2023-09-17 08:45:33,560:	========================================================================
2023-09-17 08:45:33,560:	========================================================================
2023-09-17 08:45:33,560:	========================================================================
2023-09-17 08:45:33,560:	[1;35m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-17 08:45:33,561:	[1;35m[Seed] >>> Set seed: 2[0m
2023-09-17 08:45:33,562:	[1;35m[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: Beauty-5] 
[root: ../../data] 
[dataset: AmazonBeauty_550_Chron] 
[config: configs/AmazonBeauty_550_Chron.yaml] 
[ranking: full] 
[device: 1] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.1] 
[lr: 0.001] 
[batch_size: 512] 
[epochs: 300] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0917084530] 
[maxlen: 50] 
[maxlen4graph: 50] 
[embedding_dim: 64] 
[hidden_size: 64] 
[emb_dropout_rate: 0.4] 
[num_gru_layers: 1] 
[aggr: neumann] 
[L: 3] 
[beta3: 0.99] 
[H: 1] 
[DATA_DIR: data] 
[SUMMARY_DIR: summary] 
[CHECKPOINT_PATH: ./infos/Beauty-5/AmazonBeauty_550_Chron/1] 
[LOG_PATH: ./logs/Beauty-5/AmazonBeauty_550_Chron/1-0917084530] 
[0m
2023-09-17 08:45:33,562:	[1;35m[Wall TIME] >>> Parser.compile takes 0.020741 seconds ...[0m
2023-09-17 08:45:33,599:	[1;35m[AmazonBeauty_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Sparse,FieldTags.User]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Item,FieldTags.Sparse]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Timestamp,FieldTags.Dense][0m
2023-09-17 08:45:33,812:	[1;35m+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |      Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| 22363  | 12101  | 8.876358270357287 |     198502    | 153776 | 22363  | 22363 | 0.0007335227064174272 |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+[0m
2023-09-17 08:45:33,812:	[1;35m[Wall TIME] >>> RecDataSet.compile takes 0.249352 seconds ...[0m
2023-09-17 08:45:34,049:	[1;35m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.087620 seconds ...[0m
2023-09-17 08:45:34,299:	[1;35m[Wall TIME] >>> SeqValidYielder.prepare takes 0.249891 seconds ...[0m
2023-09-17 08:45:34,407:	[1;35m[Wall TIME] >>> SeqTestYielder.prepare takes 0.107078 seconds ...[0m
2023-09-17 08:45:38,371:	[1;35m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-17 08:45:38,372:	[1;35m[Wall TIME] >>> Coach.compile takes 0.001641 seconds ...[0m
2023-09-17 08:45:40,504:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.108727 seconds ...[0m
2023-09-17 08:45:40,504:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0006*** [0m
2023-09-17 08:45:40,515:	[1;35m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-17 08:45:40,515:	[1;35m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0001 || HITRATE@5 Avg: 0.0006 || HITRATE@10 Avg: 0.0014 || NDCG@5 Avg: 0.0003 || NDCG@10 Avg: 0.0006[0m
2023-09-17 08:45:40,515:	[1;35m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-17 08:45:44,284:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.768598 seconds ...[0m
2023-09-17 08:45:44,332:	[1;35m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.55848[0m
2023-09-17 08:45:44,332:	[1;35m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-17 08:45:44,332:	[1;35m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-17 08:45:48,041:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.708050 seconds ...[0m
2023-09-17 08:45:48,083:	[1;35m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.46963[0m
2023-09-17 08:45:48,083:	[1;35m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-17 08:45:48,083:	[1;35m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-17 08:45:51,844:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.760370 seconds ...[0m
2023-09-17 08:45:51,887:	[1;35m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.42191[0m
2023-09-17 08:45:51,887:	[1;35m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-17 08:45:51,887:	[1;35m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-17 08:45:55,290:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.402594 seconds ...[0m
2023-09-17 08:45:55,330:	[1;35m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.38743[0m
2023-09-17 08:45:55,330:	[1;35m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-17 08:45:55,330:	[1;35m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-17 08:45:58,871:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.540256 seconds ...[0m
2023-09-17 08:46:00,913:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.999779 seconds ...[0m
2023-09-17 08:46:00,914:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0127*** [0m
2023-09-17 08:46:00,923:	[1;35m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.35887[0m
2023-09-17 08:46:00,924:	[1;35m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0033 || HITRATE@5 Avg: 0.0157 || HITRATE@10 Avg: 0.0262 || NDCG@5 Avg: 0.0093 || NDCG@10 Avg: 0.0127[0m
2023-09-17 08:46:00,924:	[1;35m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-17 08:46:04,347:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.423177 seconds ...[0m
2023-09-17 08:46:04,394:	[1;35m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.33810[0m
2023-09-17 08:46:04,394:	[1;35m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-17 08:46:04,394:	[1;35m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-17 08:46:07,815:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.421305 seconds ...[0m
2023-09-17 08:46:07,866:	[1;35m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.32159[0m
2023-09-17 08:46:07,866:	[1;35m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-17 08:46:07,866:	[1;35m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-17 08:46:11,417:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.550982 seconds ...[0m
2023-09-17 08:46:11,468:	[1;35m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.30364[0m
2023-09-17 08:46:11,468:	[1;35m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-17 08:46:11,469:	[1;35m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-17 08:46:15,070:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.601360 seconds ...[0m
2023-09-17 08:46:15,113:	[1;35m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.29103[0m
2023-09-17 08:46:15,113:	[1;35m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-17 08:46:15,113:	[1;35m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-17 08:46:18,690:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.576559 seconds ...[0m
2023-09-17 08:46:20,790:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.061925 seconds ...[0m
2023-09-17 08:46:20,790:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0188*** [0m
2023-09-17 08:46:20,800:	[1;35m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.27639[0m
2023-09-17 08:46:20,800:	[1;35m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0052 || HITRATE@5 Avg: 0.0207 || HITRATE@10 Avg: 0.0395 || NDCG@5 Avg: 0.0128 || NDCG@10 Avg: 0.0188[0m
2023-09-17 08:46:20,800:	[1;35m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-17 08:46:24,469:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.669007 seconds ...[0m
2023-09-17 08:46:24,510:	[1;35m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.26495[0m
2023-09-17 08:46:24,510:	[1;35m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-17 08:46:24,510:	[1;35m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-17 08:46:28,397:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.886732 seconds ...[0m
2023-09-17 08:46:28,436:	[1;35m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.25472[0m
2023-09-17 08:46:28,437:	[1;35m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-17 08:46:28,437:	[1;35m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-17 08:46:32,202:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.765139 seconds ...[0m
2023-09-17 08:46:32,240:	[1;35m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.24753[0m
2023-09-17 08:46:32,241:	[1;35m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-17 08:46:32,241:	[1;35m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-17 08:46:36,061:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.819550 seconds ...[0m
2023-09-17 08:46:36,104:	[1;35m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.23930[0m
2023-09-17 08:46:36,112:	[1;35m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-17 08:46:36,112:	[1;35m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-17 08:46:39,887:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.774550 seconds ...[0m
2023-09-17 08:46:41,949:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.025937 seconds ...[0m
2023-09-17 08:46:41,949:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0217*** [0m
2023-09-17 08:46:41,961:	[1;35m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.23351[0m
2023-09-17 08:46:41,961:	[1;35m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0062 || HITRATE@5 Avg: 0.0254 || HITRATE@10 Avg: 0.0440 || NDCG@5 Avg: 0.0157 || NDCG@10 Avg: 0.0217[0m
2023-09-17 08:46:41,961:	[1;35m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-17 08:46:45,563:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.602022 seconds ...[0m
2023-09-17 08:46:45,602:	[1;35m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.22425[0m
2023-09-17 08:46:45,602:	[1;35m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-17 08:46:45,602:	[1;35m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-17 08:46:49,226:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.623609 seconds ...[0m
2023-09-17 08:46:49,273:	[1;35m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.22088[0m
2023-09-17 08:46:49,273:	[1;35m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-17 08:46:49,274:	[1;35m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-17 08:46:52,946:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.672222 seconds ...[0m
2023-09-17 08:46:52,986:	[1;35m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.21619[0m
2023-09-17 08:46:52,986:	[1;35m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-17 08:46:52,986:	[1;35m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-17 08:46:56,711:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.724623 seconds ...[0m
2023-09-17 08:46:56,754:	[1;35m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.21178[0m
2023-09-17 08:46:56,754:	[1;35m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-17 08:46:56,754:	[1;35m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-17 08:47:00,510:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.755603 seconds ...[0m
2023-09-17 08:47:02,655:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.108094 seconds ...[0m
2023-09-17 08:47:02,655:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0227*** [0m
2023-09-17 08:47:02,669:	[1;35m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.20784[0m
2023-09-17 08:47:02,669:	[1;35m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0072 || HITRATE@5 Avg: 0.0266 || HITRATE@10 Avg: 0.0451 || NDCG@5 Avg: 0.0167 || NDCG@10 Avg: 0.0227[0m
2023-09-17 08:47:02,669:	[1;35m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-17 08:47:06,737:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.068044 seconds ...[0m
2023-09-17 08:47:06,778:	[1;35m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.20203[0m
2023-09-17 08:47:06,778:	[1;35m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-17 08:47:06,778:	[1;35m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-17 08:47:10,344:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.565782 seconds ...[0m
2023-09-17 08:47:10,383:	[1;35m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.19957[0m
2023-09-17 08:47:10,383:	[1;35m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-17 08:47:10,383:	[1;35m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-17 08:47:14,099:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.715015 seconds ...[0m
2023-09-17 08:47:14,152:	[1;35m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.19631[0m
2023-09-17 08:47:14,152:	[1;35m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-17 08:47:14,152:	[1;35m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-17 08:47:17,858:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.706011 seconds ...[0m
2023-09-17 08:47:17,904:	[1;35m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.19197[0m
2023-09-17 08:47:17,904:	[1;35m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-17 08:47:17,904:	[1;35m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-17 08:47:21,757:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.852497 seconds ...[0m
2023-09-17 08:47:23,892:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.097556 seconds ...[0m
2023-09-17 08:47:23,893:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0231*** [0m
2023-09-17 08:47:23,904:	[1;35m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.18825[0m
2023-09-17 08:47:23,904:	[1;35m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0063 || HITRATE@5 Avg: 0.0274 || HITRATE@10 Avg: 0.0469 || NDCG@5 Avg: 0.0168 || NDCG@10 Avg: 0.0231[0m
2023-09-17 08:47:23,904:	[1;35m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-17 08:47:28,014:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.109731 seconds ...[0m
2023-09-17 08:47:28,062:	[1;35m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.18574[0m
2023-09-17 08:47:28,062:	[1;35m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-17 08:47:28,062:	[1;35m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-17 08:47:31,419:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.356094 seconds ...[0m
2023-09-17 08:47:31,456:	[1;35m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.18350[0m
2023-09-17 08:47:31,456:	[1;35m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-17 08:47:31,456:	[1;35m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-17 08:47:34,956:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.499489 seconds ...[0m
2023-09-17 08:47:34,999:	[1;35m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.18125[0m
2023-09-17 08:47:34,999:	[1;35m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-17 08:47:34,999:	[1;35m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-17 08:47:39,123:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.122942 seconds ...[0m
2023-09-17 08:47:39,162:	[1;35m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.17651[0m
2023-09-17 08:47:39,162:	[1;35m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-17 08:47:39,162:	[1;35m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-17 08:47:42,524:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.361939 seconds ...[0m
2023-09-17 08:47:44,592:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.027854 seconds ...[0m
2023-09-17 08:47:44,593:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0242*** [0m
2023-09-17 08:47:44,606:	[1;35m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.17433[0m
2023-09-17 08:47:44,606:	[1;35m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0075 || HITRATE@5 Avg: 0.0286 || HITRATE@10 Avg: 0.0473 || NDCG@5 Avg: 0.0182 || NDCG@10 Avg: 0.0242[0m
2023-09-17 08:47:44,606:	[1;35m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-17 08:47:48,203:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.596403 seconds ...[0m
2023-09-17 08:47:48,243:	[1;35m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.17177[0m
2023-09-17 08:47:48,243:	[1;35m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-17 08:47:48,243:	[1;35m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-17 08:47:51,980:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.736808 seconds ...[0m
2023-09-17 08:47:52,021:	[1;35m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.16857[0m
2023-09-17 08:47:52,021:	[1;35m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-17 08:47:52,022:	[1;35m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-17 08:47:55,687:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.665418 seconds ...[0m
2023-09-17 08:47:55,730:	[1;35m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.16866[0m
2023-09-17 08:47:55,730:	[1;35m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-17 08:47:55,730:	[1;35m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-17 08:47:59,623:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.892942 seconds ...[0m
2023-09-17 08:47:59,663:	[1;35m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.16556[0m
2023-09-17 08:47:59,663:	[1;35m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-17 08:47:59,663:	[1;35m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-17 08:48:03,201:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.537447 seconds ...[0m
2023-09-17 08:48:05,412:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.168137 seconds ...[0m
2023-09-17 08:48:05,412:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0260*** [0m
2023-09-17 08:48:05,426:	[1;35m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.16379[0m
2023-09-17 08:48:05,426:	[1;35m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0080 || HITRATE@5 Avg: 0.0317 || HITRATE@10 Avg: 0.0512 || NDCG@5 Avg: 0.0198 || NDCG@10 Avg: 0.0260[0m
2023-09-17 08:48:05,426:	[1;35m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-17 08:48:09,397:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.970537 seconds ...[0m
2023-09-17 08:48:09,444:	[1;35m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.16146[0m
2023-09-17 08:48:09,444:	[1;35m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-17 08:48:09,444:	[1;35m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-17 08:48:12,790:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.345143 seconds ...[0m
2023-09-17 08:48:12,835:	[1;35m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.16044[0m
2023-09-17 08:48:12,835:	[1;35m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-17 08:48:12,835:	[1;35m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-17 08:48:16,354:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.519132 seconds ...[0m
2023-09-17 08:48:16,393:	[1;35m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.15825[0m
2023-09-17 08:48:16,393:	[1;35m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-17 08:48:16,393:	[1;35m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-17 08:48:20,038:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.645348 seconds ...[0m
2023-09-17 08:48:20,076:	[1;35m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.15521[0m
2023-09-17 08:48:20,077:	[1;35m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-17 08:48:20,077:	[1;35m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-17 08:48:23,691:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.614436 seconds ...[0m
2023-09-17 08:48:25,802:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.071462 seconds ...[0m
2023-09-17 08:48:25,803:	[1;35m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.15310[0m
2023-09-17 08:48:25,803:	[1;35m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0061 || HITRATE@5 Avg: 0.0303 || HITRATE@10 Avg: 0.0507 || NDCG@5 Avg: 0.0182 || NDCG@10 Avg: 0.0248[0m
2023-09-17 08:48:25,803:	[1;35m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-17 08:48:29,435:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.631538 seconds ...[0m
2023-09-17 08:48:29,475:	[1;35m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.15160[0m
2023-09-17 08:48:29,475:	[1;35m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-17 08:48:29,475:	[1;35m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-17 08:48:33,534:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.058754 seconds ...[0m
2023-09-17 08:48:33,572:	[1;35m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.15065[0m
2023-09-17 08:48:33,572:	[1;35m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-17 08:48:33,573:	[1;35m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-17 08:48:37,287:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.714034 seconds ...[0m
2023-09-17 08:48:37,324:	[1;35m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.14770[0m
2023-09-17 08:48:37,324:	[1;35m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-17 08:48:37,324:	[1;35m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-17 08:48:41,122:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.797477 seconds ...[0m
2023-09-17 08:48:41,168:	[1;35m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.14614[0m
2023-09-17 08:48:41,169:	[1;35m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-17 08:48:41,169:	[1;35m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-17 08:48:44,724:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.555122 seconds ...[0m
2023-09-17 08:48:46,902:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.139568 seconds ...[0m
2023-09-17 08:48:46,903:	[1;35m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.14491[0m
2023-09-17 08:48:46,903:	[1;35m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0074 || HITRATE@5 Avg: 0.0328 || HITRATE@10 Avg: 0.0512 || NDCG@5 Avg: 0.0201 || NDCG@10 Avg: 0.0260[0m
2023-09-17 08:48:46,903:	[1;35m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-17 08:48:50,824:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.921381 seconds ...[0m
2023-09-17 08:48:50,870:	[1;35m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.14622[0m
2023-09-17 08:48:50,870:	[1;35m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-17 08:48:50,870:	[1;35m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-17 08:48:54,627:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.756499 seconds ...[0m
2023-09-17 08:48:54,677:	[1;35m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.14597[0m
2023-09-17 08:48:54,677:	[1;35m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-17 08:48:54,677:	[1;35m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-17 08:48:58,461:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.783996 seconds ...[0m
2023-09-17 08:48:58,512:	[1;35m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.14430[0m
2023-09-17 08:48:58,512:	[1;35m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-17 08:48:58,512:	[1;35m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-17 08:49:01,953:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.440753 seconds ...[0m
2023-09-17 08:49:01,990:	[1;35m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.14165[0m
2023-09-17 08:49:01,990:	[1;35m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-17 08:49:01,990:	[1;35m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-17 08:49:05,420:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.429216 seconds ...[0m
2023-09-17 08:49:07,650:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.187103 seconds ...[0m
2023-09-17 08:49:07,650:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0264*** [0m
2023-09-17 08:49:07,660:	[1;35m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.14157[0m
2023-09-17 08:49:07,660:	[1;35m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0081 || HITRATE@5 Avg: 0.0319 || HITRATE@10 Avg: 0.0525 || NDCG@5 Avg: 0.0198 || NDCG@10 Avg: 0.0264[0m
2023-09-17 08:49:07,660:	[1;35m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-17 08:49:11,454:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.793704 seconds ...[0m
2023-09-17 08:49:11,497:	[1;35m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.13900[0m
2023-09-17 08:49:11,498:	[1;35m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-17 08:49:11,498:	[1;35m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-17 08:49:15,476:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.978109 seconds ...[0m
2023-09-17 08:49:15,513:	[1;35m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.13561[0m
2023-09-17 08:49:15,513:	[1;35m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-17 08:49:15,513:	[1;35m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-17 08:49:19,175:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.662053 seconds ...[0m
2023-09-17 08:49:19,216:	[1;35m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.13723[0m
2023-09-17 08:49:19,216:	[1;35m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-17 08:49:19,216:	[1;35m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-17 08:49:22,898:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.681168 seconds ...[0m
2023-09-17 08:49:22,939:	[1;35m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.13594[0m
2023-09-17 08:49:22,939:	[1;35m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-17 08:49:22,939:	[1;35m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-17 08:49:26,627:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.687140 seconds ...[0m
2023-09-17 08:49:28,749:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.080203 seconds ...[0m
2023-09-17 08:49:28,750:	[1;35m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.13357[0m
2023-09-17 08:49:28,750:	[1;35m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0090 || HITRATE@5 Avg: 0.0310 || HITRATE@10 Avg: 0.0495 || NDCG@5 Avg: 0.0201 || NDCG@10 Avg: 0.0261[0m
2023-09-17 08:49:28,750:	[1;35m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-17 08:49:32,449:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.698571 seconds ...[0m
2023-09-17 08:49:32,489:	[1;35m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.13481[0m
2023-09-17 08:49:32,490:	[1;35m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-17 08:49:32,490:	[1;35m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-17 08:49:36,161:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.670827 seconds ...[0m
2023-09-17 08:49:36,200:	[1;35m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.13404[0m
2023-09-17 08:49:36,201:	[1;35m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-17 08:49:36,201:	[1;35m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-17 08:49:39,964:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.763310 seconds ...[0m
2023-09-17 08:49:40,007:	[1;35m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.13251[0m
2023-09-17 08:49:40,007:	[1;35m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-17 08:49:40,008:	[1;35m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-17 08:49:43,430:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.422616 seconds ...[0m
2023-09-17 08:49:43,469:	[1;35m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.13030[0m
2023-09-17 08:49:43,469:	[1;35m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-17 08:49:43,469:	[1;35m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-17 08:49:47,263:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.793930 seconds ...[0m
2023-09-17 08:49:49,521:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.199208 seconds ...[0m
2023-09-17 08:49:49,521:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0279*** [0m
2023-09-17 08:49:49,531:	[1;35m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.13034[0m
2023-09-17 08:49:49,531:	[1;35m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0094 || HITRATE@5 Avg: 0.0323 || HITRATE@10 Avg: 0.0542 || NDCG@5 Avg: 0.0209 || NDCG@10 Avg: 0.0279[0m
2023-09-17 08:49:49,531:	[1;35m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-17 08:49:53,288:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.756747 seconds ...[0m
2023-09-17 08:49:53,325:	[1;35m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.12883[0m
2023-09-17 08:49:53,326:	[1;35m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-17 08:49:53,326:	[1;35m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-17 08:49:56,967:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.640832 seconds ...[0m
2023-09-17 08:49:57,012:	[1;35m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.13319[0m
2023-09-17 08:49:57,013:	[1;35m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-17 08:49:57,013:	[1;35m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-17 08:50:00,648:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.635101 seconds ...[0m
2023-09-17 08:50:00,703:	[1;35m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.12837[0m
2023-09-17 08:50:00,703:	[1;35m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-17 08:50:00,703:	[1;35m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-17 08:50:04,440:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.737079 seconds ...[0m
2023-09-17 08:50:04,485:	[1;35m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.12928[0m
2023-09-17 08:50:04,485:	[1;35m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-17 08:50:04,485:	[1;35m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-17 08:50:08,042:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.556759 seconds ...[0m
2023-09-17 08:50:10,117:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.033809 seconds ...[0m
2023-09-17 08:50:10,117:	[1;35m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.12705[0m
2023-09-17 08:50:10,118:	[1;35m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0078 || HITRATE@5 Avg: 0.0317 || HITRATE@10 Avg: 0.0514 || NDCG@5 Avg: 0.0198 || NDCG@10 Avg: 0.0261[0m
2023-09-17 08:50:10,118:	[1;35m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-17 08:50:14,044:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.926402 seconds ...[0m
2023-09-17 08:50:14,087:	[1;35m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.12765[0m
2023-09-17 08:50:14,087:	[1;35m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-17 08:50:14,087:	[1;35m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-17 08:50:18,270:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.182355 seconds ...[0m
2023-09-17 08:50:18,311:	[1;35m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.12776[0m
2023-09-17 08:50:18,311:	[1;35m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-17 08:50:18,311:	[1;35m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-17 08:50:21,928:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.616129 seconds ...[0m
2023-09-17 08:50:21,965:	[1;35m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.12574[0m
2023-09-17 08:50:21,966:	[1;35m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-17 08:50:21,966:	[1;35m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-17 08:50:25,436:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.469908 seconds ...[0m
2023-09-17 08:50:25,476:	[1;35m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.12512[0m
2023-09-17 08:50:25,476:	[1;35m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-17 08:50:25,476:	[1;35m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-17 08:50:29,395:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.919187 seconds ...[0m
2023-09-17 08:50:31,559:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.124619 seconds ...[0m
2023-09-17 08:50:31,559:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0280*** [0m
2023-09-17 08:50:31,568:	[1;35m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.12504[0m
2023-09-17 08:50:31,569:	[1;35m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0088 || HITRATE@5 Avg: 0.0332 || HITRATE@10 Avg: 0.0557 || NDCG@5 Avg: 0.0208 || NDCG@10 Avg: 0.0280[0m
2023-09-17 08:50:31,569:	[1;35m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-17 08:50:35,094:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.525067 seconds ...[0m
2023-09-17 08:50:35,134:	[1;35m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.12404[0m
2023-09-17 08:50:35,134:	[1;35m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-17 08:50:35,134:	[1;35m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-17 08:50:38,653:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.518881 seconds ...[0m
2023-09-17 08:50:38,697:	[1;35m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.12269[0m
2023-09-17 08:50:38,697:	[1;35m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-17 08:50:38,697:	[1;35m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-17 08:50:42,162:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.464250 seconds ...[0m
2023-09-17 08:50:42,209:	[1;35m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.12226[0m
2023-09-17 08:50:42,209:	[1;35m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-17 08:50:42,209:	[1;35m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-17 08:50:45,909:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.699714 seconds ...[0m
2023-09-17 08:50:45,948:	[1;35m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.12284[0m
2023-09-17 08:50:45,948:	[1;35m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-17 08:50:45,948:	[1;35m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-17 08:50:49,405:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.457300 seconds ...[0m
2023-09-17 08:50:51,534:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.084305 seconds ...[0m
2023-09-17 08:50:51,534:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0286*** [0m
2023-09-17 08:50:51,546:	[1;35m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.12089[0m
2023-09-17 08:50:51,546:	[1;35m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0090 || HITRATE@5 Avg: 0.0350 || HITRATE@10 Avg: 0.0561 || NDCG@5 Avg: 0.0219 || NDCG@10 Avg: 0.0286[0m
2023-09-17 08:50:51,546:	[1;35m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-17 08:50:55,286:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.739628 seconds ...[0m
2023-09-17 08:50:55,326:	[1;35m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.12173[0m
2023-09-17 08:50:55,326:	[1;35m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-17 08:50:55,326:	[1;35m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-17 08:50:59,146:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.819568 seconds ...[0m
2023-09-17 08:50:59,188:	[1;35m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.12005[0m
2023-09-17 08:50:59,189:	[1;35m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-17 08:50:59,189:	[1;35m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-17 08:51:02,586:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.396613 seconds ...[0m
2023-09-17 08:51:02,634:	[1;35m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.12094[0m
2023-09-17 08:51:02,635:	[1;35m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-17 08:51:02,635:	[1;35m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-17 08:51:06,357:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.721962 seconds ...[0m
2023-09-17 08:51:06,394:	[1;35m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.12036[0m
2023-09-17 08:51:06,394:	[1;35m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-17 08:51:06,394:	[1;35m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-17 08:51:10,294:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.899775 seconds ...[0m
2023-09-17 08:51:12,479:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.142700 seconds ...[0m
2023-09-17 08:51:12,479:	[1;35m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.11838[0m
2023-09-17 08:51:12,479:	[1;35m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0073 || HITRATE@5 Avg: 0.0343 || HITRATE@10 Avg: 0.0559 || NDCG@5 Avg: 0.0207 || NDCG@10 Avg: 0.0276[0m
2023-09-17 08:51:12,480:	[1;35m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-17 08:51:16,353:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.873553 seconds ...[0m
2023-09-17 08:51:16,395:	[1;35m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.12077[0m
2023-09-17 08:51:16,395:	[1;35m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-17 08:51:16,395:	[1;35m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-17 08:51:19,990:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.594913 seconds ...[0m
2023-09-17 08:51:20,030:	[1;35m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.11962[0m
2023-09-17 08:51:20,030:	[1;35m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-17 08:51:20,030:	[1;35m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-17 08:51:23,711:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.680628 seconds ...[0m
2023-09-17 08:51:23,750:	[1;35m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.11873[0m
2023-09-17 08:51:23,751:	[1;35m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-17 08:51:23,751:	[1;35m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-17 08:51:27,141:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.389678 seconds ...[0m
2023-09-17 08:51:27,178:	[1;35m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.11886[0m
2023-09-17 08:51:27,179:	[1;35m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-17 08:51:27,179:	[1;35m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-17 08:51:30,838:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.658772 seconds ...[0m
2023-09-17 08:51:32,872:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.992704 seconds ...[0m
2023-09-17 08:51:32,872:	[1;35m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.11772[0m
2023-09-17 08:51:32,872:	[1;35m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0092 || HITRATE@5 Avg: 0.0332 || HITRATE@10 Avg: 0.0563 || NDCG@5 Avg: 0.0211 || NDCG@10 Avg: 0.0286[0m
2023-09-17 08:51:32,873:	[1;35m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-17 08:51:36,552:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.679507 seconds ...[0m
2023-09-17 08:51:36,589:	[1;35m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.11721[0m
2023-09-17 08:51:36,589:	[1;35m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-17 08:51:36,589:	[1;35m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-17 08:51:40,253:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.663762 seconds ...[0m
2023-09-17 08:51:40,293:	[1;35m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.11793[0m
2023-09-17 08:51:40,293:	[1;35m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-17 08:51:40,293:	[1;35m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-17 08:51:43,761:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.467474 seconds ...[0m
2023-09-17 08:51:43,797:	[1;35m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.11560[0m
2023-09-17 08:51:43,797:	[1;35m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-17 08:51:43,798:	[1;35m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-17 08:51:47,228:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.430286 seconds ...[0m
2023-09-17 08:51:47,267:	[1;35m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.11531[0m
2023-09-17 08:51:47,268:	[1;35m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-17 08:51:47,268:	[1;35m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-17 08:51:50,697:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.429542 seconds ...[0m
2023-09-17 08:51:52,721:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.981627 seconds ...[0m
2023-09-17 08:51:52,722:	[1;35m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.11561[0m
2023-09-17 08:51:52,722:	[1;35m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0086 || HITRATE@5 Avg: 0.0318 || HITRATE@10 Avg: 0.0549 || NDCG@5 Avg: 0.0202 || NDCG@10 Avg: 0.0276[0m
2023-09-17 08:51:52,722:	[1;35m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-17 08:51:56,336:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.613317 seconds ...[0m
2023-09-17 08:51:56,373:	[1;35m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.11690[0m
2023-09-17 08:51:56,373:	[1;35m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-17 08:51:56,373:	[1;35m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-17 08:52:00,221:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.847991 seconds ...[0m
2023-09-17 08:52:00,271:	[1;35m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.11435[0m
2023-09-17 08:52:00,271:	[1;35m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-17 08:52:00,271:	[1;35m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-17 08:52:04,218:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.946579 seconds ...[0m
2023-09-17 08:52:04,259:	[1;35m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.11378[0m
2023-09-17 08:52:04,259:	[1;35m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-17 08:52:04,259:	[1;35m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-17 08:52:07,815:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.556487 seconds ...[0m
2023-09-17 08:52:07,866:	[1;35m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.11467[0m
2023-09-17 08:52:07,866:	[1;35m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-17 08:52:07,866:	[1;35m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-17 08:52:11,421:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.554581 seconds ...[0m
2023-09-17 08:52:13,580:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.118945 seconds ...[0m
2023-09-17 08:52:13,580:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0291*** [0m
2023-09-17 08:52:13,589:	[1;35m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.11321[0m
2023-09-17 08:52:13,590:	[1;35m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0082 || HITRATE@5 Avg: 0.0357 || HITRATE@10 Avg: 0.0580 || NDCG@5 Avg: 0.0219 || NDCG@10 Avg: 0.0291[0m
2023-09-17 08:52:13,590:	[1;35m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-17 08:52:17,363:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.772988 seconds ...[0m
2023-09-17 08:52:17,404:	[1;35m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.11501[0m
2023-09-17 08:52:17,404:	[1;35m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-17 08:52:17,404:	[1;35m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-17 08:52:20,921:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.516322 seconds ...[0m
2023-09-17 08:52:20,959:	[1;35m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.11535[0m
2023-09-17 08:52:20,959:	[1;35m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-17 08:52:20,959:	[1;35m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-17 08:52:24,813:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.853931 seconds ...[0m
2023-09-17 08:52:24,851:	[1;35m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.11248[0m
2023-09-17 08:52:24,851:	[1;35m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-17 08:52:24,851:	[1;35m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-17 08:52:28,440:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.588866 seconds ...[0m
2023-09-17 08:52:28,482:	[1;35m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.11378[0m
2023-09-17 08:52:28,483:	[1;35m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-17 08:52:28,483:	[1;35m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-17 08:52:32,122:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.639591 seconds ...[0m
2023-09-17 08:52:34,199:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.034417 seconds ...[0m
2023-09-17 08:52:34,199:	[1;35m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.11196[0m
2023-09-17 08:52:34,199:	[1;35m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0091 || HITRATE@5 Avg: 0.0343 || HITRATE@10 Avg: 0.0563 || NDCG@5 Avg: 0.0216 || NDCG@10 Avg: 0.0287[0m
2023-09-17 08:52:34,199:	[1;35m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-17 08:52:38,013:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.813915 seconds ...[0m
2023-09-17 08:52:38,051:	[1;35m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.11220[0m
2023-09-17 08:52:38,051:	[1;35m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-17 08:52:38,051:	[1;35m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-17 08:52:41,615:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.563453 seconds ...[0m
2023-09-17 08:52:41,655:	[1;35m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.11031[0m
2023-09-17 08:52:41,655:	[1;35m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-17 08:52:41,655:	[1;35m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-17 08:52:45,563:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.907205 seconds ...[0m
2023-09-17 08:52:45,606:	[1;35m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.11104[0m
2023-09-17 08:52:45,606:	[1;35m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-17 08:52:45,606:	[1;35m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-17 08:52:49,106:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.498952 seconds ...[0m
2023-09-17 08:52:49,143:	[1;35m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.11119[0m
2023-09-17 08:52:49,143:	[1;35m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-17 08:52:49,143:	[1;35m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-17 08:52:52,602:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.459025 seconds ...[0m
2023-09-17 08:52:54,614:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.975311 seconds ...[0m
2023-09-17 08:52:54,614:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0293*** [0m
2023-09-17 08:52:54,626:	[1;35m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.11087[0m
2023-09-17 08:52:54,626:	[1;35m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0094 || HITRATE@5 Avg: 0.0351 || HITRATE@10 Avg: 0.0569 || NDCG@5 Avg: 0.0223 || NDCG@10 Avg: 0.0293[0m
2023-09-17 08:52:54,626:	[1;35m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-17 08:52:58,324:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.698223 seconds ...[0m
2023-09-17 08:52:58,362:	[1;35m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.11181[0m
2023-09-17 08:52:58,362:	[1;35m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-17 08:52:58,362:	[1;35m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-17 08:53:01,835:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.472742 seconds ...[0m
2023-09-17 08:53:01,872:	[1;35m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.11036[0m
2023-09-17 08:53:01,872:	[1;35m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-17 08:53:01,872:	[1;35m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-17 08:53:05,485:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.612942 seconds ...[0m
2023-09-17 08:53:05,522:	[1;35m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.11364[0m
2023-09-17 08:53:05,522:	[1;35m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-17 08:53:05,522:	[1;35m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-17 08:53:09,008:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.484856 seconds ...[0m
2023-09-17 08:53:09,054:	[1;35m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.10864[0m
2023-09-17 08:53:09,054:	[1;35m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-17 08:53:09,054:	[1;35m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-17 08:53:12,619:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.564667 seconds ...[0m
2023-09-17 08:53:14,713:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.047420 seconds ...[0m
2023-09-17 08:53:14,714:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0296*** [0m
2023-09-17 08:53:14,724:	[1;35m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.10746[0m
2023-09-17 08:53:14,724:	[1;35m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0096 || HITRATE@5 Avg: 0.0350 || HITRATE@10 Avg: 0.0578 || NDCG@5 Avg: 0.0223 || NDCG@10 Avg: 0.0296[0m
2023-09-17 08:53:14,724:	[1;35m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-17 08:53:18,570:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.845878 seconds ...[0m
2023-09-17 08:53:18,623:	[1;35m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.10799[0m
2023-09-17 08:53:18,623:	[1;35m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-17 08:53:18,623:	[1;35m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-17 08:53:22,336:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.712643 seconds ...[0m
2023-09-17 08:53:22,388:	[1;35m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.10789[0m
2023-09-17 08:53:22,388:	[1;35m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-17 08:53:22,388:	[1;35m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-17 08:53:26,278:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.890105 seconds ...[0m
2023-09-17 08:53:26,316:	[1;35m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.10896[0m
2023-09-17 08:53:26,317:	[1;35m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-17 08:53:26,317:	[1;35m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-17 08:53:30,158:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.841396 seconds ...[0m
2023-09-17 08:53:30,202:	[1;35m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.10696[0m
2023-09-17 08:53:30,202:	[1;35m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-17 08:53:30,202:	[1;35m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-17 08:53:33,547:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.344819 seconds ...[0m
2023-09-17 08:53:35,824:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.224450 seconds ...[0m
2023-09-17 08:53:35,825:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0305*** [0m
2023-09-17 08:53:35,834:	[1;35m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.10764[0m
2023-09-17 08:53:35,834:	[1;35m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0093 || HITRATE@5 Avg: 0.0368 || HITRATE@10 Avg: 0.0597 || NDCG@5 Avg: 0.0231 || NDCG@10 Avg: 0.0305[0m
2023-09-17 08:53:35,834:	[1;35m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-17 08:53:39,424:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.589609 seconds ...[0m
2023-09-17 08:53:39,469:	[1;35m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.10796[0m
2023-09-17 08:53:39,470:	[1;35m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-17 08:53:39,470:	[1;35m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-17 08:53:43,198:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.728042 seconds ...[0m
2023-09-17 08:53:43,234:	[1;35m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.10841[0m
2023-09-17 08:53:43,235:	[1;35m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-17 08:53:43,235:	[1;35m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-17 08:53:46,854:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.619328 seconds ...[0m
2023-09-17 08:53:46,892:	[1;35m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.10877[0m
2023-09-17 08:53:46,892:	[1;35m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-17 08:53:46,892:	[1;35m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-17 08:53:50,348:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.455939 seconds ...[0m
2023-09-17 08:53:50,388:	[1;35m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.10535[0m
2023-09-17 08:53:50,389:	[1;35m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-17 08:53:50,389:	[1;35m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-17 08:53:53,951:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.561814 seconds ...[0m
2023-09-17 08:53:56,163:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.167957 seconds ...[0m
2023-09-17 08:53:56,164:	[1;35m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.10753[0m
2023-09-17 08:53:56,164:	[1;35m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0087 || HITRATE@5 Avg: 0.0380 || HITRATE@10 Avg: 0.0597 || NDCG@5 Avg: 0.0233 || NDCG@10 Avg: 0.0303[0m
2023-09-17 08:53:56,164:	[1;35m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-17 08:53:59,859:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.694714 seconds ...[0m
2023-09-17 08:53:59,905:	[1;35m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.10548[0m
2023-09-17 08:53:59,905:	[1;35m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-17 08:53:59,905:	[1;35m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-17 08:54:03,523:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.617207 seconds ...[0m
2023-09-17 08:54:03,563:	[1;35m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.10717[0m
2023-09-17 08:54:03,563:	[1;35m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-17 08:54:03,563:	[1;35m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-17 08:54:07,106:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.542754 seconds ...[0m
2023-09-17 08:54:07,147:	[1;35m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.10650[0m
2023-09-17 08:54:07,147:	[1;35m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-17 08:54:07,147:	[1;35m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-17 08:54:10,957:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.809466 seconds ...[0m
2023-09-17 08:54:10,999:	[1;35m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.10387[0m
2023-09-17 08:54:11,000:	[1;35m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-17 08:54:11,000:	[1;35m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-17 08:54:14,573:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.573050 seconds ...[0m
2023-09-17 08:54:16,705:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.093698 seconds ...[0m
2023-09-17 08:54:16,706:	[1;35m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.10674[0m
2023-09-17 08:54:16,706:	[1;35m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0085 || HITRATE@5 Avg: 0.0355 || HITRATE@10 Avg: 0.0601 || NDCG@5 Avg: 0.0219 || NDCG@10 Avg: 0.0299[0m
2023-09-17 08:54:16,706:	[1;35m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-17 08:54:20,481:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.774579 seconds ...[0m
2023-09-17 08:54:20,521:	[1;35m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.10488[0m
2023-09-17 08:54:20,521:	[1;35m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-17 08:54:20,521:	[1;35m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-17 08:54:24,323:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.801054 seconds ...[0m
2023-09-17 08:54:24,362:	[1;35m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.10541[0m
2023-09-17 08:54:24,362:	[1;35m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-17 08:54:24,363:	[1;35m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-17 08:54:28,088:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.725272 seconds ...[0m
2023-09-17 08:54:28,130:	[1;35m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.10535[0m
2023-09-17 08:54:28,130:	[1;35m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-17 08:54:28,131:	[1;35m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-17 08:54:31,961:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.830373 seconds ...[0m
2023-09-17 08:54:32,000:	[1;35m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.10441[0m
2023-09-17 08:54:32,000:	[1;35m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-17 08:54:32,000:	[1;35m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-17 08:54:35,719:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.718194 seconds ...[0m
2023-09-17 08:54:37,802:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.038675 seconds ...[0m
2023-09-17 08:54:37,803:	[1;35m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.10210[0m
2023-09-17 08:54:37,803:	[1;35m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0072 || HITRATE@5 Avg: 0.0340 || HITRATE@10 Avg: 0.0577 || NDCG@5 Avg: 0.0207 || NDCG@10 Avg: 0.0283[0m
2023-09-17 08:54:37,803:	[1;35m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-17 08:54:41,567:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.763492 seconds ...[0m
2023-09-17 08:54:41,608:	[1;35m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.10592[0m
2023-09-17 08:54:41,608:	[1;35m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-17 08:54:41,608:	[1;35m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-17 08:54:45,175:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.566512 seconds ...[0m
2023-09-17 08:54:45,220:	[1;35m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.10590[0m
2023-09-17 08:54:45,220:	[1;35m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-17 08:54:45,220:	[1;35m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-17 08:54:48,759:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.538902 seconds ...[0m
2023-09-17 08:54:48,799:	[1;35m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.10379[0m
2023-09-17 08:54:48,799:	[1;35m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-17 08:54:48,799:	[1;35m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-17 08:54:52,364:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.563924 seconds ...[0m
2023-09-17 08:54:52,405:	[1;35m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.10414[0m
2023-09-17 08:54:52,405:	[1;35m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-17 08:54:52,405:	[1;35m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-17 08:54:56,287:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.881228 seconds ...[0m
2023-09-17 08:54:58,419:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.089314 seconds ...[0m
2023-09-17 08:54:58,419:	[1;35m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.10339[0m
2023-09-17 08:54:58,419:	[1;35m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0092 || HITRATE@5 Avg: 0.0361 || HITRATE@10 Avg: 0.0603 || NDCG@5 Avg: 0.0226 || NDCG@10 Avg: 0.0304[0m
2023-09-17 08:54:58,419:	[1;35m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-17 08:55:02,429:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.009372 seconds ...[0m
2023-09-17 08:55:02,475:	[1;35m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.10508[0m
2023-09-17 08:55:02,475:	[1;35m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-17 08:55:02,475:	[1;35m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-17 08:55:06,122:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.646842 seconds ...[0m
2023-09-17 08:55:06,159:	[1;35m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.10235[0m
2023-09-17 08:55:06,159:	[1;35m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-17 08:55:06,159:	[1;35m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-17 08:55:09,610:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.451156 seconds ...[0m
2023-09-17 08:55:09,662:	[1;35m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.10384[0m
2023-09-17 08:55:09,662:	[1;35m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-17 08:55:09,662:	[1;35m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-17 08:55:13,211:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.549003 seconds ...[0m
2023-09-17 08:55:13,255:	[1;35m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.10170[0m
2023-09-17 08:55:13,256:	[1;35m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-17 08:55:13,256:	[1;35m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-17 08:55:17,256:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.000111 seconds ...[0m
2023-09-17 08:55:19,358:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.059286 seconds ...[0m
2023-09-17 08:55:19,358:	[1;35m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.10048[0m
2023-09-17 08:55:19,358:	[1;35m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0092 || HITRATE@5 Avg: 0.0362 || HITRATE@10 Avg: 0.0602 || NDCG@5 Avg: 0.0227 || NDCG@10 Avg: 0.0303[0m
2023-09-17 08:55:19,358:	[1;35m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-17 08:55:23,026:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.667706 seconds ...[0m
2023-09-17 08:55:23,068:	[1;35m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.10272[0m
2023-09-17 08:55:23,068:	[1;35m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-17 08:55:23,068:	[1;35m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-17 08:55:26,818:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.748953 seconds ...[0m
2023-09-17 08:55:26,861:	[1;35m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.10247[0m
2023-09-17 08:55:26,861:	[1;35m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-17 08:55:26,861:	[1;35m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-17 08:55:30,472:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.610267 seconds ...[0m
2023-09-17 08:55:30,516:	[1;35m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.10238[0m
2023-09-17 08:55:30,516:	[1;35m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-17 08:55:30,516:	[1;35m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-17 08:55:34,128:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.611576 seconds ...[0m
2023-09-17 08:55:34,178:	[1;35m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.10157[0m
2023-09-17 08:55:34,178:	[1;35m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-17 08:55:34,179:	[1;35m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-17 08:55:37,614:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.434982 seconds ...[0m
2023-09-17 08:55:39,783:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.114846 seconds ...[0m
2023-09-17 08:55:39,784:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0309*** [0m
2023-09-17 08:55:39,795:	[1;35m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.10106[0m
2023-09-17 08:55:39,795:	[1;35m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0087 || HITRATE@5 Avg: 0.0381 || HITRATE@10 Avg: 0.0618 || NDCG@5 Avg: 0.0233 || NDCG@10 Avg: 0.0309[0m
2023-09-17 08:55:39,795:	[1;35m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-17 08:55:43,398:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.602732 seconds ...[0m
2023-09-17 08:55:43,442:	[1;35m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.10178[0m
2023-09-17 08:55:43,442:	[1;35m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-17 08:55:43,442:	[1;35m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-17 08:55:47,146:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.703790 seconds ...[0m
2023-09-17 08:55:47,187:	[1;35m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.10151[0m
2023-09-17 08:55:47,187:	[1;35m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-17 08:55:47,187:	[1;35m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-17 08:55:50,776:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.588939 seconds ...[0m
2023-09-17 08:55:50,813:	[1;35m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.10150[0m
2023-09-17 08:55:50,813:	[1;35m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-17 08:55:50,813:	[1;35m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-17 08:55:54,337:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.523374 seconds ...[0m
2023-09-17 08:55:54,387:	[1;35m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.10140[0m
2023-09-17 08:55:54,387:	[1;35m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-17 08:55:54,387:	[1;35m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-17 08:55:57,980:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.592469 seconds ...[0m
2023-09-17 08:56:00,023:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.999726 seconds ...[0m
2023-09-17 08:56:00,023:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0319*** [0m
2023-09-17 08:56:00,034:	[1;35m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.09908[0m
2023-09-17 08:56:00,034:	[1;35m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0092 || HITRATE@5 Avg: 0.0393 || HITRATE@10 Avg: 0.0635 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0319[0m
2023-09-17 08:56:00,034:	[1;35m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-17 08:56:03,724:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.690307 seconds ...[0m
2023-09-17 08:56:03,762:	[1;35m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.10060[0m
2023-09-17 08:56:03,762:	[1;35m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-17 08:56:03,762:	[1;35m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-17 08:56:07,320:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.557394 seconds ...[0m
2023-09-17 08:56:07,370:	[1;35m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.09916[0m
2023-09-17 08:56:07,370:	[1;35m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-17 08:56:07,370:	[1;35m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-17 08:56:10,840:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.470055 seconds ...[0m
2023-09-17 08:56:10,879:	[1;35m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.10027[0m
2023-09-17 08:56:10,879:	[1;35m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-17 08:56:10,879:	[1;35m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-17 08:56:14,546:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.666944 seconds ...[0m
2023-09-17 08:56:14,584:	[1;35m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.10054[0m
2023-09-17 08:56:14,584:	[1;35m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-17 08:56:14,584:	[1;35m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-17 08:56:18,229:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.644754 seconds ...[0m
2023-09-17 08:56:20,323:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.049824 seconds ...[0m
2023-09-17 08:56:20,323:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0329*** [0m
2023-09-17 08:56:20,333:	[1;35m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.10060[0m
2023-09-17 08:56:20,333:	[1;35m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0392 || HITRATE@10 Avg: 0.0639 || NDCG@5 Avg: 0.0250 || NDCG@10 Avg: 0.0329[0m
2023-09-17 08:56:20,333:	[1;35m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-17 08:56:24,231:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.898231 seconds ...[0m
2023-09-17 08:56:24,273:	[1;35m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.09949[0m
2023-09-17 08:56:24,273:	[1;35m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-17 08:56:24,273:	[1;35m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-17 08:56:27,802:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.529379 seconds ...[0m
2023-09-17 08:56:27,843:	[1;35m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.09967[0m
2023-09-17 08:56:27,843:	[1;35m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-17 08:56:27,843:	[1;35m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-17 08:56:31,297:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.453807 seconds ...[0m
2023-09-17 08:56:31,335:	[1;35m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.10011[0m
2023-09-17 08:56:31,335:	[1;35m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-17 08:56:31,335:	[1;35m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-17 08:56:34,917:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.581922 seconds ...[0m
2023-09-17 08:56:34,960:	[1;35m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.09842[0m
2023-09-17 08:56:34,960:	[1;35m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-17 08:56:34,960:	[1;35m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-17 08:56:38,884:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.922797 seconds ...[0m
2023-09-17 08:56:41,052:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.126564 seconds ...[0m
2023-09-17 08:56:41,052:	[1;35m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.09986[0m
2023-09-17 08:56:41,052:	[1;35m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0087 || HITRATE@5 Avg: 0.0367 || HITRATE@10 Avg: 0.0609 || NDCG@5 Avg: 0.0227 || NDCG@10 Avg: 0.0305[0m
2023-09-17 08:56:41,053:	[1;35m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-17 08:56:44,770:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.717132 seconds ...[0m
2023-09-17 08:56:44,807:	[1;35m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.09890[0m
2023-09-17 08:56:44,807:	[1;35m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-17 08:56:44,807:	[1;35m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-17 08:56:48,511:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.703454 seconds ...[0m
2023-09-17 08:56:48,553:	[1;35m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.09930[0m
2023-09-17 08:56:48,553:	[1;35m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-17 08:56:48,553:	[1;35m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-17 08:56:52,219:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.665880 seconds ...[0m
2023-09-17 08:56:52,258:	[1;35m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.09923[0m
2023-09-17 08:56:52,258:	[1;35m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-17 08:56:52,258:	[1;35m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-17 08:56:55,757:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.498163 seconds ...[0m
2023-09-17 08:56:55,799:	[1;35m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.09900[0m
2023-09-17 08:56:55,799:	[1;35m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-17 08:56:55,799:	[1;35m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-17 08:56:59,390:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.590456 seconds ...[0m
2023-09-17 08:57:01,516:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.086004 seconds ...[0m
2023-09-17 08:57:01,516:	[1;35m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.09903[0m
2023-09-17 08:57:01,516:	[1;35m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0096 || HITRATE@5 Avg: 0.0390 || HITRATE@10 Avg: 0.0616 || NDCG@5 Avg: 0.0243 || NDCG@10 Avg: 0.0316[0m
2023-09-17 08:57:01,517:	[1;35m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-17 08:57:05,439:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.921835 seconds ...[0m
2023-09-17 08:57:05,477:	[1;35m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.09840[0m
2023-09-17 08:57:05,477:	[1;35m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-17 08:57:05,477:	[1;35m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-17 08:57:09,208:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.730831 seconds ...[0m
2023-09-17 08:57:09,250:	[1;35m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.09835[0m
2023-09-17 08:57:09,251:	[1;35m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-17 08:57:09,251:	[1;35m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-17 08:57:13,025:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.774464 seconds ...[0m
2023-09-17 08:57:13,063:	[1;35m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.09567[0m
2023-09-17 08:57:13,063:	[1;35m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-17 08:57:13,063:	[1;35m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-17 08:57:16,579:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.516000 seconds ...[0m
2023-09-17 08:57:16,629:	[1;35m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.09742[0m
2023-09-17 08:57:16,629:	[1;35m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-17 08:57:16,630:	[1;35m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-17 08:57:20,199:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.569135 seconds ...[0m
2023-09-17 08:57:22,303:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.066158 seconds ...[0m
2023-09-17 08:57:22,304:	[1;35m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.09762[0m
2023-09-17 08:57:22,304:	[1;35m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0395 || HITRATE@10 Avg: 0.0628 || NDCG@5 Avg: 0.0252 || NDCG@10 Avg: 0.0327[0m
2023-09-17 08:57:22,304:	[1;35m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-17 08:57:26,135:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.830934 seconds ...[0m
2023-09-17 08:57:26,176:	[1;35m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.09765[0m
2023-09-17 08:57:26,176:	[1;35m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-17 08:57:26,176:	[1;35m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-17 08:57:29,834:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.657725 seconds ...[0m
2023-09-17 08:57:29,874:	[1;35m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.09715[0m
2023-09-17 08:57:29,874:	[1;35m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-17 08:57:29,874:	[1;35m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-17 08:57:33,339:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.464334 seconds ...[0m
2023-09-17 08:57:33,381:	[1;35m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.09827[0m
2023-09-17 08:57:33,381:	[1;35m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-17 08:57:33,381:	[1;35m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-17 08:57:37,137:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.755266 seconds ...[0m
2023-09-17 08:57:37,178:	[1;35m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.09673[0m
2023-09-17 08:57:37,178:	[1;35m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-17 08:57:37,178:	[1;35m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-17 08:57:40,783:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.604619 seconds ...[0m
2023-09-17 08:57:42,900:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.070307 seconds ...[0m
2023-09-17 08:57:42,901:	[1;35m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.09608[0m
2023-09-17 08:57:42,901:	[1;35m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0095 || HITRATE@5 Avg: 0.0388 || HITRATE@10 Avg: 0.0613 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0317[0m
2023-09-17 08:57:42,901:	[1;35m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-17 08:57:46,586:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.684896 seconds ...[0m
2023-09-17 08:57:46,626:	[1;35m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.09849[0m
2023-09-17 08:57:46,626:	[1;35m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-17 08:57:46,626:	[1;35m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-17 08:57:50,354:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.728325 seconds ...[0m
2023-09-17 08:57:50,399:	[1;35m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.09599[0m
2023-09-17 08:57:50,399:	[1;35m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-17 08:57:50,399:	[1;35m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-17 08:57:53,818:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.418617 seconds ...[0m
2023-09-17 08:57:53,856:	[1;35m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.09505[0m
2023-09-17 08:57:53,857:	[1;35m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-17 08:57:53,857:	[1;35m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-17 08:57:57,502:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.645056 seconds ...[0m
2023-09-17 08:57:57,543:	[1;35m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.09540[0m
2023-09-17 08:57:57,543:	[1;35m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-17 08:57:57,543:	[1;35m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-17 08:58:01,100:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.556668 seconds ...[0m
2023-09-17 08:58:03,252:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.111890 seconds ...[0m
2023-09-17 08:58:03,252:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0334*** [0m
2023-09-17 08:58:03,263:	[1;35m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.09481[0m
2023-09-17 08:58:03,263:	[1;35m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0406 || HITRATE@10 Avg: 0.0646 || NDCG@5 Avg: 0.0257 || NDCG@10 Avg: 0.0334[0m
2023-09-17 08:58:03,263:	[1;35m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-17 08:58:07,035:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.771693 seconds ...[0m
2023-09-17 08:58:07,091:	[1;35m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.09584[0m
2023-09-17 08:58:07,091:	[1;35m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-17 08:58:07,091:	[1;35m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-17 08:58:10,885:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.793173 seconds ...[0m
2023-09-17 08:58:10,924:	[1;35m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.09564[0m
2023-09-17 08:58:10,924:	[1;35m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-17 08:58:10,924:	[1;35m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-17 08:58:14,469:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.544505 seconds ...[0m
2023-09-17 08:58:14,511:	[1;35m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.09570[0m
2023-09-17 08:58:14,511:	[1;35m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-17 08:58:14,511:	[1;35m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-17 08:58:18,181:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.670026 seconds ...[0m
2023-09-17 08:58:18,227:	[1;35m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.09427[0m
2023-09-17 08:58:18,227:	[1;35m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-17 08:58:18,227:	[1;35m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-17 08:58:22,096:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.869041 seconds ...[0m
2023-09-17 08:58:24,313:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.166348 seconds ...[0m
2023-09-17 08:58:24,314:	[1;35m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.09637[0m
2023-09-17 08:58:24,314:	[1;35m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0391 || HITRATE@10 Avg: 0.0628 || NDCG@5 Avg: 0.0247 || NDCG@10 Avg: 0.0324[0m
2023-09-17 08:58:24,314:	[1;35m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-17 08:58:27,902:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.587941 seconds ...[0m
2023-09-17 08:58:27,953:	[1;35m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.09771[0m
2023-09-17 08:58:27,953:	[1;35m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-17 08:58:27,953:	[1;35m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-17 08:58:31,811:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.857343 seconds ...[0m
2023-09-17 08:58:31,848:	[1;35m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.09523[0m
2023-09-17 08:58:31,849:	[1;35m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-17 08:58:31,849:	[1;35m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-17 08:58:35,344:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.494806 seconds ...[0m
2023-09-17 08:58:35,381:	[1;35m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.09459[0m
2023-09-17 08:58:35,381:	[1;35m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-17 08:58:35,381:	[1;35m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-17 08:58:38,957:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.575400 seconds ...[0m
2023-09-17 08:58:39,005:	[1;35m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.09505[0m
2023-09-17 08:58:39,005:	[1;35m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-17 08:58:39,005:	[1;35m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-17 08:58:42,822:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.816287 seconds ...[0m
2023-09-17 08:58:45,061:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.193467 seconds ...[0m
2023-09-17 08:58:45,061:	[1;35m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.09445[0m
2023-09-17 08:58:45,061:	[1;35m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0090 || HITRATE@5 Avg: 0.0386 || HITRATE@10 Avg: 0.0624 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0314[0m
2023-09-17 08:58:45,061:	[1;35m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-17 08:58:48,807:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.744985 seconds ...[0m
2023-09-17 08:58:48,860:	[1;35m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.09390[0m
2023-09-17 08:58:48,860:	[1;35m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-17 08:58:48,860:	[1;35m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-17 08:58:52,772:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.912099 seconds ...[0m
2023-09-17 08:58:52,811:	[1;35m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.09640[0m
2023-09-17 08:58:52,811:	[1;35m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-17 08:58:52,811:	[1;35m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-17 08:58:56,149:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.337300 seconds ...[0m
2023-09-17 08:58:56,191:	[1;35m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.09546[0m
2023-09-17 08:58:56,192:	[1;35m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-17 08:58:56,192:	[1;35m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-17 08:58:59,850:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.658368 seconds ...[0m
2023-09-17 08:58:59,897:	[1;35m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.09513[0m
2023-09-17 08:58:59,897:	[1;35m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-17 08:58:59,898:	[1;35m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-17 08:59:03,385:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.487140 seconds ...[0m
2023-09-17 08:59:05,451:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.025725 seconds ...[0m
2023-09-17 08:59:05,451:	[1;35m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.09457[0m
2023-09-17 08:59:05,452:	[1;35m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0097 || HITRATE@5 Avg: 0.0392 || HITRATE@10 Avg: 0.0620 || NDCG@5 Avg: 0.0243 || NDCG@10 Avg: 0.0317[0m
2023-09-17 08:59:05,452:	[1;35m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-17 08:59:09,280:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.828182 seconds ...[0m
2023-09-17 08:59:09,321:	[1;35m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.09302[0m
2023-09-17 08:59:09,321:	[1;35m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-17 08:59:09,321:	[1;35m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-17 08:59:12,754:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.432710 seconds ...[0m
2023-09-17 08:59:12,821:	[1;35m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.09455[0m
2023-09-17 08:59:12,821:	[1;35m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-17 08:59:12,821:	[1;35m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-17 08:59:16,676:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.854672 seconds ...[0m
2023-09-17 08:59:16,713:	[1;35m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.09505[0m
2023-09-17 08:59:16,713:	[1;35m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-17 08:59:16,713:	[1;35m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-17 08:59:20,351:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.636988 seconds ...[0m
2023-09-17 08:59:20,406:	[1;35m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.09251[0m
2023-09-17 08:59:20,406:	[1;35m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-17 08:59:20,407:	[1;35m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-17 08:59:24,034:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.627486 seconds ...[0m
2023-09-17 08:59:26,165:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.093035 seconds ...[0m
2023-09-17 08:59:26,165:	[1;35m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.09390[0m
2023-09-17 08:59:26,165:	[1;35m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0104 || HITRATE@5 Avg: 0.0411 || HITRATE@10 Avg: 0.0625 || NDCG@5 Avg: 0.0262 || NDCG@10 Avg: 0.0331[0m
2023-09-17 08:59:26,165:	[1;35m[Coach] >>> TEST  @Epoch: 200  >>> [0m
2023-09-17 08:59:29,839:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.673258 seconds ...[0m
2023-09-17 08:59:29,881:	[1;35m[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.09485[0m
2023-09-17 08:59:29,881:	[1;35m[Coach] >>> VALID @Epoch: 201  >>> [0m
2023-09-17 08:59:29,881:	[1;35m[Coach] >>> TEST  @Epoch: 201  >>> [0m
2023-09-17 08:59:33,512:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.630586 seconds ...[0m
2023-09-17 08:59:33,549:	[1;35m[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.09332[0m
2023-09-17 08:59:33,549:	[1;35m[Coach] >>> VALID @Epoch: 202  >>> [0m
2023-09-17 08:59:33,549:	[1;35m[Coach] >>> TEST  @Epoch: 202  >>> [0m
2023-09-17 08:59:37,365:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.815681 seconds ...[0m
2023-09-17 08:59:37,410:	[1;35m[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.09489[0m
2023-09-17 08:59:37,410:	[1;35m[Coach] >>> VALID @Epoch: 203  >>> [0m
2023-09-17 08:59:37,410:	[1;35m[Coach] >>> TEST  @Epoch: 203  >>> [0m
2023-09-17 08:59:41,016:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.605838 seconds ...[0m
2023-09-17 08:59:41,062:	[1;35m[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.09291[0m
2023-09-17 08:59:41,063:	[1;35m[Coach] >>> VALID @Epoch: 204  >>> [0m
2023-09-17 08:59:41,063:	[1;35m[Coach] >>> TEST  @Epoch: 204  >>> [0m
2023-09-17 08:59:44,808:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.745214 seconds ...[0m
2023-09-17 08:59:47,039:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.103464 seconds ...[0m
2023-09-17 08:59:47,039:	[1;35m[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.09240[0m
2023-09-17 08:59:47,039:	[1;35m[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0099 || HITRATE@5 Avg: 0.0404 || HITRATE@10 Avg: 0.0630 || NDCG@5 Avg: 0.0253 || NDCG@10 Avg: 0.0325[0m
2023-09-17 08:59:47,039:	[1;35m[Coach] >>> TEST  @Epoch: 205  >>> [0m
2023-09-17 08:59:50,766:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.725997 seconds ...[0m
2023-09-17 08:59:50,808:	[1;35m[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.09282[0m
2023-09-17 08:59:50,808:	[1;35m[Coach] >>> VALID @Epoch: 206  >>> [0m
2023-09-17 08:59:50,808:	[1;35m[Coach] >>> TEST  @Epoch: 206  >>> [0m
2023-09-17 08:59:54,432:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.624264 seconds ...[0m
2023-09-17 08:59:54,474:	[1;35m[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.09423[0m
2023-09-17 08:59:54,474:	[1;35m[Coach] >>> VALID @Epoch: 207  >>> [0m
2023-09-17 08:59:54,474:	[1;35m[Coach] >>> TEST  @Epoch: 207  >>> [0m
2023-09-17 08:59:58,156:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.681825 seconds ...[0m
2023-09-17 08:59:58,195:	[1;35m[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.09440[0m
2023-09-17 08:59:58,195:	[1;35m[Coach] >>> VALID @Epoch: 208  >>> [0m
2023-09-17 08:59:58,195:	[1;35m[Coach] >>> TEST  @Epoch: 208  >>> [0m
2023-09-17 09:00:01,936:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.740192 seconds ...[0m
2023-09-17 09:00:01,977:	[1;35m[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.09412[0m
2023-09-17 09:00:01,977:	[1;35m[Coach] >>> VALID @Epoch: 209  >>> [0m
2023-09-17 09:00:01,977:	[1;35m[Coach] >>> TEST  @Epoch: 209  >>> [0m
2023-09-17 09:00:05,511:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.533493 seconds ...[0m
2023-09-17 09:00:07,533:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.983737 seconds ...[0m
2023-09-17 09:00:07,533:	[1;35m[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.09463[0m
2023-09-17 09:00:07,534:	[1;35m[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0097 || HITRATE@5 Avg: 0.0421 || HITRATE@10 Avg: 0.0656 || NDCG@5 Avg: 0.0259 || NDCG@10 Avg: 0.0334[0m
2023-09-17 09:00:07,534:	[1;35m[Coach] >>> TEST  @Epoch: 210  >>> [0m
2023-09-17 09:00:11,196:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.661699 seconds ...[0m
2023-09-17 09:00:11,237:	[1;35m[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.09364[0m
2023-09-17 09:00:11,238:	[1;35m[Coach] >>> VALID @Epoch: 211  >>> [0m
2023-09-17 09:00:11,238:	[1;35m[Coach] >>> TEST  @Epoch: 211  >>> [0m
2023-09-17 09:00:14,893:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.655286 seconds ...[0m
2023-09-17 09:00:14,931:	[1;35m[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.09390[0m
2023-09-17 09:00:14,931:	[1;35m[Coach] >>> VALID @Epoch: 212  >>> [0m
2023-09-17 09:00:14,932:	[1;35m[Coach] >>> TEST  @Epoch: 212  >>> [0m
2023-09-17 09:00:18,664:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.732813 seconds ...[0m
2023-09-17 09:00:18,702:	[1;35m[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.09235[0m
2023-09-17 09:00:18,702:	[1;35m[Coach] >>> VALID @Epoch: 213  >>> [0m
2023-09-17 09:00:18,702:	[1;35m[Coach] >>> TEST  @Epoch: 213  >>> [0m
2023-09-17 09:00:22,426:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.723497 seconds ...[0m
2023-09-17 09:00:22,467:	[1;35m[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.09602[0m
2023-09-17 09:00:22,467:	[1;35m[Coach] >>> VALID @Epoch: 214  >>> [0m
2023-09-17 09:00:22,467:	[1;35m[Coach] >>> TEST  @Epoch: 214  >>> [0m
2023-09-17 09:00:25,969:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.502345 seconds ...[0m
2023-09-17 09:00:28,049:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.036211 seconds ...[0m
2023-09-17 09:00:28,049:	[1;35m[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.09205[0m
2023-09-17 09:00:28,049:	[1;35m[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0089 || HITRATE@5 Avg: 0.0382 || HITRATE@10 Avg: 0.0627 || NDCG@5 Avg: 0.0235 || NDCG@10 Avg: 0.0313[0m
2023-09-17 09:00:28,049:	[1;35m[Coach] >>> TEST  @Epoch: 215  >>> [0m
2023-09-17 09:00:31,518:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.468742 seconds ...[0m
2023-09-17 09:00:31,558:	[1;35m[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.09379[0m
2023-09-17 09:00:31,558:	[1;35m[Coach] >>> VALID @Epoch: 216  >>> [0m
2023-09-17 09:00:31,558:	[1;35m[Coach] >>> TEST  @Epoch: 216  >>> [0m
2023-09-17 09:00:35,162:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.602968 seconds ...[0m
2023-09-17 09:00:35,202:	[1;35m[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.09318[0m
2023-09-17 09:00:35,203:	[1;35m[Coach] >>> VALID @Epoch: 217  >>> [0m
2023-09-17 09:00:35,203:	[1;35m[Coach] >>> TEST  @Epoch: 217  >>> [0m
2023-09-17 09:00:38,883:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.679782 seconds ...[0m
2023-09-17 09:00:38,922:	[1;35m[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.09235[0m
2023-09-17 09:00:38,923:	[1;35m[Coach] >>> VALID @Epoch: 218  >>> [0m
2023-09-17 09:00:38,923:	[1;35m[Coach] >>> TEST  @Epoch: 218  >>> [0m
2023-09-17 09:00:42,698:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.775294 seconds ...[0m
2023-09-17 09:00:42,737:	[1;35m[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.09087[0m
2023-09-17 09:00:42,737:	[1;35m[Coach] >>> VALID @Epoch: 219  >>> [0m
2023-09-17 09:00:42,737:	[1;35m[Coach] >>> TEST  @Epoch: 219  >>> [0m
2023-09-17 09:00:46,361:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.623320 seconds ...[0m
2023-09-17 09:00:48,475:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.072410 seconds ...[0m
2023-09-17 09:00:48,476:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0338*** [0m
2023-09-17 09:00:48,485:	[1;35m[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.09200[0m
2023-09-17 09:00:48,486:	[1;35m[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0105 || HITRATE@5 Avg: 0.0402 || HITRATE@10 Avg: 0.0669 || NDCG@5 Avg: 0.0253 || NDCG@10 Avg: 0.0338[0m
2023-09-17 09:00:48,486:	[1;35m[Coach] >>> TEST  @Epoch: 220  >>> [0m
2023-09-17 09:00:52,268:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.781832 seconds ...[0m
2023-09-17 09:00:52,305:	[1;35m[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.09320[0m
2023-09-17 09:00:52,306:	[1;35m[Coach] >>> VALID @Epoch: 221  >>> [0m
2023-09-17 09:00:52,306:	[1;35m[Coach] >>> TEST  @Epoch: 221  >>> [0m
2023-09-17 09:00:55,894:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.587898 seconds ...[0m
2023-09-17 09:00:55,946:	[1;35m[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.09242[0m
2023-09-17 09:00:55,946:	[1;35m[Coach] >>> VALID @Epoch: 222  >>> [0m
2023-09-17 09:00:55,947:	[1;35m[Coach] >>> TEST  @Epoch: 222  >>> [0m
2023-09-17 09:00:59,325:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.378497 seconds ...[0m
2023-09-17 09:00:59,362:	[1;35m[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.09270[0m
2023-09-17 09:00:59,362:	[1;35m[Coach] >>> VALID @Epoch: 223  >>> [0m
2023-09-17 09:00:59,362:	[1;35m[Coach] >>> TEST  @Epoch: 223  >>> [0m
2023-09-17 09:01:02,899:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.536208 seconds ...[0m
2023-09-17 09:01:02,940:	[1;35m[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.09122[0m
2023-09-17 09:01:02,940:	[1;35m[Coach] >>> VALID @Epoch: 224  >>> [0m
2023-09-17 09:01:02,941:	[1;35m[Coach] >>> TEST  @Epoch: 224  >>> [0m
2023-09-17 09:01:06,610:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.669063 seconds ...[0m
2023-09-17 09:01:08,783:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.132105 seconds ...[0m
2023-09-17 09:01:08,783:	[1;35m[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.09077[0m
2023-09-17 09:01:08,783:	[1;35m[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0101 || HITRATE@5 Avg: 0.0406 || HITRATE@10 Avg: 0.0626 || NDCG@5 Avg: 0.0256 || NDCG@10 Avg: 0.0326[0m
2023-09-17 09:01:08,783:	[1;35m[Coach] >>> TEST  @Epoch: 225  >>> [0m
2023-09-17 09:01:12,478:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.694806 seconds ...[0m
2023-09-17 09:01:12,516:	[1;35m[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.09257[0m
2023-09-17 09:01:12,516:	[1;35m[Coach] >>> VALID @Epoch: 226  >>> [0m
2023-09-17 09:01:12,516:	[1;35m[Coach] >>> TEST  @Epoch: 226  >>> [0m
2023-09-17 09:01:15,890:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.373700 seconds ...[0m
2023-09-17 09:01:15,930:	[1;35m[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.09210[0m
2023-09-17 09:01:15,930:	[1;35m[Coach] >>> VALID @Epoch: 227  >>> [0m
2023-09-17 09:01:15,930:	[1;35m[Coach] >>> TEST  @Epoch: 227  >>> [0m
2023-09-17 09:01:19,536:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.604998 seconds ...[0m
2023-09-17 09:01:19,575:	[1;35m[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.09282[0m
2023-09-17 09:01:19,576:	[1;35m[Coach] >>> VALID @Epoch: 228  >>> [0m
2023-09-17 09:01:19,576:	[1;35m[Coach] >>> TEST  @Epoch: 228  >>> [0m
2023-09-17 09:01:23,424:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.848160 seconds ...[0m
2023-09-17 09:01:23,461:	[1;35m[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.09236[0m
2023-09-17 09:01:23,461:	[1;35m[Coach] >>> VALID @Epoch: 229  >>> [0m
2023-09-17 09:01:23,461:	[1;35m[Coach] >>> TEST  @Epoch: 229  >>> [0m
2023-09-17 09:01:27,036:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.574253 seconds ...[0m
2023-09-17 09:01:29,192:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.101577 seconds ...[0m
2023-09-17 09:01:29,192:	[1;35m[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.09212[0m
2023-09-17 09:01:29,193:	[1;35m[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0089 || HITRATE@5 Avg: 0.0402 || HITRATE@10 Avg: 0.0645 || NDCG@5 Avg: 0.0245 || NDCG@10 Avg: 0.0323[0m
2023-09-17 09:01:29,193:	[1;35m[Coach] >>> TEST  @Epoch: 230  >>> [0m
2023-09-17 09:01:32,975:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.781863 seconds ...[0m
2023-09-17 09:01:33,023:	[1;35m[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.09145[0m
2023-09-17 09:01:33,023:	[1;35m[Coach] >>> VALID @Epoch: 231  >>> [0m
2023-09-17 09:01:33,023:	[1;35m[Coach] >>> TEST  @Epoch: 231  >>> [0m
2023-09-17 09:01:36,582:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.558131 seconds ...[0m
2023-09-17 09:01:36,632:	[1;35m[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.09105[0m
2023-09-17 09:01:36,633:	[1;35m[Coach] >>> VALID @Epoch: 232  >>> [0m
2023-09-17 09:01:36,633:	[1;35m[Coach] >>> TEST  @Epoch: 232  >>> [0m
2023-09-17 09:01:40,342:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.709022 seconds ...[0m
2023-09-17 09:01:40,379:	[1;35m[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.09191[0m
2023-09-17 09:01:40,379:	[1;35m[Coach] >>> VALID @Epoch: 233  >>> [0m
2023-09-17 09:01:40,379:	[1;35m[Coach] >>> TEST  @Epoch: 233  >>> [0m
2023-09-17 09:01:44,181:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.800867 seconds ...[0m
2023-09-17 09:01:44,226:	[1;35m[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.09166[0m
2023-09-17 09:01:44,226:	[1;35m[Coach] >>> VALID @Epoch: 234  >>> [0m
2023-09-17 09:01:44,227:	[1;35m[Coach] >>> TEST  @Epoch: 234  >>> [0m
2023-09-17 09:01:48,046:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.819331 seconds ...[0m
2023-09-17 09:01:50,139:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.054915 seconds ...[0m
2023-09-17 09:01:50,139:	[1;35m[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.09177[0m
2023-09-17 09:01:50,139:	[1;35m[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0086 || HITRATE@5 Avg: 0.0394 || HITRATE@10 Avg: 0.0643 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0321[0m
2023-09-17 09:01:50,139:	[1;35m[Coach] >>> TEST  @Epoch: 235  >>> [0m
2023-09-17 09:01:53,784:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.644119 seconds ...[0m
2023-09-17 09:01:53,829:	[1;35m[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.09270[0m
2023-09-17 09:01:53,829:	[1;35m[Coach] >>> VALID @Epoch: 236  >>> [0m
2023-09-17 09:01:53,829:	[1;35m[Coach] >>> TEST  @Epoch: 236  >>> [0m
2023-09-17 09:01:57,488:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.659190 seconds ...[0m
2023-09-17 09:01:57,526:	[1;35m[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.09191[0m
2023-09-17 09:01:57,526:	[1;35m[Coach] >>> VALID @Epoch: 237  >>> [0m
2023-09-17 09:01:57,527:	[1;35m[Coach] >>> TEST  @Epoch: 237  >>> [0m
2023-09-17 09:02:01,251:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.724198 seconds ...[0m
2023-09-17 09:02:01,288:	[1;35m[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.09188[0m
2023-09-17 09:02:01,288:	[1;35m[Coach] >>> VALID @Epoch: 238  >>> [0m
2023-09-17 09:02:01,289:	[1;35m[Coach] >>> TEST  @Epoch: 238  >>> [0m
2023-09-17 09:02:05,134:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.845536 seconds ...[0m
2023-09-17 09:02:05,176:	[1;35m[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.09145[0m
2023-09-17 09:02:05,176:	[1;35m[Coach] >>> VALID @Epoch: 239  >>> [0m
2023-09-17 09:02:05,176:	[1;35m[Coach] >>> TEST  @Epoch: 239  >>> [0m
2023-09-17 09:02:08,826:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.650098 seconds ...[0m
2023-09-17 09:02:11,082:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.218541 seconds ...[0m
2023-09-17 09:02:11,082:	[1;35m[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.09011[0m
2023-09-17 09:02:11,082:	[1;35m[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0398 || HITRATE@10 Avg: 0.0628 || NDCG@5 Avg: 0.0250 || NDCG@10 Avg: 0.0324[0m
2023-09-17 09:02:11,082:	[1;35m[Coach] >>> TEST  @Epoch: 240  >>> [0m
2023-09-17 09:02:14,819:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.736541 seconds ...[0m
2023-09-17 09:02:14,872:	[1;35m[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.08876[0m
2023-09-17 09:02:14,872:	[1;35m[Coach] >>> VALID @Epoch: 241  >>> [0m
2023-09-17 09:02:14,872:	[1;35m[Coach] >>> TEST  @Epoch: 241  >>> [0m
2023-09-17 09:02:18,612:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.739836 seconds ...[0m
2023-09-17 09:02:18,658:	[1;35m[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.09109[0m
2023-09-17 09:02:18,658:	[1;35m[Coach] >>> VALID @Epoch: 242  >>> [0m
2023-09-17 09:02:18,658:	[1;35m[Coach] >>> TEST  @Epoch: 242  >>> [0m
2023-09-17 09:02:22,276:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.617831 seconds ...[0m
2023-09-17 09:02:22,314:	[1;35m[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.09131[0m
2023-09-17 09:02:22,314:	[1;35m[Coach] >>> VALID @Epoch: 243  >>> [0m
2023-09-17 09:02:22,314:	[1;35m[Coach] >>> TEST  @Epoch: 243  >>> [0m
2023-09-17 09:02:25,937:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.622730 seconds ...[0m
2023-09-17 09:02:25,978:	[1;35m[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.08962[0m
2023-09-17 09:02:25,978:	[1;35m[Coach] >>> VALID @Epoch: 244  >>> [0m
2023-09-17 09:02:25,978:	[1;35m[Coach] >>> TEST  @Epoch: 244  >>> [0m
2023-09-17 09:02:29,712:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.733365 seconds ...[0m
2023-09-17 09:02:31,863:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.101878 seconds ...[0m
2023-09-17 09:02:31,863:	[1;35m[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.09027[0m
2023-09-17 09:02:31,863:	[1;35m[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0101 || HITRATE@5 Avg: 0.0387 || HITRATE@10 Avg: 0.0641 || NDCG@5 Avg: 0.0241 || NDCG@10 Avg: 0.0324[0m
2023-09-17 09:02:31,863:	[1;35m[Coach] >>> TEST  @Epoch: 245  >>> [0m
2023-09-17 09:02:35,693:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.829136 seconds ...[0m
2023-09-17 09:02:35,742:	[1;35m[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.09058[0m
2023-09-17 09:02:35,742:	[1;35m[Coach] >>> VALID @Epoch: 246  >>> [0m
2023-09-17 09:02:35,742:	[1;35m[Coach] >>> TEST  @Epoch: 246  >>> [0m
2023-09-17 09:02:39,452:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.710104 seconds ...[0m
2023-09-17 09:02:39,496:	[1;35m[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.09119[0m
2023-09-17 09:02:39,497:	[1;35m[Coach] >>> VALID @Epoch: 247  >>> [0m
2023-09-17 09:02:39,497:	[1;35m[Coach] >>> TEST  @Epoch: 247  >>> [0m
2023-09-17 09:02:43,106:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.609340 seconds ...[0m
2023-09-17 09:02:43,149:	[1;35m[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.09052[0m
2023-09-17 09:02:43,149:	[1;35m[Coach] >>> VALID @Epoch: 248  >>> [0m
2023-09-17 09:02:43,149:	[1;35m[Coach] >>> TEST  @Epoch: 248  >>> [0m
2023-09-17 09:02:46,787:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.637636 seconds ...[0m
2023-09-17 09:02:46,833:	[1;35m[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.08950[0m
2023-09-17 09:02:46,833:	[1;35m[Coach] >>> VALID @Epoch: 249  >>> [0m
2023-09-17 09:02:46,833:	[1;35m[Coach] >>> TEST  @Epoch: 249  >>> [0m
2023-09-17 09:02:50,320:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.487103 seconds ...[0m
2023-09-17 09:02:52,412:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.054368 seconds ...[0m
2023-09-17 09:02:52,413:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0342*** [0m
2023-09-17 09:02:52,422:	[1;35m[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.08994[0m
2023-09-17 09:02:52,422:	[1;35m[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0410 || HITRATE@10 Avg: 0.0663 || NDCG@5 Avg: 0.0261 || NDCG@10 Avg: 0.0342[0m
2023-09-17 09:02:52,423:	[1;35m[Coach] >>> TEST  @Epoch: 250  >>> [0m
2023-09-17 09:02:56,043:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.620708 seconds ...[0m
2023-09-17 09:02:56,082:	[1;35m[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.08908[0m
2023-09-17 09:02:56,082:	[1;35m[Coach] >>> VALID @Epoch: 251  >>> [0m
2023-09-17 09:02:56,083:	[1;35m[Coach] >>> TEST  @Epoch: 251  >>> [0m
2023-09-17 09:02:59,576:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.493172 seconds ...[0m
2023-09-17 09:02:59,617:	[1;35m[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.08905[0m
2023-09-17 09:02:59,618:	[1;35m[Coach] >>> VALID @Epoch: 252  >>> [0m
2023-09-17 09:02:59,618:	[1;35m[Coach] >>> TEST  @Epoch: 252  >>> [0m
2023-09-17 09:03:03,145:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.527008 seconds ...[0m
2023-09-17 09:03:03,184:	[1;35m[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.08973[0m
2023-09-17 09:03:03,185:	[1;35m[Coach] >>> VALID @Epoch: 253  >>> [0m
2023-09-17 09:03:03,185:	[1;35m[Coach] >>> TEST  @Epoch: 253  >>> [0m
2023-09-17 09:03:06,650:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.464611 seconds ...[0m
2023-09-17 09:03:06,691:	[1;35m[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.08948[0m
2023-09-17 09:03:06,691:	[1;35m[Coach] >>> VALID @Epoch: 254  >>> [0m
2023-09-17 09:03:06,691:	[1;35m[Coach] >>> TEST  @Epoch: 254  >>> [0m
2023-09-17 09:03:10,194:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.502775 seconds ...[0m
2023-09-17 09:03:12,351:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.106158 seconds ...[0m
2023-09-17 09:03:12,351:	[1;35m[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.08993[0m
2023-09-17 09:03:12,351:	[1;35m[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0103 || HITRATE@5 Avg: 0.0414 || HITRATE@10 Avg: 0.0659 || NDCG@5 Avg: 0.0257 || NDCG@10 Avg: 0.0336[0m
2023-09-17 09:03:12,351:	[1;35m[Coach] >>> TEST  @Epoch: 255  >>> [0m
2023-09-17 09:03:15,931:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.580250 seconds ...[0m
2023-09-17 09:03:15,969:	[1;35m[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.08988[0m
2023-09-17 09:03:15,969:	[1;35m[Coach] >>> VALID @Epoch: 256  >>> [0m
2023-09-17 09:03:15,969:	[1;35m[Coach] >>> TEST  @Epoch: 256  >>> [0m
2023-09-17 09:03:19,424:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.454919 seconds ...[0m
2023-09-17 09:03:19,471:	[1;35m[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.08993[0m
2023-09-17 09:03:19,471:	[1;35m[Coach] >>> VALID @Epoch: 257  >>> [0m
2023-09-17 09:03:19,471:	[1;35m[Coach] >>> TEST  @Epoch: 257  >>> [0m
2023-09-17 09:03:23,240:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.768118 seconds ...[0m
2023-09-17 09:03:23,281:	[1;35m[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.09075[0m
2023-09-17 09:03:23,281:	[1;35m[Coach] >>> VALID @Epoch: 258  >>> [0m
2023-09-17 09:03:23,281:	[1;35m[Coach] >>> TEST  @Epoch: 258  >>> [0m
2023-09-17 09:03:26,749:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.467003 seconds ...[0m
2023-09-17 09:03:26,787:	[1;35m[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.08899[0m
2023-09-17 09:03:26,787:	[1;35m[Coach] >>> VALID @Epoch: 259  >>> [0m
2023-09-17 09:03:26,787:	[1;35m[Coach] >>> TEST  @Epoch: 259  >>> [0m
2023-09-17 09:03:30,282:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.494390 seconds ...[0m
2023-09-17 09:03:32,381:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.059606 seconds ...[0m
2023-09-17 09:03:32,382:	[1;35m[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.08993[0m
2023-09-17 09:03:32,382:	[1;35m[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0117 || HITRATE@5 Avg: 0.0399 || HITRATE@10 Avg: 0.0633 || NDCG@5 Avg: 0.0257 || NDCG@10 Avg: 0.0332[0m
2023-09-17 09:03:32,382:	[1;35m[Coach] >>> TEST  @Epoch: 260  >>> [0m
2023-09-17 09:03:36,175:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.792820 seconds ...[0m
2023-09-17 09:03:36,217:	[1;35m[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.08956[0m
2023-09-17 09:03:36,217:	[1;35m[Coach] >>> VALID @Epoch: 261  >>> [0m
2023-09-17 09:03:36,217:	[1;35m[Coach] >>> TEST  @Epoch: 261  >>> [0m
2023-09-17 09:03:39,993:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.776199 seconds ...[0m
2023-09-17 09:03:40,034:	[1;35m[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.08970[0m
2023-09-17 09:03:40,034:	[1;35m[Coach] >>> VALID @Epoch: 262  >>> [0m
2023-09-17 09:03:40,034:	[1;35m[Coach] >>> TEST  @Epoch: 262  >>> [0m
2023-09-17 09:03:43,677:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.642839 seconds ...[0m
2023-09-17 09:03:43,723:	[1;35m[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.08973[0m
2023-09-17 09:03:43,723:	[1;35m[Coach] >>> VALID @Epoch: 263  >>> [0m
2023-09-17 09:03:43,723:	[1;35m[Coach] >>> TEST  @Epoch: 263  >>> [0m
2023-09-17 09:03:47,323:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.599168 seconds ...[0m
2023-09-17 09:03:47,365:	[1;35m[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.09020[0m
2023-09-17 09:03:47,365:	[1;35m[Coach] >>> VALID @Epoch: 264  >>> [0m
2023-09-17 09:03:47,365:	[1;35m[Coach] >>> TEST  @Epoch: 264  >>> [0m
2023-09-17 09:03:51,192:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.826759 seconds ...[0m
2023-09-17 09:03:53,349:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.112821 seconds ...[0m
2023-09-17 09:03:53,349:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0343*** [0m
2023-09-17 09:03:53,361:	[1;35m[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.08817[0m
2023-09-17 09:03:53,361:	[1;35m[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0414 || HITRATE@10 Avg: 0.0662 || NDCG@5 Avg: 0.0263 || NDCG@10 Avg: 0.0343[0m
2023-09-17 09:03:53,361:	[1;35m[Coach] >>> TEST  @Epoch: 265  >>> [0m
2023-09-17 09:03:57,144:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.783220 seconds ...[0m
2023-09-17 09:03:57,182:	[1;35m[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.08884[0m
2023-09-17 09:03:57,182:	[1;35m[Coach] >>> VALID @Epoch: 266  >>> [0m
2023-09-17 09:03:57,182:	[1;35m[Coach] >>> TEST  @Epoch: 266  >>> [0m
2023-09-17 09:04:00,678:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.494949 seconds ...[0m
2023-09-17 09:04:00,718:	[1;35m[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.08943[0m
2023-09-17 09:04:00,718:	[1;35m[Coach] >>> VALID @Epoch: 267  >>> [0m
2023-09-17 09:04:00,718:	[1;35m[Coach] >>> TEST  @Epoch: 267  >>> [0m
2023-09-17 09:04:04,494:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.775263 seconds ...[0m
2023-09-17 09:04:04,536:	[1;35m[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.08887[0m
2023-09-17 09:04:04,536:	[1;35m[Coach] >>> VALID @Epoch: 268  >>> [0m
2023-09-17 09:04:04,536:	[1;35m[Coach] >>> TEST  @Epoch: 268  >>> [0m
2023-09-17 09:04:08,108:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.572318 seconds ...[0m
2023-09-17 09:04:08,154:	[1;35m[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.08777[0m
2023-09-17 09:04:08,155:	[1;35m[Coach] >>> VALID @Epoch: 269  >>> [0m
2023-09-17 09:04:08,155:	[1;35m[Coach] >>> TEST  @Epoch: 269  >>> [0m
2023-09-17 09:04:11,699:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.544074 seconds ...[0m
2023-09-17 09:04:14,012:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.264980 seconds ...[0m
2023-09-17 09:04:14,012:	[1;35m[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.08946[0m
2023-09-17 09:04:14,012:	[1;35m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0100 || HITRATE@5 Avg: 0.0410 || HITRATE@10 Avg: 0.0662 || NDCG@5 Avg: 0.0254 || NDCG@10 Avg: 0.0336[0m
2023-09-17 09:04:14,013:	[1;35m[Coach] >>> TEST  @Epoch: 270  >>> [0m
2023-09-17 09:04:17,740:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.726874 seconds ...[0m
2023-09-17 09:04:17,786:	[1;35m[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.08954[0m
2023-09-17 09:04:17,787:	[1;35m[Coach] >>> VALID @Epoch: 271  >>> [0m
2023-09-17 09:04:17,787:	[1;35m[Coach] >>> TEST  @Epoch: 271  >>> [0m
2023-09-17 09:04:21,401:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.614076 seconds ...[0m
2023-09-17 09:04:21,443:	[1;35m[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.08905[0m
2023-09-17 09:04:21,443:	[1;35m[Coach] >>> VALID @Epoch: 272  >>> [0m
2023-09-17 09:04:21,444:	[1;35m[Coach] >>> TEST  @Epoch: 272  >>> [0m
2023-09-17 09:04:25,194:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.750207 seconds ...[0m
2023-09-17 09:04:25,244:	[1;35m[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.08898[0m
2023-09-17 09:04:25,244:	[1;35m[Coach] >>> VALID @Epoch: 273  >>> [0m
2023-09-17 09:04:25,244:	[1;35m[Coach] >>> TEST  @Epoch: 273  >>> [0m
2023-09-17 09:04:28,996:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.752107 seconds ...[0m
2023-09-17 09:04:29,037:	[1;35m[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.08722[0m
2023-09-17 09:04:29,037:	[1;35m[Coach] >>> VALID @Epoch: 274  >>> [0m
2023-09-17 09:04:29,037:	[1;35m[Coach] >>> TEST  @Epoch: 274  >>> [0m
2023-09-17 09:04:32,732:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.694582 seconds ...[0m
2023-09-17 09:04:34,777:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.002161 seconds ...[0m
2023-09-17 09:04:34,778:	[1;35m[Coach] >>> Better ***NDCG@10*** of ***0.0352*** [0m
2023-09-17 09:04:34,787:	[1;35m[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.08841[0m
2023-09-17 09:04:34,788:	[1;35m[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0427 || HITRATE@10 Avg: 0.0673 || NDCG@5 Avg: 0.0273 || NDCG@10 Avg: 0.0352[0m
2023-09-17 09:04:34,788:	[1;35m[Coach] >>> TEST  @Epoch: 275  >>> [0m
2023-09-17 09:04:38,584:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.796244 seconds ...[0m
2023-09-17 09:04:38,624:	[1;35m[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.08926[0m
2023-09-17 09:04:38,624:	[1;35m[Coach] >>> VALID @Epoch: 276  >>> [0m
2023-09-17 09:04:38,624:	[1;35m[Coach] >>> TEST  @Epoch: 276  >>> [0m
2023-09-17 09:04:42,205:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.580117 seconds ...[0m
2023-09-17 09:04:42,250:	[1;35m[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.08703[0m
2023-09-17 09:04:42,250:	[1;35m[Coach] >>> VALID @Epoch: 277  >>> [0m
2023-09-17 09:04:42,250:	[1;35m[Coach] >>> TEST  @Epoch: 277  >>> [0m
2023-09-17 09:04:46,035:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.784751 seconds ...[0m
2023-09-17 09:04:46,074:	[1;35m[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.08833[0m
2023-09-17 09:04:46,075:	[1;35m[Coach] >>> VALID @Epoch: 278  >>> [0m
2023-09-17 09:04:46,075:	[1;35m[Coach] >>> TEST  @Epoch: 278  >>> [0m
2023-09-17 09:04:49,590:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.515251 seconds ...[0m
2023-09-17 09:04:49,632:	[1;35m[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.08849[0m
2023-09-17 09:04:49,633:	[1;35m[Coach] >>> VALID @Epoch: 279  >>> [0m
2023-09-17 09:04:49,633:	[1;35m[Coach] >>> TEST  @Epoch: 279  >>> [0m
2023-09-17 09:04:53,101:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.468052 seconds ...[0m
2023-09-17 09:04:55,186:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.047351 seconds ...[0m
2023-09-17 09:04:55,186:	[1;35m[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.08801[0m
2023-09-17 09:04:55,186:	[1;35m[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0115 || HITRATE@5 Avg: 0.0427 || HITRATE@10 Avg: 0.0653 || NDCG@5 Avg: 0.0271 || NDCG@10 Avg: 0.0344[0m
2023-09-17 09:04:55,186:	[1;35m[Coach] >>> TEST  @Epoch: 280  >>> [0m
2023-09-17 09:04:58,866:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.679092 seconds ...[0m
2023-09-17 09:04:58,911:	[1;35m[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.08796[0m
2023-09-17 09:04:58,911:	[1;35m[Coach] >>> VALID @Epoch: 281  >>> [0m
2023-09-17 09:04:58,911:	[1;35m[Coach] >>> TEST  @Epoch: 281  >>> [0m
2023-09-17 09:05:02,847:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.935647 seconds ...[0m
2023-09-17 09:05:02,887:	[1;35m[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.08795[0m
2023-09-17 09:05:02,887:	[1;35m[Coach] >>> VALID @Epoch: 282  >>> [0m
2023-09-17 09:05:02,887:	[1;35m[Coach] >>> TEST  @Epoch: 282  >>> [0m
2023-09-17 09:05:06,695:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.807593 seconds ...[0m
2023-09-17 09:05:06,737:	[1;35m[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.08977[0m
2023-09-17 09:05:06,737:	[1;35m[Coach] >>> VALID @Epoch: 283  >>> [0m
2023-09-17 09:05:06,737:	[1;35m[Coach] >>> TEST  @Epoch: 283  >>> [0m
2023-09-17 09:05:10,553:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.815111 seconds ...[0m
2023-09-17 09:05:10,596:	[1;35m[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.08863[0m
2023-09-17 09:05:10,597:	[1;35m[Coach] >>> VALID @Epoch: 284  >>> [0m
2023-09-17 09:05:10,597:	[1;35m[Coach] >>> TEST  @Epoch: 284  >>> [0m
2023-09-17 09:05:14,191:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.593774 seconds ...[0m
2023-09-17 09:05:16,315:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.081351 seconds ...[0m
2023-09-17 09:05:16,316:	[1;35m[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.08806[0m
2023-09-17 09:05:16,316:	[1;35m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0114 || HITRATE@5 Avg: 0.0418 || HITRATE@10 Avg: 0.0657 || NDCG@5 Avg: 0.0266 || NDCG@10 Avg: 0.0343[0m
2023-09-17 09:05:16,316:	[1;35m[Coach] >>> TEST  @Epoch: 285  >>> [0m
2023-09-17 09:05:19,885:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.568495 seconds ...[0m
2023-09-17 09:05:19,930:	[1;35m[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.08950[0m
2023-09-17 09:05:19,930:	[1;35m[Coach] >>> VALID @Epoch: 286  >>> [0m
2023-09-17 09:05:19,930:	[1;35m[Coach] >>> TEST  @Epoch: 286  >>> [0m
2023-09-17 09:05:23,990:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 4.059378 seconds ...[0m
2023-09-17 09:05:24,044:	[1;35m[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.08927[0m
2023-09-17 09:05:24,044:	[1;35m[Coach] >>> VALID @Epoch: 287  >>> [0m
2023-09-17 09:05:24,044:	[1;35m[Coach] >>> TEST  @Epoch: 287  >>> [0m
2023-09-17 09:05:27,491:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.446101 seconds ...[0m
2023-09-17 09:05:27,532:	[1;35m[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.08700[0m
2023-09-17 09:05:27,532:	[1;35m[Coach] >>> VALID @Epoch: 288  >>> [0m
2023-09-17 09:05:27,532:	[1;35m[Coach] >>> TEST  @Epoch: 288  >>> [0m
2023-09-17 09:05:31,289:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.756148 seconds ...[0m
2023-09-17 09:05:31,331:	[1;35m[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.08711[0m
2023-09-17 09:05:31,332:	[1;35m[Coach] >>> VALID @Epoch: 289  >>> [0m
2023-09-17 09:05:31,332:	[1;35m[Coach] >>> TEST  @Epoch: 289  >>> [0m
2023-09-17 09:05:34,911:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.578678 seconds ...[0m
2023-09-17 09:05:37,053:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 2.102870 seconds ...[0m
2023-09-17 09:05:37,053:	[1;35m[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.08871[0m
2023-09-17 09:05:37,053:	[1;35m[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0125 || HITRATE@5 Avg: 0.0435 || HITRATE@10 Avg: 0.0660 || NDCG@5 Avg: 0.0279 || NDCG@10 Avg: 0.0351[0m
2023-09-17 09:05:37,053:	[1;35m[Coach] >>> TEST  @Epoch: 290  >>> [0m
2023-09-17 09:05:40,818:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.765055 seconds ...[0m
2023-09-17 09:05:40,861:	[1;35m[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.08802[0m
2023-09-17 09:05:40,861:	[1;35m[Coach] >>> VALID @Epoch: 291  >>> [0m
2023-09-17 09:05:40,861:	[1;35m[Coach] >>> TEST  @Epoch: 291  >>> [0m
2023-09-17 09:05:44,352:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.490633 seconds ...[0m
2023-09-17 09:05:44,392:	[1;35m[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.08744[0m
2023-09-17 09:05:44,392:	[1;35m[Coach] >>> VALID @Epoch: 292  >>> [0m
2023-09-17 09:05:44,393:	[1;35m[Coach] >>> TEST  @Epoch: 292  >>> [0m
2023-09-17 09:05:48,134:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.741462 seconds ...[0m
2023-09-17 09:05:48,180:	[1;35m[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.08801[0m
2023-09-17 09:05:48,181:	[1;35m[Coach] >>> VALID @Epoch: 293  >>> [0m
2023-09-17 09:05:48,181:	[1;35m[Coach] >>> TEST  @Epoch: 293  >>> [0m
2023-09-17 09:05:51,842:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.660524 seconds ...[0m
2023-09-17 09:05:51,887:	[1;35m[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.08828[0m
2023-09-17 09:05:51,887:	[1;35m[Coach] >>> VALID @Epoch: 294  >>> [0m
2023-09-17 09:05:51,887:	[1;35m[Coach] >>> TEST  @Epoch: 294  >>> [0m
2023-09-17 09:05:55,747:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.859330 seconds ...[0m
2023-09-17 09:05:57,759:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.971424 seconds ...[0m
2023-09-17 09:05:57,759:	[1;35m[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.08876[0m
2023-09-17 09:05:57,760:	[1;35m[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0123 || HITRATE@5 Avg: 0.0425 || HITRATE@10 Avg: 0.0664 || NDCG@5 Avg: 0.0273 || NDCG@10 Avg: 0.0350[0m
2023-09-17 09:05:57,760:	[1;35m[Coach] >>> TEST  @Epoch: 295  >>> [0m
2023-09-17 09:06:01,383:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.622630 seconds ...[0m
2023-09-17 09:06:01,420:	[1;35m[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.08772[0m
2023-09-17 09:06:01,420:	[1;35m[Coach] >>> VALID @Epoch: 296  >>> [0m
2023-09-17 09:06:01,421:	[1;35m[Coach] >>> TEST  @Epoch: 296  >>> [0m
2023-09-17 09:06:04,755:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.334131 seconds ...[0m
2023-09-17 09:06:04,791:	[1;35m[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.08817[0m
2023-09-17 09:06:04,792:	[1;35m[Coach] >>> VALID @Epoch: 297  >>> [0m
2023-09-17 09:06:04,792:	[1;35m[Coach] >>> TEST  @Epoch: 297  >>> [0m
2023-09-17 09:06:07,957:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.164882 seconds ...[0m
2023-09-17 09:06:07,997:	[1;35m[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.08692[0m
2023-09-17 09:06:07,997:	[1;35m[Coach] >>> VALID @Epoch: 298  >>> [0m
2023-09-17 09:06:07,997:	[1;35m[Coach] >>> TEST  @Epoch: 298  >>> [0m
2023-09-17 09:06:11,203:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.205312 seconds ...[0m
2023-09-17 09:06:11,239:	[1;35m[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.08748[0m
2023-09-17 09:06:11,239:	[1;35m[Coach] >>> VALID @Epoch: 299  >>> [0m
2023-09-17 09:06:11,239:	[1;35m[Coach] >>> TEST  @Epoch: 299  >>> [0m
2023-09-17 09:06:14,299:	[1;35m[Wall TIME] >>> ChiefCoach.train takes 3.059615 seconds ...[0m
2023-09-17 09:06:16,158:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.847627 seconds ...[0m
2023-09-17 09:06:18,006:	[1;35m[Wall TIME] >>> ChiefCoach.test takes 1.847550 seconds ...[0m
2023-09-17 09:06:18,006:	[1;35m[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.08726[0m
2023-09-17 09:06:18,006:	[1;35m[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0111 || HITRATE@5 Avg: 0.0414 || HITRATE@10 Avg: 0.0657 || NDCG@5 Avg: 0.0262 || NDCG@10 Avg: 0.0341[0m
2023-09-17 09:06:18,006:	[1;35m[Coach] >>> TEST  @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0089 || HITRATE@5 Avg: 0.0322 || HITRATE@10 Avg: 0.0525 || NDCG@5 Avg: 0.0206 || NDCG@10 Avg: 0.0271[0m
2023-09-17 09:06:19,675:	[1;35m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.086924     297
1   valid   HITRATE@1  0.012521     290
2   valid   HITRATE@5  0.043509     290
3   valid  HITRATE@10  0.067254     275
4   valid      NDCG@5  0.027891     290
5   valid     NDCG@10  0.035249     275
6    test   HITRATE@1  0.008943       0
7    test   HITRATE@5  0.032151       0
8    test  HITRATE@10  0.052542       0
9    test      NDCG@5  0.020568       0
10   test     NDCG@10  0.027130       0[0m
2023-09-17 09:06:19,675:	[1;35m[LoG_PaTH] >>> ./logs/Beauty-5/AmazonBeauty_550_Chron/1-0917084530[0m
2023-09-17 09:06:19,756:	[1;35m[Wall TIME] >>> Coach.summary takes 1.749822 seconds ...[0m
2023-09-17 09:06:19,757:	[1;35m[Coach] >>> Load best model @Epoch 275  [0m
2023-09-17 09:06:21,712:	[1;35m[Wall TIME] >>> ChiefCoach.valid takes 1.951234 seconds ...[0m
2023-09-17 09:06:23,729:	[1;35m[Wall TIME] >>> ChiefCoach.test takes 2.016743 seconds ...[0m
2023-09-17 09:06:23,729:	[1;35m[Coach] >>> TRAIN @Epoch: 275  >>> [0m
2023-09-17 09:06:23,729:	[1;35m[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0119 || HITRATE@5 Avg: 0.0427 || HITRATE@10 Avg: 0.0673 || NDCG@5 Avg: 0.0273 || NDCG@10 Avg: 0.0352[0m
2023-09-17 09:06:23,729:	[1;35m[Coach] >>> TEST  @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0324 || HITRATE@10 Avg: 0.0517 || NDCG@5 Avg: 0.0213 || NDCG@10 Avg: 0.0275[0m
2023-09-17 09:06:23,734:	[1;35m[Wall TIME] >>> Coach.fit takes 1245.356781 seconds ...[0m
