2023-09-17 10:24:15,731:	========================================================================
2023-09-17 10:24:15,731:	========================================================================
2023-09-17 10:24:15,731:	========================================================================
2023-09-17 10:24:15,731:	[1;34m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-17 10:24:15,731:	[1;34m[Seed] >>> Set seed: 3[0m
2023-09-17 10:24:15,732:	[1;34m[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: 2] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.01] 
[lr: 0.001] 
[batch_size: 512] 
[epochs: 300] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0917102412] 
[maxlen: 200] 
[maxlen4graph: 200] 
[embedding_dim: 64] 
[hidden_size: 64] 
[emb_dropout_rate: 0.3] 
[num_gru_layers: 1] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/ML-5/MovieLens1M_550_Chron/2] 
[LOG_PATH: ./logs/ML-5/MovieLens1M_550_Chron/2-0917102412] 
[0m
2023-09-17 10:24:15,732:	[1;34m[Wall TIME] >>> Parser.compile takes 0.004866 seconds ...[0m
2023-09-17 10:24:15,735:	[1;34m[MovieLens1M_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.ID,FieldTags.User]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.ID,FieldTags.Item]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Timestamp,FieldTags.Dense][0m
2023-09-17 10:24:16,170:	[1;34m+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
| #Users | #Items |      Avg.Len       | #Interactions | #Train | #Valid | #Test |       Density        |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+
|  6040  |  3416  | 165.49850993377484 |     999611    | 987531 |  6040  |  6040 | 0.048448041549699894 |
+--------+--------+--------------------+---------------+--------+--------+-------+----------------------+[0m
2023-09-17 10:24:16,170:	[1;34m[Wall TIME] >>> RecDataSet.compile takes 0.437633 seconds ...[0m
2023-09-17 10:24:19,899:	[1;34m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.509531 seconds ...[0m
2023-09-17 10:24:20,383:	[1;34m[Wall TIME] >>> SeqValidYielder.prepare takes 0.483819 seconds ...[0m
2023-09-17 10:24:20,857:	[1;34m[Wall TIME] >>> SeqTestYielder.prepare takes 0.473559 seconds ...[0m
2023-09-17 10:24:27,048:	[1;34m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-17 10:24:27,049:	[1;34m[Wall TIME] >>> Coach.compile takes 0.000582 seconds ...[0m
2023-09-17 10:24:28,729:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.641344 seconds ...[0m
2023-09-17 10:24:28,729:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0003*** [0m
2023-09-17 10:24:28,733:	[1;34m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-17 10:24:28,733:	[1;34m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0000 || HITRATE@5 Avg: 0.0002 || HITRATE@10 Avg: 0.0008 || NDCG@5 Avg: 0.0001 || NDCG@10 Avg: 0.0003[0m
2023-09-17 10:24:28,733:	[1;34m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-17 10:25:29,951:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 61.218043 seconds ...[0m
2023-09-17 10:25:30,013:	[1;34m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.33564[0m
2023-09-17 10:25:30,013:	[1;34m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-17 10:25:30,013:	[1;34m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-17 10:26:32,350:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.336659 seconds ...[0m
2023-09-17 10:26:32,406:	[1;34m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.24216[0m
2023-09-17 10:26:32,407:	[1;34m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-17 10:26:32,407:	[1;34m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-17 10:27:35,382:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.974762 seconds ...[0m
2023-09-17 10:27:35,448:	[1;34m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.20320[0m
2023-09-17 10:27:35,448:	[1;34m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-17 10:27:35,448:	[1;34m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-17 10:28:38,771:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.322240 seconds ...[0m
2023-09-17 10:28:38,826:	[1;34m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.17903[0m
2023-09-17 10:28:38,826:	[1;34m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-17 10:28:38,826:	[1;34m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-17 10:29:41,476:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.649804 seconds ...[0m
2023-09-17 10:29:43,519:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.987725 seconds ...[0m
2023-09-17 10:29:43,519:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0582*** [0m
2023-09-17 10:29:43,525:	[1;34m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.15411[0m
2023-09-17 10:29:43,525:	[1;34m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0174 || HITRATE@5 Avg: 0.0674 || HITRATE@10 Avg: 0.1174 || NDCG@5 Avg: 0.0421 || NDCG@10 Avg: 0.0582[0m
2023-09-17 10:29:43,526:	[1;34m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-17 10:30:47,508:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.981819 seconds ...[0m
2023-09-17 10:30:47,570:	[1;34m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.14259[0m
2023-09-17 10:30:47,570:	[1;34m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-17 10:30:47,570:	[1;34m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-17 10:31:51,694:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.123707 seconds ...[0m
2023-09-17 10:31:51,765:	[1;34m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.13672[0m
2023-09-17 10:31:51,766:	[1;34m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-17 10:31:51,766:	[1;34m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-17 10:32:55,874:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.108258 seconds ...[0m
2023-09-17 10:32:55,944:	[1;34m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.13119[0m
2023-09-17 10:32:55,944:	[1;34m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-17 10:32:55,944:	[1;34m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-17 10:33:59,753:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.808442 seconds ...[0m
2023-09-17 10:33:59,824:	[1;34m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.12816[0m
2023-09-17 10:33:59,824:	[1;34m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-17 10:33:59,824:	[1;34m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-17 10:35:03,864:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.038949 seconds ...[0m
2023-09-17 10:35:06,152:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.210104 seconds ...[0m
2023-09-17 10:35:06,153:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0737*** [0m
2023-09-17 10:35:06,158:	[1;34m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.12342[0m
2023-09-17 10:35:06,158:	[1;34m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0205 || HITRATE@5 Avg: 0.0859 || HITRATE@10 Avg: 0.1485 || NDCG@5 Avg: 0.0535 || NDCG@10 Avg: 0.0737[0m
2023-09-17 10:35:06,158:	[1;34m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-17 10:36:10,782:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.623276 seconds ...[0m
2023-09-17 10:36:10,839:	[1;34m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.12022[0m
2023-09-17 10:36:10,839:	[1;34m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-17 10:36:10,839:	[1;34m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-17 10:37:14,400:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.561375 seconds ...[0m
2023-09-17 10:37:14,454:	[1;34m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.11719[0m
2023-09-17 10:37:14,454:	[1;34m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-17 10:37:14,454:	[1;34m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-17 10:38:18,363:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.908497 seconds ...[0m
2023-09-17 10:38:18,419:	[1;34m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.11408[0m
2023-09-17 10:38:18,420:	[1;34m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-17 10:38:18,420:	[1;34m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-17 10:39:23,476:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 65.056401 seconds ...[0m
2023-09-17 10:39:23,533:	[1;34m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.11220[0m
2023-09-17 10:39:23,534:	[1;34m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-17 10:39:23,534:	[1;34m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-17 10:40:25,999:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.465367 seconds ...[0m
2023-09-17 10:40:27,954:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.887742 seconds ...[0m
2023-09-17 10:40:27,954:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0880*** [0m
2023-09-17 10:40:27,959:	[1;34m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.10950[0m
2023-09-17 10:40:27,959:	[1;34m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0268 || HITRATE@5 Avg: 0.1036 || HITRATE@10 Avg: 0.1757 || NDCG@5 Avg: 0.0649 || NDCG@10 Avg: 0.0880[0m
2023-09-17 10:40:27,959:	[1;34m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-17 10:41:32,297:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.336864 seconds ...[0m
2023-09-17 10:41:32,361:	[1;34m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.10747[0m
2023-09-17 10:41:32,361:	[1;34m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-17 10:41:32,361:	[1;34m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-17 10:42:37,870:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 65.507913 seconds ...[0m
2023-09-17 10:42:37,929:	[1;34m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.10490[0m
2023-09-17 10:42:37,929:	[1;34m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-17 10:42:37,929:	[1;34m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-17 10:43:42,321:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.391841 seconds ...[0m
2023-09-17 10:43:42,382:	[1;34m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.10380[0m
2023-09-17 10:43:42,382:	[1;34m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-17 10:43:42,383:	[1;34m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-17 10:44:45,899:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.516293 seconds ...[0m
2023-09-17 10:44:45,962:	[1;34m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.10180[0m
2023-09-17 10:44:45,962:	[1;34m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-17 10:44:45,962:	[1;34m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-17 10:45:48,749:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.786329 seconds ...[0m
2023-09-17 10:45:50,817:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.011739 seconds ...[0m
2023-09-17 10:45:50,818:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1004*** [0m
2023-09-17 10:45:50,823:	[1;34m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.09996[0m
2023-09-17 10:45:50,823:	[1;34m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0315 || HITRATE@5 Avg: 0.1174 || HITRATE@10 Avg: 0.1965 || NDCG@5 Avg: 0.0750 || NDCG@10 Avg: 0.1004[0m
2023-09-17 10:45:50,823:	[1;34m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-17 10:46:54,632:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.808698 seconds ...[0m
2023-09-17 10:46:54,708:	[1;34m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.09910[0m
2023-09-17 10:46:54,708:	[1;34m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-17 10:46:54,708:	[1;34m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-17 10:47:59,167:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.458884 seconds ...[0m
2023-09-17 10:47:59,226:	[1;34m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.09721[0m
2023-09-17 10:47:59,226:	[1;34m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-17 10:47:59,226:	[1;34m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-17 10:49:02,512:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.285177 seconds ...[0m
2023-09-17 10:49:02,573:	[1;34m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.09697[0m
2023-09-17 10:49:02,574:	[1;34m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-17 10:49:02,574:	[1;34m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-17 10:50:07,017:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.443362 seconds ...[0m
2023-09-17 10:50:07,091:	[1;34m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.09597[0m
2023-09-17 10:50:07,091:	[1;34m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-17 10:50:07,092:	[1;34m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-17 10:51:10,879:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.787470 seconds ...[0m
2023-09-17 10:51:12,560:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.624017 seconds ...[0m
2023-09-17 10:51:12,560:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1033*** [0m
2023-09-17 10:51:12,564:	[1;34m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.09477[0m
2023-09-17 10:51:12,564:	[1;34m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0363 || HITRATE@5 Avg: 0.1225 || HITRATE@10 Avg: 0.2007 || NDCG@5 Avg: 0.0784 || NDCG@10 Avg: 0.1033[0m
2023-09-17 10:51:12,564:	[1;34m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-17 10:52:17,403:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.838622 seconds ...[0m
2023-09-17 10:52:17,460:	[1;34m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.09359[0m
2023-09-17 10:52:17,460:	[1;34m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-17 10:52:17,460:	[1;34m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-17 10:53:21,622:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.161364 seconds ...[0m
2023-09-17 10:53:21,676:	[1;34m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.09283[0m
2023-09-17 10:53:21,676:	[1;34m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-17 10:53:21,676:	[1;34m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-17 10:54:26,228:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.551857 seconds ...[0m
2023-09-17 10:54:26,304:	[1;34m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.09159[0m
2023-09-17 10:54:26,304:	[1;34m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-17 10:54:26,304:	[1;34m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-17 10:55:29,333:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.028338 seconds ...[0m
2023-09-17 10:55:29,385:	[1;34m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.09123[0m
2023-09-17 10:55:29,385:	[1;34m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-17 10:55:29,385:	[1;34m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-17 10:56:32,892:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.506450 seconds ...[0m
2023-09-17 10:56:34,541:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.593246 seconds ...[0m
2023-09-17 10:56:34,542:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1092*** [0m
2023-09-17 10:56:34,547:	[1;34m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.09089[0m
2023-09-17 10:56:34,547:	[1;34m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0361 || HITRATE@5 Avg: 0.1295 || HITRATE@10 Avg: 0.2106 || NDCG@5 Avg: 0.0831 || NDCG@10 Avg: 0.1092[0m
2023-09-17 10:56:34,548:	[1;34m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-17 10:57:38,017:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.468946 seconds ...[0m
2023-09-17 10:57:38,070:	[1;34m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.09040[0m
2023-09-17 10:57:38,070:	[1;34m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-17 10:57:38,070:	[1;34m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-17 10:58:41,772:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.701942 seconds ...[0m
2023-09-17 10:58:41,826:	[1;34m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.08941[0m
2023-09-17 10:58:41,826:	[1;34m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-17 10:58:41,826:	[1;34m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-17 10:59:45,238:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.412071 seconds ...[0m
2023-09-17 10:59:45,293:	[1;34m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.08875[0m
2023-09-17 10:59:45,293:	[1;34m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-17 10:59:45,294:	[1;34m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-17 11:00:49,578:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.284383 seconds ...[0m
2023-09-17 11:00:49,632:	[1;34m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.08830[0m
2023-09-17 11:00:49,632:	[1;34m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-17 11:00:49,632:	[1;34m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-17 11:01:54,597:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.965311 seconds ...[0m
2023-09-17 11:01:56,321:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.661904 seconds ...[0m
2023-09-17 11:01:56,322:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1122*** [0m
2023-09-17 11:01:56,325:	[1;34m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.08773[0m
2023-09-17 11:01:56,326:	[1;34m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0379 || HITRATE@5 Avg: 0.1341 || HITRATE@10 Avg: 0.2169 || NDCG@5 Avg: 0.0858 || NDCG@10 Avg: 0.1122[0m
2023-09-17 11:01:56,326:	[1;34m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-17 11:03:00,440:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.114032 seconds ...[0m
2023-09-17 11:03:00,510:	[1;34m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.08714[0m
2023-09-17 11:03:00,510:	[1;34m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-17 11:03:00,510:	[1;34m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-17 11:04:04,562:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.051542 seconds ...[0m
2023-09-17 11:04:04,616:	[1;34m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.08628[0m
2023-09-17 11:04:04,616:	[1;34m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-17 11:04:04,616:	[1;34m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-17 11:05:09,729:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 65.112567 seconds ...[0m
2023-09-17 11:05:09,794:	[1;34m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.08652[0m
2023-09-17 11:05:09,795:	[1;34m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-17 11:05:09,795:	[1;34m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-17 11:06:13,879:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.084181 seconds ...[0m
2023-09-17 11:06:13,931:	[1;34m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.08574[0m
2023-09-17 11:06:13,931:	[1;34m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-17 11:06:13,931:	[1;34m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-17 11:07:18,331:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.399204 seconds ...[0m
2023-09-17 11:07:20,221:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.827075 seconds ...[0m
2023-09-17 11:07:20,222:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1140*** [0m
2023-09-17 11:07:20,227:	[1;34m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.08575[0m
2023-09-17 11:07:20,228:	[1;34m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0382 || HITRATE@5 Avg: 0.1371 || HITRATE@10 Avg: 0.2180 || NDCG@5 Avg: 0.0881 || NDCG@10 Avg: 0.1140[0m
2023-09-17 11:07:20,228:	[1;34m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-17 11:08:23,892:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.664456 seconds ...[0m
2023-09-17 11:08:23,945:	[1;34m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.08475[0m
2023-09-17 11:08:23,946:	[1;34m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-17 11:08:23,946:	[1;34m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-17 11:09:27,458:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.512405 seconds ...[0m
2023-09-17 11:09:27,511:	[1;34m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.08388[0m
2023-09-17 11:09:27,512:	[1;34m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-17 11:09:27,512:	[1;34m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-17 11:10:31,422:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.909595 seconds ...[0m
2023-09-17 11:10:31,475:	[1;34m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.08364[0m
2023-09-17 11:10:31,475:	[1;34m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-17 11:10:31,475:	[1;34m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-17 11:11:34,383:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.907705 seconds ...[0m
2023-09-17 11:11:34,436:	[1;34m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.08429[0m
2023-09-17 11:11:34,436:	[1;34m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-17 11:11:34,437:	[1;34m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-17 11:12:37,878:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.441185 seconds ...[0m
2023-09-17 11:12:39,913:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.981810 seconds ...[0m
2023-09-17 11:12:39,913:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1196*** [0m
2023-09-17 11:12:39,917:	[1;34m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.08318[0m
2023-09-17 11:12:39,917:	[1;34m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0417 || HITRATE@5 Avg: 0.1452 || HITRATE@10 Avg: 0.2276 || NDCG@5 Avg: 0.0932 || NDCG@10 Avg: 0.1196[0m
2023-09-17 11:12:39,917:	[1;34m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-17 11:13:43,918:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.000919 seconds ...[0m
2023-09-17 11:13:43,971:	[1;34m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.08259[0m
2023-09-17 11:13:43,971:	[1;34m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-17 11:13:43,971:	[1;34m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-17 11:14:48,582:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.610308 seconds ...[0m
2023-09-17 11:14:48,636:	[1;34m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.08234[0m
2023-09-17 11:14:48,637:	[1;34m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-17 11:14:48,637:	[1;34m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-17 11:15:52,350:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.712980 seconds ...[0m
2023-09-17 11:15:52,410:	[1;34m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.08236[0m
2023-09-17 11:15:52,410:	[1;34m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-17 11:15:52,410:	[1;34m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-17 11:16:56,157:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.746204 seconds ...[0m
2023-09-17 11:16:56,217:	[1;34m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.08177[0m
2023-09-17 11:16:56,217:	[1;34m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-17 11:16:56,217:	[1;34m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-17 11:18:00,842:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.624681 seconds ...[0m
2023-09-17 11:18:02,731:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.835472 seconds ...[0m
2023-09-17 11:18:02,732:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1213*** [0m
2023-09-17 11:18:02,738:	[1;34m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.08174[0m
2023-09-17 11:18:02,738:	[1;34m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0440 || HITRATE@5 Avg: 0.1445 || HITRATE@10 Avg: 0.2296 || NDCG@5 Avg: 0.0940 || NDCG@10 Avg: 0.1213[0m
2023-09-17 11:18:02,738:	[1;34m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-17 11:19:07,418:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.679595 seconds ...[0m
2023-09-17 11:19:07,492:	[1;34m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.08148[0m
2023-09-17 11:19:07,492:	[1;34m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-17 11:19:07,492:	[1;34m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-17 11:20:12,470:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.977810 seconds ...[0m
2023-09-17 11:20:12,678:	[1;34m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.08129[0m
2023-09-17 11:20:12,678:	[1;34m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-17 11:20:12,678:	[1;34m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-17 11:21:17,427:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.749119 seconds ...[0m
2023-09-17 11:21:17,495:	[1;34m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.08075[0m
2023-09-17 11:21:17,495:	[1;34m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-17 11:21:17,495:	[1;34m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-17 11:22:22,039:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.543756 seconds ...[0m
2023-09-17 11:22:22,098:	[1;34m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.08028[0m
2023-09-17 11:22:22,098:	[1;34m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-17 11:22:22,098:	[1;34m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-17 11:23:25,608:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.509868 seconds ...[0m
2023-09-17 11:23:27,586:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.920847 seconds ...[0m
2023-09-17 11:23:27,587:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1245*** [0m
2023-09-17 11:23:27,593:	[1;34m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.07984[0m
2023-09-17 11:23:27,593:	[1;34m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0406 || HITRATE@5 Avg: 0.1540 || HITRATE@10 Avg: 0.2384 || NDCG@5 Avg: 0.0974 || NDCG@10 Avg: 0.1245[0m
2023-09-17 11:23:27,593:	[1;34m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-17 11:24:32,223:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.629697 seconds ...[0m
2023-09-17 11:24:32,280:	[1;34m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.07994[0m
2023-09-17 11:24:32,281:	[1;34m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-17 11:24:32,281:	[1;34m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-17 11:25:38,012:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 65.730939 seconds ...[0m
2023-09-17 11:25:38,068:	[1;34m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.07928[0m
2023-09-17 11:25:38,069:	[1;34m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-17 11:25:38,069:	[1;34m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-17 11:26:42,537:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.468035 seconds ...[0m
2023-09-17 11:26:42,599:	[1;34m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.08006[0m
2023-09-17 11:26:42,600:	[1;34m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-17 11:26:42,600:	[1;34m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-17 11:27:47,061:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.460660 seconds ...[0m
2023-09-17 11:27:47,123:	[1;34m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.07962[0m
2023-09-17 11:27:47,123:	[1;34m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-17 11:27:47,123:	[1;34m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-17 11:28:50,996:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.873173 seconds ...[0m
2023-09-17 11:28:53,038:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.983701 seconds ...[0m
2023-09-17 11:28:53,039:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1257*** [0m
2023-09-17 11:28:53,044:	[1;34m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.07858[0m
2023-09-17 11:28:53,044:	[1;34m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0432 || HITRATE@5 Avg: 0.1469 || HITRATE@10 Avg: 0.2404 || NDCG@5 Avg: 0.0955 || NDCG@10 Avg: 0.1257[0m
2023-09-17 11:28:53,045:	[1;34m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-17 11:29:57,301:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.256052 seconds ...[0m
2023-09-17 11:29:57,355:	[1;34m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.07796[0m
2023-09-17 11:29:57,356:	[1;34m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-17 11:29:57,356:	[1;34m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-17 11:31:01,495:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.138850 seconds ...[0m
2023-09-17 11:31:01,554:	[1;34m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.07849[0m
2023-09-17 11:31:01,555:	[1;34m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-17 11:31:01,555:	[1;34m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-17 11:32:05,331:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.775514 seconds ...[0m
2023-09-17 11:32:05,388:	[1;34m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.07886[0m
2023-09-17 11:32:05,388:	[1;34m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-17 11:32:05,389:	[1;34m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-17 11:33:09,305:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.916456 seconds ...[0m
2023-09-17 11:33:09,567:	[1;34m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.07882[0m
2023-09-17 11:33:09,567:	[1;34m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-17 11:33:09,567:	[1;34m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-17 11:34:12,570:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.002496 seconds ...[0m
2023-09-17 11:34:14,754:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.112715 seconds ...[0m
2023-09-17 11:34:14,755:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1290*** [0m
2023-09-17 11:34:14,760:	[1;34m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.07842[0m
2023-09-17 11:34:14,760:	[1;34m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0452 || HITRATE@5 Avg: 0.1584 || HITRATE@10 Avg: 0.2434 || NDCG@5 Avg: 0.1016 || NDCG@10 Avg: 0.1290[0m
2023-09-17 11:34:14,760:	[1;34m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-17 11:35:19,482:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.721407 seconds ...[0m
2023-09-17 11:35:19,538:	[1;34m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.07802[0m
2023-09-17 11:35:19,538:	[1;34m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-17 11:35:19,539:	[1;34m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-17 11:36:24,129:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.589529 seconds ...[0m
2023-09-17 11:36:24,193:	[1;34m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.07727[0m
2023-09-17 11:36:24,193:	[1;34m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-17 11:36:24,193:	[1;34m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-17 11:37:28,278:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.084094 seconds ...[0m
2023-09-17 11:37:28,339:	[1;34m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.07758[0m
2023-09-17 11:37:28,339:	[1;34m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-17 11:37:28,339:	[1;34m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-17 11:38:31,643:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.303466 seconds ...[0m
2023-09-17 11:38:31,707:	[1;34m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.07797[0m
2023-09-17 11:38:31,708:	[1;34m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-17 11:38:31,708:	[1;34m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-17 11:39:34,411:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.703203 seconds ...[0m
2023-09-17 11:39:36,436:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.962656 seconds ...[0m
2023-09-17 11:39:36,437:	[1;34m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.07727[0m
2023-09-17 11:39:36,437:	[1;34m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0440 || HITRATE@5 Avg: 0.1541 || HITRATE@10 Avg: 0.2464 || NDCG@5 Avg: 0.0988 || NDCG@10 Avg: 0.1285[0m
2023-09-17 11:39:36,437:	[1;34m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-17 11:40:40,734:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.297110 seconds ...[0m
2023-09-17 11:40:40,801:	[1;34m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.07718[0m
2023-09-17 11:40:40,801:	[1;34m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-17 11:40:40,801:	[1;34m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-17 11:41:44,672:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.870328 seconds ...[0m
2023-09-17 11:41:44,737:	[1;34m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.07683[0m
2023-09-17 11:41:44,737:	[1;34m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-17 11:41:44,737:	[1;34m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-17 11:42:48,023:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.285875 seconds ...[0m
2023-09-17 11:42:48,076:	[1;34m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.07666[0m
2023-09-17 11:42:48,076:	[1;34m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-17 11:42:48,076:	[1;34m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-17 11:43:51,545:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.469069 seconds ...[0m
2023-09-17 11:43:51,608:	[1;34m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.07681[0m
2023-09-17 11:43:51,608:	[1;34m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-17 11:43:51,608:	[1;34m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-17 11:44:53,968:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.359712 seconds ...[0m
2023-09-17 11:44:56,052:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.030717 seconds ...[0m
2023-09-17 11:44:56,053:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1300*** [0m
2023-09-17 11:44:56,057:	[1;34m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.07656[0m
2023-09-17 11:44:56,057:	[1;34m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0500 || HITRATE@5 Avg: 0.1540 || HITRATE@10 Avg: 0.2429 || NDCG@5 Avg: 0.1014 || NDCG@10 Avg: 0.1300[0m
2023-09-17 11:44:56,057:	[1;34m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-17 11:45:59,850:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.793330 seconds ...[0m
2023-09-17 11:45:59,902:	[1;34m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.07617[0m
2023-09-17 11:45:59,902:	[1;34m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-17 11:45:59,902:	[1;34m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-17 11:47:02,708:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.805915 seconds ...[0m
2023-09-17 11:47:02,759:	[1;34m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.07687[0m
2023-09-17 11:47:02,760:	[1;34m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-17 11:47:02,760:	[1;34m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-17 11:48:05,779:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.019251 seconds ...[0m
2023-09-17 11:48:05,834:	[1;34m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.07685[0m
2023-09-17 11:48:05,834:	[1;34m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-17 11:48:05,834:	[1;34m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-17 11:49:08,397:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.562706 seconds ...[0m
2023-09-17 11:49:08,452:	[1;34m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.07598[0m
2023-09-17 11:49:08,452:	[1;34m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-17 11:49:08,453:	[1;34m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-17 11:50:10,853:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.400264 seconds ...[0m
2023-09-17 11:50:12,891:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.976734 seconds ...[0m
2023-09-17 11:50:12,891:	[1;34m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.07585[0m
2023-09-17 11:50:12,891:	[1;34m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0469 || HITRATE@5 Avg: 0.1550 || HITRATE@10 Avg: 0.2409 || NDCG@5 Avg: 0.1007 || NDCG@10 Avg: 0.1283[0m
2023-09-17 11:50:12,891:	[1;34m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-17 11:51:15,737:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.844908 seconds ...[0m
2023-09-17 11:51:15,799:	[1;34m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.07604[0m
2023-09-17 11:51:15,799:	[1;34m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-17 11:51:15,799:	[1;34m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-17 11:52:19,250:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.450744 seconds ...[0m
2023-09-17 11:52:19,317:	[1;34m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.07541[0m
2023-09-17 11:52:19,318:	[1;34m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-17 11:52:19,318:	[1;34m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-17 11:53:23,786:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.468066 seconds ...[0m
2023-09-17 11:53:23,856:	[1;34m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.07588[0m
2023-09-17 11:53:23,856:	[1;34m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-17 11:53:23,856:	[1;34m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-17 11:54:26,677:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.820904 seconds ...[0m
2023-09-17 11:54:26,738:	[1;34m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.07517[0m
2023-09-17 11:54:26,738:	[1;34m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-17 11:54:26,738:	[1;34m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-17 11:55:29,604:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.865107 seconds ...[0m
2023-09-17 11:55:31,720:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.047515 seconds ...[0m
2023-09-17 11:55:31,721:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1322*** [0m
2023-09-17 11:55:31,724:	[1;34m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.07627[0m
2023-09-17 11:55:31,725:	[1;34m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0474 || HITRATE@5 Avg: 0.1593 || HITRATE@10 Avg: 0.2485 || NDCG@5 Avg: 0.1034 || NDCG@10 Avg: 0.1322[0m
2023-09-17 11:55:31,725:	[1;34m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-17 11:56:36,154:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.428760 seconds ...[0m
2023-09-17 11:56:36,222:	[1;34m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.07498[0m
2023-09-17 11:56:36,222:	[1;34m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-17 11:56:36,222:	[1;34m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-17 11:57:40,799:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.576344 seconds ...[0m
2023-09-17 11:57:40,854:	[1;34m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.07490[0m
2023-09-17 11:57:40,854:	[1;34m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-17 11:57:40,854:	[1;34m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-17 11:58:45,846:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.991242 seconds ...[0m
2023-09-17 11:58:45,901:	[1;34m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.07510[0m
2023-09-17 11:58:45,901:	[1;34m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-17 11:58:45,901:	[1;34m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-17 11:59:50,670:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.768457 seconds ...[0m
2023-09-17 11:59:50,725:	[1;34m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.07471[0m
2023-09-17 11:59:50,725:	[1;34m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-17 11:59:50,725:	[1;34m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-17 12:00:54,772:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.046698 seconds ...[0m
2023-09-17 12:00:56,928:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.098079 seconds ...[0m
2023-09-17 12:00:56,929:	[1;34m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.07520[0m
2023-09-17 12:00:56,929:	[1;34m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0414 || HITRATE@5 Avg: 0.1510 || HITRATE@10 Avg: 0.2457 || NDCG@5 Avg: 0.0956 || NDCG@10 Avg: 0.1262[0m
2023-09-17 12:00:56,929:	[1;34m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-17 12:02:01,970:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 65.040674 seconds ...[0m
2023-09-17 12:02:02,027:	[1;34m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.07484[0m
2023-09-17 12:02:02,027:	[1;34m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-17 12:02:02,028:	[1;34m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-17 12:03:06,563:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.535142 seconds ...[0m
2023-09-17 12:03:06,635:	[1;34m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.07481[0m
2023-09-17 12:03:06,635:	[1;34m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-17 12:03:06,635:	[1;34m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-17 12:04:10,956:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.320100 seconds ...[0m
2023-09-17 12:04:11,010:	[1;34m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.07500[0m
2023-09-17 12:04:11,011:	[1;34m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-17 12:04:11,011:	[1;34m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-17 12:05:15,982:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.971355 seconds ...[0m
2023-09-17 12:05:16,044:	[1;34m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.07430[0m
2023-09-17 12:05:16,045:	[1;34m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-17 12:05:16,045:	[1;34m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-17 12:06:20,380:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.335044 seconds ...[0m
2023-09-17 12:06:22,251:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.817441 seconds ...[0m
2023-09-17 12:06:22,251:	[1;34m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.07454[0m
2023-09-17 12:06:22,252:	[1;34m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0465 || HITRATE@5 Avg: 0.1594 || HITRATE@10 Avg: 0.2464 || NDCG@5 Avg: 0.1032 || NDCG@10 Avg: 0.1311[0m
2023-09-17 12:06:22,252:	[1;34m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-17 12:07:26,279:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.027399 seconds ...[0m
2023-09-17 12:07:26,338:	[1;34m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.07393[0m
2023-09-17 12:07:26,338:	[1;34m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-17 12:07:26,338:	[1;34m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-17 12:08:31,188:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.849453 seconds ...[0m
2023-09-17 12:08:31,256:	[1;34m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.07455[0m
2023-09-17 12:08:31,256:	[1;34m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-17 12:08:31,257:	[1;34m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-17 12:09:35,505:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.247916 seconds ...[0m
2023-09-17 12:09:35,570:	[1;34m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.07404[0m
2023-09-17 12:09:35,570:	[1;34m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-17 12:09:35,570:	[1;34m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-17 12:10:40,756:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 65.185464 seconds ...[0m
2023-09-17 12:10:40,827:	[1;34m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.07384[0m
2023-09-17 12:10:40,828:	[1;34m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-17 12:10:40,828:	[1;34m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-17 12:11:45,274:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.446235 seconds ...[0m
2023-09-17 12:11:47,392:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.064750 seconds ...[0m
2023-09-17 12:11:47,393:	[1;34m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.07368[0m
2023-09-17 12:11:47,393:	[1;34m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0474 || HITRATE@5 Avg: 0.1558 || HITRATE@10 Avg: 0.2503 || NDCG@5 Avg: 0.1018 || NDCG@10 Avg: 0.1321[0m
2023-09-17 12:11:47,393:	[1;34m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-17 12:12:51,891:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.497638 seconds ...[0m
2023-09-17 12:12:51,947:	[1;34m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.07354[0m
2023-09-17 12:12:51,947:	[1;34m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-17 12:12:51,947:	[1;34m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-17 12:13:56,534:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.587196 seconds ...[0m
2023-09-17 12:13:56,606:	[1;34m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.07365[0m
2023-09-17 12:13:56,606:	[1;34m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-17 12:13:56,606:	[1;34m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-17 12:15:00,884:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.277087 seconds ...[0m
2023-09-17 12:15:00,944:	[1;34m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.07290[0m
2023-09-17 12:15:00,944:	[1;34m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-17 12:15:00,945:	[1;34m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-17 12:16:06,851:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 65.906145 seconds ...[0m
2023-09-17 12:16:06,922:	[1;34m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.07387[0m
2023-09-17 12:16:06,922:	[1;34m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-17 12:16:06,923:	[1;34m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-17 12:17:10,430:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.506848 seconds ...[0m
2023-09-17 12:17:12,415:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.933136 seconds ...[0m
2023-09-17 12:17:12,416:	[1;34m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.07348[0m
2023-09-17 12:17:12,416:	[1;34m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0467 || HITRATE@5 Avg: 0.1551 || HITRATE@10 Avg: 0.2454 || NDCG@5 Avg: 0.1012 || NDCG@10 Avg: 0.1301[0m
2023-09-17 12:17:12,416:	[1;34m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-17 12:18:15,222:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.805413 seconds ...[0m
2023-09-17 12:18:15,274:	[1;34m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.07402[0m
2023-09-17 12:18:15,274:	[1;34m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-17 12:18:15,274:	[1;34m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-17 12:19:18,452:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.177161 seconds ...[0m
2023-09-17 12:19:18,506:	[1;34m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.07335[0m
2023-09-17 12:19:18,506:	[1;34m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-17 12:19:18,506:	[1;34m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-17 12:20:23,287:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.780409 seconds ...[0m
2023-09-17 12:20:23,364:	[1;34m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.07304[0m
2023-09-17 12:20:23,364:	[1;34m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-17 12:20:23,364:	[1;34m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-17 12:21:27,783:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.418995 seconds ...[0m
2023-09-17 12:21:27,848:	[1;34m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.07311[0m
2023-09-17 12:21:27,849:	[1;34m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-17 12:21:27,849:	[1;34m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-17 12:22:30,516:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.666584 seconds ...[0m
2023-09-17 12:22:32,684:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.112808 seconds ...[0m
2023-09-17 12:22:32,685:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1339*** [0m
2023-09-17 12:22:32,690:	[1;34m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.07297[0m
2023-09-17 12:22:32,690:	[1;34m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0482 || HITRATE@5 Avg: 0.1606 || HITRATE@10 Avg: 0.2522 || NDCG@5 Avg: 0.1047 || NDCG@10 Avg: 0.1339[0m
2023-09-17 12:22:32,690:	[1;34m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-17 12:23:37,491:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.801001 seconds ...[0m
2023-09-17 12:23:37,553:	[1;34m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.07308[0m
2023-09-17 12:23:37,553:	[1;34m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-17 12:23:37,553:	[1;34m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-17 12:24:41,124:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.569990 seconds ...[0m
2023-09-17 12:24:41,186:	[1;34m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.07309[0m
2023-09-17 12:24:41,186:	[1;34m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-17 12:24:41,187:	[1;34m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-17 12:25:45,317:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.130440 seconds ...[0m
2023-09-17 12:25:45,377:	[1;34m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.07275[0m
2023-09-17 12:25:45,377:	[1;34m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-17 12:25:45,377:	[1;34m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-17 12:26:49,042:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.664378 seconds ...[0m
2023-09-17 12:26:49,109:	[1;34m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.07255[0m
2023-09-17 12:26:49,109:	[1;34m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-17 12:26:49,109:	[1;34m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-17 12:27:52,169:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.059145 seconds ...[0m
2023-09-17 12:27:54,132:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.909713 seconds ...[0m
2023-09-17 12:27:54,132:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1359*** [0m
2023-09-17 12:27:54,136:	[1;34m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.07293[0m
2023-09-17 12:27:54,137:	[1;34m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0488 || HITRATE@5 Avg: 0.1646 || HITRATE@10 Avg: 0.2545 || NDCG@5 Avg: 0.1071 || NDCG@10 Avg: 0.1359[0m
2023-09-17 12:27:54,137:	[1;34m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-17 12:28:58,546:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.408961 seconds ...[0m
2023-09-17 12:28:58,609:	[1;34m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.07251[0m
2023-09-17 12:28:58,609:	[1;34m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-17 12:28:58,610:	[1;34m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-17 12:30:03,165:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.555585 seconds ...[0m
2023-09-17 12:30:03,222:	[1;34m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.07260[0m
2023-09-17 12:30:03,223:	[1;34m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-17 12:30:03,223:	[1;34m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-17 12:31:06,561:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.337902 seconds ...[0m
2023-09-17 12:31:06,628:	[1;34m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.07228[0m
2023-09-17 12:31:06,628:	[1;34m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-17 12:31:06,628:	[1;34m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-17 12:32:10,477:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.848350 seconds ...[0m
2023-09-17 12:32:10,537:	[1;34m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.07319[0m
2023-09-17 12:32:10,537:	[1;34m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-17 12:32:10,537:	[1;34m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-17 12:33:13,164:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.626801 seconds ...[0m
2023-09-17 12:33:15,325:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.105676 seconds ...[0m
2023-09-17 12:33:15,326:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1359*** [0m
2023-09-17 12:33:15,330:	[1;34m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.07225[0m
2023-09-17 12:33:15,330:	[1;34m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0495 || HITRATE@5 Avg: 0.1603 || HITRATE@10 Avg: 0.2578 || NDCG@5 Avg: 0.1048 || NDCG@10 Avg: 0.1359[0m
2023-09-17 12:33:15,330:	[1;34m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-17 12:34:19,889:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.558326 seconds ...[0m
2023-09-17 12:34:19,956:	[1;34m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.07198[0m
2023-09-17 12:34:19,956:	[1;34m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-17 12:34:19,956:	[1;34m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-17 12:35:23,979:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.022256 seconds ...[0m
2023-09-17 12:35:24,042:	[1;34m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.07185[0m
2023-09-17 12:35:24,042:	[1;34m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-17 12:35:24,042:	[1;34m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-17 12:36:28,376:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.333385 seconds ...[0m
2023-09-17 12:36:28,438:	[1;34m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.07286[0m
2023-09-17 12:36:28,439:	[1;34m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-17 12:36:28,439:	[1;34m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-17 12:37:32,723:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.284258 seconds ...[0m
2023-09-17 12:37:32,780:	[1;34m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.07182[0m
2023-09-17 12:37:32,780:	[1;34m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-17 12:37:32,781:	[1;34m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-17 12:38:35,501:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.720000 seconds ...[0m
2023-09-17 12:38:37,638:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.071610 seconds ...[0m
2023-09-17 12:38:37,638:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1368*** [0m
2023-09-17 12:38:37,642:	[1;34m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.07212[0m
2023-09-17 12:38:37,643:	[1;34m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0495 || HITRATE@5 Avg: 0.1669 || HITRATE@10 Avg: 0.2566 || NDCG@5 Avg: 0.1079 || NDCG@10 Avg: 0.1368[0m
2023-09-17 12:38:37,643:	[1;34m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-17 12:39:41,760:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.117018 seconds ...[0m
2023-09-17 12:39:41,827:	[1;34m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.07153[0m
2023-09-17 12:39:41,827:	[1;34m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-17 12:39:41,827:	[1;34m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-17 12:40:46,831:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 65.002912 seconds ...[0m
2023-09-17 12:40:46,889:	[1;34m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.07244[0m
2023-09-17 12:40:46,890:	[1;34m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-17 12:40:46,890:	[1;34m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-17 12:41:51,742:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.851930 seconds ...[0m
2023-09-17 12:41:51,815:	[1;34m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.07209[0m
2023-09-17 12:41:51,816:	[1;34m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-17 12:41:51,816:	[1;34m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-17 12:42:56,424:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.607920 seconds ...[0m
2023-09-17 12:42:56,494:	[1;34m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.07206[0m
2023-09-17 12:42:56,494:	[1;34m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-17 12:42:56,494:	[1;34m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-17 12:44:00,908:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.413106 seconds ...[0m
2023-09-17 12:44:02,934:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.963740 seconds ...[0m
2023-09-17 12:44:02,935:	[1;34m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.07221[0m
2023-09-17 12:44:02,935:	[1;34m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0490 || HITRATE@5 Avg: 0.1566 || HITRATE@10 Avg: 0.2512 || NDCG@5 Avg: 0.1035 || NDCG@10 Avg: 0.1338[0m
2023-09-17 12:44:02,935:	[1;34m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-17 12:45:08,487:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 65.551749 seconds ...[0m
2023-09-17 12:45:08,552:	[1;34m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.07162[0m
2023-09-17 12:45:08,552:	[1;34m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-17 12:45:08,552:	[1;34m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-17 12:46:13,690:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 65.138303 seconds ...[0m
2023-09-17 12:46:13,752:	[1;34m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.07180[0m
2023-09-17 12:46:13,752:	[1;34m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-17 12:46:13,752:	[1;34m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-17 12:47:17,439:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.686565 seconds ...[0m
2023-09-17 12:47:17,502:	[1;34m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.07152[0m
2023-09-17 12:47:17,502:	[1;34m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-17 12:47:17,502:	[1;34m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-17 12:48:21,081:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.578730 seconds ...[0m
2023-09-17 12:48:21,145:	[1;34m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.07144[0m
2023-09-17 12:48:21,145:	[1;34m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-17 12:48:21,145:	[1;34m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-17 12:49:25,633:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.487223 seconds ...[0m
2023-09-17 12:49:27,803:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.111535 seconds ...[0m
2023-09-17 12:49:27,804:	[1;34m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.07132[0m
2023-09-17 12:49:27,804:	[1;34m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0482 || HITRATE@5 Avg: 0.1626 || HITRATE@10 Avg: 0.2535 || NDCG@5 Avg: 0.1061 || NDCG@10 Avg: 0.1350[0m
2023-09-17 12:49:27,804:	[1;34m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-17 12:50:32,366:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.562033 seconds ...[0m
2023-09-17 12:50:32,444:	[1;34m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.07170[0m
2023-09-17 12:50:32,445:	[1;34m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-17 12:50:32,445:	[1;34m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-17 12:51:37,093:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.647644 seconds ...[0m
2023-09-17 12:51:37,156:	[1;34m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.07138[0m
2023-09-17 12:51:37,156:	[1;34m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-17 12:51:37,156:	[1;34m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-17 12:52:42,096:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.940102 seconds ...[0m
2023-09-17 12:52:42,158:	[1;34m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.07132[0m
2023-09-17 12:52:42,158:	[1;34m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-17 12:52:42,158:	[1;34m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-17 12:53:45,527:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.368675 seconds ...[0m
2023-09-17 12:53:45,587:	[1;34m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.07128[0m
2023-09-17 12:53:45,587:	[1;34m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-17 12:53:45,587:	[1;34m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-17 12:54:49,441:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.853557 seconds ...[0m
2023-09-17 12:54:51,598:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.084868 seconds ...[0m
2023-09-17 12:54:51,599:	[1;34m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.07126[0m
2023-09-17 12:54:51,599:	[1;34m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0512 || HITRATE@5 Avg: 0.1555 || HITRATE@10 Avg: 0.2513 || NDCG@5 Avg: 0.1031 || NDCG@10 Avg: 0.1339[0m
2023-09-17 12:54:51,599:	[1;34m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-17 12:55:56,142:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.542823 seconds ...[0m
2023-09-17 12:55:56,200:	[1;34m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.07042[0m
2023-09-17 12:55:56,200:	[1;34m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-17 12:55:56,200:	[1;34m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-17 12:57:00,689:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.488618 seconds ...[0m
2023-09-17 12:57:00,763:	[1;34m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.07140[0m
2023-09-17 12:57:00,763:	[1;34m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-17 12:57:00,763:	[1;34m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-17 12:58:04,681:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.917307 seconds ...[0m
2023-09-17 12:58:04,753:	[1;34m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.07047[0m
2023-09-17 12:58:04,753:	[1;34m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-17 12:58:04,753:	[1;34m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-17 12:59:09,758:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 65.004779 seconds ...[0m
2023-09-17 12:59:09,829:	[1;34m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.07113[0m
2023-09-17 12:59:09,830:	[1;34m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-17 12:59:09,830:	[1;34m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-17 13:00:14,892:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 65.062358 seconds ...[0m
2023-09-17 13:00:16,998:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.050422 seconds ...[0m
2023-09-17 13:00:16,998:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1369*** [0m
2023-09-17 13:00:17,002:	[1;34m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.07120[0m
2023-09-17 13:00:17,002:	[1;34m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0502 || HITRATE@5 Avg: 0.1654 || HITRATE@10 Avg: 0.2553 || NDCG@5 Avg: 0.1080 || NDCG@10 Avg: 0.1369[0m
2023-09-17 13:00:17,003:	[1;34m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-17 13:01:20,710:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.707004 seconds ...[0m
2023-09-17 13:01:20,776:	[1;34m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.07043[0m
2023-09-17 13:01:20,777:	[1;34m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-17 13:01:20,777:	[1;34m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-17 13:02:24,850:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.073367 seconds ...[0m
2023-09-17 13:02:24,910:	[1;34m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.07104[0m
2023-09-17 13:02:24,910:	[1;34m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-17 13:02:24,910:	[1;34m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-17 13:03:29,609:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.698359 seconds ...[0m
2023-09-17 13:03:29,676:	[1;34m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.07021[0m
2023-09-17 13:03:29,676:	[1;34m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-17 13:03:29,676:	[1;34m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-17 13:04:33,614:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.937484 seconds ...[0m
2023-09-17 13:04:33,688:	[1;34m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.07090[0m
2023-09-17 13:04:33,688:	[1;34m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-17 13:04:33,688:	[1;34m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-17 13:05:37,635:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.946074 seconds ...[0m
2023-09-17 13:05:39,907:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.206489 seconds ...[0m
2023-09-17 13:05:39,908:	[1;34m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.07054[0m
2023-09-17 13:05:39,908:	[1;34m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0500 || HITRATE@5 Avg: 0.1642 || HITRATE@10 Avg: 0.2553 || NDCG@5 Avg: 0.1072 || NDCG@10 Avg: 0.1365[0m
2023-09-17 13:05:39,908:	[1;34m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-17 13:06:44,044:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.135049 seconds ...[0m
2023-09-17 13:06:44,106:	[1;34m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.07073[0m
2023-09-17 13:06:44,106:	[1;34m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-17 13:06:44,106:	[1;34m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-17 13:07:48,711:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.604487 seconds ...[0m
2023-09-17 13:07:48,772:	[1;34m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.07021[0m
2023-09-17 13:07:48,773:	[1;34m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-17 13:07:48,773:	[1;34m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-17 13:08:52,997:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.224291 seconds ...[0m
2023-09-17 13:08:53,057:	[1;34m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.07049[0m
2023-09-17 13:08:53,057:	[1;34m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-17 13:08:53,057:	[1;34m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-17 13:09:56,780:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.722507 seconds ...[0m
2023-09-17 13:09:56,852:	[1;34m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.07003[0m
2023-09-17 13:09:56,852:	[1;34m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-17 13:09:56,852:	[1;34m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-17 13:11:01,482:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.629713 seconds ...[0m
2023-09-17 13:11:03,696:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.153383 seconds ...[0m
2023-09-17 13:11:03,696:	[1;34m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.06989[0m
2023-09-17 13:11:03,696:	[1;34m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0470 || HITRATE@5 Avg: 0.1687 || HITRATE@10 Avg: 0.2546 || NDCG@5 Avg: 0.1080 || NDCG@10 Avg: 0.1357[0m
2023-09-17 13:11:03,697:	[1;34m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-17 13:12:08,341:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.644091 seconds ...[0m
2023-09-17 13:12:08,411:	[1;34m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.07093[0m
2023-09-17 13:12:08,411:	[1;34m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-17 13:12:08,411:	[1;34m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-17 13:13:13,343:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.931755 seconds ...[0m
2023-09-17 13:13:13,399:	[1;34m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.07069[0m
2023-09-17 13:13:13,399:	[1;34m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-17 13:13:13,399:	[1;34m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-17 13:14:17,618:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.218561 seconds ...[0m
2023-09-17 13:14:17,672:	[1;34m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.07058[0m
2023-09-17 13:14:17,673:	[1;34m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-17 13:14:17,673:	[1;34m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-17 13:15:22,208:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.534955 seconds ...[0m
2023-09-17 13:15:22,268:	[1;34m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.07082[0m
2023-09-17 13:15:22,269:	[1;34m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-17 13:15:22,269:	[1;34m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-17 13:16:26,557:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.287996 seconds ...[0m
2023-09-17 13:16:28,589:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.977648 seconds ...[0m
2023-09-17 13:16:28,589:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1393*** [0m
2023-09-17 13:16:28,593:	[1;34m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.07005[0m
2023-09-17 13:16:28,593:	[1;34m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0507 || HITRATE@5 Avg: 0.1642 || HITRATE@10 Avg: 0.2609 || NDCG@5 Avg: 0.1082 || NDCG@10 Avg: 0.1393[0m
2023-09-17 13:16:28,593:	[1;34m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-17 13:17:31,378:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.784548 seconds ...[0m
2023-09-17 13:17:31,441:	[1;34m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.07054[0m
2023-09-17 13:17:31,441:	[1;34m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-17 13:17:31,442:	[1;34m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-17 13:18:35,237:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.795180 seconds ...[0m
2023-09-17 13:18:35,292:	[1;34m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.07024[0m
2023-09-17 13:18:35,292:	[1;34m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-17 13:18:35,292:	[1;34m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-17 13:19:38,202:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.910206 seconds ...[0m
2023-09-17 13:19:38,256:	[1;34m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.07023[0m
2023-09-17 13:19:38,256:	[1;34m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-17 13:19:38,256:	[1;34m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-17 13:20:40,576:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.319772 seconds ...[0m
2023-09-17 13:20:40,629:	[1;34m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.07000[0m
2023-09-17 13:20:40,629:	[1;34m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-17 13:20:40,629:	[1;34m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-17 13:21:44,089:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.459342 seconds ...[0m
2023-09-17 13:21:45,990:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.850199 seconds ...[0m
2023-09-17 13:21:45,990:	[1;34m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.06985[0m
2023-09-17 13:21:45,991:	[1;34m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0465 || HITRATE@5 Avg: 0.1608 || HITRATE@10 Avg: 0.2540 || NDCG@5 Avg: 0.1041 || NDCG@10 Avg: 0.1341[0m
2023-09-17 13:21:45,991:	[1;34m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-17 13:22:50,027:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.035631 seconds ...[0m
2023-09-17 13:22:50,088:	[1;34m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.07022[0m
2023-09-17 13:22:50,088:	[1;34m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-17 13:22:50,088:	[1;34m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-17 13:23:54,593:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.504786 seconds ...[0m
2023-09-17 13:23:54,646:	[1;34m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.06992[0m
2023-09-17 13:23:54,647:	[1;34m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-17 13:23:54,647:	[1;34m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-17 13:24:57,745:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.097817 seconds ...[0m
2023-09-17 13:24:57,803:	[1;34m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.06997[0m
2023-09-17 13:24:57,803:	[1;34m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-17 13:24:57,804:	[1;34m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-17 13:26:01,479:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.675019 seconds ...[0m
2023-09-17 13:26:01,545:	[1;34m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.07012[0m
2023-09-17 13:26:01,545:	[1;34m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-17 13:26:01,545:	[1;34m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-17 13:27:06,084:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.538174 seconds ...[0m
2023-09-17 13:27:08,125:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.986539 seconds ...[0m
2023-09-17 13:27:08,125:	[1;34m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.06991[0m
2023-09-17 13:27:08,125:	[1;34m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0440 || HITRATE@5 Avg: 0.1629 || HITRATE@10 Avg: 0.2550 || NDCG@5 Avg: 0.1041 || NDCG@10 Avg: 0.1337[0m
2023-09-17 13:27:08,125:	[1;34m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-17 13:28:11,928:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.802508 seconds ...[0m
2023-09-17 13:28:11,982:	[1;34m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.07009[0m
2023-09-17 13:28:11,982:	[1;34m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-17 13:28:11,983:	[1;34m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-17 13:29:16,628:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.645180 seconds ...[0m
2023-09-17 13:29:16,696:	[1;34m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.06992[0m
2023-09-17 13:29:16,696:	[1;34m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-17 13:29:16,696:	[1;34m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-17 13:30:19,508:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.811910 seconds ...[0m
2023-09-17 13:30:19,563:	[1;34m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.06947[0m
2023-09-17 13:30:19,563:	[1;34m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-17 13:30:19,563:	[1;34m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-17 13:31:22,362:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.798507 seconds ...[0m
2023-09-17 13:31:22,416:	[1;34m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.07026[0m
2023-09-17 13:31:22,416:	[1;34m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-17 13:31:22,416:	[1;34m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-17 13:32:25,409:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.992510 seconds ...[0m
2023-09-17 13:32:27,371:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.901369 seconds ...[0m
2023-09-17 13:32:27,372:	[1;34m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.06989[0m
2023-09-17 13:32:27,372:	[1;34m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0502 || HITRATE@5 Avg: 0.1702 || HITRATE@10 Avg: 0.2583 || NDCG@5 Avg: 0.1108 || NDCG@10 Avg: 0.1391[0m
2023-09-17 13:32:27,372:	[1;34m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-17 13:33:30,337:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.964760 seconds ...[0m
2023-09-17 13:33:30,397:	[1;34m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.06970[0m
2023-09-17 13:33:30,397:	[1;34m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-17 13:33:30,397:	[1;34m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-17 13:34:33,439:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.042137 seconds ...[0m
2023-09-17 13:34:33,493:	[1;34m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.06976[0m
2023-09-17 13:34:33,494:	[1;34m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-17 13:34:33,494:	[1;34m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-17 13:35:36,527:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.032778 seconds ...[0m
2023-09-17 13:35:36,579:	[1;34m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.06935[0m
2023-09-17 13:35:36,579:	[1;34m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-17 13:35:36,580:	[1;34m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-17 13:36:38,828:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.247971 seconds ...[0m
2023-09-17 13:36:38,882:	[1;34m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.06988[0m
2023-09-17 13:36:38,882:	[1;34m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-17 13:36:38,882:	[1;34m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-17 13:37:41,854:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.971339 seconds ...[0m
2023-09-17 13:37:43,837:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.929643 seconds ...[0m
2023-09-17 13:37:43,838:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1416*** [0m
2023-09-17 13:37:43,842:	[1;34m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.06958[0m
2023-09-17 13:37:43,842:	[1;34m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0497 || HITRATE@5 Avg: 0.1722 || HITRATE@10 Avg: 0.2682 || NDCG@5 Avg: 0.1106 || NDCG@10 Avg: 0.1416[0m
2023-09-17 13:37:43,842:	[1;34m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-17 13:38:47,824:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.981396 seconds ...[0m
2023-09-17 13:38:47,890:	[1;34m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.06970[0m
2023-09-17 13:38:47,891:	[1;34m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-17 13:38:47,891:	[1;34m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-17 13:39:51,346:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.455059 seconds ...[0m
2023-09-17 13:39:51,399:	[1;34m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.06958[0m
2023-09-17 13:39:51,399:	[1;34m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-17 13:39:51,399:	[1;34m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-17 13:40:54,773:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.373677 seconds ...[0m
2023-09-17 13:40:54,826:	[1;34m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.06933[0m
2023-09-17 13:40:54,827:	[1;34m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-17 13:40:54,827:	[1;34m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-17 13:41:57,507:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.679556 seconds ...[0m
2023-09-17 13:41:57,568:	[1;34m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.07042[0m
2023-09-17 13:41:57,568:	[1;34m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-17 13:41:57,568:	[1;34m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-17 13:43:00,603:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.034585 seconds ...[0m
2023-09-17 13:43:02,678:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.012026 seconds ...[0m
2023-09-17 13:43:02,678:	[1;34m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.06949[0m
2023-09-17 13:43:02,678:	[1;34m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0488 || HITRATE@5 Avg: 0.1692 || HITRATE@10 Avg: 0.2619 || NDCG@5 Avg: 0.1096 || NDCG@10 Avg: 0.1394[0m
2023-09-17 13:43:02,679:	[1;34m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-17 13:44:06,128:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.449160 seconds ...[0m
2023-09-17 13:44:06,191:	[1;34m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.06961[0m
2023-09-17 13:44:06,191:	[1;34m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-17 13:44:06,191:	[1;34m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-17 13:45:09,655:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.464390 seconds ...[0m
2023-09-17 13:45:09,719:	[1;34m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.06927[0m
2023-09-17 13:45:09,720:	[1;34m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-17 13:45:09,720:	[1;34m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-17 13:46:13,166:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.446145 seconds ...[0m
2023-09-17 13:46:13,220:	[1;34m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.06937[0m
2023-09-17 13:46:13,220:	[1;34m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-17 13:46:13,220:	[1;34m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-17 13:47:16,767:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.546659 seconds ...[0m
2023-09-17 13:47:16,823:	[1;34m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.06990[0m
2023-09-17 13:47:16,823:	[1;34m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-17 13:47:16,823:	[1;34m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-17 13:48:20,933:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.110043 seconds ...[0m
2023-09-17 13:48:23,124:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.126837 seconds ...[0m
2023-09-17 13:48:23,125:	[1;34m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.06935[0m
2023-09-17 13:48:23,125:	[1;34m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0510 || HITRATE@5 Avg: 0.1586 || HITRATE@10 Avg: 0.2541 || NDCG@5 Avg: 0.1049 || NDCG@10 Avg: 0.1356[0m
2023-09-17 13:48:23,125:	[1;34m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-17 13:49:26,450:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.325074 seconds ...[0m
2023-09-17 13:49:26,516:	[1;34m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.06940[0m
2023-09-17 13:49:26,517:	[1;34m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-17 13:49:26,517:	[1;34m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-17 13:50:30,242:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.725100 seconds ...[0m
2023-09-17 13:50:30,297:	[1;34m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.06913[0m
2023-09-17 13:50:30,297:	[1;34m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-17 13:50:30,297:	[1;34m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-17 13:51:33,994:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.696190 seconds ...[0m
2023-09-17 13:51:34,048:	[1;34m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.06927[0m
2023-09-17 13:51:34,048:	[1;34m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-17 13:51:34,048:	[1;34m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-17 13:52:35,844:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 61.795055 seconds ...[0m
2023-09-17 13:52:35,908:	[1;34m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.06909[0m
2023-09-17 13:52:35,908:	[1;34m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-17 13:52:35,908:	[1;34m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-17 13:53:38,935:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.026710 seconds ...[0m
2023-09-17 13:53:40,899:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.910769 seconds ...[0m
2023-09-17 13:53:40,900:	[1;34m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.06921[0m
2023-09-17 13:53:40,900:	[1;34m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0507 || HITRATE@5 Avg: 0.1646 || HITRATE@10 Avg: 0.2570 || NDCG@5 Avg: 0.1079 || NDCG@10 Avg: 0.1377[0m
2023-09-17 13:53:40,900:	[1;34m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-17 13:54:43,618:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.717433 seconds ...[0m
2023-09-17 13:54:43,679:	[1;34m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.06932[0m
2023-09-17 13:54:43,680:	[1;34m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-17 13:54:43,680:	[1;34m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-17 13:55:46,730:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.050348 seconds ...[0m
2023-09-17 13:55:46,789:	[1;34m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.07059[0m
2023-09-17 13:55:46,789:	[1;34m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-17 13:55:46,789:	[1;34m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-17 13:56:49,433:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.643631 seconds ...[0m
2023-09-17 13:56:49,486:	[1;34m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.06878[0m
2023-09-17 13:56:49,486:	[1;34m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-17 13:56:49,486:	[1;34m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-17 13:57:52,982:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.496055 seconds ...[0m
2023-09-17 13:57:53,039:	[1;34m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.07173[0m
2023-09-17 13:57:53,039:	[1;34m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-17 13:57:53,039:	[1;34m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-17 13:58:56,887:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.847891 seconds ...[0m
2023-09-17 13:58:58,862:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.919621 seconds ...[0m
2023-09-17 13:58:58,862:	[1;34m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.06883[0m
2023-09-17 13:58:58,862:	[1;34m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0517 || HITRATE@5 Avg: 0.1697 || HITRATE@10 Avg: 0.2629 || NDCG@5 Avg: 0.1108 || NDCG@10 Avg: 0.1408[0m
2023-09-17 13:58:58,863:	[1;34m[Coach] >>> TEST  @Epoch: 200  >>> [0m
2023-09-17 14:00:02,160:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.297690 seconds ...[0m
2023-09-17 14:00:02,214:	[1;34m[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.06902[0m
2023-09-17 14:00:02,215:	[1;34m[Coach] >>> VALID @Epoch: 201  >>> [0m
2023-09-17 14:00:02,215:	[1;34m[Coach] >>> TEST  @Epoch: 201  >>> [0m
2023-09-17 14:01:05,886:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.671172 seconds ...[0m
2023-09-17 14:01:05,953:	[1;34m[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.06862[0m
2023-09-17 14:01:05,954:	[1;34m[Coach] >>> VALID @Epoch: 202  >>> [0m
2023-09-17 14:01:05,954:	[1;34m[Coach] >>> TEST  @Epoch: 202  >>> [0m
2023-09-17 14:02:09,268:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.313607 seconds ...[0m
2023-09-17 14:02:09,328:	[1;34m[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.06861[0m
2023-09-17 14:02:09,329:	[1;34m[Coach] >>> VALID @Epoch: 203  >>> [0m
2023-09-17 14:02:09,329:	[1;34m[Coach] >>> TEST  @Epoch: 203  >>> [0m
2023-09-17 14:03:11,775:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.445822 seconds ...[0m
2023-09-17 14:03:11,827:	[1;34m[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.06916[0m
2023-09-17 14:03:11,827:	[1;34m[Coach] >>> VALID @Epoch: 204  >>> [0m
2023-09-17 14:03:11,827:	[1;34m[Coach] >>> TEST  @Epoch: 204  >>> [0m
2023-09-17 14:04:15,123:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.294875 seconds ...[0m
2023-09-17 14:04:17,024:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.842856 seconds ...[0m
2023-09-17 14:04:17,024:	[1;34m[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.06894[0m
2023-09-17 14:04:17,025:	[1;34m[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0482 || HITRATE@5 Avg: 0.1632 || HITRATE@10 Avg: 0.2599 || NDCG@5 Avg: 0.1055 || NDCG@10 Avg: 0.1366[0m
2023-09-17 14:04:17,025:	[1;34m[Coach] >>> TEST  @Epoch: 205  >>> [0m
2023-09-17 14:05:20,395:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.370080 seconds ...[0m
2023-09-17 14:05:20,457:	[1;34m[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.06908[0m
2023-09-17 14:05:20,457:	[1;34m[Coach] >>> VALID @Epoch: 206  >>> [0m
2023-09-17 14:05:20,458:	[1;34m[Coach] >>> TEST  @Epoch: 206  >>> [0m
2023-09-17 14:06:24,331:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.873315 seconds ...[0m
2023-09-17 14:06:24,385:	[1;34m[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.06866[0m
2023-09-17 14:06:24,386:	[1;34m[Coach] >>> VALID @Epoch: 207  >>> [0m
2023-09-17 14:06:24,386:	[1;34m[Coach] >>> TEST  @Epoch: 207  >>> [0m
2023-09-17 14:07:28,842:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.453324 seconds ...[0m
2023-09-17 14:07:28,915:	[1;34m[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.06909[0m
2023-09-17 14:07:28,915:	[1;34m[Coach] >>> VALID @Epoch: 208  >>> [0m
2023-09-17 14:07:28,916:	[1;34m[Coach] >>> TEST  @Epoch: 208  >>> [0m
2023-09-17 14:08:32,276:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.359940 seconds ...[0m
2023-09-17 14:08:32,344:	[1;34m[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.07006[0m
2023-09-17 14:08:32,344:	[1;34m[Coach] >>> VALID @Epoch: 209  >>> [0m
2023-09-17 14:08:32,344:	[1;34m[Coach] >>> TEST  @Epoch: 209  >>> [0m
2023-09-17 14:09:36,734:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.389324 seconds ...[0m
2023-09-17 14:09:38,749:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.945489 seconds ...[0m
2023-09-17 14:09:38,749:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.1435*** [0m
2023-09-17 14:09:38,753:	[1;34m[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.06931[0m
2023-09-17 14:09:38,753:	[1;34m[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0528 || HITRATE@5 Avg: 0.1742 || HITRATE@10 Avg: 0.2661 || NDCG@5 Avg: 0.1138 || NDCG@10 Avg: 0.1435[0m
2023-09-17 14:09:38,753:	[1;34m[Coach] >>> TEST  @Epoch: 210  >>> [0m
2023-09-17 14:10:42,934:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.180203 seconds ...[0m
2023-09-17 14:10:42,994:	[1;34m[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.06898[0m
2023-09-17 14:10:42,994:	[1;34m[Coach] >>> VALID @Epoch: 211  >>> [0m
2023-09-17 14:10:42,994:	[1;34m[Coach] >>> TEST  @Epoch: 211  >>> [0m
2023-09-17 14:11:47,521:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.527101 seconds ...[0m
2023-09-17 14:11:47,577:	[1;34m[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.06859[0m
2023-09-17 14:11:47,577:	[1;34m[Coach] >>> VALID @Epoch: 212  >>> [0m
2023-09-17 14:11:47,577:	[1;34m[Coach] >>> TEST  @Epoch: 212  >>> [0m
2023-09-17 14:12:51,862:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.285141 seconds ...[0m
2023-09-17 14:12:51,915:	[1;34m[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.06879[0m
2023-09-17 14:12:51,915:	[1;34m[Coach] >>> VALID @Epoch: 213  >>> [0m
2023-09-17 14:12:51,915:	[1;34m[Coach] >>> TEST  @Epoch: 213  >>> [0m
2023-09-17 14:13:54,711:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.795143 seconds ...[0m
2023-09-17 14:13:54,762:	[1;34m[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.06883[0m
2023-09-17 14:13:54,763:	[1;34m[Coach] >>> VALID @Epoch: 214  >>> [0m
2023-09-17 14:13:54,763:	[1;34m[Coach] >>> TEST  @Epoch: 214  >>> [0m
2023-09-17 14:14:57,443:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.679758 seconds ...[0m
2023-09-17 14:14:59,406:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.899135 seconds ...[0m
2023-09-17 14:14:59,406:	[1;34m[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.06846[0m
2023-09-17 14:14:59,407:	[1;34m[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0525 || HITRATE@5 Avg: 0.1710 || HITRATE@10 Avg: 0.2629 || NDCG@5 Avg: 0.1122 || NDCG@10 Avg: 0.1418[0m
2023-09-17 14:14:59,407:	[1;34m[Coach] >>> TEST  @Epoch: 215  >>> [0m
2023-09-17 14:16:02,675:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.267991 seconds ...[0m
2023-09-17 14:16:02,741:	[1;34m[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.06880[0m
2023-09-17 14:16:02,741:	[1;34m[Coach] >>> VALID @Epoch: 216  >>> [0m
2023-09-17 14:16:02,741:	[1;34m[Coach] >>> TEST  @Epoch: 216  >>> [0m
2023-09-17 14:17:05,634:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.892512 seconds ...[0m
2023-09-17 14:17:05,697:	[1;34m[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.06827[0m
2023-09-17 14:17:05,697:	[1;34m[Coach] >>> VALID @Epoch: 217  >>> [0m
2023-09-17 14:17:05,697:	[1;34m[Coach] >>> TEST  @Epoch: 217  >>> [0m
2023-09-17 14:18:08,336:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.638685 seconds ...[0m
2023-09-17 14:18:08,386:	[1;34m[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.06872[0m
2023-09-17 14:18:08,387:	[1;34m[Coach] >>> VALID @Epoch: 218  >>> [0m
2023-09-17 14:18:08,387:	[1;34m[Coach] >>> TEST  @Epoch: 218  >>> [0m
2023-09-17 14:19:10,241:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 61.854385 seconds ...[0m
2023-09-17 14:19:10,291:	[1;34m[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.06844[0m
2023-09-17 14:19:10,291:	[1;34m[Coach] >>> VALID @Epoch: 219  >>> [0m
2023-09-17 14:19:10,291:	[1;34m[Coach] >>> TEST  @Epoch: 219  >>> [0m
2023-09-17 14:20:12,386:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.094269 seconds ...[0m
2023-09-17 14:20:14,393:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.958760 seconds ...[0m
2023-09-17 14:20:14,394:	[1;34m[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.06860[0m
2023-09-17 14:20:14,394:	[1;34m[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0485 || HITRATE@5 Avg: 0.1719 || HITRATE@10 Avg: 0.2621 || NDCG@5 Avg: 0.1095 || NDCG@10 Avg: 0.1386[0m
2023-09-17 14:20:14,394:	[1;34m[Coach] >>> TEST  @Epoch: 220  >>> [0m
2023-09-17 14:21:17,169:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.774424 seconds ...[0m
2023-09-17 14:21:17,219:	[1;34m[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.06877[0m
2023-09-17 14:21:17,219:	[1;34m[Coach] >>> VALID @Epoch: 221  >>> [0m
2023-09-17 14:21:17,219:	[1;34m[Coach] >>> TEST  @Epoch: 221  >>> [0m
2023-09-17 14:22:19,675:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.455515 seconds ...[0m
2023-09-17 14:22:19,726:	[1;34m[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.06860[0m
2023-09-17 14:22:19,726:	[1;34m[Coach] >>> VALID @Epoch: 222  >>> [0m
2023-09-17 14:22:19,726:	[1;34m[Coach] >>> TEST  @Epoch: 222  >>> [0m
2023-09-17 14:23:22,301:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.575253 seconds ...[0m
2023-09-17 14:23:22,368:	[1;34m[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.06842[0m
2023-09-17 14:23:22,369:	[1;34m[Coach] >>> VALID @Epoch: 223  >>> [0m
2023-09-17 14:23:22,369:	[1;34m[Coach] >>> TEST  @Epoch: 223  >>> [0m
2023-09-17 14:24:24,000:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 61.631186 seconds ...[0m
2023-09-17 14:24:24,051:	[1;34m[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.06902[0m
2023-09-17 14:24:24,051:	[1;34m[Coach] >>> VALID @Epoch: 224  >>> [0m
2023-09-17 14:24:24,052:	[1;34m[Coach] >>> TEST  @Epoch: 224  >>> [0m
2023-09-17 14:25:27,020:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.968394 seconds ...[0m
2023-09-17 14:25:29,083:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.005508 seconds ...[0m
2023-09-17 14:25:29,083:	[1;34m[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.06852[0m
2023-09-17 14:25:29,083:	[1;34m[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0470 || HITRATE@5 Avg: 0.1659 || HITRATE@10 Avg: 0.2609 || NDCG@5 Avg: 0.1065 || NDCG@10 Avg: 0.1369[0m
2023-09-17 14:25:29,083:	[1;34m[Coach] >>> TEST  @Epoch: 225  >>> [0m
2023-09-17 14:26:32,629:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.545462 seconds ...[0m
2023-09-17 14:26:32,689:	[1;34m[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.06923[0m
2023-09-17 14:26:32,689:	[1;34m[Coach] >>> VALID @Epoch: 226  >>> [0m
2023-09-17 14:26:32,689:	[1;34m[Coach] >>> TEST  @Epoch: 226  >>> [0m
2023-09-17 14:27:36,566:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.876637 seconds ...[0m
2023-09-17 14:27:36,619:	[1;34m[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.06821[0m
2023-09-17 14:27:36,619:	[1;34m[Coach] >>> VALID @Epoch: 227  >>> [0m
2023-09-17 14:27:36,619:	[1;34m[Coach] >>> TEST  @Epoch: 227  >>> [0m
2023-09-17 14:28:40,078:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.458140 seconds ...[0m
2023-09-17 14:28:40,129:	[1;34m[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.06877[0m
2023-09-17 14:28:40,129:	[1;34m[Coach] >>> VALID @Epoch: 228  >>> [0m
2023-09-17 14:28:40,129:	[1;34m[Coach] >>> TEST  @Epoch: 228  >>> [0m
2023-09-17 14:29:42,942:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.812332 seconds ...[0m
2023-09-17 14:29:42,994:	[1;34m[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.06845[0m
2023-09-17 14:29:42,994:	[1;34m[Coach] >>> VALID @Epoch: 229  >>> [0m
2023-09-17 14:29:42,994:	[1;34m[Coach] >>> TEST  @Epoch: 229  >>> [0m
2023-09-17 14:30:46,577:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.583348 seconds ...[0m
2023-09-17 14:30:48,499:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.866946 seconds ...[0m
2023-09-17 14:30:48,499:	[1;34m[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.06814[0m
2023-09-17 14:30:48,499:	[1;34m[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0513 || HITRATE@5 Avg: 0.1719 || HITRATE@10 Avg: 0.2646 || NDCG@5 Avg: 0.1113 || NDCG@10 Avg: 0.1411[0m
2023-09-17 14:30:48,499:	[1;34m[Coach] >>> TEST  @Epoch: 230  >>> [0m
2023-09-17 14:31:52,566:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.066804 seconds ...[0m
2023-09-17 14:31:52,624:	[1;34m[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.06859[0m
2023-09-17 14:31:52,624:	[1;34m[Coach] >>> VALID @Epoch: 231  >>> [0m
2023-09-17 14:31:52,624:	[1;34m[Coach] >>> TEST  @Epoch: 231  >>> [0m
2023-09-17 14:32:56,913:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.289391 seconds ...[0m
2023-09-17 14:32:56,965:	[1;34m[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.06741[0m
2023-09-17 14:32:56,965:	[1;34m[Coach] >>> VALID @Epoch: 232  >>> [0m
2023-09-17 14:32:56,965:	[1;34m[Coach] >>> TEST  @Epoch: 232  >>> [0m
2023-09-17 14:34:01,121:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.155498 seconds ...[0m
2023-09-17 14:34:01,181:	[1;34m[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.06788[0m
2023-09-17 14:34:01,181:	[1;34m[Coach] >>> VALID @Epoch: 233  >>> [0m
2023-09-17 14:34:01,181:	[1;34m[Coach] >>> TEST  @Epoch: 233  >>> [0m
2023-09-17 14:35:04,555:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.373631 seconds ...[0m
2023-09-17 14:35:04,607:	[1;34m[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.06821[0m
2023-09-17 14:35:04,607:	[1;34m[Coach] >>> VALID @Epoch: 234  >>> [0m
2023-09-17 14:35:04,608:	[1;34m[Coach] >>> TEST  @Epoch: 234  >>> [0m
2023-09-17 14:36:08,572:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.963822 seconds ...[0m
2023-09-17 14:36:10,489:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.866104 seconds ...[0m
2023-09-17 14:36:10,489:	[1;34m[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.06856[0m
2023-09-17 14:36:10,489:	[1;34m[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0495 || HITRATE@5 Avg: 0.1700 || HITRATE@10 Avg: 0.2611 || NDCG@5 Avg: 0.1102 || NDCG@10 Avg: 0.1395[0m
2023-09-17 14:36:10,489:	[1;34m[Coach] >>> TEST  @Epoch: 235  >>> [0m
2023-09-17 14:37:14,316:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.826749 seconds ...[0m
2023-09-17 14:37:14,374:	[1;34m[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.06862[0m
2023-09-17 14:37:14,375:	[1;34m[Coach] >>> VALID @Epoch: 236  >>> [0m
2023-09-17 14:37:14,375:	[1;34m[Coach] >>> TEST  @Epoch: 236  >>> [0m
2023-09-17 14:38:18,562:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.186729 seconds ...[0m
2023-09-17 14:38:18,624:	[1;34m[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.06837[0m
2023-09-17 14:38:18,624:	[1;34m[Coach] >>> VALID @Epoch: 237  >>> [0m
2023-09-17 14:38:18,624:	[1;34m[Coach] >>> TEST  @Epoch: 237  >>> [0m
2023-09-17 14:39:22,248:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.623415 seconds ...[0m
2023-09-17 14:39:22,303:	[1;34m[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.06860[0m
2023-09-17 14:39:22,303:	[1;34m[Coach] >>> VALID @Epoch: 238  >>> [0m
2023-09-17 14:39:22,304:	[1;34m[Coach] >>> TEST  @Epoch: 238  >>> [0m
2023-09-17 14:40:25,428:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.124347 seconds ...[0m
2023-09-17 14:40:25,480:	[1;34m[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.06897[0m
2023-09-17 14:40:25,480:	[1;34m[Coach] >>> VALID @Epoch: 239  >>> [0m
2023-09-17 14:40:25,480:	[1;34m[Coach] >>> TEST  @Epoch: 239  >>> [0m
2023-09-17 14:41:29,176:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.696152 seconds ...[0m
2023-09-17 14:41:31,190:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.962437 seconds ...[0m
2023-09-17 14:41:31,191:	[1;34m[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.06815[0m
2023-09-17 14:41:31,191:	[1;34m[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0503 || HITRATE@5 Avg: 0.1717 || HITRATE@10 Avg: 0.2623 || NDCG@5 Avg: 0.1109 || NDCG@10 Avg: 0.1402[0m
2023-09-17 14:41:31,191:	[1;34m[Coach] >>> TEST  @Epoch: 240  >>> [0m
2023-09-17 14:42:35,461:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.269921 seconds ...[0m
2023-09-17 14:42:35,512:	[1;34m[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.06817[0m
2023-09-17 14:42:35,512:	[1;34m[Coach] >>> VALID @Epoch: 241  >>> [0m
2023-09-17 14:42:35,513:	[1;34m[Coach] >>> TEST  @Epoch: 241  >>> [0m
2023-09-17 14:43:39,341:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.827814 seconds ...[0m
2023-09-17 14:43:39,392:	[1;34m[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.06797[0m
2023-09-17 14:43:39,392:	[1;34m[Coach] >>> VALID @Epoch: 242  >>> [0m
2023-09-17 14:43:39,392:	[1;34m[Coach] >>> TEST  @Epoch: 242  >>> [0m
2023-09-17 14:44:43,382:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.989147 seconds ...[0m
2023-09-17 14:44:43,440:	[1;34m[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.06839[0m
2023-09-17 14:44:43,440:	[1;34m[Coach] >>> VALID @Epoch: 243  >>> [0m
2023-09-17 14:44:43,440:	[1;34m[Coach] >>> TEST  @Epoch: 243  >>> [0m
2023-09-17 14:45:46,378:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.937626 seconds ...[0m
2023-09-17 14:45:46,429:	[1;34m[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.06880[0m
2023-09-17 14:45:46,429:	[1;34m[Coach] >>> VALID @Epoch: 244  >>> [0m
2023-09-17 14:45:46,429:	[1;34m[Coach] >>> TEST  @Epoch: 244  >>> [0m
2023-09-17 14:46:50,137:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.707871 seconds ...[0m
2023-09-17 14:46:52,120:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.924939 seconds ...[0m
2023-09-17 14:46:52,120:	[1;34m[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.06762[0m
2023-09-17 14:46:52,120:	[1;34m[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0500 || HITRATE@5 Avg: 0.1664 || HITRATE@10 Avg: 0.2623 || NDCG@5 Avg: 0.1088 || NDCG@10 Avg: 0.1396[0m
2023-09-17 14:46:52,120:	[1;34m[Coach] >>> TEST  @Epoch: 245  >>> [0m
2023-09-17 14:47:55,882:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.761647 seconds ...[0m
2023-09-17 14:47:55,934:	[1;34m[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.06777[0m
2023-09-17 14:47:55,935:	[1;34m[Coach] >>> VALID @Epoch: 246  >>> [0m
2023-09-17 14:47:55,935:	[1;34m[Coach] >>> TEST  @Epoch: 246  >>> [0m
2023-09-17 14:48:59,807:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.871884 seconds ...[0m
2023-09-17 14:48:59,858:	[1;34m[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.06829[0m
2023-09-17 14:48:59,858:	[1;34m[Coach] >>> VALID @Epoch: 247  >>> [0m
2023-09-17 14:48:59,858:	[1;34m[Coach] >>> TEST  @Epoch: 247  >>> [0m
2023-09-17 14:50:03,598:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.739743 seconds ...[0m
2023-09-17 14:50:03,649:	[1;34m[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.06795[0m
2023-09-17 14:50:03,650:	[1;34m[Coach] >>> VALID @Epoch: 248  >>> [0m
2023-09-17 14:50:03,650:	[1;34m[Coach] >>> TEST  @Epoch: 248  >>> [0m
2023-09-17 14:51:06,626:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.975722 seconds ...[0m
2023-09-17 14:51:06,678:	[1;34m[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.06738[0m
2023-09-17 14:51:06,678:	[1;34m[Coach] >>> VALID @Epoch: 249  >>> [0m
2023-09-17 14:51:06,678:	[1;34m[Coach] >>> TEST  @Epoch: 249  >>> [0m
2023-09-17 14:52:10,546:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.867795 seconds ...[0m
2023-09-17 14:52:12,674:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.077111 seconds ...[0m
2023-09-17 14:52:12,675:	[1;34m[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.06803[0m
2023-09-17 14:52:12,675:	[1;34m[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0447 || HITRATE@5 Avg: 0.1690 || HITRATE@10 Avg: 0.2661 || NDCG@5 Avg: 0.1073 || NDCG@10 Avg: 0.1384[0m
2023-09-17 14:52:12,675:	[1;34m[Coach] >>> TEST  @Epoch: 250  >>> [0m
2023-09-17 14:53:16,276:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.600685 seconds ...[0m
2023-09-17 14:53:16,328:	[1;34m[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.06851[0m
2023-09-17 14:53:16,328:	[1;34m[Coach] >>> VALID @Epoch: 251  >>> [0m
2023-09-17 14:53:16,328:	[1;34m[Coach] >>> TEST  @Epoch: 251  >>> [0m
2023-09-17 14:54:20,131:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.802960 seconds ...[0m
2023-09-17 14:54:20,183:	[1;34m[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.06720[0m
2023-09-17 14:54:20,183:	[1;34m[Coach] >>> VALID @Epoch: 252  >>> [0m
2023-09-17 14:54:20,183:	[1;34m[Coach] >>> TEST  @Epoch: 252  >>> [0m
2023-09-17 14:55:23,298:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.114166 seconds ...[0m
2023-09-17 14:55:23,359:	[1;34m[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.06784[0m
2023-09-17 14:55:23,359:	[1;34m[Coach] >>> VALID @Epoch: 253  >>> [0m
2023-09-17 14:55:23,359:	[1;34m[Coach] >>> TEST  @Epoch: 253  >>> [0m
2023-09-17 14:56:25,758:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.398621 seconds ...[0m
2023-09-17 14:56:25,826:	[1;34m[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.06757[0m
2023-09-17 14:56:25,826:	[1;34m[Coach] >>> VALID @Epoch: 254  >>> [0m
2023-09-17 14:56:25,826:	[1;34m[Coach] >>> TEST  @Epoch: 254  >>> [0m
2023-09-17 14:57:29,684:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.858069 seconds ...[0m
2023-09-17 14:57:31,702:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.950496 seconds ...[0m
2023-09-17 14:57:31,702:	[1;34m[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.06776[0m
2023-09-17 14:57:31,702:	[1;34m[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0492 || HITRATE@5 Avg: 0.1727 || HITRATE@10 Avg: 0.2601 || NDCG@5 Avg: 0.1117 || NDCG@10 Avg: 0.1398[0m
2023-09-17 14:57:31,702:	[1;34m[Coach] >>> TEST  @Epoch: 255  >>> [0m
2023-09-17 14:58:35,240:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.537081 seconds ...[0m
2023-09-17 14:58:35,290:	[1;34m[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.06762[0m
2023-09-17 14:58:35,290:	[1;34m[Coach] >>> VALID @Epoch: 256  >>> [0m
2023-09-17 14:58:35,290:	[1;34m[Coach] >>> TEST  @Epoch: 256  >>> [0m
2023-09-17 14:59:38,490:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.199621 seconds ...[0m
2023-09-17 14:59:38,559:	[1;34m[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.06747[0m
2023-09-17 14:59:38,559:	[1;34m[Coach] >>> VALID @Epoch: 257  >>> [0m
2023-09-17 14:59:38,560:	[1;34m[Coach] >>> TEST  @Epoch: 257  >>> [0m
2023-09-17 15:00:41,997:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.436935 seconds ...[0m
2023-09-17 15:00:42,047:	[1;34m[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.06839[0m
2023-09-17 15:00:42,047:	[1;34m[Coach] >>> VALID @Epoch: 258  >>> [0m
2023-09-17 15:00:42,047:	[1;34m[Coach] >>> TEST  @Epoch: 258  >>> [0m
2023-09-17 15:01:44,103:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.055267 seconds ...[0m
2023-09-17 15:01:44,156:	[1;34m[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.06799[0m
2023-09-17 15:01:44,156:	[1;34m[Coach] >>> VALID @Epoch: 259  >>> [0m
2023-09-17 15:01:44,156:	[1;34m[Coach] >>> TEST  @Epoch: 259  >>> [0m
2023-09-17 15:02:46,432:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.275468 seconds ...[0m
2023-09-17 15:02:48,382:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.885342 seconds ...[0m
2023-09-17 15:02:48,383:	[1;34m[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.06742[0m
2023-09-17 15:02:48,383:	[1;34m[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0492 || HITRATE@5 Avg: 0.1646 || HITRATE@10 Avg: 0.2588 || NDCG@5 Avg: 0.1073 || NDCG@10 Avg: 0.1377[0m
2023-09-17 15:02:48,383:	[1;34m[Coach] >>> TEST  @Epoch: 260  >>> [0m
2023-09-17 15:03:51,908:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.525389 seconds ...[0m
2023-09-17 15:03:51,971:	[1;34m[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.06742[0m
2023-09-17 15:03:51,971:	[1;34m[Coach] >>> VALID @Epoch: 261  >>> [0m
2023-09-17 15:03:51,971:	[1;34m[Coach] >>> TEST  @Epoch: 261  >>> [0m
2023-09-17 15:04:55,077:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.105762 seconds ...[0m
2023-09-17 15:04:55,129:	[1;34m[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.06799[0m
2023-09-17 15:04:55,129:	[1;34m[Coach] >>> VALID @Epoch: 262  >>> [0m
2023-09-17 15:04:55,129:	[1;34m[Coach] >>> TEST  @Epoch: 262  >>> [0m
2023-09-17 15:05:58,831:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.701616 seconds ...[0m
2023-09-17 15:05:58,883:	[1;34m[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.06772[0m
2023-09-17 15:05:58,884:	[1;34m[Coach] >>> VALID @Epoch: 263  >>> [0m
2023-09-17 15:05:58,884:	[1;34m[Coach] >>> TEST  @Epoch: 263  >>> [0m
2023-09-17 15:07:01,843:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.958762 seconds ...[0m
2023-09-17 15:07:01,894:	[1;34m[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.06791[0m
2023-09-17 15:07:01,894:	[1;34m[Coach] >>> VALID @Epoch: 264  >>> [0m
2023-09-17 15:07:01,894:	[1;34m[Coach] >>> TEST  @Epoch: 264  >>> [0m
2023-09-17 15:08:06,151:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.257032 seconds ...[0m
2023-09-17 15:08:08,181:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.977819 seconds ...[0m
2023-09-17 15:08:08,182:	[1;34m[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.06828[0m
2023-09-17 15:08:08,182:	[1;34m[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0480 || HITRATE@5 Avg: 0.1666 || HITRATE@10 Avg: 0.2573 || NDCG@5 Avg: 0.1077 || NDCG@10 Avg: 0.1370[0m
2023-09-17 15:08:08,182:	[1;34m[Coach] >>> TEST  @Epoch: 265  >>> [0m
2023-09-17 15:09:11,777:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.594754 seconds ...[0m
2023-09-17 15:09:11,832:	[1;34m[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.06768[0m
2023-09-17 15:09:11,833:	[1;34m[Coach] >>> VALID @Epoch: 266  >>> [0m
2023-09-17 15:09:11,833:	[1;34m[Coach] >>> TEST  @Epoch: 266  >>> [0m
2023-09-17 15:10:15,844:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.011441 seconds ...[0m
2023-09-17 15:10:15,900:	[1;34m[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.06772[0m
2023-09-17 15:10:15,900:	[1;34m[Coach] >>> VALID @Epoch: 267  >>> [0m
2023-09-17 15:10:15,900:	[1;34m[Coach] >>> TEST  @Epoch: 267  >>> [0m
2023-09-17 15:11:20,216:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.315428 seconds ...[0m
2023-09-17 15:11:20,267:	[1;34m[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.06750[0m
2023-09-17 15:11:20,267:	[1;34m[Coach] >>> VALID @Epoch: 268  >>> [0m
2023-09-17 15:11:20,267:	[1;34m[Coach] >>> TEST  @Epoch: 268  >>> [0m
2023-09-17 15:12:23,324:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.056746 seconds ...[0m
2023-09-17 15:12:23,383:	[1;34m[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.06770[0m
2023-09-17 15:12:23,383:	[1;34m[Coach] >>> VALID @Epoch: 269  >>> [0m
2023-09-17 15:12:23,383:	[1;34m[Coach] >>> TEST  @Epoch: 269  >>> [0m
2023-09-17 15:13:27,826:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.442813 seconds ...[0m
2023-09-17 15:13:29,834:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.956639 seconds ...[0m
2023-09-17 15:13:29,834:	[1;34m[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.06808[0m
2023-09-17 15:13:29,834:	[1;34m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0495 || HITRATE@5 Avg: 0.1722 || HITRATE@10 Avg: 0.2651 || NDCG@5 Avg: 0.1107 || NDCG@10 Avg: 0.1405[0m
2023-09-17 15:13:29,834:	[1;34m[Coach] >>> TEST  @Epoch: 270  >>> [0m
2023-09-17 15:14:33,572:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.737230 seconds ...[0m
2023-09-17 15:14:33,631:	[1;34m[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.06769[0m
2023-09-17 15:14:33,631:	[1;34m[Coach] >>> VALID @Epoch: 271  >>> [0m
2023-09-17 15:14:33,631:	[1;34m[Coach] >>> TEST  @Epoch: 271  >>> [0m
2023-09-17 15:15:37,524:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.892293 seconds ...[0m
2023-09-17 15:15:37,575:	[1;34m[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.06783[0m
2023-09-17 15:15:37,575:	[1;34m[Coach] >>> VALID @Epoch: 272  >>> [0m
2023-09-17 15:15:37,575:	[1;34m[Coach] >>> TEST  @Epoch: 272  >>> [0m
2023-09-17 15:16:41,403:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.827404 seconds ...[0m
2023-09-17 15:16:41,463:	[1;34m[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.06772[0m
2023-09-17 15:16:41,463:	[1;34m[Coach] >>> VALID @Epoch: 273  >>> [0m
2023-09-17 15:16:41,463:	[1;34m[Coach] >>> TEST  @Epoch: 273  >>> [0m
2023-09-17 15:17:43,606:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.142451 seconds ...[0m
2023-09-17 15:17:43,657:	[1;34m[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.06753[0m
2023-09-17 15:17:43,658:	[1;34m[Coach] >>> VALID @Epoch: 274  >>> [0m
2023-09-17 15:17:43,658:	[1;34m[Coach] >>> TEST  @Epoch: 274  >>> [0m
2023-09-17 15:18:47,654:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.995771 seconds ...[0m
2023-09-17 15:18:49,728:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.025206 seconds ...[0m
2023-09-17 15:18:49,728:	[1;34m[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.06743[0m
2023-09-17 15:18:49,728:	[1;34m[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0512 || HITRATE@5 Avg: 0.1803 || HITRATE@10 Avg: 0.2661 || NDCG@5 Avg: 0.1155 || NDCG@10 Avg: 0.1430[0m
2023-09-17 15:18:49,728:	[1;34m[Coach] >>> TEST  @Epoch: 275  >>> [0m
2023-09-17 15:19:53,379:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.650473 seconds ...[0m
2023-09-17 15:19:53,430:	[1;34m[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.06762[0m
2023-09-17 15:19:53,430:	[1;34m[Coach] >>> VALID @Epoch: 276  >>> [0m
2023-09-17 15:19:53,430:	[1;34m[Coach] >>> TEST  @Epoch: 276  >>> [0m
2023-09-17 15:20:56,956:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.526001 seconds ...[0m
2023-09-17 15:20:57,009:	[1;34m[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.06770[0m
2023-09-17 15:20:57,009:	[1;34m[Coach] >>> VALID @Epoch: 277  >>> [0m
2023-09-17 15:20:57,010:	[1;34m[Coach] >>> TEST  @Epoch: 277  >>> [0m
2023-09-17 15:22:00,468:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.458709 seconds ...[0m
2023-09-17 15:22:00,519:	[1;34m[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.06781[0m
2023-09-17 15:22:00,520:	[1;34m[Coach] >>> VALID @Epoch: 278  >>> [0m
2023-09-17 15:22:00,520:	[1;34m[Coach] >>> TEST  @Epoch: 278  >>> [0m
2023-09-17 15:23:03,478:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.958306 seconds ...[0m
2023-09-17 15:23:03,530:	[1;34m[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.06720[0m
2023-09-17 15:23:03,530:	[1;34m[Coach] >>> VALID @Epoch: 279  >>> [0m
2023-09-17 15:23:03,530:	[1;34m[Coach] >>> TEST  @Epoch: 279  >>> [0m
2023-09-17 15:24:06,628:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.097449 seconds ...[0m
2023-09-17 15:24:08,656:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.976547 seconds ...[0m
2023-09-17 15:24:08,656:	[1;34m[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.06741[0m
2023-09-17 15:24:08,656:	[1;34m[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0510 || HITRATE@5 Avg: 0.1709 || HITRATE@10 Avg: 0.2664 || NDCG@5 Avg: 0.1109 || NDCG@10 Avg: 0.1417[0m
2023-09-17 15:24:08,656:	[1;34m[Coach] >>> TEST  @Epoch: 280  >>> [0m
2023-09-17 15:25:12,927:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.270826 seconds ...[0m
2023-09-17 15:25:12,981:	[1;34m[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.06707[0m
2023-09-17 15:25:12,981:	[1;34m[Coach] >>> VALID @Epoch: 281  >>> [0m
2023-09-17 15:25:12,981:	[1;34m[Coach] >>> TEST  @Epoch: 281  >>> [0m
2023-09-17 15:26:16,656:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.675112 seconds ...[0m
2023-09-17 15:26:16,708:	[1;34m[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.06737[0m
2023-09-17 15:26:16,708:	[1;34m[Coach] >>> VALID @Epoch: 282  >>> [0m
2023-09-17 15:26:16,708:	[1;34m[Coach] >>> TEST  @Epoch: 282  >>> [0m
2023-09-17 15:27:20,718:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.010230 seconds ...[0m
2023-09-17 15:27:20,769:	[1;34m[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.06738[0m
2023-09-17 15:27:20,770:	[1;34m[Coach] >>> VALID @Epoch: 283  >>> [0m
2023-09-17 15:27:20,770:	[1;34m[Coach] >>> TEST  @Epoch: 283  >>> [0m
2023-09-17 15:28:23,439:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.669101 seconds ...[0m
2023-09-17 15:28:23,500:	[1;34m[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.06731[0m
2023-09-17 15:28:23,500:	[1;34m[Coach] >>> VALID @Epoch: 284  >>> [0m
2023-09-17 15:28:23,500:	[1;34m[Coach] >>> TEST  @Epoch: 284  >>> [0m
2023-09-17 15:29:27,749:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 64.248143 seconds ...[0m
2023-09-17 15:29:29,800:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.999054 seconds ...[0m
2023-09-17 15:29:29,800:	[1;34m[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.06796[0m
2023-09-17 15:29:29,800:	[1;34m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0480 || HITRATE@5 Avg: 0.1689 || HITRATE@10 Avg: 0.2644 || NDCG@5 Avg: 0.1084 || NDCG@10 Avg: 0.1391[0m
2023-09-17 15:29:29,800:	[1;34m[Coach] >>> TEST  @Epoch: 285  >>> [0m
2023-09-17 15:30:33,518:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.717272 seconds ...[0m
2023-09-17 15:30:33,569:	[1;34m[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.06769[0m
2023-09-17 15:30:33,570:	[1;34m[Coach] >>> VALID @Epoch: 286  >>> [0m
2023-09-17 15:30:33,570:	[1;34m[Coach] >>> TEST  @Epoch: 286  >>> [0m
2023-09-17 15:31:37,370:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.800327 seconds ...[0m
2023-09-17 15:31:37,427:	[1;34m[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.06733[0m
2023-09-17 15:31:37,427:	[1;34m[Coach] >>> VALID @Epoch: 287  >>> [0m
2023-09-17 15:31:37,427:	[1;34m[Coach] >>> TEST  @Epoch: 287  >>> [0m
2023-09-17 15:32:41,162:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.734510 seconds ...[0m
2023-09-17 15:32:41,221:	[1;34m[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.06812[0m
2023-09-17 15:32:41,221:	[1;34m[Coach] >>> VALID @Epoch: 288  >>> [0m
2023-09-17 15:32:41,221:	[1;34m[Coach] >>> TEST  @Epoch: 288  >>> [0m
2023-09-17 15:33:43,636:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.414898 seconds ...[0m
2023-09-17 15:33:43,687:	[1;34m[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.06744[0m
2023-09-17 15:33:43,687:	[1;34m[Coach] >>> VALID @Epoch: 289  >>> [0m
2023-09-17 15:33:43,687:	[1;34m[Coach] >>> TEST  @Epoch: 289  >>> [0m
2023-09-17 15:34:46,361:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.673796 seconds ...[0m
2023-09-17 15:34:48,609:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.188598 seconds ...[0m
2023-09-17 15:34:48,609:	[1;34m[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.06784[0m
2023-09-17 15:34:48,610:	[1;34m[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0470 || HITRATE@5 Avg: 0.1674 || HITRATE@10 Avg: 0.2601 || NDCG@5 Avg: 0.1078 || NDCG@10 Avg: 0.1374[0m
2023-09-17 15:34:48,610:	[1;34m[Coach] >>> TEST  @Epoch: 290  >>> [0m
2023-09-17 15:35:51,447:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.836760 seconds ...[0m
2023-09-17 15:35:51,498:	[1;34m[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.06759[0m
2023-09-17 15:35:51,499:	[1;34m[Coach] >>> VALID @Epoch: 291  >>> [0m
2023-09-17 15:35:51,499:	[1;34m[Coach] >>> TEST  @Epoch: 291  >>> [0m
2023-09-17 15:36:54,243:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.744184 seconds ...[0m
2023-09-17 15:36:54,294:	[1;34m[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.06772[0m
2023-09-17 15:36:54,294:	[1;34m[Coach] >>> VALID @Epoch: 292  >>> [0m
2023-09-17 15:36:54,294:	[1;34m[Coach] >>> TEST  @Epoch: 292  >>> [0m
2023-09-17 15:37:56,768:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.473872 seconds ...[0m
2023-09-17 15:37:56,840:	[1;34m[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.06724[0m
2023-09-17 15:37:56,840:	[1;34m[Coach] >>> VALID @Epoch: 293  >>> [0m
2023-09-17 15:37:56,841:	[1;34m[Coach] >>> TEST  @Epoch: 293  >>> [0m
2023-09-17 15:38:58,575:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 61.734092 seconds ...[0m
2023-09-17 15:38:58,643:	[1;34m[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.06727[0m
2023-09-17 15:38:58,643:	[1;34m[Coach] >>> VALID @Epoch: 294  >>> [0m
2023-09-17 15:38:58,643:	[1;34m[Coach] >>> TEST  @Epoch: 294  >>> [0m
2023-09-17 15:40:01,516:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.872583 seconds ...[0m
2023-09-17 15:40:03,602:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.035711 seconds ...[0m
2023-09-17 15:40:03,602:	[1;34m[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.06732[0m
2023-09-17 15:40:03,602:	[1;34m[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0483 || HITRATE@5 Avg: 0.1667 || HITRATE@10 Avg: 0.2573 || NDCG@5 Avg: 0.1079 || NDCG@10 Avg: 0.1369[0m
2023-09-17 15:40:03,602:	[1;34m[Coach] >>> TEST  @Epoch: 295  >>> [0m
2023-09-17 15:41:06,369:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.766957 seconds ...[0m
2023-09-17 15:41:06,419:	[1;34m[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.06733[0m
2023-09-17 15:41:06,419:	[1;34m[Coach] >>> VALID @Epoch: 296  >>> [0m
2023-09-17 15:41:06,419:	[1;34m[Coach] >>> TEST  @Epoch: 296  >>> [0m
2023-09-17 15:42:09,114:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 62.694724 seconds ...[0m
2023-09-17 15:42:09,183:	[1;34m[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.06688[0m
2023-09-17 15:42:09,184:	[1;34m[Coach] >>> VALID @Epoch: 297  >>> [0m
2023-09-17 15:42:09,184:	[1;34m[Coach] >>> TEST  @Epoch: 297  >>> [0m
2023-09-17 15:43:12,267:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 63.082849 seconds ...[0m
2023-09-17 15:43:12,337:	[1;34m[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.06785[0m
2023-09-17 15:43:12,338:	[1;34m[Coach] >>> VALID @Epoch: 298  >>> [0m
2023-09-17 15:43:12,338:	[1;34m[Coach] >>> TEST  @Epoch: 298  >>> [0m
2023-09-17 15:44:07,491:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 55.152608 seconds ...[0m
2023-09-17 15:44:07,558:	[1;34m[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.06742[0m
2023-09-17 15:44:07,559:	[1;34m[Coach] >>> VALID @Epoch: 299  >>> [0m
2023-09-17 15:44:07,559:	[1;34m[Coach] >>> TEST  @Epoch: 299  >>> [0m
2023-09-17 15:44:50,820:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 43.261141 seconds ...[0m
2023-09-17 15:44:52,693:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.865599 seconds ...[0m
2023-09-17 15:44:54,298:	[1;34m[Wall TIME] >>> ChiefCoach.test takes 1.604187 seconds ...[0m
2023-09-17 15:44:54,299:	[1;34m[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.06696[0m
2023-09-17 15:44:54,299:	[1;34m[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0512 || HITRATE@5 Avg: 0.1692 || HITRATE@10 Avg: 0.2583 || NDCG@5 Avg: 0.1108 || NDCG@10 Avg: 0.1396[0m
2023-09-17 15:44:54,299:	[1;34m[Coach] >>> TEST  @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0487 || HITRATE@5 Avg: 0.1593 || HITRATE@10 Avg: 0.2495 || NDCG@5 Avg: 0.1043 || NDCG@10 Avg: 0.1331[0m
2023-09-17 15:44:55,818:	[1;34m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.066881     296
1   valid   HITRATE@1  0.052815     210
2   valid   HITRATE@5  0.180298     275
3   valid  HITRATE@10  0.268212     180
4   valid      NDCG@5  0.115493     275
5   valid     NDCG@10  0.143474     210
6    test   HITRATE@1  0.048675       0
7    test   HITRATE@5  0.159272       0
8    test  HITRATE@10  0.249503       0
9    test      NDCG@5  0.104255       0
10   test     NDCG@10  0.133137       0[0m
2023-09-17 15:44:55,818:	[1;34m[LoG_PaTH] >>> ./logs/ML-5/MovieLens1M_550_Chron/2-0917102412[0m
2023-09-17 15:44:55,924:	[1;34m[Wall TIME] >>> Coach.summary takes 1.624749 seconds ...[0m
2023-09-17 15:44:55,924:	[1;34m[Coach] >>> Load best model @Epoch 210  [0m
2023-09-17 15:44:57,563:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.633752 seconds ...[0m
2023-09-17 15:44:59,369:	[1;34m[Wall TIME] >>> ChiefCoach.test takes 1.804430 seconds ...[0m
2023-09-17 15:44:59,369:	[1;34m[Coach] >>> TRAIN @Epoch: 210  >>> [0m
2023-09-17 15:44:59,370:	[1;34m[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0528 || HITRATE@5 Avg: 0.1742 || HITRATE@10 Avg: 0.2661 || NDCG@5 Avg: 0.1138 || NDCG@10 Avg: 0.1435[0m
2023-09-17 15:44:59,370:	[1;34m[Coach] >>> TEST  @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0483 || HITRATE@5 Avg: 0.1646 || HITRATE@10 Avg: 0.2558 || NDCG@5 Avg: 0.1068 || NDCG@10 Avg: 0.1361[0m
2023-09-17 15:44:59,375:	[1;34m[Wall TIME] >>> Coach.fit takes 19232.322089 seconds ...[0m
