2023-09-17 09:53:45,176:	========================================================================
2023-09-17 09:53:45,176:	========================================================================
2023-09-17 09:53:45,176:	========================================================================
2023-09-17 09:53:45,176:	[1;34m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-17 09:53:45,176:	[1;34m[Seed] >>> Set seed: 2[0m
2023-09-17 09:53:45,177:	[1;34m[PARSER] >>>
[BENCHMARK: False] 
[SEED: 2] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: Tools-5] 
[root: ../../data] 
[dataset: AmazonTools_550_Chron] 
[config: configs/AmazonTools_550_Chron.yaml] 
[ranking: full] 
[device: 2] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.1] 
[lr: 0.005] 
[batch_size: 512] 
[epochs: 300] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0917095342] 
[maxlen: 50] 
[maxlen4graph: 50] 
[embedding_dim: 64] 
[hidden_size: 64] 
[emb_dropout_rate: 0.5] 
[num_gru_layers: 1] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/Tools-5/AmazonTools_550_Chron/2] 
[LOG_PATH: ./logs/Tools-5/AmazonTools_550_Chron/2-0917095342] 
[0m
2023-09-17 09:53:45,177:	[1;34m[Wall TIME] >>> Parser.compile takes 0.007365 seconds ...[0m
2023-09-17 09:53:45,188:	[1;34m[AmazonTools_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.User,FieldTags.ID]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.Sparse,FieldTags.Item,FieldTags.ID]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Dense,FieldTags.Timestamp][0m
2023-09-17 09:53:45,270:	[1;34m+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |     Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+
| 16638  | 10217  | 8.08246183435509 |     134476    | 101200 | 16638  | 16638 | 0.0007910797527997544 |
+--------+--------+------------------+---------------+--------+--------+-------+-----------------------+[0m
2023-09-17 09:53:45,270:	[1;34m[Wall TIME] >>> RecDataSet.compile takes 0.091889 seconds ...[0m
2023-09-17 09:53:45,557:	[1;34m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.063701 seconds ...[0m
2023-09-17 09:53:45,624:	[1;34m[Wall TIME] >>> SeqValidYielder.prepare takes 0.065988 seconds ...[0m
2023-09-17 09:53:45,827:	[1;34m[Wall TIME] >>> SeqTestYielder.prepare takes 0.202120 seconds ...[0m
2023-09-17 09:53:49,351:	[1;34m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-17 09:53:49,351:	[1;34m[Wall TIME] >>> Coach.compile takes 0.001696 seconds ...[0m
2023-09-17 09:53:50,885:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.507414 seconds ...[0m
2023-09-17 09:53:50,886:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0002*** [0m
2023-09-17 09:53:50,896:	[1;34m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-17 09:53:50,897:	[1;34m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0000 || HITRATE@5 Avg: 0.0001 || HITRATE@10 Avg: 0.0006 || NDCG@5 Avg: 0.0000 || NDCG@10 Avg: 0.0002[0m
2023-09-17 09:53:50,898:	[1;34m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-17 09:53:53,115:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.216668 seconds ...[0m
2023-09-17 09:53:53,152:	[1;34m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.60563[0m
2023-09-17 09:53:53,153:	[1;34m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-17 09:53:53,154:	[1;34m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-17 09:53:55,495:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.340849 seconds ...[0m
2023-09-17 09:53:55,529:	[1;34m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.48441[0m
2023-09-17 09:53:55,529:	[1;34m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-17 09:53:55,529:	[1;34m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-17 09:53:58,044:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.514285 seconds ...[0m
2023-09-17 09:53:58,075:	[1;34m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.41838[0m
2023-09-17 09:53:58,076:	[1;34m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-17 09:53:58,076:	[1;34m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-17 09:54:00,465:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.389483 seconds ...[0m
2023-09-17 09:54:00,497:	[1;34m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.37245[0m
2023-09-17 09:54:00,498:	[1;34m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-17 09:54:00,498:	[1;34m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-17 09:54:02,857:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.358882 seconds ...[0m
2023-09-17 09:54:04,784:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.894919 seconds ...[0m
2023-09-17 09:54:04,784:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0112*** [0m
2023-09-17 09:54:04,793:	[1;34m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.34142[0m
2023-09-17 09:54:04,793:	[1;34m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0037 || HITRATE@5 Avg: 0.0127 || HITRATE@10 Avg: 0.0224 || NDCG@5 Avg: 0.0082 || NDCG@10 Avg: 0.0112[0m
2023-09-17 09:54:04,793:	[1;34m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-17 09:54:07,126:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.333043 seconds ...[0m
2023-09-17 09:54:07,167:	[1;34m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.31957[0m
2023-09-17 09:54:07,169:	[1;34m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-17 09:54:07,169:	[1;34m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-17 09:54:09,631:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.460964 seconds ...[0m
2023-09-17 09:54:09,669:	[1;34m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.29938[0m
2023-09-17 09:54:09,669:	[1;34m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-17 09:54:09,669:	[1;34m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-17 09:54:12,144:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.475143 seconds ...[0m
2023-09-17 09:54:12,181:	[1;34m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.28107[0m
2023-09-17 09:54:12,181:	[1;34m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-17 09:54:12,181:	[1;34m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-17 09:54:14,581:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.400077 seconds ...[0m
2023-09-17 09:54:14,619:	[1;34m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.26737[0m
2023-09-17 09:54:14,620:	[1;34m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-17 09:54:14,620:	[1;34m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-17 09:54:17,069:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.449312 seconds ...[0m
2023-09-17 09:54:19,010:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.905292 seconds ...[0m
2023-09-17 09:54:19,011:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0114*** [0m
2023-09-17 09:54:19,021:	[1;34m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.25821[0m
2023-09-17 09:54:19,021:	[1;34m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0029 || HITRATE@5 Avg: 0.0132 || HITRATE@10 Avg: 0.0234 || NDCG@5 Avg: 0.0081 || NDCG@10 Avg: 0.0114[0m
2023-09-17 09:54:19,021:	[1;34m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-17 09:54:21,467:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.445253 seconds ...[0m
2023-09-17 09:54:21,502:	[1;34m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.24725[0m
2023-09-17 09:54:21,502:	[1;34m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-17 09:54:21,502:	[1;34m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-17 09:54:23,963:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.460859 seconds ...[0m
2023-09-17 09:54:24,006:	[1;34m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.23824[0m
2023-09-17 09:54:24,006:	[1;34m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-17 09:54:24,007:	[1;34m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-17 09:54:26,518:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.510937 seconds ...[0m
2023-09-17 09:54:26,550:	[1;34m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.23434[0m
2023-09-17 09:54:26,551:	[1;34m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-17 09:54:26,551:	[1;34m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-17 09:54:28,966:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.414585 seconds ...[0m
2023-09-17 09:54:28,998:	[1;34m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.22830[0m
2023-09-17 09:54:28,998:	[1;34m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-17 09:54:28,998:	[1;34m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-17 09:54:31,385:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.386498 seconds ...[0m
2023-09-17 09:54:33,233:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.816111 seconds ...[0m
2023-09-17 09:54:33,233:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0135*** [0m
2023-09-17 09:54:33,243:	[1;34m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.21965[0m
2023-09-17 09:54:33,243:	[1;34m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0041 || HITRATE@5 Avg: 0.0152 || HITRATE@10 Avg: 0.0277 || NDCG@5 Avg: 0.0095 || NDCG@10 Avg: 0.0135[0m
2023-09-17 09:54:33,243:	[1;34m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-17 09:54:35,668:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.424535 seconds ...[0m
2023-09-17 09:54:35,698:	[1;34m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.21474[0m
2023-09-17 09:54:35,698:	[1;34m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-17 09:54:35,698:	[1;34m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-17 09:54:38,255:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.556427 seconds ...[0m
2023-09-17 09:54:38,289:	[1;34m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.21615[0m
2023-09-17 09:54:38,289:	[1;34m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-17 09:54:38,289:	[1;34m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-17 09:54:40,790:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.500779 seconds ...[0m
2023-09-17 09:54:40,985:	[1;34m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.21098[0m
2023-09-17 09:54:40,986:	[1;34m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-17 09:54:40,986:	[1;34m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-17 09:54:43,353:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.367077 seconds ...[0m
2023-09-17 09:54:43,395:	[1;34m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.20854[0m
2023-09-17 09:54:43,395:	[1;34m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-17 09:54:43,395:	[1;34m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-17 09:54:45,883:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.487638 seconds ...[0m
2023-09-17 09:54:47,725:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.805336 seconds ...[0m
2023-09-17 09:54:47,726:	[1;34m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.20489[0m
2023-09-17 09:54:47,726:	[1;34m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0032 || HITRATE@5 Avg: 0.0139 || HITRATE@10 Avg: 0.0250 || NDCG@5 Avg: 0.0084 || NDCG@10 Avg: 0.0119[0m
2023-09-17 09:54:47,726:	[1;34m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-17 09:54:50,218:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.491060 seconds ...[0m
2023-09-17 09:54:50,253:	[1;34m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.19819[0m
2023-09-17 09:54:50,253:	[1;34m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-17 09:54:50,253:	[1;34m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-17 09:54:52,648:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.394713 seconds ...[0m
2023-09-17 09:54:52,683:	[1;34m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.19954[0m
2023-09-17 09:54:52,684:	[1;34m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-17 09:54:52,684:	[1;34m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-17 09:54:54,965:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.281510 seconds ...[0m
2023-09-17 09:54:54,997:	[1;34m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.19781[0m
2023-09-17 09:54:54,997:	[1;34m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-17 09:54:54,997:	[1;34m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-17 09:54:57,383:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.385458 seconds ...[0m
2023-09-17 09:54:57,419:	[1;34m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.19744[0m
2023-09-17 09:54:57,419:	[1;34m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-17 09:54:57,419:	[1;34m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-17 09:54:59,879:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.459761 seconds ...[0m
2023-09-17 09:55:01,751:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.832028 seconds ...[0m
2023-09-17 09:55:01,751:	[1;34m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.19215[0m
2023-09-17 09:55:01,751:	[1;34m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0038 || HITRATE@5 Avg: 0.0147 || HITRATE@10 Avg: 0.0260 || NDCG@5 Avg: 0.0092 || NDCG@10 Avg: 0.0128[0m
2023-09-17 09:55:01,751:	[1;34m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-17 09:55:04,303:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.551866 seconds ...[0m
2023-09-17 09:55:04,336:	[1;34m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.19014[0m
2023-09-17 09:55:04,451:	[1;34m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-17 09:55:04,451:	[1;34m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-17 09:55:06,914:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.462515 seconds ...[0m
2023-09-17 09:55:06,952:	[1;34m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.18631[0m
2023-09-17 09:55:06,954:	[1;34m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-17 09:55:06,954:	[1;34m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-17 09:55:09,376:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.421285 seconds ...[0m
2023-09-17 09:55:09,408:	[1;34m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.18699[0m
2023-09-17 09:55:09,408:	[1;34m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-17 09:55:09,408:	[1;34m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-17 09:55:11,886:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.477536 seconds ...[0m
2023-09-17 09:55:11,924:	[1;34m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.18943[0m
2023-09-17 09:55:11,924:	[1;34m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-17 09:55:11,924:	[1;34m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-17 09:55:14,297:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.372329 seconds ...[0m
2023-09-17 09:55:16,295:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.966029 seconds ...[0m
2023-09-17 09:55:16,296:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0142*** [0m
2023-09-17 09:55:16,308:	[1;34m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.18592[0m
2023-09-17 09:55:16,308:	[1;34m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0046 || HITRATE@5 Avg: 0.0170 || HITRATE@10 Avg: 0.0282 || NDCG@5 Avg: 0.0106 || NDCG@10 Avg: 0.0142[0m
2023-09-17 09:55:16,308:	[1;34m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-17 09:55:18,769:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.460697 seconds ...[0m
2023-09-17 09:55:18,813:	[1;34m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.18521[0m
2023-09-17 09:55:18,813:	[1;34m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-17 09:55:18,813:	[1;34m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-17 09:55:21,115:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.302097 seconds ...[0m
2023-09-17 09:55:21,146:	[1;34m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.18393[0m
2023-09-17 09:55:21,146:	[1;34m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-17 09:55:21,146:	[1;34m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-17 09:55:23,552:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.405305 seconds ...[0m
2023-09-17 09:55:23,585:	[1;34m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.18105[0m
2023-09-17 09:55:23,585:	[1;34m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-17 09:55:23,585:	[1;34m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-17 09:55:26,018:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.432623 seconds ...[0m
2023-09-17 09:55:26,053:	[1;34m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.17885[0m
2023-09-17 09:55:26,053:	[1;34m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-17 09:55:26,053:	[1;34m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-17 09:55:28,282:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.229152 seconds ...[0m
2023-09-17 09:55:30,176:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.858972 seconds ...[0m
2023-09-17 09:55:30,176:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0143*** [0m
2023-09-17 09:55:30,187:	[1;34m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.17827[0m
2023-09-17 09:55:30,187:	[1;34m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0037 || HITRATE@5 Avg: 0.0164 || HITRATE@10 Avg: 0.0298 || NDCG@5 Avg: 0.0101 || NDCG@10 Avg: 0.0143[0m
2023-09-17 09:55:30,187:	[1;34m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-17 09:55:32,599:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.411698 seconds ...[0m
2023-09-17 09:55:32,629:	[1;34m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.17568[0m
2023-09-17 09:55:32,629:	[1;34m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-17 09:55:32,629:	[1;34m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-17 09:55:35,028:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.398350 seconds ...[0m
2023-09-17 09:55:35,059:	[1;34m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.17692[0m
2023-09-17 09:55:35,059:	[1;34m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-17 09:55:35,059:	[1;34m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-17 09:55:37,626:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.566406 seconds ...[0m
2023-09-17 09:55:37,664:	[1;34m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.17675[0m
2023-09-17 09:55:37,664:	[1;34m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-17 09:55:37,664:	[1;34m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-17 09:55:40,075:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.410628 seconds ...[0m
2023-09-17 09:55:40,107:	[1;34m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.17512[0m
2023-09-17 09:55:40,108:	[1;34m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-17 09:55:40,108:	[1;34m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-17 09:55:42,288:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.179998 seconds ...[0m
2023-09-17 09:55:44,314:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.985048 seconds ...[0m
2023-09-17 09:55:44,314:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0156*** [0m
2023-09-17 09:55:44,325:	[1;34m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.17403[0m
2023-09-17 09:55:44,325:	[1;34m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0040 || HITRATE@5 Avg: 0.0179 || HITRATE@10 Avg: 0.0331 || NDCG@5 Avg: 0.0107 || NDCG@10 Avg: 0.0156[0m
2023-09-17 09:55:44,325:	[1;34m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-17 09:55:46,648:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.323128 seconds ...[0m
2023-09-17 09:55:46,685:	[1;34m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.17285[0m
2023-09-17 09:55:46,685:	[1;34m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-17 09:55:46,686:	[1;34m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-17 09:55:49,233:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.547087 seconds ...[0m
2023-09-17 09:55:49,267:	[1;34m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.17216[0m
2023-09-17 09:55:49,268:	[1;34m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-17 09:55:49,268:	[1;34m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-17 09:55:51,664:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.395869 seconds ...[0m
2023-09-17 09:55:51,704:	[1;34m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.17210[0m
2023-09-17 09:55:51,704:	[1;34m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-17 09:55:51,704:	[1;34m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-17 09:55:54,214:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.509300 seconds ...[0m
2023-09-17 09:55:54,248:	[1;34m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.17082[0m
2023-09-17 09:55:54,249:	[1;34m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-17 09:55:54,249:	[1;34m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-17 09:55:56,479:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.230525 seconds ...[0m
2023-09-17 09:55:58,492:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.981218 seconds ...[0m
2023-09-17 09:55:58,493:	[1;34m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.17068[0m
2023-09-17 09:55:58,493:	[1;34m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0041 || HITRATE@5 Avg: 0.0180 || HITRATE@10 Avg: 0.0319 || NDCG@5 Avg: 0.0111 || NDCG@10 Avg: 0.0155[0m
2023-09-17 09:55:58,493:	[1;34m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-17 09:56:00,941:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.447595 seconds ...[0m
2023-09-17 09:56:00,973:	[1;34m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.17087[0m
2023-09-17 09:56:00,973:	[1;34m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-17 09:56:00,974:	[1;34m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-17 09:56:03,441:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.466992 seconds ...[0m
2023-09-17 09:56:03,470:	[1;34m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.16801[0m
2023-09-17 09:56:03,470:	[1;34m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-17 09:56:03,471:	[1;34m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-17 09:56:05,909:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.438571 seconds ...[0m
2023-09-17 09:56:05,941:	[1;34m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.16651[0m
2023-09-17 09:56:05,941:	[1;34m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-17 09:56:05,941:	[1;34m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-17 09:56:08,439:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.497549 seconds ...[0m
2023-09-17 09:56:08,470:	[1;34m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.16858[0m
2023-09-17 09:56:08,471:	[1;34m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-17 09:56:08,471:	[1;34m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-17 09:56:10,707:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.235709 seconds ...[0m
2023-09-17 09:56:12,781:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.039051 seconds ...[0m
2023-09-17 09:56:12,783:	[1;34m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.16688[0m
2023-09-17 09:56:12,784:	[1;34m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0030 || HITRATE@5 Avg: 0.0162 || HITRATE@10 Avg: 0.0279 || NDCG@5 Avg: 0.0094 || NDCG@10 Avg: 0.0132[0m
2023-09-17 09:56:12,785:	[1;34m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-17 09:56:15,208:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.423261 seconds ...[0m
2023-09-17 09:56:15,240:	[1;34m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.16565[0m
2023-09-17 09:56:15,240:	[1;34m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-17 09:56:15,240:	[1;34m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-17 09:56:17,668:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.427283 seconds ...[0m
2023-09-17 09:56:17,704:	[1;34m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.16623[0m
2023-09-17 09:56:17,705:	[1;34m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-17 09:56:17,705:	[1;34m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-17 09:56:20,082:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.376803 seconds ...[0m
2023-09-17 09:56:20,117:	[1;34m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.16410[0m
2023-09-17 09:56:20,117:	[1;34m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-17 09:56:20,118:	[1;34m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-17 09:56:22,455:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.337054 seconds ...[0m
2023-09-17 09:56:22,487:	[1;34m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.16523[0m
2023-09-17 09:56:22,488:	[1;34m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-17 09:56:22,488:	[1;34m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-17 09:56:24,687:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.198722 seconds ...[0m
2023-09-17 09:56:26,711:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.993021 seconds ...[0m
2023-09-17 09:56:26,711:	[1;34m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.16425[0m
2023-09-17 09:56:26,712:	[1;34m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0035 || HITRATE@5 Avg: 0.0169 || HITRATE@10 Avg: 0.0302 || NDCG@5 Avg: 0.0101 || NDCG@10 Avg: 0.0144[0m
2023-09-17 09:56:26,712:	[1;34m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-17 09:56:29,167:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.455362 seconds ...[0m
2023-09-17 09:56:29,203:	[1;34m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.16344[0m
2023-09-17 09:56:29,203:	[1;34m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-17 09:56:29,203:	[1;34m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-17 09:56:31,658:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.454806 seconds ...[0m
2023-09-17 09:56:31,689:	[1;34m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.16115[0m
2023-09-17 09:56:31,689:	[1;34m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-17 09:56:31,690:	[1;34m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-17 09:56:34,189:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.499259 seconds ...[0m
2023-09-17 09:56:34,221:	[1;34m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.16505[0m
2023-09-17 09:56:34,221:	[1;34m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-17 09:56:34,221:	[1;34m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-17 09:56:36,647:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.425985 seconds ...[0m
2023-09-17 09:56:36,679:	[1;34m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.16378[0m
2023-09-17 09:56:36,679:	[1;34m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-17 09:56:36,679:	[1;34m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-17 09:56:38,915:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.235718 seconds ...[0m
2023-09-17 09:56:41,039:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.093139 seconds ...[0m
2023-09-17 09:56:41,039:	[1;34m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.16590[0m
2023-09-17 09:56:41,039:	[1;34m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0041 || HITRATE@5 Avg: 0.0183 || HITRATE@10 Avg: 0.0315 || NDCG@5 Avg: 0.0111 || NDCG@10 Avg: 0.0153[0m
2023-09-17 09:56:41,039:	[1;34m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-17 09:56:43,447:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.407012 seconds ...[0m
2023-09-17 09:56:43,487:	[1;34m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.15904[0m
2023-09-17 09:56:43,487:	[1;34m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-17 09:56:43,487:	[1;34m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-17 09:56:45,923:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.434933 seconds ...[0m
2023-09-17 09:56:45,959:	[1;34m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.16258[0m
2023-09-17 09:56:45,959:	[1;34m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-17 09:56:45,959:	[1;34m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-17 09:56:48,390:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.430545 seconds ...[0m
2023-09-17 09:56:48,420:	[1;34m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.16112[0m
2023-09-17 09:56:48,420:	[1;34m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-17 09:56:48,421:	[1;34m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-17 09:56:50,693:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.272213 seconds ...[0m
2023-09-17 09:56:50,726:	[1;34m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.16397[0m
2023-09-17 09:56:50,726:	[1;34m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-17 09:56:50,726:	[1;34m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-17 09:56:53,071:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.344207 seconds ...[0m
2023-09-17 09:56:55,013:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.904049 seconds ...[0m
2023-09-17 09:56:55,014:	[1;34m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.15896[0m
2023-09-17 09:56:55,014:	[1;34m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0037 || HITRATE@5 Avg: 0.0174 || HITRATE@10 Avg: 0.0305 || NDCG@5 Avg: 0.0104 || NDCG@10 Avg: 0.0146[0m
2023-09-17 09:56:55,014:	[1;34m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-17 09:56:57,496:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.481342 seconds ...[0m
2023-09-17 09:56:57,527:	[1;34m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.15782[0m
2023-09-17 09:56:57,527:	[1;34m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-17 09:56:57,528:	[1;34m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-17 09:56:59,902:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.374534 seconds ...[0m
2023-09-17 09:56:59,934:	[1;34m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.16030[0m
2023-09-17 09:56:59,934:	[1;34m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-17 09:56:59,934:	[1;34m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-17 09:57:02,355:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.420682 seconds ...[0m
2023-09-17 09:57:02,392:	[1;34m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.15923[0m
2023-09-17 09:57:02,392:	[1;34m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-17 09:57:02,392:	[1;34m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-17 09:57:04,607:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.214943 seconds ...[0m
2023-09-17 09:57:04,637:	[1;34m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.15987[0m
2023-09-17 09:57:04,637:	[1;34m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-17 09:57:04,637:	[1;34m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-17 09:57:07,052:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.414765 seconds ...[0m
2023-09-17 09:57:09,130:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.045837 seconds ...[0m
2023-09-17 09:57:09,131:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0162*** [0m
2023-09-17 09:57:09,143:	[1;34m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.15968[0m
2023-09-17 09:57:09,143:	[1;34m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0040 || HITRATE@5 Avg: 0.0198 || HITRATE@10 Avg: 0.0330 || NDCG@5 Avg: 0.0120 || NDCG@10 Avg: 0.0162[0m
2023-09-17 09:57:09,143:	[1;34m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-17 09:57:11,487:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.343747 seconds ...[0m
2023-09-17 09:57:11,518:	[1;34m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.15885[0m
2023-09-17 09:57:11,518:	[1;34m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-17 09:57:11,518:	[1;34m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-17 09:57:13,970:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.451577 seconds ...[0m
2023-09-17 09:57:14,004:	[1;34m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.15642[0m
2023-09-17 09:57:14,005:	[1;34m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-17 09:57:14,005:	[1;34m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-17 09:57:16,479:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.473817 seconds ...[0m
2023-09-17 09:57:16,511:	[1;34m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.15871[0m
2023-09-17 09:57:16,511:	[1;34m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-17 09:57:16,511:	[1;34m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-17 09:57:18,767:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.255564 seconds ...[0m
2023-09-17 09:57:18,797:	[1;34m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.15689[0m
2023-09-17 09:57:18,797:	[1;34m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-17 09:57:18,798:	[1;34m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-17 09:57:21,203:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.405056 seconds ...[0m
2023-09-17 09:57:23,133:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.894490 seconds ...[0m
2023-09-17 09:57:23,133:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0166*** [0m
2023-09-17 09:57:23,142:	[1;34m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.15547[0m
2023-09-17 09:57:23,142:	[1;34m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0046 || HITRATE@5 Avg: 0.0200 || HITRATE@10 Avg: 0.0333 || NDCG@5 Avg: 0.0123 || NDCG@10 Avg: 0.0166[0m
2023-09-17 09:57:23,142:	[1;34m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-17 09:57:25,578:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.435741 seconds ...[0m
2023-09-17 09:57:25,608:	[1;34m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.15558[0m
2023-09-17 09:57:25,609:	[1;34m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-17 09:57:25,609:	[1;34m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-17 09:57:28,115:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.505780 seconds ...[0m
2023-09-17 09:57:28,158:	[1;34m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.15717[0m
2023-09-17 09:57:28,158:	[1;34m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-17 09:57:28,158:	[1;34m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-17 09:57:30,680:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.521698 seconds ...[0m
2023-09-17 09:57:30,712:	[1;34m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.15545[0m
2023-09-17 09:57:30,712:	[1;34m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-17 09:57:30,712:	[1;34m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-17 09:57:33,064:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.351750 seconds ...[0m
2023-09-17 09:57:33,094:	[1;34m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.15730[0m
2023-09-17 09:57:33,095:	[1;34m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-17 09:57:33,096:	[1;34m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-17 09:57:35,625:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.528561 seconds ...[0m
2023-09-17 09:57:37,724:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.068532 seconds ...[0m
2023-09-17 09:57:37,725:	[1;34m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.15861[0m
2023-09-17 09:57:37,725:	[1;34m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0049 || HITRATE@5 Avg: 0.0189 || HITRATE@10 Avg: 0.0314 || NDCG@5 Avg: 0.0118 || NDCG@10 Avg: 0.0159[0m
2023-09-17 09:57:37,725:	[1;34m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-17 09:57:40,231:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.505501 seconds ...[0m
2023-09-17 09:57:40,260:	[1;34m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.15559[0m
2023-09-17 09:57:40,260:	[1;34m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-17 09:57:40,260:	[1;34m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-17 09:57:42,678:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.417711 seconds ...[0m
2023-09-17 09:57:42,834:	[1;34m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.15790[0m
2023-09-17 09:57:42,835:	[1;34m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-17 09:57:42,835:	[1;34m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-17 09:57:45,174:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.338989 seconds ...[0m
2023-09-17 09:57:45,299:	[1;34m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.15785[0m
2023-09-17 09:57:45,299:	[1;34m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-17 09:57:45,299:	[1;34m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-17 09:57:47,626:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.326898 seconds ...[0m
2023-09-17 09:57:47,659:	[1;34m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.15398[0m
2023-09-17 09:57:47,659:	[1;34m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-17 09:57:47,659:	[1;34m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-17 09:57:50,101:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.441205 seconds ...[0m
2023-09-17 09:57:52,182:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.045027 seconds ...[0m
2023-09-17 09:57:52,182:	[1;34m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.15545[0m
2023-09-17 09:57:52,182:	[1;34m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0047 || HITRATE@5 Avg: 0.0193 || HITRATE@10 Avg: 0.0323 || NDCG@5 Avg: 0.0120 || NDCG@10 Avg: 0.0162[0m
2023-09-17 09:57:52,182:	[1;34m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-17 09:57:54,576:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.393829 seconds ...[0m
2023-09-17 09:57:54,612:	[1;34m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.15514[0m
2023-09-17 09:57:54,612:	[1;34m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-17 09:57:54,612:	[1;34m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-17 09:57:57,100:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.487061 seconds ...[0m
2023-09-17 09:57:57,138:	[1;34m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.15739[0m
2023-09-17 09:57:57,139:	[1;34m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-17 09:57:57,139:	[1;34m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-17 09:57:59,489:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.349904 seconds ...[0m
2023-09-17 09:57:59,524:	[1;34m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.15286[0m
2023-09-17 09:57:59,524:	[1;34m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-17 09:57:59,524:	[1;34m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-17 09:58:01,982:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.457485 seconds ...[0m
2023-09-17 09:58:02,020:	[1;34m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.15517[0m
2023-09-17 09:58:02,021:	[1;34m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-17 09:58:02,021:	[1;34m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-17 09:58:04,444:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.423348 seconds ...[0m
2023-09-17 09:58:06,372:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.889658 seconds ...[0m
2023-09-17 09:58:06,373:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0185*** [0m
2023-09-17 09:58:06,385:	[1;34m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.15206[0m
2023-09-17 09:58:06,386:	[1;34m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0058 || HITRATE@5 Avg: 0.0221 || HITRATE@10 Avg: 0.0366 || NDCG@5 Avg: 0.0139 || NDCG@10 Avg: 0.0185[0m
2023-09-17 09:58:06,386:	[1;34m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-17 09:58:08,771:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.385118 seconds ...[0m
2023-09-17 09:58:08,803:	[1;34m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.15446[0m
2023-09-17 09:58:08,803:	[1;34m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-17 09:58:08,803:	[1;34m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-17 09:58:11,307:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.503374 seconds ...[0m
2023-09-17 09:58:11,351:	[1;34m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.15443[0m
2023-09-17 09:58:11,351:	[1;34m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-17 09:58:11,351:	[1;34m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-17 09:58:13,639:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.288201 seconds ...[0m
2023-09-17 09:58:13,679:	[1;34m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.15185[0m
2023-09-17 09:58:13,679:	[1;34m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-17 09:58:13,680:	[1;34m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-17 09:58:15,985:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.304795 seconds ...[0m
2023-09-17 09:58:16,024:	[1;34m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.15564[0m
2023-09-17 09:58:16,024:	[1;34m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-17 09:58:16,025:	[1;34m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-17 09:58:18,426:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.401330 seconds ...[0m
2023-09-17 09:58:20,431:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.969053 seconds ...[0m
2023-09-17 09:58:20,431:	[1;34m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.15229[0m
2023-09-17 09:58:20,431:	[1;34m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0053 || HITRATE@5 Avg: 0.0222 || HITRATE@10 Avg: 0.0365 || NDCG@5 Avg: 0.0140 || NDCG@10 Avg: 0.0185[0m
2023-09-17 09:58:20,432:	[1;34m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-17 09:58:22,830:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.398042 seconds ...[0m
2023-09-17 09:58:22,860:	[1;34m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.15070[0m
2023-09-17 09:58:22,860:	[1;34m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-17 09:58:22,860:	[1;34m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-17 09:58:25,309:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.449029 seconds ...[0m
2023-09-17 09:58:25,340:	[1;34m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.15314[0m
2023-09-17 09:58:25,340:	[1;34m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-17 09:58:25,340:	[1;34m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-17 09:58:27,629:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.288888 seconds ...[0m
2023-09-17 09:58:27,663:	[1;34m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.15311[0m
2023-09-17 09:58:27,663:	[1;34m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-17 09:58:27,663:	[1;34m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-17 09:58:30,184:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.520344 seconds ...[0m
2023-09-17 09:58:30,214:	[1;34m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.15474[0m
2023-09-17 09:58:30,214:	[1;34m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-17 09:58:30,214:	[1;34m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-17 09:58:32,694:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.479511 seconds ...[0m
2023-09-17 09:58:34,625:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.901515 seconds ...[0m
2023-09-17 09:58:34,626:	[1;34m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.15270[0m
2023-09-17 09:58:34,626:	[1;34m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0044 || HITRATE@5 Avg: 0.0185 || HITRATE@10 Avg: 0.0311 || NDCG@5 Avg: 0.0113 || NDCG@10 Avg: 0.0154[0m
2023-09-17 09:58:34,626:	[1;34m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-17 09:58:37,033:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.406347 seconds ...[0m
2023-09-17 09:58:37,072:	[1;34m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.15411[0m
2023-09-17 09:58:37,072:	[1;34m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-17 09:58:37,072:	[1;34m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-17 09:58:39,469:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.395854 seconds ...[0m
2023-09-17 09:58:39,510:	[1;34m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.15042[0m
2023-09-17 09:58:39,511:	[1;34m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-17 09:58:39,511:	[1;34m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-17 09:58:41,756:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.245588 seconds ...[0m
2023-09-17 09:58:41,787:	[1;34m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.15131[0m
2023-09-17 09:58:41,787:	[1;34m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-17 09:58:41,787:	[1;34m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-17 09:58:44,244:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.456575 seconds ...[0m
2023-09-17 09:58:44,279:	[1;34m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.15130[0m
2023-09-17 09:58:44,280:	[1;34m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-17 09:58:44,280:	[1;34m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-17 09:58:46,681:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.401276 seconds ...[0m
2023-09-17 09:58:48,832:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.115827 seconds ...[0m
2023-09-17 09:58:48,832:	[1;34m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.15110[0m
2023-09-17 09:58:48,833:	[1;34m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0039 || HITRATE@5 Avg: 0.0192 || HITRATE@10 Avg: 0.0316 || NDCG@5 Avg: 0.0115 || NDCG@10 Avg: 0.0155[0m
2023-09-17 09:58:48,833:	[1;34m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-17 09:58:51,358:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.525171 seconds ...[0m
2023-09-17 09:58:51,393:	[1;34m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.15000[0m
2023-09-17 09:58:51,394:	[1;34m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-17 09:58:51,394:	[1;34m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-17 09:58:53,841:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.447308 seconds ...[0m
2023-09-17 09:58:53,876:	[1;34m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.15171[0m
2023-09-17 09:58:53,877:	[1;34m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-17 09:58:53,877:	[1;34m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-17 09:58:56,055:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.178316 seconds ...[0m
2023-09-17 09:58:56,086:	[1;34m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.15008[0m
2023-09-17 09:58:56,086:	[1;34m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-17 09:58:56,086:	[1;34m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-17 09:58:58,613:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.526402 seconds ...[0m
2023-09-17 09:58:58,726:	[1;34m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.15148[0m
2023-09-17 09:58:58,726:	[1;34m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-17 09:58:58,726:	[1;34m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-17 09:59:01,262:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.536145 seconds ...[0m
2023-09-17 09:59:03,469:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.164893 seconds ...[0m
2023-09-17 09:59:03,469:	[1;34m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.15171[0m
2023-09-17 09:59:03,469:	[1;34m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0050 || HITRATE@5 Avg: 0.0199 || HITRATE@10 Avg: 0.0344 || NDCG@5 Avg: 0.0125 || NDCG@10 Avg: 0.0171[0m
2023-09-17 09:59:03,470:	[1;34m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-17 09:59:05,871:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.400531 seconds ...[0m
2023-09-17 09:59:05,905:	[1;34m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.14677[0m
2023-09-17 09:59:05,905:	[1;34m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-17 09:59:05,905:	[1;34m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-17 09:59:08,388:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.483254 seconds ...[0m
2023-09-17 09:59:08,421:	[1;34m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.15153[0m
2023-09-17 09:59:08,422:	[1;34m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-17 09:59:08,422:	[1;34m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-17 09:59:10,685:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.263317 seconds ...[0m
2023-09-17 09:59:10,719:	[1;34m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.15035[0m
2023-09-17 09:59:10,719:	[1;34m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-17 09:59:10,719:	[1;34m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-17 09:59:13,110:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.390062 seconds ...[0m
2023-09-17 09:59:13,140:	[1;34m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.14979[0m
2023-09-17 09:59:13,141:	[1;34m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-17 09:59:13,141:	[1;34m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-17 09:59:15,619:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.478230 seconds ...[0m
2023-09-17 09:59:17,593:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.943416 seconds ...[0m
2023-09-17 09:59:17,593:	[1;34m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.15152[0m
2023-09-17 09:59:17,593:	[1;34m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0043 || HITRATE@5 Avg: 0.0194 || HITRATE@10 Avg: 0.0332 || NDCG@5 Avg: 0.0118 || NDCG@10 Avg: 0.0162[0m
2023-09-17 09:59:17,593:	[1;34m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-17 09:59:20,128:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.534879 seconds ...[0m
2023-09-17 09:59:20,164:	[1;34m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.15110[0m
2023-09-17 09:59:20,164:	[1;34m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-17 09:59:20,164:	[1;34m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-17 09:59:22,488:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.323783 seconds ...[0m
2023-09-17 09:59:22,520:	[1;34m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.15159[0m
2023-09-17 09:59:22,520:	[1;34m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-17 09:59:22,520:	[1;34m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-17 09:59:24,868:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.347516 seconds ...[0m
2023-09-17 09:59:24,897:	[1;34m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.15243[0m
2023-09-17 09:59:24,897:	[1;34m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-17 09:59:24,897:	[1;34m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-17 09:59:27,278:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.380572 seconds ...[0m
2023-09-17 09:59:27,319:	[1;34m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.14694[0m
2023-09-17 09:59:27,319:	[1;34m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-17 09:59:27,319:	[1;34m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-17 09:59:29,761:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.441825 seconds ...[0m
2023-09-17 09:59:31,774:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.977956 seconds ...[0m
2023-09-17 09:59:31,775:	[1;34m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.15105[0m
2023-09-17 09:59:31,775:	[1;34m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0051 || HITRATE@5 Avg: 0.0198 || HITRATE@10 Avg: 0.0323 || NDCG@5 Avg: 0.0124 || NDCG@10 Avg: 0.0165[0m
2023-09-17 09:59:31,775:	[1;34m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-17 09:59:34,282:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.506806 seconds ...[0m
2023-09-17 09:59:34,312:	[1;34m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.14708[0m
2023-09-17 09:59:34,313:	[1;34m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-17 09:59:34,313:	[1;34m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-17 09:59:36,664:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.350646 seconds ...[0m
2023-09-17 09:59:36,708:	[1;34m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.14946[0m
2023-09-17 09:59:36,708:	[1;34m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-17 09:59:36,708:	[1;34m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-17 09:59:39,131:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.422852 seconds ...[0m
2023-09-17 09:59:39,177:	[1;34m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.14811[0m
2023-09-17 09:59:39,178:	[1;34m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-17 09:59:39,178:	[1;34m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-17 09:59:41,720:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.541664 seconds ...[0m
2023-09-17 09:59:41,751:	[1;34m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.15116[0m
2023-09-17 09:59:41,751:	[1;34m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-17 09:59:41,751:	[1;34m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-17 09:59:44,182:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.430997 seconds ...[0m
2023-09-17 09:59:46,190:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.977750 seconds ...[0m
2023-09-17 09:59:46,190:	[1;34m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.14685[0m
2023-09-17 09:59:46,191:	[1;34m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0046 || HITRATE@5 Avg: 0.0209 || HITRATE@10 Avg: 0.0346 || NDCG@5 Avg: 0.0128 || NDCG@10 Avg: 0.0172[0m
2023-09-17 09:59:46,191:	[1;34m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-17 09:59:48,661:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.469822 seconds ...[0m
2023-09-17 09:59:48,695:	[1;34m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.14913[0m
2023-09-17 09:59:48,695:	[1;34m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-17 09:59:48,695:	[1;34m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-17 09:59:50,863:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.167868 seconds ...[0m
2023-09-17 09:59:50,894:	[1;34m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.14766[0m
2023-09-17 09:59:50,894:	[1;34m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-17 09:59:50,894:	[1;34m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-17 09:59:53,338:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.443788 seconds ...[0m
2023-09-17 09:59:53,370:	[1;34m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.14931[0m
2023-09-17 09:59:53,370:	[1;34m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-17 09:59:53,370:	[1;34m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-17 09:59:55,954:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.583120 seconds ...[0m
2023-09-17 09:59:55,985:	[1;34m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.14913[0m
2023-09-17 09:59:55,985:	[1;34m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-17 09:59:55,985:	[1;34m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-17 09:59:58,580:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.594212 seconds ...[0m
2023-09-17 10:00:00,702:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.076816 seconds ...[0m
2023-09-17 10:00:00,703:	[1;34m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.14796[0m
2023-09-17 10:00:00,703:	[1;34m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0043 || HITRATE@5 Avg: 0.0206 || HITRATE@10 Avg: 0.0350 || NDCG@5 Avg: 0.0125 || NDCG@10 Avg: 0.0171[0m
2023-09-17 10:00:00,703:	[1;34m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-17 10:00:03,097:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.394457 seconds ...[0m
2023-09-17 10:00:03,138:	[1;34m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.15194[0m
2023-09-17 10:00:03,138:	[1;34m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-17 10:00:03,138:	[1;34m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-17 10:00:05,377:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.238688 seconds ...[0m
2023-09-17 10:00:05,409:	[1;34m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.14738[0m
2023-09-17 10:00:05,409:	[1;34m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-17 10:00:05,409:	[1;34m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-17 10:00:07,791:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.381165 seconds ...[0m
2023-09-17 10:00:07,835:	[1;34m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.14762[0m
2023-09-17 10:00:07,835:	[1;34m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-17 10:00:07,835:	[1;34m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-17 10:00:10,318:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.482182 seconds ...[0m
2023-09-17 10:00:10,349:	[1;34m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.14837[0m
2023-09-17 10:00:10,350:	[1;34m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-17 10:00:10,350:	[1;34m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-17 10:00:12,731:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.381560 seconds ...[0m
2023-09-17 10:00:14,826:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.051759 seconds ...[0m
2023-09-17 10:00:14,827:	[1;34m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.15012[0m
2023-09-17 10:00:14,827:	[1;34m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0039 || HITRATE@5 Avg: 0.0180 || HITRATE@10 Avg: 0.0321 || NDCG@5 Avg: 0.0110 || NDCG@10 Avg: 0.0155[0m
2023-09-17 10:00:14,827:	[1;34m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-17 10:00:17,236:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.408772 seconds ...[0m
2023-09-17 10:00:17,269:	[1;34m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.14825[0m
2023-09-17 10:00:17,269:	[1;34m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-17 10:00:17,269:	[1;34m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-17 10:00:19,649:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.380281 seconds ...[0m
2023-09-17 10:00:19,693:	[1;34m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.14946[0m
2023-09-17 10:00:19,694:	[1;34m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-17 10:00:19,694:	[1;34m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-17 10:00:22,142:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.448505 seconds ...[0m
2023-09-17 10:00:22,173:	[1;34m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.15059[0m
2023-09-17 10:00:22,173:	[1;34m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-17 10:00:22,173:	[1;34m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-17 10:00:24,563:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.389708 seconds ...[0m
2023-09-17 10:00:24,594:	[1;34m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.14701[0m
2023-09-17 10:00:24,595:	[1;34m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-17 10:00:24,595:	[1;34m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-17 10:00:27,053:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.458497 seconds ...[0m
2023-09-17 10:00:29,140:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.046752 seconds ...[0m
2023-09-17 10:00:29,140:	[1;34m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.14775[0m
2023-09-17 10:00:29,140:	[1;34m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0053 || HITRATE@5 Avg: 0.0228 || HITRATE@10 Avg: 0.0359 || NDCG@5 Avg: 0.0141 || NDCG@10 Avg: 0.0183[0m
2023-09-17 10:00:29,140:	[1;34m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-17 10:00:31,473:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.332543 seconds ...[0m
2023-09-17 10:00:31,503:	[1;34m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.14783[0m
2023-09-17 10:00:31,503:	[1;34m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-17 10:00:31,504:	[1;34m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-17 10:00:33,976:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.471767 seconds ...[0m
2023-09-17 10:00:34,012:	[1;34m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.14850[0m
2023-09-17 10:00:34,012:	[1;34m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-17 10:00:34,012:	[1;34m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-17 10:00:36,453:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.441032 seconds ...[0m
2023-09-17 10:00:36,494:	[1;34m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.14825[0m
2023-09-17 10:00:36,494:	[1;34m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-17 10:00:36,495:	[1;34m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-17 10:00:39,016:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.521108 seconds ...[0m
2023-09-17 10:00:39,046:	[1;34m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.15001[0m
2023-09-17 10:00:39,046:	[1;34m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-17 10:00:39,046:	[1;34m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-17 10:00:41,546:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.499369 seconds ...[0m
2023-09-17 10:00:43,537:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.959727 seconds ...[0m
2023-09-17 10:00:43,538:	[1;34m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.14782[0m
2023-09-17 10:00:43,538:	[1;34m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0038 || HITRATE@5 Avg: 0.0216 || HITRATE@10 Avg: 0.0360 || NDCG@5 Avg: 0.0126 || NDCG@10 Avg: 0.0172[0m
2023-09-17 10:00:43,538:	[1;34m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-17 10:00:45,838:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.299927 seconds ...[0m
2023-09-17 10:00:45,872:	[1;34m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.14513[0m
2023-09-17 10:00:45,872:	[1;34m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-17 10:00:45,872:	[1;34m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-17 10:00:48,308:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.435748 seconds ...[0m
2023-09-17 10:00:48,340:	[1;34m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.14635[0m
2023-09-17 10:00:48,340:	[1;34m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-17 10:00:48,340:	[1;34m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-17 10:00:50,858:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.518326 seconds ...[0m
2023-09-17 10:00:50,895:	[1;34m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.14922[0m
2023-09-17 10:00:50,895:	[1;34m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-17 10:00:50,895:	[1;34m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-17 10:00:53,471:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.576372 seconds ...[0m
2023-09-17 10:00:53,646:	[1;34m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.14597[0m
2023-09-17 10:00:53,646:	[1;34m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-17 10:00:53,646:	[1;34m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-17 10:00:56,168:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.521756 seconds ...[0m
2023-09-17 10:00:58,201:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.997648 seconds ...[0m
2023-09-17 10:00:58,202:	[1;34m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.14544[0m
2023-09-17 10:00:58,202:	[1;34m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0056 || HITRATE@5 Avg: 0.0210 || HITRATE@10 Avg: 0.0349 || NDCG@5 Avg: 0.0133 || NDCG@10 Avg: 0.0178[0m
2023-09-17 10:00:58,202:	[1;34m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-17 10:01:00,571:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.368912 seconds ...[0m
2023-09-17 10:01:00,610:	[1;34m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.15060[0m
2023-09-17 10:01:00,610:	[1;34m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-17 10:01:00,610:	[1;34m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-17 10:01:03,191:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.580878 seconds ...[0m
2023-09-17 10:01:03,224:	[1;34m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.14521[0m
2023-09-17 10:01:03,225:	[1;34m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-17 10:01:03,225:	[1;34m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-17 10:01:05,788:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.562857 seconds ...[0m
2023-09-17 10:01:05,819:	[1;34m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.14548[0m
2023-09-17 10:01:05,819:	[1;34m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-17 10:01:05,819:	[1;34m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-17 10:01:08,213:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.393751 seconds ...[0m
2023-09-17 10:01:08,246:	[1;34m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.14524[0m
2023-09-17 10:01:08,246:	[1;34m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-17 10:01:08,246:	[1;34m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-17 10:01:10,640:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.393876 seconds ...[0m
2023-09-17 10:01:12,590:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.916529 seconds ...[0m
2023-09-17 10:01:12,590:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0198*** [0m
2023-09-17 10:01:12,600:	[1;34m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.14476[0m
2023-09-17 10:01:12,600:	[1;34m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0061 || HITRATE@5 Avg: 0.0233 || HITRATE@10 Avg: 0.0386 || NDCG@5 Avg: 0.0149 || NDCG@10 Avg: 0.0198[0m
2023-09-17 10:01:12,600:	[1;34m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-17 10:01:15,041:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.440561 seconds ...[0m
2023-09-17 10:01:15,075:	[1;34m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.14784[0m
2023-09-17 10:01:15,075:	[1;34m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-17 10:01:15,075:	[1;34m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-17 10:01:17,500:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.424329 seconds ...[0m
2023-09-17 10:01:17,531:	[1;34m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.14787[0m
2023-09-17 10:01:17,531:	[1;34m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-17 10:01:17,531:	[1;34m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-17 10:01:20,058:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.527252 seconds ...[0m
2023-09-17 10:01:20,089:	[1;34m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.15029[0m
2023-09-17 10:01:20,089:	[1;34m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-17 10:01:20,089:	[1;34m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-17 10:01:22,464:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.374373 seconds ...[0m
2023-09-17 10:01:22,496:	[1;34m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.14640[0m
2023-09-17 10:01:22,496:	[1;34m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-17 10:01:22,496:	[1;34m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-17 10:01:24,846:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.350415 seconds ...[0m
2023-09-17 10:01:26,793:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.916252 seconds ...[0m
2023-09-17 10:01:26,794:	[1;34m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.14577[0m
2023-09-17 10:01:26,794:	[1;34m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0057 || HITRATE@5 Avg: 0.0233 || HITRATE@10 Avg: 0.0379 || NDCG@5 Avg: 0.0145 || NDCG@10 Avg: 0.0192[0m
2023-09-17 10:01:26,794:	[1;34m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-17 10:01:29,294:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.499337 seconds ...[0m
2023-09-17 10:01:29,326:	[1;34m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.14510[0m
2023-09-17 10:01:29,326:	[1;34m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-17 10:01:29,326:	[1;34m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-17 10:01:31,877:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.550258 seconds ...[0m
2023-09-17 10:01:32,032:	[1;34m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.14742[0m
2023-09-17 10:01:32,033:	[1;34m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-17 10:01:32,033:	[1;34m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-17 10:01:34,507:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.473342 seconds ...[0m
2023-09-17 10:01:34,540:	[1;34m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.14783[0m
2023-09-17 10:01:34,541:	[1;34m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-17 10:01:34,541:	[1;34m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-17 10:01:36,900:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.358846 seconds ...[0m
2023-09-17 10:01:36,932:	[1;34m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.14507[0m
2023-09-17 10:01:36,932:	[1;34m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-17 10:01:36,932:	[1;34m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-17 10:01:39,442:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.509462 seconds ...[0m
2023-09-17 10:01:41,253:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.780670 seconds ...[0m
2023-09-17 10:01:41,254:	[1;34m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.14934[0m
2023-09-17 10:01:41,254:	[1;34m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0076 || HITRATE@5 Avg: 0.0228 || HITRATE@10 Avg: 0.0367 || NDCG@5 Avg: 0.0151 || NDCG@10 Avg: 0.0196[0m
2023-09-17 10:01:41,254:	[1;34m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-17 10:01:43,708:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.453769 seconds ...[0m
2023-09-17 10:01:43,741:	[1;34m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.14742[0m
2023-09-17 10:01:43,741:	[1;34m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-17 10:01:43,742:	[1;34m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-17 10:01:46,185:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.443409 seconds ...[0m
2023-09-17 10:01:46,217:	[1;34m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.14493[0m
2023-09-17 10:01:46,218:	[1;34m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-17 10:01:46,218:	[1;34m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-17 10:01:48,631:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.413302 seconds ...[0m
2023-09-17 10:01:48,662:	[1;34m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.14422[0m
2023-09-17 10:01:48,662:	[1;34m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-17 10:01:48,662:	[1;34m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-17 10:01:51,114:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.452340 seconds ...[0m
2023-09-17 10:01:51,147:	[1;34m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.14601[0m
2023-09-17 10:01:51,147:	[1;34m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-17 10:01:51,148:	[1;34m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-17 10:01:53,526:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.378677 seconds ...[0m
2023-09-17 10:01:55,398:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.840377 seconds ...[0m
2023-09-17 10:01:55,398:	[1;34m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.14541[0m
2023-09-17 10:01:55,398:	[1;34m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0063 || HITRATE@5 Avg: 0.0210 || HITRATE@10 Avg: 0.0365 || NDCG@5 Avg: 0.0138 || NDCG@10 Avg: 0.0187[0m
2023-09-17 10:01:55,398:	[1;34m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-17 10:01:57,857:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.458745 seconds ...[0m
2023-09-17 10:01:57,894:	[1;34m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.14718[0m
2023-09-17 10:01:57,894:	[1;34m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-17 10:01:57,894:	[1;34m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-17 10:02:00,383:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.488111 seconds ...[0m
2023-09-17 10:02:00,417:	[1;34m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.14764[0m
2023-09-17 10:02:00,417:	[1;34m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-17 10:02:00,417:	[1;34m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-17 10:02:02,728:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.310507 seconds ...[0m
2023-09-17 10:02:02,759:	[1;34m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.14383[0m
2023-09-17 10:02:02,759:	[1;34m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-17 10:02:02,759:	[1;34m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-17 10:02:05,121:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.361351 seconds ...[0m
2023-09-17 10:02:05,152:	[1;34m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.14460[0m
2023-09-17 10:02:05,152:	[1;34m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-17 10:02:05,152:	[1;34m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-17 10:02:07,514:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.361741 seconds ...[0m
2023-09-17 10:02:09,433:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.888123 seconds ...[0m
2023-09-17 10:02:09,433:	[1;34m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.14494[0m
2023-09-17 10:02:09,434:	[1;34m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0066 || HITRATE@5 Avg: 0.0215 || HITRATE@10 Avg: 0.0355 || NDCG@5 Avg: 0.0140 || NDCG@10 Avg: 0.0185[0m
2023-09-17 10:02:09,434:	[1;34m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-17 10:02:11,894:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.460432 seconds ...[0m
2023-09-17 10:02:11,926:	[1;34m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.14533[0m
2023-09-17 10:02:11,927:	[1;34m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-17 10:02:11,927:	[1;34m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-17 10:02:14,301:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.374618 seconds ...[0m
2023-09-17 10:02:14,331:	[1;34m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.14491[0m
2023-09-17 10:02:14,331:	[1;34m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-17 10:02:14,332:	[1;34m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-17 10:02:16,716:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.384509 seconds ...[0m
2023-09-17 10:02:16,751:	[1;34m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.14547[0m
2023-09-17 10:02:16,751:	[1;34m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-17 10:02:16,751:	[1;34m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-17 10:02:19,225:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.473108 seconds ...[0m
2023-09-17 10:02:19,257:	[1;34m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.14408[0m
2023-09-17 10:02:19,257:	[1;34m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-17 10:02:19,257:	[1;34m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-17 10:02:21,627:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.370039 seconds ...[0m
2023-09-17 10:02:23,644:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.985370 seconds ...[0m
2023-09-17 10:02:23,645:	[1;34m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.14455[0m
2023-09-17 10:02:23,645:	[1;34m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0056 || HITRATE@5 Avg: 0.0213 || HITRATE@10 Avg: 0.0345 || NDCG@5 Avg: 0.0135 || NDCG@10 Avg: 0.0178[0m
2023-09-17 10:02:23,645:	[1;34m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-17 10:02:26,060:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.414673 seconds ...[0m
2023-09-17 10:02:26,094:	[1;34m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.14694[0m
2023-09-17 10:02:26,094:	[1;34m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-17 10:02:26,094:	[1;34m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-17 10:02:28,531:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.436105 seconds ...[0m
2023-09-17 10:02:28,563:	[1;34m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.14626[0m
2023-09-17 10:02:28,563:	[1;34m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-17 10:02:28,563:	[1;34m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-17 10:02:31,163:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.599676 seconds ...[0m
2023-09-17 10:02:31,204:	[1;34m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.14478[0m
2023-09-17 10:02:31,205:	[1;34m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-17 10:02:31,205:	[1;34m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-17 10:02:33,705:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.499694 seconds ...[0m
2023-09-17 10:02:33,736:	[1;34m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.14377[0m
2023-09-17 10:02:33,736:	[1;34m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-17 10:02:33,736:	[1;34m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-17 10:02:35,924:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.188380 seconds ...[0m
2023-09-17 10:02:38,042:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.086879 seconds ...[0m
2023-09-17 10:02:38,042:	[1;34m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.14237[0m
2023-09-17 10:02:38,042:	[1;34m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0056 || HITRATE@5 Avg: 0.0218 || HITRATE@10 Avg: 0.0355 || NDCG@5 Avg: 0.0137 || NDCG@10 Avg: 0.0181[0m
2023-09-17 10:02:38,043:	[1;34m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-17 10:02:40,562:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.519574 seconds ...[0m
2023-09-17 10:02:40,775:	[1;34m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.14584[0m
2023-09-17 10:02:40,775:	[1;34m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-17 10:02:40,776:	[1;34m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-17 10:02:43,250:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.473774 seconds ...[0m
2023-09-17 10:02:43,291:	[1;34m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.14625[0m
2023-09-17 10:02:43,291:	[1;34m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-17 10:02:43,291:	[1;34m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-17 10:02:45,800:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.508390 seconds ...[0m
2023-09-17 10:02:45,830:	[1;34m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.14369[0m
2023-09-17 10:02:45,830:	[1;34m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-17 10:02:45,830:	[1;34m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-17 10:02:48,297:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.465975 seconds ...[0m
2023-09-17 10:02:48,331:	[1;34m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.14551[0m
2023-09-17 10:02:48,331:	[1;34m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-17 10:02:48,332:	[1;34m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-17 10:02:50,748:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.416134 seconds ...[0m
2023-09-17 10:02:52,722:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.941072 seconds ...[0m
2023-09-17 10:02:52,723:	[1;34m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.14471[0m
2023-09-17 10:02:52,723:	[1;34m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0052 || HITRATE@5 Avg: 0.0228 || HITRATE@10 Avg: 0.0373 || NDCG@5 Avg: 0.0141 || NDCG@10 Avg: 0.0187[0m
2023-09-17 10:02:52,723:	[1;34m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-17 10:02:55,159:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.436272 seconds ...[0m
2023-09-17 10:02:55,190:	[1;34m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.14583[0m
2023-09-17 10:02:55,190:	[1;34m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-17 10:02:55,190:	[1;34m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-17 10:02:57,622:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.431775 seconds ...[0m
2023-09-17 10:02:57,655:	[1;34m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.14551[0m
2023-09-17 10:02:57,655:	[1;34m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-17 10:02:57,655:	[1;34m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-17 10:03:00,187:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.531532 seconds ...[0m
2023-09-17 10:03:00,218:	[1;34m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.14245[0m
2023-09-17 10:03:00,218:	[1;34m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-17 10:03:00,218:	[1;34m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-17 10:03:02,565:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.346873 seconds ...[0m
2023-09-17 10:03:02,596:	[1;34m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.14241[0m
2023-09-17 10:03:02,596:	[1;34m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-17 10:03:02,596:	[1;34m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-17 10:03:04,975:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.378161 seconds ...[0m
2023-09-17 10:03:06,963:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.957659 seconds ...[0m
2023-09-17 10:03:06,963:	[1;34m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.14447[0m
2023-09-17 10:03:06,963:	[1;34m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0062 || HITRATE@5 Avg: 0.0234 || HITRATE@10 Avg: 0.0364 || NDCG@5 Avg: 0.0148 || NDCG@10 Avg: 0.0190[0m
2023-09-17 10:03:06,963:	[1;34m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-17 10:03:09,368:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.404248 seconds ...[0m
2023-09-17 10:03:09,409:	[1;34m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.14423[0m
2023-09-17 10:03:09,409:	[1;34m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-17 10:03:09,409:	[1;34m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-17 10:03:11,716:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.306169 seconds ...[0m
2023-09-17 10:03:11,746:	[1;34m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.14378[0m
2023-09-17 10:03:11,746:	[1;34m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-17 10:03:11,746:	[1;34m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-17 10:03:14,170:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.423972 seconds ...[0m
2023-09-17 10:03:14,205:	[1;34m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.14405[0m
2023-09-17 10:03:14,206:	[1;34m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-17 10:03:14,206:	[1;34m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-17 10:03:16,505:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.298838 seconds ...[0m
2023-09-17 10:03:16,537:	[1;34m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.14293[0m
2023-09-17 10:03:16,537:	[1;34m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-17 10:03:16,537:	[1;34m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-17 10:03:18,929:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.391992 seconds ...[0m
2023-09-17 10:03:20,907:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.942076 seconds ...[0m
2023-09-17 10:03:20,907:	[1;34m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.14622[0m
2023-09-17 10:03:20,907:	[1;34m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0058 || HITRATE@5 Avg: 0.0228 || HITRATE@10 Avg: 0.0362 || NDCG@5 Avg: 0.0144 || NDCG@10 Avg: 0.0187[0m
2023-09-17 10:03:20,907:	[1;34m[Coach] >>> TEST  @Epoch: 200  >>> [0m
2023-09-17 10:03:23,362:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.454789 seconds ...[0m
2023-09-17 10:03:23,397:	[1;34m[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.14457[0m
2023-09-17 10:03:23,397:	[1;34m[Coach] >>> VALID @Epoch: 201  >>> [0m
2023-09-17 10:03:23,397:	[1;34m[Coach] >>> TEST  @Epoch: 201  >>> [0m
2023-09-17 10:03:25,887:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.489605 seconds ...[0m
2023-09-17 10:03:25,926:	[1;34m[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.14458[0m
2023-09-17 10:03:25,926:	[1;34m[Coach] >>> VALID @Epoch: 202  >>> [0m
2023-09-17 10:03:25,927:	[1;34m[Coach] >>> TEST  @Epoch: 202  >>> [0m
2023-09-17 10:03:28,354:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.427566 seconds ...[0m
2023-09-17 10:03:28,386:	[1;34m[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.14472[0m
2023-09-17 10:03:28,386:	[1;34m[Coach] >>> VALID @Epoch: 203  >>> [0m
2023-09-17 10:03:28,386:	[1;34m[Coach] >>> TEST  @Epoch: 203  >>> [0m
2023-09-17 10:03:30,641:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.254643 seconds ...[0m
2023-09-17 10:03:30,673:	[1;34m[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.14380[0m
2023-09-17 10:03:30,673:	[1;34m[Coach] >>> VALID @Epoch: 204  >>> [0m
2023-09-17 10:03:30,673:	[1;34m[Coach] >>> TEST  @Epoch: 204  >>> [0m
2023-09-17 10:03:33,113:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.440000 seconds ...[0m
2023-09-17 10:03:35,159:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.009363 seconds ...[0m
2023-09-17 10:03:35,159:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0199*** [0m
2023-09-17 10:03:35,167:	[1;34m[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.14463[0m
2023-09-17 10:03:35,168:	[1;34m[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0067 || HITRATE@5 Avg: 0.0242 || HITRATE@10 Avg: 0.0383 || NDCG@5 Avg: 0.0154 || NDCG@10 Avg: 0.0199[0m
2023-09-17 10:03:35,168:	[1;34m[Coach] >>> TEST  @Epoch: 205  >>> [0m
2023-09-17 10:03:37,660:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.491829 seconds ...[0m
2023-09-17 10:03:37,691:	[1;34m[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.14412[0m
2023-09-17 10:03:37,691:	[1;34m[Coach] >>> VALID @Epoch: 206  >>> [0m
2023-09-17 10:03:37,691:	[1;34m[Coach] >>> TEST  @Epoch: 206  >>> [0m
2023-09-17 10:03:40,139:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.447402 seconds ...[0m
2023-09-17 10:03:40,180:	[1;34m[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.14264[0m
2023-09-17 10:03:40,180:	[1;34m[Coach] >>> VALID @Epoch: 207  >>> [0m
2023-09-17 10:03:40,180:	[1;34m[Coach] >>> TEST  @Epoch: 207  >>> [0m
2023-09-17 10:03:42,652:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.472021 seconds ...[0m
2023-09-17 10:03:42,697:	[1;34m[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.14294[0m
2023-09-17 10:03:42,697:	[1;34m[Coach] >>> VALID @Epoch: 208  >>> [0m
2023-09-17 10:03:42,697:	[1;34m[Coach] >>> TEST  @Epoch: 208  >>> [0m
2023-09-17 10:03:44,960:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.262681 seconds ...[0m
2023-09-17 10:03:44,993:	[1;34m[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.14284[0m
2023-09-17 10:03:44,993:	[1;34m[Coach] >>> VALID @Epoch: 209  >>> [0m
2023-09-17 10:03:44,994:	[1;34m[Coach] >>> TEST  @Epoch: 209  >>> [0m
2023-09-17 10:03:47,410:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.416454 seconds ...[0m
2023-09-17 10:03:49,480:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.038431 seconds ...[0m
2023-09-17 10:03:49,480:	[1;34m[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.14240[0m
2023-09-17 10:03:49,480:	[1;34m[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0063 || HITRATE@5 Avg: 0.0237 || HITRATE@10 Avg: 0.0368 || NDCG@5 Avg: 0.0150 || NDCG@10 Avg: 0.0192[0m
2023-09-17 10:03:49,480:	[1;34m[Coach] >>> TEST  @Epoch: 210  >>> [0m
2023-09-17 10:03:52,078:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.597333 seconds ...[0m
2023-09-17 10:03:52,116:	[1;34m[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.14209[0m
2023-09-17 10:03:52,116:	[1;34m[Coach] >>> VALID @Epoch: 211  >>> [0m
2023-09-17 10:03:52,117:	[1;34m[Coach] >>> TEST  @Epoch: 211  >>> [0m
2023-09-17 10:03:54,585:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.468165 seconds ...[0m
2023-09-17 10:03:54,616:	[1;34m[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.14594[0m
2023-09-17 10:03:54,616:	[1;34m[Coach] >>> VALID @Epoch: 212  >>> [0m
2023-09-17 10:03:54,616:	[1;34m[Coach] >>> TEST  @Epoch: 212  >>> [0m
2023-09-17 10:03:56,973:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.356456 seconds ...[0m
2023-09-17 10:03:57,005:	[1;34m[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.14157[0m
2023-09-17 10:03:57,005:	[1;34m[Coach] >>> VALID @Epoch: 213  >>> [0m
2023-09-17 10:03:57,005:	[1;34m[Coach] >>> TEST  @Epoch: 213  >>> [0m
2023-09-17 10:03:59,271:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.266057 seconds ...[0m
2023-09-17 10:03:59,318:	[1;34m[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.14192[0m
2023-09-17 10:03:59,319:	[1;34m[Coach] >>> VALID @Epoch: 214  >>> [0m
2023-09-17 10:03:59,319:	[1;34m[Coach] >>> TEST  @Epoch: 214  >>> [0m
2023-09-17 10:04:01,775:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.455789 seconds ...[0m
2023-09-17 10:04:03,705:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.900453 seconds ...[0m
2023-09-17 10:04:03,705:	[1;34m[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.14061[0m
2023-09-17 10:04:03,705:	[1;34m[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0059 || HITRATE@5 Avg: 0.0232 || HITRATE@10 Avg: 0.0362 || NDCG@5 Avg: 0.0146 || NDCG@10 Avg: 0.0188[0m
2023-09-17 10:04:03,706:	[1;34m[Coach] >>> TEST  @Epoch: 215  >>> [0m
2023-09-17 10:04:06,123:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.416975 seconds ...[0m
2023-09-17 10:04:06,162:	[1;34m[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.14382[0m
2023-09-17 10:04:06,162:	[1;34m[Coach] >>> VALID @Epoch: 216  >>> [0m
2023-09-17 10:04:06,162:	[1;34m[Coach] >>> TEST  @Epoch: 216  >>> [0m
2023-09-17 10:04:08,586:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.423662 seconds ...[0m
2023-09-17 10:04:08,616:	[1;34m[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.14624[0m
2023-09-17 10:04:08,617:	[1;34m[Coach] >>> VALID @Epoch: 217  >>> [0m
2023-09-17 10:04:08,617:	[1;34m[Coach] >>> TEST  @Epoch: 217  >>> [0m
2023-09-17 10:04:11,088:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.471419 seconds ...[0m
2023-09-17 10:04:11,118:	[1;34m[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.14139[0m
2023-09-17 10:04:11,119:	[1;34m[Coach] >>> VALID @Epoch: 218  >>> [0m
2023-09-17 10:04:11,119:	[1;34m[Coach] >>> TEST  @Epoch: 218  >>> [0m
2023-09-17 10:04:13,389:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.270445 seconds ...[0m
2023-09-17 10:04:13,422:	[1;34m[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.14380[0m
2023-09-17 10:04:13,422:	[1;34m[Coach] >>> VALID @Epoch: 219  >>> [0m
2023-09-17 10:04:13,422:	[1;34m[Coach] >>> TEST  @Epoch: 219  >>> [0m
2023-09-17 10:04:15,821:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.398341 seconds ...[0m
2023-09-17 10:04:17,722:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.867937 seconds ...[0m
2023-09-17 10:04:17,722:	[1;34m[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.14326[0m
2023-09-17 10:04:17,723:	[1;34m[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0053 || HITRATE@5 Avg: 0.0218 || HITRATE@10 Avg: 0.0363 || NDCG@5 Avg: 0.0136 || NDCG@10 Avg: 0.0183[0m
2023-09-17 10:04:17,723:	[1;34m[Coach] >>> TEST  @Epoch: 220  >>> [0m
2023-09-17 10:04:20,103:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.379856 seconds ...[0m
2023-09-17 10:04:20,140:	[1;34m[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.14370[0m
2023-09-17 10:04:20,140:	[1;34m[Coach] >>> VALID @Epoch: 221  >>> [0m
2023-09-17 10:04:20,141:	[1;34m[Coach] >>> TEST  @Epoch: 221  >>> [0m
2023-09-17 10:04:22,682:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.541490 seconds ...[0m
2023-09-17 10:04:22,717:	[1;34m[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.14292[0m
2023-09-17 10:04:22,717:	[1;34m[Coach] >>> VALID @Epoch: 222  >>> [0m
2023-09-17 10:04:22,717:	[1;34m[Coach] >>> TEST  @Epoch: 222  >>> [0m
2023-09-17 10:04:25,088:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.370373 seconds ...[0m
2023-09-17 10:04:25,123:	[1;34m[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.14145[0m
2023-09-17 10:04:25,124:	[1;34m[Coach] >>> VALID @Epoch: 223  >>> [0m
2023-09-17 10:04:25,124:	[1;34m[Coach] >>> TEST  @Epoch: 223  >>> [0m
2023-09-17 10:04:27,479:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.355335 seconds ...[0m
2023-09-17 10:04:27,511:	[1;34m[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.14550[0m
2023-09-17 10:04:27,511:	[1;34m[Coach] >>> VALID @Epoch: 224  >>> [0m
2023-09-17 10:04:27,511:	[1;34m[Coach] >>> TEST  @Epoch: 224  >>> [0m
2023-09-17 10:04:29,876:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.364640 seconds ...[0m
2023-09-17 10:04:31,905:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.998723 seconds ...[0m
2023-09-17 10:04:31,905:	[1;34m[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.14154[0m
2023-09-17 10:04:31,905:	[1;34m[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0059 || HITRATE@5 Avg: 0.0227 || HITRATE@10 Avg: 0.0358 || NDCG@5 Avg: 0.0142 || NDCG@10 Avg: 0.0184[0m
2023-09-17 10:04:31,905:	[1;34m[Coach] >>> TEST  @Epoch: 225  >>> [0m
2023-09-17 10:04:34,366:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.460704 seconds ...[0m
2023-09-17 10:04:34,398:	[1;34m[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.14249[0m
2023-09-17 10:04:34,398:	[1;34m[Coach] >>> VALID @Epoch: 226  >>> [0m
2023-09-17 10:04:34,398:	[1;34m[Coach] >>> TEST  @Epoch: 226  >>> [0m
2023-09-17 10:04:36,876:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.477690 seconds ...[0m
2023-09-17 10:04:36,909:	[1;34m[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.14064[0m
2023-09-17 10:04:36,909:	[1;34m[Coach] >>> VALID @Epoch: 227  >>> [0m
2023-09-17 10:04:36,909:	[1;34m[Coach] >>> TEST  @Epoch: 227  >>> [0m
2023-09-17 10:04:39,250:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.340513 seconds ...[0m
2023-09-17 10:04:39,285:	[1;34m[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.14140[0m
2023-09-17 10:04:39,285:	[1;34m[Coach] >>> VALID @Epoch: 228  >>> [0m
2023-09-17 10:04:39,285:	[1;34m[Coach] >>> TEST  @Epoch: 228  >>> [0m
2023-09-17 10:04:41,699:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.413328 seconds ...[0m
2023-09-17 10:04:41,729:	[1;34m[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.14232[0m
2023-09-17 10:04:41,729:	[1;34m[Coach] >>> VALID @Epoch: 229  >>> [0m
2023-09-17 10:04:41,729:	[1;34m[Coach] >>> TEST  @Epoch: 229  >>> [0m
2023-09-17 10:04:44,104:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.375071 seconds ...[0m
2023-09-17 10:04:46,087:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.948996 seconds ...[0m
2023-09-17 10:04:46,088:	[1;34m[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.14248[0m
2023-09-17 10:04:46,088:	[1;34m[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0058 || HITRATE@5 Avg: 0.0224 || HITRATE@10 Avg: 0.0348 || NDCG@5 Avg: 0.0143 || NDCG@10 Avg: 0.0182[0m
2023-09-17 10:04:46,088:	[1;34m[Coach] >>> TEST  @Epoch: 230  >>> [0m
2023-09-17 10:04:48,533:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.444547 seconds ...[0m
2023-09-17 10:04:48,571:	[1;34m[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.14444[0m
2023-09-17 10:04:48,571:	[1;34m[Coach] >>> VALID @Epoch: 231  >>> [0m
2023-09-17 10:04:48,571:	[1;34m[Coach] >>> TEST  @Epoch: 231  >>> [0m
2023-09-17 10:04:51,002:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.430347 seconds ...[0m
2023-09-17 10:04:51,035:	[1;34m[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.14366[0m
2023-09-17 10:04:51,035:	[1;34m[Coach] >>> VALID @Epoch: 232  >>> [0m
2023-09-17 10:04:51,035:	[1;34m[Coach] >>> TEST  @Epoch: 232  >>> [0m
2023-09-17 10:04:53,361:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.326312 seconds ...[0m
2023-09-17 10:04:53,396:	[1;34m[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.13996[0m
2023-09-17 10:04:53,396:	[1;34m[Coach] >>> VALID @Epoch: 233  >>> [0m
2023-09-17 10:04:53,396:	[1;34m[Coach] >>> TEST  @Epoch: 233  >>> [0m
2023-09-17 10:04:55,862:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.465958 seconds ...[0m
2023-09-17 10:04:55,892:	[1;34m[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.14085[0m
2023-09-17 10:04:55,892:	[1;34m[Coach] >>> VALID @Epoch: 234  >>> [0m
2023-09-17 10:04:55,892:	[1;34m[Coach] >>> TEST  @Epoch: 234  >>> [0m
2023-09-17 10:04:58,420:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.527730 seconds ...[0m
2023-09-17 10:05:00,453:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.999649 seconds ...[0m
2023-09-17 10:05:00,453:	[1;34m[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.14428[0m
2023-09-17 10:05:00,453:	[1;34m[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0061 || HITRATE@5 Avg: 0.0229 || HITRATE@10 Avg: 0.0361 || NDCG@5 Avg: 0.0144 || NDCG@10 Avg: 0.0186[0m
2023-09-17 10:05:00,453:	[1;34m[Coach] >>> TEST  @Epoch: 235  >>> [0m
2023-09-17 10:05:02,876:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.421853 seconds ...[0m
2023-09-17 10:05:02,916:	[1;34m[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.14067[0m
2023-09-17 10:05:02,916:	[1;34m[Coach] >>> VALID @Epoch: 236  >>> [0m
2023-09-17 10:05:02,916:	[1;34m[Coach] >>> TEST  @Epoch: 236  >>> [0m
2023-09-17 10:05:05,363:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.447188 seconds ...[0m
2023-09-17 10:05:05,400:	[1;34m[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.14041[0m
2023-09-17 10:05:05,400:	[1;34m[Coach] >>> VALID @Epoch: 237  >>> [0m
2023-09-17 10:05:05,400:	[1;34m[Coach] >>> TEST  @Epoch: 237  >>> [0m
2023-09-17 10:05:07,529:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.128911 seconds ...[0m
2023-09-17 10:05:07,574:	[1;34m[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.14350[0m
2023-09-17 10:05:07,574:	[1;34m[Coach] >>> VALID @Epoch: 238  >>> [0m
2023-09-17 10:05:07,574:	[1;34m[Coach] >>> TEST  @Epoch: 238  >>> [0m
2023-09-17 10:05:10,055:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.480603 seconds ...[0m
2023-09-17 10:05:10,146:	[1;34m[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.14095[0m
2023-09-17 10:05:10,147:	[1;34m[Coach] >>> VALID @Epoch: 239  >>> [0m
2023-09-17 10:05:10,147:	[1;34m[Coach] >>> TEST  @Epoch: 239  >>> [0m
2023-09-17 10:05:12,641:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.493836 seconds ...[0m
2023-09-17 10:05:14,736:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.050436 seconds ...[0m
2023-09-17 10:05:14,736:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0203*** [0m
2023-09-17 10:05:14,747:	[1;34m[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.14004[0m
2023-09-17 10:05:14,747:	[1;34m[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0071 || HITRATE@5 Avg: 0.0234 || HITRATE@10 Avg: 0.0389 || NDCG@5 Avg: 0.0153 || NDCG@10 Avg: 0.0203[0m
2023-09-17 10:05:14,748:	[1;34m[Coach] >>> TEST  @Epoch: 240  >>> [0m
2023-09-17 10:05:17,180:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.432143 seconds ...[0m
2023-09-17 10:05:17,247:	[1;34m[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.14123[0m
2023-09-17 10:05:17,247:	[1;34m[Coach] >>> VALID @Epoch: 241  >>> [0m
2023-09-17 10:05:17,247:	[1;34m[Coach] >>> TEST  @Epoch: 241  >>> [0m
2023-09-17 10:05:19,662:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.414542 seconds ...[0m
2023-09-17 10:05:19,707:	[1;34m[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.14068[0m
2023-09-17 10:05:19,707:	[1;34m[Coach] >>> VALID @Epoch: 242  >>> [0m
2023-09-17 10:05:19,707:	[1;34m[Coach] >>> TEST  @Epoch: 242  >>> [0m
2023-09-17 10:05:21,882:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.174344 seconds ...[0m
2023-09-17 10:05:21,915:	[1;34m[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.14372[0m
2023-09-17 10:05:21,915:	[1;34m[Coach] >>> VALID @Epoch: 243  >>> [0m
2023-09-17 10:05:21,915:	[1;34m[Coach] >>> TEST  @Epoch: 243  >>> [0m
2023-09-17 10:05:24,391:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.475469 seconds ...[0m
2023-09-17 10:05:24,427:	[1;34m[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.14157[0m
2023-09-17 10:05:24,427:	[1;34m[Coach] >>> VALID @Epoch: 244  >>> [0m
2023-09-17 10:05:24,427:	[1;34m[Coach] >>> TEST  @Epoch: 244  >>> [0m
2023-09-17 10:05:26,878:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.450641 seconds ...[0m
2023-09-17 10:05:28,850:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.941503 seconds ...[0m
2023-09-17 10:05:28,850:	[1;34m[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.14099[0m
2023-09-17 10:05:28,851:	[1;34m[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0073 || HITRATE@5 Avg: 0.0241 || HITRATE@10 Avg: 0.0377 || NDCG@5 Avg: 0.0158 || NDCG@10 Avg: 0.0202[0m
2023-09-17 10:05:28,851:	[1;34m[Coach] >>> TEST  @Epoch: 245  >>> [0m
2023-09-17 10:05:31,333:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.481998 seconds ...[0m
2023-09-17 10:05:31,365:	[1;34m[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.14096[0m
2023-09-17 10:05:31,365:	[1;34m[Coach] >>> VALID @Epoch: 246  >>> [0m
2023-09-17 10:05:31,365:	[1;34m[Coach] >>> TEST  @Epoch: 246  >>> [0m
2023-09-17 10:05:33,719:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.353593 seconds ...[0m
2023-09-17 10:05:33,751:	[1;34m[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.14047[0m
2023-09-17 10:05:33,751:	[1;34m[Coach] >>> VALID @Epoch: 247  >>> [0m
2023-09-17 10:05:33,751:	[1;34m[Coach] >>> TEST  @Epoch: 247  >>> [0m
2023-09-17 10:05:36,082:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.330340 seconds ...[0m
2023-09-17 10:05:36,115:	[1;34m[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.14202[0m
2023-09-17 10:05:36,115:	[1;34m[Coach] >>> VALID @Epoch: 248  >>> [0m
2023-09-17 10:05:36,115:	[1;34m[Coach] >>> TEST  @Epoch: 248  >>> [0m
2023-09-17 10:05:38,538:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.423264 seconds ...[0m
2023-09-17 10:05:38,570:	[1;34m[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.14123[0m
2023-09-17 10:05:38,571:	[1;34m[Coach] >>> VALID @Epoch: 249  >>> [0m
2023-09-17 10:05:38,571:	[1;34m[Coach] >>> TEST  @Epoch: 249  >>> [0m
2023-09-17 10:05:41,076:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.504872 seconds ...[0m
2023-09-17 10:05:43,196:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.074119 seconds ...[0m
2023-09-17 10:05:43,196:	[1;34m[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.14304[0m
2023-09-17 10:05:43,197:	[1;34m[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0067 || HITRATE@5 Avg: 0.0240 || HITRATE@10 Avg: 0.0367 || NDCG@5 Avg: 0.0152 || NDCG@10 Avg: 0.0193[0m
2023-09-17 10:05:43,197:	[1;34m[Coach] >>> TEST  @Epoch: 250  >>> [0m
2023-09-17 10:05:45,640:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.443112 seconds ...[0m
2023-09-17 10:05:45,673:	[1;34m[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.14040[0m
2023-09-17 10:05:45,673:	[1;34m[Coach] >>> VALID @Epoch: 251  >>> [0m
2023-09-17 10:05:45,673:	[1;34m[Coach] >>> TEST  @Epoch: 251  >>> [0m
2023-09-17 10:05:48,018:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.344754 seconds ...[0m
2023-09-17 10:05:48,057:	[1;34m[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.14031[0m
2023-09-17 10:05:48,057:	[1;34m[Coach] >>> VALID @Epoch: 252  >>> [0m
2023-09-17 10:05:48,057:	[1;34m[Coach] >>> TEST  @Epoch: 252  >>> [0m
2023-09-17 10:05:50,429:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.371956 seconds ...[0m
2023-09-17 10:05:50,459:	[1;34m[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.14228[0m
2023-09-17 10:05:50,459:	[1;34m[Coach] >>> VALID @Epoch: 253  >>> [0m
2023-09-17 10:05:50,459:	[1;34m[Coach] >>> TEST  @Epoch: 253  >>> [0m
2023-09-17 10:05:52,831:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.371310 seconds ...[0m
2023-09-17 10:05:52,864:	[1;34m[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.14197[0m
2023-09-17 10:05:52,864:	[1;34m[Coach] >>> VALID @Epoch: 254  >>> [0m
2023-09-17 10:05:52,864:	[1;34m[Coach] >>> TEST  @Epoch: 254  >>> [0m
2023-09-17 10:05:55,280:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.415458 seconds ...[0m
2023-09-17 10:05:57,187:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.871019 seconds ...[0m
2023-09-17 10:05:57,187:	[1;34m[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.14298[0m
2023-09-17 10:05:57,187:	[1;34m[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0060 || HITRATE@5 Avg: 0.0258 || HITRATE@10 Avg: 0.0373 || NDCG@5 Avg: 0.0160 || NDCG@10 Avg: 0.0197[0m
2023-09-17 10:05:57,187:	[1;34m[Coach] >>> TEST  @Epoch: 255  >>> [0m
2023-09-17 10:05:59,569:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.381656 seconds ...[0m
2023-09-17 10:05:59,599:	[1;34m[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.14290[0m
2023-09-17 10:05:59,599:	[1;34m[Coach] >>> VALID @Epoch: 256  >>> [0m
2023-09-17 10:05:59,600:	[1;34m[Coach] >>> TEST  @Epoch: 256  >>> [0m
2023-09-17 10:06:01,971:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.371700 seconds ...[0m
2023-09-17 10:06:02,004:	[1;34m[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.14153[0m
2023-09-17 10:06:02,004:	[1;34m[Coach] >>> VALID @Epoch: 257  >>> [0m
2023-09-17 10:06:02,004:	[1;34m[Coach] >>> TEST  @Epoch: 257  >>> [0m
2023-09-17 10:06:04,432:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.428484 seconds ...[0m
2023-09-17 10:06:04,463:	[1;34m[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.14257[0m
2023-09-17 10:06:04,463:	[1;34m[Coach] >>> VALID @Epoch: 258  >>> [0m
2023-09-17 10:06:04,463:	[1;34m[Coach] >>> TEST  @Epoch: 258  >>> [0m
2023-09-17 10:06:06,973:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.510123 seconds ...[0m
2023-09-17 10:06:07,004:	[1;34m[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.14328[0m
2023-09-17 10:06:07,004:	[1;34m[Coach] >>> VALID @Epoch: 259  >>> [0m
2023-09-17 10:06:07,004:	[1;34m[Coach] >>> TEST  @Epoch: 259  >>> [0m
2023-09-17 10:06:09,315:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.310401 seconds ...[0m
2023-09-17 10:06:11,306:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.961067 seconds ...[0m
2023-09-17 10:06:11,306:	[1;34m[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.14398[0m
2023-09-17 10:06:11,306:	[1;34m[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0060 || HITRATE@5 Avg: 0.0234 || HITRATE@10 Avg: 0.0361 || NDCG@5 Avg: 0.0146 || NDCG@10 Avg: 0.0187[0m
2023-09-17 10:06:11,307:	[1;34m[Coach] >>> TEST  @Epoch: 260  >>> [0m
2023-09-17 10:06:13,767:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.460685 seconds ...[0m
2023-09-17 10:06:13,807:	[1;34m[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.14042[0m
2023-09-17 10:06:13,807:	[1;34m[Coach] >>> VALID @Epoch: 261  >>> [0m
2023-09-17 10:06:13,807:	[1;34m[Coach] >>> TEST  @Epoch: 261  >>> [0m
2023-09-17 10:06:16,088:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.281075 seconds ...[0m
2023-09-17 10:06:16,119:	[1;34m[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.14384[0m
2023-09-17 10:06:16,119:	[1;34m[Coach] >>> VALID @Epoch: 262  >>> [0m
2023-09-17 10:06:16,119:	[1;34m[Coach] >>> TEST  @Epoch: 262  >>> [0m
2023-09-17 10:06:18,603:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.483425 seconds ...[0m
2023-09-17 10:06:18,683:	[1;34m[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.14129[0m
2023-09-17 10:06:18,684:	[1;34m[Coach] >>> VALID @Epoch: 263  >>> [0m
2023-09-17 10:06:18,684:	[1;34m[Coach] >>> TEST  @Epoch: 263  >>> [0m
2023-09-17 10:06:21,130:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.446515 seconds ...[0m
2023-09-17 10:06:21,174:	[1;34m[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.13999[0m
2023-09-17 10:06:21,174:	[1;34m[Coach] >>> VALID @Epoch: 264  >>> [0m
2023-09-17 10:06:21,174:	[1;34m[Coach] >>> TEST  @Epoch: 264  >>> [0m
2023-09-17 10:06:23,525:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.350925 seconds ...[0m
2023-09-17 10:06:25,662:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.103930 seconds ...[0m
2023-09-17 10:06:25,662:	[1;34m[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.13992[0m
2023-09-17 10:06:25,662:	[1;34m[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0050 || HITRATE@5 Avg: 0.0215 || HITRATE@10 Avg: 0.0372 || NDCG@5 Avg: 0.0132 || NDCG@10 Avg: 0.0183[0m
2023-09-17 10:06:25,663:	[1;34m[Coach] >>> TEST  @Epoch: 265  >>> [0m
2023-09-17 10:06:28,028:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.364722 seconds ...[0m
2023-09-17 10:06:28,100:	[1;34m[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.14128[0m
2023-09-17 10:06:28,100:	[1;34m[Coach] >>> VALID @Epoch: 266  >>> [0m
2023-09-17 10:06:28,101:	[1;34m[Coach] >>> TEST  @Epoch: 266  >>> [0m
2023-09-17 10:06:30,303:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.201821 seconds ...[0m
2023-09-17 10:06:30,337:	[1;34m[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.14186[0m
2023-09-17 10:06:30,337:	[1;34m[Coach] >>> VALID @Epoch: 267  >>> [0m
2023-09-17 10:06:30,338:	[1;34m[Coach] >>> TEST  @Epoch: 267  >>> [0m
2023-09-17 10:06:32,784:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.446530 seconds ...[0m
2023-09-17 10:06:32,815:	[1;34m[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.13886[0m
2023-09-17 10:06:32,816:	[1;34m[Coach] >>> VALID @Epoch: 268  >>> [0m
2023-09-17 10:06:32,816:	[1;34m[Coach] >>> TEST  @Epoch: 268  >>> [0m
2023-09-17 10:06:35,215:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.399529 seconds ...[0m
2023-09-17 10:06:35,248:	[1;34m[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.14227[0m
2023-09-17 10:06:35,248:	[1;34m[Coach] >>> VALID @Epoch: 269  >>> [0m
2023-09-17 10:06:35,248:	[1;34m[Coach] >>> TEST  @Epoch: 269  >>> [0m
2023-09-17 10:06:37,560:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.311912 seconds ...[0m
2023-09-17 10:06:39,449:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.858899 seconds ...[0m
2023-09-17 10:06:39,449:	[1;34m[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.14237[0m
2023-09-17 10:06:39,450:	[1;34m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0059 || HITRATE@5 Avg: 0.0231 || HITRATE@10 Avg: 0.0365 || NDCG@5 Avg: 0.0146 || NDCG@10 Avg: 0.0189[0m
2023-09-17 10:06:39,450:	[1;34m[Coach] >>> TEST  @Epoch: 270  >>> [0m
2023-09-17 10:06:41,689:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.239364 seconds ...[0m
2023-09-17 10:06:41,724:	[1;34m[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.14006[0m
2023-09-17 10:06:41,724:	[1;34m[Coach] >>> VALID @Epoch: 271  >>> [0m
2023-09-17 10:06:41,724:	[1;34m[Coach] >>> TEST  @Epoch: 271  >>> [0m
2023-09-17 10:06:43,919:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.194778 seconds ...[0m
2023-09-17 10:06:43,958:	[1;34m[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.13896[0m
2023-09-17 10:06:43,958:	[1;34m[Coach] >>> VALID @Epoch: 272  >>> [0m
2023-09-17 10:06:43,958:	[1;34m[Coach] >>> TEST  @Epoch: 272  >>> [0m
2023-09-17 10:06:46,191:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.233281 seconds ...[0m
2023-09-17 10:06:46,222:	[1;34m[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.14125[0m
2023-09-17 10:06:46,222:	[1;34m[Coach] >>> VALID @Epoch: 273  >>> [0m
2023-09-17 10:06:46,223:	[1;34m[Coach] >>> TEST  @Epoch: 273  >>> [0m
2023-09-17 10:06:48,428:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.205678 seconds ...[0m
2023-09-17 10:06:48,461:	[1;34m[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.13973[0m
2023-09-17 10:06:48,461:	[1;34m[Coach] >>> VALID @Epoch: 274  >>> [0m
2023-09-17 10:06:48,461:	[1;34m[Coach] >>> TEST  @Epoch: 274  >>> [0m
2023-09-17 10:06:50,667:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.206340 seconds ...[0m
2023-09-17 10:06:52,633:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.932791 seconds ...[0m
2023-09-17 10:06:52,634:	[1;34m[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.13877[0m
2023-09-17 10:06:52,634:	[1;34m[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0047 || HITRATE@5 Avg: 0.0207 || HITRATE@10 Avg: 0.0355 || NDCG@5 Avg: 0.0127 || NDCG@10 Avg: 0.0175[0m
2023-09-17 10:06:52,634:	[1;34m[Coach] >>> TEST  @Epoch: 275  >>> [0m
2023-09-17 10:06:54,589:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.954559 seconds ...[0m
2023-09-17 10:06:54,631:	[1;34m[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.14027[0m
2023-09-17 10:06:54,631:	[1;34m[Coach] >>> VALID @Epoch: 276  >>> [0m
2023-09-17 10:06:54,632:	[1;34m[Coach] >>> TEST  @Epoch: 276  >>> [0m
2023-09-17 10:06:56,737:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.105106 seconds ...[0m
2023-09-17 10:06:56,768:	[1;34m[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.14389[0m
2023-09-17 10:06:56,768:	[1;34m[Coach] >>> VALID @Epoch: 277  >>> [0m
2023-09-17 10:06:56,768:	[1;34m[Coach] >>> TEST  @Epoch: 277  >>> [0m
2023-09-17 10:06:59,016:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.247926 seconds ...[0m
2023-09-17 10:06:59,050:	[1;34m[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.14114[0m
2023-09-17 10:06:59,051:	[1;34m[Coach] >>> VALID @Epoch: 278  >>> [0m
2023-09-17 10:06:59,051:	[1;34m[Coach] >>> TEST  @Epoch: 278  >>> [0m
2023-09-17 10:07:01,299:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.248250 seconds ...[0m
2023-09-17 10:07:01,341:	[1;34m[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.14060[0m
2023-09-17 10:07:01,341:	[1;34m[Coach] >>> VALID @Epoch: 279  >>> [0m
2023-09-17 10:07:01,341:	[1;34m[Coach] >>> TEST  @Epoch: 279  >>> [0m
2023-09-17 10:07:03,553:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.212021 seconds ...[0m
2023-09-17 10:07:05,614:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.015243 seconds ...[0m
2023-09-17 10:07:05,615:	[1;34m[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.14230[0m
2023-09-17 10:07:05,615:	[1;34m[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0067 || HITRATE@5 Avg: 0.0255 || HITRATE@10 Avg: 0.0376 || NDCG@5 Avg: 0.0163 || NDCG@10 Avg: 0.0201[0m
2023-09-17 10:07:05,615:	[1;34m[Coach] >>> TEST  @Epoch: 280  >>> [0m
2023-09-17 10:07:07,727:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.111611 seconds ...[0m
2023-09-17 10:07:07,760:	[1;34m[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.13915[0m
2023-09-17 10:07:07,760:	[1;34m[Coach] >>> VALID @Epoch: 281  >>> [0m
2023-09-17 10:07:07,760:	[1;34m[Coach] >>> TEST  @Epoch: 281  >>> [0m
2023-09-17 10:07:09,772:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.012056 seconds ...[0m
2023-09-17 10:07:09,803:	[1;34m[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.13843[0m
2023-09-17 10:07:09,803:	[1;34m[Coach] >>> VALID @Epoch: 282  >>> [0m
2023-09-17 10:07:09,803:	[1;34m[Coach] >>> TEST  @Epoch: 282  >>> [0m
2023-09-17 10:07:12,089:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.285894 seconds ...[0m
2023-09-17 10:07:12,133:	[1;34m[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.14052[0m
2023-09-17 10:07:12,134:	[1;34m[Coach] >>> VALID @Epoch: 283  >>> [0m
2023-09-17 10:07:12,134:	[1;34m[Coach] >>> TEST  @Epoch: 283  >>> [0m
2023-09-17 10:07:14,292:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.157593 seconds ...[0m
2023-09-17 10:07:14,333:	[1;34m[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.13927[0m
2023-09-17 10:07:14,333:	[1;34m[Coach] >>> VALID @Epoch: 284  >>> [0m
2023-09-17 10:07:14,334:	[1;34m[Coach] >>> TEST  @Epoch: 284  >>> [0m
2023-09-17 10:07:16,432:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.098702 seconds ...[0m
2023-09-17 10:07:18,414:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.949630 seconds ...[0m
2023-09-17 10:07:18,415:	[1;34m[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.14191[0m
2023-09-17 10:07:18,415:	[1;34m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0060 || HITRATE@5 Avg: 0.0238 || HITRATE@10 Avg: 0.0386 || NDCG@5 Avg: 0.0148 || NDCG@10 Avg: 0.0196[0m
2023-09-17 10:07:18,415:	[1;34m[Coach] >>> TEST  @Epoch: 285  >>> [0m
2023-09-17 10:07:20,364:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.948799 seconds ...[0m
2023-09-17 10:07:20,394:	[1;34m[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.13999[0m
2023-09-17 10:07:20,394:	[1;34m[Coach] >>> VALID @Epoch: 286  >>> [0m
2023-09-17 10:07:20,395:	[1;34m[Coach] >>> TEST  @Epoch: 286  >>> [0m
2023-09-17 10:07:22,529:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.134610 seconds ...[0m
2023-09-17 10:07:22,561:	[1;34m[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.14089[0m
2023-09-17 10:07:22,561:	[1;34m[Coach] >>> VALID @Epoch: 287  >>> [0m
2023-09-17 10:07:22,561:	[1;34m[Coach] >>> TEST  @Epoch: 287  >>> [0m
2023-09-17 10:07:24,770:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.207912 seconds ...[0m
2023-09-17 10:07:24,803:	[1;34m[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.13991[0m
2023-09-17 10:07:24,803:	[1;34m[Coach] >>> VALID @Epoch: 288  >>> [0m
2023-09-17 10:07:24,803:	[1;34m[Coach] >>> TEST  @Epoch: 288  >>> [0m
2023-09-17 10:07:27,072:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.268787 seconds ...[0m
2023-09-17 10:07:27,111:	[1;34m[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.13996[0m
2023-09-17 10:07:27,112:	[1;34m[Coach] >>> VALID @Epoch: 289  >>> [0m
2023-09-17 10:07:27,112:	[1;34m[Coach] >>> TEST  @Epoch: 289  >>> [0m
2023-09-17 10:07:29,336:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.223793 seconds ...[0m
2023-09-17 10:07:31,101:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.721535 seconds ...[0m
2023-09-17 10:07:31,102:	[1;34m[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.13998[0m
2023-09-17 10:07:31,102:	[1;34m[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0052 || HITRATE@5 Avg: 0.0231 || HITRATE@10 Avg: 0.0369 || NDCG@5 Avg: 0.0141 || NDCG@10 Avg: 0.0186[0m
2023-09-17 10:07:31,102:	[1;34m[Coach] >>> TEST  @Epoch: 290  >>> [0m
2023-09-17 10:07:33,073:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.970938 seconds ...[0m
2023-09-17 10:07:33,105:	[1;34m[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.13915[0m
2023-09-17 10:07:33,105:	[1;34m[Coach] >>> VALID @Epoch: 291  >>> [0m
2023-09-17 10:07:33,105:	[1;34m[Coach] >>> TEST  @Epoch: 291  >>> [0m
2023-09-17 10:07:34,995:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.890310 seconds ...[0m
2023-09-17 10:07:35,030:	[1;34m[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.13921[0m
2023-09-17 10:07:35,030:	[1;34m[Coach] >>> VALID @Epoch: 292  >>> [0m
2023-09-17 10:07:35,030:	[1;34m[Coach] >>> TEST  @Epoch: 292  >>> [0m
2023-09-17 10:07:37,249:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.219170 seconds ...[0m
2023-09-17 10:07:37,290:	[1;34m[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.14248[0m
2023-09-17 10:07:37,290:	[1;34m[Coach] >>> VALID @Epoch: 293  >>> [0m
2023-09-17 10:07:37,291:	[1;34m[Coach] >>> TEST  @Epoch: 293  >>> [0m
2023-09-17 10:07:39,141:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.850244 seconds ...[0m
2023-09-17 10:07:39,178:	[1;34m[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.13810[0m
2023-09-17 10:07:39,178:	[1;34m[Coach] >>> VALID @Epoch: 294  >>> [0m
2023-09-17 10:07:39,179:	[1;34m[Coach] >>> TEST  @Epoch: 294  >>> [0m
2023-09-17 10:07:41,136:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.957350 seconds ...[0m
2023-09-17 10:07:42,559:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.387793 seconds ...[0m
2023-09-17 10:07:42,559:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0206*** [0m
2023-09-17 10:07:42,575:	[1;34m[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.13917[0m
2023-09-17 10:07:42,576:	[1;34m[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0075 || HITRATE@5 Avg: 0.0243 || HITRATE@10 Avg: 0.0385 || NDCG@5 Avg: 0.0160 || NDCG@10 Avg: 0.0206[0m
2023-09-17 10:07:42,576:	[1;34m[Coach] >>> TEST  @Epoch: 295  >>> [0m
2023-09-17 10:07:44,885:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.309453 seconds ...[0m
2023-09-17 10:07:44,932:	[1;34m[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.14009[0m
2023-09-17 10:07:44,932:	[1;34m[Coach] >>> VALID @Epoch: 296  >>> [0m
2023-09-17 10:07:44,932:	[1;34m[Coach] >>> TEST  @Epoch: 296  >>> [0m
2023-09-17 10:07:47,229:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.296757 seconds ...[0m
2023-09-17 10:07:47,275:	[1;34m[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.13911[0m
2023-09-17 10:07:47,275:	[1;34m[Coach] >>> VALID @Epoch: 297  >>> [0m
2023-09-17 10:07:47,275:	[1;34m[Coach] >>> TEST  @Epoch: 297  >>> [0m
2023-09-17 10:07:49,115:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 1.839682 seconds ...[0m
2023-09-17 10:07:49,144:	[1;34m[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.14201[0m
2023-09-17 10:07:49,145:	[1;34m[Coach] >>> VALID @Epoch: 298  >>> [0m
2023-09-17 10:07:49,145:	[1;34m[Coach] >>> TEST  @Epoch: 298  >>> [0m
2023-09-17 10:07:51,222:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.077346 seconds ...[0m
2023-09-17 10:07:51,259:	[1;34m[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.14043[0m
2023-09-17 10:07:51,259:	[1;34m[Coach] >>> VALID @Epoch: 299  >>> [0m
2023-09-17 10:07:51,259:	[1;34m[Coach] >>> TEST  @Epoch: 299  >>> [0m
2023-09-17 10:07:53,310:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 2.049942 seconds ...[0m
2023-09-17 10:07:54,725:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.402837 seconds ...[0m
2023-09-17 10:07:56,096:	[1;34m[Wall TIME] >>> ChiefCoach.test takes 1.370695 seconds ...[0m
2023-09-17 10:07:56,097:	[1;34m[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.13721[0m
2023-09-17 10:07:56,097:	[1;34m[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0060 || HITRATE@5 Avg: 0.0243 || HITRATE@10 Avg: 0.0377 || NDCG@5 Avg: 0.0153 || NDCG@10 Avg: 0.0196[0m
2023-09-17 10:07:56,097:	[1;34m[Coach] >>> TEST  @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0041 || HITRATE@5 Avg: 0.0180 || HITRATE@10 Avg: 0.0317 || NDCG@5 Avg: 0.0112 || NDCG@10 Avg: 0.0156[0m
2023-09-17 10:07:57,689:	[1;34m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.137209     299
1   valid   HITRATE@1  0.007633     165
2   valid   HITRATE@5  0.025844     255
3   valid  HITRATE@10  0.038887     240
4   valid      NDCG@5  0.016273     280
5   valid     NDCG@10  0.020610     295
6    test   HITRATE@1  0.004147       0
7    test   HITRATE@5  0.017971       0
8    test  HITRATE@10  0.031674       0
9    test      NDCG@5  0.011247       0
10   test     NDCG@10  0.015616       0[0m
2023-09-17 10:07:57,690:	[1;34m[LoG_PaTH] >>> ./logs/Tools-5/AmazonTools_550_Chron/2-0917095342[0m
2023-09-17 10:07:57,782:	[1;34m[Wall TIME] >>> Coach.summary takes 1.684637 seconds ...[0m
2023-09-17 10:07:57,782:	[1;34m[Coach] >>> Load best model @Epoch 295  [0m
2023-09-17 10:07:59,366:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.579182 seconds ...[0m
2023-09-17 10:08:00,789:	[1;34m[Wall TIME] >>> ChiefCoach.test takes 1.422419 seconds ...[0m
2023-09-17 10:08:00,790:	[1;34m[Coach] >>> TRAIN @Epoch: 295  >>> [0m
2023-09-17 10:08:00,790:	[1;34m[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0075 || HITRATE@5 Avg: 0.0243 || HITRATE@10 Avg: 0.0385 || NDCG@5 Avg: 0.0160 || NDCG@10 Avg: 0.0206[0m
2023-09-17 10:08:00,790:	[1;34m[Coach] >>> TEST  @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0053 || HITRATE@5 Avg: 0.0192 || HITRATE@10 Avg: 0.0325 || NDCG@5 Avg: 0.0123 || NDCG@10 Avg: 0.0166[0m
2023-09-17 10:08:00,797:	[1;34m[Wall TIME] >>> Coach.fit takes 851.440407 seconds ...[0m
