2023-09-21 13:27:26,323:	========================================================================
2023-09-21 13:27:26,323:	========================================================================
2023-09-21 13:27:26,323:	========================================================================
2023-09-21 13:27:26,323:	[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True
2023-09-21 13:27:26,323:	[Seed] >>> Set seed: 0
2023-09-21 13:27:26,324:	[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: Beauty-5] 
[root: ../../data] 
[dataset: AmazonBeauty_550_Chron] 
[config: configs/AmazonBeauty_550_Chron.yaml] 
[ranking: full] 
[device: 0] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.95] 
[weight_decay: 0.1] 
[lr: 0.0005] 
[batch_size: 256] 
[epochs: 500] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0921132722] 
[maxlen: 50] 
[maxlen4graph: 50] 
[num_heads: 4] 
[num_blocks: 2] 
[hidden_size: 64] 
[dropout_rate: 0.2] 
[mask_prob: 0.5] 
[decay_step: 25] 
[decay_factor: 1.0] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/Beauty-5/AmazonBeauty_550_Chron/0] 
[LOG_PATH: ./logs/Beauty-5/AmazonBeauty_550_Chron/0-0921132722] 

2023-09-21 13:27:26,325:	[Wall TIME] >>> Parser.compile takes 0.010360 seconds ...
2023-09-21 13:27:26,341:	[AmazonBeauty_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.User,FieldTags.ID]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.Item,FieldTags.ID]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Dense,FieldTags.Timestamp]
2023-09-21 13:27:26,539:	+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |      Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| 22363  | 12101  | 8.876358270357287 |     198502    | 153776 | 22363  | 22363 | 0.0007335227064174272 |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
2023-09-21 13:27:26,539:	[Wall TIME] >>> RecDataSet.compile takes 0.213634 seconds ...
2023-09-21 13:27:26,706:	[Wall TIME] >>> SeqValidYielder.prepare takes 0.093291 seconds ...
2023-09-21 13:27:26,896:	[Wall TIME] >>> SeqTestYielder.prepare takes 0.189641 seconds ...
2023-09-21 13:27:30,630:	[Coach] >>> Set best meter: NDCG@10 
2023-09-21 13:27:30,630:	[Wall TIME] >>> Coach.compile takes 0.000720 seconds ...
2023-09-21 13:27:34,226:	[Wall TIME] >>> ChiefCoach.valid takes 3.565949 seconds ...
2023-09-21 13:27:34,226:	[Coach] >>> Better ***NDCG@10*** of ***0.0004*** 
2023-09-21 13:27:34,244:	[Coach] >>> TRAIN @Epoch: 0    >>> 
2023-09-21 13:27:34,244:	[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0002 || HITRATE@5 Avg: 0.0005 || HITRATE@10 Avg: 0.0008 || NDCG@5 Avg: 0.0004 || NDCG@10 Avg: 0.0004
2023-09-21 13:27:34,244:	[Coach] >>> TEST  @Epoch: 0    >>> 
2023-09-21 13:27:39,891:	[Wall TIME] >>> ChiefCoach.train takes 5.647135 seconds ...
2023-09-21 13:27:39,958:	[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 9.34648
2023-09-21 13:27:39,958:	[Coach] >>> VALID @Epoch: 1    >>> 
2023-09-21 13:27:39,958:	[Coach] >>> TEST  @Epoch: 1    >>> 
2023-09-21 13:27:45,979:	[Wall TIME] >>> ChiefCoach.train takes 6.020649 seconds ...
2023-09-21 13:27:46,100:	[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 9.12002
2023-09-21 13:27:46,100:	[Coach] >>> VALID @Epoch: 2    >>> 
2023-09-21 13:27:46,100:	[Coach] >>> TEST  @Epoch: 2    >>> 
2023-09-21 13:27:52,204:	[Wall TIME] >>> ChiefCoach.train takes 6.103997 seconds ...
2023-09-21 13:27:52,268:	[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 8.88867
2023-09-21 13:27:52,268:	[Coach] >>> VALID @Epoch: 3    >>> 
2023-09-21 13:27:52,268:	[Coach] >>> TEST  @Epoch: 3    >>> 
2023-09-21 13:27:58,278:	[Wall TIME] >>> ChiefCoach.train takes 6.009619 seconds ...
2023-09-21 13:27:58,344:	[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 8.73800
2023-09-21 13:27:58,344:	[Coach] >>> VALID @Epoch: 4    >>> 
2023-09-21 13:27:58,345:	[Coach] >>> TEST  @Epoch: 4    >>> 
2023-09-21 13:28:04,548:	[Wall TIME] >>> ChiefCoach.train takes 6.203476 seconds ...
2023-09-21 13:28:08,527:	[Wall TIME] >>> ChiefCoach.valid takes 3.915921 seconds ...
2023-09-21 13:28:08,607:	[Coach] >>> Better ***NDCG@10*** of ***0.0111*** 
2023-09-21 13:28:08,636:	[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 8.63782
2023-09-21 13:28:08,636:	[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0027 || HITRATE@5 Avg: 0.0117 || HITRATE@10 Avg: 0.0243 || NDCG@5 Avg: 0.0071 || NDCG@10 Avg: 0.0111
2023-09-21 13:28:08,637:	[Coach] >>> TEST  @Epoch: 5    >>> 
2023-09-21 13:28:14,527:	[Wall TIME] >>> ChiefCoach.train takes 5.890701 seconds ...
2023-09-21 13:28:14,593:	[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 8.56372
2023-09-21 13:28:14,594:	[Coach] >>> VALID @Epoch: 6    >>> 
2023-09-21 13:28:14,594:	[Coach] >>> TEST  @Epoch: 6    >>> 
2023-09-21 13:28:20,668:	[Wall TIME] >>> ChiefCoach.train takes 6.074005 seconds ...
2023-09-21 13:28:20,754:	[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 8.48698
2023-09-21 13:28:20,754:	[Coach] >>> VALID @Epoch: 7    >>> 
2023-09-21 13:28:20,754:	[Coach] >>> TEST  @Epoch: 7    >>> 
2023-09-21 13:28:26,778:	[Wall TIME] >>> ChiefCoach.train takes 6.023192 seconds ...
2023-09-21 13:28:26,843:	[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 8.43219
2023-09-21 13:28:26,843:	[Coach] >>> VALID @Epoch: 8    >>> 
2023-09-21 13:28:26,843:	[Coach] >>> TEST  @Epoch: 8    >>> 
2023-09-21 13:28:32,839:	[Wall TIME] >>> ChiefCoach.train takes 5.995516 seconds ...
2023-09-21 13:28:32,901:	[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 8.35748
2023-09-21 13:28:32,901:	[Coach] >>> VALID @Epoch: 9    >>> 
2023-09-21 13:28:32,901:	[Coach] >>> TEST  @Epoch: 9    >>> 
2023-09-21 13:28:38,982:	[Wall TIME] >>> ChiefCoach.train takes 6.080770 seconds ...
2023-09-21 13:28:42,859:	[Wall TIME] >>> ChiefCoach.valid takes 3.802466 seconds ...
2023-09-21 13:28:42,860:	[Coach] >>> Better ***NDCG@10*** of ***0.0171*** 
2023-09-21 13:28:42,880:	[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 8.32006
2023-09-21 13:28:42,880:	[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0052 || HITRATE@5 Avg: 0.0195 || HITRATE@10 Avg: 0.0344 || NDCG@5 Avg: 0.0123 || NDCG@10 Avg: 0.0171
2023-09-21 13:28:42,880:	[Coach] >>> TEST  @Epoch: 10   >>> 
2023-09-21 13:28:48,592:	[Wall TIME] >>> ChiefCoach.train takes 5.712382 seconds ...
2023-09-21 13:28:48,656:	[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 8.28536
2023-09-21 13:28:48,657:	[Coach] >>> VALID @Epoch: 11   >>> 
2023-09-21 13:28:48,657:	[Coach] >>> TEST  @Epoch: 11   >>> 
2023-09-21 13:28:54,885:	[Wall TIME] >>> ChiefCoach.train takes 6.228353 seconds ...
2023-09-21 13:28:55,160:	[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 8.21258
2023-09-21 13:28:55,160:	[Coach] >>> VALID @Epoch: 12   >>> 
2023-09-21 13:28:55,160:	[Coach] >>> TEST  @Epoch: 12   >>> 
2023-09-21 13:29:01,210:	[Wall TIME] >>> ChiefCoach.train takes 6.050029 seconds ...
2023-09-21 13:29:01,271:	[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 8.22911
2023-09-21 13:29:01,271:	[Coach] >>> VALID @Epoch: 13   >>> 
2023-09-21 13:29:01,272:	[Coach] >>> TEST  @Epoch: 13   >>> 
2023-09-21 13:29:07,393:	[Wall TIME] >>> ChiefCoach.train takes 6.121009 seconds ...
2023-09-21 13:29:07,611:	[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 8.20045
2023-09-21 13:29:07,611:	[Coach] >>> VALID @Epoch: 14   >>> 
2023-09-21 13:29:07,612:	[Coach] >>> TEST  @Epoch: 14   >>> 
2023-09-21 13:29:13,680:	[Wall TIME] >>> ChiefCoach.train takes 6.068766 seconds ...
2023-09-21 13:29:17,502:	[Wall TIME] >>> ChiefCoach.valid takes 3.756153 seconds ...
2023-09-21 13:29:17,502:	[Coach] >>> Better ***NDCG@10*** of ***0.0199*** 
2023-09-21 13:29:17,524:	[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 8.16981
2023-09-21 13:29:17,525:	[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0056 || HITRATE@5 Avg: 0.0238 || HITRATE@10 Avg: 0.0399 || NDCG@5 Avg: 0.0147 || NDCG@10 Avg: 0.0199
2023-09-21 13:29:17,525:	[Coach] >>> TEST  @Epoch: 15   >>> 
2023-09-21 13:29:23,367:	[Wall TIME] >>> ChiefCoach.train takes 5.841800 seconds ...
2023-09-21 13:29:23,428:	[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 8.11297
2023-09-21 13:29:23,428:	[Coach] >>> VALID @Epoch: 16   >>> 
2023-09-21 13:29:23,429:	[Coach] >>> TEST  @Epoch: 16   >>> 
2023-09-21 13:29:29,511:	[Wall TIME] >>> ChiefCoach.train takes 6.082745 seconds ...
2023-09-21 13:29:29,585:	[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 8.11727
2023-09-21 13:29:29,585:	[Coach] >>> VALID @Epoch: 17   >>> 
2023-09-21 13:29:29,585:	[Coach] >>> TEST  @Epoch: 17   >>> 
2023-09-21 13:29:35,826:	[Wall TIME] >>> ChiefCoach.train takes 6.240455 seconds ...
2023-09-21 13:29:35,887:	[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 8.09871
2023-09-21 13:29:35,887:	[Coach] >>> VALID @Epoch: 18   >>> 
2023-09-21 13:29:35,887:	[Coach] >>> TEST  @Epoch: 18   >>> 
2023-09-21 13:29:42,105:	[Wall TIME] >>> ChiefCoach.train takes 6.217877 seconds ...
2023-09-21 13:29:42,172:	[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 8.03890
2023-09-21 13:29:42,172:	[Coach] >>> VALID @Epoch: 19   >>> 
2023-09-21 13:29:42,172:	[Coach] >>> TEST  @Epoch: 19   >>> 
2023-09-21 13:29:48,412:	[Wall TIME] >>> ChiefCoach.train takes 6.239449 seconds ...
2023-09-21 13:29:52,428:	[Wall TIME] >>> ChiefCoach.valid takes 3.954744 seconds ...
2023-09-21 13:29:52,428:	[Coach] >>> Better ***NDCG@10*** of ***0.0224*** 
2023-09-21 13:29:52,449:	[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 8.04970
2023-09-21 13:29:52,449:	[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0067 || HITRATE@5 Avg: 0.0273 || HITRATE@10 Avg: 0.0450 || NDCG@5 Avg: 0.0168 || NDCG@10 Avg: 0.0224
2023-09-21 13:29:52,450:	[Coach] >>> TEST  @Epoch: 20   >>> 
2023-09-21 13:29:58,305:	[Wall TIME] >>> ChiefCoach.train takes 5.854953 seconds ...
2023-09-21 13:29:58,416:	[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 8.00116
2023-09-21 13:29:58,416:	[Coach] >>> VALID @Epoch: 21   >>> 
2023-09-21 13:29:58,416:	[Coach] >>> TEST  @Epoch: 21   >>> 
2023-09-21 13:30:04,670:	[Wall TIME] >>> ChiefCoach.train takes 6.253517 seconds ...
2023-09-21 13:30:04,736:	[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 7.99431
2023-09-21 13:30:04,736:	[Coach] >>> VALID @Epoch: 22   >>> 
2023-09-21 13:30:04,736:	[Coach] >>> TEST  @Epoch: 22   >>> 
2023-09-21 13:30:10,902:	[Wall TIME] >>> ChiefCoach.train takes 6.166101 seconds ...
2023-09-21 13:30:10,967:	[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 7.96761
2023-09-21 13:30:10,967:	[Coach] >>> VALID @Epoch: 23   >>> 
2023-09-21 13:30:10,967:	[Coach] >>> TEST  @Epoch: 23   >>> 
2023-09-21 13:30:17,186:	[Wall TIME] >>> ChiefCoach.train takes 6.218874 seconds ...
2023-09-21 13:30:17,259:	[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 7.96948
2023-09-21 13:30:17,259:	[Coach] >>> VALID @Epoch: 24   >>> 
2023-09-21 13:30:17,259:	[Coach] >>> TEST  @Epoch: 24   >>> 
2023-09-21 13:30:23,542:	[Wall TIME] >>> ChiefCoach.train takes 6.282690 seconds ...
2023-09-21 13:30:27,776:	[Wall TIME] >>> ChiefCoach.valid takes 4.006827 seconds ...
2023-09-21 13:30:27,776:	[Coach] >>> Better ***NDCG@10*** of ***0.0253*** 
2023-09-21 13:30:27,796:	[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 7.93116
2023-09-21 13:30:27,796:	[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0074 || HITRATE@5 Avg: 0.0312 || HITRATE@10 Avg: 0.0500 || NDCG@5 Avg: 0.0193 || NDCG@10 Avg: 0.0253
2023-09-21 13:30:27,796:	[Coach] >>> TEST  @Epoch: 25   >>> 
2023-09-21 13:30:33,524:	[Wall TIME] >>> ChiefCoach.train takes 5.727802 seconds ...
2023-09-21 13:30:33,589:	[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 7.95313
2023-09-21 13:30:33,589:	[Coach] >>> VALID @Epoch: 26   >>> 
2023-09-21 13:30:33,589:	[Coach] >>> TEST  @Epoch: 26   >>> 
2023-09-21 13:30:39,782:	[Wall TIME] >>> ChiefCoach.train takes 6.192591 seconds ...
2023-09-21 13:30:39,845:	[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 7.93464
2023-09-21 13:30:39,845:	[Coach] >>> VALID @Epoch: 27   >>> 
2023-09-21 13:30:39,845:	[Coach] >>> TEST  @Epoch: 27   >>> 
2023-09-21 13:30:46,043:	[Wall TIME] >>> ChiefCoach.train takes 6.197861 seconds ...
2023-09-21 13:30:46,107:	[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 7.90501
2023-09-21 13:30:46,107:	[Coach] >>> VALID @Epoch: 28   >>> 
2023-09-21 13:30:46,107:	[Coach] >>> TEST  @Epoch: 28   >>> 
2023-09-21 13:30:52,328:	[Wall TIME] >>> ChiefCoach.train takes 6.220937 seconds ...
2023-09-21 13:30:52,392:	[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 7.88127
2023-09-21 13:30:52,393:	[Coach] >>> VALID @Epoch: 29   >>> 
2023-09-21 13:30:52,393:	[Coach] >>> TEST  @Epoch: 29   >>> 
2023-09-21 13:30:58,668:	[Wall TIME] >>> ChiefCoach.train takes 6.275038 seconds ...
2023-09-21 13:31:02,715:	[Wall TIME] >>> ChiefCoach.valid takes 3.983073 seconds ...
2023-09-21 13:31:02,715:	[Coach] >>> Better ***NDCG@10*** of ***0.0278*** 
2023-09-21 13:31:02,733:	[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 7.87423
2023-09-21 13:31:02,733:	[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0085 || HITRATE@5 Avg: 0.0337 || HITRATE@10 Avg: 0.0550 || NDCG@5 Avg: 0.0210 || NDCG@10 Avg: 0.0278
2023-09-21 13:31:02,733:	[Coach] >>> TEST  @Epoch: 30   >>> 
2023-09-21 13:31:08,358:	[Wall TIME] >>> ChiefCoach.train takes 5.624880 seconds ...
2023-09-21 13:31:08,420:	[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 7.87266
2023-09-21 13:31:08,420:	[Coach] >>> VALID @Epoch: 31   >>> 
2023-09-21 13:31:08,420:	[Coach] >>> TEST  @Epoch: 31   >>> 
2023-09-21 13:31:14,615:	[Wall TIME] >>> ChiefCoach.train takes 6.194416 seconds ...
2023-09-21 13:31:14,684:	[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 7.84575
2023-09-21 13:31:14,684:	[Coach] >>> VALID @Epoch: 32   >>> 
2023-09-21 13:31:14,684:	[Coach] >>> TEST  @Epoch: 32   >>> 
2023-09-21 13:31:20,821:	[Wall TIME] >>> ChiefCoach.train takes 6.135984 seconds ...
2023-09-21 13:31:20,882:	[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 7.84326
2023-09-21 13:31:20,882:	[Coach] >>> VALID @Epoch: 33   >>> 
2023-09-21 13:31:20,882:	[Coach] >>> TEST  @Epoch: 33   >>> 
2023-09-21 13:31:27,210:	[Wall TIME] >>> ChiefCoach.train takes 6.327702 seconds ...
2023-09-21 13:31:27,276:	[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 7.80816
2023-09-21 13:31:27,277:	[Coach] >>> VALID @Epoch: 34   >>> 
2023-09-21 13:31:27,277:	[Coach] >>> TEST  @Epoch: 34   >>> 
2023-09-21 13:31:33,514:	[Wall TIME] >>> ChiefCoach.train takes 6.237532 seconds ...
2023-09-21 13:31:37,867:	[Wall TIME] >>> ChiefCoach.valid takes 4.288517 seconds ...
2023-09-21 13:31:37,868:	[Coach] >>> Better ***NDCG@10*** of ***0.0303*** 
2023-09-21 13:31:37,889:	[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 7.80651
2023-09-21 13:31:37,889:	[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0089 || HITRATE@5 Avg: 0.0370 || HITRATE@10 Avg: 0.0604 || NDCG@5 Avg: 0.0228 || NDCG@10 Avg: 0.0303
2023-09-21 13:31:37,889:	[Coach] >>> TEST  @Epoch: 35   >>> 
2023-09-21 13:31:43,248:	[Wall TIME] >>> ChiefCoach.train takes 5.358989 seconds ...
2023-09-21 13:31:43,310:	[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 7.81682
2023-09-21 13:31:43,310:	[Coach] >>> VALID @Epoch: 36   >>> 
2023-09-21 13:31:43,310:	[Coach] >>> TEST  @Epoch: 36   >>> 
2023-09-21 13:31:49,557:	[Wall TIME] >>> ChiefCoach.train takes 6.246564 seconds ...
2023-09-21 13:31:49,623:	[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 7.77489
2023-09-21 13:31:49,624:	[Coach] >>> VALID @Epoch: 37   >>> 
2023-09-21 13:31:49,624:	[Coach] >>> TEST  @Epoch: 37   >>> 
2023-09-21 13:31:55,817:	[Wall TIME] >>> ChiefCoach.train takes 6.192802 seconds ...
2023-09-21 13:31:55,880:	[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 7.77035
2023-09-21 13:31:55,880:	[Coach] >>> VALID @Epoch: 38   >>> 
2023-09-21 13:31:55,880:	[Coach] >>> TEST  @Epoch: 38   >>> 
2023-09-21 13:32:02,032:	[Wall TIME] >>> ChiefCoach.train takes 6.151389 seconds ...
2023-09-21 13:32:02,106:	[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 7.73252
2023-09-21 13:32:02,106:	[Coach] >>> VALID @Epoch: 39   >>> 
2023-09-21 13:32:02,106:	[Coach] >>> TEST  @Epoch: 39   >>> 
2023-09-21 13:32:08,366:	[Wall TIME] >>> ChiefCoach.train takes 6.259264 seconds ...
2023-09-21 13:32:12,876:	[Wall TIME] >>> ChiefCoach.valid takes 4.443096 seconds ...
2023-09-21 13:32:12,876:	[Coach] >>> Better ***NDCG@10*** of ***0.0341*** 
2023-09-21 13:32:12,896:	[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 7.73004
2023-09-21 13:32:12,896:	[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0408 || HITRATE@10 Avg: 0.0643 || NDCG@5 Avg: 0.0265 || NDCG@10 Avg: 0.0341
2023-09-21 13:32:12,896:	[Coach] >>> TEST  @Epoch: 40   >>> 
2023-09-21 13:32:18,359:	[Wall TIME] >>> ChiefCoach.train takes 5.462783 seconds ...
2023-09-21 13:32:18,428:	[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 7.73355
2023-09-21 13:32:18,428:	[Coach] >>> VALID @Epoch: 41   >>> 
2023-09-21 13:32:18,429:	[Coach] >>> TEST  @Epoch: 41   >>> 
2023-09-21 13:32:24,695:	[Wall TIME] >>> ChiefCoach.train takes 6.265777 seconds ...
2023-09-21 13:32:24,758:	[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 7.70569
2023-09-21 13:32:24,758:	[Coach] >>> VALID @Epoch: 42   >>> 
2023-09-21 13:32:24,758:	[Coach] >>> TEST  @Epoch: 42   >>> 
2023-09-21 13:32:31,017:	[Wall TIME] >>> ChiefCoach.train takes 6.259197 seconds ...
2023-09-21 13:32:31,082:	[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 7.73107
2023-09-21 13:32:31,082:	[Coach] >>> VALID @Epoch: 43   >>> 
2023-09-21 13:32:31,082:	[Coach] >>> TEST  @Epoch: 43   >>> 
2023-09-21 13:32:37,137:	[Wall TIME] >>> ChiefCoach.train takes 6.054597 seconds ...
2023-09-21 13:32:37,201:	[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 7.68357
2023-09-21 13:32:37,201:	[Coach] >>> VALID @Epoch: 44   >>> 
2023-09-21 13:32:37,201:	[Coach] >>> TEST  @Epoch: 44   >>> 
2023-09-21 13:32:43,334:	[Wall TIME] >>> ChiefCoach.train takes 6.132497 seconds ...
2023-09-21 13:32:47,805:	[Wall TIME] >>> ChiefCoach.valid takes 4.409273 seconds ...
2023-09-21 13:32:47,805:	[Coach] >>> Better ***NDCG@10*** of ***0.0355*** 
2023-09-21 13:32:47,828:	[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 7.69499
2023-09-21 13:32:47,828:	[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0433 || HITRATE@10 Avg: 0.0673 || NDCG@5 Avg: 0.0277 || NDCG@10 Avg: 0.0355
2023-09-21 13:32:47,828:	[Coach] >>> TEST  @Epoch: 45   >>> 
2023-09-21 13:32:53,313:	[Wall TIME] >>> ChiefCoach.train takes 5.484869 seconds ...
2023-09-21 13:32:53,382:	[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 7.67941
2023-09-21 13:32:53,382:	[Coach] >>> VALID @Epoch: 46   >>> 
2023-09-21 13:32:53,382:	[Coach] >>> TEST  @Epoch: 46   >>> 
2023-09-21 13:32:59,693:	[Wall TIME] >>> ChiefCoach.train takes 6.310545 seconds ...
2023-09-21 13:32:59,757:	[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 7.65726
2023-09-21 13:32:59,757:	[Coach] >>> VALID @Epoch: 47   >>> 
2023-09-21 13:32:59,757:	[Coach] >>> TEST  @Epoch: 47   >>> 
2023-09-21 13:33:05,923:	[Wall TIME] >>> ChiefCoach.train takes 6.166249 seconds ...
2023-09-21 13:33:05,990:	[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 7.65305
2023-09-21 13:33:05,990:	[Coach] >>> VALID @Epoch: 48   >>> 
2023-09-21 13:33:05,990:	[Coach] >>> TEST  @Epoch: 48   >>> 
2023-09-21 13:33:12,161:	[Wall TIME] >>> ChiefCoach.train takes 6.170797 seconds ...
2023-09-21 13:33:12,234:	[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 7.65650
2023-09-21 13:33:12,234:	[Coach] >>> VALID @Epoch: 49   >>> 
2023-09-21 13:33:12,235:	[Coach] >>> TEST  @Epoch: 49   >>> 
2023-09-21 13:33:18,366:	[Wall TIME] >>> ChiefCoach.train takes 6.131285 seconds ...
2023-09-21 13:33:22,894:	[Wall TIME] >>> ChiefCoach.valid takes 4.466114 seconds ...
2023-09-21 13:33:22,894:	[Coach] >>> Better ***NDCG@10*** of ***0.0373*** 
2023-09-21 13:33:22,914:	[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 7.64601
2023-09-21 13:33:22,914:	[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0132 || HITRATE@5 Avg: 0.0459 || HITRATE@10 Avg: 0.0702 || NDCG@5 Avg: 0.0295 || NDCG@10 Avg: 0.0373
2023-09-21 13:33:22,914:	[Coach] >>> TEST  @Epoch: 50   >>> 
2023-09-21 13:33:28,115:	[Wall TIME] >>> ChiefCoach.train takes 5.200514 seconds ...
2023-09-21 13:33:28,177:	[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 7.63130
2023-09-21 13:33:28,177:	[Coach] >>> VALID @Epoch: 51   >>> 
2023-09-21 13:33:28,177:	[Coach] >>> TEST  @Epoch: 51   >>> 
2023-09-21 13:33:34,332:	[Wall TIME] >>> ChiefCoach.train takes 6.155133 seconds ...
2023-09-21 13:33:34,416:	[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 7.61134
2023-09-21 13:33:34,416:	[Coach] >>> VALID @Epoch: 52   >>> 
2023-09-21 13:33:34,416:	[Coach] >>> TEST  @Epoch: 52   >>> 
2023-09-21 13:33:40,657:	[Wall TIME] >>> ChiefCoach.train takes 6.240296 seconds ...
2023-09-21 13:33:40,729:	[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 7.60421
2023-09-21 13:33:40,729:	[Coach] >>> VALID @Epoch: 53   >>> 
2023-09-21 13:33:40,729:	[Coach] >>> TEST  @Epoch: 53   >>> 
2023-09-21 13:33:47,030:	[Wall TIME] >>> ChiefCoach.train takes 6.301229 seconds ...
2023-09-21 13:33:47,093:	[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 7.63737
2023-09-21 13:33:47,093:	[Coach] >>> VALID @Epoch: 54   >>> 
2023-09-21 13:33:47,093:	[Coach] >>> TEST  @Epoch: 54   >>> 
2023-09-21 13:33:53,173:	[Wall TIME] >>> ChiefCoach.train takes 6.079445 seconds ...
2023-09-21 13:33:57,763:	[Wall TIME] >>> ChiefCoach.valid takes 4.363221 seconds ...
2023-09-21 13:33:57,763:	[Coach] >>> Better ***NDCG@10*** of ***0.0391*** 
2023-09-21 13:33:57,783:	[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 7.57341
2023-09-21 13:33:57,784:	[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0135 || HITRATE@5 Avg: 0.0475 || HITRATE@10 Avg: 0.0743 || NDCG@5 Avg: 0.0305 || NDCG@10 Avg: 0.0391
2023-09-21 13:33:57,784:	[Coach] >>> TEST  @Epoch: 55   >>> 
2023-09-21 13:34:03,069:	[Wall TIME] >>> ChiefCoach.train takes 5.284828 seconds ...
2023-09-21 13:34:03,142:	[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 7.58908
2023-09-21 13:34:03,142:	[Coach] >>> VALID @Epoch: 56   >>> 
2023-09-21 13:34:03,142:	[Coach] >>> TEST  @Epoch: 56   >>> 
2023-09-21 13:34:09,516:	[Wall TIME] >>> ChiefCoach.train takes 6.374143 seconds ...
2023-09-21 13:34:09,626:	[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 7.54229
2023-09-21 13:34:09,626:	[Coach] >>> VALID @Epoch: 57   >>> 
2023-09-21 13:34:09,626:	[Coach] >>> TEST  @Epoch: 57   >>> 
2023-09-21 13:34:15,944:	[Wall TIME] >>> ChiefCoach.train takes 6.317376 seconds ...
2023-09-21 13:34:16,019:	[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 7.55960
2023-09-21 13:34:16,019:	[Coach] >>> VALID @Epoch: 58   >>> 
2023-09-21 13:34:16,019:	[Coach] >>> TEST  @Epoch: 58   >>> 
2023-09-21 13:34:22,274:	[Wall TIME] >>> ChiefCoach.train takes 6.254782 seconds ...
2023-09-21 13:34:22,355:	[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 7.55126
2023-09-21 13:34:22,355:	[Coach] >>> VALID @Epoch: 59   >>> 
2023-09-21 13:34:22,355:	[Coach] >>> TEST  @Epoch: 59   >>> 
2023-09-21 13:34:28,624:	[Wall TIME] >>> ChiefCoach.train takes 6.268262 seconds ...
2023-09-21 13:34:33,084:	[Wall TIME] >>> ChiefCoach.valid takes 4.389031 seconds ...
2023-09-21 13:34:33,085:	[Coach] >>> Better ***NDCG@10*** of ***0.0407*** 
2023-09-21 13:34:33,104:	[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 7.56540
2023-09-21 13:34:33,105:	[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0145 || HITRATE@5 Avg: 0.0496 || HITRATE@10 Avg: 0.0762 || NDCG@5 Avg: 0.0322 || NDCG@10 Avg: 0.0407
2023-09-21 13:34:33,105:	[Coach] >>> TEST  @Epoch: 60   >>> 
2023-09-21 13:34:38,479:	[Wall TIME] >>> ChiefCoach.train takes 5.374043 seconds ...
2023-09-21 13:34:38,555:	[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 7.53625
2023-09-21 13:34:38,555:	[Coach] >>> VALID @Epoch: 61   >>> 
2023-09-21 13:34:38,555:	[Coach] >>> TEST  @Epoch: 61   >>> 
2023-09-21 13:34:44,791:	[Wall TIME] >>> ChiefCoach.train takes 6.236175 seconds ...
2023-09-21 13:34:44,854:	[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 7.53859
2023-09-21 13:34:44,854:	[Coach] >>> VALID @Epoch: 62   >>> 
2023-09-21 13:34:44,854:	[Coach] >>> TEST  @Epoch: 62   >>> 
2023-09-21 13:34:50,984:	[Wall TIME] >>> ChiefCoach.train takes 6.129774 seconds ...
2023-09-21 13:34:51,053:	[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 7.51712
2023-09-21 13:34:51,053:	[Coach] >>> VALID @Epoch: 63   >>> 
2023-09-21 13:34:51,054:	[Coach] >>> TEST  @Epoch: 63   >>> 
2023-09-21 13:34:57,315:	[Wall TIME] >>> ChiefCoach.train takes 6.261607 seconds ...
2023-09-21 13:34:57,395:	[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 7.49382
2023-09-21 13:34:57,395:	[Coach] >>> VALID @Epoch: 64   >>> 
2023-09-21 13:34:57,395:	[Coach] >>> TEST  @Epoch: 64   >>> 
2023-09-21 13:35:03,539:	[Wall TIME] >>> ChiefCoach.train takes 6.143756 seconds ...
2023-09-21 13:35:08,087:	[Wall TIME] >>> ChiefCoach.valid takes 4.460000 seconds ...
2023-09-21 13:35:08,087:	[Coach] >>> Better ***NDCG@10*** of ***0.0418*** 
2023-09-21 13:35:08,107:	[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 7.51762
2023-09-21 13:35:08,107:	[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0147 || HITRATE@5 Avg: 0.0507 || HITRATE@10 Avg: 0.0784 || NDCG@5 Avg: 0.0329 || NDCG@10 Avg: 0.0418
2023-09-21 13:35:08,107:	[Coach] >>> TEST  @Epoch: 65   >>> 
2023-09-21 13:35:13,340:	[Wall TIME] >>> ChiefCoach.train takes 5.232926 seconds ...
2023-09-21 13:35:13,406:	[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 7.48072
2023-09-21 13:35:13,406:	[Coach] >>> VALID @Epoch: 66   >>> 
2023-09-21 13:35:13,406:	[Coach] >>> TEST  @Epoch: 66   >>> 
2023-09-21 13:35:19,533:	[Wall TIME] >>> ChiefCoach.train takes 6.126090 seconds ...
2023-09-21 13:35:19,642:	[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 7.47881
2023-09-21 13:35:19,643:	[Coach] >>> VALID @Epoch: 67   >>> 
2023-09-21 13:35:19,644:	[Coach] >>> TEST  @Epoch: 67   >>> 
2023-09-21 13:35:25,836:	[Wall TIME] >>> ChiefCoach.train takes 6.191520 seconds ...
2023-09-21 13:35:25,905:	[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 7.45935
2023-09-21 13:35:25,905:	[Coach] >>> VALID @Epoch: 68   >>> 
2023-09-21 13:35:25,905:	[Coach] >>> TEST  @Epoch: 68   >>> 
2023-09-21 13:35:31,885:	[Wall TIME] >>> ChiefCoach.train takes 5.979338 seconds ...
2023-09-21 13:35:31,966:	[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 7.43901
2023-09-21 13:35:31,966:	[Coach] >>> VALID @Epoch: 69   >>> 
2023-09-21 13:35:31,966:	[Coach] >>> TEST  @Epoch: 69   >>> 
2023-09-21 13:35:38,254:	[Wall TIME] >>> ChiefCoach.train takes 6.288491 seconds ...
2023-09-21 13:35:42,975:	[Wall TIME] >>> ChiefCoach.valid takes 4.658554 seconds ...
2023-09-21 13:35:42,975:	[Coach] >>> Better ***NDCG@10*** of ***0.0433*** 
2023-09-21 13:35:42,997:	[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 7.43951
2023-09-21 13:35:42,997:	[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0154 || HITRATE@5 Avg: 0.0520 || HITRATE@10 Avg: 0.0813 || NDCG@5 Avg: 0.0339 || NDCG@10 Avg: 0.0433
2023-09-21 13:35:42,997:	[Coach] >>> TEST  @Epoch: 70   >>> 
2023-09-21 13:35:48,307:	[Wall TIME] >>> ChiefCoach.train takes 5.309585 seconds ...
2023-09-21 13:35:48,374:	[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 7.42661
2023-09-21 13:35:48,374:	[Coach] >>> VALID @Epoch: 71   >>> 
2023-09-21 13:35:48,374:	[Coach] >>> TEST  @Epoch: 71   >>> 
2023-09-21 13:35:54,524:	[Wall TIME] >>> ChiefCoach.train takes 6.149571 seconds ...
2023-09-21 13:35:54,585:	[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 7.42665
2023-09-21 13:35:54,585:	[Coach] >>> VALID @Epoch: 72   >>> 
2023-09-21 13:35:54,585:	[Coach] >>> TEST  @Epoch: 72   >>> 
2023-09-21 13:36:00,706:	[Wall TIME] >>> ChiefCoach.train takes 6.120984 seconds ...
2023-09-21 13:36:00,781:	[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 7.43048
2023-09-21 13:36:00,781:	[Coach] >>> VALID @Epoch: 73   >>> 
2023-09-21 13:36:00,782:	[Coach] >>> TEST  @Epoch: 73   >>> 
2023-09-21 13:36:06,990:	[Wall TIME] >>> ChiefCoach.train takes 6.208157 seconds ...
2023-09-21 13:36:07,054:	[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 7.40241
2023-09-21 13:36:07,054:	[Coach] >>> VALID @Epoch: 74   >>> 
2023-09-21 13:36:07,054:	[Coach] >>> TEST  @Epoch: 74   >>> 
2023-09-21 13:36:13,267:	[Wall TIME] >>> ChiefCoach.train takes 6.212808 seconds ...
2023-09-21 13:36:17,903:	[Wall TIME] >>> ChiefCoach.valid takes 4.568069 seconds ...
2023-09-21 13:36:17,903:	[Coach] >>> Better ***NDCG@10*** of ***0.0439*** 
2023-09-21 13:36:17,928:	[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 7.42014
2023-09-21 13:36:17,928:	[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0156 || HITRATE@5 Avg: 0.0532 || HITRATE@10 Avg: 0.0820 || NDCG@5 Avg: 0.0346 || NDCG@10 Avg: 0.0439
2023-09-21 13:36:17,928:	[Coach] >>> TEST  @Epoch: 75   >>> 
2023-09-21 13:36:23,279:	[Wall TIME] >>> ChiefCoach.train takes 5.350489 seconds ...
2023-09-21 13:36:23,344:	[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 7.37287
2023-09-21 13:36:23,344:	[Coach] >>> VALID @Epoch: 76   >>> 
2023-09-21 13:36:23,344:	[Coach] >>> TEST  @Epoch: 76   >>> 
2023-09-21 13:36:29,621:	[Wall TIME] >>> ChiefCoach.train takes 6.276624 seconds ...
2023-09-21 13:36:29,693:	[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 7.40966
2023-09-21 13:36:29,693:	[Coach] >>> VALID @Epoch: 77   >>> 
2023-09-21 13:36:29,693:	[Coach] >>> TEST  @Epoch: 77   >>> 
2023-09-21 13:36:35,809:	[Wall TIME] >>> ChiefCoach.train takes 6.115688 seconds ...
2023-09-21 13:36:35,879:	[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 7.38721
2023-09-21 13:36:35,879:	[Coach] >>> VALID @Epoch: 78   >>> 
2023-09-21 13:36:35,879:	[Coach] >>> TEST  @Epoch: 78   >>> 
2023-09-21 13:36:42,171:	[Wall TIME] >>> ChiefCoach.train takes 6.291360 seconds ...
2023-09-21 13:36:42,234:	[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 7.38319
2023-09-21 13:36:42,235:	[Coach] >>> VALID @Epoch: 79   >>> 
2023-09-21 13:36:42,235:	[Coach] >>> TEST  @Epoch: 79   >>> 
2023-09-21 13:36:48,552:	[Wall TIME] >>> ChiefCoach.train takes 6.317554 seconds ...
2023-09-21 13:36:53,072:	[Wall TIME] >>> ChiefCoach.valid takes 4.449454 seconds ...
2023-09-21 13:36:53,072:	[Coach] >>> Better ***NDCG@10*** of ***0.0462*** 
2023-09-21 13:36:53,091:	[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 7.36499
2023-09-21 13:36:53,091:	[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0180 || HITRATE@5 Avg: 0.0550 || HITRATE@10 Avg: 0.0849 || NDCG@5 Avg: 0.0366 || NDCG@10 Avg: 0.0462
2023-09-21 13:36:53,091:	[Coach] >>> TEST  @Epoch: 80   >>> 
2023-09-21 13:36:58,395:	[Wall TIME] >>> ChiefCoach.train takes 5.303403 seconds ...
2023-09-21 13:36:58,457:	[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 7.36473
2023-09-21 13:36:58,457:	[Coach] >>> VALID @Epoch: 81   >>> 
2023-09-21 13:36:58,457:	[Coach] >>> TEST  @Epoch: 81   >>> 
2023-09-21 13:37:04,772:	[Wall TIME] >>> ChiefCoach.train takes 6.314896 seconds ...
2023-09-21 13:37:04,854:	[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 7.35895
2023-09-21 13:37:04,854:	[Coach] >>> VALID @Epoch: 82   >>> 
2023-09-21 13:37:04,854:	[Coach] >>> TEST  @Epoch: 82   >>> 
2023-09-21 13:37:11,083:	[Wall TIME] >>> ChiefCoach.train takes 6.228718 seconds ...
2023-09-21 13:37:11,145:	[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 7.35253
2023-09-21 13:37:11,146:	[Coach] >>> VALID @Epoch: 83   >>> 
2023-09-21 13:37:11,146:	[Coach] >>> TEST  @Epoch: 83   >>> 
2023-09-21 13:37:17,438:	[Wall TIME] >>> ChiefCoach.train takes 6.291980 seconds ...
2023-09-21 13:37:17,507:	[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 7.35037
2023-09-21 13:37:17,508:	[Coach] >>> VALID @Epoch: 84   >>> 
2023-09-21 13:37:17,508:	[Coach] >>> TEST  @Epoch: 84   >>> 
2023-09-21 13:37:23,692:	[Wall TIME] >>> ChiefCoach.train takes 6.184082 seconds ...
2023-09-21 13:37:28,171:	[Wall TIME] >>> ChiefCoach.valid takes 4.403473 seconds ...
2023-09-21 13:37:28,171:	[Coach] >>> Better ***NDCG@10*** of ***0.0465*** 
2023-09-21 13:37:28,190:	[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 7.34570
2023-09-21 13:37:28,190:	[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0177 || HITRATE@5 Avg: 0.0566 || HITRATE@10 Avg: 0.0859 || NDCG@5 Avg: 0.0371 || NDCG@10 Avg: 0.0465
2023-09-21 13:37:28,190:	[Coach] >>> TEST  @Epoch: 85   >>> 
2023-09-21 13:37:33,652:	[Wall TIME] >>> ChiefCoach.train takes 5.461511 seconds ...
2023-09-21 13:37:33,716:	[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 7.32641
2023-09-21 13:37:33,716:	[Coach] >>> VALID @Epoch: 86   >>> 
2023-09-21 13:37:33,716:	[Coach] >>> TEST  @Epoch: 86   >>> 
2023-09-21 13:37:39,999:	[Wall TIME] >>> ChiefCoach.train takes 6.282402 seconds ...
2023-09-21 13:37:40,066:	[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 7.33591
2023-09-21 13:37:40,066:	[Coach] >>> VALID @Epoch: 87   >>> 
2023-09-21 13:37:40,066:	[Coach] >>> TEST  @Epoch: 87   >>> 
2023-09-21 13:37:46,403:	[Wall TIME] >>> ChiefCoach.train takes 6.336135 seconds ...
2023-09-21 13:37:46,467:	[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 7.31192
2023-09-21 13:37:46,467:	[Coach] >>> VALID @Epoch: 88   >>> 
2023-09-21 13:37:46,467:	[Coach] >>> TEST  @Epoch: 88   >>> 
2023-09-21 13:37:52,605:	[Wall TIME] >>> ChiefCoach.train takes 6.138411 seconds ...
2023-09-21 13:37:52,667:	[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 7.31235
2023-09-21 13:37:52,667:	[Coach] >>> VALID @Epoch: 89   >>> 
2023-09-21 13:37:52,667:	[Coach] >>> TEST  @Epoch: 89   >>> 
2023-09-21 13:37:58,692:	[Wall TIME] >>> ChiefCoach.train takes 6.025173 seconds ...
2023-09-21 13:38:03,188:	[Wall TIME] >>> ChiefCoach.valid takes 4.431439 seconds ...
2023-09-21 13:38:03,188:	[Coach] >>> Better ***NDCG@10*** of ***0.0469*** 
2023-09-21 13:38:03,209:	[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 7.32096
2023-09-21 13:38:03,210:	[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0172 || HITRATE@5 Avg: 0.0576 || HITRATE@10 Avg: 0.0873 || NDCG@5 Avg: 0.0374 || NDCG@10 Avg: 0.0469
2023-09-21 13:38:03,210:	[Coach] >>> TEST  @Epoch: 90   >>> 
2023-09-21 13:38:08,293:	[Wall TIME] >>> ChiefCoach.train takes 5.083452 seconds ...
2023-09-21 13:38:08,356:	[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 7.27235
2023-09-21 13:38:08,356:	[Coach] >>> VALID @Epoch: 91   >>> 
2023-09-21 13:38:08,356:	[Coach] >>> TEST  @Epoch: 91   >>> 
2023-09-21 13:38:14,587:	[Wall TIME] >>> ChiefCoach.train takes 6.231130 seconds ...
2023-09-21 13:38:14,704:	[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 7.31105
2023-09-21 13:38:14,704:	[Coach] >>> VALID @Epoch: 92   >>> 
2023-09-21 13:38:14,704:	[Coach] >>> TEST  @Epoch: 92   >>> 
2023-09-21 13:38:21,074:	[Wall TIME] >>> ChiefCoach.train takes 6.369613 seconds ...
2023-09-21 13:38:21,135:	[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 7.27168
2023-09-21 13:38:21,135:	[Coach] >>> VALID @Epoch: 93   >>> 
2023-09-21 13:38:21,136:	[Coach] >>> TEST  @Epoch: 93   >>> 
2023-09-21 13:38:27,185:	[Wall TIME] >>> ChiefCoach.train takes 6.049578 seconds ...
2023-09-21 13:38:27,248:	[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 7.27108
2023-09-21 13:38:27,248:	[Coach] >>> VALID @Epoch: 94   >>> 
2023-09-21 13:38:27,248:	[Coach] >>> TEST  @Epoch: 94   >>> 
2023-09-21 13:38:33,501:	[Wall TIME] >>> ChiefCoach.train takes 6.252580 seconds ...
2023-09-21 13:38:37,949:	[Wall TIME] >>> ChiefCoach.valid takes 4.378573 seconds ...
2023-09-21 13:38:37,950:	[Coach] >>> Better ***NDCG@10*** of ***0.0481*** 
2023-09-21 13:38:37,979:	[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 7.27460
2023-09-21 13:38:37,980:	[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0187 || HITRATE@5 Avg: 0.0580 || HITRATE@10 Avg: 0.0872 || NDCG@5 Avg: 0.0387 || NDCG@10 Avg: 0.0481
2023-09-21 13:38:37,980:	[Coach] >>> TEST  @Epoch: 95   >>> 
2023-09-21 13:38:43,192:	[Wall TIME] >>> ChiefCoach.train takes 5.212212 seconds ...
2023-09-21 13:38:43,255:	[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 7.27767
2023-09-21 13:38:43,255:	[Coach] >>> VALID @Epoch: 96   >>> 
2023-09-21 13:38:43,255:	[Coach] >>> TEST  @Epoch: 96   >>> 
2023-09-21 13:38:49,521:	[Wall TIME] >>> ChiefCoach.train takes 6.265518 seconds ...
2023-09-21 13:38:49,586:	[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 7.23334
2023-09-21 13:38:49,586:	[Coach] >>> VALID @Epoch: 97   >>> 
2023-09-21 13:38:49,586:	[Coach] >>> TEST  @Epoch: 97   >>> 
2023-09-21 13:38:55,752:	[Wall TIME] >>> ChiefCoach.train takes 6.165868 seconds ...
2023-09-21 13:38:55,819:	[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 7.21946
2023-09-21 13:38:55,819:	[Coach] >>> VALID @Epoch: 98   >>> 
2023-09-21 13:38:55,819:	[Coach] >>> TEST  @Epoch: 98   >>> 
2023-09-21 13:39:01,964:	[Wall TIME] >>> ChiefCoach.train takes 6.144850 seconds ...
2023-09-21 13:39:02,034:	[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 7.23084
2023-09-21 13:39:02,034:	[Coach] >>> VALID @Epoch: 99   >>> 
2023-09-21 13:39:02,035:	[Coach] >>> TEST  @Epoch: 99   >>> 
2023-09-21 13:39:08,332:	[Wall TIME] >>> ChiefCoach.train takes 6.297513 seconds ...
2023-09-21 13:39:13,167:	[Wall TIME] >>> ChiefCoach.valid takes 4.773314 seconds ...
2023-09-21 13:39:13,167:	[Coach] >>> Better ***NDCG@10*** of ***0.0495*** 
2023-09-21 13:39:13,188:	[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 7.24669
2023-09-21 13:39:13,188:	[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0191 || HITRATE@5 Avg: 0.0597 || HITRATE@10 Avg: 0.0911 || NDCG@5 Avg: 0.0394 || NDCG@10 Avg: 0.0495
2023-09-21 13:39:13,188:	[Coach] >>> TEST  @Epoch: 100  >>> 
2023-09-21 13:39:18,337:	[Wall TIME] >>> ChiefCoach.train takes 5.148827 seconds ...
2023-09-21 13:39:18,423:	[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 7.21448
2023-09-21 13:39:18,423:	[Coach] >>> VALID @Epoch: 101  >>> 
2023-09-21 13:39:18,423:	[Coach] >>> TEST  @Epoch: 101  >>> 
2023-09-21 13:39:24,569:	[Wall TIME] >>> ChiefCoach.train takes 6.145029 seconds ...
2023-09-21 13:39:24,634:	[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 7.19762
2023-09-21 13:39:24,634:	[Coach] >>> VALID @Epoch: 102  >>> 
2023-09-21 13:39:24,634:	[Coach] >>> TEST  @Epoch: 102  >>> 
2023-09-21 13:39:30,825:	[Wall TIME] >>> ChiefCoach.train takes 6.190410 seconds ...
2023-09-21 13:39:30,887:	[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 7.23102
2023-09-21 13:39:30,888:	[Coach] >>> VALID @Epoch: 103  >>> 
2023-09-21 13:39:30,888:	[Coach] >>> TEST  @Epoch: 103  >>> 
2023-09-21 13:39:36,869:	[Wall TIME] >>> ChiefCoach.train takes 5.981317 seconds ...
2023-09-21 13:39:36,933:	[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 7.21071
2023-09-21 13:39:36,934:	[Coach] >>> VALID @Epoch: 104  >>> 
2023-09-21 13:39:36,934:	[Coach] >>> TEST  @Epoch: 104  >>> 
2023-09-21 13:39:43,023:	[Wall TIME] >>> ChiefCoach.train takes 6.089373 seconds ...
2023-09-21 13:39:48,003:	[Wall TIME] >>> ChiefCoach.valid takes 4.917907 seconds ...
2023-09-21 13:39:48,003:	[Coach] >>> Better ***NDCG@10*** of ***0.0508*** 
2023-09-21 13:39:48,024:	[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 7.18746
2023-09-21 13:39:48,024:	[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0194 || HITRATE@5 Avg: 0.0618 || HITRATE@10 Avg: 0.0927 || NDCG@5 Avg: 0.0408 || NDCG@10 Avg: 0.0508
2023-09-21 13:39:48,024:	[Coach] >>> TEST  @Epoch: 105  >>> 
2023-09-21 13:39:53,278:	[Wall TIME] >>> ChiefCoach.train takes 5.253407 seconds ...
2023-09-21 13:39:53,358:	[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 7.22532
2023-09-21 13:39:53,358:	[Coach] >>> VALID @Epoch: 106  >>> 
2023-09-21 13:39:53,359:	[Coach] >>> TEST  @Epoch: 106  >>> 
2023-09-21 13:39:59,525:	[Wall TIME] >>> ChiefCoach.train takes 6.166651 seconds ...
2023-09-21 13:39:59,589:	[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 7.20044
2023-09-21 13:39:59,590:	[Coach] >>> VALID @Epoch: 107  >>> 
2023-09-21 13:39:59,590:	[Coach] >>> TEST  @Epoch: 107  >>> 
2023-09-21 13:40:05,873:	[Wall TIME] >>> ChiefCoach.train takes 6.283391 seconds ...
2023-09-21 13:40:05,943:	[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 7.19821
2023-09-21 13:40:05,943:	[Coach] >>> VALID @Epoch: 108  >>> 
2023-09-21 13:40:05,943:	[Coach] >>> TEST  @Epoch: 108  >>> 
2023-09-21 13:40:12,025:	[Wall TIME] >>> ChiefCoach.train takes 6.081027 seconds ...
2023-09-21 13:40:12,101:	[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 7.18778
2023-09-21 13:40:12,101:	[Coach] >>> VALID @Epoch: 109  >>> 
2023-09-21 13:40:12,101:	[Coach] >>> TEST  @Epoch: 109  >>> 
2023-09-21 13:40:18,426:	[Wall TIME] >>> ChiefCoach.train takes 6.324728 seconds ...
2023-09-21 13:40:23,229:	[Wall TIME] >>> ChiefCoach.valid takes 4.738906 seconds ...
2023-09-21 13:40:23,230:	[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 7.18050
2023-09-21 13:40:23,230:	[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0185 || HITRATE@5 Avg: 0.0616 || HITRATE@10 Avg: 0.0940 || NDCG@5 Avg: 0.0403 || NDCG@10 Avg: 0.0507
2023-09-21 13:40:23,230:	[Coach] >>> TEST  @Epoch: 110  >>> 
2023-09-21 13:40:28,243:	[Wall TIME] >>> ChiefCoach.train takes 5.012938 seconds ...
2023-09-21 13:40:28,316:	[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 7.18966
2023-09-21 13:40:28,316:	[Coach] >>> VALID @Epoch: 111  >>> 
2023-09-21 13:40:28,317:	[Coach] >>> TEST  @Epoch: 111  >>> 
2023-09-21 13:40:34,519:	[Wall TIME] >>> ChiefCoach.train takes 6.202545 seconds ...
2023-09-21 13:40:34,592:	[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 7.18911
2023-09-21 13:40:34,592:	[Coach] >>> VALID @Epoch: 112  >>> 
2023-09-21 13:40:34,592:	[Coach] >>> TEST  @Epoch: 112  >>> 
2023-09-21 13:40:40,827:	[Wall TIME] >>> ChiefCoach.train takes 6.234727 seconds ...
2023-09-21 13:40:40,912:	[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 7.17853
2023-09-21 13:40:40,912:	[Coach] >>> VALID @Epoch: 113  >>> 
2023-09-21 13:40:40,913:	[Coach] >>> TEST  @Epoch: 113  >>> 
2023-09-21 13:40:47,018:	[Wall TIME] >>> ChiefCoach.train takes 6.105271 seconds ...
2023-09-21 13:40:47,207:	[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 7.15317
2023-09-21 13:40:47,207:	[Coach] >>> VALID @Epoch: 114  >>> 
2023-09-21 13:40:47,207:	[Coach] >>> TEST  @Epoch: 114  >>> 
2023-09-21 13:40:53,496:	[Wall TIME] >>> ChiefCoach.train takes 6.289265 seconds ...
2023-09-21 13:40:58,129:	[Wall TIME] >>> ChiefCoach.valid takes 4.554645 seconds ...
2023-09-21 13:40:58,130:	[Coach] >>> Better ***NDCG@10*** of ***0.0515*** 
2023-09-21 13:40:58,149:	[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 7.13753
2023-09-21 13:40:58,149:	[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0206 || HITRATE@5 Avg: 0.0630 || HITRATE@10 Avg: 0.0935 || NDCG@5 Avg: 0.0417 || NDCG@10 Avg: 0.0515
2023-09-21 13:40:58,149:	[Coach] >>> TEST  @Epoch: 115  >>> 
2023-09-21 13:41:03,265:	[Wall TIME] >>> ChiefCoach.train takes 5.115505 seconds ...
2023-09-21 13:41:03,329:	[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 7.14772
2023-09-21 13:41:03,330:	[Coach] >>> VALID @Epoch: 116  >>> 
2023-09-21 13:41:03,330:	[Coach] >>> TEST  @Epoch: 116  >>> 
2023-09-21 13:41:09,614:	[Wall TIME] >>> ChiefCoach.train takes 6.284360 seconds ...
2023-09-21 13:41:09,676:	[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 7.12351
2023-09-21 13:41:09,676:	[Coach] >>> VALID @Epoch: 117  >>> 
2023-09-21 13:41:09,677:	[Coach] >>> TEST  @Epoch: 117  >>> 
2023-09-21 13:41:15,935:	[Wall TIME] >>> ChiefCoach.train takes 6.258499 seconds ...
2023-09-21 13:41:16,010:	[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 7.14875
2023-09-21 13:41:16,010:	[Coach] >>> VALID @Epoch: 118  >>> 
2023-09-21 13:41:16,010:	[Coach] >>> TEST  @Epoch: 118  >>> 
2023-09-21 13:41:22,248:	[Wall TIME] >>> ChiefCoach.train takes 6.237277 seconds ...
2023-09-21 13:41:22,310:	[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 7.14711
2023-09-21 13:41:22,310:	[Coach] >>> VALID @Epoch: 119  >>> 
2023-09-21 13:41:22,310:	[Coach] >>> TEST  @Epoch: 119  >>> 
2023-09-21 13:41:28,464:	[Wall TIME] >>> ChiefCoach.train takes 6.154028 seconds ...
2023-09-21 13:41:33,131:	[Wall TIME] >>> ChiefCoach.valid takes 4.590098 seconds ...
2023-09-21 13:41:33,131:	[Coach] >>> Better ***NDCG@10*** of ***0.0517*** 
2023-09-21 13:41:33,151:	[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 7.14324
2023-09-21 13:41:33,151:	[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0197 || HITRATE@5 Avg: 0.0624 || HITRATE@10 Avg: 0.0948 || NDCG@5 Avg: 0.0412 || NDCG@10 Avg: 0.0517
2023-09-21 13:41:33,151:	[Coach] >>> TEST  @Epoch: 120  >>> 
2023-09-21 13:41:37,842:	[Wall TIME] >>> ChiefCoach.train takes 4.690412 seconds ...
2023-09-21 13:41:37,912:	[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 7.13687
2023-09-21 13:41:37,913:	[Coach] >>> VALID @Epoch: 121  >>> 
2023-09-21 13:41:37,913:	[Coach] >>> TEST  @Epoch: 121  >>> 
2023-09-21 13:41:44,291:	[Wall TIME] >>> ChiefCoach.train takes 6.378293 seconds ...
2023-09-21 13:41:44,653:	[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 7.10090
2023-09-21 13:41:44,653:	[Coach] >>> VALID @Epoch: 122  >>> 
2023-09-21 13:41:44,653:	[Coach] >>> TEST  @Epoch: 122  >>> 
2023-09-21 13:41:50,797:	[Wall TIME] >>> ChiefCoach.train takes 6.144293 seconds ...
2023-09-21 13:41:50,882:	[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 7.13465
2023-09-21 13:41:50,882:	[Coach] >>> VALID @Epoch: 123  >>> 
2023-09-21 13:41:50,882:	[Coach] >>> TEST  @Epoch: 123  >>> 
2023-09-21 13:41:57,212:	[Wall TIME] >>> ChiefCoach.train takes 6.329747 seconds ...
2023-09-21 13:41:57,276:	[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 7.09702
2023-09-21 13:41:57,276:	[Coach] >>> VALID @Epoch: 124  >>> 
2023-09-21 13:41:57,277:	[Coach] >>> TEST  @Epoch: 124  >>> 
2023-09-21 13:42:03,416:	[Wall TIME] >>> ChiefCoach.train takes 6.138925 seconds ...
2023-09-21 13:42:08,411:	[Wall TIME] >>> ChiefCoach.valid takes 4.934612 seconds ...
2023-09-21 13:42:08,412:	[Coach] >>> Better ***NDCG@10*** of ***0.0532*** 
2023-09-21 13:42:08,435:	[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 7.10591
2023-09-21 13:42:08,435:	[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0207 || HITRATE@5 Avg: 0.0649 || HITRATE@10 Avg: 0.0966 || NDCG@5 Avg: 0.0430 || NDCG@10 Avg: 0.0532
2023-09-21 13:42:08,435:	[Coach] >>> TEST  @Epoch: 125  >>> 
2023-09-21 13:42:13,540:	[Wall TIME] >>> ChiefCoach.train takes 5.104730 seconds ...
2023-09-21 13:42:13,608:	[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 7.12426
2023-09-21 13:42:13,609:	[Coach] >>> VALID @Epoch: 126  >>> 
2023-09-21 13:42:13,609:	[Coach] >>> TEST  @Epoch: 126  >>> 
2023-09-21 13:42:19,969:	[Wall TIME] >>> ChiefCoach.train takes 6.360173 seconds ...
2023-09-21 13:42:20,037:	[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 7.06790
2023-09-21 13:42:20,038:	[Coach] >>> VALID @Epoch: 127  >>> 
2023-09-21 13:42:20,038:	[Coach] >>> TEST  @Epoch: 127  >>> 
2023-09-21 13:42:26,345:	[Wall TIME] >>> ChiefCoach.train takes 6.307214 seconds ...
2023-09-21 13:42:26,417:	[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 7.06543
2023-09-21 13:42:26,417:	[Coach] >>> VALID @Epoch: 128  >>> 
2023-09-21 13:42:26,417:	[Coach] >>> TEST  @Epoch: 128  >>> 
2023-09-21 13:42:32,577:	[Wall TIME] >>> ChiefCoach.train takes 6.159805 seconds ...
2023-09-21 13:42:32,654:	[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 7.08925
2023-09-21 13:42:32,654:	[Coach] >>> VALID @Epoch: 129  >>> 
2023-09-21 13:42:32,654:	[Coach] >>> TEST  @Epoch: 129  >>> 
2023-09-21 13:42:38,848:	[Wall TIME] >>> ChiefCoach.train takes 6.194265 seconds ...
2023-09-21 13:42:43,432:	[Wall TIME] >>> ChiefCoach.valid takes 4.515492 seconds ...
2023-09-21 13:42:43,433:	[Coach] >>> Better ***NDCG@10*** of ***0.0533*** 
2023-09-21 13:42:43,451:	[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 7.09473
2023-09-21 13:42:43,451:	[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0200 || HITRATE@5 Avg: 0.0647 || HITRATE@10 Avg: 0.0985 || NDCG@5 Avg: 0.0425 || NDCG@10 Avg: 0.0533
2023-09-21 13:42:43,451:	[Coach] >>> TEST  @Epoch: 130  >>> 
2023-09-21 13:42:48,501:	[Wall TIME] >>> ChiefCoach.train takes 5.049539 seconds ...
2023-09-21 13:42:48,579:	[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 7.06545
2023-09-21 13:42:48,580:	[Coach] >>> VALID @Epoch: 131  >>> 
2023-09-21 13:42:48,580:	[Coach] >>> TEST  @Epoch: 131  >>> 
2023-09-21 13:42:54,824:	[Wall TIME] >>> ChiefCoach.train takes 6.244663 seconds ...
2023-09-21 13:42:54,889:	[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 7.06591
2023-09-21 13:42:54,889:	[Coach] >>> VALID @Epoch: 132  >>> 
2023-09-21 13:42:54,889:	[Coach] >>> TEST  @Epoch: 132  >>> 
2023-09-21 13:43:01,174:	[Wall TIME] >>> ChiefCoach.train takes 6.284232 seconds ...
2023-09-21 13:43:01,238:	[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 7.08714
2023-09-21 13:43:01,238:	[Coach] >>> VALID @Epoch: 133  >>> 
2023-09-21 13:43:01,238:	[Coach] >>> TEST  @Epoch: 133  >>> 
2023-09-21 13:43:07,436:	[Wall TIME] >>> ChiefCoach.train takes 6.197201 seconds ...
2023-09-21 13:43:07,510:	[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 7.06025
2023-09-21 13:43:07,511:	[Coach] >>> VALID @Epoch: 134  >>> 
2023-09-21 13:43:07,511:	[Coach] >>> TEST  @Epoch: 134  >>> 
2023-09-21 13:43:13,658:	[Wall TIME] >>> ChiefCoach.train takes 6.147017 seconds ...
2023-09-21 13:43:18,339:	[Wall TIME] >>> ChiefCoach.valid takes 4.601482 seconds ...
2023-09-21 13:43:18,339:	[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 7.07253
2023-09-21 13:43:18,339:	[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0209 || HITRATE@5 Avg: 0.0638 || HITRATE@10 Avg: 0.0973 || NDCG@5 Avg: 0.0424 || NDCG@10 Avg: 0.0532
2023-09-21 13:43:18,340:	[Coach] >>> TEST  @Epoch: 135  >>> 
2023-09-21 13:43:22,973:	[Wall TIME] >>> ChiefCoach.train takes 4.633066 seconds ...
2023-09-21 13:43:23,037:	[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 7.06933
2023-09-21 13:43:23,037:	[Coach] >>> VALID @Epoch: 136  >>> 
2023-09-21 13:43:23,037:	[Coach] >>> TEST  @Epoch: 136  >>> 
2023-09-21 13:43:29,334:	[Wall TIME] >>> ChiefCoach.train takes 6.296723 seconds ...
2023-09-21 13:43:29,402:	[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 7.03069
2023-09-21 13:43:29,403:	[Coach] >>> VALID @Epoch: 137  >>> 
2023-09-21 13:43:29,403:	[Coach] >>> TEST  @Epoch: 137  >>> 
2023-09-21 13:43:35,603:	[Wall TIME] >>> ChiefCoach.train takes 6.200198 seconds ...
2023-09-21 13:43:35,681:	[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 7.01799
2023-09-21 13:43:35,681:	[Coach] >>> VALID @Epoch: 138  >>> 
2023-09-21 13:43:35,681:	[Coach] >>> TEST  @Epoch: 138  >>> 
2023-09-21 13:43:41,905:	[Wall TIME] >>> ChiefCoach.train takes 6.223716 seconds ...
2023-09-21 13:43:41,973:	[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 7.01680
2023-09-21 13:43:41,974:	[Coach] >>> VALID @Epoch: 139  >>> 
2023-09-21 13:43:41,974:	[Coach] >>> TEST  @Epoch: 139  >>> 
2023-09-21 13:43:48,255:	[Wall TIME] >>> ChiefCoach.train takes 6.281258 seconds ...
2023-09-21 13:43:53,344:	[Wall TIME] >>> ChiefCoach.valid takes 5.021160 seconds ...
2023-09-21 13:43:53,344:	[Coach] >>> Better ***NDCG@10*** of ***0.0544*** 
2023-09-21 13:43:53,364:	[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 7.03476
2023-09-21 13:43:53,365:	[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0207 || HITRATE@5 Avg: 0.0661 || HITRATE@10 Avg: 0.0997 || NDCG@5 Avg: 0.0437 || NDCG@10 Avg: 0.0544
2023-09-21 13:43:53,365:	[Coach] >>> TEST  @Epoch: 140  >>> 
2023-09-21 13:43:58,178:	[Wall TIME] >>> ChiefCoach.train takes 4.812976 seconds ...
2023-09-21 13:43:58,263:	[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 7.03487
2023-09-21 13:43:58,264:	[Coach] >>> VALID @Epoch: 141  >>> 
2023-09-21 13:43:58,264:	[Coach] >>> TEST  @Epoch: 141  >>> 
2023-09-21 13:44:04,495:	[Wall TIME] >>> ChiefCoach.train takes 6.230766 seconds ...
2023-09-21 13:44:04,560:	[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 6.99052
2023-09-21 13:44:04,561:	[Coach] >>> VALID @Epoch: 142  >>> 
2023-09-21 13:44:04,561:	[Coach] >>> TEST  @Epoch: 142  >>> 
2023-09-21 13:44:10,779:	[Wall TIME] >>> ChiefCoach.train takes 6.218472 seconds ...
2023-09-21 13:44:10,846:	[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 7.01101
2023-09-21 13:44:10,846:	[Coach] >>> VALID @Epoch: 143  >>> 
2023-09-21 13:44:10,846:	[Coach] >>> TEST  @Epoch: 143  >>> 
2023-09-21 13:44:16,972:	[Wall TIME] >>> ChiefCoach.train takes 6.125811 seconds ...
2023-09-21 13:44:17,034:	[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 7.02974
2023-09-21 13:44:17,034:	[Coach] >>> VALID @Epoch: 144  >>> 
2023-09-21 13:44:17,034:	[Coach] >>> TEST  @Epoch: 144  >>> 
2023-09-21 13:44:23,257:	[Wall TIME] >>> ChiefCoach.train takes 6.223069 seconds ...
2023-09-21 13:44:28,378:	[Wall TIME] >>> ChiefCoach.valid takes 5.055889 seconds ...
2023-09-21 13:44:28,378:	[Coach] >>> Better ***NDCG@10*** of ***0.0549*** 
2023-09-21 13:44:28,397:	[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 7.02070
2023-09-21 13:44:28,397:	[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0213 || HITRATE@5 Avg: 0.0682 || HITRATE@10 Avg: 0.0980 || NDCG@5 Avg: 0.0453 || NDCG@10 Avg: 0.0549
2023-09-21 13:44:28,397:	[Coach] >>> TEST  @Epoch: 145  >>> 
2023-09-21 13:44:33,093:	[Wall TIME] >>> ChiefCoach.train takes 4.695828 seconds ...
2023-09-21 13:44:33,164:	[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 7.01657
2023-09-21 13:44:33,164:	[Coach] >>> VALID @Epoch: 146  >>> 
2023-09-21 13:44:33,164:	[Coach] >>> TEST  @Epoch: 146  >>> 
2023-09-21 13:44:39,315:	[Wall TIME] >>> ChiefCoach.train takes 6.150604 seconds ...
2023-09-21 13:44:39,385:	[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 7.03744
2023-09-21 13:44:39,385:	[Coach] >>> VALID @Epoch: 147  >>> 
2023-09-21 13:44:39,385:	[Coach] >>> TEST  @Epoch: 147  >>> 
2023-09-21 13:44:45,454:	[Wall TIME] >>> ChiefCoach.train takes 6.068856 seconds ...
2023-09-21 13:44:45,520:	[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 7.03234
2023-09-21 13:44:45,520:	[Coach] >>> VALID @Epoch: 148  >>> 
2023-09-21 13:44:45,520:	[Coach] >>> TEST  @Epoch: 148  >>> 
2023-09-21 13:44:51,638:	[Wall TIME] >>> ChiefCoach.train takes 6.117325 seconds ...
2023-09-21 13:44:51,702:	[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 6.99558
2023-09-21 13:44:51,702:	[Coach] >>> VALID @Epoch: 149  >>> 
2023-09-21 13:44:51,702:	[Coach] >>> TEST  @Epoch: 149  >>> 
2023-09-21 13:44:57,920:	[Wall TIME] >>> ChiefCoach.train takes 6.217950 seconds ...
2023-09-21 13:45:03,293:	[Wall TIME] >>> ChiefCoach.valid takes 5.309330 seconds ...
2023-09-21 13:45:03,294:	[Coach] >>> Better ***NDCG@10*** of ***0.0556*** 
2023-09-21 13:45:03,313:	[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 6.99218
2023-09-21 13:45:03,313:	[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0210 || HITRATE@5 Avg: 0.0681 || HITRATE@10 Avg: 0.1007 || NDCG@5 Avg: 0.0452 || NDCG@10 Avg: 0.0556
2023-09-21 13:45:03,313:	[Coach] >>> TEST  @Epoch: 150  >>> 
2023-09-21 13:45:08,358:	[Wall TIME] >>> ChiefCoach.train takes 5.044894 seconds ...
2023-09-21 13:45:08,423:	[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 7.00207
2023-09-21 13:45:08,423:	[Coach] >>> VALID @Epoch: 151  >>> 
2023-09-21 13:45:08,423:	[Coach] >>> TEST  @Epoch: 151  >>> 
2023-09-21 13:45:14,789:	[Wall TIME] >>> ChiefCoach.train takes 6.365152 seconds ...
2023-09-21 13:45:14,851:	[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 7.00118
2023-09-21 13:45:14,851:	[Coach] >>> VALID @Epoch: 152  >>> 
2023-09-21 13:45:14,851:	[Coach] >>> TEST  @Epoch: 152  >>> 
2023-09-21 13:45:21,197:	[Wall TIME] >>> ChiefCoach.train takes 6.345304 seconds ...
2023-09-21 13:45:21,271:	[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 6.98146
2023-09-21 13:45:21,271:	[Coach] >>> VALID @Epoch: 153  >>> 
2023-09-21 13:45:21,271:	[Coach] >>> TEST  @Epoch: 153  >>> 
2023-09-21 13:45:27,518:	[Wall TIME] >>> ChiefCoach.train takes 6.247103 seconds ...
2023-09-21 13:45:27,629:	[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 6.98843
2023-09-21 13:45:27,629:	[Coach] >>> VALID @Epoch: 154  >>> 
2023-09-21 13:45:27,629:	[Coach] >>> TEST  @Epoch: 154  >>> 
2023-09-21 13:45:33,917:	[Wall TIME] >>> ChiefCoach.train takes 6.287652 seconds ...
2023-09-21 13:45:38,803:	[Wall TIME] >>> ChiefCoach.valid takes 4.816221 seconds ...
2023-09-21 13:45:38,804:	[Coach] >>> Better ***NDCG@10*** of ***0.0561*** 
2023-09-21 13:45:38,822:	[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 6.98962
2023-09-21 13:45:38,822:	[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0220 || HITRATE@5 Avg: 0.0687 || HITRATE@10 Avg: 0.1009 || NDCG@5 Avg: 0.0457 || NDCG@10 Avg: 0.0561
2023-09-21 13:45:38,822:	[Coach] >>> TEST  @Epoch: 155  >>> 
2023-09-21 13:45:43,817:	[Wall TIME] >>> ChiefCoach.train takes 4.994596 seconds ...
2023-09-21 13:45:43,883:	[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 6.97734
2023-09-21 13:45:43,883:	[Coach] >>> VALID @Epoch: 156  >>> 
2023-09-21 13:45:43,883:	[Coach] >>> TEST  @Epoch: 156  >>> 
2023-09-21 13:45:50,252:	[Wall TIME] >>> ChiefCoach.train takes 6.368558 seconds ...
2023-09-21 13:45:50,319:	[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 6.94863
2023-09-21 13:45:50,319:	[Coach] >>> VALID @Epoch: 157  >>> 
2023-09-21 13:45:50,319:	[Coach] >>> TEST  @Epoch: 157  >>> 
2023-09-21 13:45:56,558:	[Wall TIME] >>> ChiefCoach.train takes 6.238997 seconds ...
2023-09-21 13:45:56,747:	[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 6.98237
2023-09-21 13:45:56,747:	[Coach] >>> VALID @Epoch: 158  >>> 
2023-09-21 13:45:56,747:	[Coach] >>> TEST  @Epoch: 158  >>> 
2023-09-21 13:46:03,057:	[Wall TIME] >>> ChiefCoach.train takes 6.309813 seconds ...
2023-09-21 13:46:03,125:	[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 6.96664
2023-09-21 13:46:03,126:	[Coach] >>> VALID @Epoch: 159  >>> 
2023-09-21 13:46:03,126:	[Coach] >>> TEST  @Epoch: 159  >>> 
2023-09-21 13:46:09,326:	[Wall TIME] >>> ChiefCoach.train takes 6.199593 seconds ...
2023-09-21 13:46:14,118:	[Wall TIME] >>> ChiefCoach.valid takes 4.714845 seconds ...
2023-09-21 13:46:14,119:	[Coach] >>> Better ***NDCG@10*** of ***0.0571*** 
2023-09-21 13:46:14,140:	[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 6.94929
2023-09-21 13:46:14,141:	[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0237 || HITRATE@5 Avg: 0.0700 || HITRATE@10 Avg: 0.1010 || NDCG@5 Avg: 0.0472 || NDCG@10 Avg: 0.0571
2023-09-21 13:46:14,141:	[Coach] >>> TEST  @Epoch: 160  >>> 
2023-09-21 13:46:19,610:	[Wall TIME] >>> ChiefCoach.train takes 5.469581 seconds ...
2023-09-21 13:46:19,674:	[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 6.96284
2023-09-21 13:46:19,675:	[Coach] >>> VALID @Epoch: 161  >>> 
2023-09-21 13:46:19,675:	[Coach] >>> TEST  @Epoch: 161  >>> 
2023-09-21 13:46:25,823:	[Wall TIME] >>> ChiefCoach.train takes 6.148002 seconds ...
2023-09-21 13:46:25,892:	[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 6.95317
2023-09-21 13:46:25,892:	[Coach] >>> VALID @Epoch: 162  >>> 
2023-09-21 13:46:25,892:	[Coach] >>> TEST  @Epoch: 162  >>> 
2023-09-21 13:46:32,161:	[Wall TIME] >>> ChiefCoach.train takes 6.268572 seconds ...
2023-09-21 13:46:32,224:	[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 6.96261
2023-09-21 13:46:32,224:	[Coach] >>> VALID @Epoch: 163  >>> 
2023-09-21 13:46:32,224:	[Coach] >>> TEST  @Epoch: 163  >>> 
2023-09-21 13:46:38,407:	[Wall TIME] >>> ChiefCoach.train takes 6.182205 seconds ...
2023-09-21 13:46:38,474:	[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 6.94691
2023-09-21 13:46:38,474:	[Coach] >>> VALID @Epoch: 164  >>> 
2023-09-21 13:46:38,474:	[Coach] >>> TEST  @Epoch: 164  >>> 
2023-09-21 13:46:44,708:	[Wall TIME] >>> ChiefCoach.train takes 6.233293 seconds ...
2023-09-21 13:46:49,045:	[Wall TIME] >>> ChiefCoach.valid takes 4.258605 seconds ...
2023-09-21 13:46:49,045:	[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 6.92474
2023-09-21 13:46:49,045:	[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0232 || HITRATE@5 Avg: 0.0699 || HITRATE@10 Avg: 0.1012 || NDCG@5 Avg: 0.0466 || NDCG@10 Avg: 0.0568
2023-09-21 13:46:49,045:	[Coach] >>> TEST  @Epoch: 165  >>> 
2023-09-21 13:46:54,329:	[Wall TIME] >>> ChiefCoach.train takes 5.283911 seconds ...
2023-09-21 13:46:54,454:	[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 6.94667
2023-09-21 13:46:54,454:	[Coach] >>> VALID @Epoch: 166  >>> 
2023-09-21 13:46:54,454:	[Coach] >>> TEST  @Epoch: 166  >>> 
2023-09-21 13:47:00,654:	[Wall TIME] >>> ChiefCoach.train takes 6.199476 seconds ...
2023-09-21 13:47:00,718:	[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 6.91614
2023-09-21 13:47:00,718:	[Coach] >>> VALID @Epoch: 167  >>> 
2023-09-21 13:47:00,718:	[Coach] >>> TEST  @Epoch: 167  >>> 
2023-09-21 13:47:06,921:	[Wall TIME] >>> ChiefCoach.train takes 6.203176 seconds ...
2023-09-21 13:47:06,999:	[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 6.93695
2023-09-21 13:47:06,999:	[Coach] >>> VALID @Epoch: 168  >>> 
2023-09-21 13:47:06,999:	[Coach] >>> TEST  @Epoch: 168  >>> 
2023-09-21 13:47:13,266:	[Wall TIME] >>> ChiefCoach.train takes 6.267169 seconds ...
2023-09-21 13:47:13,336:	[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 6.93986
2023-09-21 13:47:13,336:	[Coach] >>> VALID @Epoch: 169  >>> 
2023-09-21 13:47:13,337:	[Coach] >>> TEST  @Epoch: 169  >>> 
2023-09-21 13:47:19,634:	[Wall TIME] >>> ChiefCoach.train takes 6.297039 seconds ...
2023-09-21 13:47:24,390:	[Wall TIME] >>> ChiefCoach.valid takes 4.681989 seconds ...
2023-09-21 13:47:24,391:	[Coach] >>> Better ***NDCG@10*** of ***0.0572*** 
2023-09-21 13:47:24,410:	[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 6.93462
2023-09-21 13:47:24,411:	[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0239 || HITRATE@5 Avg: 0.0692 || HITRATE@10 Avg: 0.1012 || NDCG@5 Avg: 0.0469 || NDCG@10 Avg: 0.0572
2023-09-21 13:47:24,411:	[Coach] >>> TEST  @Epoch: 170  >>> 
2023-09-21 13:47:29,490:	[Wall TIME] >>> ChiefCoach.train takes 5.079431 seconds ...
2023-09-21 13:47:29,552:	[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 6.93518
2023-09-21 13:47:29,552:	[Coach] >>> VALID @Epoch: 171  >>> 
2023-09-21 13:47:29,553:	[Coach] >>> TEST  @Epoch: 171  >>> 
2023-09-21 13:47:35,779:	[Wall TIME] >>> ChiefCoach.train takes 6.226024 seconds ...
2023-09-21 13:47:35,853:	[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 6.90772
2023-09-21 13:47:35,853:	[Coach] >>> VALID @Epoch: 172  >>> 
2023-09-21 13:47:35,853:	[Coach] >>> TEST  @Epoch: 172  >>> 
2023-09-21 13:47:42,105:	[Wall TIME] >>> ChiefCoach.train takes 6.251153 seconds ...
2023-09-21 13:47:42,169:	[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 6.89653
2023-09-21 13:47:42,169:	[Coach] >>> VALID @Epoch: 173  >>> 
2023-09-21 13:47:42,169:	[Coach] >>> TEST  @Epoch: 173  >>> 
2023-09-21 13:47:48,418:	[Wall TIME] >>> ChiefCoach.train takes 6.248398 seconds ...
2023-09-21 13:47:48,480:	[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 6.91940
2023-09-21 13:47:48,480:	[Coach] >>> VALID @Epoch: 174  >>> 
2023-09-21 13:47:48,480:	[Coach] >>> TEST  @Epoch: 174  >>> 
2023-09-21 13:47:54,821:	[Wall TIME] >>> ChiefCoach.train takes 6.340940 seconds ...
2023-09-21 13:47:59,547:	[Wall TIME] >>> ChiefCoach.valid takes 4.654150 seconds ...
2023-09-21 13:47:59,547:	[Coach] >>> Better ***NDCG@10*** of ***0.0574*** 
2023-09-21 13:47:59,566:	[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 6.90855
2023-09-21 13:47:59,566:	[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0233 || HITRATE@5 Avg: 0.0697 || HITRATE@10 Avg: 0.1020 || NDCG@5 Avg: 0.0470 || NDCG@10 Avg: 0.0574
2023-09-21 13:47:59,566:	[Coach] >>> TEST  @Epoch: 175  >>> 
2023-09-21 13:48:04,575:	[Wall TIME] >>> ChiefCoach.train takes 5.009217 seconds ...
2023-09-21 13:48:04,639:	[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 6.92767
2023-09-21 13:48:04,639:	[Coach] >>> VALID @Epoch: 176  >>> 
2023-09-21 13:48:04,640:	[Coach] >>> TEST  @Epoch: 176  >>> 
2023-09-21 13:48:10,853:	[Wall TIME] >>> ChiefCoach.train takes 6.213067 seconds ...
2023-09-21 13:48:10,925:	[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 6.90864
2023-09-21 13:48:10,925:	[Coach] >>> VALID @Epoch: 177  >>> 
2023-09-21 13:48:10,925:	[Coach] >>> TEST  @Epoch: 177  >>> 
2023-09-21 13:48:17,075:	[Wall TIME] >>> ChiefCoach.train takes 6.149932 seconds ...
2023-09-21 13:48:17,155:	[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 6.91403
2023-09-21 13:48:17,155:	[Coach] >>> VALID @Epoch: 178  >>> 
2023-09-21 13:48:17,156:	[Coach] >>> TEST  @Epoch: 178  >>> 
2023-09-21 13:48:23,410:	[Wall TIME] >>> ChiefCoach.train takes 6.253943 seconds ...
2023-09-21 13:48:23,493:	[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 6.91683
2023-09-21 13:48:23,493:	[Coach] >>> VALID @Epoch: 179  >>> 
2023-09-21 13:48:23,493:	[Coach] >>> TEST  @Epoch: 179  >>> 
2023-09-21 13:48:29,760:	[Wall TIME] >>> ChiefCoach.train takes 6.266876 seconds ...
2023-09-21 13:48:34,577:	[Wall TIME] >>> ChiefCoach.valid takes 4.751099 seconds ...
2023-09-21 13:48:34,578:	[Coach] >>> Better ***NDCG@10*** of ***0.0580*** 
2023-09-21 13:48:34,596:	[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 6.87199
2023-09-21 13:48:34,596:	[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0250 || HITRATE@5 Avg: 0.0700 || HITRATE@10 Avg: 0.1018 || NDCG@5 Avg: 0.0478 || NDCG@10 Avg: 0.0580
2023-09-21 13:48:34,596:	[Coach] >>> TEST  @Epoch: 180  >>> 
2023-09-21 13:48:39,576:	[Wall TIME] >>> ChiefCoach.train takes 4.979338 seconds ...
2023-09-21 13:48:39,637:	[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 6.86268
2023-09-21 13:48:39,637:	[Coach] >>> VALID @Epoch: 181  >>> 
2023-09-21 13:48:39,638:	[Coach] >>> TEST  @Epoch: 181  >>> 
2023-09-21 13:48:45,721:	[Wall TIME] >>> ChiefCoach.train takes 6.083259 seconds ...
2023-09-21 13:48:45,794:	[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 6.87570
2023-09-21 13:48:45,794:	[Coach] >>> VALID @Epoch: 182  >>> 
2023-09-21 13:48:45,795:	[Coach] >>> TEST  @Epoch: 182  >>> 
2023-09-21 13:48:51,980:	[Wall TIME] >>> ChiefCoach.train takes 6.185053 seconds ...
2023-09-21 13:48:52,172:	[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 6.86739
2023-09-21 13:48:52,173:	[Coach] >>> VALID @Epoch: 183  >>> 
2023-09-21 13:48:52,173:	[Coach] >>> TEST  @Epoch: 183  >>> 
2023-09-21 13:48:58,328:	[Wall TIME] >>> ChiefCoach.train takes 6.155041 seconds ...
2023-09-21 13:48:58,393:	[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 6.87718
2023-09-21 13:48:58,393:	[Coach] >>> VALID @Epoch: 184  >>> 
2023-09-21 13:48:58,393:	[Coach] >>> TEST  @Epoch: 184  >>> 
2023-09-21 13:49:04,760:	[Wall TIME] >>> ChiefCoach.train takes 6.367214 seconds ...
2023-09-21 13:49:09,720:	[Wall TIME] >>> ChiefCoach.valid takes 4.892051 seconds ...
2023-09-21 13:49:09,720:	[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 6.86719
2023-09-21 13:49:09,720:	[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0237 || HITRATE@5 Avg: 0.0703 || HITRATE@10 Avg: 0.1022 || NDCG@5 Avg: 0.0473 || NDCG@10 Avg: 0.0575
2023-09-21 13:49:09,720:	[Coach] >>> TEST  @Epoch: 185  >>> 
2023-09-21 13:49:14,590:	[Wall TIME] >>> ChiefCoach.train takes 4.869122 seconds ...
2023-09-21 13:49:14,806:	[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 6.86724
2023-09-21 13:49:14,806:	[Coach] >>> VALID @Epoch: 186  >>> 
2023-09-21 13:49:14,807:	[Coach] >>> TEST  @Epoch: 186  >>> 
2023-09-21 13:49:21,024:	[Wall TIME] >>> ChiefCoach.train takes 6.217793 seconds ...
2023-09-21 13:49:21,089:	[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 6.87171
2023-09-21 13:49:21,089:	[Coach] >>> VALID @Epoch: 187  >>> 
2023-09-21 13:49:21,089:	[Coach] >>> TEST  @Epoch: 187  >>> 
2023-09-21 13:49:27,203:	[Wall TIME] >>> ChiefCoach.train takes 6.113666 seconds ...
2023-09-21 13:49:27,268:	[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 6.85520
2023-09-21 13:49:27,268:	[Coach] >>> VALID @Epoch: 188  >>> 
2023-09-21 13:49:27,268:	[Coach] >>> TEST  @Epoch: 188  >>> 
2023-09-21 13:49:33,466:	[Wall TIME] >>> ChiefCoach.train takes 6.197554 seconds ...
2023-09-21 13:49:33,549:	[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 6.86517
2023-09-21 13:49:33,549:	[Coach] >>> VALID @Epoch: 189  >>> 
2023-09-21 13:49:33,549:	[Coach] >>> TEST  @Epoch: 189  >>> 
2023-09-21 13:49:39,848:	[Wall TIME] >>> ChiefCoach.train takes 6.298731 seconds ...
2023-09-21 13:49:44,888:	[Wall TIME] >>> ChiefCoach.valid takes 4.974037 seconds ...
2023-09-21 13:49:44,888:	[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 6.88319
2023-09-21 13:49:44,888:	[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0228 || HITRATE@5 Avg: 0.0699 || HITRATE@10 Avg: 0.1027 || NDCG@5 Avg: 0.0466 || NDCG@10 Avg: 0.0572
2023-09-21 13:49:44,888:	[Coach] >>> TEST  @Epoch: 190  >>> 
2023-09-21 13:49:50,010:	[Wall TIME] >>> ChiefCoach.train takes 5.121355 seconds ...
2023-09-21 13:49:50,080:	[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 6.86117
2023-09-21 13:49:50,080:	[Coach] >>> VALID @Epoch: 191  >>> 
2023-09-21 13:49:50,080:	[Coach] >>> TEST  @Epoch: 191  >>> 
2023-09-21 13:49:56,238:	[Wall TIME] >>> ChiefCoach.train takes 6.157413 seconds ...
2023-09-21 13:49:56,308:	[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 6.84359
2023-09-21 13:49:56,308:	[Coach] >>> VALID @Epoch: 192  >>> 
2023-09-21 13:49:56,308:	[Coach] >>> TEST  @Epoch: 192  >>> 
2023-09-21 13:50:02,419:	[Wall TIME] >>> ChiefCoach.train takes 6.110386 seconds ...
2023-09-21 13:50:02,486:	[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 6.84847
2023-09-21 13:50:02,486:	[Coach] >>> VALID @Epoch: 193  >>> 
2023-09-21 13:50:02,486:	[Coach] >>> TEST  @Epoch: 193  >>> 
2023-09-21 13:50:08,646:	[Wall TIME] >>> ChiefCoach.train takes 6.159610 seconds ...
2023-09-21 13:50:08,764:	[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 6.85792
2023-09-21 13:50:08,764:	[Coach] >>> VALID @Epoch: 194  >>> 
2023-09-21 13:50:08,764:	[Coach] >>> TEST  @Epoch: 194  >>> 
2023-09-21 13:50:14,917:	[Wall TIME] >>> ChiefCoach.train takes 6.152939 seconds ...
2023-09-21 13:50:19,678:	[Wall TIME] >>> ChiefCoach.valid takes 4.695290 seconds ...
2023-09-21 13:50:19,678:	[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 6.82513
2023-09-21 13:50:19,678:	[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0229 || HITRATE@5 Avg: 0.0706 || HITRATE@10 Avg: 0.1040 || NDCG@5 Avg: 0.0472 || NDCG@10 Avg: 0.0580
2023-09-21 13:50:19,678:	[Coach] >>> TEST  @Epoch: 195  >>> 
2023-09-21 13:50:24,335:	[Wall TIME] >>> ChiefCoach.train takes 4.656527 seconds ...
2023-09-21 13:50:24,404:	[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 6.84101
2023-09-21 13:50:24,404:	[Coach] >>> VALID @Epoch: 196  >>> 
2023-09-21 13:50:24,404:	[Coach] >>> TEST  @Epoch: 196  >>> 
2023-09-21 13:50:30,461:	[Wall TIME] >>> ChiefCoach.train takes 6.056711 seconds ...
2023-09-21 13:50:30,524:	[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 6.84520
2023-09-21 13:50:30,524:	[Coach] >>> VALID @Epoch: 197  >>> 
2023-09-21 13:50:30,524:	[Coach] >>> TEST  @Epoch: 197  >>> 
2023-09-21 13:50:36,761:	[Wall TIME] >>> ChiefCoach.train takes 6.236908 seconds ...
2023-09-21 13:50:36,828:	[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 6.83430
2023-09-21 13:50:36,828:	[Coach] >>> VALID @Epoch: 198  >>> 
2023-09-21 13:50:36,828:	[Coach] >>> TEST  @Epoch: 198  >>> 
2023-09-21 13:50:43,030:	[Wall TIME] >>> ChiefCoach.train takes 6.201775 seconds ...
2023-09-21 13:50:43,094:	[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 6.82636
2023-09-21 13:50:43,094:	[Coach] >>> VALID @Epoch: 199  >>> 
2023-09-21 13:50:43,094:	[Coach] >>> TEST  @Epoch: 199  >>> 
2023-09-21 13:50:49,173:	[Wall TIME] >>> ChiefCoach.train takes 6.078307 seconds ...
2023-09-21 13:50:54,328:	[Wall TIME] >>> ChiefCoach.valid takes 5.093271 seconds ...
2023-09-21 13:50:54,329:	[Coach] >>> Better ***NDCG@10*** of ***0.0586*** 
2023-09-21 13:50:54,349:	[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 6.84837
2023-09-21 13:50:54,350:	[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0242 || HITRATE@5 Avg: 0.0715 || HITRATE@10 Avg: 0.1030 || NDCG@5 Avg: 0.0484 || NDCG@10 Avg: 0.0586
2023-09-21 13:50:54,350:	[Coach] >>> TEST  @Epoch: 200  >>> 
2023-09-21 13:50:59,092:	[Wall TIME] >>> ChiefCoach.train takes 4.741901 seconds ...
2023-09-21 13:50:59,156:	[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 6.82214
2023-09-21 13:50:59,156:	[Coach] >>> VALID @Epoch: 201  >>> 
2023-09-21 13:50:59,156:	[Coach] >>> TEST  @Epoch: 201  >>> 
2023-09-21 13:51:05,383:	[Wall TIME] >>> ChiefCoach.train takes 6.226212 seconds ...
2023-09-21 13:51:05,449:	[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 6.83950
2023-09-21 13:51:05,449:	[Coach] >>> VALID @Epoch: 202  >>> 
2023-09-21 13:51:05,450:	[Coach] >>> TEST  @Epoch: 202  >>> 
2023-09-21 13:51:11,792:	[Wall TIME] >>> ChiefCoach.train takes 6.342345 seconds ...
2023-09-21 13:51:11,862:	[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 6.80678
2023-09-21 13:51:11,862:	[Coach] >>> VALID @Epoch: 203  >>> 
2023-09-21 13:51:11,862:	[Coach] >>> TEST  @Epoch: 203  >>> 
2023-09-21 13:51:18,095:	[Wall TIME] >>> ChiefCoach.train takes 6.233300 seconds ...
2023-09-21 13:51:18,207:	[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 6.82776
2023-09-21 13:51:18,207:	[Coach] >>> VALID @Epoch: 204  >>> 
2023-09-21 13:51:18,207:	[Coach] >>> TEST  @Epoch: 204  >>> 
2023-09-21 13:51:24,423:	[Wall TIME] >>> ChiefCoach.train takes 6.215800 seconds ...
2023-09-21 13:51:29,435:	[Wall TIME] >>> ChiefCoach.valid takes 4.944587 seconds ...
2023-09-21 13:51:29,436:	[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 6.82280
2023-09-21 13:51:29,436:	[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0250 || HITRATE@5 Avg: 0.0711 || HITRATE@10 Avg: 0.1020 || NDCG@5 Avg: 0.0484 || NDCG@10 Avg: 0.0584
2023-09-21 13:51:29,436:	[Coach] >>> TEST  @Epoch: 205  >>> 
2023-09-21 13:51:33,742:	[Wall TIME] >>> ChiefCoach.train takes 4.305889 seconds ...
2023-09-21 13:51:33,805:	[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 6.83343
2023-09-21 13:51:33,805:	[Coach] >>> VALID @Epoch: 206  >>> 
2023-09-21 13:51:33,805:	[Coach] >>> TEST  @Epoch: 206  >>> 
2023-09-21 13:51:40,226:	[Wall TIME] >>> ChiefCoach.train takes 6.421403 seconds ...
2023-09-21 13:51:40,287:	[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 6.80539
2023-09-21 13:51:40,287:	[Coach] >>> VALID @Epoch: 207  >>> 
2023-09-21 13:51:40,287:	[Coach] >>> TEST  @Epoch: 207  >>> 
2023-09-21 13:51:46,685:	[Wall TIME] >>> ChiefCoach.train takes 6.397718 seconds ...
2023-09-21 13:51:46,888:	[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 6.81497
2023-09-21 13:51:46,888:	[Coach] >>> VALID @Epoch: 208  >>> 
2023-09-21 13:51:46,889:	[Coach] >>> TEST  @Epoch: 208  >>> 
2023-09-21 13:51:53,248:	[Wall TIME] >>> ChiefCoach.train takes 6.359327 seconds ...
2023-09-21 13:51:53,310:	[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 6.82526
2023-09-21 13:51:53,310:	[Coach] >>> VALID @Epoch: 209  >>> 
2023-09-21 13:51:53,310:	[Coach] >>> TEST  @Epoch: 209  >>> 
2023-09-21 13:51:59,717:	[Wall TIME] >>> ChiefCoach.train takes 6.406098 seconds ...
2023-09-21 13:52:05,122:	[Wall TIME] >>> ChiefCoach.valid takes 5.339884 seconds ...
2023-09-21 13:52:05,122:	[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 6.81884
2023-09-21 13:52:05,122:	[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0238 || HITRATE@5 Avg: 0.0705 || HITRATE@10 Avg: 0.1024 || NDCG@5 Avg: 0.0476 || NDCG@10 Avg: 0.0579
2023-09-21 13:52:05,122:	[Coach] >>> TEST  @Epoch: 210  >>> 
2023-09-21 13:52:09,678:	[Wall TIME] >>> ChiefCoach.train takes 4.555485 seconds ...
2023-09-21 13:52:09,742:	[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 6.79006
2023-09-21 13:52:09,742:	[Coach] >>> VALID @Epoch: 211  >>> 
2023-09-21 13:52:09,742:	[Coach] >>> TEST  @Epoch: 211  >>> 
2023-09-21 13:52:15,974:	[Wall TIME] >>> ChiefCoach.train takes 6.231303 seconds ...
2023-09-21 13:52:16,036:	[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 6.81906
2023-09-21 13:52:16,036:	[Coach] >>> VALID @Epoch: 212  >>> 
2023-09-21 13:52:16,036:	[Coach] >>> TEST  @Epoch: 212  >>> 
2023-09-21 13:52:22,212:	[Wall TIME] >>> ChiefCoach.train takes 6.175922 seconds ...
2023-09-21 13:52:22,276:	[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 6.78952
2023-09-21 13:52:22,277:	[Coach] >>> VALID @Epoch: 213  >>> 
2023-09-21 13:52:22,277:	[Coach] >>> TEST  @Epoch: 213  >>> 
2023-09-21 13:52:28,545:	[Wall TIME] >>> ChiefCoach.train takes 6.268396 seconds ...
2023-09-21 13:52:28,612:	[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 6.78049
2023-09-21 13:52:28,612:	[Coach] >>> VALID @Epoch: 214  >>> 
2023-09-21 13:52:28,612:	[Coach] >>> TEST  @Epoch: 214  >>> 
2023-09-21 13:52:34,744:	[Wall TIME] >>> ChiefCoach.train takes 6.132168 seconds ...
2023-09-21 13:52:40,055:	[Wall TIME] >>> ChiefCoach.valid takes 5.244669 seconds ...
2023-09-21 13:52:40,056:	[Coach] >>> Better ***NDCG@10*** of ***0.0593*** 
2023-09-21 13:52:40,086:	[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 6.79121
2023-09-21 13:52:40,086:	[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0249 || HITRATE@5 Avg: 0.0725 || HITRATE@10 Avg: 0.1049 || NDCG@5 Avg: 0.0489 || NDCG@10 Avg: 0.0593
2023-09-21 13:52:40,086:	[Coach] >>> TEST  @Epoch: 215  >>> 
2023-09-21 13:52:45,046:	[Wall TIME] >>> ChiefCoach.train takes 4.959819 seconds ...
2023-09-21 13:52:45,155:	[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 6.81471
2023-09-21 13:52:45,155:	[Coach] >>> VALID @Epoch: 216  >>> 
2023-09-21 13:52:45,156:	[Coach] >>> TEST  @Epoch: 216  >>> 
2023-09-21 13:52:51,351:	[Wall TIME] >>> ChiefCoach.train takes 6.195406 seconds ...
2023-09-21 13:52:51,414:	[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 6.79632
2023-09-21 13:52:51,414:	[Coach] >>> VALID @Epoch: 217  >>> 
2023-09-21 13:52:51,414:	[Coach] >>> TEST  @Epoch: 217  >>> 
2023-09-21 13:52:57,616:	[Wall TIME] >>> ChiefCoach.train takes 6.201629 seconds ...
2023-09-21 13:52:57,679:	[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 6.76493
2023-09-21 13:52:57,680:	[Coach] >>> VALID @Epoch: 218  >>> 
2023-09-21 13:52:57,680:	[Coach] >>> TEST  @Epoch: 218  >>> 
2023-09-21 13:53:03,910:	[Wall TIME] >>> ChiefCoach.train takes 6.229839 seconds ...
2023-09-21 13:53:03,974:	[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 6.78086
2023-09-21 13:53:03,974:	[Coach] >>> VALID @Epoch: 219  >>> 
2023-09-21 13:53:03,974:	[Coach] >>> TEST  @Epoch: 219  >>> 
2023-09-21 13:53:10,272:	[Wall TIME] >>> ChiefCoach.train takes 6.297440 seconds ...
2023-09-21 13:53:15,245:	[Wall TIME] >>> ChiefCoach.valid takes 4.909229 seconds ...
2023-09-21 13:53:15,245:	[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 6.76789
2023-09-21 13:53:15,245:	[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0244 || HITRATE@5 Avg: 0.0721 || HITRATE@10 Avg: 0.1043 || NDCG@5 Avg: 0.0485 || NDCG@10 Avg: 0.0589
2023-09-21 13:53:15,245:	[Coach] >>> TEST  @Epoch: 220  >>> 
2023-09-21 13:53:20,117:	[Wall TIME] >>> ChiefCoach.train takes 4.871347 seconds ...
2023-09-21 13:53:20,191:	[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 6.77531
2023-09-21 13:53:20,191:	[Coach] >>> VALID @Epoch: 221  >>> 
2023-09-21 13:53:20,191:	[Coach] >>> TEST  @Epoch: 221  >>> 
2023-09-21 13:53:26,329:	[Wall TIME] >>> ChiefCoach.train takes 6.137955 seconds ...
2023-09-21 13:53:26,413:	[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 6.78484
2023-09-21 13:53:26,413:	[Coach] >>> VALID @Epoch: 222  >>> 
2023-09-21 13:53:26,413:	[Coach] >>> TEST  @Epoch: 222  >>> 
2023-09-21 13:53:32,635:	[Wall TIME] >>> ChiefCoach.train takes 6.222115 seconds ...
2023-09-21 13:53:32,700:	[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 6.76772
2023-09-21 13:53:32,700:	[Coach] >>> VALID @Epoch: 223  >>> 
2023-09-21 13:53:32,700:	[Coach] >>> TEST  @Epoch: 223  >>> 
2023-09-21 13:53:38,896:	[Wall TIME] >>> ChiefCoach.train takes 6.195651 seconds ...
2023-09-21 13:53:38,969:	[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 6.74118
2023-09-21 13:53:38,969:	[Coach] >>> VALID @Epoch: 224  >>> 
2023-09-21 13:53:38,970:	[Coach] >>> TEST  @Epoch: 224  >>> 
2023-09-21 13:53:45,210:	[Wall TIME] >>> ChiefCoach.train takes 6.240117 seconds ...
2023-09-21 13:53:50,300:	[Wall TIME] >>> ChiefCoach.valid takes 5.014275 seconds ...
2023-09-21 13:53:50,300:	[Coach] >>> Better ***NDCG@10*** of ***0.0595*** 
2023-09-21 13:53:50,326:	[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 6.77193
2023-09-21 13:53:50,326:	[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0248 || HITRATE@5 Avg: 0.0737 || HITRATE@10 Avg: 0.1053 || NDCG@5 Avg: 0.0494 || NDCG@10 Avg: 0.0595
2023-09-21 13:53:50,326:	[Coach] >>> TEST  @Epoch: 225  >>> 
2023-09-21 13:53:55,258:	[Wall TIME] >>> ChiefCoach.train takes 4.931656 seconds ...
2023-09-21 13:53:55,320:	[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 6.78595
2023-09-21 13:53:55,320:	[Coach] >>> VALID @Epoch: 226  >>> 
2023-09-21 13:53:55,320:	[Coach] >>> TEST  @Epoch: 226  >>> 
2023-09-21 13:54:01,557:	[Wall TIME] >>> ChiefCoach.train takes 6.236372 seconds ...
2023-09-21 13:54:01,676:	[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 6.77855
2023-09-21 13:54:01,677:	[Coach] >>> VALID @Epoch: 227  >>> 
2023-09-21 13:54:01,677:	[Coach] >>> TEST  @Epoch: 227  >>> 
2023-09-21 13:54:07,922:	[Wall TIME] >>> ChiefCoach.train takes 6.245266 seconds ...
2023-09-21 13:54:07,986:	[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 6.77939
2023-09-21 13:54:07,986:	[Coach] >>> VALID @Epoch: 228  >>> 
2023-09-21 13:54:07,986:	[Coach] >>> TEST  @Epoch: 228  >>> 
2023-09-21 13:54:14,242:	[Wall TIME] >>> ChiefCoach.train takes 6.255499 seconds ...
2023-09-21 13:54:14,306:	[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 6.77437
2023-09-21 13:54:14,306:	[Coach] >>> VALID @Epoch: 229  >>> 
2023-09-21 13:54:14,306:	[Coach] >>> TEST  @Epoch: 229  >>> 
2023-09-21 13:54:20,457:	[Wall TIME] >>> ChiefCoach.train takes 6.151253 seconds ...
2023-09-21 13:54:25,324:	[Wall TIME] >>> ChiefCoach.valid takes 4.802655 seconds ...
2023-09-21 13:54:25,324:	[Coach] >>> Better ***NDCG@10*** of ***0.0598*** 
2023-09-21 13:54:25,343:	[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 6.75725
2023-09-21 13:54:25,343:	[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0259 || HITRATE@5 Avg: 0.0727 || HITRATE@10 Avg: 0.1046 || NDCG@5 Avg: 0.0496 || NDCG@10 Avg: 0.0598
2023-09-21 13:54:25,343:	[Coach] >>> TEST  @Epoch: 230  >>> 
2023-09-21 13:54:30,700:	[Wall TIME] >>> ChiefCoach.train takes 5.356918 seconds ...
2023-09-21 13:54:30,762:	[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 6.76008
2023-09-21 13:54:30,762:	[Coach] >>> VALID @Epoch: 231  >>> 
2023-09-21 13:54:30,762:	[Coach] >>> TEST  @Epoch: 231  >>> 
2023-09-21 13:54:37,007:	[Wall TIME] >>> ChiefCoach.train takes 6.244971 seconds ...
2023-09-21 13:54:37,072:	[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 6.75651
2023-09-21 13:54:37,072:	[Coach] >>> VALID @Epoch: 232  >>> 
2023-09-21 13:54:37,072:	[Coach] >>> TEST  @Epoch: 232  >>> 
2023-09-21 13:54:43,152:	[Wall TIME] >>> ChiefCoach.train takes 6.080193 seconds ...
2023-09-21 13:54:43,348:	[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 6.75505
2023-09-21 13:54:43,348:	[Coach] >>> VALID @Epoch: 233  >>> 
2023-09-21 13:54:43,348:	[Coach] >>> TEST  @Epoch: 233  >>> 
2023-09-21 13:54:49,581:	[Wall TIME] >>> ChiefCoach.train takes 6.232226 seconds ...
2023-09-21 13:54:49,645:	[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 6.75550
2023-09-21 13:54:49,645:	[Coach] >>> VALID @Epoch: 234  >>> 
2023-09-21 13:54:49,645:	[Coach] >>> TEST  @Epoch: 234  >>> 
2023-09-21 13:54:55,811:	[Wall TIME] >>> ChiefCoach.train takes 6.165906 seconds ...
2023-09-21 13:55:00,384:	[Wall TIME] >>> ChiefCoach.valid takes 4.502136 seconds ...
2023-09-21 13:55:00,385:	[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 6.74874
2023-09-21 13:55:00,385:	[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0248 || HITRATE@5 Avg: 0.0732 || HITRATE@10 Avg: 0.1052 || NDCG@5 Avg: 0.0494 || NDCG@10 Avg: 0.0597
2023-09-21 13:55:00,385:	[Coach] >>> TEST  @Epoch: 235  >>> 
2023-09-21 13:55:05,505:	[Wall TIME] >>> ChiefCoach.train takes 5.120234 seconds ...
2023-09-21 13:55:05,568:	[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 6.74480
2023-09-21 13:55:05,568:	[Coach] >>> VALID @Epoch: 236  >>> 
2023-09-21 13:55:05,568:	[Coach] >>> TEST  @Epoch: 236  >>> 
2023-09-21 13:55:11,711:	[Wall TIME] >>> ChiefCoach.train takes 6.142625 seconds ...
2023-09-21 13:55:11,800:	[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 6.75071
2023-09-21 13:55:11,800:	[Coach] >>> VALID @Epoch: 237  >>> 
2023-09-21 13:55:11,800:	[Coach] >>> TEST  @Epoch: 237  >>> 
2023-09-21 13:55:18,119:	[Wall TIME] >>> ChiefCoach.train takes 6.318823 seconds ...
2023-09-21 13:55:18,186:	[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 6.74452
2023-09-21 13:55:18,187:	[Coach] >>> VALID @Epoch: 238  >>> 
2023-09-21 13:55:18,187:	[Coach] >>> TEST  @Epoch: 238  >>> 
2023-09-21 13:55:24,315:	[Wall TIME] >>> ChiefCoach.train takes 6.127722 seconds ...
2023-09-21 13:55:24,387:	[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 6.73471
2023-09-21 13:55:24,388:	[Coach] >>> VALID @Epoch: 239  >>> 
2023-09-21 13:55:24,388:	[Coach] >>> TEST  @Epoch: 239  >>> 
2023-09-21 13:55:30,696:	[Wall TIME] >>> ChiefCoach.train takes 6.307597 seconds ...
2023-09-21 13:55:35,307:	[Wall TIME] >>> ChiefCoach.valid takes 4.548864 seconds ...
2023-09-21 13:55:35,308:	[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 6.71748
2023-09-21 13:55:35,308:	[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0236 || HITRATE@5 Avg: 0.0743 || HITRATE@10 Avg: 0.1046 || NDCG@5 Avg: 0.0493 || NDCG@10 Avg: 0.0590
2023-09-21 13:55:35,308:	[Coach] >>> TEST  @Epoch: 240  >>> 
2023-09-21 13:55:40,590:	[Wall TIME] >>> ChiefCoach.train takes 5.281397 seconds ...
2023-09-21 13:55:40,654:	[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 6.74501
2023-09-21 13:55:40,654:	[Coach] >>> VALID @Epoch: 241  >>> 
2023-09-21 13:55:40,654:	[Coach] >>> TEST  @Epoch: 241  >>> 
2023-09-21 13:55:46,837:	[Wall TIME] >>> ChiefCoach.train takes 6.182761 seconds ...
2023-09-21 13:55:46,902:	[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 6.74309
2023-09-21 13:55:46,902:	[Coach] >>> VALID @Epoch: 242  >>> 
2023-09-21 13:55:46,902:	[Coach] >>> TEST  @Epoch: 242  >>> 
2023-09-21 13:55:53,139:	[Wall TIME] >>> ChiefCoach.train takes 6.235973 seconds ...
2023-09-21 13:55:53,207:	[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 6.72845
2023-09-21 13:55:53,207:	[Coach] >>> VALID @Epoch: 243  >>> 
2023-09-21 13:55:53,207:	[Coach] >>> TEST  @Epoch: 243  >>> 
2023-09-21 13:55:59,440:	[Wall TIME] >>> ChiefCoach.train takes 6.232995 seconds ...
2023-09-21 13:55:59,558:	[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 6.75142
2023-09-21 13:55:59,559:	[Coach] >>> VALID @Epoch: 244  >>> 
2023-09-21 13:55:59,559:	[Coach] >>> TEST  @Epoch: 244  >>> 
2023-09-21 13:56:05,781:	[Wall TIME] >>> ChiefCoach.train takes 6.221940 seconds ...
2023-09-21 13:56:10,230:	[Wall TIME] >>> ChiefCoach.valid takes 4.383645 seconds ...
2023-09-21 13:56:10,231:	[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 6.72800
2023-09-21 13:56:10,231:	[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0242 || HITRATE@5 Avg: 0.0717 || HITRATE@10 Avg: 0.1018 || NDCG@5 Avg: 0.0482 || NDCG@10 Avg: 0.0580
2023-09-21 13:56:10,231:	[Coach] >>> TEST  @Epoch: 245  >>> 
2023-09-21 13:56:15,224:	[Wall TIME] >>> ChiefCoach.train takes 4.992789 seconds ...
2023-09-21 13:56:15,290:	[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 6.72063
2023-09-21 13:56:15,290:	[Coach] >>> VALID @Epoch: 246  >>> 
2023-09-21 13:56:15,290:	[Coach] >>> TEST  @Epoch: 246  >>> 
2023-09-21 13:56:21,487:	[Wall TIME] >>> ChiefCoach.train takes 6.196787 seconds ...
2023-09-21 13:56:21,560:	[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 6.74379
2023-09-21 13:56:21,560:	[Coach] >>> VALID @Epoch: 247  >>> 
2023-09-21 13:56:21,560:	[Coach] >>> TEST  @Epoch: 247  >>> 
2023-09-21 13:56:27,824:	[Wall TIME] >>> ChiefCoach.train takes 6.262924 seconds ...
2023-09-21 13:56:27,906:	[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 6.74044
2023-09-21 13:56:27,907:	[Coach] >>> VALID @Epoch: 248  >>> 
2023-09-21 13:56:27,907:	[Coach] >>> TEST  @Epoch: 248  >>> 
2023-09-21 13:56:34,199:	[Wall TIME] >>> ChiefCoach.train takes 6.292688 seconds ...
2023-09-21 13:56:34,262:	[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 6.72781
2023-09-21 13:56:34,262:	[Coach] >>> VALID @Epoch: 249  >>> 
2023-09-21 13:56:34,263:	[Coach] >>> TEST  @Epoch: 249  >>> 
2023-09-21 13:56:40,332:	[Wall TIME] >>> ChiefCoach.train takes 6.068980 seconds ...
2023-09-21 13:56:45,159:	[Wall TIME] >>> ChiefCoach.valid takes 4.742547 seconds ...
2023-09-21 13:56:45,160:	[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 6.72087
2023-09-21 13:56:45,160:	[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0248 || HITRATE@5 Avg: 0.0727 || HITRATE@10 Avg: 0.1050 || NDCG@5 Avg: 0.0490 || NDCG@10 Avg: 0.0594
2023-09-21 13:56:45,160:	[Coach] >>> TEST  @Epoch: 250  >>> 
2023-09-21 13:56:50,499:	[Wall TIME] >>> ChiefCoach.train takes 5.339118 seconds ...
2023-09-21 13:56:50,573:	[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 6.72255
2023-09-21 13:56:50,574:	[Coach] >>> VALID @Epoch: 251  >>> 
2023-09-21 13:56:50,574:	[Coach] >>> TEST  @Epoch: 251  >>> 
2023-09-21 13:56:56,827:	[Wall TIME] >>> ChiefCoach.train takes 6.253103 seconds ...
2023-09-21 13:56:56,892:	[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 6.68372
2023-09-21 13:56:56,892:	[Coach] >>> VALID @Epoch: 252  >>> 
2023-09-21 13:56:56,892:	[Coach] >>> TEST  @Epoch: 252  >>> 
2023-09-21 13:57:03,112:	[Wall TIME] >>> ChiefCoach.train takes 6.219893 seconds ...
2023-09-21 13:57:03,182:	[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 6.71176
2023-09-21 13:57:03,182:	[Coach] >>> VALID @Epoch: 253  >>> 
2023-09-21 13:57:03,183:	[Coach] >>> TEST  @Epoch: 253  >>> 
2023-09-21 13:57:09,430:	[Wall TIME] >>> ChiefCoach.train takes 6.247794 seconds ...
2023-09-21 13:57:09,497:	[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 6.69236
2023-09-21 13:57:09,498:	[Coach] >>> VALID @Epoch: 254  >>> 
2023-09-21 13:57:09,498:	[Coach] >>> TEST  @Epoch: 254  >>> 
2023-09-21 13:57:15,815:	[Wall TIME] >>> ChiefCoach.train takes 6.317461 seconds ...
2023-09-21 13:57:20,307:	[Wall TIME] >>> ChiefCoach.valid takes 4.425069 seconds ...
2023-09-21 13:57:20,307:	[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 6.69743
2023-09-21 13:57:20,307:	[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0247 || HITRATE@5 Avg: 0.0726 || HITRATE@10 Avg: 0.1047 || NDCG@5 Avg: 0.0490 || NDCG@10 Avg: 0.0594
2023-09-21 13:57:20,307:	[Coach] >>> TEST  @Epoch: 255  >>> 
2023-09-21 13:57:24,750:	[Wall TIME] >>> ChiefCoach.train takes 4.442416 seconds ...
2023-09-21 13:57:24,833:	[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 6.71693
2023-09-21 13:57:24,834:	[Coach] >>> VALID @Epoch: 256  >>> 
2023-09-21 13:57:24,834:	[Coach] >>> TEST  @Epoch: 256  >>> 
2023-09-21 13:57:31,047:	[Wall TIME] >>> ChiefCoach.train takes 6.212962 seconds ...
2023-09-21 13:57:31,116:	[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 6.70798
2023-09-21 13:57:31,116:	[Coach] >>> VALID @Epoch: 257  >>> 
2023-09-21 13:57:31,116:	[Coach] >>> TEST  @Epoch: 257  >>> 
2023-09-21 13:57:37,340:	[Wall TIME] >>> ChiefCoach.train takes 6.224330 seconds ...
2023-09-21 13:57:37,406:	[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 6.67958
2023-09-21 13:57:37,406:	[Coach] >>> VALID @Epoch: 258  >>> 
2023-09-21 13:57:37,406:	[Coach] >>> TEST  @Epoch: 258  >>> 
2023-09-21 13:57:43,738:	[Wall TIME] >>> ChiefCoach.train takes 6.331475 seconds ...
2023-09-21 13:57:43,809:	[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 6.70856
2023-09-21 13:57:43,809:	[Coach] >>> VALID @Epoch: 259  >>> 
2023-09-21 13:57:43,809:	[Coach] >>> TEST  @Epoch: 259  >>> 
2023-09-21 13:57:50,019:	[Wall TIME] >>> ChiefCoach.train takes 6.209622 seconds ...
2023-09-21 13:57:55,186:	[Wall TIME] >>> ChiefCoach.valid takes 5.095610 seconds ...
2023-09-21 13:57:55,187:	[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 6.70559
2023-09-21 13:57:55,187:	[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0258 || HITRATE@5 Avg: 0.0724 || HITRATE@10 Avg: 0.1033 || NDCG@5 Avg: 0.0493 || NDCG@10 Avg: 0.0593
2023-09-21 13:57:55,187:	[Coach] >>> TEST  @Epoch: 260  >>> 
2023-09-21 13:58:00,028:	[Wall TIME] >>> ChiefCoach.train takes 4.841209 seconds ...
2023-09-21 13:58:00,098:	[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 6.70402
2023-09-21 13:58:00,098:	[Coach] >>> VALID @Epoch: 261  >>> 
2023-09-21 13:58:00,098:	[Coach] >>> TEST  @Epoch: 261  >>> 
2023-09-21 13:58:06,315:	[Wall TIME] >>> ChiefCoach.train takes 6.216881 seconds ...
2023-09-21 13:58:06,379:	[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 6.70427
2023-09-21 13:58:06,379:	[Coach] >>> VALID @Epoch: 262  >>> 
2023-09-21 13:58:06,379:	[Coach] >>> TEST  @Epoch: 262  >>> 
2023-09-21 13:58:12,595:	[Wall TIME] >>> ChiefCoach.train takes 6.215210 seconds ...
2023-09-21 13:58:12,660:	[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 6.70765
2023-09-21 13:58:12,661:	[Coach] >>> VALID @Epoch: 263  >>> 
2023-09-21 13:58:12,661:	[Coach] >>> TEST  @Epoch: 263  >>> 
2023-09-21 13:58:19,005:	[Wall TIME] >>> ChiefCoach.train takes 6.343771 seconds ...
2023-09-21 13:58:19,113:	[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 6.69413
2023-09-21 13:58:19,113:	[Coach] >>> VALID @Epoch: 264  >>> 
2023-09-21 13:58:19,113:	[Coach] >>> TEST  @Epoch: 264  >>> 
2023-09-21 13:58:25,389:	[Wall TIME] >>> ChiefCoach.train takes 6.275607 seconds ...
2023-09-21 13:58:30,284:	[Wall TIME] >>> ChiefCoach.valid takes 4.833128 seconds ...
2023-09-21 13:58:30,285:	[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 6.68835
2023-09-21 13:58:30,285:	[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0266 || HITRATE@5 Avg: 0.0731 || HITRATE@10 Avg: 0.1028 || NDCG@5 Avg: 0.0500 || NDCG@10 Avg: 0.0596
2023-09-21 13:58:30,285:	[Coach] >>> TEST  @Epoch: 265  >>> 
2023-09-21 13:58:34,899:	[Wall TIME] >>> ChiefCoach.train takes 4.614237 seconds ...
2023-09-21 13:58:34,984:	[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 6.69359
2023-09-21 13:58:34,984:	[Coach] >>> VALID @Epoch: 266  >>> 
2023-09-21 13:58:34,985:	[Coach] >>> TEST  @Epoch: 266  >>> 
2023-09-21 13:58:41,119:	[Wall TIME] >>> ChiefCoach.train takes 6.134008 seconds ...
2023-09-21 13:58:41,302:	[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 6.68075
2023-09-21 13:58:41,302:	[Coach] >>> VALID @Epoch: 267  >>> 
2023-09-21 13:58:41,302:	[Coach] >>> TEST  @Epoch: 267  >>> 
2023-09-21 13:58:47,495:	[Wall TIME] >>> ChiefCoach.train takes 6.192615 seconds ...
2023-09-21 13:58:47,557:	[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 6.68619
2023-09-21 13:58:47,557:	[Coach] >>> VALID @Epoch: 268  >>> 
2023-09-21 13:58:47,557:	[Coach] >>> TEST  @Epoch: 268  >>> 
2023-09-21 13:58:53,759:	[Wall TIME] >>> ChiefCoach.train takes 6.201282 seconds ...
2023-09-21 13:58:53,834:	[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 6.68013
2023-09-21 13:58:53,835:	[Coach] >>> VALID @Epoch: 269  >>> 
2023-09-21 13:58:53,835:	[Coach] >>> TEST  @Epoch: 269  >>> 
2023-09-21 13:59:00,045:	[Wall TIME] >>> ChiefCoach.train takes 6.210279 seconds ...
2023-09-21 13:59:04,818:	[Wall TIME] >>> ChiefCoach.valid takes 4.710995 seconds ...
2023-09-21 13:59:04,818:	[Coach] >>> Better ***NDCG@10*** of ***0.0605*** 
2023-09-21 13:59:04,839:	[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 6.68343
2023-09-21 13:59:04,839:	[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0260 || HITRATE@5 Avg: 0.0742 || HITRATE@10 Avg: 0.1058 || NDCG@5 Avg: 0.0504 || NDCG@10 Avg: 0.0605
2023-09-21 13:59:04,839:	[Coach] >>> TEST  @Epoch: 270  >>> 
2023-09-21 13:59:09,584:	[Wall TIME] >>> ChiefCoach.train takes 4.745224 seconds ...
2023-09-21 13:59:09,655:	[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 6.67623
2023-09-21 13:59:09,655:	[Coach] >>> VALID @Epoch: 271  >>> 
2023-09-21 13:59:09,655:	[Coach] >>> TEST  @Epoch: 271  >>> 
2023-09-21 13:59:15,754:	[Wall TIME] >>> ChiefCoach.train takes 6.098882 seconds ...
2023-09-21 13:59:15,827:	[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 6.67077
2023-09-21 13:59:15,827:	[Coach] >>> VALID @Epoch: 272  >>> 
2023-09-21 13:59:15,828:	[Coach] >>> TEST  @Epoch: 272  >>> 
2023-09-21 13:59:22,095:	[Wall TIME] >>> ChiefCoach.train takes 6.267712 seconds ...
2023-09-21 13:59:22,172:	[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 6.68979
2023-09-21 13:59:22,172:	[Coach] >>> VALID @Epoch: 273  >>> 
2023-09-21 13:59:22,172:	[Coach] >>> TEST  @Epoch: 273  >>> 
2023-09-21 13:59:28,435:	[Wall TIME] >>> ChiefCoach.train takes 6.262669 seconds ...
2023-09-21 13:59:28,510:	[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 6.70116
2023-09-21 13:59:28,511:	[Coach] >>> VALID @Epoch: 274  >>> 
2023-09-21 13:59:28,511:	[Coach] >>> TEST  @Epoch: 274  >>> 
2023-09-21 13:59:34,680:	[Wall TIME] >>> ChiefCoach.train takes 6.168675 seconds ...
2023-09-21 13:59:39,920:	[Wall TIME] >>> ChiefCoach.valid takes 5.168261 seconds ...
2023-09-21 13:59:39,921:	[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 6.68194
2023-09-21 13:59:39,921:	[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0249 || HITRATE@5 Avg: 0.0733 || HITRATE@10 Avg: 0.1060 || NDCG@5 Avg: 0.0493 || NDCG@10 Avg: 0.0598
2023-09-21 13:59:39,921:	[Coach] >>> TEST  @Epoch: 275  >>> 
2023-09-21 13:59:44,572:	[Wall TIME] >>> ChiefCoach.train takes 4.650454 seconds ...
2023-09-21 13:59:44,638:	[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 6.67345
2023-09-21 13:59:44,639:	[Coach] >>> VALID @Epoch: 276  >>> 
2023-09-21 13:59:44,639:	[Coach] >>> TEST  @Epoch: 276  >>> 
2023-09-21 13:59:50,918:	[Wall TIME] >>> ChiefCoach.train takes 6.278797 seconds ...
2023-09-21 13:59:50,987:	[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 6.67412
2023-09-21 13:59:50,987:	[Coach] >>> VALID @Epoch: 277  >>> 
2023-09-21 13:59:50,987:	[Coach] >>> TEST  @Epoch: 277  >>> 
2023-09-21 13:59:57,264:	[Wall TIME] >>> ChiefCoach.train takes 6.277365 seconds ...
2023-09-21 13:59:57,336:	[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 6.67858
2023-09-21 13:59:57,336:	[Coach] >>> VALID @Epoch: 278  >>> 
2023-09-21 13:59:57,337:	[Coach] >>> TEST  @Epoch: 278  >>> 
2023-09-21 14:00:03,489:	[Wall TIME] >>> ChiefCoach.train takes 6.152625 seconds ...
2023-09-21 14:00:03,553:	[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 6.69973
2023-09-21 14:00:03,553:	[Coach] >>> VALID @Epoch: 279  >>> 
2023-09-21 14:00:03,553:	[Coach] >>> TEST  @Epoch: 279  >>> 
2023-09-21 14:00:09,805:	[Wall TIME] >>> ChiefCoach.train takes 6.250993 seconds ...
2023-09-21 14:00:15,063:	[Wall TIME] >>> ChiefCoach.valid takes 5.190785 seconds ...
2023-09-21 14:00:15,064:	[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 6.68830
2023-09-21 14:00:15,064:	[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0252 || HITRATE@5 Avg: 0.0728 || HITRATE@10 Avg: 0.1049 || NDCG@5 Avg: 0.0493 || NDCG@10 Avg: 0.0597
2023-09-21 14:00:15,064:	[Coach] >>> TEST  @Epoch: 280  >>> 
2023-09-21 14:00:19,832:	[Wall TIME] >>> ChiefCoach.train takes 4.768157 seconds ...
2023-09-21 14:00:19,955:	[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 6.67292
2023-09-21 14:00:19,956:	[Coach] >>> VALID @Epoch: 281  >>> 
2023-09-21 14:00:19,956:	[Coach] >>> TEST  @Epoch: 281  >>> 
2023-09-21 14:00:26,039:	[Wall TIME] >>> ChiefCoach.train takes 6.083220 seconds ...
2023-09-21 14:00:26,150:	[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 6.63829
2023-09-21 14:00:26,150:	[Coach] >>> VALID @Epoch: 282  >>> 
2023-09-21 14:00:26,150:	[Coach] >>> TEST  @Epoch: 282  >>> 
2023-09-21 14:00:32,361:	[Wall TIME] >>> ChiefCoach.train takes 6.210840 seconds ...
2023-09-21 14:00:32,423:	[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 6.68748
2023-09-21 14:00:32,423:	[Coach] >>> VALID @Epoch: 283  >>> 
2023-09-21 14:00:32,424:	[Coach] >>> TEST  @Epoch: 283  >>> 
2023-09-21 14:00:38,727:	[Wall TIME] >>> ChiefCoach.train takes 6.303006 seconds ...
2023-09-21 14:00:38,794:	[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 6.64123
2023-09-21 14:00:38,795:	[Coach] >>> VALID @Epoch: 284  >>> 
2023-09-21 14:00:38,795:	[Coach] >>> TEST  @Epoch: 284  >>> 
2023-09-21 14:00:44,921:	[Wall TIME] >>> ChiefCoach.train takes 6.126023 seconds ...
2023-09-21 14:00:50,186:	[Wall TIME] >>> ChiefCoach.valid takes 5.203259 seconds ...
2023-09-21 14:00:50,186:	[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 6.65481
2023-09-21 14:00:50,186:	[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0250 || HITRATE@5 Avg: 0.0736 || HITRATE@10 Avg: 0.1047 || NDCG@5 Avg: 0.0495 || NDCG@10 Avg: 0.0595
2023-09-21 14:00:50,186:	[Coach] >>> TEST  @Epoch: 285  >>> 
2023-09-21 14:00:55,077:	[Wall TIME] >>> ChiefCoach.train takes 4.890102 seconds ...
2023-09-21 14:00:55,143:	[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 6.65354
2023-09-21 14:00:55,143:	[Coach] >>> VALID @Epoch: 286  >>> 
2023-09-21 14:00:55,143:	[Coach] >>> TEST  @Epoch: 286  >>> 
2023-09-21 14:01:01,372:	[Wall TIME] >>> ChiefCoach.train takes 6.228437 seconds ...
2023-09-21 14:01:01,449:	[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 6.65820
2023-09-21 14:01:01,449:	[Coach] >>> VALID @Epoch: 287  >>> 
2023-09-21 14:01:01,449:	[Coach] >>> TEST  @Epoch: 287  >>> 
2023-09-21 14:01:07,630:	[Wall TIME] >>> ChiefCoach.train takes 6.180134 seconds ...
2023-09-21 14:01:07,693:	[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 6.65011
2023-09-21 14:01:07,693:	[Coach] >>> VALID @Epoch: 288  >>> 
2023-09-21 14:01:07,693:	[Coach] >>> TEST  @Epoch: 288  >>> 
2023-09-21 14:01:13,988:	[Wall TIME] >>> ChiefCoach.train takes 6.294228 seconds ...
2023-09-21 14:01:14,058:	[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 6.67113
2023-09-21 14:01:14,058:	[Coach] >>> VALID @Epoch: 289  >>> 
2023-09-21 14:01:14,058:	[Coach] >>> TEST  @Epoch: 289  >>> 
2023-09-21 14:01:20,375:	[Wall TIME] >>> ChiefCoach.train takes 6.316283 seconds ...
2023-09-21 14:01:25,356:	[Wall TIME] >>> ChiefCoach.valid takes 4.909189 seconds ...
2023-09-21 14:01:25,356:	[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 6.63672
2023-09-21 14:01:25,356:	[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0243 || HITRATE@5 Avg: 0.0747 || HITRATE@10 Avg: 0.1046 || NDCG@5 Avg: 0.0497 || NDCG@10 Avg: 0.0594
2023-09-21 14:01:25,356:	[Coach] >>> TEST  @Epoch: 290  >>> 
2023-09-21 14:01:30,420:	[Wall TIME] >>> ChiefCoach.train takes 5.063375 seconds ...
2023-09-21 14:01:30,677:	[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 6.64344
2023-09-21 14:01:30,677:	[Coach] >>> VALID @Epoch: 291  >>> 
2023-09-21 14:01:30,677:	[Coach] >>> TEST  @Epoch: 291  >>> 
2023-09-21 14:01:36,777:	[Wall TIME] >>> ChiefCoach.train takes 6.100123 seconds ...
2023-09-21 14:01:36,854:	[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 6.60692
2023-09-21 14:01:36,854:	[Coach] >>> VALID @Epoch: 292  >>> 
2023-09-21 14:01:36,854:	[Coach] >>> TEST  @Epoch: 292  >>> 
2023-09-21 14:01:43,295:	[Wall TIME] >>> ChiefCoach.train takes 6.440142 seconds ...
2023-09-21 14:01:43,359:	[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 6.63248
2023-09-21 14:01:43,359:	[Coach] >>> VALID @Epoch: 293  >>> 
2023-09-21 14:01:43,359:	[Coach] >>> TEST  @Epoch: 293  >>> 
2023-09-21 14:01:49,661:	[Wall TIME] >>> ChiefCoach.train takes 6.300978 seconds ...
2023-09-21 14:01:49,728:	[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 6.65635
2023-09-21 14:01:49,728:	[Coach] >>> VALID @Epoch: 294  >>> 
2023-09-21 14:01:49,728:	[Coach] >>> TEST  @Epoch: 294  >>> 
2023-09-21 14:01:55,925:	[Wall TIME] >>> ChiefCoach.train takes 6.196610 seconds ...
2023-09-21 14:02:00,745:	[Wall TIME] >>> ChiefCoach.valid takes 4.704894 seconds ...
2023-09-21 14:02:00,746:	[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 6.66511
2023-09-21 14:02:00,746:	[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0240 || HITRATE@5 Avg: 0.0709 || HITRATE@10 Avg: 0.1037 || NDCG@5 Avg: 0.0476 || NDCG@10 Avg: 0.0581
2023-09-21 14:02:00,746:	[Coach] >>> TEST  @Epoch: 295  >>> 
2023-09-21 14:02:05,735:	[Wall TIME] >>> ChiefCoach.train takes 4.988809 seconds ...
2023-09-21 14:02:05,799:	[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 6.64444
2023-09-21 14:02:05,799:	[Coach] >>> VALID @Epoch: 296  >>> 
2023-09-21 14:02:05,799:	[Coach] >>> TEST  @Epoch: 296  >>> 
2023-09-21 14:02:12,094:	[Wall TIME] >>> ChiefCoach.train takes 6.294860 seconds ...
2023-09-21 14:02:12,156:	[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 6.64361
2023-09-21 14:02:12,156:	[Coach] >>> VALID @Epoch: 297  >>> 
2023-09-21 14:02:12,156:	[Coach] >>> TEST  @Epoch: 297  >>> 
2023-09-21 14:02:18,329:	[Wall TIME] >>> ChiefCoach.train takes 6.172685 seconds ...
2023-09-21 14:02:18,405:	[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 6.63969
2023-09-21 14:02:18,405:	[Coach] >>> VALID @Epoch: 298  >>> 
2023-09-21 14:02:18,405:	[Coach] >>> TEST  @Epoch: 298  >>> 
2023-09-21 14:02:24,686:	[Wall TIME] >>> ChiefCoach.train takes 6.280631 seconds ...
2023-09-21 14:02:24,764:	[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 6.63162
2023-09-21 14:02:24,764:	[Coach] >>> VALID @Epoch: 299  >>> 
2023-09-21 14:02:24,764:	[Coach] >>> TEST  @Epoch: 299  >>> 
2023-09-21 14:02:30,872:	[Wall TIME] >>> ChiefCoach.train takes 6.108254 seconds ...
2023-09-21 14:02:35,498:	[Wall TIME] >>> ChiefCoach.valid takes 4.555277 seconds ...
2023-09-21 14:02:35,499:	[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 6.65445
2023-09-21 14:02:35,499:	[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0242 || HITRATE@5 Avg: 0.0734 || HITRATE@10 Avg: 0.1057 || NDCG@5 Avg: 0.0492 || NDCG@10 Avg: 0.0596
2023-09-21 14:02:35,499:	[Coach] >>> TEST  @Epoch: 300  >>> 
2023-09-21 14:02:40,406:	[Wall TIME] >>> ChiefCoach.train takes 4.907377 seconds ...
2023-09-21 14:02:40,473:	[Coach] >>> TRAIN @Epoch: 301  >>>  || LOSS Avg: 6.63177
2023-09-21 14:02:40,473:	[Coach] >>> VALID @Epoch: 301  >>> 
2023-09-21 14:02:40,473:	[Coach] >>> TEST  @Epoch: 301  >>> 
2023-09-21 14:02:46,730:	[Wall TIME] >>> ChiefCoach.train takes 6.256539 seconds ...
2023-09-21 14:02:46,795:	[Coach] >>> TRAIN @Epoch: 302  >>>  || LOSS Avg: 6.60698
2023-09-21 14:02:46,795:	[Coach] >>> VALID @Epoch: 302  >>> 
2023-09-21 14:02:46,795:	[Coach] >>> TEST  @Epoch: 302  >>> 
2023-09-21 14:02:52,854:	[Wall TIME] >>> ChiefCoach.train takes 6.058376 seconds ...
2023-09-21 14:02:52,916:	[Coach] >>> TRAIN @Epoch: 303  >>>  || LOSS Avg: 6.63685
2023-09-21 14:02:52,916:	[Coach] >>> VALID @Epoch: 303  >>> 
2023-09-21 14:02:52,916:	[Coach] >>> TEST  @Epoch: 303  >>> 
2023-09-21 14:02:59,137:	[Wall TIME] >>> ChiefCoach.train takes 6.220830 seconds ...
2023-09-21 14:02:59,202:	[Coach] >>> TRAIN @Epoch: 304  >>>  || LOSS Avg: 6.64522
2023-09-21 14:02:59,202:	[Coach] >>> VALID @Epoch: 304  >>> 
2023-09-21 14:02:59,202:	[Coach] >>> TEST  @Epoch: 304  >>> 
2023-09-21 14:03:05,465:	[Wall TIME] >>> ChiefCoach.train takes 6.262652 seconds ...
2023-09-21 14:03:10,338:	[Wall TIME] >>> ChiefCoach.valid takes 4.807331 seconds ...
2023-09-21 14:03:10,338:	[Coach] >>> TRAIN @Epoch: 305  >>>  || LOSS Avg: 6.64124
2023-09-21 14:03:10,338:	[Coach] >>> VALID @Epoch: 305  >>>  || HITRATE@1 Avg: 0.0238 || HITRATE@5 Avg: 0.0706 || HITRATE@10 Avg: 0.1042 || NDCG@5 Avg: 0.0476 || NDCG@10 Avg: 0.0585
2023-09-21 14:03:10,338:	[Coach] >>> TEST  @Epoch: 305  >>> 
2023-09-21 14:03:14,923:	[Wall TIME] >>> ChiefCoach.train takes 4.584188 seconds ...
2023-09-21 14:03:15,116:	[Coach] >>> TRAIN @Epoch: 306  >>>  || LOSS Avg: 6.61198
2023-09-21 14:03:15,117:	[Coach] >>> VALID @Epoch: 306  >>> 
2023-09-21 14:03:15,117:	[Coach] >>> TEST  @Epoch: 306  >>> 
2023-09-21 14:03:21,433:	[Wall TIME] >>> ChiefCoach.train takes 6.315921 seconds ...
2023-09-21 14:03:21,495:	[Coach] >>> TRAIN @Epoch: 307  >>>  || LOSS Avg: 6.65027
2023-09-21 14:03:21,495:	[Coach] >>> VALID @Epoch: 307  >>> 
2023-09-21 14:03:21,495:	[Coach] >>> TEST  @Epoch: 307  >>> 
2023-09-21 14:03:27,844:	[Wall TIME] >>> ChiefCoach.train takes 6.349174 seconds ...
2023-09-21 14:03:27,909:	[Coach] >>> TRAIN @Epoch: 308  >>>  || LOSS Avg: 6.61641
2023-09-21 14:03:27,909:	[Coach] >>> VALID @Epoch: 308  >>> 
2023-09-21 14:03:27,909:	[Coach] >>> TEST  @Epoch: 308  >>> 
2023-09-21 14:03:34,099:	[Wall TIME] >>> ChiefCoach.train takes 6.189666 seconds ...
2023-09-21 14:03:34,164:	[Coach] >>> TRAIN @Epoch: 309  >>>  || LOSS Avg: 6.62118
2023-09-21 14:03:34,164:	[Coach] >>> VALID @Epoch: 309  >>> 
2023-09-21 14:03:34,164:	[Coach] >>> TEST  @Epoch: 309  >>> 
2023-09-21 14:03:40,443:	[Wall TIME] >>> ChiefCoach.train takes 6.278696 seconds ...
2023-09-21 14:03:45,709:	[Wall TIME] >>> ChiefCoach.valid takes 5.199659 seconds ...
2023-09-21 14:03:45,709:	[Coach] >>> TRAIN @Epoch: 310  >>>  || LOSS Avg: 6.64803
2023-09-21 14:03:45,710:	[Coach] >>> VALID @Epoch: 310  >>>  || HITRATE@1 Avg: 0.0228 || HITRATE@5 Avg: 0.0748 || HITRATE@10 Avg: 0.1064 || NDCG@5 Avg: 0.0493 || NDCG@10 Avg: 0.0594
2023-09-21 14:03:45,710:	[Coach] >>> TEST  @Epoch: 310  >>> 
2023-09-21 14:03:50,278:	[Wall TIME] >>> ChiefCoach.train takes 4.567946 seconds ...
2023-09-21 14:03:50,363:	[Coach] >>> TRAIN @Epoch: 311  >>>  || LOSS Avg: 6.60606
2023-09-21 14:03:50,363:	[Coach] >>> VALID @Epoch: 311  >>> 
2023-09-21 14:03:50,364:	[Coach] >>> TEST  @Epoch: 311  >>> 
2023-09-21 14:03:56,978:	[Wall TIME] >>> ChiefCoach.train takes 6.613710 seconds ...
2023-09-21 14:03:57,066:	[Coach] >>> TRAIN @Epoch: 312  >>>  || LOSS Avg: 6.61989
2023-09-21 14:03:57,067:	[Coach] >>> VALID @Epoch: 312  >>> 
2023-09-21 14:03:57,067:	[Coach] >>> TEST  @Epoch: 312  >>> 
2023-09-21 14:04:03,553:	[Wall TIME] >>> ChiefCoach.train takes 6.485559 seconds ...
2023-09-21 14:04:03,620:	[Coach] >>> TRAIN @Epoch: 313  >>>  || LOSS Avg: 6.61309
2023-09-21 14:04:03,620:	[Coach] >>> VALID @Epoch: 313  >>> 
2023-09-21 14:04:03,620:	[Coach] >>> TEST  @Epoch: 313  >>> 
2023-09-21 14:04:10,068:	[Wall TIME] >>> ChiefCoach.train takes 6.447515 seconds ...
2023-09-21 14:04:10,137:	[Coach] >>> TRAIN @Epoch: 314  >>>  || LOSS Avg: 6.62555
2023-09-21 14:04:10,137:	[Coach] >>> VALID @Epoch: 314  >>> 
2023-09-21 14:04:10,137:	[Coach] >>> TEST  @Epoch: 314  >>> 
2023-09-21 14:04:16,765:	[Wall TIME] >>> ChiefCoach.train takes 6.626899 seconds ...
2023-09-21 14:04:21,920:	[Wall TIME] >>> ChiefCoach.valid takes 5.071122 seconds ...
2023-09-21 14:04:21,920:	[Coach] >>> Better ***NDCG@10*** of ***0.0606*** 
2023-09-21 14:04:21,941:	[Coach] >>> TRAIN @Epoch: 315  >>>  || LOSS Avg: 6.60589
2023-09-21 14:04:21,941:	[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0263 || HITRATE@5 Avg: 0.0736 || HITRATE@10 Avg: 0.1051 || NDCG@5 Avg: 0.0505 || NDCG@10 Avg: 0.0606
2023-09-21 14:04:21,941:	[Coach] >>> TEST  @Epoch: 315  >>> 
2023-09-21 14:04:26,657:	[Wall TIME] >>> ChiefCoach.train takes 4.716318 seconds ...
2023-09-21 14:04:26,736:	[Coach] >>> TRAIN @Epoch: 316  >>>  || LOSS Avg: 6.60464
2023-09-21 14:04:26,736:	[Coach] >>> VALID @Epoch: 316  >>> 
2023-09-21 14:04:26,736:	[Coach] >>> TEST  @Epoch: 316  >>> 
2023-09-21 14:04:33,346:	[Wall TIME] >>> ChiefCoach.train takes 6.609487 seconds ...
2023-09-21 14:04:33,432:	[Coach] >>> TRAIN @Epoch: 317  >>>  || LOSS Avg: 6.61915
2023-09-21 14:04:33,432:	[Coach] >>> VALID @Epoch: 317  >>> 
2023-09-21 14:04:33,432:	[Coach] >>> TEST  @Epoch: 317  >>> 
2023-09-21 14:04:39,731:	[Wall TIME] >>> ChiefCoach.train takes 6.298096 seconds ...
2023-09-21 14:04:39,815:	[Coach] >>> TRAIN @Epoch: 318  >>>  || LOSS Avg: 6.59809
2023-09-21 14:04:39,815:	[Coach] >>> VALID @Epoch: 318  >>> 
2023-09-21 14:04:39,815:	[Coach] >>> TEST  @Epoch: 318  >>> 
2023-09-21 14:04:46,119:	[Wall TIME] >>> ChiefCoach.train takes 6.303731 seconds ...
2023-09-21 14:04:46,190:	[Coach] >>> TRAIN @Epoch: 319  >>>  || LOSS Avg: 6.61423
2023-09-21 14:04:46,190:	[Coach] >>> VALID @Epoch: 319  >>> 
2023-09-21 14:04:46,190:	[Coach] >>> TEST  @Epoch: 319  >>> 
2023-09-21 14:04:52,747:	[Wall TIME] >>> ChiefCoach.train takes 6.556563 seconds ...
2023-09-21 14:04:57,986:	[Wall TIME] >>> ChiefCoach.valid takes 5.148966 seconds ...
2023-09-21 14:04:57,987:	[Coach] >>> TRAIN @Epoch: 320  >>>  || LOSS Avg: 6.60319
2023-09-21 14:04:57,987:	[Coach] >>> VALID @Epoch: 320  >>>  || HITRATE@1 Avg: 0.0261 || HITRATE@5 Avg: 0.0731 || HITRATE@10 Avg: 0.1056 || NDCG@5 Avg: 0.0498 || NDCG@10 Avg: 0.0603
2023-09-21 14:04:57,987:	[Coach] >>> TEST  @Epoch: 320  >>> 
2023-09-21 14:05:02,677:	[Wall TIME] >>> ChiefCoach.train takes 4.689334 seconds ...
2023-09-21 14:05:02,763:	[Coach] >>> TRAIN @Epoch: 321  >>>  || LOSS Avg: 6.63310
2023-09-21 14:05:02,763:	[Coach] >>> VALID @Epoch: 321  >>> 
2023-09-21 14:05:02,763:	[Coach] >>> TEST  @Epoch: 321  >>> 
2023-09-21 14:05:08,996:	[Wall TIME] >>> ChiefCoach.train takes 6.233299 seconds ...
2023-09-21 14:05:09,082:	[Coach] >>> TRAIN @Epoch: 322  >>>  || LOSS Avg: 6.61037
2023-09-21 14:05:09,082:	[Coach] >>> VALID @Epoch: 322  >>> 
2023-09-21 14:05:09,082:	[Coach] >>> TEST  @Epoch: 322  >>> 
2023-09-21 14:05:15,464:	[Wall TIME] >>> ChiefCoach.train takes 6.381792 seconds ...
2023-09-21 14:05:15,548:	[Coach] >>> TRAIN @Epoch: 323  >>>  || LOSS Avg: 6.61413
2023-09-21 14:05:15,548:	[Coach] >>> VALID @Epoch: 323  >>> 
2023-09-21 14:05:15,548:	[Coach] >>> TEST  @Epoch: 323  >>> 
2023-09-21 14:05:21,794:	[Wall TIME] >>> ChiefCoach.train takes 6.245912 seconds ...
2023-09-21 14:05:21,868:	[Coach] >>> TRAIN @Epoch: 324  >>>  || LOSS Avg: 6.60622
2023-09-21 14:05:21,869:	[Coach] >>> VALID @Epoch: 324  >>> 
2023-09-21 14:05:21,869:	[Coach] >>> TEST  @Epoch: 324  >>> 
2023-09-21 14:05:28,231:	[Wall TIME] >>> ChiefCoach.train takes 6.362292 seconds ...
2023-09-21 14:05:33,747:	[Wall TIME] >>> ChiefCoach.valid takes 5.438101 seconds ...
2023-09-21 14:05:33,747:	[Coach] >>> TRAIN @Epoch: 325  >>>  || LOSS Avg: 6.59375
2023-09-21 14:05:33,748:	[Coach] >>> VALID @Epoch: 325  >>>  || HITRATE@1 Avg: 0.0242 || HITRATE@5 Avg: 0.0723 || HITRATE@10 Avg: 0.1042 || NDCG@5 Avg: 0.0487 || NDCG@10 Avg: 0.0591
2023-09-21 14:05:33,748:	[Coach] >>> TEST  @Epoch: 325  >>> 
2023-09-21 14:05:38,376:	[Wall TIME] >>> ChiefCoach.train takes 4.627837 seconds ...
2023-09-21 14:05:38,453:	[Coach] >>> TRAIN @Epoch: 326  >>>  || LOSS Avg: 6.59245
2023-09-21 14:05:38,453:	[Coach] >>> VALID @Epoch: 326  >>> 
2023-09-21 14:05:38,454:	[Coach] >>> TEST  @Epoch: 326  >>> 
2023-09-21 14:05:44,506:	[Wall TIME] >>> ChiefCoach.train takes 6.051888 seconds ...
2023-09-21 14:05:44,585:	[Coach] >>> TRAIN @Epoch: 327  >>>  || LOSS Avg: 6.59855
2023-09-21 14:05:44,586:	[Coach] >>> VALID @Epoch: 327  >>> 
2023-09-21 14:05:44,586:	[Coach] >>> TEST  @Epoch: 327  >>> 
2023-09-21 14:05:51,020:	[Wall TIME] >>> ChiefCoach.train takes 6.434035 seconds ...
2023-09-21 14:05:51,112:	[Coach] >>> TRAIN @Epoch: 328  >>>  || LOSS Avg: 6.61065
2023-09-21 14:05:51,113:	[Coach] >>> VALID @Epoch: 328  >>> 
2023-09-21 14:05:51,113:	[Coach] >>> TEST  @Epoch: 328  >>> 
2023-09-21 14:05:57,484:	[Wall TIME] >>> ChiefCoach.train takes 6.371257 seconds ...
2023-09-21 14:05:57,576:	[Coach] >>> TRAIN @Epoch: 329  >>>  || LOSS Avg: 6.61278
2023-09-21 14:05:57,576:	[Coach] >>> VALID @Epoch: 329  >>> 
2023-09-21 14:05:57,576:	[Coach] >>> TEST  @Epoch: 329  >>> 
2023-09-21 14:06:03,981:	[Wall TIME] >>> ChiefCoach.train takes 6.404755 seconds ...
2023-09-21 14:06:09,526:	[Wall TIME] >>> ChiefCoach.valid takes 5.457106 seconds ...
2023-09-21 14:06:09,527:	[Coach] >>> TRAIN @Epoch: 330  >>>  || LOSS Avg: 6.59034
2023-09-21 14:06:09,527:	[Coach] >>> VALID @Epoch: 330  >>>  || HITRATE@1 Avg: 0.0245 || HITRATE@5 Avg: 0.0729 || HITRATE@10 Avg: 0.1050 || NDCG@5 Avg: 0.0490 || NDCG@10 Avg: 0.0593
2023-09-21 14:06:09,527:	[Coach] >>> TEST  @Epoch: 330  >>> 
2023-09-21 14:06:14,304:	[Wall TIME] >>> ChiefCoach.train takes 4.776328 seconds ...
2023-09-21 14:06:14,395:	[Coach] >>> TRAIN @Epoch: 331  >>>  || LOSS Avg: 6.60555
2023-09-21 14:06:14,395:	[Coach] >>> VALID @Epoch: 331  >>> 
2023-09-21 14:06:14,395:	[Coach] >>> TEST  @Epoch: 331  >>> 
2023-09-21 14:06:20,803:	[Wall TIME] >>> ChiefCoach.train takes 6.407948 seconds ...
2023-09-21 14:06:20,891:	[Coach] >>> TRAIN @Epoch: 332  >>>  || LOSS Avg: 6.59281
2023-09-21 14:06:20,891:	[Coach] >>> VALID @Epoch: 332  >>> 
2023-09-21 14:06:20,891:	[Coach] >>> TEST  @Epoch: 332  >>> 
2023-09-21 14:06:27,165:	[Wall TIME] >>> ChiefCoach.train takes 6.273535 seconds ...
2023-09-21 14:06:27,252:	[Coach] >>> TRAIN @Epoch: 333  >>>  || LOSS Avg: 6.59977
2023-09-21 14:06:27,252:	[Coach] >>> VALID @Epoch: 333  >>> 
2023-09-21 14:06:27,252:	[Coach] >>> TEST  @Epoch: 333  >>> 
2023-09-21 14:06:33,614:	[Wall TIME] >>> ChiefCoach.train takes 6.361252 seconds ...
2023-09-21 14:06:33,698:	[Coach] >>> TRAIN @Epoch: 334  >>>  || LOSS Avg: 6.57481
2023-09-21 14:06:33,698:	[Coach] >>> VALID @Epoch: 334  >>> 
2023-09-21 14:06:33,698:	[Coach] >>> TEST  @Epoch: 334  >>> 
2023-09-21 14:06:40,099:	[Wall TIME] >>> ChiefCoach.train takes 6.400782 seconds ...
2023-09-21 14:06:45,599:	[Wall TIME] >>> ChiefCoach.valid takes 5.402247 seconds ...
2023-09-21 14:06:45,599:	[Coach] >>> TRAIN @Epoch: 335  >>>  || LOSS Avg: 6.58199
2023-09-21 14:06:45,599:	[Coach] >>> VALID @Epoch: 335  >>>  || HITRATE@1 Avg: 0.0245 || HITRATE@5 Avg: 0.0754 || HITRATE@10 Avg: 0.1063 || NDCG@5 Avg: 0.0501 || NDCG@10 Avg: 0.0601
2023-09-21 14:06:45,599:	[Coach] >>> TEST  @Epoch: 335  >>> 
2023-09-21 14:06:50,254:	[Wall TIME] >>> ChiefCoach.train takes 4.654351 seconds ...
2023-09-21 14:06:50,326:	[Coach] >>> TRAIN @Epoch: 336  >>>  || LOSS Avg: 6.58530
2023-09-21 14:06:50,326:	[Coach] >>> VALID @Epoch: 336  >>> 
2023-09-21 14:06:50,326:	[Coach] >>> TEST  @Epoch: 336  >>> 
2023-09-21 14:06:56,647:	[Wall TIME] >>> ChiefCoach.train takes 6.321088 seconds ...
2023-09-21 14:06:56,732:	[Coach] >>> TRAIN @Epoch: 337  >>>  || LOSS Avg: 6.61437
2023-09-21 14:06:56,732:	[Coach] >>> VALID @Epoch: 337  >>> 
2023-09-21 14:06:56,733:	[Coach] >>> TEST  @Epoch: 337  >>> 
2023-09-21 14:07:03,204:	[Wall TIME] >>> ChiefCoach.train takes 6.470665 seconds ...
2023-09-21 14:07:03,291:	[Coach] >>> TRAIN @Epoch: 338  >>>  || LOSS Avg: 6.56486
2023-09-21 14:07:03,291:	[Coach] >>> VALID @Epoch: 338  >>> 
2023-09-21 14:07:03,291:	[Coach] >>> TEST  @Epoch: 338  >>> 
2023-09-21 14:07:09,680:	[Wall TIME] >>> ChiefCoach.train takes 6.388206 seconds ...
2023-09-21 14:07:09,766:	[Coach] >>> TRAIN @Epoch: 339  >>>  || LOSS Avg: 6.57596
2023-09-21 14:07:09,766:	[Coach] >>> VALID @Epoch: 339  >>> 
2023-09-21 14:07:09,766:	[Coach] >>> TEST  @Epoch: 339  >>> 
2023-09-21 14:07:16,107:	[Wall TIME] >>> ChiefCoach.train takes 6.340109 seconds ...
2023-09-21 14:07:21,523:	[Wall TIME] >>> ChiefCoach.valid takes 5.331478 seconds ...
2023-09-21 14:07:21,523:	[Coach] >>> TRAIN @Epoch: 340  >>>  || LOSS Avg: 6.57681
2023-09-21 14:07:21,523:	[Coach] >>> VALID @Epoch: 340  >>>  || HITRATE@1 Avg: 0.0244 || HITRATE@5 Avg: 0.0724 || HITRATE@10 Avg: 0.1054 || NDCG@5 Avg: 0.0486 || NDCG@10 Avg: 0.0593
2023-09-21 14:07:21,523:	[Coach] >>> TEST  @Epoch: 340  >>> 
2023-09-21 14:07:26,212:	[Wall TIME] >>> ChiefCoach.train takes 4.688545 seconds ...
2023-09-21 14:07:26,294:	[Coach] >>> TRAIN @Epoch: 341  >>>  || LOSS Avg: 6.57392
2023-09-21 14:07:26,294:	[Coach] >>> VALID @Epoch: 341  >>> 
2023-09-21 14:07:26,294:	[Coach] >>> TEST  @Epoch: 341  >>> 
2023-09-21 14:07:32,812:	[Wall TIME] >>> ChiefCoach.train takes 6.518327 seconds ...
2023-09-21 14:07:32,901:	[Coach] >>> TRAIN @Epoch: 342  >>>  || LOSS Avg: 6.56943
2023-09-21 14:07:32,901:	[Coach] >>> VALID @Epoch: 342  >>> 
2023-09-21 14:07:32,901:	[Coach] >>> TEST  @Epoch: 342  >>> 
2023-09-21 14:07:39,289:	[Wall TIME] >>> ChiefCoach.train takes 6.387231 seconds ...
2023-09-21 14:07:39,379:	[Coach] >>> TRAIN @Epoch: 343  >>>  || LOSS Avg: 6.58703
2023-09-21 14:07:39,379:	[Coach] >>> VALID @Epoch: 343  >>> 
2023-09-21 14:07:39,379:	[Coach] >>> TEST  @Epoch: 343  >>> 
2023-09-21 14:07:45,783:	[Wall TIME] >>> ChiefCoach.train takes 6.403956 seconds ...
2023-09-21 14:07:45,881:	[Coach] >>> TRAIN @Epoch: 344  >>>  || LOSS Avg: 6.60680
2023-09-21 14:07:45,881:	[Coach] >>> VALID @Epoch: 344  >>> 
2023-09-21 14:07:45,881:	[Coach] >>> TEST  @Epoch: 344  >>> 
2023-09-21 14:07:52,167:	[Wall TIME] >>> ChiefCoach.train takes 6.285450 seconds ...
2023-09-21 14:07:57,322:	[Wall TIME] >>> ChiefCoach.valid takes 5.072881 seconds ...
2023-09-21 14:07:57,322:	[Coach] >>> TRAIN @Epoch: 345  >>>  || LOSS Avg: 6.58968
2023-09-21 14:07:57,424:	[Coach] >>> VALID @Epoch: 345  >>>  || HITRATE@1 Avg: 0.0232 || HITRATE@5 Avg: 0.0721 || HITRATE@10 Avg: 0.1053 || NDCG@5 Avg: 0.0479 || NDCG@10 Avg: 0.0586
2023-09-21 14:07:57,424:	[Coach] >>> TEST  @Epoch: 345  >>> 
2023-09-21 14:08:01,962:	[Wall TIME] >>> ChiefCoach.train takes 4.537734 seconds ...
2023-09-21 14:08:02,037:	[Coach] >>> TRAIN @Epoch: 346  >>>  || LOSS Avg: 6.58973
2023-09-21 14:08:02,037:	[Coach] >>> VALID @Epoch: 346  >>> 
2023-09-21 14:08:02,037:	[Coach] >>> TEST  @Epoch: 346  >>> 
2023-09-21 14:08:08,439:	[Wall TIME] >>> ChiefCoach.train takes 6.401737 seconds ...
2023-09-21 14:08:08,524:	[Coach] >>> TRAIN @Epoch: 347  >>>  || LOSS Avg: 6.60424
2023-09-21 14:08:08,524:	[Coach] >>> VALID @Epoch: 347  >>> 
2023-09-21 14:08:08,524:	[Coach] >>> TEST  @Epoch: 347  >>> 
2023-09-21 14:08:14,879:	[Wall TIME] >>> ChiefCoach.train takes 6.355345 seconds ...
2023-09-21 14:08:14,959:	[Coach] >>> TRAIN @Epoch: 348  >>>  || LOSS Avg: 6.58783
2023-09-21 14:08:14,960:	[Coach] >>> VALID @Epoch: 348  >>> 
2023-09-21 14:08:14,960:	[Coach] >>> TEST  @Epoch: 348  >>> 
2023-09-21 14:08:21,473:	[Wall TIME] >>> ChiefCoach.train takes 6.513059 seconds ...
2023-09-21 14:08:21,563:	[Coach] >>> TRAIN @Epoch: 349  >>>  || LOSS Avg: 6.59752
2023-09-21 14:08:21,563:	[Coach] >>> VALID @Epoch: 349  >>> 
2023-09-21 14:08:21,563:	[Coach] >>> TEST  @Epoch: 349  >>> 
2023-09-21 14:08:27,681:	[Wall TIME] >>> ChiefCoach.train takes 6.117763 seconds ...
2023-09-21 14:08:32,916:	[Wall TIME] >>> ChiefCoach.valid takes 5.155668 seconds ...
2023-09-21 14:08:32,917:	[Coach] >>> TRAIN @Epoch: 350  >>>  || LOSS Avg: 6.56366
2023-09-21 14:08:32,917:	[Coach] >>> VALID @Epoch: 350  >>>  || HITRATE@1 Avg: 0.0240 || HITRATE@5 Avg: 0.0742 || HITRATE@10 Avg: 0.1065 || NDCG@5 Avg: 0.0493 || NDCG@10 Avg: 0.0598
2023-09-21 14:08:32,917:	[Coach] >>> TEST  @Epoch: 350  >>> 
2023-09-21 14:08:37,517:	[Wall TIME] >>> ChiefCoach.train takes 4.599608 seconds ...
2023-09-21 14:08:37,589:	[Coach] >>> TRAIN @Epoch: 351  >>>  || LOSS Avg: 6.57151
2023-09-21 14:08:37,590:	[Coach] >>> VALID @Epoch: 351  >>> 
2023-09-21 14:08:37,590:	[Coach] >>> TEST  @Epoch: 351  >>> 
2023-09-21 14:08:43,638:	[Wall TIME] >>> ChiefCoach.train takes 6.047978 seconds ...
2023-09-21 14:08:43,718:	[Coach] >>> TRAIN @Epoch: 352  >>>  || LOSS Avg: 6.58514
2023-09-21 14:08:43,718:	[Coach] >>> VALID @Epoch: 352  >>> 
2023-09-21 14:08:43,718:	[Coach] >>> TEST  @Epoch: 352  >>> 
2023-09-21 14:08:50,144:	[Wall TIME] >>> ChiefCoach.train takes 6.425119 seconds ...
2023-09-21 14:08:50,239:	[Coach] >>> TRAIN @Epoch: 353  >>>  || LOSS Avg: 6.58101
2023-09-21 14:08:50,239:	[Coach] >>> VALID @Epoch: 353  >>> 
2023-09-21 14:08:50,239:	[Coach] >>> TEST  @Epoch: 353  >>> 
2023-09-21 14:08:56,477:	[Wall TIME] >>> ChiefCoach.train takes 6.238219 seconds ...
2023-09-21 14:08:56,558:	[Coach] >>> TRAIN @Epoch: 354  >>>  || LOSS Avg: 6.56728
2023-09-21 14:08:56,558:	[Coach] >>> VALID @Epoch: 354  >>> 
2023-09-21 14:08:56,558:	[Coach] >>> TEST  @Epoch: 354  >>> 
2023-09-21 14:09:02,998:	[Wall TIME] >>> ChiefCoach.train takes 6.439483 seconds ...
2023-09-21 14:09:08,646:	[Wall TIME] >>> ChiefCoach.valid takes 5.567500 seconds ...
2023-09-21 14:09:08,646:	[Coach] >>> TRAIN @Epoch: 355  >>>  || LOSS Avg: 6.59017
2023-09-21 14:09:08,647:	[Coach] >>> VALID @Epoch: 355  >>>  || HITRATE@1 Avg: 0.0247 || HITRATE@5 Avg: 0.0735 || HITRATE@10 Avg: 0.1035 || NDCG@5 Avg: 0.0493 || NDCG@10 Avg: 0.0590
2023-09-21 14:09:08,647:	[Coach] >>> TEST  @Epoch: 355  >>> 
2023-09-21 14:09:13,277:	[Wall TIME] >>> ChiefCoach.train takes 4.630501 seconds ...
2023-09-21 14:09:13,341:	[Coach] >>> TRAIN @Epoch: 356  >>>  || LOSS Avg: 6.59263
2023-09-21 14:09:13,341:	[Coach] >>> VALID @Epoch: 356  >>> 
2023-09-21 14:09:13,341:	[Coach] >>> TEST  @Epoch: 356  >>> 
2023-09-21 14:09:19,471:	[Wall TIME] >>> ChiefCoach.train takes 6.129320 seconds ...
2023-09-21 14:09:19,555:	[Coach] >>> TRAIN @Epoch: 357  >>>  || LOSS Avg: 6.56586
2023-09-21 14:09:19,555:	[Coach] >>> VALID @Epoch: 357  >>> 
2023-09-21 14:09:19,555:	[Coach] >>> TEST  @Epoch: 357  >>> 
2023-09-21 14:09:25,930:	[Wall TIME] >>> ChiefCoach.train takes 6.374493 seconds ...
2023-09-21 14:09:26,013:	[Coach] >>> TRAIN @Epoch: 358  >>>  || LOSS Avg: 6.58198
2023-09-21 14:09:26,013:	[Coach] >>> VALID @Epoch: 358  >>> 
2023-09-21 14:09:26,013:	[Coach] >>> TEST  @Epoch: 358  >>> 
2023-09-21 14:09:32,088:	[Wall TIME] >>> ChiefCoach.train takes 6.074329 seconds ...
2023-09-21 14:09:32,170:	[Coach] >>> TRAIN @Epoch: 359  >>>  || LOSS Avg: 6.55330
2023-09-21 14:09:32,170:	[Coach] >>> VALID @Epoch: 359  >>> 
2023-09-21 14:09:32,170:	[Coach] >>> TEST  @Epoch: 359  >>> 
2023-09-21 14:09:38,397:	[Wall TIME] >>> ChiefCoach.train takes 6.226221 seconds ...
2023-09-21 14:09:43,877:	[Wall TIME] >>> ChiefCoach.valid takes 5.397771 seconds ...
2023-09-21 14:09:43,877:	[Coach] >>> TRAIN @Epoch: 360  >>>  || LOSS Avg: 6.55941
2023-09-21 14:09:43,877:	[Coach] >>> VALID @Epoch: 360  >>>  || HITRATE@1 Avg: 0.0244 || HITRATE@5 Avg: 0.0734 || HITRATE@10 Avg: 0.1033 || NDCG@5 Avg: 0.0490 || NDCG@10 Avg: 0.0587
2023-09-21 14:09:43,877:	[Coach] >>> TEST  @Epoch: 360  >>> 
2023-09-21 14:09:48,600:	[Wall TIME] >>> ChiefCoach.train takes 4.722404 seconds ...
2023-09-21 14:09:48,672:	[Coach] >>> TRAIN @Epoch: 361  >>>  || LOSS Avg: 6.58102
2023-09-21 14:09:48,672:	[Coach] >>> VALID @Epoch: 361  >>> 
2023-09-21 14:09:48,672:	[Coach] >>> TEST  @Epoch: 361  >>> 
2023-09-21 14:09:54,819:	[Wall TIME] >>> ChiefCoach.train takes 6.146347 seconds ...
2023-09-21 14:09:54,902:	[Coach] >>> TRAIN @Epoch: 362  >>>  || LOSS Avg: 6.55938
2023-09-21 14:09:54,902:	[Coach] >>> VALID @Epoch: 362  >>> 
2023-09-21 14:09:54,902:	[Coach] >>> TEST  @Epoch: 362  >>> 
2023-09-21 14:10:01,277:	[Wall TIME] >>> ChiefCoach.train takes 6.374546 seconds ...
2023-09-21 14:10:01,360:	[Coach] >>> TRAIN @Epoch: 363  >>>  || LOSS Avg: 6.57642
2023-09-21 14:10:01,360:	[Coach] >>> VALID @Epoch: 363  >>> 
2023-09-21 14:10:01,360:	[Coach] >>> TEST  @Epoch: 363  >>> 
2023-09-21 14:10:07,761:	[Wall TIME] >>> ChiefCoach.train takes 6.400935 seconds ...
2023-09-21 14:10:07,849:	[Coach] >>> TRAIN @Epoch: 364  >>>  || LOSS Avg: 6.57876
2023-09-21 14:10:07,849:	[Coach] >>> VALID @Epoch: 364  >>> 
2023-09-21 14:10:07,849:	[Coach] >>> TEST  @Epoch: 364  >>> 
2023-09-21 14:10:14,203:	[Wall TIME] >>> ChiefCoach.train takes 6.352891 seconds ...
2023-09-21 14:10:19,592:	[Wall TIME] >>> ChiefCoach.valid takes 5.320767 seconds ...
2023-09-21 14:10:19,593:	[Coach] >>> TRAIN @Epoch: 365  >>>  || LOSS Avg: 6.54864
2023-09-21 14:10:19,593:	[Coach] >>> VALID @Epoch: 365  >>>  || HITRATE@1 Avg: 0.0246 || HITRATE@5 Avg: 0.0737 || HITRATE@10 Avg: 0.1054 || NDCG@5 Avg: 0.0493 || NDCG@10 Avg: 0.0594
2023-09-21 14:10:19,593:	[Coach] >>> TEST  @Epoch: 365  >>> 
2023-09-21 14:10:24,016:	[Wall TIME] >>> ChiefCoach.train takes 4.422521 seconds ...
2023-09-21 14:10:24,094:	[Coach] >>> TRAIN @Epoch: 366  >>>  || LOSS Avg: 6.55496
2023-09-21 14:10:24,094:	[Coach] >>> VALID @Epoch: 366  >>> 
2023-09-21 14:10:24,094:	[Coach] >>> TEST  @Epoch: 366  >>> 
2023-09-21 14:10:29,810:	[Wall TIME] >>> ChiefCoach.train takes 5.715059 seconds ...
2023-09-21 14:10:29,882:	[Coach] >>> TRAIN @Epoch: 367  >>>  || LOSS Avg: 6.56787
2023-09-21 14:10:29,882:	[Coach] >>> VALID @Epoch: 367  >>> 
2023-09-21 14:10:29,882:	[Coach] >>> TEST  @Epoch: 367  >>> 
2023-09-21 14:10:36,149:	[Wall TIME] >>> ChiefCoach.train takes 6.266620 seconds ...
2023-09-21 14:10:36,230:	[Coach] >>> TRAIN @Epoch: 368  >>>  || LOSS Avg: 6.57247
2023-09-21 14:10:36,230:	[Coach] >>> VALID @Epoch: 368  >>> 
2023-09-21 14:10:36,230:	[Coach] >>> TEST  @Epoch: 368  >>> 
2023-09-21 14:10:42,598:	[Wall TIME] >>> ChiefCoach.train takes 6.367426 seconds ...
2023-09-21 14:10:42,675:	[Coach] >>> TRAIN @Epoch: 369  >>>  || LOSS Avg: 6.56456
2023-09-21 14:10:42,675:	[Coach] >>> VALID @Epoch: 369  >>> 
2023-09-21 14:10:42,675:	[Coach] >>> TEST  @Epoch: 369  >>> 
2023-09-21 14:10:49,035:	[Wall TIME] >>> ChiefCoach.train takes 6.359528 seconds ...
2023-09-21 14:10:54,608:	[Wall TIME] >>> ChiefCoach.valid takes 5.488877 seconds ...
2023-09-21 14:10:54,608:	[Coach] >>> TRAIN @Epoch: 370  >>>  || LOSS Avg: 6.56017
2023-09-21 14:10:54,608:	[Coach] >>> VALID @Epoch: 370  >>>  || HITRATE@1 Avg: 0.0236 || HITRATE@5 Avg: 0.0739 || HITRATE@10 Avg: 0.1054 || NDCG@5 Avg: 0.0494 || NDCG@10 Avg: 0.0596
2023-09-21 14:10:54,609:	[Coach] >>> TEST  @Epoch: 370  >>> 
2023-09-21 14:10:59,361:	[Wall TIME] >>> ChiefCoach.train takes 4.752239 seconds ...
2023-09-21 14:10:59,448:	[Coach] >>> TRAIN @Epoch: 371  >>>  || LOSS Avg: 6.55717
2023-09-21 14:10:59,449:	[Coach] >>> VALID @Epoch: 371  >>> 
2023-09-21 14:10:59,449:	[Coach] >>> TEST  @Epoch: 371  >>> 
2023-09-21 14:11:05,248:	[Wall TIME] >>> ChiefCoach.train takes 5.799406 seconds ...
2023-09-21 14:11:05,339:	[Coach] >>> TRAIN @Epoch: 372  >>>  || LOSS Avg: 6.56542
2023-09-21 14:11:05,339:	[Coach] >>> VALID @Epoch: 372  >>> 
2023-09-21 14:11:05,339:	[Coach] >>> TEST  @Epoch: 372  >>> 
2023-09-21 14:11:11,770:	[Wall TIME] >>> ChiefCoach.train takes 6.429935 seconds ...
2023-09-21 14:11:11,857:	[Coach] >>> TRAIN @Epoch: 373  >>>  || LOSS Avg: 6.54543
2023-09-21 14:11:11,858:	[Coach] >>> VALID @Epoch: 373  >>> 
2023-09-21 14:11:11,858:	[Coach] >>> TEST  @Epoch: 373  >>> 
2023-09-21 14:11:18,126:	[Wall TIME] >>> ChiefCoach.train takes 6.267682 seconds ...
2023-09-21 14:11:18,209:	[Coach] >>> TRAIN @Epoch: 374  >>>  || LOSS Avg: 6.54869
2023-09-21 14:11:18,209:	[Coach] >>> VALID @Epoch: 374  >>> 
2023-09-21 14:11:18,209:	[Coach] >>> TEST  @Epoch: 374  >>> 
2023-09-21 14:11:24,483:	[Wall TIME] >>> ChiefCoach.train takes 6.273921 seconds ...
2023-09-21 14:11:29,919:	[Wall TIME] >>> ChiefCoach.valid takes 5.352586 seconds ...
2023-09-21 14:11:29,920:	[Coach] >>> TRAIN @Epoch: 375  >>>  || LOSS Avg: 6.54443
2023-09-21 14:11:29,920:	[Coach] >>> VALID @Epoch: 375  >>>  || HITRATE@1 Avg: 0.0243 || HITRATE@5 Avg: 0.0745 || HITRATE@10 Avg: 0.1046 || NDCG@5 Avg: 0.0496 || NDCG@10 Avg: 0.0593
2023-09-21 14:11:29,920:	[Coach] >>> TEST  @Epoch: 375  >>> 
2023-09-21 14:11:34,792:	[Wall TIME] >>> ChiefCoach.train takes 4.871987 seconds ...
2023-09-21 14:11:34,858:	[Coach] >>> TRAIN @Epoch: 376  >>>  || LOSS Avg: 6.56365
2023-09-21 14:11:34,858:	[Coach] >>> VALID @Epoch: 376  >>> 
2023-09-21 14:11:34,858:	[Coach] >>> TEST  @Epoch: 376  >>> 
2023-09-21 14:11:40,539:	[Wall TIME] >>> ChiefCoach.train takes 5.680754 seconds ...
2023-09-21 14:11:40,616:	[Coach] >>> TRAIN @Epoch: 377  >>>  || LOSS Avg: 6.56340
2023-09-21 14:11:40,616:	[Coach] >>> VALID @Epoch: 377  >>> 
2023-09-21 14:11:40,616:	[Coach] >>> TEST  @Epoch: 377  >>> 
2023-09-21 14:11:47,071:	[Wall TIME] >>> ChiefCoach.train takes 6.454510 seconds ...
2023-09-21 14:11:47,165:	[Coach] >>> TRAIN @Epoch: 378  >>>  || LOSS Avg: 6.56412
2023-09-21 14:11:47,165:	[Coach] >>> VALID @Epoch: 378  >>> 
2023-09-21 14:11:47,165:	[Coach] >>> TEST  @Epoch: 378  >>> 
2023-09-21 14:11:53,367:	[Wall TIME] >>> ChiefCoach.train takes 6.201433 seconds ...
2023-09-21 14:11:53,469:	[Coach] >>> TRAIN @Epoch: 379  >>>  || LOSS Avg: 6.53805
2023-09-21 14:11:53,469:	[Coach] >>> VALID @Epoch: 379  >>> 
2023-09-21 14:11:53,469:	[Coach] >>> TEST  @Epoch: 379  >>> 
2023-09-21 14:11:59,985:	[Wall TIME] >>> ChiefCoach.train takes 6.515626 seconds ...
2023-09-21 14:12:05,766:	[Wall TIME] >>> ChiefCoach.valid takes 5.694771 seconds ...
2023-09-21 14:12:05,767:	[Coach] >>> TRAIN @Epoch: 380  >>>  || LOSS Avg: 6.54975
2023-09-21 14:12:05,767:	[Coach] >>> VALID @Epoch: 380  >>>  || HITRATE@1 Avg: 0.0246 || HITRATE@5 Avg: 0.0726 || HITRATE@10 Avg: 0.1050 || NDCG@5 Avg: 0.0490 || NDCG@10 Avg: 0.0594
2023-09-21 14:12:05,767:	[Coach] >>> TEST  @Epoch: 380  >>> 
2023-09-21 14:12:10,401:	[Wall TIME] >>> ChiefCoach.train takes 4.633951 seconds ...
2023-09-21 14:12:10,471:	[Coach] >>> TRAIN @Epoch: 381  >>>  || LOSS Avg: 6.53735
2023-09-21 14:12:10,471:	[Coach] >>> VALID @Epoch: 381  >>> 
2023-09-21 14:12:10,471:	[Coach] >>> TEST  @Epoch: 381  >>> 
2023-09-21 14:12:16,141:	[Wall TIME] >>> ChiefCoach.train takes 5.669097 seconds ...
2023-09-21 14:12:16,214:	[Coach] >>> TRAIN @Epoch: 382  >>>  || LOSS Avg: 6.53531
2023-09-21 14:12:16,215:	[Coach] >>> VALID @Epoch: 382  >>> 
2023-09-21 14:12:16,215:	[Coach] >>> TEST  @Epoch: 382  >>> 
2023-09-21 14:12:22,623:	[Wall TIME] >>> ChiefCoach.train takes 6.408076 seconds ...
2023-09-21 14:12:22,723:	[Coach] >>> TRAIN @Epoch: 383  >>>  || LOSS Avg: 6.53722
2023-09-21 14:12:22,724:	[Coach] >>> VALID @Epoch: 383  >>> 
2023-09-21 14:12:22,724:	[Coach] >>> TEST  @Epoch: 383  >>> 
2023-09-21 14:12:29,240:	[Wall TIME] >>> ChiefCoach.train takes 6.515675 seconds ...
2023-09-21 14:12:29,311:	[Coach] >>> TRAIN @Epoch: 384  >>>  || LOSS Avg: 6.53050
2023-09-21 14:12:29,312:	[Coach] >>> VALID @Epoch: 384  >>> 
2023-09-21 14:12:29,312:	[Coach] >>> TEST  @Epoch: 384  >>> 
2023-09-21 14:12:35,639:	[Wall TIME] >>> ChiefCoach.train takes 6.326879 seconds ...
2023-09-21 14:12:41,207:	[Wall TIME] >>> ChiefCoach.valid takes 5.494464 seconds ...
2023-09-21 14:12:41,207:	[Coach] >>> TRAIN @Epoch: 385  >>>  || LOSS Avg: 6.55047
2023-09-21 14:12:41,207:	[Coach] >>> VALID @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0233 || HITRATE@5 Avg: 0.0714 || HITRATE@10 Avg: 0.1050 || NDCG@5 Avg: 0.0478 || NDCG@10 Avg: 0.0586
2023-09-21 14:12:41,208:	[Coach] >>> TEST  @Epoch: 385  >>> 
2023-09-21 14:12:45,977:	[Wall TIME] >>> ChiefCoach.train takes 4.769205 seconds ...
2023-09-21 14:12:46,052:	[Coach] >>> TRAIN @Epoch: 386  >>>  || LOSS Avg: 6.56172
2023-09-21 14:12:46,052:	[Coach] >>> VALID @Epoch: 386  >>> 
2023-09-21 14:12:46,052:	[Coach] >>> TEST  @Epoch: 386  >>> 
2023-09-21 14:12:51,812:	[Wall TIME] >>> ChiefCoach.train takes 5.760067 seconds ...
2023-09-21 14:12:51,879:	[Coach] >>> TRAIN @Epoch: 387  >>>  || LOSS Avg: 6.54217
2023-09-21 14:12:51,880:	[Coach] >>> VALID @Epoch: 387  >>> 
2023-09-21 14:12:51,880:	[Coach] >>> TEST  @Epoch: 387  >>> 
2023-09-21 14:12:58,403:	[Wall TIME] >>> ChiefCoach.train takes 6.523493 seconds ...
2023-09-21 14:12:58,495:	[Coach] >>> TRAIN @Epoch: 388  >>>  || LOSS Avg: 6.54166
2023-09-21 14:12:58,496:	[Coach] >>> VALID @Epoch: 388  >>> 
2023-09-21 14:12:58,496:	[Coach] >>> TEST  @Epoch: 388  >>> 
2023-09-21 14:13:04,847:	[Wall TIME] >>> ChiefCoach.train takes 6.351089 seconds ...
2023-09-21 14:13:04,917:	[Coach] >>> TRAIN @Epoch: 389  >>>  || LOSS Avg: 6.54603
2023-09-21 14:13:04,917:	[Coach] >>> VALID @Epoch: 389  >>> 
2023-09-21 14:13:04,917:	[Coach] >>> TEST  @Epoch: 389  >>> 
2023-09-21 14:13:11,271:	[Wall TIME] >>> ChiefCoach.train takes 6.353726 seconds ...
2023-09-21 14:13:16,927:	[Wall TIME] >>> ChiefCoach.valid takes 5.565742 seconds ...
2023-09-21 14:13:16,928:	[Coach] >>> TRAIN @Epoch: 390  >>>  || LOSS Avg: 6.54235
2023-09-21 14:13:16,928:	[Coach] >>> VALID @Epoch: 390  >>>  || HITRATE@1 Avg: 0.0237 || HITRATE@5 Avg: 0.0730 || HITRATE@10 Avg: 0.1058 || NDCG@5 Avg: 0.0489 || NDCG@10 Avg: 0.0594
2023-09-21 14:13:16,928:	[Coach] >>> TEST  @Epoch: 390  >>> 
2023-09-21 14:13:21,512:	[Wall TIME] >>> ChiefCoach.train takes 4.583686 seconds ...
2023-09-21 14:13:21,593:	[Coach] >>> TRAIN @Epoch: 391  >>>  || LOSS Avg: 6.56006
2023-09-21 14:13:21,593:	[Coach] >>> VALID @Epoch: 391  >>> 
2023-09-21 14:13:21,593:	[Coach] >>> TEST  @Epoch: 391  >>> 
2023-09-21 14:13:27,186:	[Wall TIME] >>> ChiefCoach.train takes 5.593170 seconds ...
2023-09-21 14:13:27,277:	[Coach] >>> TRAIN @Epoch: 392  >>>  || LOSS Avg: 6.53290
2023-09-21 14:13:27,278:	[Coach] >>> VALID @Epoch: 392  >>> 
2023-09-21 14:13:27,278:	[Coach] >>> TEST  @Epoch: 392  >>> 
2023-09-21 14:13:33,535:	[Wall TIME] >>> ChiefCoach.train takes 6.257513 seconds ...
2023-09-21 14:13:33,607:	[Coach] >>> TRAIN @Epoch: 393  >>>  || LOSS Avg: 6.55781
2023-09-21 14:13:33,607:	[Coach] >>> VALID @Epoch: 393  >>> 
2023-09-21 14:13:33,607:	[Coach] >>> TEST  @Epoch: 393  >>> 
2023-09-21 14:13:39,769:	[Wall TIME] >>> ChiefCoach.train takes 6.161429 seconds ...
2023-09-21 14:13:39,851:	[Coach] >>> TRAIN @Epoch: 394  >>>  || LOSS Avg: 6.56093
2023-09-21 14:13:39,851:	[Coach] >>> VALID @Epoch: 394  >>> 
2023-09-21 14:13:39,851:	[Coach] >>> TEST  @Epoch: 394  >>> 
2023-09-21 14:13:46,256:	[Wall TIME] >>> ChiefCoach.train takes 6.404790 seconds ...
2023-09-21 14:13:51,850:	[Wall TIME] >>> ChiefCoach.valid takes 5.507720 seconds ...
2023-09-21 14:13:51,851:	[Coach] >>> TRAIN @Epoch: 395  >>>  || LOSS Avg: 6.55072
2023-09-21 14:13:51,851:	[Coach] >>> VALID @Epoch: 395  >>>  || HITRATE@1 Avg: 0.0241 || HITRATE@5 Avg: 0.0728 || HITRATE@10 Avg: 0.1045 || NDCG@5 Avg: 0.0489 || NDCG@10 Avg: 0.0591
2023-09-21 14:13:51,851:	[Coach] >>> TEST  @Epoch: 395  >>> 
2023-09-21 14:13:56,557:	[Wall TIME] >>> ChiefCoach.train takes 4.706372 seconds ...
2023-09-21 14:13:56,641:	[Coach] >>> TRAIN @Epoch: 396  >>>  || LOSS Avg: 6.52147
2023-09-21 14:13:56,641:	[Coach] >>> VALID @Epoch: 396  >>> 
2023-09-21 14:13:56,642:	[Coach] >>> TEST  @Epoch: 396  >>> 
2023-09-21 14:14:02,432:	[Wall TIME] >>> ChiefCoach.train takes 5.790281 seconds ...
2023-09-21 14:14:02,521:	[Coach] >>> TRAIN @Epoch: 397  >>>  || LOSS Avg: 6.54979
2023-09-21 14:14:02,521:	[Coach] >>> VALID @Epoch: 397  >>> 
2023-09-21 14:14:02,521:	[Coach] >>> TEST  @Epoch: 397  >>> 
2023-09-21 14:14:08,745:	[Wall TIME] >>> ChiefCoach.train takes 6.224157 seconds ...
2023-09-21 14:14:08,819:	[Coach] >>> TRAIN @Epoch: 398  >>>  || LOSS Avg: 6.53765
2023-09-21 14:14:08,819:	[Coach] >>> VALID @Epoch: 398  >>> 
2023-09-21 14:14:08,819:	[Coach] >>> TEST  @Epoch: 398  >>> 
2023-09-21 14:14:15,123:	[Wall TIME] >>> ChiefCoach.train takes 6.303637 seconds ...
2023-09-21 14:14:15,203:	[Coach] >>> TRAIN @Epoch: 399  >>>  || LOSS Avg: 6.54156
2023-09-21 14:14:15,203:	[Coach] >>> VALID @Epoch: 399  >>> 
2023-09-21 14:14:15,203:	[Coach] >>> TEST  @Epoch: 399  >>> 
2023-09-21 14:14:21,582:	[Wall TIME] >>> ChiefCoach.train takes 6.378706 seconds ...
2023-09-21 14:14:27,538:	[Wall TIME] >>> ChiefCoach.valid takes 5.868631 seconds ...
2023-09-21 14:14:27,538:	[Coach] >>> TRAIN @Epoch: 400  >>>  || LOSS Avg: 6.52074
2023-09-21 14:14:27,539:	[Coach] >>> VALID @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0248 || HITRATE@5 Avg: 0.0727 || HITRATE@10 Avg: 0.1050 || NDCG@5 Avg: 0.0491 || NDCG@10 Avg: 0.0595
2023-09-21 14:14:27,539:	[Coach] >>> TEST  @Epoch: 400  >>> 
2023-09-21 14:14:32,078:	[Wall TIME] >>> ChiefCoach.train takes 4.539066 seconds ...
2023-09-21 14:14:32,162:	[Coach] >>> TRAIN @Epoch: 401  >>>  || LOSS Avg: 6.54582
2023-09-21 14:14:32,162:	[Coach] >>> VALID @Epoch: 401  >>> 
2023-09-21 14:14:32,162:	[Coach] >>> TEST  @Epoch: 401  >>> 
2023-09-21 14:14:37,801:	[Wall TIME] >>> ChiefCoach.train takes 5.638415 seconds ...
2023-09-21 14:14:37,864:	[Coach] >>> TRAIN @Epoch: 402  >>>  || LOSS Avg: 6.54439
2023-09-21 14:14:37,865:	[Coach] >>> VALID @Epoch: 402  >>> 
2023-09-21 14:14:37,865:	[Coach] >>> TEST  @Epoch: 402  >>> 
2023-09-21 14:14:44,226:	[Wall TIME] >>> ChiefCoach.train takes 6.360994 seconds ...
2023-09-21 14:14:44,292:	[Coach] >>> TRAIN @Epoch: 403  >>>  || LOSS Avg: 6.53750
2023-09-21 14:14:44,292:	[Coach] >>> VALID @Epoch: 403  >>> 
2023-09-21 14:14:44,292:	[Coach] >>> TEST  @Epoch: 403  >>> 
2023-09-21 14:14:50,381:	[Wall TIME] >>> ChiefCoach.train takes 6.089201 seconds ...
2023-09-21 14:14:50,466:	[Coach] >>> TRAIN @Epoch: 404  >>>  || LOSS Avg: 6.53475
2023-09-21 14:14:50,466:	[Coach] >>> VALID @Epoch: 404  >>> 
2023-09-21 14:14:50,466:	[Coach] >>> TEST  @Epoch: 404  >>> 
2023-09-21 14:14:56,891:	[Wall TIME] >>> ChiefCoach.train takes 6.424906 seconds ...
2023-09-21 14:15:02,936:	[Wall TIME] >>> ChiefCoach.valid takes 5.957504 seconds ...
2023-09-21 14:15:02,936:	[Coach] >>> TRAIN @Epoch: 405  >>>  || LOSS Avg: 6.52407
2023-09-21 14:15:02,936:	[Coach] >>> VALID @Epoch: 405  >>>  || HITRATE@1 Avg: 0.0237 || HITRATE@5 Avg: 0.0729 || HITRATE@10 Avg: 0.1051 || NDCG@5 Avg: 0.0484 || NDCG@10 Avg: 0.0588
2023-09-21 14:15:02,936:	[Coach] >>> TEST  @Epoch: 405  >>> 
2023-09-21 14:15:07,697:	[Wall TIME] >>> ChiefCoach.train takes 4.760211 seconds ...
2023-09-21 14:15:07,781:	[Coach] >>> TRAIN @Epoch: 406  >>>  || LOSS Avg: 6.52974
2023-09-21 14:15:07,781:	[Coach] >>> VALID @Epoch: 406  >>> 
2023-09-21 14:15:07,781:	[Coach] >>> TEST  @Epoch: 406  >>> 
2023-09-21 14:15:13,288:	[Wall TIME] >>> ChiefCoach.train takes 5.506380 seconds ...
2023-09-21 14:15:13,352:	[Coach] >>> TRAIN @Epoch: 407  >>>  || LOSS Avg: 6.54510
2023-09-21 14:15:13,352:	[Coach] >>> VALID @Epoch: 407  >>> 
2023-09-21 14:15:13,352:	[Coach] >>> TEST  @Epoch: 407  >>> 
2023-09-21 14:15:19,698:	[Wall TIME] >>> ChiefCoach.train takes 6.346132 seconds ...
2023-09-21 14:15:19,792:	[Coach] >>> TRAIN @Epoch: 408  >>>  || LOSS Avg: 6.55156
2023-09-21 14:15:19,792:	[Coach] >>> VALID @Epoch: 408  >>> 
2023-09-21 14:15:19,792:	[Coach] >>> TEST  @Epoch: 408  >>> 
2023-09-21 14:15:25,837:	[Wall TIME] >>> ChiefCoach.train takes 6.044721 seconds ...
2023-09-21 14:15:25,925:	[Coach] >>> TRAIN @Epoch: 409  >>>  || LOSS Avg: 6.56258
2023-09-21 14:15:25,926:	[Coach] >>> VALID @Epoch: 409  >>> 
2023-09-21 14:15:25,926:	[Coach] >>> TEST  @Epoch: 409  >>> 
2023-09-21 14:15:32,245:	[Wall TIME] >>> ChiefCoach.train takes 6.318674 seconds ...
2023-09-21 14:15:38,413:	[Wall TIME] >>> ChiefCoach.valid takes 6.100634 seconds ...
2023-09-21 14:15:38,413:	[Coach] >>> TRAIN @Epoch: 410  >>>  || LOSS Avg: 6.53022
2023-09-21 14:15:38,414:	[Coach] >>> VALID @Epoch: 410  >>>  || HITRATE@1 Avg: 0.0234 || HITRATE@5 Avg: 0.0725 || HITRATE@10 Avg: 0.1060 || NDCG@5 Avg: 0.0484 || NDCG@10 Avg: 0.0591
2023-09-21 14:15:38,414:	[Coach] >>> TEST  @Epoch: 410  >>> 
2023-09-21 14:15:43,010:	[Wall TIME] >>> ChiefCoach.train takes 4.595827 seconds ...
2023-09-21 14:15:43,081:	[Coach] >>> TRAIN @Epoch: 411  >>>  || LOSS Avg: 6.52796
2023-09-21 14:15:43,081:	[Coach] >>> VALID @Epoch: 411  >>> 
2023-09-21 14:15:43,081:	[Coach] >>> TEST  @Epoch: 411  >>> 
2023-09-21 14:15:48,719:	[Wall TIME] >>> ChiefCoach.train takes 5.637708 seconds ...
2023-09-21 14:15:48,805:	[Coach] >>> TRAIN @Epoch: 412  >>>  || LOSS Avg: 6.54910
2023-09-21 14:15:48,805:	[Coach] >>> VALID @Epoch: 412  >>> 
2023-09-21 14:15:48,805:	[Coach] >>> TEST  @Epoch: 412  >>> 
2023-09-21 14:15:55,146:	[Wall TIME] >>> ChiefCoach.train takes 6.340769 seconds ...
2023-09-21 14:15:55,227:	[Coach] >>> TRAIN @Epoch: 413  >>>  || LOSS Avg: 6.52333
2023-09-21 14:15:55,228:	[Coach] >>> VALID @Epoch: 413  >>> 
2023-09-21 14:15:55,228:	[Coach] >>> TEST  @Epoch: 413  >>> 
2023-09-21 14:16:01,640:	[Wall TIME] >>> ChiefCoach.train takes 6.412559 seconds ...
2023-09-21 14:16:01,706:	[Coach] >>> TRAIN @Epoch: 414  >>>  || LOSS Avg: 6.54532
2023-09-21 14:16:01,706:	[Coach] >>> VALID @Epoch: 414  >>> 
2023-09-21 14:16:01,706:	[Coach] >>> TEST  @Epoch: 414  >>> 
2023-09-21 14:16:08,164:	[Wall TIME] >>> ChiefCoach.train takes 6.458100 seconds ...
2023-09-21 14:16:13,979:	[Wall TIME] >>> ChiefCoach.valid takes 5.735132 seconds ...
2023-09-21 14:16:13,979:	[Coach] >>> TRAIN @Epoch: 415  >>>  || LOSS Avg: 6.53209
2023-09-21 14:16:13,979:	[Coach] >>> VALID @Epoch: 415  >>>  || HITRATE@1 Avg: 0.0238 || HITRATE@5 Avg: 0.0729 || HITRATE@10 Avg: 0.1054 || NDCG@5 Avg: 0.0489 || NDCG@10 Avg: 0.0593
2023-09-21 14:16:13,979:	[Coach] >>> TEST  @Epoch: 415  >>> 
2023-09-21 14:16:18,770:	[Wall TIME] >>> ChiefCoach.train takes 4.790753 seconds ...
2023-09-21 14:16:18,854:	[Coach] >>> TRAIN @Epoch: 416  >>>  || LOSS Avg: 6.51686
2023-09-21 14:16:18,854:	[Coach] >>> VALID @Epoch: 416  >>> 
2023-09-21 14:16:18,854:	[Coach] >>> TEST  @Epoch: 416  >>> 
2023-09-21 14:16:24,845:	[Wall TIME] >>> ChiefCoach.train takes 5.990145 seconds ...
2023-09-21 14:16:24,941:	[Coach] >>> TRAIN @Epoch: 417  >>>  || LOSS Avg: 6.52227
2023-09-21 14:16:24,941:	[Coach] >>> VALID @Epoch: 417  >>> 
2023-09-21 14:16:24,941:	[Coach] >>> TEST  @Epoch: 417  >>> 
2023-09-21 14:16:31,320:	[Wall TIME] >>> ChiefCoach.train takes 6.378585 seconds ...
2023-09-21 14:16:31,401:	[Coach] >>> TRAIN @Epoch: 418  >>>  || LOSS Avg: 6.53052
2023-09-21 14:16:31,401:	[Coach] >>> VALID @Epoch: 418  >>> 
2023-09-21 14:16:31,401:	[Coach] >>> TEST  @Epoch: 418  >>> 
2023-09-21 14:16:37,668:	[Wall TIME] >>> ChiefCoach.train takes 6.266671 seconds ...
2023-09-21 14:16:37,755:	[Coach] >>> TRAIN @Epoch: 419  >>>  || LOSS Avg: 6.52164
2023-09-21 14:16:37,755:	[Coach] >>> VALID @Epoch: 419  >>> 
2023-09-21 14:16:37,756:	[Coach] >>> TEST  @Epoch: 419  >>> 
2023-09-21 14:16:44,258:	[Wall TIME] >>> ChiefCoach.train takes 6.502211 seconds ...
2023-09-21 14:16:49,615:	[Wall TIME] >>> ChiefCoach.valid takes 5.257734 seconds ...
2023-09-21 14:16:49,616:	[Coach] >>> TRAIN @Epoch: 420  >>>  || LOSS Avg: 6.55596
2023-09-21 14:16:49,616:	[Coach] >>> VALID @Epoch: 420  >>>  || HITRATE@1 Avg: 0.0252 || HITRATE@5 Avg: 0.0746 || HITRATE@10 Avg: 0.1046 || NDCG@5 Avg: 0.0502 || NDCG@10 Avg: 0.0598
2023-09-21 14:16:49,616:	[Coach] >>> TEST  @Epoch: 420  >>> 
2023-09-21 14:16:54,201:	[Wall TIME] >>> ChiefCoach.train takes 4.584554 seconds ...
2023-09-21 14:16:54,283:	[Coach] >>> TRAIN @Epoch: 421  >>>  || LOSS Avg: 6.53050
2023-09-21 14:16:54,283:	[Coach] >>> VALID @Epoch: 421  >>> 
2023-09-21 14:16:54,283:	[Coach] >>> TEST  @Epoch: 421  >>> 
2023-09-21 14:17:00,786:	[Wall TIME] >>> ChiefCoach.train takes 6.502739 seconds ...
2023-09-21 14:17:00,867:	[Coach] >>> TRAIN @Epoch: 422  >>>  || LOSS Avg: 6.52490
2023-09-21 14:17:00,867:	[Coach] >>> VALID @Epoch: 422  >>> 
2023-09-21 14:17:00,868:	[Coach] >>> TEST  @Epoch: 422  >>> 
2023-09-21 14:17:07,313:	[Wall TIME] >>> ChiefCoach.train takes 6.445277 seconds ...
2023-09-21 14:17:07,403:	[Coach] >>> TRAIN @Epoch: 423  >>>  || LOSS Avg: 6.53971
2023-09-21 14:17:07,403:	[Coach] >>> VALID @Epoch: 423  >>> 
2023-09-21 14:17:07,403:	[Coach] >>> TEST  @Epoch: 423  >>> 
2023-09-21 14:17:14,001:	[Wall TIME] >>> ChiefCoach.train takes 6.597760 seconds ...
2023-09-21 14:17:14,074:	[Coach] >>> TRAIN @Epoch: 424  >>>  || LOSS Avg: 6.54121
2023-09-21 14:17:14,074:	[Coach] >>> VALID @Epoch: 424  >>> 
2023-09-21 14:17:14,075:	[Coach] >>> TEST  @Epoch: 424  >>> 
2023-09-21 14:17:20,363:	[Wall TIME] >>> ChiefCoach.train takes 6.288390 seconds ...
2023-09-21 14:17:25,561:	[Wall TIME] >>> ChiefCoach.valid takes 5.111521 seconds ...
2023-09-21 14:17:25,561:	[Coach] >>> TRAIN @Epoch: 425  >>>  || LOSS Avg: 6.53067
2023-09-21 14:17:25,561:	[Coach] >>> VALID @Epoch: 425  >>>  || HITRATE@1 Avg: 0.0250 || HITRATE@5 Avg: 0.0729 || HITRATE@10 Avg: 0.1059 || NDCG@5 Avg: 0.0495 || NDCG@10 Avg: 0.0601
2023-09-21 14:17:25,561:	[Coach] >>> TEST  @Epoch: 425  >>> 
2023-09-21 14:17:30,200:	[Wall TIME] >>> ChiefCoach.train takes 4.638165 seconds ...
2023-09-21 14:17:30,283:	[Coach] >>> TRAIN @Epoch: 426  >>>  || LOSS Avg: 6.52668
2023-09-21 14:17:30,284:	[Coach] >>> VALID @Epoch: 426  >>> 
2023-09-21 14:17:30,284:	[Coach] >>> TEST  @Epoch: 426  >>> 
2023-09-21 14:17:36,555:	[Wall TIME] >>> ChiefCoach.train takes 6.270576 seconds ...
2023-09-21 14:17:36,635:	[Coach] >>> TRAIN @Epoch: 427  >>>  || LOSS Avg: 6.53575
2023-09-21 14:17:36,635:	[Coach] >>> VALID @Epoch: 427  >>> 
2023-09-21 14:17:36,635:	[Coach] >>> TEST  @Epoch: 427  >>> 
2023-09-21 14:17:42,997:	[Wall TIME] >>> ChiefCoach.train takes 6.361439 seconds ...
2023-09-21 14:17:43,084:	[Coach] >>> TRAIN @Epoch: 428  >>>  || LOSS Avg: 6.47104
2023-09-21 14:17:43,084:	[Coach] >>> VALID @Epoch: 428  >>> 
2023-09-21 14:17:43,084:	[Coach] >>> TEST  @Epoch: 428  >>> 
2023-09-21 14:17:49,537:	[Wall TIME] >>> ChiefCoach.train takes 6.452854 seconds ...
2023-09-21 14:17:49,625:	[Coach] >>> TRAIN @Epoch: 429  >>>  || LOSS Avg: 6.54428
2023-09-21 14:17:49,625:	[Coach] >>> VALID @Epoch: 429  >>> 
2023-09-21 14:17:49,625:	[Coach] >>> TEST  @Epoch: 429  >>> 
2023-09-21 14:17:55,990:	[Wall TIME] >>> ChiefCoach.train takes 6.364075 seconds ...
2023-09-21 14:18:01,257:	[Wall TIME] >>> ChiefCoach.valid takes 5.177325 seconds ...
2023-09-21 14:18:01,258:	[Coach] >>> TRAIN @Epoch: 430  >>>  || LOSS Avg: 6.51979
2023-09-21 14:18:01,258:	[Coach] >>> VALID @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0230 || HITRATE@5 Avg: 0.0707 || HITRATE@10 Avg: 0.1041 || NDCG@5 Avg: 0.0473 || NDCG@10 Avg: 0.0581
2023-09-21 14:18:01,258:	[Coach] >>> TEST  @Epoch: 430  >>> 
2023-09-21 14:18:05,999:	[Wall TIME] >>> ChiefCoach.train takes 4.741432 seconds ...
2023-09-21 14:18:06,081:	[Coach] >>> TRAIN @Epoch: 431  >>>  || LOSS Avg: 6.52263
2023-09-21 14:18:06,082:	[Coach] >>> VALID @Epoch: 431  >>> 
2023-09-21 14:18:06,082:	[Coach] >>> TEST  @Epoch: 431  >>> 
2023-09-21 14:18:12,472:	[Wall TIME] >>> ChiefCoach.train takes 6.390386 seconds ...
2023-09-21 14:18:12,555:	[Coach] >>> TRAIN @Epoch: 432  >>>  || LOSS Avg: 6.53296
2023-09-21 14:18:12,555:	[Coach] >>> VALID @Epoch: 432  >>> 
2023-09-21 14:18:12,556:	[Coach] >>> TEST  @Epoch: 432  >>> 
2023-09-21 14:18:18,782:	[Wall TIME] >>> ChiefCoach.train takes 6.226650 seconds ...
2023-09-21 14:18:18,844:	[Coach] >>> TRAIN @Epoch: 433  >>>  || LOSS Avg: 6.50783
2023-09-21 14:18:18,844:	[Coach] >>> VALID @Epoch: 433  >>> 
2023-09-21 14:18:18,845:	[Coach] >>> TEST  @Epoch: 433  >>> 
2023-09-21 14:18:25,389:	[Wall TIME] >>> ChiefCoach.train takes 6.544571 seconds ...
2023-09-21 14:18:25,469:	[Coach] >>> TRAIN @Epoch: 434  >>>  || LOSS Avg: 6.50187
2023-09-21 14:18:25,469:	[Coach] >>> VALID @Epoch: 434  >>> 
2023-09-21 14:18:25,469:	[Coach] >>> TEST  @Epoch: 434  >>> 
2023-09-21 14:18:31,906:	[Wall TIME] >>> ChiefCoach.train takes 6.436245 seconds ...
2023-09-21 14:18:37,267:	[Wall TIME] >>> ChiefCoach.valid takes 5.271715 seconds ...
2023-09-21 14:18:37,267:	[Coach] >>> TRAIN @Epoch: 435  >>>  || LOSS Avg: 6.53881
2023-09-21 14:18:37,268:	[Coach] >>> VALID @Epoch: 435  >>>  || HITRATE@1 Avg: 0.0252 || HITRATE@5 Avg: 0.0725 || HITRATE@10 Avg: 0.1034 || NDCG@5 Avg: 0.0492 || NDCG@10 Avg: 0.0591
2023-09-21 14:18:37,268:	[Coach] >>> TEST  @Epoch: 435  >>> 
2023-09-21 14:18:41,912:	[Wall TIME] >>> ChiefCoach.train takes 4.644245 seconds ...
2023-09-21 14:18:42,008:	[Coach] >>> TRAIN @Epoch: 436  >>>  || LOSS Avg: 6.53780
2023-09-21 14:18:42,008:	[Coach] >>> VALID @Epoch: 436  >>> 
2023-09-21 14:18:42,008:	[Coach] >>> TEST  @Epoch: 436  >>> 
2023-09-21 14:18:48,463:	[Wall TIME] >>> ChiefCoach.train takes 6.454593 seconds ...
2023-09-21 14:18:48,552:	[Coach] >>> TRAIN @Epoch: 437  >>>  || LOSS Avg: 6.54011
2023-09-21 14:18:48,552:	[Coach] >>> VALID @Epoch: 437  >>> 
2023-09-21 14:18:48,552:	[Coach] >>> TEST  @Epoch: 437  >>> 
2023-09-21 14:18:55,078:	[Wall TIME] >>> ChiefCoach.train takes 6.525603 seconds ...
2023-09-21 14:18:55,149:	[Coach] >>> TRAIN @Epoch: 438  >>>  || LOSS Avg: 6.51811
2023-09-21 14:18:55,150:	[Coach] >>> VALID @Epoch: 438  >>> 
2023-09-21 14:18:55,150:	[Coach] >>> TEST  @Epoch: 438  >>> 
2023-09-21 14:19:01,513:	[Wall TIME] >>> ChiefCoach.train takes 6.362900 seconds ...
2023-09-21 14:19:01,582:	[Coach] >>> TRAIN @Epoch: 439  >>>  || LOSS Avg: 6.50281
2023-09-21 14:19:01,582:	[Coach] >>> VALID @Epoch: 439  >>> 
2023-09-21 14:19:01,582:	[Coach] >>> TEST  @Epoch: 439  >>> 
2023-09-21 14:19:08,077:	[Wall TIME] >>> ChiefCoach.train takes 6.494775 seconds ...
2023-09-21 14:19:13,365:	[Wall TIME] >>> ChiefCoach.valid takes 5.200059 seconds ...
2023-09-21 14:19:13,366:	[Coach] >>> TRAIN @Epoch: 440  >>>  || LOSS Avg: 6.49157
2023-09-21 14:19:13,367:	[Coach] >>> VALID @Epoch: 440  >>>  || HITRATE@1 Avg: 0.0243 || HITRATE@5 Avg: 0.0720 || HITRATE@10 Avg: 0.1040 || NDCG@5 Avg: 0.0485 || NDCG@10 Avg: 0.0588
2023-09-21 14:19:13,367:	[Coach] >>> TEST  @Epoch: 440  >>> 
2023-09-21 14:19:17,934:	[Wall TIME] >>> ChiefCoach.train takes 4.566549 seconds ...
2023-09-21 14:19:17,998:	[Coach] >>> TRAIN @Epoch: 441  >>>  || LOSS Avg: 6.50568
2023-09-21 14:19:17,998:	[Coach] >>> VALID @Epoch: 441  >>> 
2023-09-21 14:19:17,998:	[Coach] >>> TEST  @Epoch: 441  >>> 
2023-09-21 14:19:24,161:	[Wall TIME] >>> ChiefCoach.train takes 6.162367 seconds ...
2023-09-21 14:19:24,226:	[Coach] >>> TRAIN @Epoch: 442  >>>  || LOSS Avg: 6.52258
2023-09-21 14:19:24,226:	[Coach] >>> VALID @Epoch: 442  >>> 
2023-09-21 14:19:24,226:	[Coach] >>> TEST  @Epoch: 442  >>> 
2023-09-21 14:19:30,611:	[Wall TIME] >>> ChiefCoach.train takes 6.384633 seconds ...
2023-09-21 14:19:30,680:	[Coach] >>> TRAIN @Epoch: 443  >>>  || LOSS Avg: 6.49069
2023-09-21 14:19:30,680:	[Coach] >>> VALID @Epoch: 443  >>> 
2023-09-21 14:19:30,680:	[Coach] >>> TEST  @Epoch: 443  >>> 
2023-09-21 14:19:37,007:	[Wall TIME] >>> ChiefCoach.train takes 6.326782 seconds ...
2023-09-21 14:19:37,077:	[Coach] >>> TRAIN @Epoch: 444  >>>  || LOSS Avg: 6.50745
2023-09-21 14:19:37,077:	[Coach] >>> VALID @Epoch: 444  >>> 
2023-09-21 14:19:37,077:	[Coach] >>> TEST  @Epoch: 444  >>> 
2023-09-21 14:19:43,347:	[Wall TIME] >>> ChiefCoach.train takes 6.269413 seconds ...
2023-09-21 14:19:48,799:	[Wall TIME] >>> ChiefCoach.valid takes 5.378666 seconds ...
2023-09-21 14:19:48,799:	[Coach] >>> TRAIN @Epoch: 445  >>>  || LOSS Avg: 6.50114
2023-09-21 14:19:48,799:	[Coach] >>> VALID @Epoch: 445  >>>  || HITRATE@1 Avg: 0.0250 || HITRATE@5 Avg: 0.0715 || HITRATE@10 Avg: 0.1034 || NDCG@5 Avg: 0.0486 || NDCG@10 Avg: 0.0589
2023-09-21 14:19:48,799:	[Coach] >>> TEST  @Epoch: 445  >>> 
2023-09-21 14:19:53,479:	[Wall TIME] >>> ChiefCoach.train takes 4.679863 seconds ...
2023-09-21 14:19:53,559:	[Coach] >>> TRAIN @Epoch: 446  >>>  || LOSS Avg: 6.49263
2023-09-21 14:19:53,559:	[Coach] >>> VALID @Epoch: 446  >>> 
2023-09-21 14:19:53,559:	[Coach] >>> TEST  @Epoch: 446  >>> 
2023-09-21 14:19:59,726:	[Wall TIME] >>> ChiefCoach.train takes 6.167054 seconds ...
2023-09-21 14:19:59,814:	[Coach] >>> TRAIN @Epoch: 447  >>>  || LOSS Avg: 6.51108
2023-09-21 14:19:59,814:	[Coach] >>> VALID @Epoch: 447  >>> 
2023-09-21 14:19:59,815:	[Coach] >>> TEST  @Epoch: 447  >>> 
2023-09-21 14:20:06,299:	[Wall TIME] >>> ChiefCoach.train takes 6.484092 seconds ...
2023-09-21 14:20:06,387:	[Coach] >>> TRAIN @Epoch: 448  >>>  || LOSS Avg: 6.50493
2023-09-21 14:20:06,387:	[Coach] >>> VALID @Epoch: 448  >>> 
2023-09-21 14:20:06,387:	[Coach] >>> TEST  @Epoch: 448  >>> 
2023-09-21 14:20:12,801:	[Wall TIME] >>> ChiefCoach.train takes 6.413765 seconds ...
2023-09-21 14:20:12,872:	[Coach] >>> TRAIN @Epoch: 449  >>>  || LOSS Avg: 6.48915
2023-09-21 14:20:12,872:	[Coach] >>> VALID @Epoch: 449  >>> 
2023-09-21 14:20:12,872:	[Coach] >>> TEST  @Epoch: 449  >>> 
2023-09-21 14:20:19,221:	[Wall TIME] >>> ChiefCoach.train takes 6.349179 seconds ...
2023-09-21 14:20:24,778:	[Wall TIME] >>> ChiefCoach.valid takes 5.479582 seconds ...
2023-09-21 14:20:24,778:	[Coach] >>> TRAIN @Epoch: 450  >>>  || LOSS Avg: 6.51063
2023-09-21 14:20:24,778:	[Coach] >>> VALID @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0243 || HITRATE@5 Avg: 0.0740 || HITRATE@10 Avg: 0.1064 || NDCG@5 Avg: 0.0496 || NDCG@10 Avg: 0.0600
2023-09-21 14:20:24,778:	[Coach] >>> TEST  @Epoch: 450  >>> 
2023-09-21 14:20:29,152:	[Wall TIME] >>> ChiefCoach.train takes 4.373200 seconds ...
2023-09-21 14:20:29,214:	[Coach] >>> TRAIN @Epoch: 451  >>>  || LOSS Avg: 6.51959
2023-09-21 14:20:29,214:	[Coach] >>> VALID @Epoch: 451  >>> 
2023-09-21 14:20:29,215:	[Coach] >>> TEST  @Epoch: 451  >>> 
2023-09-21 14:20:35,035:	[Wall TIME] >>> ChiefCoach.train takes 5.820700 seconds ...
2023-09-21 14:20:35,102:	[Coach] >>> TRAIN @Epoch: 452  >>>  || LOSS Avg: 6.53224
2023-09-21 14:20:35,102:	[Coach] >>> VALID @Epoch: 452  >>> 
2023-09-21 14:20:35,102:	[Coach] >>> TEST  @Epoch: 452  >>> 
2023-09-21 14:20:41,348:	[Wall TIME] >>> ChiefCoach.train takes 6.246086 seconds ...
2023-09-21 14:20:41,417:	[Coach] >>> TRAIN @Epoch: 453  >>>  || LOSS Avg: 6.50738
2023-09-21 14:20:41,417:	[Coach] >>> VALID @Epoch: 453  >>> 
2023-09-21 14:20:41,417:	[Coach] >>> TEST  @Epoch: 453  >>> 
2023-09-21 14:20:47,749:	[Wall TIME] >>> ChiefCoach.train takes 6.331727 seconds ...
2023-09-21 14:20:47,819:	[Coach] >>> TRAIN @Epoch: 454  >>>  || LOSS Avg: 6.50920
2023-09-21 14:20:47,819:	[Coach] >>> VALID @Epoch: 454  >>> 
2023-09-21 14:20:47,819:	[Coach] >>> TEST  @Epoch: 454  >>> 
2023-09-21 14:20:54,125:	[Wall TIME] >>> ChiefCoach.train takes 6.306211 seconds ...
2023-09-21 14:20:59,868:	[Wall TIME] >>> ChiefCoach.valid takes 5.668763 seconds ...
2023-09-21 14:20:59,868:	[Coach] >>> TRAIN @Epoch: 455  >>>  || LOSS Avg: 6.50875
2023-09-21 14:20:59,869:	[Coach] >>> VALID @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0237 || HITRATE@5 Avg: 0.0727 || HITRATE@10 Avg: 0.1062 || NDCG@5 Avg: 0.0487 || NDCG@10 Avg: 0.0594
2023-09-21 14:20:59,869:	[Coach] >>> TEST  @Epoch: 455  >>> 
2023-09-21 14:21:04,605:	[Wall TIME] >>> ChiefCoach.train takes 4.735792 seconds ...
2023-09-21 14:21:04,694:	[Coach] >>> TRAIN @Epoch: 456  >>>  || LOSS Avg: 6.47873
2023-09-21 14:21:04,695:	[Coach] >>> VALID @Epoch: 456  >>> 
2023-09-21 14:21:04,695:	[Coach] >>> TEST  @Epoch: 456  >>> 
2023-09-21 14:21:10,643:	[Wall TIME] >>> ChiefCoach.train takes 5.947569 seconds ...
2023-09-21 14:21:10,730:	[Coach] >>> TRAIN @Epoch: 457  >>>  || LOSS Avg: 6.48879
2023-09-21 14:21:10,730:	[Coach] >>> VALID @Epoch: 457  >>> 
2023-09-21 14:21:10,730:	[Coach] >>> TEST  @Epoch: 457  >>> 
2023-09-21 14:21:17,191:	[Wall TIME] >>> ChiefCoach.train takes 6.460979 seconds ...
2023-09-21 14:21:17,278:	[Coach] >>> TRAIN @Epoch: 458  >>>  || LOSS Avg: 6.49835
2023-09-21 14:21:17,278:	[Coach] >>> VALID @Epoch: 458  >>> 
2023-09-21 14:21:17,278:	[Coach] >>> TEST  @Epoch: 458  >>> 
2023-09-21 14:21:23,653:	[Wall TIME] >>> ChiefCoach.train takes 6.374337 seconds ...
2023-09-21 14:21:23,753:	[Coach] >>> TRAIN @Epoch: 459  >>>  || LOSS Avg: 6.50168
2023-09-21 14:21:23,753:	[Coach] >>> VALID @Epoch: 459  >>> 
2023-09-21 14:21:23,754:	[Coach] >>> TEST  @Epoch: 459  >>> 
2023-09-21 14:21:30,110:	[Wall TIME] >>> ChiefCoach.train takes 6.355643 seconds ...
2023-09-21 14:21:35,866:	[Wall TIME] >>> ChiefCoach.valid takes 5.673135 seconds ...
2023-09-21 14:21:35,866:	[Coach] >>> TRAIN @Epoch: 460  >>>  || LOSS Avg: 6.49122
2023-09-21 14:21:35,867:	[Coach] >>> VALID @Epoch: 460  >>>  || HITRATE@1 Avg: 0.0246 || HITRATE@5 Avg: 0.0725 || HITRATE@10 Avg: 0.1047 || NDCG@5 Avg: 0.0490 || NDCG@10 Avg: 0.0594
2023-09-21 14:21:35,867:	[Coach] >>> TEST  @Epoch: 460  >>> 
2023-09-21 14:21:40,528:	[Wall TIME] >>> ChiefCoach.train takes 4.660994 seconds ...
2023-09-21 14:21:40,607:	[Coach] >>> TRAIN @Epoch: 461  >>>  || LOSS Avg: 6.51200
2023-09-21 14:21:40,607:	[Coach] >>> VALID @Epoch: 461  >>> 
2023-09-21 14:21:40,607:	[Coach] >>> TEST  @Epoch: 461  >>> 
2023-09-21 14:21:46,753:	[Wall TIME] >>> ChiefCoach.train takes 6.145220 seconds ...
2023-09-21 14:21:46,817:	[Coach] >>> TRAIN @Epoch: 462  >>>  || LOSS Avg: 6.50247
2023-09-21 14:21:46,817:	[Coach] >>> VALID @Epoch: 462  >>> 
2023-09-21 14:21:46,817:	[Coach] >>> TEST  @Epoch: 462  >>> 
2023-09-21 14:21:53,336:	[Wall TIME] >>> ChiefCoach.train takes 6.519109 seconds ...
2023-09-21 14:21:53,412:	[Coach] >>> TRAIN @Epoch: 463  >>>  || LOSS Avg: 6.50893
2023-09-21 14:21:53,412:	[Coach] >>> VALID @Epoch: 463  >>> 
2023-09-21 14:21:53,412:	[Coach] >>> TEST  @Epoch: 463  >>> 
2023-09-21 14:21:59,784:	[Wall TIME] >>> ChiefCoach.train takes 6.371784 seconds ...
2023-09-21 14:21:59,870:	[Coach] >>> TRAIN @Epoch: 464  >>>  || LOSS Avg: 6.49587
2023-09-21 14:21:59,871:	[Coach] >>> VALID @Epoch: 464  >>> 
2023-09-21 14:21:59,871:	[Coach] >>> TEST  @Epoch: 464  >>> 
2023-09-21 14:22:06,308:	[Wall TIME] >>> ChiefCoach.train takes 6.436588 seconds ...
2023-09-21 14:22:11,869:	[Wall TIME] >>> ChiefCoach.valid takes 5.479692 seconds ...
2023-09-21 14:22:11,869:	[Coach] >>> TRAIN @Epoch: 465  >>>  || LOSS Avg: 6.48412
2023-09-21 14:22:11,869:	[Coach] >>> VALID @Epoch: 465  >>>  || HITRATE@1 Avg: 0.0238 || HITRATE@5 Avg: 0.0730 || HITRATE@10 Avg: 0.1065 || NDCG@5 Avg: 0.0489 || NDCG@10 Avg: 0.0596
2023-09-21 14:22:11,869:	[Coach] >>> TEST  @Epoch: 465  >>> 
2023-09-21 14:22:16,417:	[Wall TIME] >>> ChiefCoach.train takes 4.547075 seconds ...
2023-09-21 14:22:16,507:	[Coach] >>> TRAIN @Epoch: 466  >>>  || LOSS Avg: 6.46739
2023-09-21 14:22:16,507:	[Coach] >>> VALID @Epoch: 466  >>> 
2023-09-21 14:22:16,507:	[Coach] >>> TEST  @Epoch: 466  >>> 
2023-09-21 14:22:22,343:	[Wall TIME] >>> ChiefCoach.train takes 5.835466 seconds ...
2023-09-21 14:22:22,413:	[Coach] >>> TRAIN @Epoch: 467  >>>  || LOSS Avg: 6.49767
2023-09-21 14:22:22,414:	[Coach] >>> VALID @Epoch: 467  >>> 
2023-09-21 14:22:22,414:	[Coach] >>> TEST  @Epoch: 467  >>> 
2023-09-21 14:22:28,656:	[Wall TIME] >>> ChiefCoach.train takes 6.241956 seconds ...
2023-09-21 14:22:28,742:	[Coach] >>> TRAIN @Epoch: 468  >>>  || LOSS Avg: 6.49215
2023-09-21 14:22:28,742:	[Coach] >>> VALID @Epoch: 468  >>> 
2023-09-21 14:22:28,742:	[Coach] >>> TEST  @Epoch: 468  >>> 
2023-09-21 14:22:34,961:	[Wall TIME] >>> ChiefCoach.train takes 6.218203 seconds ...
2023-09-21 14:22:35,051:	[Coach] >>> TRAIN @Epoch: 469  >>>  || LOSS Avg: 6.50671
2023-09-21 14:22:35,051:	[Coach] >>> VALID @Epoch: 469  >>> 
2023-09-21 14:22:35,051:	[Coach] >>> TEST  @Epoch: 469  >>> 
2023-09-21 14:22:41,203:	[Wall TIME] >>> ChiefCoach.train takes 6.151849 seconds ...
2023-09-21 14:22:46,924:	[Wall TIME] >>> ChiefCoach.valid takes 5.655223 seconds ...
2023-09-21 14:22:46,925:	[Coach] >>> TRAIN @Epoch: 470  >>>  || LOSS Avg: 6.49476
2023-09-21 14:22:46,925:	[Coach] >>> VALID @Epoch: 470  >>>  || HITRATE@1 Avg: 0.0245 || HITRATE@5 Avg: 0.0706 || HITRATE@10 Avg: 0.1030 || NDCG@5 Avg: 0.0477 || NDCG@10 Avg: 0.0582
2023-09-21 14:22:46,925:	[Coach] >>> TEST  @Epoch: 470  >>> 
2023-09-21 14:22:51,664:	[Wall TIME] >>> ChiefCoach.train takes 4.738265 seconds ...
2023-09-21 14:22:51,743:	[Coach] >>> TRAIN @Epoch: 471  >>>  || LOSS Avg: 6.50028
2023-09-21 14:22:51,743:	[Coach] >>> VALID @Epoch: 471  >>> 
2023-09-21 14:22:51,743:	[Coach] >>> TEST  @Epoch: 471  >>> 
2023-09-21 14:22:57,653:	[Wall TIME] >>> ChiefCoach.train takes 5.909962 seconds ...
2023-09-21 14:22:57,744:	[Coach] >>> TRAIN @Epoch: 472  >>>  || LOSS Avg: 6.49383
2023-09-21 14:22:57,744:	[Coach] >>> VALID @Epoch: 472  >>> 
2023-09-21 14:22:57,744:	[Coach] >>> TEST  @Epoch: 472  >>> 
2023-09-21 14:23:04,022:	[Wall TIME] >>> ChiefCoach.train takes 6.277620 seconds ...
2023-09-21 14:23:04,100:	[Coach] >>> TRAIN @Epoch: 473  >>>  || LOSS Avg: 6.49203
2023-09-21 14:23:04,100:	[Coach] >>> VALID @Epoch: 473  >>> 
2023-09-21 14:23:04,100:	[Coach] >>> TEST  @Epoch: 473  >>> 
2023-09-21 14:23:10,570:	[Wall TIME] >>> ChiefCoach.train takes 6.470293 seconds ...
2023-09-21 14:23:10,652:	[Coach] >>> TRAIN @Epoch: 474  >>>  || LOSS Avg: 6.48703
2023-09-21 14:23:10,652:	[Coach] >>> VALID @Epoch: 474  >>> 
2023-09-21 14:23:10,652:	[Coach] >>> TEST  @Epoch: 474  >>> 
2023-09-21 14:23:17,053:	[Wall TIME] >>> ChiefCoach.train takes 6.401170 seconds ...
2023-09-21 14:23:22,868:	[Wall TIME] >>> ChiefCoach.valid takes 5.732385 seconds ...
2023-09-21 14:23:22,869:	[Coach] >>> TRAIN @Epoch: 475  >>>  || LOSS Avg: 6.49696
2023-09-21 14:23:22,869:	[Coach] >>> VALID @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0241 || HITRATE@5 Avg: 0.0720 || HITRATE@10 Avg: 0.1029 || NDCG@5 Avg: 0.0483 || NDCG@10 Avg: 0.0583
2023-09-21 14:23:22,869:	[Coach] >>> TEST  @Epoch: 475  >>> 
2023-09-21 14:23:27,666:	[Wall TIME] >>> ChiefCoach.train takes 4.796754 seconds ...
2023-09-21 14:23:27,745:	[Coach] >>> TRAIN @Epoch: 476  >>>  || LOSS Avg: 6.49170
2023-09-21 14:23:27,745:	[Coach] >>> VALID @Epoch: 476  >>> 
2023-09-21 14:23:27,745:	[Coach] >>> TEST  @Epoch: 476  >>> 
2023-09-21 14:23:34,163:	[Wall TIME] >>> ChiefCoach.train takes 6.417448 seconds ...
2023-09-21 14:23:34,253:	[Coach] >>> TRAIN @Epoch: 477  >>>  || LOSS Avg: 6.51842
2023-09-21 14:23:34,253:	[Coach] >>> VALID @Epoch: 477  >>> 
2023-09-21 14:23:34,253:	[Coach] >>> TEST  @Epoch: 477  >>> 
2023-09-21 14:23:40,141:	[Wall TIME] >>> ChiefCoach.train takes 5.887844 seconds ...
2023-09-21 14:23:40,221:	[Coach] >>> TRAIN @Epoch: 478  >>>  || LOSS Avg: 6.49611
2023-09-21 14:23:40,221:	[Coach] >>> VALID @Epoch: 478  >>> 
2023-09-21 14:23:40,221:	[Coach] >>> TEST  @Epoch: 478  >>> 
2023-09-21 14:23:46,517:	[Wall TIME] >>> ChiefCoach.train takes 6.295483 seconds ...
2023-09-21 14:23:46,596:	[Coach] >>> TRAIN @Epoch: 479  >>>  || LOSS Avg: 6.47521
2023-09-21 14:23:46,596:	[Coach] >>> VALID @Epoch: 479  >>> 
2023-09-21 14:23:46,596:	[Coach] >>> TEST  @Epoch: 479  >>> 
2023-09-21 14:23:52,988:	[Wall TIME] >>> ChiefCoach.train takes 6.392064 seconds ...
2023-09-21 14:23:58,608:	[Wall TIME] >>> ChiefCoach.valid takes 5.535872 seconds ...
2023-09-21 14:23:58,609:	[Coach] >>> TRAIN @Epoch: 480  >>>  || LOSS Avg: 6.48540
2023-09-21 14:23:58,609:	[Coach] >>> VALID @Epoch: 480  >>>  || HITRATE@1 Avg: 0.0247 || HITRATE@5 Avg: 0.0731 || HITRATE@10 Avg: 0.1051 || NDCG@5 Avg: 0.0493 || NDCG@10 Avg: 0.0596
2023-09-21 14:23:58,609:	[Coach] >>> TEST  @Epoch: 480  >>> 
2023-09-21 14:24:03,133:	[Wall TIME] >>> ChiefCoach.train takes 4.524114 seconds ...
2023-09-21 14:24:03,208:	[Coach] >>> TRAIN @Epoch: 481  >>>  || LOSS Avg: 6.48740
2023-09-21 14:24:03,208:	[Coach] >>> VALID @Epoch: 481  >>> 
2023-09-21 14:24:03,208:	[Coach] >>> TEST  @Epoch: 481  >>> 
2023-09-21 14:24:09,348:	[Wall TIME] >>> ChiefCoach.train takes 6.139915 seconds ...
2023-09-21 14:24:09,433:	[Coach] >>> TRAIN @Epoch: 482  >>>  || LOSS Avg: 6.47451
2023-09-21 14:24:09,433:	[Coach] >>> VALID @Epoch: 482  >>> 
2023-09-21 14:24:09,433:	[Coach] >>> TEST  @Epoch: 482  >>> 
2023-09-21 14:24:15,675:	[Wall TIME] >>> ChiefCoach.train takes 6.242051 seconds ...
2023-09-21 14:24:15,752:	[Coach] >>> TRAIN @Epoch: 483  >>>  || LOSS Avg: 6.49247
2023-09-21 14:24:15,752:	[Coach] >>> VALID @Epoch: 483  >>> 
2023-09-21 14:24:15,752:	[Coach] >>> TEST  @Epoch: 483  >>> 
2023-09-21 14:24:22,051:	[Wall TIME] >>> ChiefCoach.train takes 6.298309 seconds ...
2023-09-21 14:24:22,131:	[Coach] >>> TRAIN @Epoch: 484  >>>  || LOSS Avg: 6.50481
2023-09-21 14:24:22,131:	[Coach] >>> VALID @Epoch: 484  >>> 
2023-09-21 14:24:22,131:	[Coach] >>> TEST  @Epoch: 484  >>> 
2023-09-21 14:24:28,364:	[Wall TIME] >>> ChiefCoach.train takes 6.232602 seconds ...
2023-09-21 14:24:33,790:	[Wall TIME] >>> ChiefCoach.valid takes 5.347533 seconds ...
2023-09-21 14:24:33,791:	[Coach] >>> TRAIN @Epoch: 485  >>>  || LOSS Avg: 6.47696
2023-09-21 14:24:33,791:	[Coach] >>> VALID @Epoch: 485  >>>  || HITRATE@1 Avg: 0.0237 || HITRATE@5 Avg: 0.0731 || HITRATE@10 Avg: 0.1062 || NDCG@5 Avg: 0.0484 || NDCG@10 Avg: 0.0591
2023-09-21 14:24:33,791:	[Coach] >>> TEST  @Epoch: 485  >>> 
2023-09-21 14:24:38,405:	[Wall TIME] >>> ChiefCoach.train takes 4.613562 seconds ...
2023-09-21 14:24:38,484:	[Coach] >>> TRAIN @Epoch: 486  >>>  || LOSS Avg: 6.48741
2023-09-21 14:24:38,484:	[Coach] >>> VALID @Epoch: 486  >>> 
2023-09-21 14:24:38,484:	[Coach] >>> TEST  @Epoch: 486  >>> 
2023-09-21 14:24:44,785:	[Wall TIME] >>> ChiefCoach.train takes 6.300230 seconds ...
2023-09-21 14:24:44,871:	[Coach] >>> TRAIN @Epoch: 487  >>>  || LOSS Avg: 6.49686
2023-09-21 14:24:44,871:	[Coach] >>> VALID @Epoch: 487  >>> 
2023-09-21 14:24:44,871:	[Coach] >>> TEST  @Epoch: 487  >>> 
2023-09-21 14:24:51,301:	[Wall TIME] >>> ChiefCoach.train takes 6.429704 seconds ...
2023-09-21 14:24:51,365:	[Coach] >>> TRAIN @Epoch: 488  >>>  || LOSS Avg: 6.47583
2023-09-21 14:24:51,365:	[Coach] >>> VALID @Epoch: 488  >>> 
2023-09-21 14:24:51,366:	[Coach] >>> TEST  @Epoch: 488  >>> 
2023-09-21 14:24:57,858:	[Wall TIME] >>> ChiefCoach.train takes 6.492758 seconds ...
2023-09-21 14:24:57,944:	[Coach] >>> TRAIN @Epoch: 489  >>>  || LOSS Avg: 6.47567
2023-09-21 14:24:57,944:	[Coach] >>> VALID @Epoch: 489  >>> 
2023-09-21 14:24:57,944:	[Coach] >>> TEST  @Epoch: 489  >>> 
2023-09-21 14:25:04,471:	[Wall TIME] >>> ChiefCoach.train takes 6.526474 seconds ...
2023-09-21 14:25:09,997:	[Wall TIME] >>> ChiefCoach.valid takes 5.438824 seconds ...
2023-09-21 14:25:09,997:	[Coach] >>> TRAIN @Epoch: 490  >>>  || LOSS Avg: 6.46844
2023-09-21 14:25:09,997:	[Coach] >>> VALID @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0241 || HITRATE@5 Avg: 0.0727 || HITRATE@10 Avg: 0.1062 || NDCG@5 Avg: 0.0490 || NDCG@10 Avg: 0.0598
2023-09-21 14:25:09,997:	[Coach] >>> TEST  @Epoch: 490  >>> 
2023-09-21 14:25:14,608:	[Wall TIME] >>> ChiefCoach.train takes 4.609873 seconds ...
2023-09-21 14:25:14,688:	[Coach] >>> TRAIN @Epoch: 491  >>>  || LOSS Avg: 6.47584
2023-09-21 14:25:14,689:	[Coach] >>> VALID @Epoch: 491  >>> 
2023-09-21 14:25:14,689:	[Coach] >>> TEST  @Epoch: 491  >>> 
2023-09-21 14:25:21,182:	[Wall TIME] >>> ChiefCoach.train takes 6.492801 seconds ...
2023-09-21 14:25:21,264:	[Coach] >>> TRAIN @Epoch: 492  >>>  || LOSS Avg: 6.47556
2023-09-21 14:25:21,265:	[Coach] >>> VALID @Epoch: 492  >>> 
2023-09-21 14:25:21,265:	[Coach] >>> TEST  @Epoch: 492  >>> 
2023-09-21 14:25:27,422:	[Wall TIME] >>> ChiefCoach.train takes 6.157167 seconds ...
2023-09-21 14:25:27,493:	[Coach] >>> TRAIN @Epoch: 493  >>>  || LOSS Avg: 6.49053
2023-09-21 14:25:27,493:	[Coach] >>> VALID @Epoch: 493  >>> 
2023-09-21 14:25:27,493:	[Coach] >>> TEST  @Epoch: 493  >>> 
2023-09-21 14:25:34,008:	[Wall TIME] >>> ChiefCoach.train takes 6.514814 seconds ...
2023-09-21 14:25:34,103:	[Coach] >>> TRAIN @Epoch: 494  >>>  || LOSS Avg: 6.48261
2023-09-21 14:25:34,103:	[Coach] >>> VALID @Epoch: 494  >>> 
2023-09-21 14:25:34,103:	[Coach] >>> TEST  @Epoch: 494  >>> 
2023-09-21 14:25:40,006:	[Wall TIME] >>> ChiefCoach.train takes 5.902965 seconds ...
2023-09-21 14:25:45,610:	[Wall TIME] >>> ChiefCoach.valid takes 5.516847 seconds ...
2023-09-21 14:25:45,611:	[Coach] >>> TRAIN @Epoch: 495  >>>  || LOSS Avg: 6.50356
2023-09-21 14:25:45,611:	[Coach] >>> VALID @Epoch: 495  >>>  || HITRATE@1 Avg: 0.0241 || HITRATE@5 Avg: 0.0719 || HITRATE@10 Avg: 0.1043 || NDCG@5 Avg: 0.0482 || NDCG@10 Avg: 0.0587
2023-09-21 14:25:45,611:	[Coach] >>> TEST  @Epoch: 495  >>> 
2023-09-21 14:25:50,110:	[Wall TIME] >>> ChiefCoach.train takes 4.498142 seconds ...
2023-09-21 14:25:50,195:	[Coach] >>> TRAIN @Epoch: 496  >>>  || LOSS Avg: 6.48469
2023-09-21 14:25:50,196:	[Coach] >>> VALID @Epoch: 496  >>> 
2023-09-21 14:25:50,196:	[Coach] >>> TEST  @Epoch: 496  >>> 
2023-09-21 14:25:56,364:	[Wall TIME] >>> ChiefCoach.train takes 6.167892 seconds ...
2023-09-21 14:25:56,444:	[Coach] >>> TRAIN @Epoch: 497  >>>  || LOSS Avg: 6.49572
2023-09-21 14:25:56,444:	[Coach] >>> VALID @Epoch: 497  >>> 
2023-09-21 14:25:56,444:	[Coach] >>> TEST  @Epoch: 497  >>> 
2023-09-21 14:26:02,880:	[Wall TIME] >>> ChiefCoach.train takes 6.436192 seconds ...
2023-09-21 14:26:02,972:	[Coach] >>> TRAIN @Epoch: 498  >>>  || LOSS Avg: 6.47887
2023-09-21 14:26:02,972:	[Coach] >>> VALID @Epoch: 498  >>> 
2023-09-21 14:26:02,972:	[Coach] >>> TEST  @Epoch: 498  >>> 
2023-09-21 14:26:09,456:	[Wall TIME] >>> ChiefCoach.train takes 6.483698 seconds ...
2023-09-21 14:26:09,542:	[Coach] >>> TRAIN @Epoch: 499  >>>  || LOSS Avg: 6.48860
2023-09-21 14:26:09,542:	[Coach] >>> VALID @Epoch: 499  >>> 
2023-09-21 14:26:09,542:	[Coach] >>> TEST  @Epoch: 499  >>> 
2023-09-21 14:26:16,001:	[Wall TIME] >>> ChiefCoach.train takes 6.458849 seconds ...
2023-09-21 14:26:21,382:	[Wall TIME] >>> ChiefCoach.valid takes 5.353897 seconds ...
2023-09-21 14:26:25,335:	[Wall TIME] >>> ChiefCoach.test takes 3.952534 seconds ...
2023-09-21 14:26:25,335:	[Coach] >>> TRAIN @Epoch: 500  >>>  || LOSS Avg: 6.51150
2023-09-21 14:26:25,335:	[Coach] >>> VALID @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0248 || HITRATE@5 Avg: 0.0725 || HITRATE@10 Avg: 0.1061 || NDCG@5 Avg: 0.0491 || NDCG@10 Avg: 0.0600
2023-09-21 14:26:25,335:	[Coach] >>> TEST  @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0180 || HITRATE@5 Avg: 0.0532 || HITRATE@10 Avg: 0.0789 || NDCG@5 Avg: 0.0357 || NDCG@10 Avg: 0.0440
2023-09-21 14:26:26,835:	   Prefix      Metric      Best  @Epoch
0   train        LOSS  6.467391     465
1   valid   HITRATE@1  0.026606     265
2   valid   HITRATE@5  0.075392     335
3   valid  HITRATE@10  0.106515     350
4   valid      NDCG@5  0.050506     315
5   valid     NDCG@10  0.060589     315
6    test   HITRATE@1  0.018021       0
7    test   HITRATE@5  0.053168       0
8    test  HITRATE@10  0.078925       0
9    test      NDCG@5  0.035731       0
10   test     NDCG@10  0.043974       0
2023-09-21 14:26:26,835:	[LoG_PaTH] >>> ./logs/Beauty-5/AmazonBeauty_550_Chron/0-0921132722
2023-09-21 14:26:26,972:	[Wall TIME] >>> Coach.summary takes 1.636955 seconds ...
2023-09-21 14:26:26,973:	[Coach] >>> Load best model @Epoch 315  
2023-09-21 14:26:29,369:	[Wall TIME] >>> ChiefCoach.valid takes 2.379822 seconds ...
2023-09-21 14:26:33,098:	[Wall TIME] >>> ChiefCoach.test takes 3.727924 seconds ...
2023-09-21 14:26:33,098:	[Coach] >>> TRAIN @Epoch: 315  >>> 
2023-09-21 14:26:33,098:	[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0263 || HITRATE@5 Avg: 0.0736 || HITRATE@10 Avg: 0.1051 || NDCG@5 Avg: 0.0505 || NDCG@10 Avg: 0.0606
2023-09-21 14:26:33,099:	[Coach] >>> TEST  @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0175 || HITRATE@5 Avg: 0.0528 || HITRATE@10 Avg: 0.0775 || NDCG@5 Avg: 0.0355 || NDCG@10 Avg: 0.0434
2023-09-21 14:26:33,125:	[Wall TIME] >>> Coach.fit takes 3542.490989 seconds ...
