2023-09-20 16:01:46,037:	========================================================================
2023-09-20 16:01:46,038:	========================================================================
2023-09-20 16:01:46,038:	========================================================================
2023-09-20 16:01:46,038:	[1;33m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-20 16:01:46,038:	[1;33m[Seed] >>> Set seed: 3[0m
2023-09-20 16:01:46,039:	[1;33m[PARSER] >>>
[BENCHMARK: False] 
[SEED: 3] 
[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: ML-5] 
[root: ../../data] 
[dataset: MovieLens1M_550_Chron] 
[config: configs/MovieLens1M_550_Chron.yaml] 
[ranking: full] 
[device: 3] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.1] 
[lr: 0.001] 
[batch_size: 256] 
[epochs: 500] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0920160141] 
[maxlen: 200] 
[maxlen4graph: 10] 
[num_heads: 4] 
[num_blocks: 2] 
[hidden_size: 64] 
[dropout_rate: 0.1] 
[mask_prob: 0.2] 
[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/ML-5/MovieLens1M_550_Chron/3] 
[LOG_PATH: ./logs/ML-5/MovieLens1M_550_Chron/3-0920160141] 
[0m
2023-09-20 16:01:46,039:	[1;33m[Wall TIME] >>> Parser.compile takes 0.009670 seconds ...[0m
2023-09-20 16:01:46,045:	[1;33m[MovieLens1M_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Sparse,FieldTags.User]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Sparse,FieldTags.Item]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Dense,FieldTags.Timestamp][0m
2023-09-20 16:01:47,174:	[1;33m+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
| #Users | #Items |      Avg.Len       | #Interactions | #Train | #Valid | #Test |       Density        |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
|  6040  |  3416  | 165.49850993377484 |     999611    | 987531 |  6040  |  6040 | 0.048448041549699894 |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+[0m
2023-09-20 16:01:47,175:	[1;33m[Wall TIME] >>> RecDataSet.compile takes 1.134131 seconds ...[0m
2023-09-20 16:01:49,433:	[1;33m[Wall TIME] >>> SeqValidYielder.prepare takes 1.205033 seconds ...[0m
2023-09-20 16:01:50,857:	[1;33m[Wall TIME] >>> SeqTestYielder.prepare takes 1.421922 seconds ...[0m
2023-09-20 16:01:56,017:	[1;33m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-20 16:01:56,018:	[1;33m[Wall TIME] >>> Coach.compile takes 0.001157 seconds ...[0m
2023-09-20 16:01:59,637:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 3.584115 seconds ...[0m
2023-09-20 16:01:59,637:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0011*** [0m
2023-09-20 16:01:59,653:	[1;33m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-20 16:01:59,654:	[1;33m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0007 || HITRATE@5 Avg: 0.0010 || HITRATE@10 Avg: 0.0018 || NDCG@5 Avg: 0.0008 || NDCG@10 Avg: 0.0011[0m
2023-09-20 16:01:59,655:	[1;33m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-20 16:02:01,577:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.920973 seconds ...[0m
2023-09-20 16:02:01,652:	[1;33m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 7.95737[0m
2023-09-20 16:02:01,652:	[1;33m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-20 16:02:01,652:	[1;33m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-20 16:02:03,567:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.914531 seconds ...[0m
2023-09-20 16:02:03,650:	[1;33m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 7.64250[0m
2023-09-20 16:02:03,651:	[1;33m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-20 16:02:03,651:	[1;33m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-20 16:02:05,526:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.875301 seconds ...[0m
2023-09-20 16:02:05,604:	[1;33m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 7.51109[0m
2023-09-20 16:02:05,604:	[1;33m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-20 16:02:05,604:	[1;33m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-20 16:02:07,485:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.880333 seconds ...[0m
2023-09-20 16:02:07,563:	[1;33m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 7.48172[0m
2023-09-20 16:02:07,564:	[1;33m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-20 16:02:07,564:	[1;33m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-20 16:02:09,438:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.874440 seconds ...[0m
2023-09-20 16:02:11,678:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.157083 seconds ...[0m
2023-09-20 16:02:11,678:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0206*** [0m
2023-09-20 16:02:11,696:	[1;33m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 7.46856[0m
2023-09-20 16:02:11,697:	[1;33m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0058 || HITRATE@5 Avg: 0.0217 || HITRATE@10 Avg: 0.0430 || NDCG@5 Avg: 0.0138 || NDCG@10 Avg: 0.0206[0m
2023-09-20 16:02:11,697:	[1;33m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-20 16:02:13,582:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.885242 seconds ...[0m
2023-09-20 16:02:13,663:	[1;33m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 7.47231[0m
2023-09-20 16:02:13,664:	[1;33m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-20 16:02:13,664:	[1;33m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-20 16:02:15,521:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.857479 seconds ...[0m
2023-09-20 16:02:15,601:	[1;33m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 7.43317[0m
2023-09-20 16:02:15,601:	[1;33m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-20 16:02:15,601:	[1;33m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-20 16:02:17,490:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.888139 seconds ...[0m
2023-09-20 16:02:17,566:	[1;33m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 7.41259[0m
2023-09-20 16:02:17,566:	[1;33m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-20 16:02:17,566:	[1;33m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-20 16:02:19,448:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.881152 seconds ...[0m
2023-09-20 16:02:19,534:	[1;33m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 7.37739[0m
2023-09-20 16:02:19,535:	[1;33m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-20 16:02:19,535:	[1;33m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-20 16:02:21,408:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.873158 seconds ...[0m
2023-09-20 16:02:23,570:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.078860 seconds ...[0m
2023-09-20 16:02:23,570:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0213*** [0m
2023-09-20 16:02:23,588:	[1;33m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 7.32890[0m
2023-09-20 16:02:23,588:	[1;33m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0051 || HITRATE@5 Avg: 0.0257 || HITRATE@10 Avg: 0.0442 || NDCG@5 Avg: 0.0154 || NDCG@10 Avg: 0.0213[0m
2023-09-20 16:02:23,588:	[1;33m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-20 16:02:25,490:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.902161 seconds ...[0m
2023-09-20 16:02:25,568:	[1;33m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 7.26439[0m
2023-09-20 16:02:25,568:	[1;33m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-20 16:02:25,568:	[1;33m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-20 16:02:27,443:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.874281 seconds ...[0m
2023-09-20 16:02:27,525:	[1;33m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 7.18664[0m
2023-09-20 16:02:27,525:	[1;33m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-20 16:02:27,525:	[1;33m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-20 16:02:29,403:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.877833 seconds ...[0m
2023-09-20 16:02:29,485:	[1;33m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 7.10698[0m
2023-09-20 16:02:29,485:	[1;33m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-20 16:02:29,485:	[1;33m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-20 16:02:31,400:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.914156 seconds ...[0m
2023-09-20 16:02:31,481:	[1;33m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 7.00468[0m
2023-09-20 16:02:31,482:	[1;33m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-20 16:02:31,482:	[1;33m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-20 16:02:33,426:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.943416 seconds ...[0m
2023-09-20 16:02:35,616:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.108608 seconds ...[0m
2023-09-20 16:02:35,617:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0498*** [0m
2023-09-20 16:02:35,635:	[1;33m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 6.89755[0m
2023-09-20 16:02:35,635:	[1;33m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0144 || HITRATE@5 Avg: 0.0594 || HITRATE@10 Avg: 0.1000 || NDCG@5 Avg: 0.0368 || NDCG@10 Avg: 0.0498[0m
2023-09-20 16:02:35,635:	[1;33m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-20 16:02:37,528:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.891886 seconds ...[0m
2023-09-20 16:02:37,608:	[1;33m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 6.79679[0m
2023-09-20 16:02:37,608:	[1;33m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-20 16:02:37,608:	[1;33m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-20 16:02:39,504:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.895817 seconds ...[0m
2023-09-20 16:02:39,582:	[1;33m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 6.73463[0m
2023-09-20 16:02:39,583:	[1;33m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-20 16:02:39,583:	[1;33m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-20 16:02:41,501:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.917861 seconds ...[0m
2023-09-20 16:02:41,586:	[1;33m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 6.67833[0m
2023-09-20 16:02:41,588:	[1;33m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-20 16:02:41,589:	[1;33m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-20 16:02:43,424:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.835068 seconds ...[0m
2023-09-20 16:02:43,478:	[1;33m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 6.61333[0m
2023-09-20 16:02:43,478:	[1;33m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-20 16:02:43,478:	[1;33m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-20 16:02:45,210:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.731400 seconds ...[0m
2023-09-20 16:02:46,540:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.266241 seconds ...[0m
2023-09-20 16:02:46,541:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0659*** [0m
2023-09-20 16:02:46,556:	[1;33m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 6.57172[0m
2023-09-20 16:02:46,556:	[1;33m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0215 || HITRATE@5 Avg: 0.0823 || HITRATE@10 Avg: 0.1248 || NDCG@5 Avg: 0.0522 || NDCG@10 Avg: 0.0659[0m
2023-09-20 16:02:46,556:	[1;33m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-20 16:02:48,271:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.714395 seconds ...[0m
2023-09-20 16:02:48,328:	[1;33m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 6.52988[0m
2023-09-20 16:02:48,328:	[1;33m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-20 16:02:48,328:	[1;33m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-20 16:02:50,068:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.740179 seconds ...[0m
2023-09-20 16:02:50,126:	[1;33m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 6.49887[0m
2023-09-20 16:02:50,127:	[1;33m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-20 16:02:50,127:	[1;33m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-20 16:02:51,856:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.729264 seconds ...[0m
2023-09-20 16:02:51,914:	[1;33m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 6.47418[0m
2023-09-20 16:02:51,914:	[1;33m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-20 16:02:51,914:	[1;33m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-20 16:02:53,709:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.795302 seconds ...[0m
2023-09-20 16:02:53,768:	[1;33m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 6.44600[0m
2023-09-20 16:02:53,768:	[1;33m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-20 16:02:53,769:	[1;33m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-20 16:02:55,569:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.799825 seconds ...[0m
2023-09-20 16:02:56,856:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.228247 seconds ...[0m
2023-09-20 16:02:56,857:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0702*** [0m
2023-09-20 16:02:56,876:	[1;33m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 6.40183[0m
2023-09-20 16:02:56,877:	[1;33m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0232 || HITRATE@5 Avg: 0.0853 || HITRATE@10 Avg: 0.1333 || NDCG@5 Avg: 0.0548 || NDCG@10 Avg: 0.0702[0m
2023-09-20 16:02:56,877:	[1;33m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-20 16:02:58,630:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.753005 seconds ...[0m
2023-09-20 16:02:58,695:	[1;33m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 6.38848[0m
2023-09-20 16:02:58,696:	[1;33m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-20 16:02:58,696:	[1;33m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-20 16:03:00,450:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.754596 seconds ...[0m
2023-09-20 16:03:00,513:	[1;33m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 6.34876[0m
2023-09-20 16:03:00,514:	[1;33m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-20 16:03:00,514:	[1;33m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-20 16:03:02,276:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.761947 seconds ...[0m
2023-09-20 16:03:02,339:	[1;33m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 6.33997[0m
2023-09-20 16:03:02,340:	[1;33m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-20 16:03:02,340:	[1;33m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-20 16:03:04,177:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.837394 seconds ...[0m
2023-09-20 16:03:04,258:	[1;33m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 6.32128[0m
2023-09-20 16:03:04,258:	[1;33m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-20 16:03:04,258:	[1;33m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-20 16:03:06,201:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.942679 seconds ...[0m
2023-09-20 16:03:08,424:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.139512 seconds ...[0m
2023-09-20 16:03:08,425:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0807*** [0m
2023-09-20 16:03:08,443:	[1;33m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 6.29772[0m
2023-09-20 16:03:08,443:	[1;33m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0268 || HITRATE@5 Avg: 0.0975 || HITRATE@10 Avg: 0.1536 || NDCG@5 Avg: 0.0627 || NDCG@10 Avg: 0.0807[0m
2023-09-20 16:03:08,443:	[1;33m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-20 16:03:10,331:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.887182 seconds ...[0m
2023-09-20 16:03:10,412:	[1;33m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 6.28015[0m
2023-09-20 16:03:10,412:	[1;33m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-20 16:03:10,412:	[1;33m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-20 16:03:12,306:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.893627 seconds ...[0m
2023-09-20 16:03:12,387:	[1;33m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 6.26808[0m
2023-09-20 16:03:12,388:	[1;33m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-20 16:03:12,388:	[1;33m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-20 16:03:14,299:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.911063 seconds ...[0m
2023-09-20 16:03:14,387:	[1;33m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 6.24555[0m
2023-09-20 16:03:14,387:	[1;33m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-20 16:03:14,387:	[1;33m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-20 16:03:16,326:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.938578 seconds ...[0m
2023-09-20 16:03:16,407:	[1;33m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 6.25129[0m
2023-09-20 16:03:16,408:	[1;33m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-20 16:03:16,408:	[1;33m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-20 16:03:18,352:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.944096 seconds ...[0m
2023-09-20 16:03:20,624:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.191442 seconds ...[0m
2023-09-20 16:03:20,625:	[1;33m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 6.21970[0m
2023-09-20 16:03:20,625:	[1;33m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0272 || HITRATE@5 Avg: 0.0944 || HITRATE@10 Avg: 0.1536 || NDCG@5 Avg: 0.0613 || NDCG@10 Avg: 0.0804[0m
2023-09-20 16:03:20,625:	[1;33m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-20 16:03:22,559:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.933800 seconds ...[0m
2023-09-20 16:03:22,648:	[1;33m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 6.19330[0m
2023-09-20 16:03:22,648:	[1;33m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-20 16:03:22,649:	[1;33m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-20 16:03:24,568:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.918815 seconds ...[0m
2023-09-20 16:03:24,655:	[1;33m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 6.18773[0m
2023-09-20 16:03:24,655:	[1;33m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-20 16:03:24,655:	[1;33m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-20 16:03:26,583:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.927473 seconds ...[0m
2023-09-20 16:03:26,663:	[1;33m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 6.18397[0m
2023-09-20 16:03:26,663:	[1;33m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-20 16:03:26,664:	[1;33m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-20 16:03:28,589:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.924752 seconds ...[0m
2023-09-20 16:03:28,676:	[1;33m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 6.14730[0m
2023-09-20 16:03:28,677:	[1;33m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-20 16:03:28,677:	[1;33m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-20 16:03:30,637:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.959758 seconds ...[0m
2023-09-20 16:03:32,910:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.188344 seconds ...[0m
2023-09-20 16:03:32,911:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0930*** [0m
2023-09-20 16:03:32,929:	[1;33m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 6.14267[0m
2023-09-20 16:03:32,929:	[1;33m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0323 || HITRATE@5 Avg: 0.1094 || HITRATE@10 Avg: 0.1780 || NDCG@5 Avg: 0.0710 || NDCG@10 Avg: 0.0930[0m
2023-09-20 16:03:32,930:	[1;33m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-20 16:03:34,825:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.895237 seconds ...[0m
2023-09-20 16:03:34,908:	[1;33m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 6.10783[0m
2023-09-20 16:03:34,909:	[1;33m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-20 16:03:34,909:	[1;33m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-20 16:03:36,803:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.894012 seconds ...[0m
2023-09-20 16:03:36,882:	[1;33m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 6.08443[0m
2023-09-20 16:03:36,882:	[1;33m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-20 16:03:36,883:	[1;33m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-20 16:03:38,821:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.938294 seconds ...[0m
2023-09-20 16:03:38,906:	[1;33m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 6.07651[0m
2023-09-20 16:03:38,906:	[1;33m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-20 16:03:38,907:	[1;33m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-20 16:03:40,895:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.988147 seconds ...[0m
2023-09-20 16:03:40,976:	[1;33m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 6.02584[0m
2023-09-20 16:03:40,976:	[1;33m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-20 16:03:40,976:	[1;33m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-20 16:03:43,009:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.032600 seconds ...[0m
2023-09-20 16:03:45,243:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.147211 seconds ...[0m
2023-09-20 16:03:45,244:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.0985*** [0m
2023-09-20 16:03:45,264:	[1;33m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 6.04454[0m
2023-09-20 16:03:45,264:	[1;33m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0341 || HITRATE@5 Avg: 0.1171 || HITRATE@10 Avg: 0.1876 || NDCG@5 Avg: 0.0759 || NDCG@10 Avg: 0.0985[0m
2023-09-20 16:03:45,265:	[1;33m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-20 16:03:47,196:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.931507 seconds ...[0m
2023-09-20 16:03:47,276:	[1;33m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 6.01926[0m
2023-09-20 16:03:47,276:	[1;33m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-20 16:03:47,276:	[1;33m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-20 16:03:49,182:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.905457 seconds ...[0m
2023-09-20 16:03:49,262:	[1;33m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 5.98654[0m
2023-09-20 16:03:49,263:	[1;33m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-20 16:03:49,263:	[1;33m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-20 16:03:51,240:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.976841 seconds ...[0m
2023-09-20 16:03:51,325:	[1;33m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 5.97024[0m
2023-09-20 16:03:51,326:	[1;33m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-20 16:03:51,326:	[1;33m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-20 16:03:53,301:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.974646 seconds ...[0m
2023-09-20 16:03:53,387:	[1;33m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 5.96513[0m
2023-09-20 16:03:53,387:	[1;33m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-20 16:03:53,387:	[1;33m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-20 16:03:55,315:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.927193 seconds ...[0m
2023-09-20 16:03:56,595:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.218946 seconds ...[0m
2023-09-20 16:03:56,596:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1026*** [0m
2023-09-20 16:03:56,611:	[1;33m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 5.95055[0m
2023-09-20 16:03:56,611:	[1;33m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0371 || HITRATE@5 Avg: 0.1232 || HITRATE@10 Avg: 0.1939 || NDCG@5 Avg: 0.0799 || NDCG@10 Avg: 0.1026[0m
2023-09-20 16:03:56,611:	[1;33m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-20 16:03:58,344:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.733193 seconds ...[0m
2023-09-20 16:03:58,407:	[1;33m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 5.93238[0m
2023-09-20 16:03:58,407:	[1;33m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-20 16:03:58,407:	[1;33m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-20 16:04:00,233:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.825336 seconds ...[0m
2023-09-20 16:04:00,305:	[1;33m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 5.91099[0m
2023-09-20 16:04:00,306:	[1;33m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-20 16:04:00,306:	[1;33m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-20 16:04:02,115:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.808953 seconds ...[0m
2023-09-20 16:04:02,174:	[1;33m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 5.90673[0m
2023-09-20 16:04:02,175:	[1;33m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-20 16:04:02,175:	[1;33m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-20 16:04:03,938:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.762951 seconds ...[0m
2023-09-20 16:04:03,998:	[1;33m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 5.91211[0m
2023-09-20 16:04:03,999:	[1;33m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-20 16:04:03,999:	[1;33m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-20 16:04:05,804:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.804532 seconds ...[0m
2023-09-20 16:04:07,237:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.368855 seconds ...[0m
2023-09-20 16:04:07,238:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1092*** [0m
2023-09-20 16:04:07,252:	[1;33m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 5.87657[0m
2023-09-20 16:04:07,252:	[1;33m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0368 || HITRATE@5 Avg: 0.1326 || HITRATE@10 Avg: 0.2065 || NDCG@5 Avg: 0.0854 || NDCG@10 Avg: 0.1092[0m
2023-09-20 16:04:07,252:	[1;33m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-20 16:04:08,988:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.735645 seconds ...[0m
2023-09-20 16:04:09,068:	[1;33m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 5.87391[0m
2023-09-20 16:04:09,069:	[1;33m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-20 16:04:09,069:	[1;33m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-20 16:04:10,855:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.785992 seconds ...[0m
2023-09-20 16:04:10,909:	[1;33m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 5.85791[0m
2023-09-20 16:04:10,910:	[1;33m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-20 16:04:10,910:	[1;33m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-20 16:04:12,682:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.772594 seconds ...[0m
2023-09-20 16:04:12,739:	[1;33m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 5.83918[0m
2023-09-20 16:04:12,739:	[1;33m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-20 16:04:12,739:	[1;33m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-20 16:04:14,527:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.787476 seconds ...[0m
2023-09-20 16:04:14,589:	[1;33m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 5.83119[0m
2023-09-20 16:04:14,589:	[1;33m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-20 16:04:14,589:	[1;33m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-20 16:04:16,443:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.853549 seconds ...[0m
2023-09-20 16:04:18,768:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.243517 seconds ...[0m
2023-09-20 16:04:18,768:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1160*** [0m
2023-09-20 16:04:18,786:	[1;33m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 5.82434[0m
2023-09-20 16:04:18,786:	[1;33m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0409 || HITRATE@5 Avg: 0.1419 || HITRATE@10 Avg: 0.2157 || NDCG@5 Avg: 0.0921 || NDCG@10 Avg: 0.1160[0m
2023-09-20 16:04:18,787:	[1;33m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-20 16:04:20,692:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.905643 seconds ...[0m
2023-09-20 16:04:20,774:	[1;33m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 5.83631[0m
2023-09-20 16:04:20,774:	[1;33m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-20 16:04:20,775:	[1;33m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-20 16:04:22,697:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.922443 seconds ...[0m
2023-09-20 16:04:22,781:	[1;33m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 5.79781[0m
2023-09-20 16:04:22,782:	[1;33m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-20 16:04:22,782:	[1;33m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-20 16:04:24,739:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.956919 seconds ...[0m
2023-09-20 16:04:24,826:	[1;33m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 5.79103[0m
2023-09-20 16:04:24,827:	[1;33m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-20 16:04:24,827:	[1;33m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-20 16:04:26,806:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.979203 seconds ...[0m
2023-09-20 16:04:26,887:	[1;33m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 5.80684[0m
2023-09-20 16:04:26,887:	[1;33m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-20 16:04:26,887:	[1;33m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-20 16:04:28,869:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.981096 seconds ...[0m
2023-09-20 16:04:31,110:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.162826 seconds ...[0m
2023-09-20 16:04:31,110:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1191*** [0m
2023-09-20 16:04:31,129:	[1;33m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 5.78761[0m
2023-09-20 16:04:31,129:	[1;33m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0421 || HITRATE@5 Avg: 0.1478 || HITRATE@10 Avg: 0.2214 || NDCG@5 Avg: 0.0954 || NDCG@10 Avg: 0.1191[0m
2023-09-20 16:04:31,129:	[1;33m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-20 16:04:33,035:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.905126 seconds ...[0m
2023-09-20 16:04:33,124:	[1;33m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 5.77115[0m
2023-09-20 16:04:33,124:	[1;33m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-20 16:04:33,124:	[1;33m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-20 16:04:35,048:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.924126 seconds ...[0m
2023-09-20 16:04:35,127:	[1;33m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 5.76388[0m
2023-09-20 16:04:35,128:	[1;33m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-20 16:04:35,128:	[1;33m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-20 16:04:37,077:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.948750 seconds ...[0m
2023-09-20 16:04:37,155:	[1;33m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 5.75788[0m
2023-09-20 16:04:37,156:	[1;33m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-20 16:04:37,156:	[1;33m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-20 16:04:39,130:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.973788 seconds ...[0m
2023-09-20 16:04:39,208:	[1;33m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 5.76206[0m
2023-09-20 16:04:39,208:	[1;33m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-20 16:04:39,208:	[1;33m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-20 16:04:41,179:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.970432 seconds ...[0m
2023-09-20 16:04:43,373:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.115552 seconds ...[0m
2023-09-20 16:04:43,373:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1229*** [0m
2023-09-20 16:04:43,392:	[1;33m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 5.74888[0m
2023-09-20 16:04:43,392:	[1;33m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0444 || HITRATE@5 Avg: 0.1477 || HITRATE@10 Avg: 0.2305 || NDCG@5 Avg: 0.0962 || NDCG@10 Avg: 0.1229[0m
2023-09-20 16:04:43,392:	[1;33m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-20 16:04:45,294:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.901723 seconds ...[0m
2023-09-20 16:04:45,374:	[1;33m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 5.74282[0m
2023-09-20 16:04:45,374:	[1;33m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-20 16:04:45,375:	[1;33m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-20 16:04:47,330:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.955774 seconds ...[0m
2023-09-20 16:04:47,418:	[1;33m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 5.73806[0m
2023-09-20 16:04:47,418:	[1;33m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-20 16:04:47,418:	[1;33m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-20 16:04:49,466:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.047160 seconds ...[0m
2023-09-20 16:04:49,548:	[1;33m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 5.72945[0m
2023-09-20 16:04:49,548:	[1;33m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-20 16:04:49,548:	[1;33m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-20 16:04:51,519:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.970469 seconds ...[0m
2023-09-20 16:04:51,604:	[1;33m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 5.71092[0m
2023-09-20 16:04:51,604:	[1;33m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-20 16:04:51,604:	[1;33m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-20 16:04:53,594:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.989721 seconds ...[0m
2023-09-20 16:04:55,848:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.166880 seconds ...[0m
2023-09-20 16:04:55,848:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1273*** [0m
2023-09-20 16:04:55,871:	[1;33m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 5.72412[0m
2023-09-20 16:04:55,872:	[1;33m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0472 || HITRATE@5 Avg: 0.1535 || HITRATE@10 Avg: 0.2349 || NDCG@5 Avg: 0.1012 || NDCG@10 Avg: 0.1273[0m
2023-09-20 16:04:55,872:	[1;33m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-20 16:04:57,758:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.885567 seconds ...[0m
2023-09-20 16:04:57,843:	[1;33m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 5.71113[0m
2023-09-20 16:04:57,843:	[1;33m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-20 16:04:57,843:	[1;33m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-20 16:04:59,793:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.949689 seconds ...[0m
2023-09-20 16:04:59,877:	[1;33m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 5.70063[0m
2023-09-20 16:04:59,877:	[1;33m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-20 16:04:59,877:	[1;33m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-20 16:05:01,858:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.979956 seconds ...[0m
2023-09-20 16:05:01,937:	[1;33m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 5.69843[0m
2023-09-20 16:05:01,937:	[1;33m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-20 16:05:01,937:	[1;33m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-20 16:05:03,884:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.946241 seconds ...[0m
2023-09-20 16:05:03,959:	[1;33m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 5.70452[0m
2023-09-20 16:05:03,959:	[1;33m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-20 16:05:03,959:	[1;33m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-20 16:05:05,948:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.989088 seconds ...[0m
2023-09-20 16:05:08,234:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.206239 seconds ...[0m
2023-09-20 16:05:08,235:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1323*** [0m
2023-09-20 16:05:08,252:	[1;33m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 5.67793[0m
2023-09-20 16:05:08,252:	[1;33m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0510 || HITRATE@5 Avg: 0.1621 || HITRATE@10 Avg: 0.2394 || NDCG@5 Avg: 0.1074 || NDCG@10 Avg: 0.1323[0m
2023-09-20 16:05:08,252:	[1;33m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-20 16:05:10,177:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.924232 seconds ...[0m
2023-09-20 16:05:10,255:	[1;33m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 5.69205[0m
2023-09-20 16:05:10,256:	[1;33m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-20 16:05:10,256:	[1;33m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-20 16:05:12,189:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.932903 seconds ...[0m
2023-09-20 16:05:12,267:	[1;33m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 5.68768[0m
2023-09-20 16:05:12,267:	[1;33m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-20 16:05:12,268:	[1;33m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-20 16:05:14,210:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.942693 seconds ...[0m
2023-09-20 16:05:14,287:	[1;33m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 5.66451[0m
2023-09-20 16:05:14,287:	[1;33m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-20 16:05:14,287:	[1;33m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-20 16:05:16,262:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.974254 seconds ...[0m
2023-09-20 16:05:16,343:	[1;33m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 5.66070[0m
2023-09-20 16:05:16,343:	[1;33m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-20 16:05:16,343:	[1;33m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-20 16:05:18,335:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.991822 seconds ...[0m
2023-09-20 16:05:20,682:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.256841 seconds ...[0m
2023-09-20 16:05:20,682:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1356*** [0m
2023-09-20 16:05:20,702:	[1;33m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 5.65490[0m
2023-09-20 16:05:20,703:	[1;33m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0513 || HITRATE@5 Avg: 0.1661 || HITRATE@10 Avg: 0.2487 || NDCG@5 Avg: 0.1091 || NDCG@10 Avg: 0.1356[0m
2023-09-20 16:05:20,703:	[1;33m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-20 16:05:22,611:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.908058 seconds ...[0m
2023-09-20 16:05:22,699:	[1;33m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 5.62634[0m
2023-09-20 16:05:22,699:	[1;33m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-20 16:05:22,699:	[1;33m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-20 16:05:24,654:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.954422 seconds ...[0m
2023-09-20 16:05:24,742:	[1;33m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 5.66855[0m
2023-09-20 16:05:24,742:	[1;33m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-20 16:05:24,742:	[1;33m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-20 16:05:26,675:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.932494 seconds ...[0m
2023-09-20 16:05:26,734:	[1;33m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 5.64776[0m
2023-09-20 16:05:26,735:	[1;33m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-20 16:05:26,735:	[1;33m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-20 16:05:28,428:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.693706 seconds ...[0m
2023-09-20 16:05:28,492:	[1;33m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 5.63634[0m
2023-09-20 16:05:28,492:	[1;33m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-20 16:05:28,492:	[1;33m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-20 16:05:30,251:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.759198 seconds ...[0m
2023-09-20 16:05:31,594:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.283421 seconds ...[0m
2023-09-20 16:05:31,594:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1367*** [0m
2023-09-20 16:05:31,607:	[1;33m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 5.64149[0m
2023-09-20 16:05:31,607:	[1;33m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0541 || HITRATE@5 Avg: 0.1661 || HITRATE@10 Avg: 0.2478 || NDCG@5 Avg: 0.1104 || NDCG@10 Avg: 0.1367[0m
2023-09-20 16:05:31,607:	[1;33m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-20 16:05:33,402:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.795239 seconds ...[0m
2023-09-20 16:05:33,467:	[1;33m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 5.63021[0m
2023-09-20 16:05:33,467:	[1;33m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-20 16:05:33,467:	[1;33m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-20 16:05:35,211:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.744200 seconds ...[0m
2023-09-20 16:05:35,269:	[1;33m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 5.62398[0m
2023-09-20 16:05:35,269:	[1;33m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-20 16:05:35,269:	[1;33m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-20 16:05:37,040:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.771060 seconds ...[0m
2023-09-20 16:05:37,105:	[1;33m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 5.61956[0m
2023-09-20 16:05:37,106:	[1;33m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-20 16:05:37,106:	[1;33m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-20 16:05:38,901:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.795124 seconds ...[0m
2023-09-20 16:05:38,965:	[1;33m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 5.61437[0m
2023-09-20 16:05:38,965:	[1;33m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-20 16:05:38,965:	[1;33m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-20 16:05:40,811:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.845548 seconds ...[0m
2023-09-20 16:05:42,195:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.326863 seconds ...[0m
2023-09-20 16:05:42,196:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1369*** [0m
2023-09-20 16:05:42,211:	[1;33m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 5.60121[0m
2023-09-20 16:05:42,211:	[1;33m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0536 || HITRATE@5 Avg: 0.1651 || HITRATE@10 Avg: 0.2478 || NDCG@5 Avg: 0.1103 || NDCG@10 Avg: 0.1369[0m
2023-09-20 16:05:42,211:	[1;33m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-20 16:05:43,993:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.782520 seconds ...[0m
2023-09-20 16:05:44,052:	[1;33m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 5.60749[0m
2023-09-20 16:05:44,052:	[1;33m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-20 16:05:44,052:	[1;33m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-20 16:05:45,862:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.809335 seconds ...[0m
2023-09-20 16:05:45,917:	[1;33m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 5.60634[0m
2023-09-20 16:05:45,918:	[1;33m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-20 16:05:45,918:	[1;33m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-20 16:05:47,731:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.813402 seconds ...[0m
2023-09-20 16:05:47,791:	[1;33m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 5.60277[0m
2023-09-20 16:05:47,791:	[1;33m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-20 16:05:47,791:	[1;33m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-20 16:05:49,721:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.929316 seconds ...[0m
2023-09-20 16:05:49,802:	[1;33m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 5.61018[0m
2023-09-20 16:05:49,802:	[1;33m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-20 16:05:49,802:	[1;33m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-20 16:05:51,839:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.036705 seconds ...[0m
2023-09-20 16:05:54,059:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.137141 seconds ...[0m
2023-09-20 16:05:54,060:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1381*** [0m
2023-09-20 16:05:54,077:	[1;33m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 5.60200[0m
2023-09-20 16:05:54,078:	[1;33m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0515 || HITRATE@5 Avg: 0.1680 || HITRATE@10 Avg: 0.2528 || NDCG@5 Avg: 0.1108 || NDCG@10 Avg: 0.1381[0m
2023-09-20 16:05:54,078:	[1;33m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-20 16:05:55,992:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.914369 seconds ...[0m
2023-09-20 16:05:56,069:	[1;33m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 5.58691[0m
2023-09-20 16:05:56,069:	[1;33m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-20 16:05:56,069:	[1;33m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-20 16:05:58,016:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.947106 seconds ...[0m
2023-09-20 16:05:58,099:	[1;33m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 5.58676[0m
2023-09-20 16:05:58,099:	[1;33m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-20 16:05:58,099:	[1;33m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-20 16:06:00,083:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.983208 seconds ...[0m
2023-09-20 16:06:00,160:	[1;33m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 5.58372[0m
2023-09-20 16:06:00,160:	[1;33m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-20 16:06:00,160:	[1;33m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-20 16:06:02,146:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.986129 seconds ...[0m
2023-09-20 16:06:02,230:	[1;33m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 5.57603[0m
2023-09-20 16:06:02,230:	[1;33m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-20 16:06:02,231:	[1;33m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-20 16:06:04,217:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.985776 seconds ...[0m
2023-09-20 16:06:06,414:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.117850 seconds ...[0m
2023-09-20 16:06:06,414:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1426*** [0m
2023-09-20 16:06:06,432:	[1;33m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 5.57711[0m
2023-09-20 16:06:06,432:	[1;33m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0546 || HITRATE@5 Avg: 0.1707 || HITRATE@10 Avg: 0.2609 || NDCG@5 Avg: 0.1136 || NDCG@10 Avg: 0.1426[0m
2023-09-20 16:06:06,432:	[1;33m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-20 16:06:08,350:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.918092 seconds ...[0m
2023-09-20 16:06:08,442:	[1;33m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 5.55084[0m
2023-09-20 16:06:08,443:	[1;33m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-20 16:06:08,443:	[1;33m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-20 16:06:10,417:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.974176 seconds ...[0m
2023-09-20 16:06:10,497:	[1;33m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 5.55564[0m
2023-09-20 16:06:10,497:	[1;33m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-20 16:06:10,498:	[1;33m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-20 16:06:12,454:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.956423 seconds ...[0m
2023-09-20 16:06:12,536:	[1;33m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 5.54188[0m
2023-09-20 16:06:12,536:	[1;33m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-20 16:06:12,536:	[1;33m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-20 16:06:14,529:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.992590 seconds ...[0m
2023-09-20 16:06:14,609:	[1;33m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 5.55758[0m
2023-09-20 16:06:14,609:	[1;33m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-20 16:06:14,609:	[1;33m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-20 16:06:16,615:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.005541 seconds ...[0m
2023-09-20 16:06:18,822:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.128431 seconds ...[0m
2023-09-20 16:06:18,822:	[1;33m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 5.54758[0m
2023-09-20 16:06:18,822:	[1;33m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0522 || HITRATE@5 Avg: 0.1719 || HITRATE@10 Avg: 0.2578 || NDCG@5 Avg: 0.1126 || NDCG@10 Avg: 0.1402[0m
2023-09-20 16:06:18,823:	[1;33m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-20 16:06:20,719:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.895911 seconds ...[0m
2023-09-20 16:06:20,799:	[1;33m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 5.54790[0m
2023-09-20 16:06:20,800:	[1;33m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-20 16:06:20,800:	[1;33m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-20 16:06:22,728:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.928377 seconds ...[0m
2023-09-20 16:06:22,810:	[1;33m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 5.55643[0m
2023-09-20 16:06:22,810:	[1;33m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-20 16:06:22,811:	[1;33m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-20 16:06:24,802:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.991705 seconds ...[0m
2023-09-20 16:06:24,884:	[1;33m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 5.52868[0m
2023-09-20 16:06:24,885:	[1;33m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-20 16:06:24,885:	[1;33m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-20 16:06:26,869:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.983931 seconds ...[0m
2023-09-20 16:06:26,949:	[1;33m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 5.55834[0m
2023-09-20 16:06:26,949:	[1;33m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-20 16:06:26,950:	[1;33m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-20 16:06:28,926:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.976135 seconds ...[0m
2023-09-20 16:06:31,150:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.142132 seconds ...[0m
2023-09-20 16:06:31,151:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1451*** [0m
2023-09-20 16:06:31,169:	[1;33m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 5.52830[0m
2023-09-20 16:06:31,169:	[1;33m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0536 || HITRATE@5 Avg: 0.1791 || HITRATE@10 Avg: 0.2666 || NDCG@5 Avg: 0.1170 || NDCG@10 Avg: 0.1451[0m
2023-09-20 16:06:31,169:	[1;33m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-20 16:06:33,074:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.905258 seconds ...[0m
2023-09-20 16:06:33,156:	[1;33m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 5.51521[0m
2023-09-20 16:06:33,156:	[1;33m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-20 16:06:33,156:	[1;33m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-20 16:06:35,088:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.931185 seconds ...[0m
2023-09-20 16:06:35,169:	[1;33m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 5.51621[0m
2023-09-20 16:06:35,169:	[1;33m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-20 16:06:35,170:	[1;33m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-20 16:06:37,131:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.961024 seconds ...[0m
2023-09-20 16:06:37,217:	[1;33m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 5.53333[0m
2023-09-20 16:06:37,218:	[1;33m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-20 16:06:37,218:	[1;33m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-20 16:06:39,210:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.992154 seconds ...[0m
2023-09-20 16:06:39,292:	[1;33m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 5.51359[0m
2023-09-20 16:06:39,292:	[1;33m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-20 16:06:39,292:	[1;33m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-20 16:06:41,283:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.990730 seconds ...[0m
2023-09-20 16:06:43,533:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.163129 seconds ...[0m
2023-09-20 16:06:43,533:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1476*** [0m
2023-09-20 16:06:43,552:	[1;33m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 5.51942[0m
2023-09-20 16:06:43,552:	[1;33m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0560 || HITRATE@5 Avg: 0.1770 || HITRATE@10 Avg: 0.2697 || NDCG@5 Avg: 0.1178 || NDCG@10 Avg: 0.1476[0m
2023-09-20 16:06:43,552:	[1;33m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-20 16:06:45,477:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.924420 seconds ...[0m
2023-09-20 16:06:45,568:	[1;33m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 5.51926[0m
2023-09-20 16:06:45,569:	[1;33m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-20 16:06:45,569:	[1;33m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-20 16:06:47,533:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.964212 seconds ...[0m
2023-09-20 16:06:47,610:	[1;33m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 5.50320[0m
2023-09-20 16:06:47,611:	[1;33m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-20 16:06:47,611:	[1;33m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-20 16:06:49,560:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.949147 seconds ...[0m
2023-09-20 16:06:49,656:	[1;33m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 5.50941[0m
2023-09-20 16:06:49,657:	[1;33m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-20 16:06:49,657:	[1;33m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-20 16:06:51,639:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.982108 seconds ...[0m
2023-09-20 16:06:51,722:	[1;33m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 5.52425[0m
2023-09-20 16:06:51,722:	[1;33m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-20 16:06:51,722:	[1;33m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-20 16:06:53,715:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.993033 seconds ...[0m
2023-09-20 16:06:55,997:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.202757 seconds ...[0m
2023-09-20 16:06:55,997:	[1;33m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 5.50755[0m
2023-09-20 16:06:55,998:	[1;33m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0550 || HITRATE@5 Avg: 0.1786 || HITRATE@10 Avg: 0.2707 || NDCG@5 Avg: 0.1170 || NDCG@10 Avg: 0.1467[0m
2023-09-20 16:06:55,998:	[1;33m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-20 16:06:57,902:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.904331 seconds ...[0m
2023-09-20 16:06:57,981:	[1;33m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 5.49472[0m
2023-09-20 16:06:57,981:	[1;33m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-20 16:06:57,981:	[1;33m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-20 16:06:59,913:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.932121 seconds ...[0m
2023-09-20 16:06:59,996:	[1;33m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 5.50183[0m
2023-09-20 16:06:59,996:	[1;33m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-20 16:06:59,996:	[1;33m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-20 16:07:01,930:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.933239 seconds ...[0m
2023-09-20 16:07:02,013:	[1;33m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 5.52314[0m
2023-09-20 16:07:02,013:	[1;33m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-20 16:07:02,013:	[1;33m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-20 16:07:04,024:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.008636 seconds ...[0m
2023-09-20 16:07:04,103:	[1;33m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 5.50776[0m
2023-09-20 16:07:04,104:	[1;33m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-20 16:07:04,104:	[1;33m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-20 16:07:06,112:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.008566 seconds ...[0m
2023-09-20 16:07:08,383:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.192340 seconds ...[0m
2023-09-20 16:07:08,383:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1495*** [0m
2023-09-20 16:07:08,403:	[1;33m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 5.47854[0m
2023-09-20 16:07:08,403:	[1;33m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0571 || HITRATE@5 Avg: 0.1800 || HITRATE@10 Avg: 0.2750 || NDCG@5 Avg: 0.1189 || NDCG@10 Avg: 0.1495[0m
2023-09-20 16:07:08,404:	[1;33m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-20 16:07:10,373:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.969060 seconds ...[0m
2023-09-20 16:07:10,452:	[1;33m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 5.47554[0m
2023-09-20 16:07:10,452:	[1;33m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-20 16:07:10,452:	[1;33m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-20 16:07:12,367:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.915119 seconds ...[0m
2023-09-20 16:07:12,451:	[1;33m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 5.48182[0m
2023-09-20 16:07:12,451:	[1;33m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-20 16:07:12,451:	[1;33m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-20 16:07:14,398:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.946950 seconds ...[0m
2023-09-20 16:07:14,480:	[1;33m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 5.46898[0m
2023-09-20 16:07:14,480:	[1;33m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-20 16:07:14,480:	[1;33m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-20 16:07:16,467:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.986435 seconds ...[0m
2023-09-20 16:07:16,551:	[1;33m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 5.47078[0m
2023-09-20 16:07:16,551:	[1;33m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-20 16:07:16,551:	[1;33m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-20 16:07:18,555:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.003598 seconds ...[0m
2023-09-20 16:07:20,860:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.219322 seconds ...[0m
2023-09-20 16:07:20,860:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1500*** [0m
2023-09-20 16:07:20,879:	[1;33m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 5.47086[0m
2023-09-20 16:07:20,879:	[1;33m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0583 || HITRATE@5 Avg: 0.1816 || HITRATE@10 Avg: 0.2730 || NDCG@5 Avg: 0.1206 || NDCG@10 Avg: 0.1500[0m
2023-09-20 16:07:20,879:	[1;33m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-20 16:07:22,758:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.879041 seconds ...[0m
2023-09-20 16:07:22,841:	[1;33m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 5.46822[0m
2023-09-20 16:07:22,842:	[1;33m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-20 16:07:22,842:	[1;33m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-20 16:07:24,782:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.940071 seconds ...[0m
2023-09-20 16:07:24,867:	[1;33m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 5.46756[0m
2023-09-20 16:07:24,867:	[1;33m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-20 16:07:24,867:	[1;33m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-20 16:07:26,841:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.973974 seconds ...[0m
2023-09-20 16:07:26,924:	[1;33m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 5.46030[0m
2023-09-20 16:07:26,924:	[1;33m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-20 16:07:26,924:	[1;33m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-20 16:07:28,894:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.969752 seconds ...[0m
2023-09-20 16:07:28,977:	[1;33m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 5.45176[0m
2023-09-20 16:07:28,977:	[1;33m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-20 16:07:28,977:	[1;33m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-20 16:07:30,993:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.015318 seconds ...[0m
2023-09-20 16:07:32,630:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.552290 seconds ...[0m
2023-09-20 16:07:32,631:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1504*** [0m
2023-09-20 16:07:32,645:	[1;33m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 5.47200[0m
2023-09-20 16:07:32,645:	[1;33m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0548 || HITRATE@5 Avg: 0.1831 || HITRATE@10 Avg: 0.2783 || NDCG@5 Avg: 0.1198 || NDCG@10 Avg: 0.1504[0m
2023-09-20 16:07:32,645:	[1;33m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-20 16:07:34,386:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.740876 seconds ...[0m
2023-09-20 16:07:34,449:	[1;33m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 5.45746[0m
2023-09-20 16:07:34,449:	[1;33m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-20 16:07:34,449:	[1;33m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-20 16:07:36,261:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.811694 seconds ...[0m
2023-09-20 16:07:36,320:	[1;33m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 5.45345[0m
2023-09-20 16:07:36,320:	[1;33m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-20 16:07:36,320:	[1;33m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-20 16:07:38,121:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.800974 seconds ...[0m
2023-09-20 16:07:38,178:	[1;33m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 5.42688[0m
2023-09-20 16:07:38,178:	[1;33m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-20 16:07:38,178:	[1;33m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-20 16:07:39,989:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.811370 seconds ...[0m
2023-09-20 16:07:40,049:	[1;33m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 5.44685[0m
2023-09-20 16:07:40,049:	[1;33m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-20 16:07:40,049:	[1;33m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-20 16:07:41,912:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.862804 seconds ...[0m
2023-09-20 16:07:43,337:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.364199 seconds ...[0m
2023-09-20 16:07:43,337:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1533*** [0m
2023-09-20 16:07:43,351:	[1;33m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 5.43398[0m
2023-09-20 16:07:43,351:	[1;33m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0594 || HITRATE@5 Avg: 0.1838 || HITRATE@10 Avg: 0.2808 || NDCG@5 Avg: 0.1219 || NDCG@10 Avg: 0.1533[0m
2023-09-20 16:07:43,351:	[1;33m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-20 16:07:45,122:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.770651 seconds ...[0m
2023-09-20 16:07:45,190:	[1;33m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 5.43170[0m
2023-09-20 16:07:45,190:	[1;33m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-20 16:07:45,190:	[1;33m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-20 16:07:46,971:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.780388 seconds ...[0m
2023-09-20 16:07:47,036:	[1;33m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 5.44071[0m
2023-09-20 16:07:47,036:	[1;33m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-20 16:07:47,036:	[1;33m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-20 16:07:48,883:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.845993 seconds ...[0m
2023-09-20 16:07:48,948:	[1;33m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 5.45353[0m
2023-09-20 16:07:48,948:	[1;33m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-20 16:07:48,948:	[1;33m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-20 16:07:50,753:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.805090 seconds ...[0m
2023-09-20 16:07:50,809:	[1;33m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 5.44379[0m
2023-09-20 16:07:50,809:	[1;33m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-20 16:07:50,809:	[1;33m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-20 16:07:52,655:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.845927 seconds ...[0m
2023-09-20 16:07:54,527:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.805814 seconds ...[0m
2023-09-20 16:07:54,528:	[1;33m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 5.42276[0m
2023-09-20 16:07:54,528:	[1;33m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0576 || HITRATE@5 Avg: 0.1858 || HITRATE@10 Avg: 0.2728 || NDCG@5 Avg: 0.1224 || NDCG@10 Avg: 0.1503[0m
2023-09-20 16:07:54,528:	[1;33m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-20 16:07:56,438:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.909518 seconds ...[0m
2023-09-20 16:07:56,523:	[1;33m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 5.41847[0m
2023-09-20 16:07:56,524:	[1;33m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-20 16:07:56,524:	[1;33m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-20 16:07:58,477:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.952477 seconds ...[0m
2023-09-20 16:07:58,561:	[1;33m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 5.42842[0m
2023-09-20 16:07:58,562:	[1;33m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-20 16:07:58,562:	[1;33m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-20 16:08:00,589:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.027124 seconds ...[0m
2023-09-20 16:08:00,672:	[1;33m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 5.41868[0m
2023-09-20 16:08:00,672:	[1;33m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-20 16:08:00,672:	[1;33m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-20 16:08:02,691:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.018829 seconds ...[0m
2023-09-20 16:08:02,769:	[1;33m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 5.43298[0m
2023-09-20 16:08:02,770:	[1;33m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-20 16:08:02,770:	[1;33m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-20 16:08:04,783:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.013047 seconds ...[0m
2023-09-20 16:08:07,008:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.139511 seconds ...[0m
2023-09-20 16:08:07,010:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1534*** [0m
2023-09-20 16:08:07,031:	[1;33m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 5.43399[0m
2023-09-20 16:08:07,031:	[1;33m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0599 || HITRATE@5 Avg: 0.1871 || HITRATE@10 Avg: 0.2786 || NDCG@5 Avg: 0.1238 || NDCG@10 Avg: 0.1534[0m
2023-09-20 16:08:07,031:	[1;33m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-20 16:08:08,916:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.884539 seconds ...[0m
2023-09-20 16:08:08,994:	[1;33m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 5.40398[0m
2023-09-20 16:08:08,995:	[1;33m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-20 16:08:08,995:	[1;33m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-20 16:08:10,945:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.950518 seconds ...[0m
2023-09-20 16:08:11,026:	[1;33m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 5.41381[0m
2023-09-20 16:08:11,027:	[1;33m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-20 16:08:11,027:	[1;33m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-20 16:08:12,987:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.960382 seconds ...[0m
2023-09-20 16:08:13,067:	[1;33m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 5.43055[0m
2023-09-20 16:08:13,068:	[1;33m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-20 16:08:13,068:	[1;33m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-20 16:08:15,049:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.980797 seconds ...[0m
2023-09-20 16:08:15,127:	[1;33m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 5.40212[0m
2023-09-20 16:08:15,127:	[1;33m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-20 16:08:15,127:	[1;33m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-20 16:08:17,123:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.995635 seconds ...[0m
2023-09-20 16:08:19,365:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.163494 seconds ...[0m
2023-09-20 16:08:19,366:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1549*** [0m
2023-09-20 16:08:19,385:	[1;33m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 5.40725[0m
2023-09-20 16:08:19,385:	[1;33m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0601 || HITRATE@5 Avg: 0.1851 || HITRATE@10 Avg: 0.2839 || NDCG@5 Avg: 0.1231 || NDCG@10 Avg: 0.1549[0m
2023-09-20 16:08:19,385:	[1;33m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-20 16:08:21,340:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.955042 seconds ...[0m
2023-09-20 16:08:21,423:	[1;33m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 5.39766[0m
2023-09-20 16:08:21,423:	[1;33m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-20 16:08:21,424:	[1;33m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-20 16:08:23,372:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.947888 seconds ...[0m
2023-09-20 16:08:23,462:	[1;33m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 5.39912[0m
2023-09-20 16:08:23,462:	[1;33m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-20 16:08:23,462:	[1;33m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-20 16:08:25,491:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.029013 seconds ...[0m
2023-09-20 16:08:25,574:	[1;33m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 5.40286[0m
2023-09-20 16:08:25,575:	[1;33m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-20 16:08:25,575:	[1;33m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-20 16:08:27,621:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.045848 seconds ...[0m
2023-09-20 16:08:27,706:	[1;33m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 5.39649[0m
2023-09-20 16:08:27,707:	[1;33m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-20 16:08:27,707:	[1;33m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-20 16:08:29,652:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.944815 seconds ...[0m
2023-09-20 16:08:31,905:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.174675 seconds ...[0m
2023-09-20 16:08:31,905:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1554*** [0m
2023-09-20 16:08:31,924:	[1;33m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 5.38772[0m
2023-09-20 16:08:31,925:	[1;33m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0579 || HITRATE@5 Avg: 0.1887 || HITRATE@10 Avg: 0.2869 || NDCG@5 Avg: 0.1238 || NDCG@10 Avg: 0.1554[0m
2023-09-20 16:08:31,926:	[1;33m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-20 16:08:33,840:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.914002 seconds ...[0m
2023-09-20 16:08:33,922:	[1;33m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 5.40073[0m
2023-09-20 16:08:33,923:	[1;33m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-20 16:08:33,923:	[1;33m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-20 16:08:35,866:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.943426 seconds ...[0m
2023-09-20 16:08:35,945:	[1;33m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 5.39613[0m
2023-09-20 16:08:35,945:	[1;33m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-20 16:08:35,945:	[1;33m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-20 16:08:37,932:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.986558 seconds ...[0m
2023-09-20 16:08:38,010:	[1;33m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 5.38640[0m
2023-09-20 16:08:38,011:	[1;33m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-20 16:08:38,011:	[1;33m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-20 16:08:39,956:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.944970 seconds ...[0m
2023-09-20 16:08:40,038:	[1;33m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 5.37930[0m
2023-09-20 16:08:40,039:	[1;33m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-20 16:08:40,039:	[1;33m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-20 16:08:42,004:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.965227 seconds ...[0m
2023-09-20 16:08:44,272:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.187773 seconds ...[0m
2023-09-20 16:08:44,273:	[1;33m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 5.38046[0m
2023-09-20 16:08:44,273:	[1;33m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0593 || HITRATE@5 Avg: 0.1879 || HITRATE@10 Avg: 0.2844 || NDCG@5 Avg: 0.1242 || NDCG@10 Avg: 0.1551[0m
2023-09-20 16:08:44,273:	[1;33m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-20 16:08:46,162:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.888514 seconds ...[0m
2023-09-20 16:08:46,240:	[1;33m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 5.40022[0m
2023-09-20 16:08:46,240:	[1;33m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-20 16:08:46,240:	[1;33m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-20 16:08:48,170:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.929704 seconds ...[0m
2023-09-20 16:08:48,254:	[1;33m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 5.39291[0m
2023-09-20 16:08:48,255:	[1;33m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-20 16:08:48,255:	[1;33m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-20 16:08:50,267:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.012177 seconds ...[0m
2023-09-20 16:08:50,350:	[1;33m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 5.39680[0m
2023-09-20 16:08:50,351:	[1;33m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-20 16:08:50,351:	[1;33m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-20 16:08:52,350:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.998510 seconds ...[0m
2023-09-20 16:08:52,431:	[1;33m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 5.37218[0m
2023-09-20 16:08:52,431:	[1;33m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-20 16:08:52,431:	[1;33m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-20 16:08:54,457:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.025717 seconds ...[0m
2023-09-20 16:08:55,875:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.337604 seconds ...[0m
2023-09-20 16:08:55,876:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1599*** [0m
2023-09-20 16:08:55,887:	[1;33m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 5.37696[0m
2023-09-20 16:08:55,887:	[1;33m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0634 || HITRATE@5 Avg: 0.1942 || HITRATE@10 Avg: 0.2897 || NDCG@5 Avg: 0.1292 || NDCG@10 Avg: 0.1599[0m
2023-09-20 16:08:55,887:	[1;33m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-20 16:08:57,699:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.812018 seconds ...[0m
2023-09-20 16:08:57,753:	[1;33m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 5.37818[0m
2023-09-20 16:08:57,753:	[1;33m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-20 16:08:57,753:	[1;33m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-20 16:08:59,548:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.794743 seconds ...[0m
2023-09-20 16:08:59,610:	[1;33m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 5.36016[0m
2023-09-20 16:08:59,610:	[1;33m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-20 16:08:59,610:	[1;33m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-20 16:09:01,442:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.831792 seconds ...[0m
2023-09-20 16:09:01,503:	[1;33m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 5.34715[0m
2023-09-20 16:09:01,503:	[1;33m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-20 16:09:01,504:	[1;33m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-20 16:09:03,353:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.849165 seconds ...[0m
2023-09-20 16:09:03,411:	[1;33m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 5.34242[0m
2023-09-20 16:09:03,411:	[1;33m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-20 16:09:03,411:	[1;33m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-20 16:09:05,233:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.821787 seconds ...[0m
2023-09-20 16:09:06,556:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.265711 seconds ...[0m
2023-09-20 16:09:06,556:	[1;33m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 5.36284[0m
2023-09-20 16:09:06,557:	[1;33m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0637 || HITRATE@5 Avg: 0.1932 || HITRATE@10 Avg: 0.2894 || NDCG@5 Avg: 0.1287 || NDCG@10 Avg: 0.1597[0m
2023-09-20 16:09:06,557:	[1;33m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-20 16:09:08,335:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.778080 seconds ...[0m
2023-09-20 16:09:08,395:	[1;33m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 5.37164[0m
2023-09-20 16:09:08,396:	[1;33m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-20 16:09:08,396:	[1;33m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-20 16:09:10,218:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.822119 seconds ...[0m
2023-09-20 16:09:10,285:	[1;33m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 5.37584[0m
2023-09-20 16:09:10,285:	[1;33m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-20 16:09:10,285:	[1;33m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-20 16:09:12,139:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.853313 seconds ...[0m
2023-09-20 16:09:12,198:	[1;33m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 5.35258[0m
2023-09-20 16:09:12,198:	[1;33m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-20 16:09:12,199:	[1;33m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-20 16:09:14,062:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.863372 seconds ...[0m
2023-09-20 16:09:14,126:	[1;33m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 5.36572[0m
2023-09-20 16:09:14,126:	[1;33m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-20 16:09:14,126:	[1;33m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-20 16:09:15,981:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.854105 seconds ...[0m
2023-09-20 16:09:18,117:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.076913 seconds ...[0m
2023-09-20 16:09:18,117:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1599*** [0m
2023-09-20 16:09:18,135:	[1;33m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 5.35460[0m
2023-09-20 16:09:18,135:	[1;33m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0624 || HITRATE@5 Avg: 0.1972 || HITRATE@10 Avg: 0.2881 || NDCG@5 Avg: 0.1306 || NDCG@10 Avg: 0.1599[0m
2023-09-20 16:09:18,135:	[1;33m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-20 16:09:20,060:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.924309 seconds ...[0m
2023-09-20 16:09:20,143:	[1;33m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 5.35612[0m
2023-09-20 16:09:20,144:	[1;33m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-20 16:09:20,144:	[1;33m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-20 16:09:22,120:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.975521 seconds ...[0m
2023-09-20 16:09:22,204:	[1;33m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 5.34705[0m
2023-09-20 16:09:22,204:	[1;33m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-20 16:09:22,205:	[1;33m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-20 16:09:24,272:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.066946 seconds ...[0m
2023-09-20 16:09:24,359:	[1;33m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 5.37194[0m
2023-09-20 16:09:24,359:	[1;33m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-20 16:09:24,359:	[1;33m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-20 16:09:26,391:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.032015 seconds ...[0m
2023-09-20 16:09:26,475:	[1;33m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 5.37369[0m
2023-09-20 16:09:26,476:	[1;33m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-20 16:09:26,476:	[1;33m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-20 16:09:28,486:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.010333 seconds ...[0m
2023-09-20 16:09:30,664:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.094948 seconds ...[0m
2023-09-20 16:09:30,665:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1602*** [0m
2023-09-20 16:09:30,683:	[1;33m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 5.34118[0m
2023-09-20 16:09:30,683:	[1;33m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0608 || HITRATE@5 Avg: 0.1977 || HITRATE@10 Avg: 0.2930 || NDCG@5 Avg: 0.1296 || NDCG@10 Avg: 0.1602[0m
2023-09-20 16:09:30,683:	[1;33m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-20 16:09:32,594:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.910716 seconds ...[0m
2023-09-20 16:09:32,678:	[1;33m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 5.34947[0m
2023-09-20 16:09:32,679:	[1;33m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-20 16:09:32,679:	[1;33m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-20 16:09:34,659:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.979787 seconds ...[0m
2023-09-20 16:09:34,738:	[1;33m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 5.35276[0m
2023-09-20 16:09:34,738:	[1;33m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-20 16:09:34,738:	[1;33m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-20 16:09:36,737:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.998550 seconds ...[0m
2023-09-20 16:09:36,822:	[1;33m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 5.35211[0m
2023-09-20 16:09:36,822:	[1;33m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-20 16:09:36,822:	[1;33m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-20 16:09:38,820:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.997810 seconds ...[0m
2023-09-20 16:09:38,905:	[1;33m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 5.35998[0m
2023-09-20 16:09:38,906:	[1;33m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-20 16:09:38,906:	[1;33m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-20 16:09:40,911:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.004690 seconds ...[0m
2023-09-20 16:09:43,109:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.115726 seconds ...[0m
2023-09-20 16:09:43,110:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1606*** [0m
2023-09-20 16:09:43,130:	[1;33m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 5.32791[0m
2023-09-20 16:09:43,130:	[1;33m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0618 || HITRATE@5 Avg: 0.1969 || HITRATE@10 Avg: 0.2921 || NDCG@5 Avg: 0.1300 || NDCG@10 Avg: 0.1606[0m
2023-09-20 16:09:43,130:	[1;33m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-20 16:09:45,063:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.933212 seconds ...[0m
2023-09-20 16:09:45,136:	[1;33m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 5.33820[0m
2023-09-20 16:09:45,136:	[1;33m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-20 16:09:45,136:	[1;33m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-20 16:09:47,104:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.967793 seconds ...[0m
2023-09-20 16:09:47,191:	[1;33m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 5.33970[0m
2023-09-20 16:09:47,191:	[1;33m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-20 16:09:47,191:	[1;33m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-20 16:09:49,212:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.020428 seconds ...[0m
2023-09-20 16:09:49,291:	[1;33m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 5.35116[0m
2023-09-20 16:09:49,291:	[1;33m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-20 16:09:49,291:	[1;33m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-20 16:09:51,302:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.010559 seconds ...[0m
2023-09-20 16:09:51,379:	[1;33m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 5.33983[0m
2023-09-20 16:09:51,379:	[1;33m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-20 16:09:51,379:	[1;33m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-20 16:09:53,410:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.029965 seconds ...[0m
2023-09-20 16:09:55,654:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.165690 seconds ...[0m
2023-09-20 16:09:55,655:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1628*** [0m
2023-09-20 16:09:55,674:	[1;33m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 5.33789[0m
2023-09-20 16:09:55,674:	[1;33m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0603 || HITRATE@5 Avg: 0.1988 || HITRATE@10 Avg: 0.2997 || NDCG@5 Avg: 0.1304 || NDCG@10 Avg: 0.1628[0m
2023-09-20 16:09:55,674:	[1;33m[Coach] >>> TEST  @Epoch: 200  >>> [0m
2023-09-20 16:09:57,583:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.908257 seconds ...[0m
2023-09-20 16:09:57,665:	[1;33m[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 5.32241[0m
2023-09-20 16:09:57,666:	[1;33m[Coach] >>> VALID @Epoch: 201  >>> [0m
2023-09-20 16:09:57,666:	[1;33m[Coach] >>> TEST  @Epoch: 201  >>> [0m
2023-09-20 16:09:59,695:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.028699 seconds ...[0m
2023-09-20 16:09:59,776:	[1;33m[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 5.32772[0m
2023-09-20 16:09:59,777:	[1;33m[Coach] >>> VALID @Epoch: 202  >>> [0m
2023-09-20 16:09:59,777:	[1;33m[Coach] >>> TEST  @Epoch: 202  >>> [0m
2023-09-20 16:10:01,749:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.972415 seconds ...[0m
2023-09-20 16:10:01,827:	[1;33m[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 5.34964[0m
2023-09-20 16:10:01,828:	[1;33m[Coach] >>> VALID @Epoch: 203  >>> [0m
2023-09-20 16:10:01,832:	[1;33m[Coach] >>> TEST  @Epoch: 203  >>> [0m
2023-09-20 16:10:03,816:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.983699 seconds ...[0m
2023-09-20 16:10:03,895:	[1;33m[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 5.33099[0m
2023-09-20 16:10:03,896:	[1;33m[Coach] >>> VALID @Epoch: 204  >>> [0m
2023-09-20 16:10:03,896:	[1;33m[Coach] >>> TEST  @Epoch: 204  >>> [0m
2023-09-20 16:10:05,912:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.016284 seconds ...[0m
2023-09-20 16:10:08,166:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.171837 seconds ...[0m
2023-09-20 16:10:08,167:	[1;33m[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 5.32959[0m
2023-09-20 16:10:08,167:	[1;33m[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0586 || HITRATE@5 Avg: 0.1967 || HITRATE@10 Avg: 0.2882 || NDCG@5 Avg: 0.1286 || NDCG@10 Avg: 0.1580[0m
2023-09-20 16:10:08,167:	[1;33m[Coach] >>> TEST  @Epoch: 205  >>> [0m
2023-09-20 16:10:10,086:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.918719 seconds ...[0m
2023-09-20 16:10:10,165:	[1;33m[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 5.33961[0m
2023-09-20 16:10:10,165:	[1;33m[Coach] >>> VALID @Epoch: 206  >>> [0m
2023-09-20 16:10:10,165:	[1;33m[Coach] >>> TEST  @Epoch: 206  >>> [0m
2023-09-20 16:10:12,145:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.979761 seconds ...[0m
2023-09-20 16:10:12,232:	[1;33m[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 5.32881[0m
2023-09-20 16:10:12,233:	[1;33m[Coach] >>> VALID @Epoch: 207  >>> [0m
2023-09-20 16:10:12,233:	[1;33m[Coach] >>> TEST  @Epoch: 207  >>> [0m
2023-09-20 16:10:14,382:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.149443 seconds ...[0m
2023-09-20 16:10:14,472:	[1;33m[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 5.33733[0m
2023-09-20 16:10:14,472:	[1;33m[Coach] >>> VALID @Epoch: 208  >>> [0m
2023-09-20 16:10:14,472:	[1;33m[Coach] >>> TEST  @Epoch: 208  >>> [0m
2023-09-20 16:10:16,490:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.016963 seconds ...[0m
2023-09-20 16:10:16,575:	[1;33m[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 5.34340[0m
2023-09-20 16:10:16,575:	[1;33m[Coach] >>> VALID @Epoch: 209  >>> [0m
2023-09-20 16:10:16,575:	[1;33m[Coach] >>> TEST  @Epoch: 209  >>> [0m
2023-09-20 16:10:18,551:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.975718 seconds ...[0m
2023-09-20 16:10:20,786:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.152489 seconds ...[0m
2023-09-20 16:10:20,787:	[1;33m[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 5.34852[0m
2023-09-20 16:10:20,787:	[1;33m[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0621 || HITRATE@5 Avg: 0.1965 || HITRATE@10 Avg: 0.2949 || NDCG@5 Avg: 0.1302 || NDCG@10 Avg: 0.1619[0m
2023-09-20 16:10:20,787:	[1;33m[Coach] >>> TEST  @Epoch: 210  >>> [0m
2023-09-20 16:10:22,692:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.904415 seconds ...[0m
2023-09-20 16:10:22,775:	[1;33m[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 5.34412[0m
2023-09-20 16:10:22,775:	[1;33m[Coach] >>> VALID @Epoch: 211  >>> [0m
2023-09-20 16:10:22,775:	[1;33m[Coach] >>> TEST  @Epoch: 211  >>> [0m
2023-09-20 16:10:24,733:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.957169 seconds ...[0m
2023-09-20 16:10:24,814:	[1;33m[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 5.33183[0m
2023-09-20 16:10:24,814:	[1;33m[Coach] >>> VALID @Epoch: 212  >>> [0m
2023-09-20 16:10:24,815:	[1;33m[Coach] >>> TEST  @Epoch: 212  >>> [0m
2023-09-20 16:10:26,845:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.029876 seconds ...[0m
2023-09-20 16:10:26,931:	[1;33m[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 5.33400[0m
2023-09-20 16:10:26,931:	[1;33m[Coach] >>> VALID @Epoch: 213  >>> [0m
2023-09-20 16:10:26,931:	[1;33m[Coach] >>> TEST  @Epoch: 213  >>> [0m
2023-09-20 16:10:28,908:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.975988 seconds ...[0m
2023-09-20 16:10:28,995:	[1;33m[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 5.31156[0m
2023-09-20 16:10:28,995:	[1;33m[Coach] >>> VALID @Epoch: 214  >>> [0m
2023-09-20 16:10:28,995:	[1;33m[Coach] >>> TEST  @Epoch: 214  >>> [0m
2023-09-20 16:10:31,032:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.036149 seconds ...[0m
2023-09-20 16:10:33,296:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.182211 seconds ...[0m
2023-09-20 16:10:33,296:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1634*** [0m
2023-09-20 16:10:33,314:	[1;33m[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 5.33440[0m
2023-09-20 16:10:33,314:	[1;33m[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0634 || HITRATE@5 Avg: 0.1977 || HITRATE@10 Avg: 0.2988 || NDCG@5 Avg: 0.1310 || NDCG@10 Avg: 0.1634[0m
2023-09-20 16:10:33,315:	[1;33m[Coach] >>> TEST  @Epoch: 215  >>> [0m
2023-09-20 16:10:35,206:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.891363 seconds ...[0m
2023-09-20 16:10:35,290:	[1;33m[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 5.33753[0m
2023-09-20 16:10:35,292:	[1;33m[Coach] >>> VALID @Epoch: 216  >>> [0m
2023-09-20 16:10:35,292:	[1;33m[Coach] >>> TEST  @Epoch: 216  >>> [0m
2023-09-20 16:10:37,259:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.967446 seconds ...[0m
2023-09-20 16:10:37,343:	[1;33m[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 5.30239[0m
2023-09-20 16:10:37,344:	[1;33m[Coach] >>> VALID @Epoch: 217  >>> [0m
2023-09-20 16:10:37,344:	[1;33m[Coach] >>> TEST  @Epoch: 217  >>> [0m
2023-09-20 16:10:39,362:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.018327 seconds ...[0m
2023-09-20 16:10:39,444:	[1;33m[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 5.32033[0m
2023-09-20 16:10:39,445:	[1;33m[Coach] >>> VALID @Epoch: 218  >>> [0m
2023-09-20 16:10:39,445:	[1;33m[Coach] >>> TEST  @Epoch: 218  >>> [0m
2023-09-20 16:10:41,452:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.007077 seconds ...[0m
2023-09-20 16:10:41,534:	[1;33m[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 5.30977[0m
2023-09-20 16:10:41,534:	[1;33m[Coach] >>> VALID @Epoch: 219  >>> [0m
2023-09-20 16:10:41,534:	[1;33m[Coach] >>> TEST  @Epoch: 219  >>> [0m
2023-09-20 16:10:43,514:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.979686 seconds ...[0m
2023-09-20 16:10:45,746:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.149766 seconds ...[0m
2023-09-20 16:10:45,747:	[1;33m[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 5.31822[0m
2023-09-20 16:10:45,747:	[1;33m[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0627 || HITRATE@5 Avg: 0.1995 || HITRATE@10 Avg: 0.2952 || NDCG@5 Avg: 0.1315 || NDCG@10 Avg: 0.1622[0m
2023-09-20 16:10:45,747:	[1;33m[Coach] >>> TEST  @Epoch: 220  >>> [0m
2023-09-20 16:10:47,659:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.911988 seconds ...[0m
2023-09-20 16:10:47,744:	[1;33m[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 5.30874[0m
2023-09-20 16:10:47,745:	[1;33m[Coach] >>> VALID @Epoch: 221  >>> [0m
2023-09-20 16:10:47,745:	[1;33m[Coach] >>> TEST  @Epoch: 221  >>> [0m
2023-09-20 16:10:49,715:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.970200 seconds ...[0m
2023-09-20 16:10:49,800:	[1;33m[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 5.31801[0m
2023-09-20 16:10:49,801:	[1;33m[Coach] >>> VALID @Epoch: 222  >>> [0m
2023-09-20 16:10:49,801:	[1;33m[Coach] >>> TEST  @Epoch: 222  >>> [0m
2023-09-20 16:10:51,815:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.014350 seconds ...[0m
2023-09-20 16:10:51,897:	[1;33m[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 5.31741[0m
2023-09-20 16:10:51,897:	[1;33m[Coach] >>> VALID @Epoch: 223  >>> [0m
2023-09-20 16:10:51,897:	[1;33m[Coach] >>> TEST  @Epoch: 223  >>> [0m
2023-09-20 16:10:53,910:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.012794 seconds ...[0m
2023-09-20 16:10:53,995:	[1;33m[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 5.31224[0m
2023-09-20 16:10:53,995:	[1;33m[Coach] >>> VALID @Epoch: 224  >>> [0m
2023-09-20 16:10:53,995:	[1;33m[Coach] >>> TEST  @Epoch: 224  >>> [0m
2023-09-20 16:10:56,004:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.008339 seconds ...[0m
2023-09-20 16:10:58,473:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.383234 seconds ...[0m
2023-09-20 16:10:58,473:	[1;33m[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 5.29786[0m
2023-09-20 16:10:58,474:	[1;33m[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0632 || HITRATE@5 Avg: 0.1967 || HITRATE@10 Avg: 0.2937 || NDCG@5 Avg: 0.1317 || NDCG@10 Avg: 0.1628[0m
2023-09-20 16:10:58,474:	[1;33m[Coach] >>> TEST  @Epoch: 225  >>> [0m
2023-09-20 16:11:00,387:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.913172 seconds ...[0m
2023-09-20 16:11:00,476:	[1;33m[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 5.32624[0m
2023-09-20 16:11:00,477:	[1;33m[Coach] >>> VALID @Epoch: 226  >>> [0m
2023-09-20 16:11:00,477:	[1;33m[Coach] >>> TEST  @Epoch: 226  >>> [0m
2023-09-20 16:11:02,335:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.857603 seconds ...[0m
2023-09-20 16:11:02,398:	[1;33m[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 5.30052[0m
2023-09-20 16:11:02,398:	[1;33m[Coach] >>> VALID @Epoch: 227  >>> [0m
2023-09-20 16:11:02,398:	[1;33m[Coach] >>> TEST  @Epoch: 227  >>> [0m
2023-09-20 16:11:04,214:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.815727 seconds ...[0m
2023-09-20 16:11:04,279:	[1;33m[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 5.30953[0m
2023-09-20 16:11:04,279:	[1;33m[Coach] >>> VALID @Epoch: 228  >>> [0m
2023-09-20 16:11:04,279:	[1;33m[Coach] >>> TEST  @Epoch: 228  >>> [0m
2023-09-20 16:11:06,091:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.811767 seconds ...[0m
2023-09-20 16:11:06,153:	[1;33m[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 5.29975[0m
2023-09-20 16:11:06,154:	[1;33m[Coach] >>> VALID @Epoch: 229  >>> [0m
2023-09-20 16:11:06,154:	[1;33m[Coach] >>> TEST  @Epoch: 229  >>> [0m
2023-09-20 16:11:07,969:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.815509 seconds ...[0m
2023-09-20 16:11:09,366:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.333828 seconds ...[0m
2023-09-20 16:11:09,367:	[1;33m[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 5.29408[0m
2023-09-20 16:11:09,367:	[1;33m[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0627 || HITRATE@5 Avg: 0.1983 || HITRATE@10 Avg: 0.2988 || NDCG@5 Avg: 0.1308 || NDCG@10 Avg: 0.1630[0m
2023-09-20 16:11:09,367:	[1;33m[Coach] >>> TEST  @Epoch: 230  >>> [0m
2023-09-20 16:11:11,181:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.813264 seconds ...[0m
2023-09-20 16:11:11,241:	[1;33m[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 5.31919[0m
2023-09-20 16:11:11,242:	[1;33m[Coach] >>> VALID @Epoch: 231  >>> [0m
2023-09-20 16:11:11,242:	[1;33m[Coach] >>> TEST  @Epoch: 231  >>> [0m
2023-09-20 16:11:13,029:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.787426 seconds ...[0m
2023-09-20 16:11:13,090:	[1;33m[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 5.30250[0m
2023-09-20 16:11:13,090:	[1;33m[Coach] >>> VALID @Epoch: 232  >>> [0m
2023-09-20 16:11:13,090:	[1;33m[Coach] >>> TEST  @Epoch: 232  >>> [0m
2023-09-20 16:11:14,928:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.838158 seconds ...[0m
2023-09-20 16:11:15,005:	[1;33m[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 5.30665[0m
2023-09-20 16:11:15,005:	[1;33m[Coach] >>> VALID @Epoch: 233  >>> [0m
2023-09-20 16:11:15,005:	[1;33m[Coach] >>> TEST  @Epoch: 233  >>> [0m
2023-09-20 16:11:16,861:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.855286 seconds ...[0m
2023-09-20 16:11:16,917:	[1;33m[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 5.30955[0m
2023-09-20 16:11:16,917:	[1;33m[Coach] >>> VALID @Epoch: 234  >>> [0m
2023-09-20 16:11:16,917:	[1;33m[Coach] >>> TEST  @Epoch: 234  >>> [0m
2023-09-20 16:11:18,732:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.815048 seconds ...[0m
2023-09-20 16:11:20,139:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.346547 seconds ...[0m
2023-09-20 16:11:20,139:	[1;33m[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 5.31457[0m
2023-09-20 16:11:20,140:	[1;33m[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0629 || HITRATE@5 Avg: 0.1942 || HITRATE@10 Avg: 0.2965 || NDCG@5 Avg: 0.1293 || NDCG@10 Avg: 0.1622[0m
2023-09-20 16:11:20,140:	[1;33m[Coach] >>> TEST  @Epoch: 235  >>> [0m
2023-09-20 16:11:21,934:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.794198 seconds ...[0m
2023-09-20 16:11:21,998:	[1;33m[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 5.31407[0m
2023-09-20 16:11:21,998:	[1;33m[Coach] >>> VALID @Epoch: 236  >>> [0m
2023-09-20 16:11:21,998:	[1;33m[Coach] >>> TEST  @Epoch: 236  >>> [0m
2023-09-20 16:11:23,898:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.899734 seconds ...[0m
2023-09-20 16:11:23,983:	[1;33m[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 5.30948[0m
2023-09-20 16:11:23,983:	[1;33m[Coach] >>> VALID @Epoch: 237  >>> [0m
2023-09-20 16:11:23,983:	[1;33m[Coach] >>> TEST  @Epoch: 237  >>> [0m
2023-09-20 16:11:26,012:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.028134 seconds ...[0m
2023-09-20 16:11:26,094:	[1;33m[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 5.29187[0m
2023-09-20 16:11:26,094:	[1;33m[Coach] >>> VALID @Epoch: 238  >>> [0m
2023-09-20 16:11:26,094:	[1;33m[Coach] >>> TEST  @Epoch: 238  >>> [0m
2023-09-20 16:11:28,114:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.019629 seconds ...[0m
2023-09-20 16:11:28,195:	[1;33m[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 5.30685[0m
2023-09-20 16:11:28,195:	[1;33m[Coach] >>> VALID @Epoch: 239  >>> [0m
2023-09-20 16:11:28,195:	[1;33m[Coach] >>> TEST  @Epoch: 239  >>> [0m
2023-09-20 16:11:30,213:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.017945 seconds ...[0m
2023-09-20 16:11:32,490:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.194978 seconds ...[0m
2023-09-20 16:11:32,490:	[1;33m[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 5.30211[0m
2023-09-20 16:11:32,490:	[1;33m[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0598 || HITRATE@5 Avg: 0.1982 || HITRATE@10 Avg: 0.3013 || NDCG@5 Avg: 0.1294 || NDCG@10 Avg: 0.1625[0m
2023-09-20 16:11:32,491:	[1;33m[Coach] >>> TEST  @Epoch: 240  >>> [0m
2023-09-20 16:11:34,455:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.964371 seconds ...[0m
2023-09-20 16:11:34,535:	[1;33m[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 5.29252[0m
2023-09-20 16:11:34,535:	[1;33m[Coach] >>> VALID @Epoch: 241  >>> [0m
2023-09-20 16:11:34,535:	[1;33m[Coach] >>> TEST  @Epoch: 241  >>> [0m
2023-09-20 16:11:36,582:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.046569 seconds ...[0m
2023-09-20 16:11:36,666:	[1;33m[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 5.30647[0m
2023-09-20 16:11:36,667:	[1;33m[Coach] >>> VALID @Epoch: 242  >>> [0m
2023-09-20 16:11:36,667:	[1;33m[Coach] >>> TEST  @Epoch: 242  >>> [0m
2023-09-20 16:11:38,621:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.953978 seconds ...[0m
2023-09-20 16:11:38,709:	[1;33m[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 5.28474[0m
2023-09-20 16:11:38,709:	[1;33m[Coach] >>> VALID @Epoch: 243  >>> [0m
2023-09-20 16:11:38,709:	[1;33m[Coach] >>> TEST  @Epoch: 243  >>> [0m
2023-09-20 16:11:40,706:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.996445 seconds ...[0m
2023-09-20 16:11:40,792:	[1;33m[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 5.29104[0m
2023-09-20 16:11:40,792:	[1;33m[Coach] >>> VALID @Epoch: 244  >>> [0m
2023-09-20 16:11:40,792:	[1;33m[Coach] >>> TEST  @Epoch: 244  >>> [0m
2023-09-20 16:11:42,869:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.076202 seconds ...[0m
2023-09-20 16:11:45,251:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.292206 seconds ...[0m
2023-09-20 16:11:45,252:	[1;33m[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 5.27291[0m
2023-09-20 16:11:45,252:	[1;33m[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0637 || HITRATE@5 Avg: 0.2031 || HITRATE@10 Avg: 0.2959 || NDCG@5 Avg: 0.1335 || NDCG@10 Avg: 0.1633[0m
2023-09-20 16:11:45,252:	[1;33m[Coach] >>> TEST  @Epoch: 245  >>> [0m
2023-09-20 16:11:47,165:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.913189 seconds ...[0m
2023-09-20 16:11:47,245:	[1;33m[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 5.26910[0m
2023-09-20 16:11:47,245:	[1;33m[Coach] >>> VALID @Epoch: 246  >>> [0m
2023-09-20 16:11:47,245:	[1;33m[Coach] >>> TEST  @Epoch: 246  >>> [0m
2023-09-20 16:11:49,190:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.944038 seconds ...[0m
2023-09-20 16:11:49,285:	[1;33m[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 5.30325[0m
2023-09-20 16:11:49,285:	[1;33m[Coach] >>> VALID @Epoch: 247  >>> [0m
2023-09-20 16:11:49,285:	[1;33m[Coach] >>> TEST  @Epoch: 247  >>> [0m
2023-09-20 16:11:51,300:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.014561 seconds ...[0m
2023-09-20 16:11:51,381:	[1;33m[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 5.26538[0m
2023-09-20 16:11:51,382:	[1;33m[Coach] >>> VALID @Epoch: 248  >>> [0m
2023-09-20 16:11:51,382:	[1;33m[Coach] >>> TEST  @Epoch: 248  >>> [0m
2023-09-20 16:11:53,377:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.994672 seconds ...[0m
2023-09-20 16:11:53,456:	[1;33m[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 5.30468[0m
2023-09-20 16:11:53,456:	[1;33m[Coach] >>> VALID @Epoch: 249  >>> [0m
2023-09-20 16:11:53,456:	[1;33m[Coach] >>> TEST  @Epoch: 249  >>> [0m
2023-09-20 16:11:55,479:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.022877 seconds ...[0m
2023-09-20 16:11:57,727:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.164507 seconds ...[0m
2023-09-20 16:11:57,728:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1663*** [0m
2023-09-20 16:11:57,746:	[1;33m[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 5.28486[0m
2023-09-20 16:11:57,746:	[1;33m[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0649 || HITRATE@5 Avg: 0.2013 || HITRATE@10 Avg: 0.3017 || NDCG@5 Avg: 0.1340 || NDCG@10 Avg: 0.1663[0m
2023-09-20 16:11:57,746:	[1;33m[Coach] >>> TEST  @Epoch: 250  >>> [0m
2023-09-20 16:11:59,699:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.952897 seconds ...[0m
2023-09-20 16:11:59,780:	[1;33m[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 5.28190[0m
2023-09-20 16:11:59,780:	[1;33m[Coach] >>> VALID @Epoch: 251  >>> [0m
2023-09-20 16:11:59,780:	[1;33m[Coach] >>> TEST  @Epoch: 251  >>> [0m
2023-09-20 16:12:01,719:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.938126 seconds ...[0m
2023-09-20 16:12:01,799:	[1;33m[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 5.28306[0m
2023-09-20 16:12:01,800:	[1;33m[Coach] >>> VALID @Epoch: 252  >>> [0m
2023-09-20 16:12:01,800:	[1;33m[Coach] >>> TEST  @Epoch: 252  >>> [0m
2023-09-20 16:12:03,789:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.988431 seconds ...[0m
2023-09-20 16:12:03,875:	[1;33m[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 5.28703[0m
2023-09-20 16:12:03,875:	[1;33m[Coach] >>> VALID @Epoch: 253  >>> [0m
2023-09-20 16:12:03,875:	[1;33m[Coach] >>> TEST  @Epoch: 253  >>> [0m
2023-09-20 16:12:05,879:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.003915 seconds ...[0m
2023-09-20 16:12:05,963:	[1;33m[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 5.28628[0m
2023-09-20 16:12:05,963:	[1;33m[Coach] >>> VALID @Epoch: 254  >>> [0m
2023-09-20 16:12:05,963:	[1;33m[Coach] >>> TEST  @Epoch: 254  >>> [0m
2023-09-20 16:12:08,036:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.072647 seconds ...[0m
2023-09-20 16:12:10,268:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.151248 seconds ...[0m
2023-09-20 16:12:10,269:	[1;33m[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 5.26042[0m
2023-09-20 16:12:10,269:	[1;33m[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0623 || HITRATE@5 Avg: 0.2031 || HITRATE@10 Avg: 0.3012 || NDCG@5 Avg: 0.1328 || NDCG@10 Avg: 0.1644[0m
2023-09-20 16:12:10,269:	[1;33m[Coach] >>> TEST  @Epoch: 255  >>> [0m
2023-09-20 16:12:12,186:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.916319 seconds ...[0m
2023-09-20 16:12:12,265:	[1;33m[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 5.28710[0m
2023-09-20 16:12:12,266:	[1;33m[Coach] >>> VALID @Epoch: 256  >>> [0m
2023-09-20 16:12:12,267:	[1;33m[Coach] >>> TEST  @Epoch: 256  >>> [0m
2023-09-20 16:12:14,236:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.967931 seconds ...[0m
2023-09-20 16:12:14,314:	[1;33m[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 5.28035[0m
2023-09-20 16:12:14,315:	[1;33m[Coach] >>> VALID @Epoch: 257  >>> [0m
2023-09-20 16:12:14,315:	[1;33m[Coach] >>> TEST  @Epoch: 257  >>> [0m
2023-09-20 16:12:16,338:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.022574 seconds ...[0m
2023-09-20 16:12:16,422:	[1;33m[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 5.27592[0m
2023-09-20 16:12:16,422:	[1;33m[Coach] >>> VALID @Epoch: 258  >>> [0m
2023-09-20 16:12:16,422:	[1;33m[Coach] >>> TEST  @Epoch: 258  >>> [0m
2023-09-20 16:12:18,441:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.018737 seconds ...[0m
2023-09-20 16:12:18,531:	[1;33m[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 5.29798[0m
2023-09-20 16:12:18,531:	[1;33m[Coach] >>> VALID @Epoch: 259  >>> [0m
2023-09-20 16:12:18,531:	[1;33m[Coach] >>> TEST  @Epoch: 259  >>> [0m
2023-09-20 16:12:20,663:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.131754 seconds ...[0m
2023-09-20 16:12:22,891:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.139822 seconds ...[0m
2023-09-20 16:12:22,892:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1677*** [0m
2023-09-20 16:12:22,909:	[1;33m[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 5.27821[0m
2023-09-20 16:12:22,910:	[1;33m[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0641 || HITRATE@5 Avg: 0.2045 || HITRATE@10 Avg: 0.3055 || NDCG@5 Avg: 0.1349 || NDCG@10 Avg: 0.1677[0m
2023-09-20 16:12:22,910:	[1;33m[Coach] >>> TEST  @Epoch: 260  >>> [0m
2023-09-20 16:12:24,808:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.897973 seconds ...[0m
2023-09-20 16:12:24,892:	[1;33m[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 5.26877[0m
2023-09-20 16:12:24,893:	[1;33m[Coach] >>> VALID @Epoch: 261  >>> [0m
2023-09-20 16:12:24,893:	[1;33m[Coach] >>> TEST  @Epoch: 261  >>> [0m
2023-09-20 16:12:26,856:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.963509 seconds ...[0m
2023-09-20 16:12:26,937:	[1;33m[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 5.29590[0m
2023-09-20 16:12:26,941:	[1;33m[Coach] >>> VALID @Epoch: 262  >>> [0m
2023-09-20 16:12:26,941:	[1;33m[Coach] >>> TEST  @Epoch: 262  >>> [0m
2023-09-20 16:12:28,957:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.015742 seconds ...[0m
2023-09-20 16:12:29,041:	[1;33m[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 5.27283[0m
2023-09-20 16:12:29,041:	[1;33m[Coach] >>> VALID @Epoch: 263  >>> [0m
2023-09-20 16:12:29,041:	[1;33m[Coach] >>> TEST  @Epoch: 263  >>> [0m
2023-09-20 16:12:31,078:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.036208 seconds ...[0m
2023-09-20 16:12:31,159:	[1;33m[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 5.28169[0m
2023-09-20 16:12:31,160:	[1;33m[Coach] >>> VALID @Epoch: 264  >>> [0m
2023-09-20 16:12:31,160:	[1;33m[Coach] >>> TEST  @Epoch: 264  >>> [0m
2023-09-20 16:12:33,181:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.020848 seconds ...[0m
2023-09-20 16:12:35,452:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.182830 seconds ...[0m
2023-09-20 16:12:35,452:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1678*** [0m
2023-09-20 16:12:35,470:	[1;33m[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 5.27889[0m
2023-09-20 16:12:35,471:	[1;33m[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0627 || HITRATE@5 Avg: 0.2060 || HITRATE@10 Avg: 0.3060 || NDCG@5 Avg: 0.1356 || NDCG@10 Avg: 0.1678[0m
2023-09-20 16:12:35,471:	[1;33m[Coach] >>> TEST  @Epoch: 265  >>> [0m
2023-09-20 16:12:37,361:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.890220 seconds ...[0m
2023-09-20 16:12:37,441:	[1;33m[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 5.26386[0m
2023-09-20 16:12:37,441:	[1;33m[Coach] >>> VALID @Epoch: 266  >>> [0m
2023-09-20 16:12:37,441:	[1;33m[Coach] >>> TEST  @Epoch: 266  >>> [0m
2023-09-20 16:12:39,390:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.948146 seconds ...[0m
2023-09-20 16:12:39,473:	[1;33m[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 5.27782[0m
2023-09-20 16:12:39,473:	[1;33m[Coach] >>> VALID @Epoch: 267  >>> [0m
2023-09-20 16:12:39,474:	[1;33m[Coach] >>> TEST  @Epoch: 267  >>> [0m
2023-09-20 16:12:41,435:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.960969 seconds ...[0m
2023-09-20 16:12:41,518:	[1;33m[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 5.27877[0m
2023-09-20 16:12:41,518:	[1;33m[Coach] >>> VALID @Epoch: 268  >>> [0m
2023-09-20 16:12:41,518:	[1;33m[Coach] >>> TEST  @Epoch: 268  >>> [0m
2023-09-20 16:12:43,511:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.992514 seconds ...[0m
2023-09-20 16:12:43,597:	[1;33m[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 5.26388[0m
2023-09-20 16:12:43,598:	[1;33m[Coach] >>> VALID @Epoch: 269  >>> [0m
2023-09-20 16:12:43,598:	[1;33m[Coach] >>> TEST  @Epoch: 269  >>> [0m
2023-09-20 16:12:45,599:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.001239 seconds ...[0m
2023-09-20 16:12:47,858:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.177072 seconds ...[0m
2023-09-20 16:12:47,859:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1680*** [0m
2023-09-20 16:12:47,878:	[1;33m[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 5.27199[0m
2023-09-20 16:12:47,878:	[1;33m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0647 || HITRATE@5 Avg: 0.2048 || HITRATE@10 Avg: 0.3061 || NDCG@5 Avg: 0.1354 || NDCG@10 Avg: 0.1680[0m
2023-09-20 16:12:47,878:	[1;33m[Coach] >>> TEST  @Epoch: 270  >>> [0m
2023-09-20 16:12:49,806:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.927509 seconds ...[0m
2023-09-20 16:12:49,888:	[1;33m[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 5.26384[0m
2023-09-20 16:12:49,889:	[1;33m[Coach] >>> VALID @Epoch: 271  >>> [0m
2023-09-20 16:12:49,889:	[1;33m[Coach] >>> TEST  @Epoch: 271  >>> [0m
2023-09-20 16:12:51,860:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.971024 seconds ...[0m
2023-09-20 16:12:51,943:	[1;33m[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 5.28118[0m
2023-09-20 16:12:51,944:	[1;33m[Coach] >>> VALID @Epoch: 272  >>> [0m
2023-09-20 16:12:51,944:	[1;33m[Coach] >>> TEST  @Epoch: 272  >>> [0m
2023-09-20 16:12:53,977:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.032783 seconds ...[0m
2023-09-20 16:12:54,061:	[1;33m[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 5.25576[0m
2023-09-20 16:12:54,062:	[1;33m[Coach] >>> VALID @Epoch: 273  >>> [0m
2023-09-20 16:12:54,062:	[1;33m[Coach] >>> TEST  @Epoch: 273  >>> [0m
2023-09-20 16:12:56,060:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.998661 seconds ...[0m
2023-09-20 16:12:56,144:	[1;33m[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 5.26287[0m
2023-09-20 16:12:56,144:	[1;33m[Coach] >>> VALID @Epoch: 274  >>> [0m
2023-09-20 16:12:56,145:	[1;33m[Coach] >>> TEST  @Epoch: 274  >>> [0m
2023-09-20 16:12:58,163:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.017848 seconds ...[0m
2023-09-20 16:13:00,551:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.308072 seconds ...[0m
2023-09-20 16:13:00,551:	[1;33m[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 5.25653[0m
2023-09-20 16:13:00,552:	[1;33m[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0654 || HITRATE@5 Avg: 0.2023 || HITRATE@10 Avg: 0.2965 || NDCG@5 Avg: 0.1346 || NDCG@10 Avg: 0.1650[0m
2023-09-20 16:13:00,552:	[1;33m[Coach] >>> TEST  @Epoch: 275  >>> [0m
2023-09-20 16:13:02,539:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.986931 seconds ...[0m
2023-09-20 16:13:02,627:	[1;33m[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 5.27526[0m
2023-09-20 16:13:02,627:	[1;33m[Coach] >>> VALID @Epoch: 276  >>> [0m
2023-09-20 16:13:02,627:	[1;33m[Coach] >>> TEST  @Epoch: 276  >>> [0m
2023-09-20 16:13:04,629:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.001312 seconds ...[0m
2023-09-20 16:13:04,716:	[1;33m[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 5.28265[0m
2023-09-20 16:13:04,717:	[1;33m[Coach] >>> VALID @Epoch: 277  >>> [0m
2023-09-20 16:13:04,717:	[1;33m[Coach] >>> TEST  @Epoch: 277  >>> [0m
2023-09-20 16:13:06,773:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.056459 seconds ...[0m
2023-09-20 16:13:06,862:	[1;33m[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 5.25548[0m
2023-09-20 16:13:06,862:	[1;33m[Coach] >>> VALID @Epoch: 278  >>> [0m
2023-09-20 16:13:06,862:	[1;33m[Coach] >>> TEST  @Epoch: 278  >>> [0m
2023-09-20 16:13:08,860:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.997280 seconds ...[0m
2023-09-20 16:13:08,941:	[1;33m[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 5.24502[0m
2023-09-20 16:13:08,942:	[1;33m[Coach] >>> VALID @Epoch: 279  >>> [0m
2023-09-20 16:13:08,942:	[1;33m[Coach] >>> TEST  @Epoch: 279  >>> [0m
2023-09-20 16:13:10,976:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.034301 seconds ...[0m
2023-09-20 16:13:13,273:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.210224 seconds ...[0m
2023-09-20 16:13:13,274:	[1;33m[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 5.25200[0m
2023-09-20 16:13:13,274:	[1;33m[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0652 || HITRATE@5 Avg: 0.2071 || HITRATE@10 Avg: 0.3025 || NDCG@5 Avg: 0.1368 || NDCG@10 Avg: 0.1675[0m
2023-09-20 16:13:13,274:	[1;33m[Coach] >>> TEST  @Epoch: 280  >>> [0m
2023-09-20 16:13:15,277:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.002744 seconds ...[0m
2023-09-20 16:13:15,356:	[1;33m[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 5.27688[0m
2023-09-20 16:13:15,356:	[1;33m[Coach] >>> VALID @Epoch: 281  >>> [0m
2023-09-20 16:13:15,356:	[1;33m[Coach] >>> TEST  @Epoch: 281  >>> [0m
2023-09-20 16:13:17,387:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.030690 seconds ...[0m
2023-09-20 16:13:17,467:	[1;33m[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 5.26212[0m
2023-09-20 16:13:17,467:	[1;33m[Coach] >>> VALID @Epoch: 282  >>> [0m
2023-09-20 16:13:17,467:	[1;33m[Coach] >>> TEST  @Epoch: 282  >>> [0m
2023-09-20 16:13:19,539:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.071277 seconds ...[0m
2023-09-20 16:13:19,622:	[1;33m[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 5.24437[0m
2023-09-20 16:13:19,622:	[1;33m[Coach] >>> VALID @Epoch: 283  >>> [0m
2023-09-20 16:13:19,622:	[1;33m[Coach] >>> TEST  @Epoch: 283  >>> [0m
2023-09-20 16:13:21,689:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.066299 seconds ...[0m
2023-09-20 16:13:21,773:	[1;33m[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 5.26211[0m
2023-09-20 16:13:21,774:	[1;33m[Coach] >>> VALID @Epoch: 284  >>> [0m
2023-09-20 16:13:21,774:	[1;33m[Coach] >>> TEST  @Epoch: 284  >>> [0m
2023-09-20 16:13:23,892:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.117568 seconds ...[0m
2023-09-20 16:13:26,274:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.302231 seconds ...[0m
2023-09-20 16:13:26,275:	[1;33m[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 5.26402[0m
2023-09-20 16:13:26,275:	[1;33m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0641 || HITRATE@5 Avg: 0.2043 || HITRATE@10 Avg: 0.3031 || NDCG@5 Avg: 0.1350 || NDCG@10 Avg: 0.1669[0m
2023-09-20 16:13:26,275:	[1;33m[Coach] >>> TEST  @Epoch: 285  >>> [0m
2023-09-20 16:13:28,252:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.976616 seconds ...[0m
2023-09-20 16:13:28,333:	[1;33m[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 5.25345[0m
2023-09-20 16:13:28,333:	[1;33m[Coach] >>> VALID @Epoch: 286  >>> [0m
2023-09-20 16:13:28,334:	[1;33m[Coach] >>> TEST  @Epoch: 286  >>> [0m
2023-09-20 16:13:30,356:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.022035 seconds ...[0m
2023-09-20 16:13:30,437:	[1;33m[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 5.25167[0m
2023-09-20 16:13:30,438:	[1;33m[Coach] >>> VALID @Epoch: 287  >>> [0m
2023-09-20 16:13:30,438:	[1;33m[Coach] >>> TEST  @Epoch: 287  >>> [0m
2023-09-20 16:13:32,560:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.121721 seconds ...[0m
2023-09-20 16:13:32,651:	[1;33m[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 5.26271[0m
2023-09-20 16:13:32,652:	[1;33m[Coach] >>> VALID @Epoch: 288  >>> [0m
2023-09-20 16:13:32,652:	[1;33m[Coach] >>> TEST  @Epoch: 288  >>> [0m
2023-09-20 16:13:34,667:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.015323 seconds ...[0m
2023-09-20 16:13:34,757:	[1;33m[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 5.24618[0m
2023-09-20 16:13:34,757:	[1;33m[Coach] >>> VALID @Epoch: 289  >>> [0m
2023-09-20 16:13:34,757:	[1;33m[Coach] >>> TEST  @Epoch: 289  >>> [0m
2023-09-20 16:13:36,897:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.139094 seconds ...[0m
2023-09-20 16:13:39,251:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.266508 seconds ...[0m
2023-09-20 16:13:39,252:	[1;33m[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 5.25655[0m
2023-09-20 16:13:39,252:	[1;33m[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0662 || HITRATE@5 Avg: 0.2063 || HITRATE@10 Avg: 0.2997 || NDCG@5 Avg: 0.1371 || NDCG@10 Avg: 0.1671[0m
2023-09-20 16:13:39,252:	[1;33m[Coach] >>> TEST  @Epoch: 290  >>> [0m
2023-09-20 16:13:41,263:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.010921 seconds ...[0m
2023-09-20 16:13:41,348:	[1;33m[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 5.24683[0m
2023-09-20 16:13:41,349:	[1;33m[Coach] >>> VALID @Epoch: 291  >>> [0m
2023-09-20 16:13:41,349:	[1;33m[Coach] >>> TEST  @Epoch: 291  >>> [0m
2023-09-20 16:13:43,430:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.080534 seconds ...[0m
2023-09-20 16:13:43,515:	[1;33m[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 5.25227[0m
2023-09-20 16:13:43,516:	[1;33m[Coach] >>> VALID @Epoch: 292  >>> [0m
2023-09-20 16:13:43,516:	[1;33m[Coach] >>> TEST  @Epoch: 292  >>> [0m
2023-09-20 16:13:45,605:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.089149 seconds ...[0m
2023-09-20 16:13:45,692:	[1;33m[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 5.25482[0m
2023-09-20 16:13:45,693:	[1;33m[Coach] >>> VALID @Epoch: 293  >>> [0m
2023-09-20 16:13:45,693:	[1;33m[Coach] >>> TEST  @Epoch: 293  >>> [0m
2023-09-20 16:13:47,837:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.144219 seconds ...[0m
2023-09-20 16:13:47,921:	[1;33m[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 5.23409[0m
2023-09-20 16:13:47,921:	[1;33m[Coach] >>> VALID @Epoch: 294  >>> [0m
2023-09-20 16:13:47,921:	[1;33m[Coach] >>> TEST  @Epoch: 294  >>> [0m
2023-09-20 16:13:50,000:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.078527 seconds ...[0m
2023-09-20 16:13:52,371:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.247188 seconds ...[0m
2023-09-20 16:13:52,372:	[1;33m[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 5.24701[0m
2023-09-20 16:13:52,372:	[1;33m[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0642 || HITRATE@5 Avg: 0.2075 || HITRATE@10 Avg: 0.3073 || NDCG@5 Avg: 0.1356 || NDCG@10 Avg: 0.1677[0m
2023-09-20 16:13:52,372:	[1;33m[Coach] >>> TEST  @Epoch: 295  >>> [0m
2023-09-20 16:13:54,397:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.024538 seconds ...[0m
2023-09-20 16:13:54,477:	[1;33m[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 5.23535[0m
2023-09-20 16:13:54,477:	[1;33m[Coach] >>> VALID @Epoch: 296  >>> [0m
2023-09-20 16:13:54,477:	[1;33m[Coach] >>> TEST  @Epoch: 296  >>> [0m
2023-09-20 16:13:56,554:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.076749 seconds ...[0m
2023-09-20 16:13:56,635:	[1;33m[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 5.23499[0m
2023-09-20 16:13:56,635:	[1;33m[Coach] >>> VALID @Epoch: 297  >>> [0m
2023-09-20 16:13:56,635:	[1;33m[Coach] >>> TEST  @Epoch: 297  >>> [0m
2023-09-20 16:13:58,709:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.074021 seconds ...[0m
2023-09-20 16:13:58,796:	[1;33m[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 5.24517[0m
2023-09-20 16:13:58,797:	[1;33m[Coach] >>> VALID @Epoch: 298  >>> [0m
2023-09-20 16:13:58,797:	[1;33m[Coach] >>> TEST  @Epoch: 298  >>> [0m
2023-09-20 16:14:00,867:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.069091 seconds ...[0m
2023-09-20 16:14:00,950:	[1;33m[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 5.23856[0m
2023-09-20 16:14:00,951:	[1;33m[Coach] >>> VALID @Epoch: 299  >>> [0m
2023-09-20 16:14:00,951:	[1;33m[Coach] >>> TEST  @Epoch: 299  >>> [0m
2023-09-20 16:14:03,056:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.105344 seconds ...[0m
2023-09-20 16:14:05,385:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.247046 seconds ...[0m
2023-09-20 16:14:05,385:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1684*** [0m
2023-09-20 16:14:05,404:	[1;33m[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 5.25523[0m
2023-09-20 16:14:05,405:	[1;33m[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0644 || HITRATE@5 Avg: 0.2028 || HITRATE@10 Avg: 0.3073 || NDCG@5 Avg: 0.1346 || NDCG@10 Avg: 0.1684[0m
2023-09-20 16:14:05,406:	[1;33m[Coach] >>> TEST  @Epoch: 300  >>> [0m
2023-09-20 16:14:07,401:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.993915 seconds ...[0m
2023-09-20 16:14:07,484:	[1;33m[Coach] >>> TRAIN @Epoch: 301  >>>  || LOSS Avg: 5.24707[0m
2023-09-20 16:14:07,485:	[1;33m[Coach] >>> VALID @Epoch: 301  >>> [0m
2023-09-20 16:14:07,485:	[1;33m[Coach] >>> TEST  @Epoch: 301  >>> [0m
2023-09-20 16:14:09,535:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.049696 seconds ...[0m
2023-09-20 16:14:09,616:	[1;33m[Coach] >>> TRAIN @Epoch: 302  >>>  || LOSS Avg: 5.25903[0m
2023-09-20 16:14:09,616:	[1;33m[Coach] >>> VALID @Epoch: 302  >>> [0m
2023-09-20 16:14:09,616:	[1;33m[Coach] >>> TEST  @Epoch: 302  >>> [0m
2023-09-20 16:14:11,717:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.100563 seconds ...[0m
2023-09-20 16:14:11,799:	[1;33m[Coach] >>> TRAIN @Epoch: 303  >>>  || LOSS Avg: 5.26107[0m
2023-09-20 16:14:11,800:	[1;33m[Coach] >>> VALID @Epoch: 303  >>> [0m
2023-09-20 16:14:11,800:	[1;33m[Coach] >>> TEST  @Epoch: 303  >>> [0m
2023-09-20 16:14:13,914:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.114519 seconds ...[0m
2023-09-20 16:14:13,999:	[1;33m[Coach] >>> TRAIN @Epoch: 304  >>>  || LOSS Avg: 5.25125[0m
2023-09-20 16:14:14,000:	[1;33m[Coach] >>> VALID @Epoch: 304  >>> [0m
2023-09-20 16:14:14,000:	[1;33m[Coach] >>> TEST  @Epoch: 304  >>> [0m
2023-09-20 16:14:16,122:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.121471 seconds ...[0m
2023-09-20 16:14:18,560:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.356047 seconds ...[0m
2023-09-20 16:14:18,561:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1689*** [0m
2023-09-20 16:14:18,580:	[1;33m[Coach] >>> TRAIN @Epoch: 305  >>>  || LOSS Avg: 5.23326[0m
2023-09-20 16:14:18,581:	[1;33m[Coach] >>> VALID @Epoch: 305  >>>  || HITRATE@1 Avg: 0.0657 || HITRATE@5 Avg: 0.2070 || HITRATE@10 Avg: 0.3060 || NDCG@5 Avg: 0.1371 || NDCG@10 Avg: 0.1689[0m
2023-09-20 16:14:18,581:	[1;33m[Coach] >>> TEST  @Epoch: 305  >>> [0m
2023-09-20 16:14:20,566:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.984717 seconds ...[0m
2023-09-20 16:14:20,653:	[1;33m[Coach] >>> TRAIN @Epoch: 306  >>>  || LOSS Avg: 5.24100[0m
2023-09-20 16:14:20,654:	[1;33m[Coach] >>> VALID @Epoch: 306  >>> [0m
2023-09-20 16:14:20,654:	[1;33m[Coach] >>> TEST  @Epoch: 306  >>> [0m
2023-09-20 16:14:22,754:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.099751 seconds ...[0m
2023-09-20 16:14:22,847:	[1;33m[Coach] >>> TRAIN @Epoch: 307  >>>  || LOSS Avg: 5.24426[0m
2023-09-20 16:14:22,847:	[1;33m[Coach] >>> VALID @Epoch: 307  >>> [0m
2023-09-20 16:14:22,847:	[1;33m[Coach] >>> TEST  @Epoch: 307  >>> [0m
2023-09-20 16:14:24,905:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.057897 seconds ...[0m
2023-09-20 16:14:24,985:	[1;33m[Coach] >>> TRAIN @Epoch: 308  >>>  || LOSS Avg: 5.24140[0m
2023-09-20 16:14:24,986:	[1;33m[Coach] >>> VALID @Epoch: 308  >>> [0m
2023-09-20 16:14:24,986:	[1;33m[Coach] >>> TEST  @Epoch: 308  >>> [0m
2023-09-20 16:14:27,108:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.122156 seconds ...[0m
2023-09-20 16:14:27,194:	[1;33m[Coach] >>> TRAIN @Epoch: 309  >>>  || LOSS Avg: 5.23973[0m
2023-09-20 16:14:27,195:	[1;33m[Coach] >>> VALID @Epoch: 309  >>> [0m
2023-09-20 16:14:27,195:	[1;33m[Coach] >>> TEST  @Epoch: 309  >>> [0m
2023-09-20 16:14:29,299:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.104429 seconds ...[0m
2023-09-20 16:14:31,656:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.273505 seconds ...[0m
2023-09-20 16:14:31,657:	[1;33m[Coach] >>> TRAIN @Epoch: 310  >>>  || LOSS Avg: 5.26164[0m
2023-09-20 16:14:31,657:	[1;33m[Coach] >>> VALID @Epoch: 310  >>>  || HITRATE@1 Avg: 0.0652 || HITRATE@5 Avg: 0.2018 || HITRATE@10 Avg: 0.3022 || NDCG@5 Avg: 0.1341 || NDCG@10 Avg: 0.1665[0m
2023-09-20 16:14:31,657:	[1;33m[Coach] >>> TEST  @Epoch: 310  >>> [0m
2023-09-20 16:14:33,667:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.009385 seconds ...[0m
2023-09-20 16:14:33,750:	[1;33m[Coach] >>> TRAIN @Epoch: 311  >>>  || LOSS Avg: 5.23773[0m
2023-09-20 16:14:33,750:	[1;33m[Coach] >>> VALID @Epoch: 311  >>> [0m
2023-09-20 16:14:33,750:	[1;33m[Coach] >>> TEST  @Epoch: 311  >>> [0m
2023-09-20 16:14:35,809:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.058887 seconds ...[0m
2023-09-20 16:14:35,892:	[1;33m[Coach] >>> TRAIN @Epoch: 312  >>>  || LOSS Avg: 5.25064[0m
2023-09-20 16:14:35,892:	[1;33m[Coach] >>> VALID @Epoch: 312  >>> [0m
2023-09-20 16:14:35,892:	[1;33m[Coach] >>> TEST  @Epoch: 312  >>> [0m
2023-09-20 16:14:37,969:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.076458 seconds ...[0m
2023-09-20 16:14:38,056:	[1;33m[Coach] >>> TRAIN @Epoch: 313  >>>  || LOSS Avg: 5.24727[0m
2023-09-20 16:14:38,057:	[1;33m[Coach] >>> VALID @Epoch: 313  >>> [0m
2023-09-20 16:14:38,057:	[1;33m[Coach] >>> TEST  @Epoch: 313  >>> [0m
2023-09-20 16:14:40,151:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.093622 seconds ...[0m
2023-09-20 16:14:40,231:	[1;33m[Coach] >>> TRAIN @Epoch: 314  >>>  || LOSS Avg: 5.24927[0m
2023-09-20 16:14:40,232:	[1;33m[Coach] >>> VALID @Epoch: 314  >>> [0m
2023-09-20 16:14:40,232:	[1;33m[Coach] >>> TEST  @Epoch: 314  >>> [0m
2023-09-20 16:14:42,382:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.149808 seconds ...[0m
2023-09-20 16:14:45,662:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 3.198891 seconds ...[0m
2023-09-20 16:14:45,663:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1691*** [0m
2023-09-20 16:14:45,682:	[1;33m[Coach] >>> TRAIN @Epoch: 315  >>>  || LOSS Avg: 5.24259[0m
2023-09-20 16:14:45,682:	[1;33m[Coach] >>> VALID @Epoch: 315  >>>  || HITRATE@1 Avg: 0.0671 || HITRATE@5 Avg: 0.2073 || HITRATE@10 Avg: 0.3060 || NDCG@5 Avg: 0.1373 || NDCG@10 Avg: 0.1691[0m
2023-09-20 16:14:45,682:	[1;33m[Coach] >>> TEST  @Epoch: 315  >>> [0m
2023-09-20 16:14:47,672:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.989484 seconds ...[0m
2023-09-20 16:14:47,762:	[1;33m[Coach] >>> TRAIN @Epoch: 316  >>>  || LOSS Avg: 5.25305[0m
2023-09-20 16:14:47,763:	[1;33m[Coach] >>> VALID @Epoch: 316  >>> [0m
2023-09-20 16:14:47,763:	[1;33m[Coach] >>> TEST  @Epoch: 316  >>> [0m
2023-09-20 16:14:49,788:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.025056 seconds ...[0m
2023-09-20 16:14:49,878:	[1;33m[Coach] >>> TRAIN @Epoch: 317  >>>  || LOSS Avg: 5.24127[0m
2023-09-20 16:14:49,879:	[1;33m[Coach] >>> VALID @Epoch: 317  >>> [0m
2023-09-20 16:14:49,879:	[1;33m[Coach] >>> TEST  @Epoch: 317  >>> [0m
2023-09-20 16:14:51,968:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.088744 seconds ...[0m
2023-09-20 16:14:52,056:	[1;33m[Coach] >>> TRAIN @Epoch: 318  >>>  || LOSS Avg: 5.24002[0m
2023-09-20 16:14:52,056:	[1;33m[Coach] >>> VALID @Epoch: 318  >>> [0m
2023-09-20 16:14:52,056:	[1;33m[Coach] >>> TEST  @Epoch: 318  >>> [0m
2023-09-20 16:14:54,139:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.082774 seconds ...[0m
2023-09-20 16:14:54,230:	[1;33m[Coach] >>> TRAIN @Epoch: 319  >>>  || LOSS Avg: 5.24637[0m
2023-09-20 16:14:54,231:	[1;33m[Coach] >>> VALID @Epoch: 319  >>> [0m
2023-09-20 16:14:54,231:	[1;33m[Coach] >>> TEST  @Epoch: 319  >>> [0m
2023-09-20 16:14:56,364:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.133620 seconds ...[0m
2023-09-20 16:14:58,753:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.306095 seconds ...[0m
2023-09-20 16:14:58,754:	[1;33m[Coach] >>> TRAIN @Epoch: 320  >>>  || LOSS Avg: 5.22584[0m
2023-09-20 16:14:58,754:	[1;33m[Coach] >>> VALID @Epoch: 320  >>>  || HITRATE@1 Avg: 0.0636 || HITRATE@5 Avg: 0.2050 || HITRATE@10 Avg: 0.3040 || NDCG@5 Avg: 0.1351 || NDCG@10 Avg: 0.1670[0m
2023-09-20 16:14:58,754:	[1;33m[Coach] >>> TEST  @Epoch: 320  >>> [0m
2023-09-20 16:15:00,708:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.954083 seconds ...[0m
2023-09-20 16:15:00,787:	[1;33m[Coach] >>> TRAIN @Epoch: 321  >>>  || LOSS Avg: 5.23672[0m
2023-09-20 16:15:00,787:	[1;33m[Coach] >>> VALID @Epoch: 321  >>> [0m
2023-09-20 16:15:00,788:	[1;33m[Coach] >>> TEST  @Epoch: 321  >>> [0m
2023-09-20 16:15:02,839:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.050922 seconds ...[0m
2023-09-20 16:15:02,926:	[1;33m[Coach] >>> TRAIN @Epoch: 322  >>>  || LOSS Avg: 5.24936[0m
2023-09-20 16:15:02,926:	[1;33m[Coach] >>> VALID @Epoch: 322  >>> [0m
2023-09-20 16:15:02,926:	[1;33m[Coach] >>> TEST  @Epoch: 322  >>> [0m
2023-09-20 16:15:04,931:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.004767 seconds ...[0m
2023-09-20 16:15:05,015:	[1;33m[Coach] >>> TRAIN @Epoch: 323  >>>  || LOSS Avg: 5.24856[0m
2023-09-20 16:15:05,015:	[1;33m[Coach] >>> VALID @Epoch: 323  >>> [0m
2023-09-20 16:15:05,015:	[1;33m[Coach] >>> TEST  @Epoch: 323  >>> [0m
2023-09-20 16:15:07,165:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.149418 seconds ...[0m
2023-09-20 16:15:07,243:	[1;33m[Coach] >>> TRAIN @Epoch: 324  >>>  || LOSS Avg: 5.22657[0m
2023-09-20 16:15:07,243:	[1;33m[Coach] >>> VALID @Epoch: 324  >>> [0m
2023-09-20 16:15:07,244:	[1;33m[Coach] >>> TEST  @Epoch: 324  >>> [0m
2023-09-20 16:15:09,303:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.059516 seconds ...[0m
2023-09-20 16:15:11,644:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.254357 seconds ...[0m
2023-09-20 16:15:11,645:	[1;33m[Coach] >>> TRAIN @Epoch: 325  >>>  || LOSS Avg: 5.23962[0m
2023-09-20 16:15:11,645:	[1;33m[Coach] >>> VALID @Epoch: 325  >>>  || HITRATE@1 Avg: 0.0629 || HITRATE@5 Avg: 0.2038 || HITRATE@10 Avg: 0.3066 || NDCG@5 Avg: 0.1348 || NDCG@10 Avg: 0.1681[0m
2023-09-20 16:15:11,645:	[1;33m[Coach] >>> TEST  @Epoch: 325  >>> [0m
2023-09-20 16:15:13,673:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.028195 seconds ...[0m
2023-09-20 16:15:13,752:	[1;33m[Coach] >>> TRAIN @Epoch: 326  >>>  || LOSS Avg: 5.23568[0m
2023-09-20 16:15:13,752:	[1;33m[Coach] >>> VALID @Epoch: 326  >>> [0m
2023-09-20 16:15:13,752:	[1;33m[Coach] >>> TEST  @Epoch: 326  >>> [0m
2023-09-20 16:15:15,814:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.061876 seconds ...[0m
2023-09-20 16:15:15,892:	[1;33m[Coach] >>> TRAIN @Epoch: 327  >>>  || LOSS Avg: 5.22469[0m
2023-09-20 16:15:15,893:	[1;33m[Coach] >>> VALID @Epoch: 327  >>> [0m
2023-09-20 16:15:15,893:	[1;33m[Coach] >>> TEST  @Epoch: 327  >>> [0m
2023-09-20 16:15:17,960:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.067296 seconds ...[0m
2023-09-20 16:15:18,045:	[1;33m[Coach] >>> TRAIN @Epoch: 328  >>>  || LOSS Avg: 5.24674[0m
2023-09-20 16:15:18,045:	[1;33m[Coach] >>> VALID @Epoch: 328  >>> [0m
2023-09-20 16:15:18,045:	[1;33m[Coach] >>> TEST  @Epoch: 328  >>> [0m
2023-09-20 16:15:20,172:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.126745 seconds ...[0m
2023-09-20 16:15:20,255:	[1;33m[Coach] >>> TRAIN @Epoch: 329  >>>  || LOSS Avg: 5.21180[0m
2023-09-20 16:15:20,255:	[1;33m[Coach] >>> VALID @Epoch: 329  >>> [0m
2023-09-20 16:15:20,255:	[1;33m[Coach] >>> TEST  @Epoch: 329  >>> [0m
2023-09-20 16:15:22,343:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.087230 seconds ...[0m
2023-09-20 16:15:24,691:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.263353 seconds ...[0m
2023-09-20 16:15:24,692:	[1;33m[Coach] >>> TRAIN @Epoch: 330  >>>  || LOSS Avg: 5.24164[0m
2023-09-20 16:15:24,692:	[1;33m[Coach] >>> VALID @Epoch: 330  >>>  || HITRATE@1 Avg: 0.0636 || HITRATE@5 Avg: 0.2065 || HITRATE@10 Avg: 0.3035 || NDCG@5 Avg: 0.1353 || NDCG@10 Avg: 0.1666[0m
2023-09-20 16:15:24,692:	[1;33m[Coach] >>> TEST  @Epoch: 330  >>> [0m
2023-09-20 16:15:26,696:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.003768 seconds ...[0m
2023-09-20 16:15:26,775:	[1;33m[Coach] >>> TRAIN @Epoch: 331  >>>  || LOSS Avg: 5.23720[0m
2023-09-20 16:15:26,776:	[1;33m[Coach] >>> VALID @Epoch: 331  >>> [0m
2023-09-20 16:15:26,776:	[1;33m[Coach] >>> TEST  @Epoch: 331  >>> [0m
2023-09-20 16:15:28,785:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.009079 seconds ...[0m
2023-09-20 16:15:28,866:	[1;33m[Coach] >>> TRAIN @Epoch: 332  >>>  || LOSS Avg: 5.20884[0m
2023-09-20 16:15:28,867:	[1;33m[Coach] >>> VALID @Epoch: 332  >>> [0m
2023-09-20 16:15:28,867:	[1;33m[Coach] >>> TEST  @Epoch: 332  >>> [0m
2023-09-20 16:15:30,907:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.040067 seconds ...[0m
2023-09-20 16:15:30,986:	[1;33m[Coach] >>> TRAIN @Epoch: 333  >>>  || LOSS Avg: 5.22409[0m
2023-09-20 16:15:30,986:	[1;33m[Coach] >>> VALID @Epoch: 333  >>> [0m
2023-09-20 16:15:30,987:	[1;33m[Coach] >>> TEST  @Epoch: 333  >>> [0m
2023-09-20 16:15:33,054:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.067456 seconds ...[0m
2023-09-20 16:15:33,139:	[1;33m[Coach] >>> TRAIN @Epoch: 334  >>>  || LOSS Avg: 5.21710[0m
2023-09-20 16:15:33,139:	[1;33m[Coach] >>> VALID @Epoch: 334  >>> [0m
2023-09-20 16:15:33,139:	[1;33m[Coach] >>> TEST  @Epoch: 334  >>> [0m
2023-09-20 16:15:35,204:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.065009 seconds ...[0m
2023-09-20 16:15:37,563:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.275555 seconds ...[0m
2023-09-20 16:15:37,564:	[1;33m[Coach] >>> TRAIN @Epoch: 335  >>>  || LOSS Avg: 5.23255[0m
2023-09-20 16:15:37,564:	[1;33m[Coach] >>> VALID @Epoch: 335  >>>  || HITRATE@1 Avg: 0.0646 || HITRATE@5 Avg: 0.2058 || HITRATE@10 Avg: 0.3033 || NDCG@5 Avg: 0.1361 || NDCG@10 Avg: 0.1676[0m
2023-09-20 16:15:37,564:	[1;33m[Coach] >>> TEST  @Epoch: 335  >>> [0m
2023-09-20 16:15:39,571:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.007168 seconds ...[0m
2023-09-20 16:15:39,649:	[1;33m[Coach] >>> TRAIN @Epoch: 336  >>>  || LOSS Avg: 5.24827[0m
2023-09-20 16:15:39,650:	[1;33m[Coach] >>> VALID @Epoch: 336  >>> [0m
2023-09-20 16:15:39,650:	[1;33m[Coach] >>> TEST  @Epoch: 336  >>> [0m
2023-09-20 16:15:41,673:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.023246 seconds ...[0m
2023-09-20 16:15:41,752:	[1;33m[Coach] >>> TRAIN @Epoch: 337  >>>  || LOSS Avg: 5.22029[0m
2023-09-20 16:15:41,752:	[1;33m[Coach] >>> VALID @Epoch: 337  >>> [0m
2023-09-20 16:15:41,752:	[1;33m[Coach] >>> TEST  @Epoch: 337  >>> [0m
2023-09-20 16:15:43,809:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.056934 seconds ...[0m
2023-09-20 16:15:43,889:	[1;33m[Coach] >>> TRAIN @Epoch: 338  >>>  || LOSS Avg: 5.23218[0m
2023-09-20 16:15:43,889:	[1;33m[Coach] >>> VALID @Epoch: 338  >>> [0m
2023-09-20 16:15:43,889:	[1;33m[Coach] >>> TEST  @Epoch: 338  >>> [0m
2023-09-20 16:15:45,947:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.057426 seconds ...[0m
2023-09-20 16:15:46,031:	[1;33m[Coach] >>> TRAIN @Epoch: 339  >>>  || LOSS Avg: 5.24035[0m
2023-09-20 16:15:46,031:	[1;33m[Coach] >>> VALID @Epoch: 339  >>> [0m
2023-09-20 16:15:46,031:	[1;33m[Coach] >>> TEST  @Epoch: 339  >>> [0m
2023-09-20 16:15:48,021:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.989239 seconds ...[0m
2023-09-20 16:15:49,335:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.252953 seconds ...[0m
2023-09-20 16:15:49,335:	[1;33m[Coach] >>> TRAIN @Epoch: 340  >>>  || LOSS Avg: 5.22522[0m
2023-09-20 16:15:49,336:	[1;33m[Coach] >>> VALID @Epoch: 340  >>>  || HITRATE@1 Avg: 0.0604 || HITRATE@5 Avg: 0.2038 || HITRATE@10 Avg: 0.3038 || NDCG@5 Avg: 0.1330 || NDCG@10 Avg: 0.1653[0m
2023-09-20 16:15:49,336:	[1;33m[Coach] >>> TEST  @Epoch: 340  >>> [0m
2023-09-20 16:15:51,200:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.863753 seconds ...[0m
2023-09-20 16:15:51,257:	[1;33m[Coach] >>> TRAIN @Epoch: 341  >>>  || LOSS Avg: 5.21718[0m
2023-09-20 16:15:51,258:	[1;33m[Coach] >>> VALID @Epoch: 341  >>> [0m
2023-09-20 16:15:51,258:	[1;33m[Coach] >>> TEST  @Epoch: 341  >>> [0m
2023-09-20 16:15:53,108:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.850257 seconds ...[0m
2023-09-20 16:15:53,167:	[1;33m[Coach] >>> TRAIN @Epoch: 342  >>>  || LOSS Avg: 5.21123[0m
2023-09-20 16:15:53,167:	[1;33m[Coach] >>> VALID @Epoch: 342  >>> [0m
2023-09-20 16:15:53,167:	[1;33m[Coach] >>> TEST  @Epoch: 342  >>> [0m
2023-09-20 16:15:55,096:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.928809 seconds ...[0m
2023-09-20 16:15:55,156:	[1;33m[Coach] >>> TRAIN @Epoch: 343  >>>  || LOSS Avg: 5.22130[0m
2023-09-20 16:15:55,156:	[1;33m[Coach] >>> VALID @Epoch: 343  >>> [0m
2023-09-20 16:15:55,156:	[1;33m[Coach] >>> TEST  @Epoch: 343  >>> [0m
2023-09-20 16:15:57,076:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.919973 seconds ...[0m
2023-09-20 16:15:57,140:	[1;33m[Coach] >>> TRAIN @Epoch: 344  >>>  || LOSS Avg: 5.23151[0m
2023-09-20 16:15:57,140:	[1;33m[Coach] >>> VALID @Epoch: 344  >>> [0m
2023-09-20 16:15:57,140:	[1;33m[Coach] >>> TEST  @Epoch: 344  >>> [0m
2023-09-20 16:15:59,041:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.900734 seconds ...[0m
2023-09-20 16:16:00,436:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.335296 seconds ...[0m
2023-09-20 16:16:00,436:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1691*** [0m
2023-09-20 16:16:00,450:	[1;33m[Coach] >>> TRAIN @Epoch: 345  >>>  || LOSS Avg: 5.21378[0m
2023-09-20 16:16:00,450:	[1;33m[Coach] >>> VALID @Epoch: 345  >>>  || HITRATE@1 Avg: 0.0644 || HITRATE@5 Avg: 0.2088 || HITRATE@10 Avg: 0.3055 || NDCG@5 Avg: 0.1379 || NDCG@10 Avg: 0.1691[0m
2023-09-20 16:16:00,450:	[1;33m[Coach] >>> TEST  @Epoch: 345  >>> [0m
2023-09-20 16:16:02,291:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.839819 seconds ...[0m
2023-09-20 16:16:02,356:	[1;33m[Coach] >>> TRAIN @Epoch: 346  >>>  || LOSS Avg: 5.23772[0m
2023-09-20 16:16:02,357:	[1;33m[Coach] >>> VALID @Epoch: 346  >>> [0m
2023-09-20 16:16:02,357:	[1;33m[Coach] >>> TEST  @Epoch: 346  >>> [0m
2023-09-20 16:16:04,228:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.870990 seconds ...[0m
2023-09-20 16:16:04,293:	[1;33m[Coach] >>> TRAIN @Epoch: 347  >>>  || LOSS Avg: 5.23272[0m
2023-09-20 16:16:04,293:	[1;33m[Coach] >>> VALID @Epoch: 347  >>> [0m
2023-09-20 16:16:04,293:	[1;33m[Coach] >>> TEST  @Epoch: 347  >>> [0m
2023-09-20 16:16:06,206:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.912591 seconds ...[0m
2023-09-20 16:16:06,263:	[1;33m[Coach] >>> TRAIN @Epoch: 348  >>>  || LOSS Avg: 5.21648[0m
2023-09-20 16:16:06,263:	[1;33m[Coach] >>> VALID @Epoch: 348  >>> [0m
2023-09-20 16:16:06,263:	[1;33m[Coach] >>> TEST  @Epoch: 348  >>> [0m
2023-09-20 16:16:08,192:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.928934 seconds ...[0m
2023-09-20 16:16:08,253:	[1;33m[Coach] >>> TRAIN @Epoch: 349  >>>  || LOSS Avg: 5.22009[0m
2023-09-20 16:16:08,254:	[1;33m[Coach] >>> VALID @Epoch: 349  >>> [0m
2023-09-20 16:16:08,254:	[1;33m[Coach] >>> TEST  @Epoch: 349  >>> [0m
2023-09-20 16:16:10,161:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.906778 seconds ...[0m
2023-09-20 16:16:12,479:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.235634 seconds ...[0m
2023-09-20 16:16:12,480:	[1;33m[Coach] >>> TRAIN @Epoch: 350  >>>  || LOSS Avg: 5.23120[0m
2023-09-20 16:16:12,480:	[1;33m[Coach] >>> VALID @Epoch: 350  >>>  || HITRATE@1 Avg: 0.0616 || HITRATE@5 Avg: 0.2038 || HITRATE@10 Avg: 0.3055 || NDCG@5 Avg: 0.1337 || NDCG@10 Avg: 0.1664[0m
2023-09-20 16:16:12,480:	[1;33m[Coach] >>> TEST  @Epoch: 350  >>> [0m
2023-09-20 16:16:14,465:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.984779 seconds ...[0m
2023-09-20 16:16:14,543:	[1;33m[Coach] >>> TRAIN @Epoch: 351  >>>  || LOSS Avg: 5.22289[0m
2023-09-20 16:16:14,543:	[1;33m[Coach] >>> VALID @Epoch: 351  >>> [0m
2023-09-20 16:16:14,543:	[1;33m[Coach] >>> TEST  @Epoch: 351  >>> [0m
2023-09-20 16:16:16,583:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.039424 seconds ...[0m
2023-09-20 16:16:16,664:	[1;33m[Coach] >>> TRAIN @Epoch: 352  >>>  || LOSS Avg: 5.21325[0m
2023-09-20 16:16:16,664:	[1;33m[Coach] >>> VALID @Epoch: 352  >>> [0m
2023-09-20 16:16:16,664:	[1;33m[Coach] >>> TEST  @Epoch: 352  >>> [0m
2023-09-20 16:16:18,727:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.062499 seconds ...[0m
2023-09-20 16:16:18,808:	[1;33m[Coach] >>> TRAIN @Epoch: 353  >>>  || LOSS Avg: 5.21781[0m
2023-09-20 16:16:18,808:	[1;33m[Coach] >>> VALID @Epoch: 353  >>> [0m
2023-09-20 16:16:18,808:	[1;33m[Coach] >>> TEST  @Epoch: 353  >>> [0m
2023-09-20 16:16:20,983:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.174541 seconds ...[0m
2023-09-20 16:16:21,069:	[1;33m[Coach] >>> TRAIN @Epoch: 354  >>>  || LOSS Avg: 5.20697[0m
2023-09-20 16:16:21,070:	[1;33m[Coach] >>> VALID @Epoch: 354  >>> [0m
2023-09-20 16:16:21,070:	[1;33m[Coach] >>> TEST  @Epoch: 354  >>> [0m
2023-09-20 16:16:23,181:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.110710 seconds ...[0m
2023-09-20 16:16:25,490:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.233097 seconds ...[0m
2023-09-20 16:16:25,491:	[1;33m[Coach] >>> TRAIN @Epoch: 355  >>>  || LOSS Avg: 5.21292[0m
2023-09-20 16:16:25,491:	[1;33m[Coach] >>> VALID @Epoch: 355  >>>  || HITRATE@1 Avg: 0.0624 || HITRATE@5 Avg: 0.2065 || HITRATE@10 Avg: 0.3114 || NDCG@5 Avg: 0.1350 || NDCG@10 Avg: 0.1687[0m
2023-09-20 16:16:25,491:	[1;33m[Coach] >>> TEST  @Epoch: 355  >>> [0m
2023-09-20 16:16:27,574:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.082464 seconds ...[0m
2023-09-20 16:16:27,654:	[1;33m[Coach] >>> TRAIN @Epoch: 356  >>>  || LOSS Avg: 5.21398[0m
2023-09-20 16:16:27,655:	[1;33m[Coach] >>> VALID @Epoch: 356  >>> [0m
2023-09-20 16:16:27,655:	[1;33m[Coach] >>> TEST  @Epoch: 356  >>> [0m
2023-09-20 16:16:29,670:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.015463 seconds ...[0m
2023-09-20 16:16:29,748:	[1;33m[Coach] >>> TRAIN @Epoch: 357  >>>  || LOSS Avg: 5.22895[0m
2023-09-20 16:16:29,749:	[1;33m[Coach] >>> VALID @Epoch: 357  >>> [0m
2023-09-20 16:16:29,749:	[1;33m[Coach] >>> TEST  @Epoch: 357  >>> [0m
2023-09-20 16:16:31,819:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.069674 seconds ...[0m
2023-09-20 16:16:31,904:	[1;33m[Coach] >>> TRAIN @Epoch: 358  >>>  || LOSS Avg: 5.21297[0m
2023-09-20 16:16:31,905:	[1;33m[Coach] >>> VALID @Epoch: 358  >>> [0m
2023-09-20 16:16:31,905:	[1;33m[Coach] >>> TEST  @Epoch: 358  >>> [0m
2023-09-20 16:16:34,005:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.099502 seconds ...[0m
2023-09-20 16:16:34,088:	[1;33m[Coach] >>> TRAIN @Epoch: 359  >>>  || LOSS Avg: 5.20653[0m
2023-09-20 16:16:34,088:	[1;33m[Coach] >>> VALID @Epoch: 359  >>> [0m
2023-09-20 16:16:34,088:	[1;33m[Coach] >>> TEST  @Epoch: 359  >>> [0m
2023-09-20 16:16:36,179:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.090806 seconds ...[0m
2023-09-20 16:16:38,575:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.313899 seconds ...[0m
2023-09-20 16:16:38,576:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1698*** [0m
2023-09-20 16:16:38,596:	[1;33m[Coach] >>> TRAIN @Epoch: 360  >>>  || LOSS Avg: 5.21100[0m
2023-09-20 16:16:38,596:	[1;33m[Coach] >>> VALID @Epoch: 360  >>>  || HITRATE@1 Avg: 0.0661 || HITRATE@5 Avg: 0.2076 || HITRATE@10 Avg: 0.3068 || NDCG@5 Avg: 0.1378 || NDCG@10 Avg: 0.1698[0m
2023-09-20 16:16:38,596:	[1;33m[Coach] >>> TEST  @Epoch: 360  >>> [0m
2023-09-20 16:16:40,536:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.939652 seconds ...[0m
2023-09-20 16:16:40,618:	[1;33m[Coach] >>> TRAIN @Epoch: 361  >>>  || LOSS Avg: 5.20902[0m
2023-09-20 16:16:40,618:	[1;33m[Coach] >>> VALID @Epoch: 361  >>> [0m
2023-09-20 16:16:40,618:	[1;33m[Coach] >>> TEST  @Epoch: 361  >>> [0m
2023-09-20 16:16:42,648:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.029821 seconds ...[0m
2023-09-20 16:16:42,734:	[1;33m[Coach] >>> TRAIN @Epoch: 362  >>>  || LOSS Avg: 5.23137[0m
2023-09-20 16:16:42,735:	[1;33m[Coach] >>> VALID @Epoch: 362  >>> [0m
2023-09-20 16:16:42,735:	[1;33m[Coach] >>> TEST  @Epoch: 362  >>> [0m
2023-09-20 16:16:44,784:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.048762 seconds ...[0m
2023-09-20 16:16:44,865:	[1;33m[Coach] >>> TRAIN @Epoch: 363  >>>  || LOSS Avg: 5.21508[0m
2023-09-20 16:16:44,866:	[1;33m[Coach] >>> VALID @Epoch: 363  >>> [0m
2023-09-20 16:16:44,866:	[1;33m[Coach] >>> TEST  @Epoch: 363  >>> [0m
2023-09-20 16:16:46,943:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.076691 seconds ...[0m
2023-09-20 16:16:47,024:	[1;33m[Coach] >>> TRAIN @Epoch: 364  >>>  || LOSS Avg: 5.22770[0m
2023-09-20 16:16:47,025:	[1;33m[Coach] >>> VALID @Epoch: 364  >>> [0m
2023-09-20 16:16:47,025:	[1;33m[Coach] >>> TEST  @Epoch: 364  >>> [0m
2023-09-20 16:16:49,103:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.078480 seconds ...[0m
2023-09-20 16:16:51,494:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.311079 seconds ...[0m
2023-09-20 16:16:51,495:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1704*** [0m
2023-09-20 16:16:51,513:	[1;33m[Coach] >>> TRAIN @Epoch: 365  >>>  || LOSS Avg: 5.21351[0m
2023-09-20 16:16:51,513:	[1;33m[Coach] >>> VALID @Epoch: 365  >>>  || HITRATE@1 Avg: 0.0647 || HITRATE@5 Avg: 0.2081 || HITRATE@10 Avg: 0.3123 || NDCG@5 Avg: 0.1369 || NDCG@10 Avg: 0.1704[0m
2023-09-20 16:16:51,513:	[1;33m[Coach] >>> TEST  @Epoch: 365  >>> [0m
2023-09-20 16:16:53,550:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.036804 seconds ...[0m
2023-09-20 16:16:53,630:	[1;33m[Coach] >>> TRAIN @Epoch: 366  >>>  || LOSS Avg: 5.20922[0m
2023-09-20 16:16:53,630:	[1;33m[Coach] >>> VALID @Epoch: 366  >>> [0m
2023-09-20 16:16:53,630:	[1;33m[Coach] >>> TEST  @Epoch: 366  >>> [0m
2023-09-20 16:16:55,691:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.060858 seconds ...[0m
2023-09-20 16:16:55,775:	[1;33m[Coach] >>> TRAIN @Epoch: 367  >>>  || LOSS Avg: 5.21349[0m
2023-09-20 16:16:55,775:	[1;33m[Coach] >>> VALID @Epoch: 367  >>> [0m
2023-09-20 16:16:55,775:	[1;33m[Coach] >>> TEST  @Epoch: 367  >>> [0m
2023-09-20 16:16:57,872:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.096861 seconds ...[0m
2023-09-20 16:16:57,949:	[1;33m[Coach] >>> TRAIN @Epoch: 368  >>>  || LOSS Avg: 5.19934[0m
2023-09-20 16:16:57,949:	[1;33m[Coach] >>> VALID @Epoch: 368  >>> [0m
2023-09-20 16:16:57,950:	[1;33m[Coach] >>> TEST  @Epoch: 368  >>> [0m
2023-09-20 16:17:00,044:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.094413 seconds ...[0m
2023-09-20 16:17:00,123:	[1;33m[Coach] >>> TRAIN @Epoch: 369  >>>  || LOSS Avg: 5.20962[0m
2023-09-20 16:17:00,124:	[1;33m[Coach] >>> VALID @Epoch: 369  >>> [0m
2023-09-20 16:17:00,124:	[1;33m[Coach] >>> TEST  @Epoch: 369  >>> [0m
2023-09-20 16:17:02,235:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.111228 seconds ...[0m
2023-09-20 16:17:04,564:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.251637 seconds ...[0m
2023-09-20 16:17:04,564:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1723*** [0m
2023-09-20 16:17:04,582:	[1;33m[Coach] >>> TRAIN @Epoch: 370  >>>  || LOSS Avg: 5.19759[0m
2023-09-20 16:17:04,582:	[1;33m[Coach] >>> VALID @Epoch: 370  >>>  || HITRATE@1 Avg: 0.0667 || HITRATE@5 Avg: 0.2104 || HITRATE@10 Avg: 0.3127 || NDCG@5 Avg: 0.1393 || NDCG@10 Avg: 0.1723[0m
2023-09-20 16:17:04,582:	[1;33m[Coach] >>> TEST  @Epoch: 370  >>> [0m
2023-09-20 16:17:06,572:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.989161 seconds ...[0m
2023-09-20 16:17:06,650:	[1;33m[Coach] >>> TRAIN @Epoch: 371  >>>  || LOSS Avg: 5.23013[0m
2023-09-20 16:17:06,650:	[1;33m[Coach] >>> VALID @Epoch: 371  >>> [0m
2023-09-20 16:17:06,650:	[1;33m[Coach] >>> TEST  @Epoch: 371  >>> [0m
2023-09-20 16:17:08,746:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.096264 seconds ...[0m
2023-09-20 16:17:08,824:	[1;33m[Coach] >>> TRAIN @Epoch: 372  >>>  || LOSS Avg: 5.22097[0m
2023-09-20 16:17:08,825:	[1;33m[Coach] >>> VALID @Epoch: 372  >>> [0m
2023-09-20 16:17:08,825:	[1;33m[Coach] >>> TEST  @Epoch: 372  >>> [0m
2023-09-20 16:17:10,896:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.070593 seconds ...[0m
2023-09-20 16:17:10,973:	[1;33m[Coach] >>> TRAIN @Epoch: 373  >>>  || LOSS Avg: 5.22772[0m
2023-09-20 16:17:10,973:	[1;33m[Coach] >>> VALID @Epoch: 373  >>> [0m
2023-09-20 16:17:10,973:	[1;33m[Coach] >>> TEST  @Epoch: 373  >>> [0m
2023-09-20 16:17:13,030:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.056514 seconds ...[0m
2023-09-20 16:17:13,108:	[1;33m[Coach] >>> TRAIN @Epoch: 374  >>>  || LOSS Avg: 5.20760[0m
2023-09-20 16:17:13,108:	[1;33m[Coach] >>> VALID @Epoch: 374  >>> [0m
2023-09-20 16:17:13,108:	[1;33m[Coach] >>> TEST  @Epoch: 374  >>> [0m
2023-09-20 16:17:15,224:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.115896 seconds ...[0m
2023-09-20 16:17:17,586:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.280465 seconds ...[0m
2023-09-20 16:17:17,587:	[1;33m[Coach] >>> TRAIN @Epoch: 375  >>>  || LOSS Avg: 5.21779[0m
2023-09-20 16:17:17,587:	[1;33m[Coach] >>> VALID @Epoch: 375  >>>  || HITRATE@1 Avg: 0.0644 || HITRATE@5 Avg: 0.2013 || HITRATE@10 Avg: 0.3065 || NDCG@5 Avg: 0.1342 || NDCG@10 Avg: 0.1681[0m
2023-09-20 16:17:17,587:	[1;33m[Coach] >>> TEST  @Epoch: 375  >>> [0m
2023-09-20 16:17:19,595:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.007550 seconds ...[0m
2023-09-20 16:17:19,685:	[1;33m[Coach] >>> TRAIN @Epoch: 376  >>>  || LOSS Avg: 5.19867[0m
2023-09-20 16:17:19,685:	[1;33m[Coach] >>> VALID @Epoch: 376  >>> [0m
2023-09-20 16:17:19,685:	[1;33m[Coach] >>> TEST  @Epoch: 376  >>> [0m
2023-09-20 16:17:21,705:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.019882 seconds ...[0m
2023-09-20 16:17:21,785:	[1;33m[Coach] >>> TRAIN @Epoch: 377  >>>  || LOSS Avg: 5.18906[0m
2023-09-20 16:17:21,785:	[1;33m[Coach] >>> VALID @Epoch: 377  >>> [0m
2023-09-20 16:17:21,786:	[1;33m[Coach] >>> TEST  @Epoch: 377  >>> [0m
2023-09-20 16:17:23,856:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.070009 seconds ...[0m
2023-09-20 16:17:23,939:	[1;33m[Coach] >>> TRAIN @Epoch: 378  >>>  || LOSS Avg: 5.19803[0m
2023-09-20 16:17:23,940:	[1;33m[Coach] >>> VALID @Epoch: 378  >>> [0m
2023-09-20 16:17:23,940:	[1;33m[Coach] >>> TEST  @Epoch: 378  >>> [0m
2023-09-20 16:17:26,009:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.068473 seconds ...[0m
2023-09-20 16:17:26,087:	[1;33m[Coach] >>> TRAIN @Epoch: 379  >>>  || LOSS Avg: 5.18790[0m
2023-09-20 16:17:26,087:	[1;33m[Coach] >>> VALID @Epoch: 379  >>> [0m
2023-09-20 16:17:26,087:	[1;33m[Coach] >>> TEST  @Epoch: 379  >>> [0m
2023-09-20 16:17:28,177:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.089835 seconds ...[0m
2023-09-20 16:17:30,304:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.040908 seconds ...[0m
2023-09-20 16:17:30,305:	[1;33m[Coach] >>> TRAIN @Epoch: 380  >>>  || LOSS Avg: 5.20195[0m
2023-09-20 16:17:30,305:	[1;33m[Coach] >>> VALID @Epoch: 380  >>>  || HITRATE@1 Avg: 0.0644 || HITRATE@5 Avg: 0.2060 || HITRATE@10 Avg: 0.3096 || NDCG@5 Avg: 0.1361 || NDCG@10 Avg: 0.1694[0m
2023-09-20 16:17:30,305:	[1;33m[Coach] >>> TEST  @Epoch: 380  >>> [0m
2023-09-20 16:17:32,061:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.755716 seconds ...[0m
2023-09-20 16:17:32,121:	[1;33m[Coach] >>> TRAIN @Epoch: 381  >>>  || LOSS Avg: 5.21290[0m
2023-09-20 16:17:32,121:	[1;33m[Coach] >>> VALID @Epoch: 381  >>> [0m
2023-09-20 16:17:32,121:	[1;33m[Coach] >>> TEST  @Epoch: 381  >>> [0m
2023-09-20 16:17:33,939:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.817728 seconds ...[0m
2023-09-20 16:17:34,004:	[1;33m[Coach] >>> TRAIN @Epoch: 382  >>>  || LOSS Avg: 5.22112[0m
2023-09-20 16:17:34,004:	[1;33m[Coach] >>> VALID @Epoch: 382  >>> [0m
2023-09-20 16:17:34,004:	[1;33m[Coach] >>> TEST  @Epoch: 382  >>> [0m
2023-09-20 16:17:35,882:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.877759 seconds ...[0m
2023-09-20 16:17:35,961:	[1;33m[Coach] >>> TRAIN @Epoch: 383  >>>  || LOSS Avg: 5.20117[0m
2023-09-20 16:17:35,961:	[1;33m[Coach] >>> VALID @Epoch: 383  >>> [0m
2023-09-20 16:17:35,961:	[1;33m[Coach] >>> TEST  @Epoch: 383  >>> [0m
2023-09-20 16:17:37,834:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.872827 seconds ...[0m
2023-09-20 16:17:37,907:	[1;33m[Coach] >>> TRAIN @Epoch: 384  >>>  || LOSS Avg: 5.20939[0m
2023-09-20 16:17:37,907:	[1;33m[Coach] >>> VALID @Epoch: 384  >>> [0m
2023-09-20 16:17:37,907:	[1;33m[Coach] >>> TEST  @Epoch: 384  >>> [0m
2023-09-20 16:17:39,796:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.888762 seconds ...[0m
2023-09-20 16:17:41,282:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.424453 seconds ...[0m
2023-09-20 16:17:41,282:	[1;33m[Coach] >>> TRAIN @Epoch: 385  >>>  || LOSS Avg: 5.21175[0m
2023-09-20 16:17:41,283:	[1;33m[Coach] >>> VALID @Epoch: 385  >>>  || HITRATE@1 Avg: 0.0634 || HITRATE@5 Avg: 0.2121 || HITRATE@10 Avg: 0.3136 || NDCG@5 Avg: 0.1384 || NDCG@10 Avg: 0.1710[0m
2023-09-20 16:17:41,283:	[1;33m[Coach] >>> TEST  @Epoch: 385  >>> [0m
2023-09-20 16:17:43,046:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.763015 seconds ...[0m
2023-09-20 16:17:43,106:	[1;33m[Coach] >>> TRAIN @Epoch: 386  >>>  || LOSS Avg: 5.20643[0m
2023-09-20 16:17:43,106:	[1;33m[Coach] >>> VALID @Epoch: 386  >>> [0m
2023-09-20 16:17:43,106:	[1;33m[Coach] >>> TEST  @Epoch: 386  >>> [0m
2023-09-20 16:17:44,981:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.874143 seconds ...[0m
2023-09-20 16:17:45,053:	[1;33m[Coach] >>> TRAIN @Epoch: 387  >>>  || LOSS Avg: 5.19211[0m
2023-09-20 16:17:45,053:	[1;33m[Coach] >>> VALID @Epoch: 387  >>> [0m
2023-09-20 16:17:45,053:	[1;33m[Coach] >>> TEST  @Epoch: 387  >>> [0m
2023-09-20 16:17:46,955:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.901696 seconds ...[0m
2023-09-20 16:17:47,014:	[1;33m[Coach] >>> TRAIN @Epoch: 388  >>>  || LOSS Avg: 5.19887[0m
2023-09-20 16:17:47,014:	[1;33m[Coach] >>> VALID @Epoch: 388  >>> [0m
2023-09-20 16:17:47,014:	[1;33m[Coach] >>> TEST  @Epoch: 388  >>> [0m
2023-09-20 16:17:48,881:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.866976 seconds ...[0m
2023-09-20 16:17:48,939:	[1;33m[Coach] >>> TRAIN @Epoch: 389  >>>  || LOSS Avg: 5.21487[0m
2023-09-20 16:17:48,939:	[1;33m[Coach] >>> VALID @Epoch: 389  >>> [0m
2023-09-20 16:17:48,939:	[1;33m[Coach] >>> TEST  @Epoch: 389  >>> [0m
2023-09-20 16:17:50,933:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.993808 seconds ...[0m
2023-09-20 16:17:53,308:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.292186 seconds ...[0m
2023-09-20 16:17:53,309:	[1;33m[Coach] >>> TRAIN @Epoch: 390  >>>  || LOSS Avg: 5.18381[0m
2023-09-20 16:17:53,309:	[1;33m[Coach] >>> VALID @Epoch: 390  >>>  || HITRATE@1 Avg: 0.0662 || HITRATE@5 Avg: 0.2108 || HITRATE@10 Avg: 0.3093 || NDCG@5 Avg: 0.1391 || NDCG@10 Avg: 0.1708[0m
2023-09-20 16:17:53,309:	[1;33m[Coach] >>> TEST  @Epoch: 390  >>> [0m
2023-09-20 16:17:55,301:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.991629 seconds ...[0m
2023-09-20 16:17:55,382:	[1;33m[Coach] >>> TRAIN @Epoch: 391  >>>  || LOSS Avg: 5.18647[0m
2023-09-20 16:17:55,383:	[1;33m[Coach] >>> VALID @Epoch: 391  >>> [0m
2023-09-20 16:17:55,383:	[1;33m[Coach] >>> TEST  @Epoch: 391  >>> [0m
2023-09-20 16:17:57,474:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.091444 seconds ...[0m
2023-09-20 16:17:57,556:	[1;33m[Coach] >>> TRAIN @Epoch: 392  >>>  || LOSS Avg: 5.20693[0m
2023-09-20 16:17:57,557:	[1;33m[Coach] >>> VALID @Epoch: 392  >>> [0m
2023-09-20 16:17:57,557:	[1;33m[Coach] >>> TEST  @Epoch: 392  >>> [0m
2023-09-20 16:17:59,628:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.071068 seconds ...[0m
2023-09-20 16:17:59,711:	[1;33m[Coach] >>> TRAIN @Epoch: 393  >>>  || LOSS Avg: 5.18654[0m
2023-09-20 16:17:59,711:	[1;33m[Coach] >>> VALID @Epoch: 393  >>> [0m
2023-09-20 16:17:59,711:	[1;33m[Coach] >>> TEST  @Epoch: 393  >>> [0m
2023-09-20 16:18:01,833:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.121326 seconds ...[0m
2023-09-20 16:18:01,913:	[1;33m[Coach] >>> TRAIN @Epoch: 394  >>>  || LOSS Avg: 5.20128[0m
2023-09-20 16:18:01,913:	[1;33m[Coach] >>> VALID @Epoch: 394  >>> [0m
2023-09-20 16:18:01,913:	[1;33m[Coach] >>> TEST  @Epoch: 394  >>> [0m
2023-09-20 16:18:03,999:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.085422 seconds ...[0m
2023-09-20 16:18:06,436:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.356528 seconds ...[0m
2023-09-20 16:18:06,437:	[1;33m[Coach] >>> TRAIN @Epoch: 395  >>>  || LOSS Avg: 5.19406[0m
2023-09-20 16:18:06,437:	[1;33m[Coach] >>> VALID @Epoch: 395  >>>  || HITRATE@1 Avg: 0.0662 || HITRATE@5 Avg: 0.2116 || HITRATE@10 Avg: 0.3126 || NDCG@5 Avg: 0.1397 || NDCG@10 Avg: 0.1721[0m
2023-09-20 16:18:06,438:	[1;33m[Coach] >>> TEST  @Epoch: 395  >>> [0m
2023-09-20 16:18:08,350:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.912512 seconds ...[0m
2023-09-20 16:18:08,439:	[1;33m[Coach] >>> TRAIN @Epoch: 396  >>>  || LOSS Avg: 5.20702[0m
2023-09-20 16:18:08,439:	[1;33m[Coach] >>> VALID @Epoch: 396  >>> [0m
2023-09-20 16:18:08,439:	[1;33m[Coach] >>> TEST  @Epoch: 396  >>> [0m
2023-09-20 16:18:10,415:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.975326 seconds ...[0m
2023-09-20 16:18:10,499:	[1;33m[Coach] >>> TRAIN @Epoch: 397  >>>  || LOSS Avg: 5.21020[0m
2023-09-20 16:18:10,499:	[1;33m[Coach] >>> VALID @Epoch: 397  >>> [0m
2023-09-20 16:18:10,499:	[1;33m[Coach] >>> TEST  @Epoch: 397  >>> [0m
2023-09-20 16:18:12,573:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.073865 seconds ...[0m
2023-09-20 16:18:12,656:	[1;33m[Coach] >>> TRAIN @Epoch: 398  >>>  || LOSS Avg: 5.20546[0m
2023-09-20 16:18:12,656:	[1;33m[Coach] >>> VALID @Epoch: 398  >>> [0m
2023-09-20 16:18:12,657:	[1;33m[Coach] >>> TEST  @Epoch: 398  >>> [0m
2023-09-20 16:18:14,788:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.130731 seconds ...[0m
2023-09-20 16:18:14,872:	[1;33m[Coach] >>> TRAIN @Epoch: 399  >>>  || LOSS Avg: 5.18554[0m
2023-09-20 16:18:14,873:	[1;33m[Coach] >>> VALID @Epoch: 399  >>> [0m
2023-09-20 16:18:14,873:	[1;33m[Coach] >>> TEST  @Epoch: 399  >>> [0m
2023-09-20 16:18:17,030:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.156781 seconds ...[0m
2023-09-20 16:18:19,389:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.274797 seconds ...[0m
2023-09-20 16:18:19,389:	[1;33m[Coach] >>> TRAIN @Epoch: 400  >>>  || LOSS Avg: 5.21487[0m
2023-09-20 16:18:19,390:	[1;33m[Coach] >>> VALID @Epoch: 400  >>>  || HITRATE@1 Avg: 0.0656 || HITRATE@5 Avg: 0.2063 || HITRATE@10 Avg: 0.3131 || NDCG@5 Avg: 0.1366 || NDCG@10 Avg: 0.1710[0m
2023-09-20 16:18:19,390:	[1;33m[Coach] >>> TEST  @Epoch: 400  >>> [0m
2023-09-20 16:18:21,347:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.957515 seconds ...[0m
2023-09-20 16:18:21,398:	[1;33m[Coach] >>> TRAIN @Epoch: 401  >>>  || LOSS Avg: 5.18796[0m
2023-09-20 16:18:21,399:	[1;33m[Coach] >>> VALID @Epoch: 401  >>> [0m
2023-09-20 16:18:21,399:	[1;33m[Coach] >>> TEST  @Epoch: 401  >>> [0m
2023-09-20 16:18:23,169:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.769526 seconds ...[0m
2023-09-20 16:18:23,223:	[1;33m[Coach] >>> TRAIN @Epoch: 402  >>>  || LOSS Avg: 5.19383[0m
2023-09-20 16:18:23,223:	[1;33m[Coach] >>> VALID @Epoch: 402  >>> [0m
2023-09-20 16:18:23,223:	[1;33m[Coach] >>> TEST  @Epoch: 402  >>> [0m
2023-09-20 16:18:25,062:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.838789 seconds ...[0m
2023-09-20 16:18:25,122:	[1;33m[Coach] >>> TRAIN @Epoch: 403  >>>  || LOSS Avg: 5.21203[0m
2023-09-20 16:18:25,123:	[1;33m[Coach] >>> VALID @Epoch: 403  >>> [0m
2023-09-20 16:18:25,123:	[1;33m[Coach] >>> TEST  @Epoch: 403  >>> [0m
2023-09-20 16:18:27,014:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.890698 seconds ...[0m
2023-09-20 16:18:27,078:	[1;33m[Coach] >>> TRAIN @Epoch: 404  >>>  || LOSS Avg: 5.19528[0m
2023-09-20 16:18:27,078:	[1;33m[Coach] >>> VALID @Epoch: 404  >>> [0m
2023-09-20 16:18:27,078:	[1;33m[Coach] >>> TEST  @Epoch: 404  >>> [0m
2023-09-20 16:18:28,982:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.903470 seconds ...[0m
2023-09-20 16:18:30,386:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.343419 seconds ...[0m
2023-09-20 16:18:30,387:	[1;33m[Coach] >>> TRAIN @Epoch: 405  >>>  || LOSS Avg: 5.20148[0m
2023-09-20 16:18:30,387:	[1;33m[Coach] >>> VALID @Epoch: 405  >>>  || HITRATE@1 Avg: 0.0629 || HITRATE@5 Avg: 0.2058 || HITRATE@10 Avg: 0.3089 || NDCG@5 Avg: 0.1357 || NDCG@10 Avg: 0.1689[0m
2023-09-20 16:18:30,387:	[1;33m[Coach] >>> TEST  @Epoch: 405  >>> [0m
2023-09-20 16:18:32,264:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.876722 seconds ...[0m
2023-09-20 16:18:32,328:	[1;33m[Coach] >>> TRAIN @Epoch: 406  >>>  || LOSS Avg: 5.21045[0m
2023-09-20 16:18:32,328:	[1;33m[Coach] >>> VALID @Epoch: 406  >>> [0m
2023-09-20 16:18:32,328:	[1;33m[Coach] >>> TEST  @Epoch: 406  >>> [0m
2023-09-20 16:18:34,241:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.912627 seconds ...[0m
2023-09-20 16:18:34,306:	[1;33m[Coach] >>> TRAIN @Epoch: 407  >>>  || LOSS Avg: 5.19586[0m
2023-09-20 16:18:34,306:	[1;33m[Coach] >>> VALID @Epoch: 407  >>> [0m
2023-09-20 16:18:34,306:	[1;33m[Coach] >>> TEST  @Epoch: 407  >>> [0m
2023-09-20 16:18:36,211:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.904585 seconds ...[0m
2023-09-20 16:18:36,271:	[1;33m[Coach] >>> TRAIN @Epoch: 408  >>>  || LOSS Avg: 5.19946[0m
2023-09-20 16:18:36,271:	[1;33m[Coach] >>> VALID @Epoch: 408  >>> [0m
2023-09-20 16:18:36,271:	[1;33m[Coach] >>> TEST  @Epoch: 408  >>> [0m
2023-09-20 16:18:38,154:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.882970 seconds ...[0m
2023-09-20 16:18:38,218:	[1;33m[Coach] >>> TRAIN @Epoch: 409  >>>  || LOSS Avg: 5.19140[0m
2023-09-20 16:18:38,218:	[1;33m[Coach] >>> VALID @Epoch: 409  >>> [0m
2023-09-20 16:18:38,218:	[1;33m[Coach] >>> TEST  @Epoch: 409  >>> [0m
2023-09-20 16:18:40,154:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.935251 seconds ...[0m
2023-09-20 16:18:41,671:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.452006 seconds ...[0m
2023-09-20 16:18:41,672:	[1;33m[Coach] >>> TRAIN @Epoch: 410  >>>  || LOSS Avg: 5.19806[0m
2023-09-20 16:18:41,672:	[1;33m[Coach] >>> VALID @Epoch: 410  >>>  || HITRATE@1 Avg: 0.0677 || HITRATE@5 Avg: 0.2061 || HITRATE@10 Avg: 0.3084 || NDCG@5 Avg: 0.1381 || NDCG@10 Avg: 0.1711[0m
2023-09-20 16:18:41,672:	[1;33m[Coach] >>> TEST  @Epoch: 410  >>> [0m
2023-09-20 16:18:43,591:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.919281 seconds ...[0m
2023-09-20 16:18:43,674:	[1;33m[Coach] >>> TRAIN @Epoch: 411  >>>  || LOSS Avg: 5.20953[0m
2023-09-20 16:18:43,674:	[1;33m[Coach] >>> VALID @Epoch: 411  >>> [0m
2023-09-20 16:18:43,674:	[1;33m[Coach] >>> TEST  @Epoch: 411  >>> [0m
2023-09-20 16:18:45,830:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.155973 seconds ...[0m
2023-09-20 16:18:45,908:	[1;33m[Coach] >>> TRAIN @Epoch: 412  >>>  || LOSS Avg: 5.20202[0m
2023-09-20 16:18:45,908:	[1;33m[Coach] >>> VALID @Epoch: 412  >>> [0m
2023-09-20 16:18:45,908:	[1;33m[Coach] >>> TEST  @Epoch: 412  >>> [0m
2023-09-20 16:18:48,029:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.120977 seconds ...[0m
2023-09-20 16:18:48,114:	[1;33m[Coach] >>> TRAIN @Epoch: 413  >>>  || LOSS Avg: 5.19867[0m
2023-09-20 16:18:48,114:	[1;33m[Coach] >>> VALID @Epoch: 413  >>> [0m
2023-09-20 16:18:48,114:	[1;33m[Coach] >>> TEST  @Epoch: 413  >>> [0m
2023-09-20 16:18:50,163:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.048290 seconds ...[0m
2023-09-20 16:18:50,244:	[1;33m[Coach] >>> TRAIN @Epoch: 414  >>>  || LOSS Avg: 5.20946[0m
2023-09-20 16:18:50,244:	[1;33m[Coach] >>> VALID @Epoch: 414  >>> [0m
2023-09-20 16:18:50,244:	[1;33m[Coach] >>> TEST  @Epoch: 414  >>> [0m
2023-09-20 16:18:52,315:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.070928 seconds ...[0m
2023-09-20 16:18:54,592:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.194635 seconds ...[0m
2023-09-20 16:18:54,592:	[1;33m[Coach] >>> TRAIN @Epoch: 415  >>>  || LOSS Avg: 5.18904[0m
2023-09-20 16:18:54,592:	[1;33m[Coach] >>> VALID @Epoch: 415  >>>  || HITRATE@1 Avg: 0.0642 || HITRATE@5 Avg: 0.2126 || HITRATE@10 Avg: 0.3081 || NDCG@5 Avg: 0.1396 || NDCG@10 Avg: 0.1703[0m
2023-09-20 16:18:54,592:	[1;33m[Coach] >>> TEST  @Epoch: 415  >>> [0m
2023-09-20 16:18:56,568:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.975255 seconds ...[0m
2023-09-20 16:18:56,647:	[1;33m[Coach] >>> TRAIN @Epoch: 416  >>>  || LOSS Avg: 5.19218[0m
2023-09-20 16:18:56,648:	[1;33m[Coach] >>> VALID @Epoch: 416  >>> [0m
2023-09-20 16:18:56,648:	[1;33m[Coach] >>> TEST  @Epoch: 416  >>> [0m
2023-09-20 16:18:58,718:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.069856 seconds ...[0m
2023-09-20 16:18:58,799:	[1;33m[Coach] >>> TRAIN @Epoch: 417  >>>  || LOSS Avg: 5.18659[0m
2023-09-20 16:18:58,800:	[1;33m[Coach] >>> VALID @Epoch: 417  >>> [0m
2023-09-20 16:18:58,800:	[1;33m[Coach] >>> TEST  @Epoch: 417  >>> [0m
2023-09-20 16:19:00,932:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.132082 seconds ...[0m
2023-09-20 16:19:01,012:	[1;33m[Coach] >>> TRAIN @Epoch: 418  >>>  || LOSS Avg: 5.19748[0m
2023-09-20 16:19:01,013:	[1;33m[Coach] >>> VALID @Epoch: 418  >>> [0m
2023-09-20 16:19:01,013:	[1;33m[Coach] >>> TEST  @Epoch: 418  >>> [0m
2023-09-20 16:19:03,137:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.124334 seconds ...[0m
2023-09-20 16:19:03,223:	[1;33m[Coach] >>> TRAIN @Epoch: 419  >>>  || LOSS Avg: 5.19524[0m
2023-09-20 16:19:03,224:	[1;33m[Coach] >>> VALID @Epoch: 419  >>> [0m
2023-09-20 16:19:03,224:	[1;33m[Coach] >>> TEST  @Epoch: 419  >>> [0m
2023-09-20 16:19:05,314:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.090379 seconds ...[0m
2023-09-20 16:19:07,597:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.202249 seconds ...[0m
2023-09-20 16:19:07,597:	[1;33m[Coach] >>> TRAIN @Epoch: 420  >>>  || LOSS Avg: 5.18729[0m
2023-09-20 16:19:07,598:	[1;33m[Coach] >>> VALID @Epoch: 420  >>>  || HITRATE@1 Avg: 0.0677 || HITRATE@5 Avg: 0.2061 || HITRATE@10 Avg: 0.3084 || NDCG@5 Avg: 0.1375 || NDCG@10 Avg: 0.1705[0m
2023-09-20 16:19:07,598:	[1;33m[Coach] >>> TEST  @Epoch: 420  >>> [0m
2023-09-20 16:19:09,637:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.039146 seconds ...[0m
2023-09-20 16:19:09,719:	[1;33m[Coach] >>> TRAIN @Epoch: 421  >>>  || LOSS Avg: 5.19697[0m
2023-09-20 16:19:09,720:	[1;33m[Coach] >>> VALID @Epoch: 421  >>> [0m
2023-09-20 16:19:09,720:	[1;33m[Coach] >>> TEST  @Epoch: 421  >>> [0m
2023-09-20 16:19:11,747:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.027022 seconds ...[0m
2023-09-20 16:19:11,829:	[1;33m[Coach] >>> TRAIN @Epoch: 422  >>>  || LOSS Avg: 5.21111[0m
2023-09-20 16:19:11,829:	[1;33m[Coach] >>> VALID @Epoch: 422  >>> [0m
2023-09-20 16:19:11,829:	[1;33m[Coach] >>> TEST  @Epoch: 422  >>> [0m
2023-09-20 16:19:13,809:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.979661 seconds ...[0m
2023-09-20 16:19:13,865:	[1;33m[Coach] >>> TRAIN @Epoch: 423  >>>  || LOSS Avg: 5.18642[0m
2023-09-20 16:19:13,865:	[1;33m[Coach] >>> VALID @Epoch: 423  >>> [0m
2023-09-20 16:19:13,865:	[1;33m[Coach] >>> TEST  @Epoch: 423  >>> [0m
2023-09-20 16:19:15,673:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.808531 seconds ...[0m
2023-09-20 16:19:15,736:	[1;33m[Coach] >>> TRAIN @Epoch: 424  >>>  || LOSS Avg: 5.17764[0m
2023-09-20 16:19:15,736:	[1;33m[Coach] >>> VALID @Epoch: 424  >>> [0m
2023-09-20 16:19:15,736:	[1;33m[Coach] >>> TEST  @Epoch: 424  >>> [0m
2023-09-20 16:19:17,609:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.872546 seconds ...[0m
2023-09-20 16:19:19,116:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.440176 seconds ...[0m
2023-09-20 16:19:19,116:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1733*** [0m
2023-09-20 16:19:19,130:	[1;33m[Coach] >>> TRAIN @Epoch: 425  >>>  || LOSS Avg: 5.19043[0m
2023-09-20 16:19:19,130:	[1;33m[Coach] >>> VALID @Epoch: 425  >>>  || HITRATE@1 Avg: 0.0712 || HITRATE@5 Avg: 0.2088 || HITRATE@10 Avg: 0.3086 || NDCG@5 Avg: 0.1411 || NDCG@10 Avg: 0.1733[0m
2023-09-20 16:19:19,130:	[1;33m[Coach] >>> TEST  @Epoch: 425  >>> [0m
2023-09-20 16:19:20,975:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.845330 seconds ...[0m
2023-09-20 16:19:21,043:	[1;33m[Coach] >>> TRAIN @Epoch: 426  >>>  || LOSS Avg: 5.18429[0m
2023-09-20 16:19:21,043:	[1;33m[Coach] >>> VALID @Epoch: 426  >>> [0m
2023-09-20 16:19:21,043:	[1;33m[Coach] >>> TEST  @Epoch: 426  >>> [0m
2023-09-20 16:19:22,984:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.940805 seconds ...[0m
2023-09-20 16:19:23,057:	[1;33m[Coach] >>> TRAIN @Epoch: 427  >>>  || LOSS Avg: 5.18109[0m
2023-09-20 16:19:23,057:	[1;33m[Coach] >>> VALID @Epoch: 427  >>> [0m
2023-09-20 16:19:23,057:	[1;33m[Coach] >>> TEST  @Epoch: 427  >>> [0m
2023-09-20 16:19:24,981:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.922928 seconds ...[0m
2023-09-20 16:19:25,040:	[1;33m[Coach] >>> TRAIN @Epoch: 428  >>>  || LOSS Avg: 5.18366[0m
2023-09-20 16:19:25,040:	[1;33m[Coach] >>> VALID @Epoch: 428  >>> [0m
2023-09-20 16:19:25,040:	[1;33m[Coach] >>> TEST  @Epoch: 428  >>> [0m
2023-09-20 16:19:26,936:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.894940 seconds ...[0m
2023-09-20 16:19:27,009:	[1;33m[Coach] >>> TRAIN @Epoch: 429  >>>  || LOSS Avg: 5.18391[0m
2023-09-20 16:19:27,009:	[1;33m[Coach] >>> VALID @Epoch: 429  >>> [0m
2023-09-20 16:19:27,010:	[1;33m[Coach] >>> TEST  @Epoch: 429  >>> [0m
2023-09-20 16:19:28,937:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.927617 seconds ...[0m
2023-09-20 16:19:30,372:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.375004 seconds ...[0m
2023-09-20 16:19:30,372:	[1;33m[Coach] >>> TRAIN @Epoch: 430  >>>  || LOSS Avg: 5.18641[0m
2023-09-20 16:19:30,372:	[1;33m[Coach] >>> VALID @Epoch: 430  >>>  || HITRATE@1 Avg: 0.0679 || HITRATE@5 Avg: 0.2093 || HITRATE@10 Avg: 0.3162 || NDCG@5 Avg: 0.1385 || NDCG@10 Avg: 0.1728[0m
2023-09-20 16:19:30,372:	[1;33m[Coach] >>> TEST  @Epoch: 430  >>> [0m
2023-09-20 16:19:32,183:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.810509 seconds ...[0m
2023-09-20 16:19:32,250:	[1;33m[Coach] >>> TRAIN @Epoch: 431  >>>  || LOSS Avg: 5.19446[0m
2023-09-20 16:19:32,250:	[1;33m[Coach] >>> VALID @Epoch: 431  >>> [0m
2023-09-20 16:19:32,250:	[1;33m[Coach] >>> TEST  @Epoch: 431  >>> [0m
2023-09-20 16:19:34,140:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.890123 seconds ...[0m
2023-09-20 16:19:34,202:	[1;33m[Coach] >>> TRAIN @Epoch: 432  >>>  || LOSS Avg: 5.19664[0m
2023-09-20 16:19:34,202:	[1;33m[Coach] >>> VALID @Epoch: 432  >>> [0m
2023-09-20 16:19:34,202:	[1;33m[Coach] >>> TEST  @Epoch: 432  >>> [0m
2023-09-20 16:19:36,071:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.869133 seconds ...[0m
2023-09-20 16:19:36,134:	[1;33m[Coach] >>> TRAIN @Epoch: 433  >>>  || LOSS Avg: 5.18306[0m
2023-09-20 16:19:36,134:	[1;33m[Coach] >>> VALID @Epoch: 433  >>> [0m
2023-09-20 16:19:36,134:	[1;33m[Coach] >>> TEST  @Epoch: 433  >>> [0m
2023-09-20 16:19:38,038:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.903912 seconds ...[0m
2023-09-20 16:19:38,101:	[1;33m[Coach] >>> TRAIN @Epoch: 434  >>>  || LOSS Avg: 5.19712[0m
2023-09-20 16:19:38,101:	[1;33m[Coach] >>> VALID @Epoch: 434  >>> [0m
2023-09-20 16:19:38,101:	[1;33m[Coach] >>> TEST  @Epoch: 434  >>> [0m
2023-09-20 16:19:39,994:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.892580 seconds ...[0m
2023-09-20 16:19:41,380:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.323715 seconds ...[0m
2023-09-20 16:19:41,380:	[1;33m[Coach] >>> TRAIN @Epoch: 435  >>>  || LOSS Avg: 5.18941[0m
2023-09-20 16:19:41,380:	[1;33m[Coach] >>> VALID @Epoch: 435  >>>  || HITRATE@1 Avg: 0.0679 || HITRATE@5 Avg: 0.2079 || HITRATE@10 Avg: 0.3116 || NDCG@5 Avg: 0.1382 || NDCG@10 Avg: 0.1716[0m
2023-09-20 16:19:41,381:	[1;33m[Coach] >>> TEST  @Epoch: 435  >>> [0m
2023-09-20 16:19:43,237:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.856424 seconds ...[0m
2023-09-20 16:19:43,296:	[1;33m[Coach] >>> TRAIN @Epoch: 436  >>>  || LOSS Avg: 5.16386[0m
2023-09-20 16:19:43,296:	[1;33m[Coach] >>> VALID @Epoch: 436  >>> [0m
2023-09-20 16:19:43,296:	[1;33m[Coach] >>> TEST  @Epoch: 436  >>> [0m
2023-09-20 16:19:45,246:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.949177 seconds ...[0m
2023-09-20 16:19:45,323:	[1;33m[Coach] >>> TRAIN @Epoch: 437  >>>  || LOSS Avg: 5.20000[0m
2023-09-20 16:19:45,323:	[1;33m[Coach] >>> VALID @Epoch: 437  >>> [0m
2023-09-20 16:19:45,323:	[1;33m[Coach] >>> TEST  @Epoch: 437  >>> [0m
2023-09-20 16:19:47,376:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.052373 seconds ...[0m
2023-09-20 16:19:47,452:	[1;33m[Coach] >>> TRAIN @Epoch: 438  >>>  || LOSS Avg: 5.17766[0m
2023-09-20 16:19:47,452:	[1;33m[Coach] >>> VALID @Epoch: 438  >>> [0m
2023-09-20 16:19:47,452:	[1;33m[Coach] >>> TEST  @Epoch: 438  >>> [0m
2023-09-20 16:19:49,566:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.113476 seconds ...[0m
2023-09-20 16:19:49,643:	[1;33m[Coach] >>> TRAIN @Epoch: 439  >>>  || LOSS Avg: 5.18973[0m
2023-09-20 16:19:49,643:	[1;33m[Coach] >>> VALID @Epoch: 439  >>> [0m
2023-09-20 16:19:49,643:	[1;33m[Coach] >>> TEST  @Epoch: 439  >>> [0m
2023-09-20 16:19:51,793:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.149686 seconds ...[0m
2023-09-20 16:19:54,117:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.242777 seconds ...[0m
2023-09-20 16:19:54,117:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1743*** [0m
2023-09-20 16:19:54,136:	[1;33m[Coach] >>> TRAIN @Epoch: 440  >>>  || LOSS Avg: 5.17801[0m
2023-09-20 16:19:54,136:	[1;33m[Coach] >>> VALID @Epoch: 440  >>>  || HITRATE@1 Avg: 0.0700 || HITRATE@5 Avg: 0.2114 || HITRATE@10 Avg: 0.3134 || NDCG@5 Avg: 0.1414 || NDCG@10 Avg: 0.1743[0m
2023-09-20 16:19:54,136:	[1;33m[Coach] >>> TEST  @Epoch: 440  >>> [0m
2023-09-20 16:19:56,141:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.004793 seconds ...[0m
2023-09-20 16:19:56,223:	[1;33m[Coach] >>> TRAIN @Epoch: 441  >>>  || LOSS Avg: 5.17468[0m
2023-09-20 16:19:56,223:	[1;33m[Coach] >>> VALID @Epoch: 441  >>> [0m
2023-09-20 16:19:56,223:	[1;33m[Coach] >>> TEST  @Epoch: 441  >>> [0m
2023-09-20 16:19:58,244:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.020509 seconds ...[0m
2023-09-20 16:19:58,326:	[1;33m[Coach] >>> TRAIN @Epoch: 442  >>>  || LOSS Avg: 5.19431[0m
2023-09-20 16:19:58,326:	[1;33m[Coach] >>> VALID @Epoch: 442  >>> [0m
2023-09-20 16:19:58,326:	[1;33m[Coach] >>> TEST  @Epoch: 442  >>> [0m
2023-09-20 16:20:00,392:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.065686 seconds ...[0m
2023-09-20 16:20:00,473:	[1;33m[Coach] >>> TRAIN @Epoch: 443  >>>  || LOSS Avg: 5.19517[0m
2023-09-20 16:20:00,474:	[1;33m[Coach] >>> VALID @Epoch: 443  >>> [0m
2023-09-20 16:20:00,474:	[1;33m[Coach] >>> TEST  @Epoch: 443  >>> [0m
2023-09-20 16:20:02,584:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.110373 seconds ...[0m
2023-09-20 16:20:02,666:	[1;33m[Coach] >>> TRAIN @Epoch: 444  >>>  || LOSS Avg: 5.17845[0m
2023-09-20 16:20:02,667:	[1;33m[Coach] >>> VALID @Epoch: 444  >>> [0m
2023-09-20 16:20:02,667:	[1;33m[Coach] >>> TEST  @Epoch: 444  >>> [0m
2023-09-20 16:20:04,769:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.101629 seconds ...[0m
2023-09-20 16:20:07,112:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.265144 seconds ...[0m
2023-09-20 16:20:07,113:	[1;33m[Coach] >>> TRAIN @Epoch: 445  >>>  || LOSS Avg: 5.19094[0m
2023-09-20 16:20:07,113:	[1;33m[Coach] >>> VALID @Epoch: 445  >>>  || HITRATE@1 Avg: 0.0667 || HITRATE@5 Avg: 0.2076 || HITRATE@10 Avg: 0.3071 || NDCG@5 Avg: 0.1385 || NDCG@10 Avg: 0.1705[0m
2023-09-20 16:20:07,114:	[1;33m[Coach] >>> TEST  @Epoch: 445  >>> [0m
2023-09-20 16:20:09,089:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.975522 seconds ...[0m
2023-09-20 16:20:09,168:	[1;33m[Coach] >>> TRAIN @Epoch: 446  >>>  || LOSS Avg: 5.16732[0m
2023-09-20 16:20:09,169:	[1;33m[Coach] >>> VALID @Epoch: 446  >>> [0m
2023-09-20 16:20:09,169:	[1;33m[Coach] >>> TEST  @Epoch: 446  >>> [0m
2023-09-20 16:20:11,225:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.055513 seconds ...[0m
2023-09-20 16:20:11,303:	[1;33m[Coach] >>> TRAIN @Epoch: 447  >>>  || LOSS Avg: 5.17361[0m
2023-09-20 16:20:11,304:	[1;33m[Coach] >>> VALID @Epoch: 447  >>> [0m
2023-09-20 16:20:11,304:	[1;33m[Coach] >>> TEST  @Epoch: 447  >>> [0m
2023-09-20 16:20:13,368:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.064496 seconds ...[0m
2023-09-20 16:20:13,445:	[1;33m[Coach] >>> TRAIN @Epoch: 448  >>>  || LOSS Avg: 5.17439[0m
2023-09-20 16:20:13,446:	[1;33m[Coach] >>> VALID @Epoch: 448  >>> [0m
2023-09-20 16:20:13,446:	[1;33m[Coach] >>> TEST  @Epoch: 448  >>> [0m
2023-09-20 16:20:15,542:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.096416 seconds ...[0m
2023-09-20 16:20:15,627:	[1;33m[Coach] >>> TRAIN @Epoch: 449  >>>  || LOSS Avg: 5.17528[0m
2023-09-20 16:20:15,628:	[1;33m[Coach] >>> VALID @Epoch: 449  >>> [0m
2023-09-20 16:20:15,628:	[1;33m[Coach] >>> TEST  @Epoch: 449  >>> [0m
2023-09-20 16:20:17,759:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.130648 seconds ...[0m
2023-09-20 16:20:20,144:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.306683 seconds ...[0m
2023-09-20 16:20:20,145:	[1;33m[Coach] >>> TRAIN @Epoch: 450  >>>  || LOSS Avg: 5.19316[0m
2023-09-20 16:20:20,145:	[1;33m[Coach] >>> VALID @Epoch: 450  >>>  || HITRATE@1 Avg: 0.0626 || HITRATE@5 Avg: 0.2088 || HITRATE@10 Avg: 0.3086 || NDCG@5 Avg: 0.1369 || NDCG@10 Avg: 0.1689[0m
2023-09-20 16:20:20,145:	[1;33m[Coach] >>> TEST  @Epoch: 450  >>> [0m
2023-09-20 16:20:22,153:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.007927 seconds ...[0m
2023-09-20 16:20:22,239:	[1;33m[Coach] >>> TRAIN @Epoch: 451  >>>  || LOSS Avg: 5.19451[0m
2023-09-20 16:20:22,239:	[1;33m[Coach] >>> VALID @Epoch: 451  >>> [0m
2023-09-20 16:20:22,239:	[1;33m[Coach] >>> TEST  @Epoch: 451  >>> [0m
2023-09-20 16:20:24,221:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.982006 seconds ...[0m
2023-09-20 16:20:24,307:	[1;33m[Coach] >>> TRAIN @Epoch: 452  >>>  || LOSS Avg: 5.16108[0m
2023-09-20 16:20:24,308:	[1;33m[Coach] >>> VALID @Epoch: 452  >>> [0m
2023-09-20 16:20:24,308:	[1;33m[Coach] >>> TEST  @Epoch: 452  >>> [0m
2023-09-20 16:20:26,382:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.074229 seconds ...[0m
2023-09-20 16:20:26,460:	[1;33m[Coach] >>> TRAIN @Epoch: 453  >>>  || LOSS Avg: 5.18227[0m
2023-09-20 16:20:26,460:	[1;33m[Coach] >>> VALID @Epoch: 453  >>> [0m
2023-09-20 16:20:26,460:	[1;33m[Coach] >>> TEST  @Epoch: 453  >>> [0m
2023-09-20 16:20:28,520:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.059345 seconds ...[0m
2023-09-20 16:20:28,601:	[1;33m[Coach] >>> TRAIN @Epoch: 454  >>>  || LOSS Avg: 5.16012[0m
2023-09-20 16:20:28,601:	[1;33m[Coach] >>> VALID @Epoch: 454  >>> [0m
2023-09-20 16:20:28,601:	[1;33m[Coach] >>> TEST  @Epoch: 454  >>> [0m
2023-09-20 16:20:30,662:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.060362 seconds ...[0m
2023-09-20 16:20:33,129:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.386555 seconds ...[0m
2023-09-20 16:20:33,130:	[1;33m[Coach] >>> TRAIN @Epoch: 455  >>>  || LOSS Avg: 5.18624[0m
2023-09-20 16:20:33,130:	[1;33m[Coach] >>> VALID @Epoch: 455  >>>  || HITRATE@1 Avg: 0.0652 || HITRATE@5 Avg: 0.2068 || HITRATE@10 Avg: 0.3046 || NDCG@5 Avg: 0.1370 || NDCG@10 Avg: 0.1687[0m
2023-09-20 16:20:33,130:	[1;33m[Coach] >>> TEST  @Epoch: 455  >>> [0m
2023-09-20 16:20:35,112:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.981155 seconds ...[0m
2023-09-20 16:20:35,192:	[1;33m[Coach] >>> TRAIN @Epoch: 456  >>>  || LOSS Avg: 5.18540[0m
2023-09-20 16:20:35,193:	[1;33m[Coach] >>> VALID @Epoch: 456  >>> [0m
2023-09-20 16:20:35,193:	[1;33m[Coach] >>> TEST  @Epoch: 456  >>> [0m
2023-09-20 16:20:37,240:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.047451 seconds ...[0m
2023-09-20 16:20:37,330:	[1;33m[Coach] >>> TRAIN @Epoch: 457  >>>  || LOSS Avg: 5.17778[0m
2023-09-20 16:20:37,331:	[1;33m[Coach] >>> VALID @Epoch: 457  >>> [0m
2023-09-20 16:20:37,331:	[1;33m[Coach] >>> TEST  @Epoch: 457  >>> [0m
2023-09-20 16:20:39,380:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.048386 seconds ...[0m
2023-09-20 16:20:39,467:	[1;33m[Coach] >>> TRAIN @Epoch: 458  >>>  || LOSS Avg: 5.16476[0m
2023-09-20 16:20:39,467:	[1;33m[Coach] >>> VALID @Epoch: 458  >>> [0m
2023-09-20 16:20:39,467:	[1;33m[Coach] >>> TEST  @Epoch: 458  >>> [0m
2023-09-20 16:20:41,544:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.076026 seconds ...[0m
2023-09-20 16:20:41,631:	[1;33m[Coach] >>> TRAIN @Epoch: 459  >>>  || LOSS Avg: 5.19968[0m
2023-09-20 16:20:41,631:	[1;33m[Coach] >>> VALID @Epoch: 459  >>> [0m
2023-09-20 16:20:41,631:	[1;33m[Coach] >>> TEST  @Epoch: 459  >>> [0m
2023-09-20 16:20:43,689:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.057538 seconds ...[0m
2023-09-20 16:20:46,101:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.322439 seconds ...[0m
2023-09-20 16:20:46,102:	[1;33m[Coach] >>> TRAIN @Epoch: 460  >>>  || LOSS Avg: 5.16212[0m
2023-09-20 16:20:46,102:	[1;33m[Coach] >>> VALID @Epoch: 460  >>>  || HITRATE@1 Avg: 0.0641 || HITRATE@5 Avg: 0.2066 || HITRATE@10 Avg: 0.3104 || NDCG@5 Avg: 0.1365 || NDCG@10 Avg: 0.1699[0m
2023-09-20 16:20:46,102:	[1;33m[Coach] >>> TEST  @Epoch: 460  >>> [0m
2023-09-20 16:20:48,069:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.966868 seconds ...[0m
2023-09-20 16:20:48,149:	[1;33m[Coach] >>> TRAIN @Epoch: 461  >>>  || LOSS Avg: 5.18962[0m
2023-09-20 16:20:48,149:	[1;33m[Coach] >>> VALID @Epoch: 461  >>> [0m
2023-09-20 16:20:48,149:	[1;33m[Coach] >>> TEST  @Epoch: 461  >>> [0m
2023-09-20 16:20:50,094:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.944333 seconds ...[0m
2023-09-20 16:20:50,178:	[1;33m[Coach] >>> TRAIN @Epoch: 462  >>>  || LOSS Avg: 5.16859[0m
2023-09-20 16:20:50,178:	[1;33m[Coach] >>> VALID @Epoch: 462  >>> [0m
2023-09-20 16:20:50,178:	[1;33m[Coach] >>> TEST  @Epoch: 462  >>> [0m
2023-09-20 16:20:52,219:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.040556 seconds ...[0m
2023-09-20 16:20:52,308:	[1;33m[Coach] >>> TRAIN @Epoch: 463  >>>  || LOSS Avg: 5.15828[0m
2023-09-20 16:20:52,308:	[1;33m[Coach] >>> VALID @Epoch: 463  >>> [0m
2023-09-20 16:20:52,309:	[1;33m[Coach] >>> TEST  @Epoch: 463  >>> [0m
2023-09-20 16:20:54,406:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.097212 seconds ...[0m
2023-09-20 16:20:54,491:	[1;33m[Coach] >>> TRAIN @Epoch: 464  >>>  || LOSS Avg: 5.17117[0m
2023-09-20 16:20:54,492:	[1;33m[Coach] >>> VALID @Epoch: 464  >>> [0m
2023-09-20 16:20:54,492:	[1;33m[Coach] >>> TEST  @Epoch: 464  >>> [0m
2023-09-20 16:20:56,527:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.035234 seconds ...[0m
2023-09-20 16:20:57,925:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.333315 seconds ...[0m
2023-09-20 16:20:57,926:	[1;33m[Coach] >>> TRAIN @Epoch: 465  >>>  || LOSS Avg: 5.16018[0m
2023-09-20 16:20:57,926:	[1;33m[Coach] >>> VALID @Epoch: 465  >>>  || HITRATE@1 Avg: 0.0642 || HITRATE@5 Avg: 0.2147 || HITRATE@10 Avg: 0.3099 || NDCG@5 Avg: 0.1405 || NDCG@10 Avg: 0.1712[0m
2023-09-20 16:20:57,926:	[1;33m[Coach] >>> TEST  @Epoch: 465  >>> [0m
2023-09-20 16:20:59,735:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.808361 seconds ...[0m
2023-09-20 16:20:59,796:	[1;33m[Coach] >>> TRAIN @Epoch: 466  >>>  || LOSS Avg: 5.18642[0m
2023-09-20 16:20:59,796:	[1;33m[Coach] >>> VALID @Epoch: 466  >>> [0m
2023-09-20 16:20:59,796:	[1;33m[Coach] >>> TEST  @Epoch: 466  >>> [0m
2023-09-20 16:21:01,695:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.898000 seconds ...[0m
2023-09-20 16:21:01,756:	[1;33m[Coach] >>> TRAIN @Epoch: 467  >>>  || LOSS Avg: 5.15989[0m
2023-09-20 16:21:01,756:	[1;33m[Coach] >>> VALID @Epoch: 467  >>> [0m
2023-09-20 16:21:01,756:	[1;33m[Coach] >>> TEST  @Epoch: 467  >>> [0m
2023-09-20 16:21:03,636:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.880186 seconds ...[0m
2023-09-20 16:21:03,701:	[1;33m[Coach] >>> TRAIN @Epoch: 468  >>>  || LOSS Avg: 5.16158[0m
2023-09-20 16:21:03,702:	[1;33m[Coach] >>> VALID @Epoch: 468  >>> [0m
2023-09-20 16:21:03,702:	[1;33m[Coach] >>> TEST  @Epoch: 468  >>> [0m
2023-09-20 16:21:05,670:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.967848 seconds ...[0m
2023-09-20 16:21:05,736:	[1;33m[Coach] >>> TRAIN @Epoch: 469  >>>  || LOSS Avg: 5.15288[0m
2023-09-20 16:21:05,736:	[1;33m[Coach] >>> VALID @Epoch: 469  >>> [0m
2023-09-20 16:21:05,736:	[1;33m[Coach] >>> TEST  @Epoch: 469  >>> [0m
2023-09-20 16:21:07,654:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.917444 seconds ...[0m
2023-09-20 16:21:08,967:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.258944 seconds ...[0m
2023-09-20 16:21:08,968:	[1;33m[Coach] >>> TRAIN @Epoch: 470  >>>  || LOSS Avg: 5.18480[0m
2023-09-20 16:21:08,968:	[1;33m[Coach] >>> VALID @Epoch: 470  >>>  || HITRATE@1 Avg: 0.0666 || HITRATE@5 Avg: 0.2108 || HITRATE@10 Avg: 0.3103 || NDCG@5 Avg: 0.1389 || NDCG@10 Avg: 0.1708[0m
2023-09-20 16:21:08,968:	[1;33m[Coach] >>> TEST  @Epoch: 470  >>> [0m
2023-09-20 16:21:10,882:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.913121 seconds ...[0m
2023-09-20 16:21:10,947:	[1;33m[Coach] >>> TRAIN @Epoch: 471  >>>  || LOSS Avg: 5.16856[0m
2023-09-20 16:21:10,947:	[1;33m[Coach] >>> VALID @Epoch: 471  >>> [0m
2023-09-20 16:21:10,947:	[1;33m[Coach] >>> TEST  @Epoch: 471  >>> [0m
2023-09-20 16:21:12,876:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.928642 seconds ...[0m
2023-09-20 16:21:12,935:	[1;33m[Coach] >>> TRAIN @Epoch: 472  >>>  || LOSS Avg: 5.16854[0m
2023-09-20 16:21:12,935:	[1;33m[Coach] >>> VALID @Epoch: 472  >>> [0m
2023-09-20 16:21:12,935:	[1;33m[Coach] >>> TEST  @Epoch: 472  >>> [0m
2023-09-20 16:21:14,841:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.905884 seconds ...[0m
2023-09-20 16:21:14,918:	[1;33m[Coach] >>> TRAIN @Epoch: 473  >>>  || LOSS Avg: 5.16018[0m
2023-09-20 16:21:14,918:	[1;33m[Coach] >>> VALID @Epoch: 473  >>> [0m
2023-09-20 16:21:14,918:	[1;33m[Coach] >>> TEST  @Epoch: 473  >>> [0m
2023-09-20 16:21:16,816:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.897861 seconds ...[0m
2023-09-20 16:21:16,879:	[1;33m[Coach] >>> TRAIN @Epoch: 474  >>>  || LOSS Avg: 5.14780[0m
2023-09-20 16:21:16,879:	[1;33m[Coach] >>> VALID @Epoch: 474  >>> [0m
2023-09-20 16:21:16,879:	[1;33m[Coach] >>> TEST  @Epoch: 474  >>> [0m
2023-09-20 16:21:18,748:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.869430 seconds ...[0m
2023-09-20 16:21:20,099:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.289065 seconds ...[0m
2023-09-20 16:21:20,099:	[1;33m[Coach] >>> Better ***NDCG@10*** of ***0.1751*** [0m
2023-09-20 16:21:20,112:	[1;33m[Coach] >>> TRAIN @Epoch: 475  >>>  || LOSS Avg: 5.18459[0m
2023-09-20 16:21:20,112:	[1;33m[Coach] >>> VALID @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0689 || HITRATE@5 Avg: 0.2126 || HITRATE@10 Avg: 0.3146 || NDCG@5 Avg: 0.1424 || NDCG@10 Avg: 0.1751[0m
2023-09-20 16:21:20,112:	[1;33m[Coach] >>> TEST  @Epoch: 475  >>> [0m
2023-09-20 16:21:21,941:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.829014 seconds ...[0m
2023-09-20 16:21:21,992:	[1;33m[Coach] >>> TRAIN @Epoch: 476  >>>  || LOSS Avg: 5.17838[0m
2023-09-20 16:21:21,993:	[1;33m[Coach] >>> VALID @Epoch: 476  >>> [0m
2023-09-20 16:21:21,993:	[1;33m[Coach] >>> TEST  @Epoch: 476  >>> [0m
2023-09-20 16:21:23,858:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.864786 seconds ...[0m
2023-09-20 16:21:23,919:	[1;33m[Coach] >>> TRAIN @Epoch: 477  >>>  || LOSS Avg: 5.17455[0m
2023-09-20 16:21:23,919:	[1;33m[Coach] >>> VALID @Epoch: 477  >>> [0m
2023-09-20 16:21:23,919:	[1;33m[Coach] >>> TEST  @Epoch: 477  >>> [0m
2023-09-20 16:21:25,813:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.893733 seconds ...[0m
2023-09-20 16:21:25,873:	[1;33m[Coach] >>> TRAIN @Epoch: 478  >>>  || LOSS Avg: 5.16097[0m
2023-09-20 16:21:25,873:	[1;33m[Coach] >>> VALID @Epoch: 478  >>> [0m
2023-09-20 16:21:25,873:	[1;33m[Coach] >>> TEST  @Epoch: 478  >>> [0m
2023-09-20 16:21:27,779:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.905705 seconds ...[0m
2023-09-20 16:21:27,854:	[1;33m[Coach] >>> TRAIN @Epoch: 479  >>>  || LOSS Avg: 5.16554[0m
2023-09-20 16:21:27,854:	[1;33m[Coach] >>> VALID @Epoch: 479  >>> [0m
2023-09-20 16:21:27,854:	[1;33m[Coach] >>> TEST  @Epoch: 479  >>> [0m
2023-09-20 16:21:29,716:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.861715 seconds ...[0m
2023-09-20 16:21:31,048:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.272697 seconds ...[0m
2023-09-20 16:21:31,048:	[1;33m[Coach] >>> TRAIN @Epoch: 480  >>>  || LOSS Avg: 5.16347[0m
2023-09-20 16:21:31,048:	[1;33m[Coach] >>> VALID @Epoch: 480  >>>  || HITRATE@1 Avg: 0.0664 || HITRATE@5 Avg: 0.2056 || HITRATE@10 Avg: 0.3101 || NDCG@5 Avg: 0.1375 || NDCG@10 Avg: 0.1712[0m
2023-09-20 16:21:31,048:	[1;33m[Coach] >>> TEST  @Epoch: 480  >>> [0m
2023-09-20 16:21:32,918:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.869712 seconds ...[0m
2023-09-20 16:21:32,978:	[1;33m[Coach] >>> TRAIN @Epoch: 481  >>>  || LOSS Avg: 5.17869[0m
2023-09-20 16:21:32,978:	[1;33m[Coach] >>> VALID @Epoch: 481  >>> [0m
2023-09-20 16:21:32,978:	[1;33m[Coach] >>> TEST  @Epoch: 481  >>> [0m
2023-09-20 16:21:34,931:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.952853 seconds ...[0m
2023-09-20 16:21:34,990:	[1;33m[Coach] >>> TRAIN @Epoch: 482  >>>  || LOSS Avg: 5.17202[0m
2023-09-20 16:21:34,990:	[1;33m[Coach] >>> VALID @Epoch: 482  >>> [0m
2023-09-20 16:21:34,991:	[1;33m[Coach] >>> TEST  @Epoch: 482  >>> [0m
2023-09-20 16:21:36,894:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.903098 seconds ...[0m
2023-09-20 16:21:36,952:	[1;33m[Coach] >>> TRAIN @Epoch: 483  >>>  || LOSS Avg: 5.18133[0m
2023-09-20 16:21:36,952:	[1;33m[Coach] >>> VALID @Epoch: 483  >>> [0m
2023-09-20 16:21:36,952:	[1;33m[Coach] >>> TEST  @Epoch: 483  >>> [0m
2023-09-20 16:21:38,806:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.853585 seconds ...[0m
2023-09-20 16:21:38,866:	[1;33m[Coach] >>> TRAIN @Epoch: 484  >>>  || LOSS Avg: 5.16189[0m
2023-09-20 16:21:38,866:	[1;33m[Coach] >>> VALID @Epoch: 484  >>> [0m
2023-09-20 16:21:38,866:	[1;33m[Coach] >>> TEST  @Epoch: 484  >>> [0m
2023-09-20 16:21:40,749:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.883098 seconds ...[0m
2023-09-20 16:21:42,075:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.262836 seconds ...[0m
2023-09-20 16:21:42,076:	[1;33m[Coach] >>> TRAIN @Epoch: 485  >>>  || LOSS Avg: 5.15698[0m
2023-09-20 16:21:42,076:	[1;33m[Coach] >>> VALID @Epoch: 485  >>>  || HITRATE@1 Avg: 0.0654 || HITRATE@5 Avg: 0.2089 || HITRATE@10 Avg: 0.3121 || NDCG@5 Avg: 0.1387 || NDCG@10 Avg: 0.1718[0m
2023-09-20 16:21:42,076:	[1;33m[Coach] >>> TEST  @Epoch: 485  >>> [0m
2023-09-20 16:21:43,899:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.822787 seconds ...[0m
2023-09-20 16:21:43,961:	[1;33m[Coach] >>> TRAIN @Epoch: 486  >>>  || LOSS Avg: 5.17322[0m
2023-09-20 16:21:43,961:	[1;33m[Coach] >>> VALID @Epoch: 486  >>> [0m
2023-09-20 16:21:43,961:	[1;33m[Coach] >>> TEST  @Epoch: 486  >>> [0m
2023-09-20 16:21:45,851:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.889397 seconds ...[0m
2023-09-20 16:21:45,907:	[1;33m[Coach] >>> TRAIN @Epoch: 487  >>>  || LOSS Avg: 5.15905[0m
2023-09-20 16:21:45,907:	[1;33m[Coach] >>> VALID @Epoch: 487  >>> [0m
2023-09-20 16:21:45,907:	[1;33m[Coach] >>> TEST  @Epoch: 487  >>> [0m
2023-09-20 16:21:47,751:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.843646 seconds ...[0m
2023-09-20 16:21:47,814:	[1;33m[Coach] >>> TRAIN @Epoch: 488  >>>  || LOSS Avg: 5.17072[0m
2023-09-20 16:21:47,814:	[1;33m[Coach] >>> VALID @Epoch: 488  >>> [0m
2023-09-20 16:21:47,814:	[1;33m[Coach] >>> TEST  @Epoch: 488  >>> [0m
2023-09-20 16:21:49,710:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.894794 seconds ...[0m
2023-09-20 16:21:49,772:	[1;33m[Coach] >>> TRAIN @Epoch: 489  >>>  || LOSS Avg: 5.14980[0m
2023-09-20 16:21:49,772:	[1;33m[Coach] >>> VALID @Epoch: 489  >>> [0m
2023-09-20 16:21:49,772:	[1;33m[Coach] >>> TEST  @Epoch: 489  >>> [0m
2023-09-20 16:21:51,605:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.832245 seconds ...[0m
2023-09-20 16:21:52,907:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 1.238835 seconds ...[0m
2023-09-20 16:21:52,908:	[1;33m[Coach] >>> TRAIN @Epoch: 490  >>>  || LOSS Avg: 5.17682[0m
2023-09-20 16:21:52,908:	[1;33m[Coach] >>> VALID @Epoch: 490  >>>  || HITRATE@1 Avg: 0.0667 || HITRATE@5 Avg: 0.2048 || HITRATE@10 Avg: 0.3103 || NDCG@5 Avg: 0.1364 || NDCG@10 Avg: 0.1704[0m
2023-09-20 16:21:52,908:	[1;33m[Coach] >>> TEST  @Epoch: 490  >>> [0m
2023-09-20 16:21:54,757:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.848504 seconds ...[0m
2023-09-20 16:21:54,821:	[1;33m[Coach] >>> TRAIN @Epoch: 491  >>>  || LOSS Avg: 5.15561[0m
2023-09-20 16:21:54,821:	[1;33m[Coach] >>> VALID @Epoch: 491  >>> [0m
2023-09-20 16:21:54,822:	[1;33m[Coach] >>> TEST  @Epoch: 491  >>> [0m
2023-09-20 16:21:56,720:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.897784 seconds ...[0m
2023-09-20 16:21:56,781:	[1;33m[Coach] >>> TRAIN @Epoch: 492  >>>  || LOSS Avg: 5.18025[0m
2023-09-20 16:21:56,781:	[1;33m[Coach] >>> VALID @Epoch: 492  >>> [0m
2023-09-20 16:21:56,781:	[1;33m[Coach] >>> TEST  @Epoch: 492  >>> [0m
2023-09-20 16:21:58,704:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.922612 seconds ...[0m
2023-09-20 16:21:58,783:	[1;33m[Coach] >>> TRAIN @Epoch: 493  >>>  || LOSS Avg: 5.15733[0m
2023-09-20 16:21:58,783:	[1;33m[Coach] >>> VALID @Epoch: 493  >>> [0m
2023-09-20 16:21:58,783:	[1;33m[Coach] >>> TEST  @Epoch: 493  >>> [0m
2023-09-20 16:22:00,881:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.097144 seconds ...[0m
2023-09-20 16:22:00,964:	[1;33m[Coach] >>> TRAIN @Epoch: 494  >>>  || LOSS Avg: 5.16181[0m
2023-09-20 16:22:00,964:	[1;33m[Coach] >>> VALID @Epoch: 494  >>> [0m
2023-09-20 16:22:00,964:	[1;33m[Coach] >>> TEST  @Epoch: 494  >>> [0m
2023-09-20 16:22:03,039:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.074843 seconds ...[0m
2023-09-20 16:22:05,323:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.204975 seconds ...[0m
2023-09-20 16:22:05,324:	[1;33m[Coach] >>> TRAIN @Epoch: 495  >>>  || LOSS Avg: 5.16941[0m
2023-09-20 16:22:05,324:	[1;33m[Coach] >>> VALID @Epoch: 495  >>>  || HITRATE@1 Avg: 0.0637 || HITRATE@5 Avg: 0.2099 || HITRATE@10 Avg: 0.3096 || NDCG@5 Avg: 0.1376 || NDCG@10 Avg: 0.1698[0m
2023-09-20 16:22:05,324:	[1;33m[Coach] >>> TEST  @Epoch: 495  >>> [0m
2023-09-20 16:22:07,298:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 1.973898 seconds ...[0m
2023-09-20 16:22:07,379:	[1;33m[Coach] >>> TRAIN @Epoch: 496  >>>  || LOSS Avg: 5.16747[0m
2023-09-20 16:22:07,379:	[1;33m[Coach] >>> VALID @Epoch: 496  >>> [0m
2023-09-20 16:22:07,379:	[1;33m[Coach] >>> TEST  @Epoch: 496  >>> [0m
2023-09-20 16:22:09,393:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.013342 seconds ...[0m
2023-09-20 16:22:09,485:	[1;33m[Coach] >>> TRAIN @Epoch: 497  >>>  || LOSS Avg: 5.17238[0m
2023-09-20 16:22:09,485:	[1;33m[Coach] >>> VALID @Epoch: 497  >>> [0m
2023-09-20 16:22:09,486:	[1;33m[Coach] >>> TEST  @Epoch: 497  >>> [0m
2023-09-20 16:22:11,551:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.065101 seconds ...[0m
2023-09-20 16:22:11,634:	[1;33m[Coach] >>> TRAIN @Epoch: 498  >>>  || LOSS Avg: 5.15733[0m
2023-09-20 16:22:11,635:	[1;33m[Coach] >>> VALID @Epoch: 498  >>> [0m
2023-09-20 16:22:11,635:	[1;33m[Coach] >>> TEST  @Epoch: 498  >>> [0m
2023-09-20 16:22:13,694:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.059378 seconds ...[0m
2023-09-20 16:22:13,775:	[1;33m[Coach] >>> TRAIN @Epoch: 499  >>>  || LOSS Avg: 5.16771[0m
2023-09-20 16:22:13,775:	[1;33m[Coach] >>> VALID @Epoch: 499  >>> [0m
2023-09-20 16:22:13,775:	[1;33m[Coach] >>> TEST  @Epoch: 499  >>> [0m
2023-09-20 16:22:15,825:	[1;33m[Wall TIME] >>> ChiefCoach.train takes 2.050006 seconds ...[0m
2023-09-20 16:22:18,056:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.209929 seconds ...[0m
2023-09-20 16:22:20,199:	[1;33m[Wall TIME] >>> ChiefCoach.test takes 2.142111 seconds ...[0m
2023-09-20 16:22:20,199:	[1;33m[Coach] >>> TRAIN @Epoch: 500  >>>  || LOSS Avg: 5.16884[0m
2023-09-20 16:22:20,200:	[1;33m[Coach] >>> VALID @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0632 || HITRATE@5 Avg: 0.2091 || HITRATE@10 Avg: 0.3055 || NDCG@5 Avg: 0.1376 || NDCG@10 Avg: 0.1685[0m
2023-09-20 16:22:20,200:	[1;33m[Coach] >>> TEST  @Epoch: 500  >>>  || HITRATE@1 Avg: 0.0661 || HITRATE@5 Avg: 0.2083 || HITRATE@10 Avg: 0.3003 || NDCG@5 Avg: 0.1380 || NDCG@10 Avg: 0.1678[0m
2023-09-20 16:22:22,456:	[1;33m   Prefix      Metric      Best  @Epoch
0   train        LOSS  5.147799     473
1   valid   HITRATE@1  0.071192     425
2   valid   HITRATE@5  0.214735     465
3   valid  HITRATE@10  0.316225     430
4   valid      NDCG@5  0.142421     475
5   valid     NDCG@10  0.175113     475
6    test   HITRATE@1  0.066060       0
7    test   HITRATE@5  0.208278       0
8    test  HITRATE@10  0.300331       0
9    test      NDCG@5  0.138030       0
10   test     NDCG@10  0.167832       0[0m
2023-09-20 16:22:22,456:	[1;33m[LoG_PaTH] >>> ./logs/ML-5/MovieLens1M_550_Chron/3-0920160141[0m
2023-09-20 16:22:22,609:	[1;33m[Wall TIME] >>> Coach.summary takes 2.408787 seconds ...[0m
2023-09-20 16:22:22,609:	[1;33m[Coach] >>> Load best model @Epoch 475  [0m
2023-09-20 16:22:24,897:	[1;33m[Wall TIME] >>> ChiefCoach.valid takes 2.275380 seconds ...[0m
2023-09-20 16:22:27,105:	[1;33m[Wall TIME] >>> ChiefCoach.test takes 2.207134 seconds ...[0m
2023-09-20 16:22:27,105:	[1;33m[Coach] >>> TRAIN @Epoch: 475  >>> [0m
2023-09-20 16:22:27,106:	[1;33m[Coach] >>> VALID @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0689 || HITRATE@5 Avg: 0.2126 || HITRATE@10 Avg: 0.3146 || NDCG@5 Avg: 0.1424 || NDCG@10 Avg: 0.1751[0m
2023-09-20 16:22:27,106:	[1;33m[Coach] >>> TEST  @Epoch: 475  >>>  || HITRATE@1 Avg: 0.0763 || HITRATE@5 Avg: 0.2147 || HITRATE@10 Avg: 0.3093 || NDCG@5 Avg: 0.1461 || NDCG@10 Avg: 0.1767[0m
2023-09-20 16:22:27,118:	[1;33m[Wall TIME] >>> Coach.fit takes 1231.094780 seconds ...[0m
