  >>> 
2023-09-21 16:20:32,714:	[Coach] >>> TEST  @Epoch: 416  >>> 
2023-09-21 16:20:35,452:	[Wall TIME] >>> ChiefCoach.train takes 2.737924 seconds ...
2023-09-21 16:20:35,508:	[Coach] >>> TRAIN @Epoch: 417  >>>  || LOSS Avg: 7.03622
2023-09-21 16:20:35,508:	[Coach] >>> VALID @Epoch: 417  >>> 
2023-09-21 16:20:35,508:	[Coach] >>> TEST  @Epoch: 417  >>> 
2023-09-21 16:20:38,141:	[Wall TIME] >>> ChiefCoach.train takes 2.632535 seconds ...
2023-09-21 16:20:38,199:	[Coach] >>> TRAIN @Epoch: 418  >>>  || LOSS Avg: 7.03143
2023-09-21 16:20:38,199:	[Coach] >>> VALID @Epoch: 418  >>> 
2023-09-21 16:20:38,199:	[Coach] >>> TEST  @Epoch: 418  >>> 
2023-09-21 16:20:40,810:	[Wall TIME] >>> ChiefCoach.train takes 2.610449 seconds ...
2023-09-21 16:20:40,870:	[Coach] >>> TRAIN @Epoch: 419  >>>  || LOSS Avg: 7.03987
2023-09-21 16:20:40,870:	[Coach] >>> VALID @Epoch: 419  >>> 
2023-09-21 16:20:40,870:	[Coach] >>> TEST  @Epoch: 419  >>> 
2023-09-21 16:20:43,485:	[Wall TIME] >>> ChiefCoach.train takes 2.614711 seconds ...
2023-09-21 16:20:45,225:	[Wall TIME] >>> ChiefCoach.valid takes 1.677317 seconds ...
2023-09-21 16:20:45,226:	[Coach] >>> TRAIN @Epoch: 420  >>>  || LOSS Avg: 7.05085
2023-09-21 16:20:45,226:	[Coach] >>> VALID @Epoch: 420  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0372 || HITRATE@10 Avg: 0.0573 || NDCG@5 Avg: 0.0247 || NDCG@10 Avg: 0.0312
2023-09-21 16:20:45,226:	[Coach] >>> TEST  @Epoch: 420  >>> 
2023-09-21 16:20:47,886:	[Wall TIME] >>> ChiefCoach.train takes 2.659626 seconds ...
2023-09-21 16:20:47,940:	[Coach] >>> TRAIN @Epoch: 421  >>>  || LOSS Avg: 7.05257
2023-09-21 16:20:47,940:	[Coach] >>> VALID @Epoch: 421  >>> 
2023-09-21 16:20:47,940:	[Coach] >>> TEST  @Epoch: 421  >>> 
2023-09-21 16:20:50,505:	[Wall TIME] >>> ChiefCoach.train takes 2.564824 seconds ...
2023-09-21 16:20:50,560:	[Coach] >>> TRAIN @Epoch: 422  >>>  || LOSS Avg: 7.06988
2023-09-21 16:20:50,560:	[Coach] >>> VALID @Epoch: 422  >>> 
2023-09-21 16:20:50,560:	[Coach] >>> TEST  @Epoch: 422  >>> 
2023-09-21 16:20:53,260:	[Wall TIME] >>> ChiefCoach.train takes 2.699589 seconds ...
2023-09-21 16:20:53,317:	[Coach] >>> TRAIN @Epoch: 423  >>>  || LOSS Avg: 7.04593
2023-09-21 16:20:53,317:	[Coach] >>> VALID @Epoch: 423  >>> 
2023-09-21 16:20:53,317:	[Coach] >>> TEST  @Epoch: 423  >>> 
2023-09-21 16:20:55,953:	[Wall TIME] >>> ChiefCoach.train takes 2.635507 seconds ...
2023-09-21 16:20:56,012:	[Coach] >>> TRAIN @Epoch: 424  >>>  || LOSS Avg: 7.07138
2023-09-21 16:20:56,012:	[Coach] >>> VALID @Epoch: 424  >>> 
2023-09-21 16:20:56,012:	[Coach] >>> TEST  @Epoch: 424  >>> 
2023-09-21 16:20:58,671:	[Wall TIME] >>> ChiefCoach.train takes 2.659244 seconds ...
2023-09-21 16:21:00,393:	[Wall TIME] >>> ChiefCoach.valid takes 1.642484 seconds ...
2023-09-21 16:21:00,393:	[Coach] >>> TRAIN @Epoch: 425  >>>  || LOSS Avg: 7.03607
2023-09-21 16:21:00,393:	[Coach] >>> VALID @Epoch: 425  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0368 || HITRATE@10 Avg: 0.0566 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0308
2023-09-21 16:21:00,393:	[Coach] >>> TEST  @Epoch: 425  >>> 
2023-09-21 16:21:03,012:	[Wall TIME] >>> ChiefCoach.train takes 2.618205 seconds ...
2023-09-21 16:21:03,169:	[Coach] >>> TRAIN @Epoch: 426  >>>  || LOSS Avg: 7.07087
2023-09-21 16:21:03,169:	[Coach] >>> VALID @Epoch: 426  >>> 
2023-09-21 16:21:03,169:	[Coach] >>> TEST  @Epoch: 426  >>> 
2023-09-21 16:21:05,833:	[Wall TIME] >>> ChiefCoach.train takes 2.663978 seconds ...
2023-09-21 16:21:05,895:	[Coach] >>> TRAIN @Epoch: 427  >>>  || LOSS Avg: 7.04565
2023-09-21 16:21:05,895:	[Coach] >>> VALID @Epoch: 427  >>> 
2023-09-21 16:21:05,895:	[Coach] >>> TEST  @Epoch: 427  >>> 
2023-09-21 16:21:08,534:	[Wall TIME] >>> ChiefCoach.train takes 2.638482 seconds ...
2023-09-21 16:21:08,592:	[Coach] >>> TRAIN @Epoch: 428  >>>  || LOSS Avg: 7.05381
2023-09-21 16:21:08,592:	[Coach] >>> VALID @Epoch: 428  >>> 
2023-09-21 16:21:08,592:	[Coach] >>> TEST  @Epoch: 428  >>> 
2023-09-21 16:21:11,349:	[Wall TIME] >>> ChiefCoach.train takes 2.757063 seconds ...
2023-09-21 16:21:11,416:	[Coach] >>> TRAIN @Epoch: 429  >>>  || LOSS Avg: 7.06166
2023-09-21 16:21:11,416:	[Coach] >>> VALID @Epoch: 429  >>> 
2023-09-21 16:21:11,416:	[Coach] >>> TEST  @Epoch: 429  >>> 
2023-09-21 16:21:14,123:	[Wall TIME] >>> ChiefCoach.train takes 2.706289 seconds ...
2023-09-21 16:21:15,867:	[Wall TIME] >>> ChiefCoach.valid takes 1.686939 seconds ...
2023-09-21 16:21:15,867:	[Coach] >>> TRAIN @Epoch: 430  >>>  || LOSS Avg: 7.04936
2023-09-21 16:21:15,867:	[Coach] >>> VALID @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0116 || HITRATE@5 Avg: 0.0379 || HITRATE@10 Avg: 0.0579 || NDCG@5 Avg: 0.0249 || NDCG@10 Avg: 0.0313
2023-09-21 16:21:15,868:	[Coach] >>> TEST  @Epoch: 430  >>> 
2023-09-21 16:21:18,567:	[Wall TIME] >>> ChiefCoach.train takes 2.699502 seconds ...
2023-09-21 16:21:18,623:	[Coach] >>> TRAIN @Epoch: 431  >>>  || LOSS Avg: 7.02950
2023-09-21 16:21:18,623:	[Coach] >>> VALID @Epoch: 431  >>> 
2023-09-21 16:21:18,623:	[Coach] >>> TEST  @Epoch: 431  >>> 
2023-09-21 16:21:21,338:	[Wall TIME] >>> ChiefCoach.train takes 2.714675 seconds ...
2023-09-21 16:21:21,393:	[Coach] >>> TRAIN @Epoch: 432  >>>  || LOSS Avg: 7.04069
2023-09-21 16:21:21,393:	[Coach] >>> VALID @Epoch: 432  >>> 
2023-09-21 16:21:21,393:	[Coach] >>> TEST  @Epoch: 432  >>> 
2023-09-21 16:21:24,056:	[Wall TIME] >>> ChiefCoach.train takes 2.662886 seconds ...
2023-09-21 16:21:24,126:	[Coach] >>> TRAIN @Epoch: 433  >>>  || LOSS Avg: 7.05142
2023-09-21 16:21:24,126:	[Coach] >>> VALID @Epoch: 433  >>> 
2023-09-21 16:21:24,127:	[Coach] >>> TEST  @Epoch: 433  >>> 
2023-09-21 16:21:26,739:	[Wall TIME] >>> ChiefCoach.train takes 2.612141 seconds ...
2023-09-21 16:21:26,793:	[Coach] >>> TRAIN @Epoch: 434  >>>  || LOSS Avg: 7.05727
2023-09-21 16:21:26,794:	[Coach] >>> VALID @Epoch: 434  >>> 
2023-09-21 16:21:26,794:	[Coach] >>> TEST  @Epoch: 434  >>> 
2023-09-21 16:21:29,401:	[Wall TIME] >>> ChiefCoach.train takes 2.606823 seconds ...
2023-09-21 16:21:31,085:	[Wall TIME] >>> ChiefCoach.valid takes 1.626732 seconds ...
2023-09-21 16:21:31,085:	[Coach] >>> TRAIN @Epoch: 435  >>>  || LOSS Avg: 7.04489
2023-09-21 16:21:31,085:	[Coach] >>> VALID @Epoch: 435  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0377 || HITRATE@10 Avg: 0.0558 || NDCG@5 Avg: 0.0248 || NDCG@10 Avg: 0.0306
2023-09-21 16:21:31,085:	[Coach] >>> TEST  @Epoch: 435  >>> 
2023-09-21 16:21:33,742:	[Wall TIME] >>> ChiefCoach.train takes 2.656578 seconds ...
2023-09-21 16:21:33,800:	[Coach] >>> TRAIN @Epoch: 436  >>>  || LOSS Avg: 7.04962
2023-09-21 16:21:33,800:	[Coach] >>> VALID @Epoch: 436  >>> 
2023-09-21 16:21:33,800:	[Coach] >>> TEST  @Epoch: 436  >>> 
2023-09-21 16:21:36,446:	[Wall TIME] >>> ChiefCoach.train takes 2.645449 seconds ...
2023-09-21 16:21:36,504:	[Coach] >>> TRAIN @Epoch: 437  >>>  || LOSS Avg: 7.04388
2023-09-21 16:21:36,504:	[Coach] >>> VALID @Epoch: 437  >>> 
2023-09-21 16:21:36,504:	[Coach] >>> TEST  @Epoch: 437  >>> 
2023-09-21 16:21:39,099:	[Wall TIME] >>> ChiefCoach.train takes 2.595208 seconds ...
2023-09-21 16:21:39,154:	[Coach] >>> TRAIN @Epoch: 438  >>>  || LOSS Avg: 7.03460
2023-09-21 16:21:39,154:	[Coach] >>> VALID @Epoch: 438  >>> 
2023-09-21 16:21:39,154:	[Coach] >>> TEST  @Epoch: 438  >>> 
2023-09-21 16:21:41,806:	[Wall TIME] >>> ChiefCoach.train takes 2.651117 seconds ...
2023-09-21 16:21:41,862:	[Coach] >>> TRAIN @Epoch: 439  >>>  || LOSS Avg: 7.03074
2023-09-21 16:21:41,862:	[Coach] >>> VALID @Epoch: 439  >>> 
2023-09-21 16:21:41,862:	[Coach] >>> TEST  @Epoch: 439  >>> 
2023-09-21 16:21:44,517:	[Wall TIME] >>> ChiefCoach.train takes 2.655565 seconds ...
2023-09-21 16:21:46,250:	[Wall TIME] >>> ChiefCoach.valid takes 1.679378 seconds ...
2023-09-21 16:21:46,250:	[Coach] >>> TRAIN @Epoch: 440  >>>  || LOSS Avg: 7.05065
2023-09-21 16:21:46,250:	[Coach] >>> VALID @Epoch: 440  >>>  || HITRATE@1 Avg: 0.0120 || HITRATE@5 Avg: 0.0375 || HITRATE@10 Avg: 0.0564 || NDCG@5 Avg: 0.0249 || NDCG@10 Avg: 0.0310
2023-09-21 16:21:46,250:	[Coach] >>> TEST  @Epoch: 440  >>> 
2023-09-21 16:21:48,864:	[Wall TIME] >>> ChiefCoach.train takes 2.613205 seconds ...
2023-09-21 16:21:48,919:	[Coach] >>> TRAIN @Epoch: 441  >>>  || LOSS Avg: 7.04903
2023-09-21 16:21:48,919:	[Coach] >>> VALID @Epoch: 441  >>> 
2023-09-21 16:21:48,919:	[Coach] >>> TEST  @Epoch: 441  >>> 
2023-09-21 16:21:51,665:	[Wall TIME] >>> ChiefCoach.train takes 2.745275 seconds ...
2023-09-21 16:21:51,726:	[Coach] >>> TRAIN @Epoch: 442  >>>  || LOSS Avg: 7.04213
2023-09-21 16:21:51,727:	[Coach] >>> VALID @Epoch: 442  >>> 
2023-09-21 16:21:51,727:	[Coach] >>> TEST  @Epoch: 442  >>> 
2023-09-21 16:21:54,375:	[Wall TIME] >>> ChiefCoach.train takes 2.648603 seconds ...
2023-09-21 16:21:54,429:	[Coach] >>> TRAIN @Epoch: 443  >>>  || LOSS Avg: 7.04554
2023-09-21 16:21:54,429:	[Coach] >>> VALID @Epoch: 443  >>> 
2023-09-21 16:21:54,429:	[Coach] >>> TEST  @Epoch: 443  >>> 
2023-09-21 16:21:57,177:	[Wall TIME] >>> ChiefCoach.train takes 2.747955 seconds ...
2023-09-21 16:21:57,233:	[Coach] >>> TRAIN @Epoch: 444  >>>  || LOSS Avg: 7.06049
2023-09-21 16:21:57,233:	[Coach] >>> VALID @Epoch: 444  >>> 
2023-09-21 16:21:57,233:	[Coach] >>> TEST  @Epoch: 444  >>> 
2023-09-21 16:21:59,907:	[Wall TIME] >>> ChiefCoach.train takes 2.673371 seconds ...
2023-09-21 16:22:01,611:	[Wall TIME] >>> ChiefCoach.valid takes 1.647406 seconds ...
2023-09-21 16:22:01,612:	[Coach] >>> TRAIN @Epoch: 445  >>>  || LOSS Avg: 7.02478
2023-09-21 16:22:01,612:	[Coach] >>> VALID @Epoch: 445  >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0385 || HITRATE@10 Avg: 0.0570 || NDCG@5 Avg: 0.0255 || NDCG@10 Avg: 0.0315
2023-09-21 16:22:01,612:	[Coach] >>> TEST  @Epoch: 445  >>> 
2023-09-21 16:22:04,205:	[Wall TIME] >>> ChiefCoach.train takes 2.593075 seconds ...
2023-09-21 16:22:04,282:	[Coach] >>> TRAIN @Epoch: 446  >>>  || LOSS Avg: 7.01461
2023-09-21 16:22:04,282:	[Coach] >>> VALID @Epoch: 446  >>> 
2023-09-21 16:22:04,282:	[Coach] >>> TEST  @Epoch: 446  >>> 
2023-09-21 16:22:06,985:	[Wall TIME] >>> ChiefCoach.train takes 2.702397 seconds ...
2023-09-21 16:22:07,055:	[Coach] >>> TRAIN @Epoch: 447  >>>  || LOSS Avg: 7.01650
2023-09-21 16:22:07,055:	[Coach] >>> VALID @Epoch: 447  >>> 
2023-09-21 16:22:07,055:	[Coach] >>> TEST  @Epoch: 447  >>> 
2023-09-21 16:22:09,725:	[Wall TIME] >>> ChiefCoach.train takes 2.669253 seconds ...
2023-09-21 16:22:09,789:	[Coach] >>> TRAIN @Epoch: 448  >>>  || LOSS Avg: 7.03334
2023-09-21 16:22:09,790:	[Coach] >>> VALID @Epoch: 448  >>> 
2023-09-21 16:22:09,790:	[Coach] >>> TEST  @Epoch: 448  >>> 
2023-09-21 16:22:12,522:	[Wall TIME] >>> ChiefCoach.train takes 2.732086 seconds ...
2023-09-21 16:22:12,582:	[Coach] >>> TRAIN @Epoch: 449  >>>  || LOSS Avg: 7.03718
2023-09-21 16:22:12,582:	[Coach] >>> VALID @Epoch: 449  >>> 
2023-09-21 16:22:12,582:	[Coach] >>> TEST  @Epoch: 449  >>> 
2023-09-21 16:22:15,164:	[Wall TIME] >>> ChiefCoach.train takes 2.581708 seconds ...
2023-09-21 16:22:16,888:	[Wall TIME] >>> ChiefCoach.valid takes 1.658076 seconds ...
2023-09-21 16:22:16,888:	[Coach] >>> TRAIN @Epoch: 450  >>>  || LOSS Avg: 7.03152
2023-09-21 16:22:16,888:	[Coach] >>> VALID @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0383 || HITRATE@10 Avg: 0.0571 || NDCG@5 Avg: 0.0252 || NDCG@10 Avg: 0.0312
2023-09-21 16:22:16,888:	[Coach] >>> TEST  @Epoch: 450  >>> 
2023-09-21 16:22:19,545:	[Wall TIME] >>> ChiefCoach.train takes 2.656606 seconds ...
2023-09-21 16:22:19,618:	[Coach] >>> TRAIN @Epoch: 451  >>>  || LOSS Avg: 7.03965
2023-09-21 16:22:19,619:	[Coach] >>> VALID @Epoch: 451  >>> 
2023-09-21 16:22:19,619:	[Coach] >>> TEST  @Epoch: 451  >>> 
2023-09-21 16:22:22,248:	[Wall TIME] >>> ChiefCoach.train takes 2.629355 seconds ...
2023-09-21 16:22:22,302:	[Coach] >>> TRAIN @Epoch: 452  >>>  || LOSS Avg: 7.03484
2023-09-21 16:22:22,302:	[Coach] >>> VALID @Epoch: 452  >>> 
2023-09-21 16:22:22,302:	[Coach] >>> TEST  @Epoch: 452  >>> 
2023-09-21 16:22:24,968:	[Wall TIME] >>> ChiefCoach.train takes 2.665975 seconds ...
2023-09-21 16:22:25,022:	[Coach] >>> TRAIN @Epoch: 453  >>>  || LOSS Avg: 7.04395
2023-09-21 16:22:25,022:	[Coach] >>> VALID @Epoch: 453  >>> 
2023-09-21 16:22:25,022:	[Coach] >>> TEST  @Epoch: 453  >>> 
2023-09-21 16:22:27,634:	[Wall TIME] >>> ChiefCoach.train takes 2.611271 seconds ...
2023-09-21 16:22:27,704:	[Coach] >>> TRAIN @Epoch: 454  >>>  || LOSS Avg: 7.02529
2023-09-21 16:22:27,704:	[Coach] >>> VALID @Epoch: 454  >>> 
2023-09-21 16:22:27,704:	[Coach] >>> TEST  @Epoch: 454  >>> 
2023-09-21 16:22:30,301:	[Wall TIME] >>> ChiefCoach.train takes 2.597159 seconds ...
2023-09-21 16:22:32,046:	[Wall TIME] >>> ChiefCoach.valid takes 1.685611 seconds ...
2023-09-21 16:22:32,047:	[Coach] >>> TRAIN @Epoch: 455  >>>  || LOSS Avg: 7.05653
2023-09-21 16:22:32,047:	[Coach] >>> VALID @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0116 || HITRATE@5 Avg: 0.0379 || HITRATE@10 Avg: 0.0584 || NDCG@5 Avg: 0.0248 || NDCG@10 Avg: 0.0313
2023-09-21 16:22:32,047:	[Coach] >>> TEST  @Epoch: 455  >>> 
2023-09-21 16:22:34,635:	[Wall TIME] >>> ChiefCoach.train takes 2.588133 seconds ...
2023-09-21 16:22:34,701:	[Coach] >>> TRAIN @Epoch: 456  >>>  || LOSS Avg: 7.04421
2023-09-21 16:22:34,701:	[Coach] >>> VALID @Epoch: 456  >>> 
2023-09-21 16:22:34,701:	[Coach] >>> TEST  @Epoch: 456  >>> 
2023-09-21 16:22:37,305:	[Wall TIME] >>> ChiefCoach.train takes 2.603380 seconds ...
2023-09-21 16:22:37,360:	[Coach] >>> TRAIN @Epoch: 457  >>>  || LOSS Avg: 7.04149
2023-09-21 16:22:37,360:	[Coach] >>> VALID @Epoch: 457  >>> 
2023-09-21 16:22:37,360:	[Coach] >>> TEST  @Epoch: 457  >>> 
2023-09-21 16:22:40,039:	[Wall TIME] >>> ChiefCoach.train takes 2.678445 seconds ...
2023-09-21 16:22:40,094:	[Coach] >>> TRAIN @Epoch: 458  >>>  || LOSS Avg: 7.02554
2023-09-21 16:22:40,094:	[Coach] >>> VALID @Epoch: 458  >>> 
2023-09-21 16:22:40,094:	[Coach] >>> TEST  @Epoch: 458  >>> 
2023-09-21 16:22:42,729:	[Wall TIME] >>> ChiefCoach.train takes 2.634579 seconds ...
2023-09-21 16:22:42,783:	[Coach] >>> TRAIN @Epoch: 459  >>>  || LOSS Avg: 7.03650
2023-09-21 16:22:42,783:	[Coach] >>> VALID @Epoch: 459  >>> 
2023-09-21 16:22:42,783:	[Coach] >>> TEST  @Epoch: 459  >>> 
2023-09-21 16:22:45,517:	[Wall TIME] >>> ChiefCoach.train takes 2.733577 seconds ...
2023-09-21 16:22:47,191:	[Wall TIME] >>> ChiefCoach.valid takes 1.612727 seconds ...
2023-09-21 16:22:47,192:	[Coach] >>> TRAIN @Epoch: 460  >>>  || LOSS Avg: 7.03987
2023-09-21 16:22:47,192:	[Coach] >>> VALID @Epoch: 460  >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0378 || HITRATE@10 Avg: 0.0578 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0309
2023-09-21 16:22:47,192:	[Coach] >>> TEST  @Epoch: 460  >>> 
2023-09-21 16:22:49,786:	[Wall TIME] >>> ChiefCoach.train takes 2.593713 seconds ...
2023-09-21 16:22:49,846:	[Coach] >>> TRAIN @Epoch: 461  >>>  || LOSS Avg: 7.03891
2023-09-21 16:22:49,846:	[Coach] >>> VALID @Epoch: 461  >>> 
2023-09-21 16:22:49,846:	[Coach] >>> TEST  @Epoch: 461  >>> 
2023-09-21 16:22:52,546:	[Wall TIME] >>> ChiefCoach.train takes 2.699294 seconds ...
2023-09-21 16:22:52,606:	[Coach] >>> TRAIN @Epoch: 462  >>>  || LOSS Avg: 7.01963
2023-09-21 16:22:52,606:	[Coach] >>> VALID @Epoch: 462  >>> 
2023-09-21 16:22:52,606:	[Coach] >>> TEST  @Epoch: 462  >>> 
2023-09-21 16:22:55,231:	[Wall TIME] >>> ChiefCoach.train takes 2.624385 seconds ...
2023-09-21 16:22:55,290:	[Coach] >>> TRAIN @Epoch: 463  >>>  || LOSS Avg: 7.05435
2023-09-21 16:22:55,290:	[Coach] >>> VALID @Epoch: 463  >>> 
2023-09-21 16:22:55,290:	[Coach] >>> TEST  @Epoch: 463  >>> 
2023-09-21 16:22:57,912:	[Wall TIME] >>> ChiefCoach.train takes 2.621768 seconds ...
2023-09-21 16:22:57,967:	[Coach] >>> TRAIN @Epoch: 464  >>>  || LOSS Avg: 7.05350
2023-09-21 16:22:57,967:	[Coach] >>> VALID @Epoch: 464  >>> 
2023-09-21 16:22:57,967:	[Coach] >>> TEST  @Epoch: 464  >>> 
2023-09-21 16:23:00,655:	[Wall TIME] >>> ChiefCoach.train takes 2.687898 seconds ...
2023-09-21 16:23:02,445:	[Wall TIME] >>> ChiefCoach.valid takes 1.732622 seconds ...
2023-09-21 16:23:02,445:	[Coach] >>> TRAIN @Epoch: 465  >>>  || LOSS Avg: 7.03111
2023-09-21 16:23:02,446:	[Coach] >>> VALID @Epoch: 465  >>>  || HITRATE@1 Avg: 0.0122 || HITRATE@5 Avg: 0.0377 || HITRATE@10 Avg: 0.0570 || NDCG@5 Avg: 0.0251 || NDCG@10 Avg: 0.0313
2023-09-21 16:23:02,446:	[Coach] >>> TEST  @Epoch: 465  >>> 
2023-09-21 16:23:05,121:	[Wall TIME] >>> ChiefCoach.train takes 2.675388 seconds ...
2023-09-21 16:23:05,178:	[Coach] >>> TRAIN @Epoch: 466  >>>  || LOSS Avg: 7.03610
2023-09-21 16:23:05,178:	[Coach] >>> VALID @Epoch: 466  >>> 
2023-09-21 16:23:05,179:	[Coach] >>> TEST  @Epoch: 466  >>> 
2023-09-21 16:23:07,755:	[Wall TIME] >>> ChiefCoach.train takes 2.575872 seconds ...
2023-09-21 16:23:07,818:	[Coach] >>> TRAIN @Epoch: 467  >>>  || LOSS Avg: 7.04759
2023-09-21 16:23:07,819:	[Coach] >>> VALID @Epoch: 467  >>> 
2023-09-21 16:23:07,819:	[Coach] >>> TEST  @Epoch: 467  >>> 
2023-09-21 16:23:10,460:	[Wall TIME] >>> ChiefCoach.train takes 2.640984 seconds ...
2023-09-21 16:23:10,518:	[Coach] >>> TRAIN @Epoch: 468  >>>  || LOSS Avg: 7.03170
2023-09-21 16:23:10,518:	[Coach] >>> VALID @Epoch: 468  >>> 
2023-09-21 16:23:10,518:	[Coach] >>> TEST  @Epoch: 468  >>> 
2023-09-21 16:23:13,173:	[Wall TIME] >>> ChiefCoach.train takes 2.654368 seconds ...
2023-09-21 16:23:13,231:	[Coach] >>> TRAIN @Epoch: 469  >>>  || LOSS Avg: 7.01632
2023-09-21 16:23:13,231:	[Coach] >>> VALID @Epoch: 469  >>> 
2023-09-21 16:23:13,231:	[Coach] >>> TEST  @Epoch: 469  >>> 
2023-09-21 16:23:15,881:	[Wall TIME] >>> ChiefCoach.train takes 2.650107 seconds ...
2023-09-21 16:23:17,564:	[Wall TIME] >>> ChiefCoach.valid takes 1.628868 seconds ...
2023-09-21 16:23:17,565:	[Coach] >>> TRAIN @Epoch: 470  >>>  || LOSS Avg: 7.03055
2023-09-21 16:23:17,565:	[Coach] >>> VALID @Epoch: 470  >>>  || HITRATE@1 Avg: 0.0121 || HITRATE@5 Avg: 0.0381 || HITRATE@10 Avg: 0.0569 || NDCG@5 Avg: 0.0252 || NDCG@10 Avg: 0.0313
2023-09-21 16:23:17,565:	[Coach] >>> TEST  @Epoch: 470  >>> 
2023-09-21 16:23:20,184:	[Wall TIME] >>> ChiefCoach.train takes 2.618889 seconds ...
2023-09-21 16:23:20,243:	[Coach] >>> TRAIN @Epoch: 471  >>>  || LOSS Avg: 7.05511
2023-09-21 16:23:20,243:	[Coach] >>> VALID @Epoch: 471  >>> 
2023-09-21 16:23:20,243:	[Coach] >>> TEST  @Epoch: 471  >>> 
2023-09-21 16:23:22,869:	[Wall TIME] >>> ChiefCoach.train takes 2.626151 seconds ...
2023-09-21 16:23:22,924:	[Coach] >>> TRAIN @Epoch: 472  >>>  || LOSS Avg: 7.03610
2023-09-21 16:23:22,924:	[Coach] >>> VALID @Epoch: 472  >>> 
2023-09-21 16:23:22,924:	[Coach] >>> TEST  @Epoch: 472  >>> 
2023-09-21 16:23:25,671:	[Wall TIME] >>> ChiefCoach.train takes 2.747251 seconds ...
2023-09-21 16:23:25,733:	[Coach] >>> TRAIN @Epoch: 473  >>>  || LOSS Avg: 7.03710
2023-09-21 16:23:25,733:	[Coach] >>> VALID @Epoch: 473  >>> 
2023-09-21 16:23:25,733:	[Coach] >>> TEST  @Epoch: 473  >>> 
2023-09-21 16:23:28,517:	[Wall TIME] >>> ChiefCoach.train takes 2.783413 seconds ...
2023-09-21 16:23:28,577:	[Coach] >>> TRAIN @Epoch: 474  >>>  || LOSS Avg: 7.03952
2023-09-21 16:23:28,577:	[Coach] >>> VALID @Epoch: 474  >>> 
2023-09-21 16:23:28,577:	[Coach] >>> TEST  @Epoch: 474  >>> 
2023-09-21 16:23:31,179:	[Wall TIME] >>> ChiefCoach.train takes 2.601377 seconds ...
2023-09-21 16:23:32,927:	[Wall TIME] >>> ChiefCoach.valid takes 1.677842 seconds ...
2023-09-21 16:23:32,928:	[Coach] >>> TRAIN @Epoch: 475  >>>  || LOSS Avg: 7.04993
2023-09-21 16:23:32,928:	[Coach] >>> VALID @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0132 || HITRATE@5 Avg: 0.0370 || HITRATE@10 Avg: 0.0573 || NDCG@5 Avg: 0.0252 || NDCG@10 Avg: 0.0317
2023-09-21 16:23:32,928:	[Coach] >>> TEST  @Epoch: 475  >>> 
2023-09-21 16:23:35,530:	[Wall TIME] >>> ChiefCoach.train takes 2.601722 seconds ...
2023-09-21 16:23:35,584:	[Coach] >>> TRAIN @Epoch: 476  >>>  || LOSS Avg: 7.03311
2023-09-21 16:23:35,584:	[Coach] >>> VALID @Epoch: 476  >>> 
2023-09-21 16:23:35,584:	[Coach] >>> TEST  @Epoch: 476  >>> 
2023-09-21 16:23:38,169:	[Wall TIME] >>> ChiefCoach.train takes 2.584768 seconds ...
2023-09-21 16:23:38,223:	[Coach] >>> TRAIN @Epoch: 477  >>>  || LOSS Avg: 7.03895
2023-09-21 16:23:38,223:	[Coach] >>> VALID @Epoch: 477  >>> 
2023-09-21 16:23:38,223:	[Coach] >>> TEST  @Epoch: 477  >>> 
2023-09-21 16:23:40,862:	[Wall TIME] >>> ChiefCoach.train takes 2.639526 seconds ...
2023-09-21 16:23:40,921:	[Coach] >>> TRAIN @Epoch: 478  >>>  || LOSS Avg: 7.02246
2023-09-21 16:23:40,921:	[Coach] >>> VALID @Epoch: 478  >>> 
2023-09-21 16:23:40,921:	[Coach] >>> TEST  @Epoch: 478  >>> 
2023-09-21 16:23:43,678:	[Wall TIME] >>> ChiefCoach.train takes 2.756823 seconds ...
2023-09-21 16:23:43,743:	[Coach] >>> TRAIN @Epoch: 479  >>>  || LOSS Avg: 7.03255
2023-09-21 16:23:43,743:	[Coach] >>> VALID @Epoch: 479  >>> 
2023-09-21 16:23:43,743:	[Coach] >>> TEST  @Epoch: 479  >>> 
2023-09-21 16:23:46,365:	[Wall TIME] >>> ChiefCoach.train takes 2.622391 seconds ...
2023-09-21 16:23:48,107:	[Wall TIME] >>> ChiefCoach.valid takes 1.672176 seconds ...
2023-09-21 16:23:48,107:	[Coach] >>> TRAIN @Epoch: 480  >>>  || LOSS Avg: 7.03454
2023-09-21 16:23:48,107:	[Coach] >>> VALID @Epoch: 480  >>>  || HITRATE@1 Avg: 0.0128 || HITRATE@5 Avg: 0.0374 || HITRATE@10 Avg: 0.0589 || NDCG@5 Avg: 0.0251 || NDCG@10 Avg: 0.0320
2023-09-21 16:23:48,107:	[Coach] >>> TEST  @Epoch: 480  >>> 
2023-09-21 16:23:50,706:	[Wall TIME] >>> ChiefCoach.train takes 2.598486 seconds ...
2023-09-21 16:23:50,764:	[Coach] >>> TRAIN @Epoch: 481  >>>  || LOSS Avg: 7.02940
2023-09-21 16:23:50,764:	[Coach] >>> VALID @Epoch: 481  >>> 
2023-09-21 16:23:50,764:	[Coach] >>> TEST  @Epoch: 481  >>> 
2023-09-21 16:23:53,370:	[Wall TIME] >>> ChiefCoach.train takes 2.606281 seconds ...
2023-09-21 16:23:53,424:	[Coach] >>> TRAIN @Epoch: 482  >>>  || LOSS Avg: 7.02998
2023-09-21 16:23:53,424:	[Coach] >>> VALID @Epoch: 482  >>> 
2023-09-21 16:23:53,424:	[Coach] >>> TEST  @Epoch: 482  >>> 
2023-09-21 16:23:56,028:	[Wall TIME] >>> ChiefCoach.train takes 2.603531 seconds ...
2023-09-21 16:23:56,097:	[Coach] >>> TRAIN @Epoch: 483  >>>  || LOSS Avg: 7.04147
2023-09-21 16:23:56,097:	[Coach] >>> VALID @Epoch: 483  >>> 
2023-09-21 16:23:56,097:	[Coach] >>> TEST  @Epoch: 483  >>> 
2023-09-21 16:23:58,646:	[Wall TIME] >>> ChiefCoach.train takes 2.548303 seconds ...
2023-09-21 16:23:58,702:	[Coach] >>> TRAIN @Epoch: 484  >>>  || LOSS Avg: 7.03011
2023-09-21 16:23:58,702:	[Coach] >>> VALID @Epoch: 484  >>> 
2023-09-21 16:23:58,702:	[Coach] >>> TEST  @Epoch: 484  >>> 
2023-09-21 16:24:01,274:	[Wall TIME] >>> ChiefCoach.train takes 2.571594 seconds ...
2023-09-21 16:24:03,029:	[Wall TIME] >>> ChiefCoach.valid takes 1.701631 seconds ...
2023-09-21 16:24:03,029:	[Coach] >>> TRAIN @Epoch: 485  >>>  || LOSS Avg: 7.02550
2023-09-21 16:24:03,030:	[Coach] >>> VALID @Epoch: 485  >>>  || HITRATE@1 Avg: 0.0127 || HITRATE@5 Avg: 0.0367 || HITRATE@10 Avg: 0.0576 || NDCG@5 Avg: 0.0247 || NDCG@10 Avg: 0.0314
2023-09-21 16:24:03,030:	[Coach] >>> TEST  @Epoch: 485  >>> 
2023-09-21 16:24:05,654:	[Wall TIME] >>> ChiefCoach.train takes 2.624528 seconds ...
2023-09-21 16:24:05,714:	[Coach] >>> TRAIN @Epoch: 486  >>>  || LOSS Avg: 7.01956
2023-09-21 16:24:05,714:	[Coach] >>> VALID @Epoch: 486  >>> 
2023-09-21 16:24:05,714:	[Coach] >>> TEST  @Epoch: 486  >>> 
2023-09-21 16:24:08,306:	[Wall TIME] >>> ChiefCoach.train takes 2.591539 seconds ...
2023-09-21 16:24:08,360:	[Coach] >>> TRAIN @Epoch: 487  >>>  || LOSS Avg: 7.02500
2023-09-21 16:24:08,360:	[Coach] >>> VALID @Epoch: 487  >>> 
2023-09-21 16:24:08,360:	[Coach] >>> TEST  @Epoch: 487  >>> 
2023-09-21 16:24:11,104:	[Wall TIME] >>> ChiefCoach.train takes 2.743841 seconds ...
2023-09-21 16:24:11,159:	[Coach] >>> TRAIN @Epoch: 488  >>>  || LOSS Avg: 7.03601
2023-09-21 16:24:11,159:	[Coach] >>> VALID @Epoch: 488  >>> 
2023-09-21 16:24:11,159:	[Coach] >>> TEST  @Epoch: 488  >>> 
2023-09-21 16:24:13,806:	[Wall TIME] >>> ChiefCoach.train takes 2.646040 seconds ...
2023-09-21 16:24:13,862:	[Coach] >>> TRAIN @Epoch: 489  >>>  || LOSS Avg: 7.06062
2023-09-21 16:24:13,862:	[Coach] >>> VALID @Epoch: 489  >>> 
2023-09-21 16:24:13,862:	[Coach] >>> TEST  @Epoch: 489  >>> 
2023-09-21 16:24:16,489:	[Wall TIME] >>> ChiefCoach.train takes 2.626941 seconds ...
2023-09-21 16:24:18,216:	[Wall TIME] >>> ChiefCoach.valid takes 1.671088 seconds ...
2023-09-21 16:24:18,216:	[Coach] >>> TRAIN @Epoch: 490  >>>  || LOSS Avg: 7.02471
2023-09-21 16:24:18,216:	[Coach] >>> VALID @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0365 || HITRATE@10 Avg: 0.0581 || NDCG@5 Avg: 0.0243 || NDCG@10 Avg: 0.0312
2023-09-21 16:24:18,216:	[Coach] >>> TEST  @Epoch: 490  >>> 
2023-09-21 16:24:20,875:	[Wall TIME] >>> ChiefCoach.train takes 2.658655 seconds ...
2023-09-21 16:24:20,932:	[Coach] >>> TRAIN @Epoch: 491  >>>  || LOSS Avg: 7.01138
2023-09-21 16:24:20,932:	[Coach] >>> VALID @Epoch: 491  >>> 
2023-09-21 16:24:20,932:	[Coach] >>> TEST  @Epoch: 491  >>> 
2023-09-21 16:24:23,600:	[Wall TIME] >>> ChiefCoach.train takes 2.667980 seconds ...
2023-09-21 16:24:23,678:	[Coach] >>> TRAIN @Epoch: 492  >>>  || LOSS Avg: 7.03383
2023-09-21 16:24:23,679:	[Coach] >>> VALID @Epoch: 492  >>> 
2023-09-21 16:24:23,679:	[Coach] >>> TEST  @Epoch: 492  >>> 
2023-09-21 16:24:26,313:	[Wall TIME] >>> ChiefCoach.train takes 2.634405 seconds ...
2023-09-21 16:24:26,377:	[Coach] >>> TRAIN @Epoch: 493  >>>  || LOSS Avg: 7.02124
2023-09-21 16:24:26,378:	[Coach] >>> VALID @Epoch: 493  >>> 
2023-09-21 16:24:26,378:	[Coach] >>> TEST  @Epoch: 493  >>> 
2023-09-21 16:24:28,970:	[Wall TIME] >>> ChiefCoach.train takes 2.591633 seconds ...
2023-09-21 16:24:29,028:	[Coach] >>> TRAIN @Epoch: 494  >>>  || LOSS Avg: 7.04377
2023-09-21 16:24:29,029:	[Coach] >>> VALID @Epoch: 494  >>> 
2023-09-21 16:24:29,029:	[Coach] >>> TEST  @Epoch: 494  >>> 
2023-09-21 16:24:31,661:	[Wall TIME] >>> ChiefCoach.train takes 2.631793 seconds ...
2023-09-21 16:24:33,410:	[Wall TIME] >>> ChiefCoach.valid takes 1.693726 seconds ...
2023-09-21 16:24:33,411:	[Coach] >>> TRAIN @Epoch: 495  >>>  || LOSS Avg: 7.04417
2023-09-21 16:24:33,411:	[Coach] >>> VALID @Epoch: 495  >>>  || HITRATE@1 Avg: 0.0118 || HITRATE@5 Avg: 0.0356 || HITRATE@10 Avg: 0.0560 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0304
2023-09-21 16:24:33,411:	[Coach] >>> TEST  @Epoch: 495  >>> 
2023-09-21 16:24:36,019:	[Wall TIME] >>> ChiefCoach.train takes 2.608410 seconds ...
2023-09-21 16:24:36,075:	[Coach] >>> TRAIN @Epoch: 496  >>>  || LOSS Avg: 7.04922
2023-09-21 16:24:36,075:	[Coach] >>> VALID @Epoch: 496  >>> 
2023-09-21 16:24:36,075:	[Coach] >>> TEST  @Epoch: 496  >>> 
2023-09-21 16:24:38,765:	[Wall TIME] >>> ChiefCoach.train takes 2.690104 seconds ...
2023-09-21 16:24:38,830:	[Coach] >>> TRAIN @Epoch: 497  >>>  || LOSS Avg: 7.02868
2023-09-21 16:24:38,831:	[Coach] >>> VALID @Epoch: 497  >>> 
2023-09-21 16:24:38,831:	[Coach] >>> TEST  @Epoch: 497  >>> 
2023-09-21 16:24:41,513:	[Wall TIME] >>> ChiefCoach.train takes 2.681895 seconds ...
2023-09-21 16:24:41,574:	[Coach] >>> TRAIN @Epoch: 498  >>>  || LOSS Avg: 7.01810
2023-09-21 16:24:41,575:	[Coach] >>> VALID @Epoch: 498  >>> 
2023-09-21 16:24:41,575:	[Coach] >>> TEST  @Epoch: 498  >>> 
2023-09-21 16:24:44,194:	[Wall TIME] >>> ChiefCoach.train takes 2.619496 seconds ...
2023-09-21 16:24:44,252:	[Coach] >>> TRAIN @Epoch: 499  >>>  || LOSS Avg: 7.01640
2023-09-21 16:24:44,252:	[Coach] >>> VALID @Epoch: 499  >>> 
2023-09-21 16:24:44,252:	[Coach] >>> TEST  @Epoch: 499  >>> 
2023-09-21 16:24:46,943:	[Wall TIME] >>> ChiefCoach.train takes 2.691232 seconds ...
2023-09-21 16:24:48,630:	[Wall TIME] >>> ChiefCoach.valid takes 1.667879 seconds ...
2023-09-21 16:24:50,480:	[Wall TIME] >>> ChiefCoach.test takes 1.849497 seconds ...
2023-09-21 16:24:50,481:	[Coach] >>> TRAIN @Epoch: 500  >>>  || LOSS Avg: 7.01697
2023-09-21 16:24:50,481:	[Coach] >>> VALID @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0376 || HITRATE@10 Avg: 0.0567 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0307
2023-09-21 16:24:50,481:	[Coach] >>> TEST  @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0081 || HITRATE@5 Avg: 0.0261 || HITRATE@10 Avg: 0.0421 || NDCG@5 Avg: 0.0172 || NDCG@10 Avg: 0.0223
2023-09-21 16:24:52,062:	   Prefix      Metric      Best  @Epoch
0   train        LOSS  7.011384     490
1   valid   HITRATE@1  0.014064     185
2   valid   HITRATE@5  0.039728     255
3   valid  HITRATE@10  0.059262     255
4   valid      NDCG@5  0.026756     290
5   valid     NDCG@10  0.032995     290
6    test   HITRATE@1  0.008054       0
7    test   HITRATE@5  0.026145       0
8    test  HITRATE@10  0.042072       0
9    test      NDCG@5  0.017182       0
10   test     NDCG@10  0.022262       0
2023-09-21 16:24:52,062:	[LoG_PaTH] >>> ./logs/Tools-5/AmazonTools_550_Chron/0-0921155918
2023-09-21 16:24:52,201:	[Wall TIME] >>> Coach.summary takes 1.719791 seconds ...
2023-09-21 16:24:52,201:	[Coach] >>> Load best model @Epoch 290  
2023-09-21 16:24:53,858:	[Wall TIME] >>> ChiefCoach.valid takes 1.644874 seconds ...
2023-09-21 16:24:55,726:	[Wall TIME] >>> ChiefCoach.test takes 1.867691 seconds ...
2023-09-21 16:24:55,726:	[Coach] >>> TRAIN @Epoch: 290  >>> 
2023-09-21 16:24:55,726:	[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0133 || HITRATE@5 Avg: 0.0397 || HITRATE@10 Avg: 0.0591 || NDCG@5 Avg: 0.0268 || NDCG@10 Avg: 0.0330
2023-09-21 16:24:55,727:	[Coach] >>> TEST  @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0087 || HITRATE@5 Avg: 0.0276 || HITRATE@10 Avg: 0.0445 || NDCG@5 Avg: 0.0181 || NDCG@10 Avg: 0.0236
2023-09-21 16:24:55,738:	[Wall TIME] >>> Coach.fit takes 1529.352588 seconds ...
