2023-09-17 08:45:34,644:	========================================================================
2023-09-17 08:45:34,644:	========================================================================
2023-09-17 08:45:34,644:	========================================================================
2023-09-17 08:45:34,644:	[1;34m[Benchmark] >>> cudnn.benchmark == False | cudnn.deterministic == True[0m
2023-09-17 08:45:34,645:	[1;34m[Seed] >>> Set seed: 3[0m
2023-09-17 08:45:34,645:	[1;34m[PARSER] >>>
[BENCHMARK: False] 
[SEED: 3] 
[EVAL_FREQ: 5] 
[EVAL_VALID: True] 
[EVAL_TEST: False] 
[log2file: True] 
[log2console: True] 
[SAVED_FILENAME: model.pt] 
[BEST_FILENAME: best.pt] 
[CHECKPOINT_FREQ: 1] 
[CHECKPOINT_MODULES: ['model', 'optimizer', 'lr_scheduler']] 
[CHECKPOINT_FILENAME: checkpoint.tar] 
[SUMMARY_FILENAME: SUMMARY.md] 
[MONITOR_FILENAME: monitors.pickle] 
[MONITOR_BEST_FILENAME: best.pickle] 
[description: Beauty-5] 
[root: ../../data] 
[dataset: AmazonBeauty_550_Chron] 
[config: configs/AmazonBeauty_550_Chron.yaml] 
[ranking: full] 
[device: 2] 
[optimizer: AdamWSEvo] 
[nesterov: False] 
[momentum: 0.9] 
[beta1: 0.9] 
[beta2: 0.999] 
[weight_decay: 0.1] 
[lr: 0.001] 
[batch_size: 512] 
[epochs: 300] 
[num_workers: 4] 
[pin_memory: False] 
[resume: False] 
[id: 0917084531] 
[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/2] 
[LOG_PATH: ./logs/Beauty-5/AmazonBeauty_550_Chron/2-0917084531] 
[0m
2023-09-17 08:45:34,646:	[1;34m[Wall TIME] >>> Parser.compile takes 0.006635 seconds ...[0m
2023-09-17 08:45:34,660:	[1;34m[AmazonBeauty_550_Chron] >>> 
UserID: [dtype: torch.int64, na_value: None, tags: FieldTags.User,FieldTags.ID,FieldTags.Sparse]
ItemID: [dtype: torch.int64, na_value: None, tags: FieldTags.ID,FieldTags.Item,FieldTags.Sparse]
Timestamp: [dtype: torch.float32, na_value: None, tags: FieldTags.Dense,FieldTags.Timestamp][0m
2023-09-17 08:45:34,881:	[1;34m+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| #Users | #Items |      Avg.Len      | #Interactions | #Train | #Valid | #Test |        Density        |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+
| 22363  | 12101  | 8.876358270357287 |     198502    | 153776 | 22363  | 22363 | 0.0007335227064174272 |
+--------+--------+-------------------+---------------+--------+--------+-------+-----------------------+[0m
2023-09-17 08:45:34,881:	[1;34m[Wall TIME] >>> RecDataSet.compile takes 0.234677 seconds ...[0m
2023-09-17 08:45:35,130:	[1;34m[Wall TIME] >>> SeqTrainUniformSampler.prepare takes 0.092159 seconds ...[0m
2023-09-17 08:45:35,341:	[1;34m[Wall TIME] >>> SeqValidYielder.prepare takes 0.210542 seconds ...[0m
2023-09-17 08:45:35,510:	[1;34m[Wall TIME] >>> SeqTestYielder.prepare takes 0.167371 seconds ...[0m
2023-09-17 08:45:39,398:	[1;34m[Coach] >>> Set best meter: NDCG@10 [0m
2023-09-17 08:45:39,399:	[1;34m[Wall TIME] >>> Coach.compile takes 0.001528 seconds ...[0m
2023-09-17 08:45:41,356:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.931411 seconds ...[0m
2023-09-17 08:45:41,357:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0004*** [0m
2023-09-17 08:45:41,365:	[1;34m[Coach] >>> TRAIN @Epoch: 0    >>> [0m
2023-09-17 08:45:41,365:	[1;34m[Coach] >>> VALID @Epoch: 0    >>>  || HITRATE@1 Avg: 0.0002 || HITRATE@5 Avg: 0.0003 || HITRATE@10 Avg: 0.0007 || NDCG@5 Avg: 0.0003 || NDCG@10 Avg: 0.0004[0m
2023-09-17 08:45:41,365:	[1;34m[Coach] >>> TEST  @Epoch: 0    >>> [0m
2023-09-17 08:45:44,808:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.442707 seconds ...[0m
2023-09-17 08:45:44,859:	[1;34m[Coach] >>> TRAIN @Epoch: 1    >>>  || LOSS Avg: 0.55495[0m
2023-09-17 08:45:44,859:	[1;34m[Coach] >>> VALID @Epoch: 1    >>> [0m
2023-09-17 08:45:44,859:	[1;34m[Coach] >>> TEST  @Epoch: 1    >>> [0m
2023-09-17 08:45:48,242:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.382045 seconds ...[0m
2023-09-17 08:45:48,286:	[1;34m[Coach] >>> TRAIN @Epoch: 2    >>>  || LOSS Avg: 0.47223[0m
2023-09-17 08:45:48,286:	[1;34m[Coach] >>> VALID @Epoch: 2    >>> [0m
2023-09-17 08:45:48,286:	[1;34m[Coach] >>> TEST  @Epoch: 2    >>> [0m
2023-09-17 08:45:51,865:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.578329 seconds ...[0m
2023-09-17 08:45:51,905:	[1;34m[Coach] >>> TRAIN @Epoch: 3    >>>  || LOSS Avg: 0.42094[0m
2023-09-17 08:45:51,906:	[1;34m[Coach] >>> VALID @Epoch: 3    >>> [0m
2023-09-17 08:45:51,906:	[1;34m[Coach] >>> TEST  @Epoch: 3    >>> [0m
2023-09-17 08:45:55,879:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.972940 seconds ...[0m
2023-09-17 08:45:55,919:	[1;34m[Coach] >>> TRAIN @Epoch: 4    >>>  || LOSS Avg: 0.38135[0m
2023-09-17 08:45:55,919:	[1;34m[Coach] >>> VALID @Epoch: 4    >>> [0m
2023-09-17 08:45:55,919:	[1;34m[Coach] >>> TEST  @Epoch: 4    >>> [0m
2023-09-17 08:45:59,307:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.387448 seconds ...[0m
2023-09-17 08:46:01,333:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.982962 seconds ...[0m
2023-09-17 08:46:01,333:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0129*** [0m
2023-09-17 08:46:01,345:	[1;34m[Coach] >>> TRAIN @Epoch: 5    >>>  || LOSS Avg: 0.35980[0m
2023-09-17 08:46:01,345:	[1;34m[Coach] >>> VALID @Epoch: 5    >>>  || HITRATE@1 Avg: 0.0043 || HITRATE@5 Avg: 0.0143 || HITRATE@10 Avg: 0.0258 || NDCG@5 Avg: 0.0092 || NDCG@10 Avg: 0.0129[0m
2023-09-17 08:46:01,345:	[1;34m[Coach] >>> TEST  @Epoch: 5    >>> [0m
2023-09-17 08:46:04,797:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.450842 seconds ...[0m
2023-09-17 08:46:04,844:	[1;34m[Coach] >>> TRAIN @Epoch: 6    >>>  || LOSS Avg: 0.33824[0m
2023-09-17 08:46:04,844:	[1;34m[Coach] >>> VALID @Epoch: 6    >>> [0m
2023-09-17 08:46:04,844:	[1;34m[Coach] >>> TEST  @Epoch: 6    >>> [0m
2023-09-17 08:46:08,295:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.450765 seconds ...[0m
2023-09-17 08:46:08,342:	[1;34m[Coach] >>> TRAIN @Epoch: 7    >>>  || LOSS Avg: 0.32157[0m
2023-09-17 08:46:08,342:	[1;34m[Coach] >>> VALID @Epoch: 7    >>> [0m
2023-09-17 08:46:08,342:	[1;34m[Coach] >>> TEST  @Epoch: 7    >>> [0m
2023-09-17 08:46:11,827:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.483830 seconds ...[0m
2023-09-17 08:46:11,876:	[1;34m[Coach] >>> TRAIN @Epoch: 8    >>>  || LOSS Avg: 0.30580[0m
2023-09-17 08:46:11,876:	[1;34m[Coach] >>> VALID @Epoch: 8    >>> [0m
2023-09-17 08:46:11,876:	[1;34m[Coach] >>> TEST  @Epoch: 8    >>> [0m
2023-09-17 08:46:15,791:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.914925 seconds ...[0m
2023-09-17 08:46:15,832:	[1;34m[Coach] >>> TRAIN @Epoch: 9    >>>  || LOSS Avg: 0.29024[0m
2023-09-17 08:46:15,833:	[1;34m[Coach] >>> VALID @Epoch: 9    >>> [0m
2023-09-17 08:46:15,833:	[1;34m[Coach] >>> TEST  @Epoch: 9    >>> [0m
2023-09-17 08:46:19,406:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.573358 seconds ...[0m
2023-09-17 08:46:21,476:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.018350 seconds ...[0m
2023-09-17 08:46:21,477:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0190*** [0m
2023-09-17 08:46:21,491:	[1;34m[Coach] >>> TRAIN @Epoch: 10   >>>  || LOSS Avg: 0.27707[0m
2023-09-17 08:46:21,492:	[1;34m[Coach] >>> VALID @Epoch: 10   >>>  || HITRATE@1 Avg: 0.0049 || HITRATE@5 Avg: 0.0229 || HITRATE@10 Avg: 0.0393 || NDCG@5 Avg: 0.0137 || NDCG@10 Avg: 0.0190[0m
2023-09-17 08:46:21,492:	[1;34m[Coach] >>> TEST  @Epoch: 10   >>> [0m
2023-09-17 08:46:25,017:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.525238 seconds ...[0m
2023-09-17 08:46:25,065:	[1;34m[Coach] >>> TRAIN @Epoch: 11   >>>  || LOSS Avg: 0.26581[0m
2023-09-17 08:46:25,065:	[1;34m[Coach] >>> VALID @Epoch: 11   >>> [0m
2023-09-17 08:46:25,065:	[1;34m[Coach] >>> TEST  @Epoch: 11   >>> [0m
2023-09-17 08:46:28,665:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.600141 seconds ...[0m
2023-09-17 08:46:28,705:	[1;34m[Coach] >>> TRAIN @Epoch: 12   >>>  || LOSS Avg: 0.25787[0m
2023-09-17 08:46:28,705:	[1;34m[Coach] >>> VALID @Epoch: 12   >>> [0m
2023-09-17 08:46:28,705:	[1;34m[Coach] >>> TEST  @Epoch: 12   >>> [0m
2023-09-17 08:46:32,431:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.725066 seconds ...[0m
2023-09-17 08:46:32,467:	[1;34m[Coach] >>> TRAIN @Epoch: 13   >>>  || LOSS Avg: 0.24645[0m
2023-09-17 08:46:32,467:	[1;34m[Coach] >>> VALID @Epoch: 13   >>> [0m
2023-09-17 08:46:32,467:	[1;34m[Coach] >>> TEST  @Epoch: 13   >>> [0m
2023-09-17 08:46:35,913:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.445606 seconds ...[0m
2023-09-17 08:46:35,953:	[1;34m[Coach] >>> TRAIN @Epoch: 14   >>>  || LOSS Avg: 0.24250[0m
2023-09-17 08:46:35,954:	[1;34m[Coach] >>> VALID @Epoch: 14   >>> [0m
2023-09-17 08:46:35,954:	[1;34m[Coach] >>> TEST  @Epoch: 14   >>> [0m
2023-09-17 08:46:39,398:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.444232 seconds ...[0m
2023-09-17 08:46:41,360:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.922493 seconds ...[0m
2023-09-17 08:46:41,360:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0218*** [0m
2023-09-17 08:46:41,370:	[1;34m[Coach] >>> TRAIN @Epoch: 15   >>>  || LOSS Avg: 0.23140[0m
2023-09-17 08:46:41,370:	[1;34m[Coach] >>> VALID @Epoch: 15   >>>  || HITRATE@1 Avg: 0.0066 || HITRATE@5 Avg: 0.0253 || HITRATE@10 Avg: 0.0442 || NDCG@5 Avg: 0.0157 || NDCG@10 Avg: 0.0218[0m
2023-09-17 08:46:41,370:	[1;34m[Coach] >>> TEST  @Epoch: 15   >>> [0m
2023-09-17 08:46:45,040:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.668999 seconds ...[0m
2023-09-17 08:46:45,077:	[1;34m[Coach] >>> TRAIN @Epoch: 16   >>>  || LOSS Avg: 0.22878[0m
2023-09-17 08:46:45,077:	[1;34m[Coach] >>> VALID @Epoch: 16   >>> [0m
2023-09-17 08:46:45,078:	[1;34m[Coach] >>> TEST  @Epoch: 16   >>> [0m
2023-09-17 08:46:48,831:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.752934 seconds ...[0m
2023-09-17 08:46:48,872:	[1;34m[Coach] >>> TRAIN @Epoch: 17   >>>  || LOSS Avg: 0.22170[0m
2023-09-17 08:46:48,872:	[1;34m[Coach] >>> VALID @Epoch: 17   >>> [0m
2023-09-17 08:46:48,872:	[1;34m[Coach] >>> TEST  @Epoch: 17   >>> [0m
2023-09-17 08:46:52,400:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.527789 seconds ...[0m
2023-09-17 08:46:52,451:	[1;34m[Coach] >>> TRAIN @Epoch: 18   >>>  || LOSS Avg: 0.21752[0m
2023-09-17 08:46:52,451:	[1;34m[Coach] >>> VALID @Epoch: 18   >>> [0m
2023-09-17 08:46:52,451:	[1;34m[Coach] >>> TEST  @Epoch: 18   >>> [0m
2023-09-17 08:46:55,952:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.500246 seconds ...[0m
2023-09-17 08:46:56,006:	[1;34m[Coach] >>> TRAIN @Epoch: 19   >>>  || LOSS Avg: 0.21144[0m
2023-09-17 08:46:56,006:	[1;34m[Coach] >>> VALID @Epoch: 19   >>> [0m
2023-09-17 08:46:56,006:	[1;34m[Coach] >>> TEST  @Epoch: 19   >>> [0m
2023-09-17 08:46:59,533:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.526407 seconds ...[0m
2023-09-17 08:47:01,633:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.052012 seconds ...[0m
2023-09-17 08:47:01,634:	[1;34m[Coach] >>> TRAIN @Epoch: 20   >>>  || LOSS Avg: 0.20790[0m
2023-09-17 08:47:01,634:	[1;34m[Coach] >>> VALID @Epoch: 20   >>>  || HITRATE@1 Avg: 0.0052 || HITRATE@5 Avg: 0.0247 || HITRATE@10 Avg: 0.0444 || NDCG@5 Avg: 0.0148 || NDCG@10 Avg: 0.0211[0m
2023-09-17 08:47:01,634:	[1;34m[Coach] >>> TEST  @Epoch: 20   >>> [0m
2023-09-17 08:47:05,237:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.602634 seconds ...[0m
2023-09-17 08:47:05,277:	[1;34m[Coach] >>> TRAIN @Epoch: 21   >>>  || LOSS Avg: 0.20192[0m
2023-09-17 08:47:05,278:	[1;34m[Coach] >>> VALID @Epoch: 21   >>> [0m
2023-09-17 08:47:05,278:	[1;34m[Coach] >>> TEST  @Epoch: 21   >>> [0m
2023-09-17 08:47:08,777:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.498841 seconds ...[0m
2023-09-17 08:47:08,816:	[1;34m[Coach] >>> TRAIN @Epoch: 22   >>>  || LOSS Avg: 0.19901[0m
2023-09-17 08:47:08,816:	[1;34m[Coach] >>> VALID @Epoch: 22   >>> [0m
2023-09-17 08:47:08,816:	[1;34m[Coach] >>> TEST  @Epoch: 22   >>> [0m
2023-09-17 08:47:12,427:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.611127 seconds ...[0m
2023-09-17 08:47:12,469:	[1;34m[Coach] >>> TRAIN @Epoch: 23   >>>  || LOSS Avg: 0.19610[0m
2023-09-17 08:47:12,470:	[1;34m[Coach] >>> VALID @Epoch: 23   >>> [0m
2023-09-17 08:47:12,470:	[1;34m[Coach] >>> TEST  @Epoch: 23   >>> [0m
2023-09-17 08:47:16,205:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.735510 seconds ...[0m
2023-09-17 08:47:16,245:	[1;34m[Coach] >>> TRAIN @Epoch: 24   >>>  || LOSS Avg: 0.19229[0m
2023-09-17 08:47:16,245:	[1;34m[Coach] >>> VALID @Epoch: 24   >>> [0m
2023-09-17 08:47:16,245:	[1;34m[Coach] >>> TEST  @Epoch: 24   >>> [0m
2023-09-17 08:47:19,896:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.650922 seconds ...[0m
2023-09-17 08:47:21,937:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.999200 seconds ...[0m
2023-09-17 08:47:21,938:	[1;34m[Coach] >>> TRAIN @Epoch: 25   >>>  || LOSS Avg: 0.19015[0m
2023-09-17 08:47:21,938:	[1;34m[Coach] >>> VALID @Epoch: 25   >>>  || HITRATE@1 Avg: 0.0056 || HITRATE@5 Avg: 0.0259 || HITRATE@10 Avg: 0.0449 || NDCG@5 Avg: 0.0156 || NDCG@10 Avg: 0.0217[0m
2023-09-17 08:47:21,938:	[1;34m[Coach] >>> TEST  @Epoch: 25   >>> [0m
2023-09-17 08:47:25,227:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.288916 seconds ...[0m
2023-09-17 08:47:25,268:	[1;34m[Coach] >>> TRAIN @Epoch: 26   >>>  || LOSS Avg: 0.18413[0m
2023-09-17 08:47:25,268:	[1;34m[Coach] >>> VALID @Epoch: 26   >>> [0m
2023-09-17 08:47:25,268:	[1;34m[Coach] >>> TEST  @Epoch: 26   >>> [0m
2023-09-17 08:47:28,960:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.691745 seconds ...[0m
2023-09-17 08:47:29,000:	[1;34m[Coach] >>> TRAIN @Epoch: 27   >>>  || LOSS Avg: 0.18350[0m
2023-09-17 08:47:29,001:	[1;34m[Coach] >>> VALID @Epoch: 27   >>> [0m
2023-09-17 08:47:29,001:	[1;34m[Coach] >>> TEST  @Epoch: 27   >>> [0m
2023-09-17 08:47:32,961:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.959852 seconds ...[0m
2023-09-17 08:47:33,000:	[1;34m[Coach] >>> TRAIN @Epoch: 28   >>>  || LOSS Avg: 0.18016[0m
2023-09-17 08:47:33,000:	[1;34m[Coach] >>> VALID @Epoch: 28   >>> [0m
2023-09-17 08:47:33,000:	[1;34m[Coach] >>> TEST  @Epoch: 28   >>> [0m
2023-09-17 08:47:36,667:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.666163 seconds ...[0m
2023-09-17 08:47:36,713:	[1;34m[Coach] >>> TRAIN @Epoch: 29   >>>  || LOSS Avg: 0.17633[0m
2023-09-17 08:47:36,713:	[1;34m[Coach] >>> VALID @Epoch: 29   >>> [0m
2023-09-17 08:47:36,713:	[1;34m[Coach] >>> TEST  @Epoch: 29   >>> [0m
2023-09-17 08:47:40,314:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.599897 seconds ...[0m
2023-09-17 08:47:42,385:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.030760 seconds ...[0m
2023-09-17 08:47:42,385:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0235*** [0m
2023-09-17 08:47:42,397:	[1;34m[Coach] >>> TRAIN @Epoch: 30   >>>  || LOSS Avg: 0.17560[0m
2023-09-17 08:47:42,398:	[1;34m[Coach] >>> VALID @Epoch: 30   >>>  || HITRATE@1 Avg: 0.0073 || HITRATE@5 Avg: 0.0282 || HITRATE@10 Avg: 0.0457 || NDCG@5 Avg: 0.0179 || NDCG@10 Avg: 0.0235[0m
2023-09-17 08:47:42,398:	[1;34m[Coach] >>> TEST  @Epoch: 30   >>> [0m
2023-09-17 08:47:45,978:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.579995 seconds ...[0m
2023-09-17 08:47:46,020:	[1;34m[Coach] >>> TRAIN @Epoch: 31   >>>  || LOSS Avg: 0.17221[0m
2023-09-17 08:47:46,020:	[1;34m[Coach] >>> VALID @Epoch: 31   >>> [0m
2023-09-17 08:47:46,021:	[1;34m[Coach] >>> TEST  @Epoch: 31   >>> [0m
2023-09-17 08:47:49,559:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.537777 seconds ...[0m
2023-09-17 08:47:49,598:	[1;34m[Coach] >>> TRAIN @Epoch: 32   >>>  || LOSS Avg: 0.17067[0m
2023-09-17 08:47:49,598:	[1;34m[Coach] >>> VALID @Epoch: 32   >>> [0m
2023-09-17 08:47:49,598:	[1;34m[Coach] >>> TEST  @Epoch: 32   >>> [0m
2023-09-17 08:47:53,110:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.511119 seconds ...[0m
2023-09-17 08:47:53,147:	[1;34m[Coach] >>> TRAIN @Epoch: 33   >>>  || LOSS Avg: 0.16672[0m
2023-09-17 08:47:53,147:	[1;34m[Coach] >>> VALID @Epoch: 33   >>> [0m
2023-09-17 08:47:53,147:	[1;34m[Coach] >>> TEST  @Epoch: 33   >>> [0m
2023-09-17 08:47:56,731:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.582874 seconds ...[0m
2023-09-17 08:47:56,769:	[1;34m[Coach] >>> TRAIN @Epoch: 34   >>>  || LOSS Avg: 0.16402[0m
2023-09-17 08:47:56,769:	[1;34m[Coach] >>> VALID @Epoch: 34   >>> [0m
2023-09-17 08:47:56,769:	[1;34m[Coach] >>> TEST  @Epoch: 34   >>> [0m
2023-09-17 08:48:00,343:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.573177 seconds ...[0m
2023-09-17 08:48:02,444:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.056425 seconds ...[0m
2023-09-17 08:48:02,445:	[1;34m[Coach] >>> TRAIN @Epoch: 35   >>>  || LOSS Avg: 0.16173[0m
2023-09-17 08:48:02,445:	[1;34m[Coach] >>> VALID @Epoch: 35   >>>  || HITRATE@1 Avg: 0.0051 || HITRATE@5 Avg: 0.0264 || HITRATE@10 Avg: 0.0447 || NDCG@5 Avg: 0.0158 || NDCG@10 Avg: 0.0217[0m
2023-09-17 08:48:02,445:	[1;34m[Coach] >>> TEST  @Epoch: 35   >>> [0m
2023-09-17 08:48:06,061:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.615777 seconds ...[0m
2023-09-17 08:48:06,114:	[1;34m[Coach] >>> TRAIN @Epoch: 36   >>>  || LOSS Avg: 0.16203[0m
2023-09-17 08:48:06,114:	[1;34m[Coach] >>> VALID @Epoch: 36   >>> [0m
2023-09-17 08:48:06,114:	[1;34m[Coach] >>> TEST  @Epoch: 36   >>> [0m
2023-09-17 08:48:09,886:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.771240 seconds ...[0m
2023-09-17 08:48:09,935:	[1;34m[Coach] >>> TRAIN @Epoch: 37   >>>  || LOSS Avg: 0.15995[0m
2023-09-17 08:48:09,935:	[1;34m[Coach] >>> VALID @Epoch: 37   >>> [0m
2023-09-17 08:48:09,935:	[1;34m[Coach] >>> TEST  @Epoch: 37   >>> [0m
2023-09-17 08:48:13,386:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.451258 seconds ...[0m
2023-09-17 08:48:13,427:	[1;34m[Coach] >>> TRAIN @Epoch: 38   >>>  || LOSS Avg: 0.15665[0m
2023-09-17 08:48:13,427:	[1;34m[Coach] >>> VALID @Epoch: 38   >>> [0m
2023-09-17 08:48:13,427:	[1;34m[Coach] >>> TEST  @Epoch: 38   >>> [0m
2023-09-17 08:48:17,293:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.865501 seconds ...[0m
2023-09-17 08:48:17,337:	[1;34m[Coach] >>> TRAIN @Epoch: 39   >>>  || LOSS Avg: 0.15648[0m
2023-09-17 08:48:17,337:	[1;34m[Coach] >>> VALID @Epoch: 39   >>> [0m
2023-09-17 08:48:17,337:	[1;34m[Coach] >>> TEST  @Epoch: 39   >>> [0m
2023-09-17 08:48:20,835:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.497648 seconds ...[0m
2023-09-17 08:48:22,926:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.051303 seconds ...[0m
2023-09-17 08:48:22,927:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0246*** [0m
2023-09-17 08:48:22,941:	[1;34m[Coach] >>> TRAIN @Epoch: 40   >>>  || LOSS Avg: 0.15513[0m
2023-09-17 08:48:22,941:	[1;34m[Coach] >>> VALID @Epoch: 40   >>>  || HITRATE@1 Avg: 0.0078 || HITRATE@5 Avg: 0.0289 || HITRATE@10 Avg: 0.0487 || NDCG@5 Avg: 0.0183 || NDCG@10 Avg: 0.0246[0m
2023-09-17 08:48:22,941:	[1;34m[Coach] >>> TEST  @Epoch: 40   >>> [0m
2023-09-17 08:48:26,658:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.717191 seconds ...[0m
2023-09-17 08:48:26,703:	[1;34m[Coach] >>> TRAIN @Epoch: 41   >>>  || LOSS Avg: 0.15164[0m
2023-09-17 08:48:26,704:	[1;34m[Coach] >>> VALID @Epoch: 41   >>> [0m
2023-09-17 08:48:26,704:	[1;34m[Coach] >>> TEST  @Epoch: 41   >>> [0m
2023-09-17 08:48:30,332:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.627585 seconds ...[0m
2023-09-17 08:48:30,376:	[1;34m[Coach] >>> TRAIN @Epoch: 42   >>>  || LOSS Avg: 0.15287[0m
2023-09-17 08:48:30,376:	[1;34m[Coach] >>> VALID @Epoch: 42   >>> [0m
2023-09-17 08:48:30,376:	[1;34m[Coach] >>> TEST  @Epoch: 42   >>> [0m
2023-09-17 08:48:34,106:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.729719 seconds ...[0m
2023-09-17 08:48:34,149:	[1;34m[Coach] >>> TRAIN @Epoch: 43   >>>  || LOSS Avg: 0.15223[0m
2023-09-17 08:48:34,150:	[1;34m[Coach] >>> VALID @Epoch: 43   >>> [0m
2023-09-17 08:48:34,150:	[1;34m[Coach] >>> TEST  @Epoch: 43   >>> [0m
2023-09-17 08:48:37,713:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.562817 seconds ...[0m
2023-09-17 08:48:37,752:	[1;34m[Coach] >>> TRAIN @Epoch: 44   >>>  || LOSS Avg: 0.14844[0m
2023-09-17 08:48:37,752:	[1;34m[Coach] >>> VALID @Epoch: 44   >>> [0m
2023-09-17 08:48:37,752:	[1;34m[Coach] >>> TEST  @Epoch: 44   >>> [0m
2023-09-17 08:48:41,503:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.750250 seconds ...[0m
2023-09-17 08:48:43,617:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.073913 seconds ...[0m
2023-09-17 08:48:43,617:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0249*** [0m
2023-09-17 08:48:43,629:	[1;34m[Coach] >>> TRAIN @Epoch: 45   >>>  || LOSS Avg: 0.14970[0m
2023-09-17 08:48:43,629:	[1;34m[Coach] >>> VALID @Epoch: 45   >>>  || HITRATE@1 Avg: 0.0076 || HITRATE@5 Avg: 0.0294 || HITRATE@10 Avg: 0.0499 || NDCG@5 Avg: 0.0184 || NDCG@10 Avg: 0.0249[0m
2023-09-17 08:48:43,630:	[1;34m[Coach] >>> TEST  @Epoch: 45   >>> [0m
2023-09-17 08:48:47,123:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.493123 seconds ...[0m
2023-09-17 08:48:47,172:	[1;34m[Coach] >>> TRAIN @Epoch: 46   >>>  || LOSS Avg: 0.14556[0m
2023-09-17 08:48:47,172:	[1;34m[Coach] >>> VALID @Epoch: 46   >>> [0m
2023-09-17 08:48:47,172:	[1;34m[Coach] >>> TEST  @Epoch: 46   >>> [0m
2023-09-17 08:48:50,691:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.518519 seconds ...[0m
2023-09-17 08:48:50,732:	[1;34m[Coach] >>> TRAIN @Epoch: 47   >>>  || LOSS Avg: 0.14478[0m
2023-09-17 08:48:50,732:	[1;34m[Coach] >>> VALID @Epoch: 47   >>> [0m
2023-09-17 08:48:50,732:	[1;34m[Coach] >>> TEST  @Epoch: 47   >>> [0m
2023-09-17 08:48:54,464:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.731355 seconds ...[0m
2023-09-17 08:48:54,508:	[1;34m[Coach] >>> TRAIN @Epoch: 48   >>>  || LOSS Avg: 0.14344[0m
2023-09-17 08:48:54,508:	[1;34m[Coach] >>> VALID @Epoch: 48   >>> [0m
2023-09-17 08:48:54,508:	[1;34m[Coach] >>> TEST  @Epoch: 48   >>> [0m
2023-09-17 08:48:57,902:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.393391 seconds ...[0m
2023-09-17 08:48:57,949:	[1;34m[Coach] >>> TRAIN @Epoch: 49   >>>  || LOSS Avg: 0.14346[0m
2023-09-17 08:48:57,949:	[1;34m[Coach] >>> VALID @Epoch: 49   >>> [0m
2023-09-17 08:48:57,949:	[1;34m[Coach] >>> TEST  @Epoch: 49   >>> [0m
2023-09-17 08:49:01,362:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.412780 seconds ...[0m
2023-09-17 08:49:03,493:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.090295 seconds ...[0m
2023-09-17 08:49:03,494:	[1;34m[Coach] >>> TRAIN @Epoch: 50   >>>  || LOSS Avg: 0.14192[0m
2023-09-17 08:49:03,494:	[1;34m[Coach] >>> VALID @Epoch: 50   >>>  || HITRATE@1 Avg: 0.0068 || HITRATE@5 Avg: 0.0280 || HITRATE@10 Avg: 0.0481 || NDCG@5 Avg: 0.0171 || NDCG@10 Avg: 0.0235[0m
2023-09-17 08:49:03,494:	[1;34m[Coach] >>> TEST  @Epoch: 50   >>> [0m
2023-09-17 08:49:07,193:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.698481 seconds ...[0m
2023-09-17 08:49:07,230:	[1;34m[Coach] >>> TRAIN @Epoch: 51   >>>  || LOSS Avg: 0.14195[0m
2023-09-17 08:49:07,230:	[1;34m[Coach] >>> VALID @Epoch: 51   >>> [0m
2023-09-17 08:49:07,230:	[1;34m[Coach] >>> TEST  @Epoch: 51   >>> [0m
2023-09-17 08:49:10,598:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.367201 seconds ...[0m
2023-09-17 08:49:10,641:	[1;34m[Coach] >>> TRAIN @Epoch: 52   >>>  || LOSS Avg: 0.13929[0m
2023-09-17 08:49:10,641:	[1;34m[Coach] >>> VALID @Epoch: 52   >>> [0m
2023-09-17 08:49:10,641:	[1;34m[Coach] >>> TEST  @Epoch: 52   >>> [0m
2023-09-17 08:49:14,070:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.428087 seconds ...[0m
2023-09-17 08:49:14,110:	[1;34m[Coach] >>> TRAIN @Epoch: 53   >>>  || LOSS Avg: 0.13895[0m
2023-09-17 08:49:14,110:	[1;34m[Coach] >>> VALID @Epoch: 53   >>> [0m
2023-09-17 08:49:14,110:	[1;34m[Coach] >>> TEST  @Epoch: 53   >>> [0m
2023-09-17 08:49:17,624:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.513179 seconds ...[0m
2023-09-17 08:49:17,666:	[1;34m[Coach] >>> TRAIN @Epoch: 54   >>>  || LOSS Avg: 0.13856[0m
2023-09-17 08:49:17,666:	[1;34m[Coach] >>> VALID @Epoch: 54   >>> [0m
2023-09-17 08:49:17,666:	[1;34m[Coach] >>> TEST  @Epoch: 54   >>> [0m
2023-09-17 08:49:21,031:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.364743 seconds ...[0m
2023-09-17 08:49:23,132:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.060551 seconds ...[0m
2023-09-17 08:49:23,132:	[1;34m[Coach] >>> TRAIN @Epoch: 55   >>>  || LOSS Avg: 0.13641[0m
2023-09-17 08:49:23,132:	[1;34m[Coach] >>> VALID @Epoch: 55   >>>  || HITRATE@1 Avg: 0.0072 || HITRATE@5 Avg: 0.0286 || HITRATE@10 Avg: 0.0499 || NDCG@5 Avg: 0.0177 || NDCG@10 Avg: 0.0246[0m
2023-09-17 08:49:23,132:	[1;34m[Coach] >>> TEST  @Epoch: 55   >>> [0m
2023-09-17 08:49:26,459:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.326260 seconds ...[0m
2023-09-17 08:49:26,499:	[1;34m[Coach] >>> TRAIN @Epoch: 56   >>>  || LOSS Avg: 0.13856[0m
2023-09-17 08:49:26,499:	[1;34m[Coach] >>> VALID @Epoch: 56   >>> [0m
2023-09-17 08:49:26,499:	[1;34m[Coach] >>> TEST  @Epoch: 56   >>> [0m
2023-09-17 08:49:29,896:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.396143 seconds ...[0m
2023-09-17 08:49:29,937:	[1;34m[Coach] >>> TRAIN @Epoch: 57   >>>  || LOSS Avg: 0.13578[0m
2023-09-17 08:49:29,937:	[1;34m[Coach] >>> VALID @Epoch: 57   >>> [0m
2023-09-17 08:49:29,937:	[1;34m[Coach] >>> TEST  @Epoch: 57   >>> [0m
2023-09-17 08:49:33,401:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.463219 seconds ...[0m
2023-09-17 08:49:33,441:	[1;34m[Coach] >>> TRAIN @Epoch: 58   >>>  || LOSS Avg: 0.13477[0m
2023-09-17 08:49:33,441:	[1;34m[Coach] >>> VALID @Epoch: 58   >>> [0m
2023-09-17 08:49:33,441:	[1;34m[Coach] >>> TEST  @Epoch: 58   >>> [0m
2023-09-17 08:49:37,155:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.713936 seconds ...[0m
2023-09-17 08:49:37,196:	[1;34m[Coach] >>> TRAIN @Epoch: 59   >>>  || LOSS Avg: 0.13358[0m
2023-09-17 08:49:37,197:	[1;34m[Coach] >>> VALID @Epoch: 59   >>> [0m
2023-09-17 08:49:37,197:	[1;34m[Coach] >>> TEST  @Epoch: 59   >>> [0m
2023-09-17 08:49:40,839:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.642190 seconds ...[0m
2023-09-17 08:49:42,824:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.945151 seconds ...[0m
2023-09-17 08:49:42,824:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0286*** [0m
2023-09-17 08:49:42,835:	[1;34m[Coach] >>> TRAIN @Epoch: 60   >>>  || LOSS Avg: 0.13354[0m
2023-09-17 08:49:42,835:	[1;34m[Coach] >>> VALID @Epoch: 60   >>>  || HITRATE@1 Avg: 0.0089 || HITRATE@5 Avg: 0.0327 || HITRATE@10 Avg: 0.0564 || NDCG@5 Avg: 0.0209 || NDCG@10 Avg: 0.0286[0m
2023-09-17 08:49:42,835:	[1;34m[Coach] >>> TEST  @Epoch: 60   >>> [0m
2023-09-17 08:49:46,205:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.369309 seconds ...[0m
2023-09-17 08:49:46,243:	[1;34m[Coach] >>> TRAIN @Epoch: 61   >>>  || LOSS Avg: 0.13140[0m
2023-09-17 08:49:46,243:	[1;34m[Coach] >>> VALID @Epoch: 61   >>> [0m
2023-09-17 08:49:46,243:	[1;34m[Coach] >>> TEST  @Epoch: 61   >>> [0m
2023-09-17 08:49:49,994:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.750140 seconds ...[0m
2023-09-17 08:49:50,034:	[1;34m[Coach] >>> TRAIN @Epoch: 62   >>>  || LOSS Avg: 0.13195[0m
2023-09-17 08:49:50,035:	[1;34m[Coach] >>> VALID @Epoch: 62   >>> [0m
2023-09-17 08:49:50,035:	[1;34m[Coach] >>> TEST  @Epoch: 62   >>> [0m
2023-09-17 08:49:53,386:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.350919 seconds ...[0m
2023-09-17 08:49:53,429:	[1;34m[Coach] >>> TRAIN @Epoch: 63   >>>  || LOSS Avg: 0.13115[0m
2023-09-17 08:49:53,429:	[1;34m[Coach] >>> VALID @Epoch: 63   >>> [0m
2023-09-17 08:49:53,429:	[1;34m[Coach] >>> TEST  @Epoch: 63   >>> [0m
2023-09-17 08:49:57,006:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.576519 seconds ...[0m
2023-09-17 08:49:57,047:	[1;34m[Coach] >>> TRAIN @Epoch: 64   >>>  || LOSS Avg: 0.13080[0m
2023-09-17 08:49:57,047:	[1;34m[Coach] >>> VALID @Epoch: 64   >>> [0m
2023-09-17 08:49:57,047:	[1;34m[Coach] >>> TEST  @Epoch: 64   >>> [0m
2023-09-17 08:50:00,578:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.530874 seconds ...[0m
2023-09-17 08:50:02,623:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.004687 seconds ...[0m
2023-09-17 08:50:02,623:	[1;34m[Coach] >>> TRAIN @Epoch: 65   >>>  || LOSS Avg: 0.12839[0m
2023-09-17 08:50:02,624:	[1;34m[Coach] >>> VALID @Epoch: 65   >>>  || HITRATE@1 Avg: 0.0085 || HITRATE@5 Avg: 0.0323 || HITRATE@10 Avg: 0.0540 || NDCG@5 Avg: 0.0205 || NDCG@10 Avg: 0.0275[0m
2023-09-17 08:50:02,624:	[1;34m[Coach] >>> TEST  @Epoch: 65   >>> [0m
2023-09-17 08:50:06,316:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.692011 seconds ...[0m
2023-09-17 08:50:06,356:	[1;34m[Coach] >>> TRAIN @Epoch: 66   >>>  || LOSS Avg: 0.12825[0m
2023-09-17 08:50:06,356:	[1;34m[Coach] >>> VALID @Epoch: 66   >>> [0m
2023-09-17 08:50:06,356:	[1;34m[Coach] >>> TEST  @Epoch: 66   >>> [0m
2023-09-17 08:50:10,209:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.852416 seconds ...[0m
2023-09-17 08:50:10,260:	[1;34m[Coach] >>> TRAIN @Epoch: 67   >>>  || LOSS Avg: 0.12814[0m
2023-09-17 08:50:10,260:	[1;34m[Coach] >>> VALID @Epoch: 67   >>> [0m
2023-09-17 08:50:10,260:	[1;34m[Coach] >>> TEST  @Epoch: 67   >>> [0m
2023-09-17 08:50:14,054:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.793623 seconds ...[0m
2023-09-17 08:50:14,095:	[1;34m[Coach] >>> TRAIN @Epoch: 68   >>>  || LOSS Avg: 0.12602[0m
2023-09-17 08:50:14,096:	[1;34m[Coach] >>> VALID @Epoch: 68   >>> [0m
2023-09-17 08:50:14,096:	[1;34m[Coach] >>> TEST  @Epoch: 68   >>> [0m
2023-09-17 08:50:17,585:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.489054 seconds ...[0m
2023-09-17 08:50:17,623:	[1;34m[Coach] >>> TRAIN @Epoch: 69   >>>  || LOSS Avg: 0.12569[0m
2023-09-17 08:50:17,623:	[1;34m[Coach] >>> VALID @Epoch: 69   >>> [0m
2023-09-17 08:50:17,623:	[1;34m[Coach] >>> TEST  @Epoch: 69   >>> [0m
2023-09-17 08:50:21,358:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.734251 seconds ...[0m
2023-09-17 08:50:23,378:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.976824 seconds ...[0m
2023-09-17 08:50:23,378:	[1;34m[Coach] >>> TRAIN @Epoch: 70   >>>  || LOSS Avg: 0.12647[0m
2023-09-17 08:50:23,379:	[1;34m[Coach] >>> VALID @Epoch: 70   >>>  || HITRATE@1 Avg: 0.0079 || HITRATE@5 Avg: 0.0327 || HITRATE@10 Avg: 0.0535 || NDCG@5 Avg: 0.0203 || NDCG@10 Avg: 0.0269[0m
2023-09-17 08:50:23,379:	[1;34m[Coach] >>> TEST  @Epoch: 70   >>> [0m
2023-09-17 08:50:27,091:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.712220 seconds ...[0m
2023-09-17 08:50:27,147:	[1;34m[Coach] >>> TRAIN @Epoch: 71   >>>  || LOSS Avg: 0.12597[0m
2023-09-17 08:50:27,147:	[1;34m[Coach] >>> VALID @Epoch: 71   >>> [0m
2023-09-17 08:50:27,147:	[1;34m[Coach] >>> TEST  @Epoch: 71   >>> [0m
2023-09-17 08:50:30,890:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.742452 seconds ...[0m
2023-09-17 08:50:30,932:	[1;34m[Coach] >>> TRAIN @Epoch: 72   >>>  || LOSS Avg: 0.12489[0m
2023-09-17 08:50:30,932:	[1;34m[Coach] >>> VALID @Epoch: 72   >>> [0m
2023-09-17 08:50:30,932:	[1;34m[Coach] >>> TEST  @Epoch: 72   >>> [0m
2023-09-17 08:50:34,714:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.781484 seconds ...[0m
2023-09-17 08:50:34,756:	[1;34m[Coach] >>> TRAIN @Epoch: 73   >>>  || LOSS Avg: 0.12371[0m
2023-09-17 08:50:34,756:	[1;34m[Coach] >>> VALID @Epoch: 73   >>> [0m
2023-09-17 08:50:34,756:	[1;34m[Coach] >>> TEST  @Epoch: 73   >>> [0m
2023-09-17 08:50:38,380:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.623085 seconds ...[0m
2023-09-17 08:50:38,424:	[1;34m[Coach] >>> TRAIN @Epoch: 74   >>>  || LOSS Avg: 0.12441[0m
2023-09-17 08:50:38,424:	[1;34m[Coach] >>> VALID @Epoch: 74   >>> [0m
2023-09-17 08:50:38,425:	[1;34m[Coach] >>> TEST  @Epoch: 74   >>> [0m
2023-09-17 08:50:42,058:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.632785 seconds ...[0m
2023-09-17 08:50:44,082:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.984250 seconds ...[0m
2023-09-17 08:50:44,082:	[1;34m[Coach] >>> TRAIN @Epoch: 75   >>>  || LOSS Avg: 0.12481[0m
2023-09-17 08:50:44,083:	[1;34m[Coach] >>> VALID @Epoch: 75   >>>  || HITRATE@1 Avg: 0.0077 || HITRATE@5 Avg: 0.0330 || HITRATE@10 Avg: 0.0548 || NDCG@5 Avg: 0.0204 || NDCG@10 Avg: 0.0274[0m
2023-09-17 08:50:44,083:	[1;34m[Coach] >>> TEST  @Epoch: 75   >>> [0m
2023-09-17 08:50:48,028:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.945525 seconds ...[0m
2023-09-17 08:50:48,088:	[1;34m[Coach] >>> TRAIN @Epoch: 76   >>>  || LOSS Avg: 0.12287[0m
2023-09-17 08:50:48,088:	[1;34m[Coach] >>> VALID @Epoch: 76   >>> [0m
2023-09-17 08:50:48,088:	[1;34m[Coach] >>> TEST  @Epoch: 76   >>> [0m
2023-09-17 08:50:51,537:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.448561 seconds ...[0m
2023-09-17 08:50:51,575:	[1;34m[Coach] >>> TRAIN @Epoch: 77   >>>  || LOSS Avg: 0.12286[0m
2023-09-17 08:50:51,575:	[1;34m[Coach] >>> VALID @Epoch: 77   >>> [0m
2023-09-17 08:50:51,575:	[1;34m[Coach] >>> TEST  @Epoch: 77   >>> [0m
2023-09-17 08:50:55,234:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.658403 seconds ...[0m
2023-09-17 08:50:55,275:	[1;34m[Coach] >>> TRAIN @Epoch: 78   >>>  || LOSS Avg: 0.12282[0m
2023-09-17 08:50:55,275:	[1;34m[Coach] >>> VALID @Epoch: 78   >>> [0m
2023-09-17 08:50:55,275:	[1;34m[Coach] >>> TEST  @Epoch: 78   >>> [0m
2023-09-17 08:50:58,665:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.389656 seconds ...[0m
2023-09-17 08:50:58,707:	[1;34m[Coach] >>> TRAIN @Epoch: 79   >>>  || LOSS Avg: 0.12132[0m
2023-09-17 08:50:58,707:	[1;34m[Coach] >>> VALID @Epoch: 79   >>> [0m
2023-09-17 08:50:58,707:	[1;34m[Coach] >>> TEST  @Epoch: 79   >>> [0m
2023-09-17 08:51:02,543:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.835634 seconds ...[0m
2023-09-17 08:51:04,641:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.053423 seconds ...[0m
2023-09-17 08:51:04,642:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0293*** [0m
2023-09-17 08:51:04,654:	[1;34m[Coach] >>> TRAIN @Epoch: 80   >>>  || LOSS Avg: 0.12059[0m
2023-09-17 08:51:04,654:	[1;34m[Coach] >>> VALID @Epoch: 80   >>>  || HITRATE@1 Avg: 0.0089 || HITRATE@5 Avg: 0.0351 || HITRATE@10 Avg: 0.0576 || NDCG@5 Avg: 0.0220 || NDCG@10 Avg: 0.0293[0m
2023-09-17 08:51:04,654:	[1;34m[Coach] >>> TEST  @Epoch: 80   >>> [0m
2023-09-17 08:51:08,240:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.586051 seconds ...[0m
2023-09-17 08:51:08,282:	[1;34m[Coach] >>> TRAIN @Epoch: 81   >>>  || LOSS Avg: 0.11973[0m
2023-09-17 08:51:08,282:	[1;34m[Coach] >>> VALID @Epoch: 81   >>> [0m
2023-09-17 08:51:08,282:	[1;34m[Coach] >>> TEST  @Epoch: 81   >>> [0m
2023-09-17 08:51:12,259:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.976302 seconds ...[0m
2023-09-17 08:51:12,307:	[1;34m[Coach] >>> TRAIN @Epoch: 82   >>>  || LOSS Avg: 0.11994[0m
2023-09-17 08:51:12,307:	[1;34m[Coach] >>> VALID @Epoch: 82   >>> [0m
2023-09-17 08:51:12,307:	[1;34m[Coach] >>> TEST  @Epoch: 82   >>> [0m
2023-09-17 08:51:15,988:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.680152 seconds ...[0m
2023-09-17 08:51:16,030:	[1;34m[Coach] >>> TRAIN @Epoch: 83   >>>  || LOSS Avg: 0.11954[0m
2023-09-17 08:51:16,030:	[1;34m[Coach] >>> VALID @Epoch: 83   >>> [0m
2023-09-17 08:51:16,030:	[1;34m[Coach] >>> TEST  @Epoch: 83   >>> [0m
2023-09-17 08:51:19,572:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.541319 seconds ...[0m
2023-09-17 08:51:19,623:	[1;34m[Coach] >>> TRAIN @Epoch: 84   >>>  || LOSS Avg: 0.11760[0m
2023-09-17 08:51:19,623:	[1;34m[Coach] >>> VALID @Epoch: 84   >>> [0m
2023-09-17 08:51:19,623:	[1;34m[Coach] >>> TEST  @Epoch: 84   >>> [0m
2023-09-17 08:51:23,344:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.720590 seconds ...[0m
2023-09-17 08:51:25,461:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.074972 seconds ...[0m
2023-09-17 08:51:25,462:	[1;34m[Coach] >>> TRAIN @Epoch: 85   >>>  || LOSS Avg: 0.11960[0m
2023-09-17 08:51:25,462:	[1;34m[Coach] >>> VALID @Epoch: 85   >>>  || HITRATE@1 Avg: 0.0082 || HITRATE@5 Avg: 0.0334 || HITRATE@10 Avg: 0.0576 || NDCG@5 Avg: 0.0208 || NDCG@10 Avg: 0.0286[0m
2023-09-17 08:51:25,462:	[1;34m[Coach] >>> TEST  @Epoch: 85   >>> [0m
2023-09-17 08:51:29,139:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.677423 seconds ...[0m
2023-09-17 08:51:29,182:	[1;34m[Coach] >>> TRAIN @Epoch: 86   >>>  || LOSS Avg: 0.11768[0m
2023-09-17 08:51:29,182:	[1;34m[Coach] >>> VALID @Epoch: 86   >>> [0m
2023-09-17 08:51:29,182:	[1;34m[Coach] >>> TEST  @Epoch: 86   >>> [0m
2023-09-17 08:51:33,130:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.947845 seconds ...[0m
2023-09-17 08:51:33,184:	[1;34m[Coach] >>> TRAIN @Epoch: 87   >>>  || LOSS Avg: 0.11757[0m
2023-09-17 08:51:33,184:	[1;34m[Coach] >>> VALID @Epoch: 87   >>> [0m
2023-09-17 08:51:33,184:	[1;34m[Coach] >>> TEST  @Epoch: 87   >>> [0m
2023-09-17 08:51:36,695:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.510142 seconds ...[0m
2023-09-17 08:51:36,741:	[1;34m[Coach] >>> TRAIN @Epoch: 88   >>>  || LOSS Avg: 0.11771[0m
2023-09-17 08:51:36,741:	[1;34m[Coach] >>> VALID @Epoch: 88   >>> [0m
2023-09-17 08:51:36,741:	[1;34m[Coach] >>> TEST  @Epoch: 88   >>> [0m
2023-09-17 08:51:40,370:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.627768 seconds ...[0m
2023-09-17 08:51:40,419:	[1;34m[Coach] >>> TRAIN @Epoch: 89   >>>  || LOSS Avg: 0.11710[0m
2023-09-17 08:51:40,420:	[1;34m[Coach] >>> VALID @Epoch: 89   >>> [0m
2023-09-17 08:51:40,420:	[1;34m[Coach] >>> TEST  @Epoch: 89   >>> [0m
2023-09-17 08:51:44,292:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.871336 seconds ...[0m
2023-09-17 08:51:46,425:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.088453 seconds ...[0m
2023-09-17 08:51:46,426:	[1;34m[Coach] >>> TRAIN @Epoch: 90   >>>  || LOSS Avg: 0.11608[0m
2023-09-17 08:51:46,426:	[1;34m[Coach] >>> VALID @Epoch: 90   >>>  || HITRATE@1 Avg: 0.0070 || HITRATE@5 Avg: 0.0344 || HITRATE@10 Avg: 0.0583 || NDCG@5 Avg: 0.0207 || NDCG@10 Avg: 0.0284[0m
2023-09-17 08:51:46,426:	[1;34m[Coach] >>> TEST  @Epoch: 90   >>> [0m
2023-09-17 08:51:50,071:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.644725 seconds ...[0m
2023-09-17 08:51:50,118:	[1;34m[Coach] >>> TRAIN @Epoch: 91   >>>  || LOSS Avg: 0.11552[0m
2023-09-17 08:51:50,118:	[1;34m[Coach] >>> VALID @Epoch: 91   >>> [0m
2023-09-17 08:51:50,118:	[1;34m[Coach] >>> TEST  @Epoch: 91   >>> [0m
2023-09-17 08:51:53,558:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.439903 seconds ...[0m
2023-09-17 08:51:53,612:	[1;34m[Coach] >>> TRAIN @Epoch: 92   >>>  || LOSS Avg: 0.11544[0m
2023-09-17 08:51:53,612:	[1;34m[Coach] >>> VALID @Epoch: 92   >>> [0m
2023-09-17 08:51:53,612:	[1;34m[Coach] >>> TEST  @Epoch: 92   >>> [0m
2023-09-17 08:51:57,289:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.676942 seconds ...[0m
2023-09-17 08:51:57,340:	[1;34m[Coach] >>> TRAIN @Epoch: 93   >>>  || LOSS Avg: 0.11386[0m
2023-09-17 08:51:57,340:	[1;34m[Coach] >>> VALID @Epoch: 93   >>> [0m
2023-09-17 08:51:57,340:	[1;34m[Coach] >>> TEST  @Epoch: 93   >>> [0m
2023-09-17 08:52:01,148:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.807777 seconds ...[0m
2023-09-17 08:52:01,195:	[1;34m[Coach] >>> TRAIN @Epoch: 94   >>>  || LOSS Avg: 0.11428[0m
2023-09-17 08:52:01,195:	[1;34m[Coach] >>> VALID @Epoch: 94   >>> [0m
2023-09-17 08:52:01,195:	[1;34m[Coach] >>> TEST  @Epoch: 94   >>> [0m
2023-09-17 08:52:04,729:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.533809 seconds ...[0m
2023-09-17 08:52:06,838:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.068705 seconds ...[0m
2023-09-17 08:52:06,839:	[1;34m[Coach] >>> TRAIN @Epoch: 95   >>>  || LOSS Avg: 0.11524[0m
2023-09-17 08:52:06,839:	[1;34m[Coach] >>> VALID @Epoch: 95   >>>  || HITRATE@1 Avg: 0.0077 || HITRATE@5 Avg: 0.0341 || HITRATE@10 Avg: 0.0545 || NDCG@5 Avg: 0.0209 || NDCG@10 Avg: 0.0274[0m
2023-09-17 08:52:06,839:	[1;34m[Coach] >>> TEST  @Epoch: 95   >>> [0m
2023-09-17 08:52:10,424:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.584198 seconds ...[0m
2023-09-17 08:52:10,465:	[1;34m[Coach] >>> TRAIN @Epoch: 96   >>>  || LOSS Avg: 0.11270[0m
2023-09-17 08:52:10,465:	[1;34m[Coach] >>> VALID @Epoch: 96   >>> [0m
2023-09-17 08:52:10,465:	[1;34m[Coach] >>> TEST  @Epoch: 96   >>> [0m
2023-09-17 08:52:13,912:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.446291 seconds ...[0m
2023-09-17 08:52:13,953:	[1;34m[Coach] >>> TRAIN @Epoch: 97   >>>  || LOSS Avg: 0.11294[0m
2023-09-17 08:52:13,953:	[1;34m[Coach] >>> VALID @Epoch: 97   >>> [0m
2023-09-17 08:52:13,953:	[1;34m[Coach] >>> TEST  @Epoch: 97   >>> [0m
2023-09-17 08:52:17,465:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.512236 seconds ...[0m
2023-09-17 08:52:17,719:	[1;34m[Coach] >>> TRAIN @Epoch: 98   >>>  || LOSS Avg: 0.11322[0m
2023-09-17 08:52:17,720:	[1;34m[Coach] >>> VALID @Epoch: 98   >>> [0m
2023-09-17 08:52:17,720:	[1;34m[Coach] >>> TEST  @Epoch: 98   >>> [0m
2023-09-17 08:52:21,124:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.404037 seconds ...[0m
2023-09-17 08:52:21,178:	[1;34m[Coach] >>> TRAIN @Epoch: 99   >>>  || LOSS Avg: 0.11004[0m
2023-09-17 08:52:21,178:	[1;34m[Coach] >>> VALID @Epoch: 99   >>> [0m
2023-09-17 08:52:21,178:	[1;34m[Coach] >>> TEST  @Epoch: 99   >>> [0m
2023-09-17 08:52:24,815:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.635998 seconds ...[0m
2023-09-17 08:52:26,886:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.030668 seconds ...[0m
2023-09-17 08:52:26,887:	[1;34m[Coach] >>> TRAIN @Epoch: 100  >>>  || LOSS Avg: 0.11289[0m
2023-09-17 08:52:26,887:	[1;34m[Coach] >>> VALID @Epoch: 100  >>>  || HITRATE@1 Avg: 0.0089 || HITRATE@5 Avg: 0.0349 || HITRATE@10 Avg: 0.0579 || NDCG@5 Avg: 0.0219 || NDCG@10 Avg: 0.0292[0m
2023-09-17 08:52:26,887:	[1;34m[Coach] >>> TEST  @Epoch: 100  >>> [0m
2023-09-17 08:52:30,443:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.555658 seconds ...[0m
2023-09-17 08:52:30,481:	[1;34m[Coach] >>> TRAIN @Epoch: 101  >>>  || LOSS Avg: 0.11220[0m
2023-09-17 08:52:30,481:	[1;34m[Coach] >>> VALID @Epoch: 101  >>> [0m
2023-09-17 08:52:30,482:	[1;34m[Coach] >>> TEST  @Epoch: 101  >>> [0m
2023-09-17 08:52:33,849:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.367290 seconds ...[0m
2023-09-17 08:52:33,887:	[1;34m[Coach] >>> TRAIN @Epoch: 102  >>>  || LOSS Avg: 0.11106[0m
2023-09-17 08:52:33,887:	[1;34m[Coach] >>> VALID @Epoch: 102  >>> [0m
2023-09-17 08:52:33,888:	[1;34m[Coach] >>> TEST  @Epoch: 102  >>> [0m
2023-09-17 08:52:37,633:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.745591 seconds ...[0m
2023-09-17 08:52:37,680:	[1;34m[Coach] >>> TRAIN @Epoch: 103  >>>  || LOSS Avg: 0.11145[0m
2023-09-17 08:52:37,680:	[1;34m[Coach] >>> VALID @Epoch: 103  >>> [0m
2023-09-17 08:52:37,680:	[1;34m[Coach] >>> TEST  @Epoch: 103  >>> [0m
2023-09-17 08:52:41,128:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.448116 seconds ...[0m
2023-09-17 08:52:41,171:	[1;34m[Coach] >>> TRAIN @Epoch: 104  >>>  || LOSS Avg: 0.11073[0m
2023-09-17 08:52:41,171:	[1;34m[Coach] >>> VALID @Epoch: 104  >>> [0m
2023-09-17 08:52:41,171:	[1;34m[Coach] >>> TEST  @Epoch: 104  >>> [0m
2023-09-17 08:52:44,841:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.669292 seconds ...[0m
2023-09-17 08:52:46,923:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.026350 seconds ...[0m
2023-09-17 08:52:46,924:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0298*** [0m
2023-09-17 08:52:46,936:	[1;34m[Coach] >>> TRAIN @Epoch: 105  >>>  || LOSS Avg: 0.10901[0m
2023-09-17 08:52:46,937:	[1;34m[Coach] >>> VALID @Epoch: 105  >>>  || HITRATE@1 Avg: 0.0099 || HITRATE@5 Avg: 0.0353 || HITRATE@10 Avg: 0.0581 || NDCG@5 Avg: 0.0225 || NDCG@10 Avg: 0.0298[0m
2023-09-17 08:52:46,937:	[1;34m[Coach] >>> TEST  @Epoch: 105  >>> [0m
2023-09-17 08:52:50,692:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.754769 seconds ...[0m
2023-09-17 08:52:50,743:	[1;34m[Coach] >>> TRAIN @Epoch: 106  >>>  || LOSS Avg: 0.10964[0m
2023-09-17 08:52:50,743:	[1;34m[Coach] >>> VALID @Epoch: 106  >>> [0m
2023-09-17 08:52:50,744:	[1;34m[Coach] >>> TEST  @Epoch: 106  >>> [0m
2023-09-17 08:52:54,226:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.482141 seconds ...[0m
2023-09-17 08:52:54,270:	[1;34m[Coach] >>> TRAIN @Epoch: 107  >>>  || LOSS Avg: 0.11024[0m
2023-09-17 08:52:54,270:	[1;34m[Coach] >>> VALID @Epoch: 107  >>> [0m
2023-09-17 08:52:54,270:	[1;34m[Coach] >>> TEST  @Epoch: 107  >>> [0m
2023-09-17 08:52:57,727:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.456109 seconds ...[0m
2023-09-17 08:52:57,782:	[1;34m[Coach] >>> TRAIN @Epoch: 108  >>>  || LOSS Avg: 0.11050[0m
2023-09-17 08:52:57,782:	[1;34m[Coach] >>> VALID @Epoch: 108  >>> [0m
2023-09-17 08:52:57,782:	[1;34m[Coach] >>> TEST  @Epoch: 108  >>> [0m
2023-09-17 08:53:01,502:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.719453 seconds ...[0m
2023-09-17 08:53:01,545:	[1;34m[Coach] >>> TRAIN @Epoch: 109  >>>  || LOSS Avg: 0.10911[0m
2023-09-17 08:53:01,545:	[1;34m[Coach] >>> VALID @Epoch: 109  >>> [0m
2023-09-17 08:53:01,545:	[1;34m[Coach] >>> TEST  @Epoch: 109  >>> [0m
2023-09-17 08:53:05,182:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.636732 seconds ...[0m
2023-09-17 08:53:07,235:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.001589 seconds ...[0m
2023-09-17 08:53:07,236:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0303*** [0m
2023-09-17 08:53:07,248:	[1;34m[Coach] >>> TRAIN @Epoch: 110  >>>  || LOSS Avg: 0.11038[0m
2023-09-17 08:53:07,248:	[1;34m[Coach] >>> VALID @Epoch: 110  >>>  || HITRATE@1 Avg: 0.0080 || HITRATE@5 Avg: 0.0374 || HITRATE@10 Avg: 0.0608 || NDCG@5 Avg: 0.0228 || NDCG@10 Avg: 0.0303[0m
2023-09-17 08:53:07,248:	[1;34m[Coach] >>> TEST  @Epoch: 110  >>> [0m
2023-09-17 08:53:11,011:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.763268 seconds ...[0m
2023-09-17 08:53:11,058:	[1;34m[Coach] >>> TRAIN @Epoch: 111  >>>  || LOSS Avg: 0.10945[0m
2023-09-17 08:53:11,058:	[1;34m[Coach] >>> VALID @Epoch: 111  >>> [0m
2023-09-17 08:53:11,058:	[1;34m[Coach] >>> TEST  @Epoch: 111  >>> [0m
2023-09-17 08:53:14,694:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.635797 seconds ...[0m
2023-09-17 08:53:14,747:	[1;34m[Coach] >>> TRAIN @Epoch: 112  >>>  || LOSS Avg: 0.10818[0m
2023-09-17 08:53:14,747:	[1;34m[Coach] >>> VALID @Epoch: 112  >>> [0m
2023-09-17 08:53:14,747:	[1;34m[Coach] >>> TEST  @Epoch: 112  >>> [0m
2023-09-17 08:53:18,257:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.510188 seconds ...[0m
2023-09-17 08:53:18,306:	[1;34m[Coach] >>> TRAIN @Epoch: 113  >>>  || LOSS Avg: 0.11037[0m
2023-09-17 08:53:18,306:	[1;34m[Coach] >>> VALID @Epoch: 113  >>> [0m
2023-09-17 08:53:18,306:	[1;34m[Coach] >>> TEST  @Epoch: 113  >>> [0m
2023-09-17 08:53:21,980:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.673785 seconds ...[0m
2023-09-17 08:53:22,020:	[1;34m[Coach] >>> TRAIN @Epoch: 114  >>>  || LOSS Avg: 0.10935[0m
2023-09-17 08:53:22,020:	[1;34m[Coach] >>> VALID @Epoch: 114  >>> [0m
2023-09-17 08:53:22,020:	[1;34m[Coach] >>> TEST  @Epoch: 114  >>> [0m
2023-09-17 08:53:25,374:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.354171 seconds ...[0m
2023-09-17 08:53:27,502:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.084016 seconds ...[0m
2023-09-17 08:53:27,502:	[1;34m[Coach] >>> TRAIN @Epoch: 115  >>>  || LOSS Avg: 0.10871[0m
2023-09-17 08:53:27,503:	[1;34m[Coach] >>> VALID @Epoch: 115  >>>  || HITRATE@1 Avg: 0.0096 || HITRATE@5 Avg: 0.0343 || HITRATE@10 Avg: 0.0576 || NDCG@5 Avg: 0.0221 || NDCG@10 Avg: 0.0296[0m
2023-09-17 08:53:27,503:	[1;34m[Coach] >>> TEST  @Epoch: 115  >>> [0m
2023-09-17 08:53:31,159:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.656076 seconds ...[0m
2023-09-17 08:53:31,202:	[1;34m[Coach] >>> TRAIN @Epoch: 116  >>>  || LOSS Avg: 0.10733[0m
2023-09-17 08:53:31,202:	[1;34m[Coach] >>> VALID @Epoch: 116  >>> [0m
2023-09-17 08:53:31,202:	[1;34m[Coach] >>> TEST  @Epoch: 116  >>> [0m
2023-09-17 08:53:34,947:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.744430 seconds ...[0m
2023-09-17 08:53:34,988:	[1;34m[Coach] >>> TRAIN @Epoch: 117  >>>  || LOSS Avg: 0.10635[0m
2023-09-17 08:53:34,988:	[1;34m[Coach] >>> VALID @Epoch: 117  >>> [0m
2023-09-17 08:53:34,988:	[1;34m[Coach] >>> TEST  @Epoch: 117  >>> [0m
2023-09-17 08:53:38,443:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.454554 seconds ...[0m
2023-09-17 08:53:38,483:	[1;34m[Coach] >>> TRAIN @Epoch: 118  >>>  || LOSS Avg: 0.10601[0m
2023-09-17 08:53:38,483:	[1;34m[Coach] >>> VALID @Epoch: 118  >>> [0m
2023-09-17 08:53:38,483:	[1;34m[Coach] >>> TEST  @Epoch: 118  >>> [0m
2023-09-17 08:53:42,200:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.715855 seconds ...[0m
2023-09-17 08:53:42,240:	[1;34m[Coach] >>> TRAIN @Epoch: 119  >>>  || LOSS Avg: 0.10667[0m
2023-09-17 08:53:42,240:	[1;34m[Coach] >>> VALID @Epoch: 119  >>> [0m
2023-09-17 08:53:42,240:	[1;34m[Coach] >>> TEST  @Epoch: 119  >>> [0m
2023-09-17 08:53:46,042:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.801524 seconds ...[0m
2023-09-17 08:53:48,065:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.975828 seconds ...[0m
2023-09-17 08:53:48,066:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0312*** [0m
2023-09-17 08:53:48,077:	[1;34m[Coach] >>> TRAIN @Epoch: 120  >>>  || LOSS Avg: 0.10582[0m
2023-09-17 08:53:48,077:	[1;34m[Coach] >>> VALID @Epoch: 120  >>>  || HITRATE@1 Avg: 0.0094 || HITRATE@5 Avg: 0.0378 || HITRATE@10 Avg: 0.0617 || NDCG@5 Avg: 0.0235 || NDCG@10 Avg: 0.0312[0m
2023-09-17 08:53:48,078:	[1;34m[Coach] >>> TEST  @Epoch: 120  >>> [0m
2023-09-17 08:53:51,937:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.858908 seconds ...[0m
2023-09-17 08:53:51,976:	[1;34m[Coach] >>> TRAIN @Epoch: 121  >>>  || LOSS Avg: 0.10769[0m
2023-09-17 08:53:51,976:	[1;34m[Coach] >>> VALID @Epoch: 121  >>> [0m
2023-09-17 08:53:51,976:	[1;34m[Coach] >>> TEST  @Epoch: 121  >>> [0m
2023-09-17 08:53:55,711:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.734738 seconds ...[0m
2023-09-17 08:53:55,759:	[1;34m[Coach] >>> TRAIN @Epoch: 122  >>>  || LOSS Avg: 0.10336[0m
2023-09-17 08:53:55,759:	[1;34m[Coach] >>> VALID @Epoch: 122  >>> [0m
2023-09-17 08:53:55,759:	[1;34m[Coach] >>> TEST  @Epoch: 122  >>> [0m
2023-09-17 08:53:59,296:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.536339 seconds ...[0m
2023-09-17 08:53:59,338:	[1;34m[Coach] >>> TRAIN @Epoch: 123  >>>  || LOSS Avg: 0.10672[0m
2023-09-17 08:53:59,338:	[1;34m[Coach] >>> VALID @Epoch: 123  >>> [0m
2023-09-17 08:53:59,338:	[1;34m[Coach] >>> TEST  @Epoch: 123  >>> [0m
2023-09-17 08:54:02,921:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.582640 seconds ...[0m
2023-09-17 08:54:02,966:	[1;34m[Coach] >>> TRAIN @Epoch: 124  >>>  || LOSS Avg: 0.10508[0m
2023-09-17 08:54:02,966:	[1;34m[Coach] >>> VALID @Epoch: 124  >>> [0m
2023-09-17 08:54:02,966:	[1;34m[Coach] >>> TEST  @Epoch: 124  >>> [0m
2023-09-17 08:54:06,459:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.492421 seconds ...[0m
2023-09-17 08:54:08,578:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.075925 seconds ...[0m
2023-09-17 08:54:08,578:	[1;34m[Coach] >>> TRAIN @Epoch: 125  >>>  || LOSS Avg: 0.10664[0m
2023-09-17 08:54:08,578:	[1;34m[Coach] >>> VALID @Epoch: 125  >>>  || HITRATE@1 Avg: 0.0090 || HITRATE@5 Avg: 0.0360 || HITRATE@10 Avg: 0.0604 || NDCG@5 Avg: 0.0226 || NDCG@10 Avg: 0.0304[0m
2023-09-17 08:54:08,578:	[1;34m[Coach] >>> TEST  @Epoch: 125  >>> [0m
2023-09-17 08:54:12,292:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.713838 seconds ...[0m
2023-09-17 08:54:12,333:	[1;34m[Coach] >>> TRAIN @Epoch: 126  >>>  || LOSS Avg: 0.10486[0m
2023-09-17 08:54:12,333:	[1;34m[Coach] >>> VALID @Epoch: 126  >>> [0m
2023-09-17 08:54:12,333:	[1;34m[Coach] >>> TEST  @Epoch: 126  >>> [0m
2023-09-17 08:54:16,258:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.924833 seconds ...[0m
2023-09-17 08:54:16,298:	[1;34m[Coach] >>> TRAIN @Epoch: 127  >>>  || LOSS Avg: 0.10443[0m
2023-09-17 08:54:16,298:	[1;34m[Coach] >>> VALID @Epoch: 127  >>> [0m
2023-09-17 08:54:16,298:	[1;34m[Coach] >>> TEST  @Epoch: 127  >>> [0m
2023-09-17 08:54:19,862:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.563881 seconds ...[0m
2023-09-17 08:54:19,903:	[1;34m[Coach] >>> TRAIN @Epoch: 128  >>>  || LOSS Avg: 0.10458[0m
2023-09-17 08:54:19,903:	[1;34m[Coach] >>> VALID @Epoch: 128  >>> [0m
2023-09-17 08:54:19,903:	[1;34m[Coach] >>> TEST  @Epoch: 128  >>> [0m
2023-09-17 08:54:23,675:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.771450 seconds ...[0m
2023-09-17 08:54:23,716:	[1;34m[Coach] >>> TRAIN @Epoch: 129  >>>  || LOSS Avg: 0.10341[0m
2023-09-17 08:54:23,716:	[1;34m[Coach] >>> VALID @Epoch: 129  >>> [0m
2023-09-17 08:54:23,716:	[1;34m[Coach] >>> TEST  @Epoch: 129  >>> [0m
2023-09-17 08:54:27,340:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.624094 seconds ...[0m
2023-09-17 08:54:29,473:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.086725 seconds ...[0m
2023-09-17 08:54:29,474:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0315*** [0m
2023-09-17 08:54:29,488:	[1;34m[Coach] >>> TRAIN @Epoch: 130  >>>  || LOSS Avg: 0.10351[0m
2023-09-17 08:54:29,489:	[1;34m[Coach] >>> VALID @Epoch: 130  >>>  || HITRATE@1 Avg: 0.0098 || HITRATE@5 Avg: 0.0384 || HITRATE@10 Avg: 0.0611 || NDCG@5 Avg: 0.0242 || NDCG@10 Avg: 0.0315[0m
2023-09-17 08:54:29,489:	[1;34m[Coach] >>> TEST  @Epoch: 130  >>> [0m
2023-09-17 08:54:33,436:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.946534 seconds ...[0m
2023-09-17 08:54:33,482:	[1;34m[Coach] >>> TRAIN @Epoch: 131  >>>  || LOSS Avg: 0.10426[0m
2023-09-17 08:54:33,482:	[1;34m[Coach] >>> VALID @Epoch: 131  >>> [0m
2023-09-17 08:54:33,482:	[1;34m[Coach] >>> TEST  @Epoch: 131  >>> [0m
2023-09-17 08:54:37,024:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.541509 seconds ...[0m
2023-09-17 08:54:37,065:	[1;34m[Coach] >>> TRAIN @Epoch: 132  >>>  || LOSS Avg: 0.10488[0m
2023-09-17 08:54:37,065:	[1;34m[Coach] >>> VALID @Epoch: 132  >>> [0m
2023-09-17 08:54:37,065:	[1;34m[Coach] >>> TEST  @Epoch: 132  >>> [0m
2023-09-17 08:54:40,629:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.563239 seconds ...[0m
2023-09-17 08:54:40,669:	[1;34m[Coach] >>> TRAIN @Epoch: 133  >>>  || LOSS Avg: 0.10370[0m
2023-09-17 08:54:40,669:	[1;34m[Coach] >>> VALID @Epoch: 133  >>> [0m
2023-09-17 08:54:40,669:	[1;34m[Coach] >>> TEST  @Epoch: 133  >>> [0m
2023-09-17 08:54:44,254:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.585009 seconds ...[0m
2023-09-17 08:54:44,303:	[1;34m[Coach] >>> TRAIN @Epoch: 134  >>>  || LOSS Avg: 0.10355[0m
2023-09-17 08:54:44,304:	[1;34m[Coach] >>> VALID @Epoch: 134  >>> [0m
2023-09-17 08:54:44,304:	[1;34m[Coach] >>> TEST  @Epoch: 134  >>> [0m
2023-09-17 08:54:47,713:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.408679 seconds ...[0m
2023-09-17 08:54:49,773:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.016359 seconds ...[0m
2023-09-17 08:54:49,774:	[1;34m[Coach] >>> TRAIN @Epoch: 135  >>>  || LOSS Avg: 0.10359[0m
2023-09-17 08:54:49,774:	[1;34m[Coach] >>> VALID @Epoch: 135  >>>  || HITRATE@1 Avg: 0.0098 || HITRATE@5 Avg: 0.0360 || HITRATE@10 Avg: 0.0580 || NDCG@5 Avg: 0.0229 || NDCG@10 Avg: 0.0299[0m
2023-09-17 08:54:49,774:	[1;34m[Coach] >>> TEST  @Epoch: 135  >>> [0m
2023-09-17 08:54:53,254:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.479813 seconds ...[0m
2023-09-17 08:54:53,309:	[1;34m[Coach] >>> TRAIN @Epoch: 136  >>>  || LOSS Avg: 0.10300[0m
2023-09-17 08:54:53,309:	[1;34m[Coach] >>> VALID @Epoch: 136  >>> [0m
2023-09-17 08:54:53,309:	[1;34m[Coach] >>> TEST  @Epoch: 136  >>> [0m
2023-09-17 08:54:56,714:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.405094 seconds ...[0m
2023-09-17 08:54:56,760:	[1;34m[Coach] >>> TRAIN @Epoch: 137  >>>  || LOSS Avg: 0.10291[0m
2023-09-17 08:54:56,760:	[1;34m[Coach] >>> VALID @Epoch: 137  >>> [0m
2023-09-17 08:54:56,760:	[1;34m[Coach] >>> TEST  @Epoch: 137  >>> [0m
2023-09-17 08:55:00,296:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.536259 seconds ...[0m
2023-09-17 08:55:00,354:	[1;34m[Coach] >>> TRAIN @Epoch: 138  >>>  || LOSS Avg: 0.10134[0m
2023-09-17 08:55:00,354:	[1;34m[Coach] >>> VALID @Epoch: 138  >>> [0m
2023-09-17 08:55:00,354:	[1;34m[Coach] >>> TEST  @Epoch: 138  >>> [0m
2023-09-17 08:55:04,013:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.658890 seconds ...[0m
2023-09-17 08:55:04,066:	[1;34m[Coach] >>> TRAIN @Epoch: 139  >>>  || LOSS Avg: 0.10248[0m
2023-09-17 08:55:04,066:	[1;34m[Coach] >>> VALID @Epoch: 139  >>> [0m
2023-09-17 08:55:04,067:	[1;34m[Coach] >>> TEST  @Epoch: 139  >>> [0m
2023-09-17 08:55:07,859:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.792545 seconds ...[0m
2023-09-17 08:55:09,940:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.032632 seconds ...[0m
2023-09-17 08:55:09,940:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0328*** [0m
2023-09-17 08:55:09,949:	[1;34m[Coach] >>> TRAIN @Epoch: 140  >>>  || LOSS Avg: 0.10267[0m
2023-09-17 08:55:09,950:	[1;34m[Coach] >>> VALID @Epoch: 140  >>>  || HITRATE@1 Avg: 0.0110 || HITRATE@5 Avg: 0.0384 || HITRATE@10 Avg: 0.0633 || NDCG@5 Avg: 0.0248 || NDCG@10 Avg: 0.0328[0m
2023-09-17 08:55:09,950:	[1;34m[Coach] >>> TEST  @Epoch: 140  >>> [0m
2023-09-17 08:55:13,465:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.515078 seconds ...[0m
2023-09-17 08:55:13,503:	[1;34m[Coach] >>> TRAIN @Epoch: 141  >>>  || LOSS Avg: 0.10336[0m
2023-09-17 08:55:13,503:	[1;34m[Coach] >>> VALID @Epoch: 141  >>> [0m
2023-09-17 08:55:13,503:	[1;34m[Coach] >>> TEST  @Epoch: 141  >>> [0m
2023-09-17 08:55:16,860:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.356798 seconds ...[0m
2023-09-17 08:55:16,909:	[1;34m[Coach] >>> TRAIN @Epoch: 142  >>>  || LOSS Avg: 0.10100[0m
2023-09-17 08:55:16,910:	[1;34m[Coach] >>> VALID @Epoch: 142  >>> [0m
2023-09-17 08:55:16,910:	[1;34m[Coach] >>> TEST  @Epoch: 142  >>> [0m
2023-09-17 08:55:20,327:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.417604 seconds ...[0m
2023-09-17 08:55:20,365:	[1;34m[Coach] >>> TRAIN @Epoch: 143  >>>  || LOSS Avg: 0.10261[0m
2023-09-17 08:55:20,366:	[1;34m[Coach] >>> VALID @Epoch: 143  >>> [0m
2023-09-17 08:55:20,366:	[1;34m[Coach] >>> TEST  @Epoch: 143  >>> [0m
2023-09-17 08:55:24,015:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.649618 seconds ...[0m
2023-09-17 08:55:24,054:	[1;34m[Coach] >>> TRAIN @Epoch: 144  >>>  || LOSS Avg: 0.10135[0m
2023-09-17 08:55:24,054:	[1;34m[Coach] >>> VALID @Epoch: 144  >>> [0m
2023-09-17 08:55:24,054:	[1;34m[Coach] >>> TEST  @Epoch: 144  >>> [0m
2023-09-17 08:55:27,665:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.610354 seconds ...[0m
2023-09-17 08:55:29,762:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.047045 seconds ...[0m
2023-09-17 08:55:29,762:	[1;34m[Coach] >>> TRAIN @Epoch: 145  >>>  || LOSS Avg: 0.10223[0m
2023-09-17 08:55:29,763:	[1;34m[Coach] >>> VALID @Epoch: 145  >>>  || HITRATE@1 Avg: 0.0091 || HITRATE@5 Avg: 0.0359 || HITRATE@10 Avg: 0.0599 || NDCG@5 Avg: 0.0224 || NDCG@10 Avg: 0.0302[0m
2023-09-17 08:55:29,763:	[1;34m[Coach] >>> TEST  @Epoch: 145  >>> [0m
2023-09-17 08:55:33,325:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.561755 seconds ...[0m
2023-09-17 08:55:33,372:	[1;34m[Coach] >>> TRAIN @Epoch: 146  >>>  || LOSS Avg: 0.10076[0m
2023-09-17 08:55:33,372:	[1;34m[Coach] >>> VALID @Epoch: 146  >>> [0m
2023-09-17 08:55:33,372:	[1;34m[Coach] >>> TEST  @Epoch: 146  >>> [0m
2023-09-17 08:55:36,990:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.617320 seconds ...[0m
2023-09-17 08:55:37,031:	[1;34m[Coach] >>> TRAIN @Epoch: 147  >>>  || LOSS Avg: 0.10143[0m
2023-09-17 08:55:37,031:	[1;34m[Coach] >>> VALID @Epoch: 147  >>> [0m
2023-09-17 08:55:37,031:	[1;34m[Coach] >>> TEST  @Epoch: 147  >>> [0m
2023-09-17 08:55:40,628:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.596843 seconds ...[0m
2023-09-17 08:55:40,680:	[1;34m[Coach] >>> TRAIN @Epoch: 148  >>>  || LOSS Avg: 0.10010[0m
2023-09-17 08:55:40,681:	[1;34m[Coach] >>> VALID @Epoch: 148  >>> [0m
2023-09-17 08:55:40,681:	[1;34m[Coach] >>> TEST  @Epoch: 148  >>> [0m
2023-09-17 08:55:44,344:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.662502 seconds ...[0m
2023-09-17 08:55:44,383:	[1;34m[Coach] >>> TRAIN @Epoch: 149  >>>  || LOSS Avg: 0.10082[0m
2023-09-17 08:55:44,383:	[1;34m[Coach] >>> VALID @Epoch: 149  >>> [0m
2023-09-17 08:55:44,383:	[1;34m[Coach] >>> TEST  @Epoch: 149  >>> [0m
2023-09-17 08:55:48,254:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.870213 seconds ...[0m
2023-09-17 08:55:50,205:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.910623 seconds ...[0m
2023-09-17 08:55:50,205:	[1;34m[Coach] >>> TRAIN @Epoch: 150  >>>  || LOSS Avg: 0.10038[0m
2023-09-17 08:55:50,206:	[1;34m[Coach] >>> VALID @Epoch: 150  >>>  || HITRATE@1 Avg: 0.0093 || HITRATE@5 Avg: 0.0377 || HITRATE@10 Avg: 0.0609 || NDCG@5 Avg: 0.0235 || NDCG@10 Avg: 0.0310[0m
2023-09-17 08:55:50,206:	[1;34m[Coach] >>> TEST  @Epoch: 150  >>> [0m
2023-09-17 08:55:53,931:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.725397 seconds ...[0m
2023-09-17 08:55:53,971:	[1;34m[Coach] >>> TRAIN @Epoch: 151  >>>  || LOSS Avg: 0.10045[0m
2023-09-17 08:55:53,971:	[1;34m[Coach] >>> VALID @Epoch: 151  >>> [0m
2023-09-17 08:55:53,971:	[1;34m[Coach] >>> TEST  @Epoch: 151  >>> [0m
2023-09-17 08:55:57,442:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.470993 seconds ...[0m
2023-09-17 08:55:57,482:	[1;34m[Coach] >>> TRAIN @Epoch: 152  >>>  || LOSS Avg: 0.10234[0m
2023-09-17 08:55:57,483:	[1;34m[Coach] >>> VALID @Epoch: 152  >>> [0m
2023-09-17 08:55:57,483:	[1;34m[Coach] >>> TEST  @Epoch: 152  >>> [0m
2023-09-17 08:56:01,067:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.584299 seconds ...[0m
2023-09-17 08:56:01,111:	[1;34m[Coach] >>> TRAIN @Epoch: 153  >>>  || LOSS Avg: 0.09980[0m
2023-09-17 08:56:01,111:	[1;34m[Coach] >>> VALID @Epoch: 153  >>> [0m
2023-09-17 08:56:01,111:	[1;34m[Coach] >>> TEST  @Epoch: 153  >>> [0m
2023-09-17 08:56:04,818:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.706658 seconds ...[0m
2023-09-17 08:56:04,860:	[1;34m[Coach] >>> TRAIN @Epoch: 154  >>>  || LOSS Avg: 0.10124[0m
2023-09-17 08:56:04,860:	[1;34m[Coach] >>> VALID @Epoch: 154  >>> [0m
2023-09-17 08:56:04,860:	[1;34m[Coach] >>> TEST  @Epoch: 154  >>> [0m
2023-09-17 08:56:08,370:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.509748 seconds ...[0m
2023-09-17 08:56:10,391:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.969800 seconds ...[0m
2023-09-17 08:56:10,391:	[1;34m[Coach] >>> TRAIN @Epoch: 155  >>>  || LOSS Avg: 0.09894[0m
2023-09-17 08:56:10,392:	[1;34m[Coach] >>> VALID @Epoch: 155  >>>  || HITRATE@1 Avg: 0.0090 || HITRATE@5 Avg: 0.0365 || HITRATE@10 Avg: 0.0604 || NDCG@5 Avg: 0.0225 || NDCG@10 Avg: 0.0302[0m
2023-09-17 08:56:10,392:	[1;34m[Coach] >>> TEST  @Epoch: 155  >>> [0m
2023-09-17 08:56:14,090:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.698513 seconds ...[0m
2023-09-17 08:56:14,129:	[1;34m[Coach] >>> TRAIN @Epoch: 156  >>>  || LOSS Avg: 0.10022[0m
2023-09-17 08:56:14,130:	[1;34m[Coach] >>> VALID @Epoch: 156  >>> [0m
2023-09-17 08:56:14,130:	[1;34m[Coach] >>> TEST  @Epoch: 156  >>> [0m
2023-09-17 08:56:17,710:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.580540 seconds ...[0m
2023-09-17 08:56:17,749:	[1;34m[Coach] >>> TRAIN @Epoch: 157  >>>  || LOSS Avg: 0.10015[0m
2023-09-17 08:56:17,750:	[1;34m[Coach] >>> VALID @Epoch: 157  >>> [0m
2023-09-17 08:56:17,750:	[1;34m[Coach] >>> TEST  @Epoch: 157  >>> [0m
2023-09-17 08:56:21,153:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.403336 seconds ...[0m
2023-09-17 08:56:21,194:	[1;34m[Coach] >>> TRAIN @Epoch: 158  >>>  || LOSS Avg: 0.09997[0m
2023-09-17 08:56:21,194:	[1;34m[Coach] >>> VALID @Epoch: 158  >>> [0m
2023-09-17 08:56:21,194:	[1;34m[Coach] >>> TEST  @Epoch: 158  >>> [0m
2023-09-17 08:56:24,713:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.518171 seconds ...[0m
2023-09-17 08:56:24,750:	[1;34m[Coach] >>> TRAIN @Epoch: 159  >>>  || LOSS Avg: 0.09899[0m
2023-09-17 08:56:24,750:	[1;34m[Coach] >>> VALID @Epoch: 159  >>> [0m
2023-09-17 08:56:24,750:	[1;34m[Coach] >>> TEST  @Epoch: 159  >>> [0m
2023-09-17 08:56:28,246:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.496168 seconds ...[0m
2023-09-17 08:56:30,291:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.005702 seconds ...[0m
2023-09-17 08:56:30,292:	[1;34m[Coach] >>> TRAIN @Epoch: 160  >>>  || LOSS Avg: 0.09908[0m
2023-09-17 08:56:30,292:	[1;34m[Coach] >>> VALID @Epoch: 160  >>>  || HITRATE@1 Avg: 0.0092 || HITRATE@5 Avg: 0.0372 || HITRATE@10 Avg: 0.0605 || NDCG@5 Avg: 0.0233 || NDCG@10 Avg: 0.0308[0m
2023-09-17 08:56:30,292:	[1;34m[Coach] >>> TEST  @Epoch: 160  >>> [0m
2023-09-17 08:56:33,983:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.690465 seconds ...[0m
2023-09-17 08:56:34,023:	[1;34m[Coach] >>> TRAIN @Epoch: 161  >>>  || LOSS Avg: 0.09924[0m
2023-09-17 08:56:34,023:	[1;34m[Coach] >>> VALID @Epoch: 161  >>> [0m
2023-09-17 08:56:34,023:	[1;34m[Coach] >>> TEST  @Epoch: 161  >>> [0m
2023-09-17 08:56:37,506:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.482379 seconds ...[0m
2023-09-17 08:56:37,553:	[1;34m[Coach] >>> TRAIN @Epoch: 162  >>>  || LOSS Avg: 0.10038[0m
2023-09-17 08:56:37,553:	[1;34m[Coach] >>> VALID @Epoch: 162  >>> [0m
2023-09-17 08:56:37,553:	[1;34m[Coach] >>> TEST  @Epoch: 162  >>> [0m
2023-09-17 08:56:40,982:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.428436 seconds ...[0m
2023-09-17 08:56:41,023:	[1;34m[Coach] >>> TRAIN @Epoch: 163  >>>  || LOSS Avg: 0.09887[0m
2023-09-17 08:56:41,023:	[1;34m[Coach] >>> VALID @Epoch: 163  >>> [0m
2023-09-17 08:56:41,023:	[1;34m[Coach] >>> TEST  @Epoch: 163  >>> [0m
2023-09-17 08:56:44,764:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.739875 seconds ...[0m
2023-09-17 08:56:44,804:	[1;34m[Coach] >>> TRAIN @Epoch: 164  >>>  || LOSS Avg: 0.09959[0m
2023-09-17 08:56:44,804:	[1;34m[Coach] >>> VALID @Epoch: 164  >>> [0m
2023-09-17 08:56:44,804:	[1;34m[Coach] >>> TEST  @Epoch: 164  >>> [0m
2023-09-17 08:56:48,509:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.704048 seconds ...[0m
2023-09-17 08:56:50,507:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.952750 seconds ...[0m
2023-09-17 08:56:50,507:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0333*** [0m
2023-09-17 08:56:50,519:	[1;34m[Coach] >>> TRAIN @Epoch: 165  >>>  || LOSS Avg: 0.09795[0m
2023-09-17 08:56:50,519:	[1;34m[Coach] >>> VALID @Epoch: 165  >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0404 || HITRATE@10 Avg: 0.0650 || NDCG@5 Avg: 0.0254 || NDCG@10 Avg: 0.0333[0m
2023-09-17 08:56:50,519:	[1;34m[Coach] >>> TEST  @Epoch: 165  >>> [0m
2023-09-17 08:56:54,222:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.702598 seconds ...[0m
2023-09-17 08:56:54,266:	[1;34m[Coach] >>> TRAIN @Epoch: 166  >>>  || LOSS Avg: 0.09663[0m
2023-09-17 08:56:54,266:	[1;34m[Coach] >>> VALID @Epoch: 166  >>> [0m
2023-09-17 08:56:54,266:	[1;34m[Coach] >>> TEST  @Epoch: 166  >>> [0m
2023-09-17 08:56:58,019:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.752983 seconds ...[0m
2023-09-17 08:56:58,058:	[1;34m[Coach] >>> TRAIN @Epoch: 167  >>>  || LOSS Avg: 0.09849[0m
2023-09-17 08:56:58,058:	[1;34m[Coach] >>> VALID @Epoch: 167  >>> [0m
2023-09-17 08:56:58,058:	[1;34m[Coach] >>> TEST  @Epoch: 167  >>> [0m
2023-09-17 08:57:01,817:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.758987 seconds ...[0m
2023-09-17 08:57:01,857:	[1;34m[Coach] >>> TRAIN @Epoch: 168  >>>  || LOSS Avg: 0.09721[0m
2023-09-17 08:57:01,857:	[1;34m[Coach] >>> VALID @Epoch: 168  >>> [0m
2023-09-17 08:57:01,857:	[1;34m[Coach] >>> TEST  @Epoch: 168  >>> [0m
2023-09-17 08:57:05,518:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.659953 seconds ...[0m
2023-09-17 08:57:05,560:	[1;34m[Coach] >>> TRAIN @Epoch: 169  >>>  || LOSS Avg: 0.09876[0m
2023-09-17 08:57:05,560:	[1;34m[Coach] >>> VALID @Epoch: 169  >>> [0m
2023-09-17 08:57:05,560:	[1;34m[Coach] >>> TEST  @Epoch: 169  >>> [0m
2023-09-17 08:57:09,276:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.715427 seconds ...[0m
2023-09-17 08:57:11,316:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.991071 seconds ...[0m
2023-09-17 08:57:11,317:	[1;34m[Coach] >>> TRAIN @Epoch: 170  >>>  || LOSS Avg: 0.09742[0m
2023-09-17 08:57:11,317:	[1;34m[Coach] >>> VALID @Epoch: 170  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0406 || HITRATE@10 Avg: 0.0637 || NDCG@5 Avg: 0.0258 || NDCG@10 Avg: 0.0333[0m
2023-09-17 08:57:11,317:	[1;34m[Coach] >>> TEST  @Epoch: 170  >>> [0m
2023-09-17 08:57:15,143:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.826225 seconds ...[0m
2023-09-17 08:57:15,187:	[1;34m[Coach] >>> TRAIN @Epoch: 171  >>>  || LOSS Avg: 0.09641[0m
2023-09-17 08:57:15,188:	[1;34m[Coach] >>> VALID @Epoch: 171  >>> [0m
2023-09-17 08:57:15,188:	[1;34m[Coach] >>> TEST  @Epoch: 171  >>> [0m
2023-09-17 08:57:18,764:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.576241 seconds ...[0m
2023-09-17 08:57:18,814:	[1;34m[Coach] >>> TRAIN @Epoch: 172  >>>  || LOSS Avg: 0.09558[0m
2023-09-17 08:57:18,815:	[1;34m[Coach] >>> VALID @Epoch: 172  >>> [0m
2023-09-17 08:57:18,815:	[1;34m[Coach] >>> TEST  @Epoch: 172  >>> [0m
2023-09-17 08:57:22,366:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.550644 seconds ...[0m
2023-09-17 08:57:22,418:	[1;34m[Coach] >>> TRAIN @Epoch: 173  >>>  || LOSS Avg: 0.09587[0m
2023-09-17 08:57:22,418:	[1;34m[Coach] >>> VALID @Epoch: 173  >>> [0m
2023-09-17 08:57:22,418:	[1;34m[Coach] >>> TEST  @Epoch: 173  >>> [0m
2023-09-17 08:57:25,842:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.423519 seconds ...[0m
2023-09-17 08:57:25,887:	[1;34m[Coach] >>> TRAIN @Epoch: 174  >>>  || LOSS Avg: 0.09541[0m
2023-09-17 08:57:25,888:	[1;34m[Coach] >>> VALID @Epoch: 174  >>> [0m
2023-09-17 08:57:25,888:	[1;34m[Coach] >>> TEST  @Epoch: 174  >>> [0m
2023-09-17 08:57:29,354:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.465885 seconds ...[0m
2023-09-17 08:57:31,410:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.013706 seconds ...[0m
2023-09-17 08:57:31,411:	[1;34m[Coach] >>> TRAIN @Epoch: 175  >>>  || LOSS Avg: 0.09652[0m
2023-09-17 08:57:31,411:	[1;34m[Coach] >>> VALID @Epoch: 175  >>>  || HITRATE@1 Avg: 0.0097 || HITRATE@5 Avg: 0.0371 || HITRATE@10 Avg: 0.0623 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0317[0m
2023-09-17 08:57:31,411:	[1;34m[Coach] >>> TEST  @Epoch: 175  >>> [0m
2023-09-17 08:57:35,177:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.766087 seconds ...[0m
2023-09-17 08:57:35,217:	[1;34m[Coach] >>> TRAIN @Epoch: 176  >>>  || LOSS Avg: 0.09625[0m
2023-09-17 08:57:35,217:	[1;34m[Coach] >>> VALID @Epoch: 176  >>> [0m
2023-09-17 08:57:35,217:	[1;34m[Coach] >>> TEST  @Epoch: 176  >>> [0m
2023-09-17 08:57:38,752:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.535065 seconds ...[0m
2023-09-17 08:57:38,792:	[1;34m[Coach] >>> TRAIN @Epoch: 177  >>>  || LOSS Avg: 0.09705[0m
2023-09-17 08:57:38,792:	[1;34m[Coach] >>> VALID @Epoch: 177  >>> [0m
2023-09-17 08:57:38,792:	[1;34m[Coach] >>> TEST  @Epoch: 177  >>> [0m
2023-09-17 08:57:42,513:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.720496 seconds ...[0m
2023-09-17 08:57:42,552:	[1;34m[Coach] >>> TRAIN @Epoch: 178  >>>  || LOSS Avg: 0.09773[0m
2023-09-17 08:57:42,553:	[1;34m[Coach] >>> VALID @Epoch: 178  >>> [0m
2023-09-17 08:57:42,553:	[1;34m[Coach] >>> TEST  @Epoch: 178  >>> [0m
2023-09-17 08:57:46,275:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.722153 seconds ...[0m
2023-09-17 08:57:46,316:	[1;34m[Coach] >>> TRAIN @Epoch: 179  >>>  || LOSS Avg: 0.09668[0m
2023-09-17 08:57:46,316:	[1;34m[Coach] >>> VALID @Epoch: 179  >>> [0m
2023-09-17 08:57:46,316:	[1;34m[Coach] >>> TEST  @Epoch: 179  >>> [0m
2023-09-17 08:57:49,799:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.482377 seconds ...[0m
2023-09-17 08:57:51,856:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.017723 seconds ...[0m
2023-09-17 08:57:51,857:	[1;34m[Coach] >>> TRAIN @Epoch: 180  >>>  || LOSS Avg: 0.09600[0m
2023-09-17 08:57:51,857:	[1;34m[Coach] >>> VALID @Epoch: 180  >>>  || HITRATE@1 Avg: 0.0098 || HITRATE@5 Avg: 0.0379 || HITRATE@10 Avg: 0.0614 || NDCG@5 Avg: 0.0239 || NDCG@10 Avg: 0.0314[0m
2023-09-17 08:57:51,857:	[1;34m[Coach] >>> TEST  @Epoch: 180  >>> [0m
2023-09-17 08:57:55,911:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 4.053974 seconds ...[0m
2023-09-17 08:57:55,951:	[1;34m[Coach] >>> TRAIN @Epoch: 181  >>>  || LOSS Avg: 0.09820[0m
2023-09-17 08:57:55,951:	[1;34m[Coach] >>> VALID @Epoch: 181  >>> [0m
2023-09-17 08:57:55,951:	[1;34m[Coach] >>> TEST  @Epoch: 181  >>> [0m
2023-09-17 08:57:59,318:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.366883 seconds ...[0m
2023-09-17 08:57:59,357:	[1;34m[Coach] >>> TRAIN @Epoch: 182  >>>  || LOSS Avg: 0.09562[0m
2023-09-17 08:57:59,357:	[1;34m[Coach] >>> VALID @Epoch: 182  >>> [0m
2023-09-17 08:57:59,357:	[1;34m[Coach] >>> TEST  @Epoch: 182  >>> [0m
2023-09-17 08:58:02,957:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.599041 seconds ...[0m
2023-09-17 08:58:02,995:	[1;34m[Coach] >>> TRAIN @Epoch: 183  >>>  || LOSS Avg: 0.09677[0m
2023-09-17 08:58:02,996:	[1;34m[Coach] >>> VALID @Epoch: 183  >>> [0m
2023-09-17 08:58:02,996:	[1;34m[Coach] >>> TEST  @Epoch: 183  >>> [0m
2023-09-17 08:58:06,567:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.570729 seconds ...[0m
2023-09-17 08:58:06,609:	[1;34m[Coach] >>> TRAIN @Epoch: 184  >>>  || LOSS Avg: 0.09521[0m
2023-09-17 08:58:06,609:	[1;34m[Coach] >>> VALID @Epoch: 184  >>> [0m
2023-09-17 08:58:06,610:	[1;34m[Coach] >>> TEST  @Epoch: 184  >>> [0m
2023-09-17 08:58:10,258:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.647904 seconds ...[0m
2023-09-17 08:58:12,272:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.965858 seconds ...[0m
2023-09-17 08:58:12,272:	[1;34m[Coach] >>> TRAIN @Epoch: 185  >>>  || LOSS Avg: 0.09574[0m
2023-09-17 08:58:12,272:	[1;34m[Coach] >>> VALID @Epoch: 185  >>>  || HITRATE@1 Avg: 0.0092 || HITRATE@5 Avg: 0.0368 || HITRATE@10 Avg: 0.0579 || NDCG@5 Avg: 0.0228 || NDCG@10 Avg: 0.0296[0m
2023-09-17 08:58:12,272:	[1;34m[Coach] >>> TEST  @Epoch: 185  >>> [0m
2023-09-17 08:58:15,900:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.627979 seconds ...[0m
2023-09-17 08:58:15,938:	[1;34m[Coach] >>> TRAIN @Epoch: 186  >>>  || LOSS Avg: 0.09622[0m
2023-09-17 08:58:15,938:	[1;34m[Coach] >>> VALID @Epoch: 186  >>> [0m
2023-09-17 08:58:15,938:	[1;34m[Coach] >>> TEST  @Epoch: 186  >>> [0m
2023-09-17 08:58:19,718:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.780197 seconds ...[0m
2023-09-17 08:58:19,757:	[1;34m[Coach] >>> TRAIN @Epoch: 187  >>>  || LOSS Avg: 0.09488[0m
2023-09-17 08:58:19,757:	[1;34m[Coach] >>> VALID @Epoch: 187  >>> [0m
2023-09-17 08:58:19,757:	[1;34m[Coach] >>> TEST  @Epoch: 187  >>> [0m
2023-09-17 08:58:23,129:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.371618 seconds ...[0m
2023-09-17 08:58:23,168:	[1;34m[Coach] >>> TRAIN @Epoch: 188  >>>  || LOSS Avg: 0.09598[0m
2023-09-17 08:58:23,169:	[1;34m[Coach] >>> VALID @Epoch: 188  >>> [0m
2023-09-17 08:58:23,169:	[1;34m[Coach] >>> TEST  @Epoch: 188  >>> [0m
2023-09-17 08:58:26,680:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.511103 seconds ...[0m
2023-09-17 08:58:26,719:	[1;34m[Coach] >>> TRAIN @Epoch: 189  >>>  || LOSS Avg: 0.09549[0m
2023-09-17 08:58:26,719:	[1;34m[Coach] >>> VALID @Epoch: 189  >>> [0m
2023-09-17 08:58:26,719:	[1;34m[Coach] >>> TEST  @Epoch: 189  >>> [0m
2023-09-17 08:58:30,198:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.479013 seconds ...[0m
2023-09-17 08:58:32,369:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.126757 seconds ...[0m
2023-09-17 08:58:32,370:	[1;34m[Coach] >>> TRAIN @Epoch: 190  >>>  || LOSS Avg: 0.09379[0m
2023-09-17 08:58:32,370:	[1;34m[Coach] >>> VALID @Epoch: 190  >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0381 || HITRATE@10 Avg: 0.0629 || NDCG@5 Avg: 0.0242 || NDCG@10 Avg: 0.0321[0m
2023-09-17 08:58:32,370:	[1;34m[Coach] >>> TEST  @Epoch: 190  >>> [0m
2023-09-17 08:58:35,886:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.515923 seconds ...[0m
2023-09-17 08:58:35,933:	[1;34m[Coach] >>> TRAIN @Epoch: 191  >>>  || LOSS Avg: 0.09421[0m
2023-09-17 08:58:35,934:	[1;34m[Coach] >>> VALID @Epoch: 191  >>> [0m
2023-09-17 08:58:35,934:	[1;34m[Coach] >>> TEST  @Epoch: 191  >>> [0m
2023-09-17 08:58:39,664:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.729516 seconds ...[0m
2023-09-17 08:58:39,707:	[1;34m[Coach] >>> TRAIN @Epoch: 192  >>>  || LOSS Avg: 0.09564[0m
2023-09-17 08:58:39,707:	[1;34m[Coach] >>> VALID @Epoch: 192  >>> [0m
2023-09-17 08:58:39,707:	[1;34m[Coach] >>> TEST  @Epoch: 192  >>> [0m
2023-09-17 08:58:43,048:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.339859 seconds ...[0m
2023-09-17 08:58:43,100:	[1;34m[Coach] >>> TRAIN @Epoch: 193  >>>  || LOSS Avg: 0.09631[0m
2023-09-17 08:58:43,101:	[1;34m[Coach] >>> VALID @Epoch: 193  >>> [0m
2023-09-17 08:58:43,101:	[1;34m[Coach] >>> TEST  @Epoch: 193  >>> [0m
2023-09-17 08:58:46,556:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.454762 seconds ...[0m
2023-09-17 08:58:46,610:	[1;34m[Coach] >>> TRAIN @Epoch: 194  >>>  || LOSS Avg: 0.09659[0m
2023-09-17 08:58:46,610:	[1;34m[Coach] >>> VALID @Epoch: 194  >>> [0m
2023-09-17 08:58:46,610:	[1;34m[Coach] >>> TEST  @Epoch: 194  >>> [0m
2023-09-17 08:58:50,332:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.721936 seconds ...[0m
2023-09-17 08:58:52,375:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.999417 seconds ...[0m
2023-09-17 08:58:52,376:	[1;34m[Coach] >>> TRAIN @Epoch: 195  >>>  || LOSS Avg: 0.09492[0m
2023-09-17 08:58:52,376:	[1;34m[Coach] >>> VALID @Epoch: 195  >>>  || HITRATE@1 Avg: 0.0090 || HITRATE@5 Avg: 0.0388 || HITRATE@10 Avg: 0.0632 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0317[0m
2023-09-17 08:58:52,376:	[1;34m[Coach] >>> TEST  @Epoch: 195  >>> [0m
2023-09-17 08:58:56,067:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.691383 seconds ...[0m
2023-09-17 08:58:56,107:	[1;34m[Coach] >>> TRAIN @Epoch: 196  >>>  || LOSS Avg: 0.09490[0m
2023-09-17 08:58:56,107:	[1;34m[Coach] >>> VALID @Epoch: 196  >>> [0m
2023-09-17 08:58:56,107:	[1;34m[Coach] >>> TEST  @Epoch: 196  >>> [0m
2023-09-17 08:58:59,774:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.666028 seconds ...[0m
2023-09-17 08:58:59,815:	[1;34m[Coach] >>> TRAIN @Epoch: 197  >>>  || LOSS Avg: 0.09541[0m
2023-09-17 08:58:59,815:	[1;34m[Coach] >>> VALID @Epoch: 197  >>> [0m
2023-09-17 08:58:59,815:	[1;34m[Coach] >>> TEST  @Epoch: 197  >>> [0m
2023-09-17 08:59:03,476:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.661271 seconds ...[0m
2023-09-17 08:59:03,522:	[1;34m[Coach] >>> TRAIN @Epoch: 198  >>>  || LOSS Avg: 0.09312[0m
2023-09-17 08:59:03,522:	[1;34m[Coach] >>> VALID @Epoch: 198  >>> [0m
2023-09-17 08:59:03,522:	[1;34m[Coach] >>> TEST  @Epoch: 198  >>> [0m
2023-09-17 08:59:06,800:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.277660 seconds ...[0m
2023-09-17 08:59:06,839:	[1;34m[Coach] >>> TRAIN @Epoch: 199  >>>  || LOSS Avg: 0.09309[0m
2023-09-17 08:59:06,839:	[1;34m[Coach] >>> VALID @Epoch: 199  >>> [0m
2023-09-17 08:59:06,839:	[1;34m[Coach] >>> TEST  @Epoch: 199  >>> [0m
2023-09-17 08:59:10,360:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.520563 seconds ...[0m
2023-09-17 08:59:12,408:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.002887 seconds ...[0m
2023-09-17 08:59:12,408:	[1;34m[Coach] >>> TRAIN @Epoch: 200  >>>  || LOSS Avg: 0.09559[0m
2023-09-17 08:59:12,408:	[1;34m[Coach] >>> VALID @Epoch: 200  >>>  || HITRATE@1 Avg: 0.0092 || HITRATE@5 Avg: 0.0411 || HITRATE@10 Avg: 0.0637 || NDCG@5 Avg: 0.0254 || NDCG@10 Avg: 0.0327[0m
2023-09-17 08:59:12,409:	[1;34m[Coach] >>> TEST  @Epoch: 200  >>> [0m
2023-09-17 08:59:16,281:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.871783 seconds ...[0m
2023-09-17 08:59:16,320:	[1;34m[Coach] >>> TRAIN @Epoch: 201  >>>  || LOSS Avg: 0.09247[0m
2023-09-17 08:59:16,320:	[1;34m[Coach] >>> VALID @Epoch: 201  >>> [0m
2023-09-17 08:59:16,320:	[1;34m[Coach] >>> TEST  @Epoch: 201  >>> [0m
2023-09-17 08:59:20,004:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.683570 seconds ...[0m
2023-09-17 08:59:20,059:	[1;34m[Coach] >>> TRAIN @Epoch: 202  >>>  || LOSS Avg: 0.09437[0m
2023-09-17 08:59:20,060:	[1;34m[Coach] >>> VALID @Epoch: 202  >>> [0m
2023-09-17 08:59:20,060:	[1;34m[Coach] >>> TEST  @Epoch: 202  >>> [0m
2023-09-17 08:59:23,557:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.496718 seconds ...[0m
2023-09-17 08:59:23,594:	[1;34m[Coach] >>> TRAIN @Epoch: 203  >>>  || LOSS Avg: 0.09337[0m
2023-09-17 08:59:23,594:	[1;34m[Coach] >>> VALID @Epoch: 203  >>> [0m
2023-09-17 08:59:23,594:	[1;34m[Coach] >>> TEST  @Epoch: 203  >>> [0m
2023-09-17 08:59:27,193:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.598130 seconds ...[0m
2023-09-17 08:59:27,243:	[1;34m[Coach] >>> TRAIN @Epoch: 204  >>>  || LOSS Avg: 0.09308[0m
2023-09-17 08:59:27,243:	[1;34m[Coach] >>> VALID @Epoch: 204  >>> [0m
2023-09-17 08:59:27,243:	[1;34m[Coach] >>> TEST  @Epoch: 204  >>> [0m
2023-09-17 08:59:31,082:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.838869 seconds ...[0m
2023-09-17 08:59:33,122:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.001986 seconds ...[0m
2023-09-17 08:59:33,123:	[1;34m[Coach] >>> TRAIN @Epoch: 205  >>>  || LOSS Avg: 0.09337[0m
2023-09-17 08:59:33,123:	[1;34m[Coach] >>> VALID @Epoch: 205  >>>  || HITRATE@1 Avg: 0.0091 || HITRATE@5 Avg: 0.0403 || HITRATE@10 Avg: 0.0643 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0324[0m
2023-09-17 08:59:33,123:	[1;34m[Coach] >>> TEST  @Epoch: 205  >>> [0m
2023-09-17 08:59:36,820:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.696683 seconds ...[0m
2023-09-17 08:59:36,860:	[1;34m[Coach] >>> TRAIN @Epoch: 206  >>>  || LOSS Avg: 0.09211[0m
2023-09-17 08:59:36,861:	[1;34m[Coach] >>> VALID @Epoch: 206  >>> [0m
2023-09-17 08:59:36,861:	[1;34m[Coach] >>> TEST  @Epoch: 206  >>> [0m
2023-09-17 08:59:40,413:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.552495 seconds ...[0m
2023-09-17 08:59:40,453:	[1;34m[Coach] >>> TRAIN @Epoch: 207  >>>  || LOSS Avg: 0.09227[0m
2023-09-17 08:59:40,453:	[1;34m[Coach] >>> VALID @Epoch: 207  >>> [0m
2023-09-17 08:59:40,453:	[1;34m[Coach] >>> TEST  @Epoch: 207  >>> [0m
2023-09-17 08:59:43,889:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.435066 seconds ...[0m
2023-09-17 08:59:43,934:	[1;34m[Coach] >>> TRAIN @Epoch: 208  >>>  || LOSS Avg: 0.09450[0m
2023-09-17 08:59:43,935:	[1;34m[Coach] >>> VALID @Epoch: 208  >>> [0m
2023-09-17 08:59:43,935:	[1;34m[Coach] >>> TEST  @Epoch: 208  >>> [0m
2023-09-17 08:59:47,378:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.441933 seconds ...[0m
2023-09-17 08:59:47,418:	[1;34m[Coach] >>> TRAIN @Epoch: 209  >>>  || LOSS Avg: 0.09264[0m
2023-09-17 08:59:47,418:	[1;34m[Coach] >>> VALID @Epoch: 209  >>> [0m
2023-09-17 08:59:47,418:	[1;34m[Coach] >>> TEST  @Epoch: 209  >>> [0m
2023-09-17 08:59:51,037:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.618424 seconds ...[0m
2023-09-17 08:59:53,116:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.034320 seconds ...[0m
2023-09-17 08:59:53,116:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0334*** [0m
2023-09-17 08:59:53,128:	[1;34m[Coach] >>> TRAIN @Epoch: 210  >>>  || LOSS Avg: 0.09307[0m
2023-09-17 08:59:53,128:	[1;34m[Coach] >>> VALID @Epoch: 210  >>>  || HITRATE@1 Avg: 0.0113 || HITRATE@5 Avg: 0.0409 || HITRATE@10 Avg: 0.0639 || NDCG@5 Avg: 0.0261 || NDCG@10 Avg: 0.0334[0m
2023-09-17 08:59:53,128:	[1;34m[Coach] >>> TEST  @Epoch: 210  >>> [0m
2023-09-17 08:59:56,762:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.634310 seconds ...[0m
2023-09-17 08:59:56,805:	[1;34m[Coach] >>> TRAIN @Epoch: 211  >>>  || LOSS Avg: 0.09181[0m
2023-09-17 08:59:56,805:	[1;34m[Coach] >>> VALID @Epoch: 211  >>> [0m
2023-09-17 08:59:56,805:	[1;34m[Coach] >>> TEST  @Epoch: 211  >>> [0m
2023-09-17 09:00:00,462:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.656335 seconds ...[0m
2023-09-17 09:00:00,506:	[1;34m[Coach] >>> TRAIN @Epoch: 212  >>>  || LOSS Avg: 0.09330[0m
2023-09-17 09:00:00,506:	[1;34m[Coach] >>> VALID @Epoch: 212  >>> [0m
2023-09-17 09:00:00,506:	[1;34m[Coach] >>> TEST  @Epoch: 212  >>> [0m
2023-09-17 09:00:04,017:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.509939 seconds ...[0m
2023-09-17 09:00:04,058:	[1;34m[Coach] >>> TRAIN @Epoch: 213  >>>  || LOSS Avg: 0.09205[0m
2023-09-17 09:00:04,058:	[1;34m[Coach] >>> VALID @Epoch: 213  >>> [0m
2023-09-17 09:00:04,058:	[1;34m[Coach] >>> TEST  @Epoch: 213  >>> [0m
2023-09-17 09:00:07,996:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.937520 seconds ...[0m
2023-09-17 09:00:08,035:	[1;34m[Coach] >>> TRAIN @Epoch: 214  >>>  || LOSS Avg: 0.09095[0m
2023-09-17 09:00:08,036:	[1;34m[Coach] >>> VALID @Epoch: 214  >>> [0m
2023-09-17 09:00:08,036:	[1;34m[Coach] >>> TEST  @Epoch: 214  >>> [0m
2023-09-17 09:00:11,582:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.546296 seconds ...[0m
2023-09-17 09:00:13,742:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.120063 seconds ...[0m
2023-09-17 09:00:13,743:	[1;34m[Coach] >>> TRAIN @Epoch: 215  >>>  || LOSS Avg: 0.09296[0m
2023-09-17 09:00:13,743:	[1;34m[Coach] >>> VALID @Epoch: 215  >>>  || HITRATE@1 Avg: 0.0091 || HITRATE@5 Avg: 0.0402 || HITRATE@10 Avg: 0.0639 || NDCG@5 Avg: 0.0246 || NDCG@10 Avg: 0.0322[0m
2023-09-17 09:00:13,743:	[1;34m[Coach] >>> TEST  @Epoch: 215  >>> [0m
2023-09-17 09:00:17,492:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.748839 seconds ...[0m
2023-09-17 09:00:17,534:	[1;34m[Coach] >>> TRAIN @Epoch: 216  >>>  || LOSS Avg: 0.09267[0m
2023-09-17 09:00:17,534:	[1;34m[Coach] >>> VALID @Epoch: 216  >>> [0m
2023-09-17 09:00:17,534:	[1;34m[Coach] >>> TEST  @Epoch: 216  >>> [0m
2023-09-17 09:00:21,086:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.551787 seconds ...[0m
2023-09-17 09:00:21,129:	[1;34m[Coach] >>> TRAIN @Epoch: 217  >>>  || LOSS Avg: 0.09340[0m
2023-09-17 09:00:21,129:	[1;34m[Coach] >>> VALID @Epoch: 217  >>> [0m
2023-09-17 09:00:21,129:	[1;34m[Coach] >>> TEST  @Epoch: 217  >>> [0m
2023-09-17 09:00:24,617:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.487158 seconds ...[0m
2023-09-17 09:00:24,658:	[1;34m[Coach] >>> TRAIN @Epoch: 218  >>>  || LOSS Avg: 0.09177[0m
2023-09-17 09:00:24,659:	[1;34m[Coach] >>> VALID @Epoch: 218  >>> [0m
2023-09-17 09:00:24,659:	[1;34m[Coach] >>> TEST  @Epoch: 218  >>> [0m
2023-09-17 09:00:27,997:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.338143 seconds ...[0m
2023-09-17 09:00:28,039:	[1;34m[Coach] >>> TRAIN @Epoch: 219  >>>  || LOSS Avg: 0.09291[0m
2023-09-17 09:00:28,039:	[1;34m[Coach] >>> VALID @Epoch: 219  >>> [0m
2023-09-17 09:00:28,040:	[1;34m[Coach] >>> TEST  @Epoch: 219  >>> [0m
2023-09-17 09:00:31,611:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.571086 seconds ...[0m
2023-09-17 09:00:33,704:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.036186 seconds ...[0m
2023-09-17 09:00:33,704:	[1;34m[Coach] >>> TRAIN @Epoch: 220  >>>  || LOSS Avg: 0.09151[0m
2023-09-17 09:00:33,704:	[1;34m[Coach] >>> VALID @Epoch: 220  >>>  || HITRATE@1 Avg: 0.0089 || HITRATE@5 Avg: 0.0407 || HITRATE@10 Avg: 0.0654 || NDCG@5 Avg: 0.0248 || NDCG@10 Avg: 0.0327[0m
2023-09-17 09:00:33,704:	[1;34m[Coach] >>> TEST  @Epoch: 220  >>> [0m
2023-09-17 09:00:37,213:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.507874 seconds ...[0m
2023-09-17 09:00:37,258:	[1;34m[Coach] >>> TRAIN @Epoch: 221  >>>  || LOSS Avg: 0.09115[0m
2023-09-17 09:00:37,258:	[1;34m[Coach] >>> VALID @Epoch: 221  >>> [0m
2023-09-17 09:00:37,258:	[1;34m[Coach] >>> TEST  @Epoch: 221  >>> [0m
2023-09-17 09:00:40,724:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.465497 seconds ...[0m
2023-09-17 09:00:40,768:	[1;34m[Coach] >>> TRAIN @Epoch: 222  >>>  || LOSS Avg: 0.09100[0m
2023-09-17 09:00:40,768:	[1;34m[Coach] >>> VALID @Epoch: 222  >>> [0m
2023-09-17 09:00:40,768:	[1;34m[Coach] >>> TEST  @Epoch: 222  >>> [0m
2023-09-17 09:00:44,480:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.711936 seconds ...[0m
2023-09-17 09:00:44,524:	[1;34m[Coach] >>> TRAIN @Epoch: 223  >>>  || LOSS Avg: 0.09153[0m
2023-09-17 09:00:44,525:	[1;34m[Coach] >>> VALID @Epoch: 223  >>> [0m
2023-09-17 09:00:44,525:	[1;34m[Coach] >>> TEST  @Epoch: 223  >>> [0m
2023-09-17 09:00:47,938:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.413049 seconds ...[0m
2023-09-17 09:00:47,978:	[1;34m[Coach] >>> TRAIN @Epoch: 224  >>>  || LOSS Avg: 0.09344[0m
2023-09-17 09:00:47,978:	[1;34m[Coach] >>> VALID @Epoch: 224  >>> [0m
2023-09-17 09:00:47,978:	[1;34m[Coach] >>> TEST  @Epoch: 224  >>> [0m
2023-09-17 09:00:51,844:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.865351 seconds ...[0m
2023-09-17 09:00:53,920:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.028385 seconds ...[0m
2023-09-17 09:00:53,920:	[1;34m[Coach] >>> TRAIN @Epoch: 225  >>>  || LOSS Avg: 0.09305[0m
2023-09-17 09:00:53,921:	[1;34m[Coach] >>> VALID @Epoch: 225  >>>  || HITRATE@1 Avg: 0.0101 || HITRATE@5 Avg: 0.0386 || HITRATE@10 Avg: 0.0636 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0324[0m
2023-09-17 09:00:53,921:	[1;34m[Coach] >>> TEST  @Epoch: 225  >>> [0m
2023-09-17 09:00:57,609:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.687741 seconds ...[0m
2023-09-17 09:00:57,649:	[1;34m[Coach] >>> TRAIN @Epoch: 226  >>>  || LOSS Avg: 0.09313[0m
2023-09-17 09:00:57,650:	[1;34m[Coach] >>> VALID @Epoch: 226  >>> [0m
2023-09-17 09:00:57,650:	[1;34m[Coach] >>> TEST  @Epoch: 226  >>> [0m
2023-09-17 09:01:01,388:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.738302 seconds ...[0m
2023-09-17 09:01:01,430:	[1;34m[Coach] >>> TRAIN @Epoch: 227  >>>  || LOSS Avg: 0.09163[0m
2023-09-17 09:01:01,430:	[1;34m[Coach] >>> VALID @Epoch: 227  >>> [0m
2023-09-17 09:01:01,431:	[1;34m[Coach] >>> TEST  @Epoch: 227  >>> [0m
2023-09-17 09:01:05,073:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.642631 seconds ...[0m
2023-09-17 09:01:05,112:	[1;34m[Coach] >>> TRAIN @Epoch: 228  >>>  || LOSS Avg: 0.09043[0m
2023-09-17 09:01:05,112:	[1;34m[Coach] >>> VALID @Epoch: 228  >>> [0m
2023-09-17 09:01:05,112:	[1;34m[Coach] >>> TEST  @Epoch: 228  >>> [0m
2023-09-17 09:01:08,776:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.664250 seconds ...[0m
2023-09-17 09:01:08,815:	[1;34m[Coach] >>> TRAIN @Epoch: 229  >>>  || LOSS Avg: 0.09204[0m
2023-09-17 09:01:08,816:	[1;34m[Coach] >>> VALID @Epoch: 229  >>> [0m
2023-09-17 09:01:08,816:	[1;34m[Coach] >>> TEST  @Epoch: 229  >>> [0m
2023-09-17 09:01:12,561:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.745311 seconds ...[0m
2023-09-17 09:01:14,659:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.052696 seconds ...[0m
2023-09-17 09:01:14,660:	[1;34m[Coach] >>> TRAIN @Epoch: 230  >>>  || LOSS Avg: 0.08991[0m
2023-09-17 09:01:14,660:	[1;34m[Coach] >>> VALID @Epoch: 230  >>>  || HITRATE@1 Avg: 0.0089 || HITRATE@5 Avg: 0.0378 || HITRATE@10 Avg: 0.0647 || NDCG@5 Avg: 0.0234 || NDCG@10 Avg: 0.0321[0m
2023-09-17 09:01:14,660:	[1;34m[Coach] >>> TEST  @Epoch: 230  >>> [0m
2023-09-17 09:01:18,183:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.522681 seconds ...[0m
2023-09-17 09:01:18,233:	[1;34m[Coach] >>> TRAIN @Epoch: 231  >>>  || LOSS Avg: 0.08965[0m
2023-09-17 09:01:18,234:	[1;34m[Coach] >>> VALID @Epoch: 231  >>> [0m
2023-09-17 09:01:18,234:	[1;34m[Coach] >>> TEST  @Epoch: 231  >>> [0m
2023-09-17 09:01:22,142:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.907693 seconds ...[0m
2023-09-17 09:01:22,183:	[1;34m[Coach] >>> TRAIN @Epoch: 232  >>>  || LOSS Avg: 0.09129[0m
2023-09-17 09:01:22,183:	[1;34m[Coach] >>> VALID @Epoch: 232  >>> [0m
2023-09-17 09:01:22,183:	[1;34m[Coach] >>> TEST  @Epoch: 232  >>> [0m
2023-09-17 09:01:25,833:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.650243 seconds ...[0m
2023-09-17 09:01:25,875:	[1;34m[Coach] >>> TRAIN @Epoch: 233  >>>  || LOSS Avg: 0.09341[0m
2023-09-17 09:01:25,875:	[1;34m[Coach] >>> VALID @Epoch: 233  >>> [0m
2023-09-17 09:01:25,875:	[1;34m[Coach] >>> TEST  @Epoch: 233  >>> [0m
2023-09-17 09:01:29,672:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.796136 seconds ...[0m
2023-09-17 09:01:29,733:	[1;34m[Coach] >>> TRAIN @Epoch: 234  >>>  || LOSS Avg: 0.09097[0m
2023-09-17 09:01:29,733:	[1;34m[Coach] >>> VALID @Epoch: 234  >>> [0m
2023-09-17 09:01:29,733:	[1;34m[Coach] >>> TEST  @Epoch: 234  >>> [0m
2023-09-17 09:01:33,117:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.383829 seconds ...[0m
2023-09-17 09:01:35,187:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.018695 seconds ...[0m
2023-09-17 09:01:35,188:	[1;34m[Coach] >>> TRAIN @Epoch: 235  >>>  || LOSS Avg: 0.09224[0m
2023-09-17 09:01:35,188:	[1;34m[Coach] >>> VALID @Epoch: 235  >>>  || HITRATE@1 Avg: 0.0093 || HITRATE@5 Avg: 0.0381 || HITRATE@10 Avg: 0.0625 || NDCG@5 Avg: 0.0238 || NDCG@10 Avg: 0.0316[0m
2023-09-17 09:01:35,188:	[1;34m[Coach] >>> TEST  @Epoch: 235  >>> [0m
2023-09-17 09:01:38,787:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.599290 seconds ...[0m
2023-09-17 09:01:38,833:	[1;34m[Coach] >>> TRAIN @Epoch: 236  >>>  || LOSS Avg: 0.09017[0m
2023-09-17 09:01:38,833:	[1;34m[Coach] >>> VALID @Epoch: 236  >>> [0m
2023-09-17 09:01:38,833:	[1;34m[Coach] >>> TEST  @Epoch: 236  >>> [0m
2023-09-17 09:01:42,246:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.412500 seconds ...[0m
2023-09-17 09:01:42,289:	[1;34m[Coach] >>> TRAIN @Epoch: 237  >>>  || LOSS Avg: 0.09022[0m
2023-09-17 09:01:42,289:	[1;34m[Coach] >>> VALID @Epoch: 237  >>> [0m
2023-09-17 09:01:42,289:	[1;34m[Coach] >>> TEST  @Epoch: 237  >>> [0m
2023-09-17 09:01:46,243:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.953666 seconds ...[0m
2023-09-17 09:01:46,283:	[1;34m[Coach] >>> TRAIN @Epoch: 238  >>>  || LOSS Avg: 0.09177[0m
2023-09-17 09:01:46,284:	[1;34m[Coach] >>> VALID @Epoch: 238  >>> [0m
2023-09-17 09:01:46,284:	[1;34m[Coach] >>> TEST  @Epoch: 238  >>> [0m
2023-09-17 09:01:49,693:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.409025 seconds ...[0m
2023-09-17 09:01:49,731:	[1;34m[Coach] >>> TRAIN @Epoch: 239  >>>  || LOSS Avg: 0.09062[0m
2023-09-17 09:01:49,731:	[1;34m[Coach] >>> VALID @Epoch: 239  >>> [0m
2023-09-17 09:01:49,731:	[1;34m[Coach] >>> TEST  @Epoch: 239  >>> [0m
2023-09-17 09:01:53,156:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.424227 seconds ...[0m
2023-09-17 09:01:55,221:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.029120 seconds ...[0m
2023-09-17 09:01:55,222:	[1;34m[Coach] >>> TRAIN @Epoch: 240  >>>  || LOSS Avg: 0.09179[0m
2023-09-17 09:01:55,222:	[1;34m[Coach] >>> VALID @Epoch: 240  >>>  || HITRATE@1 Avg: 0.0083 || HITRATE@5 Avg: 0.0368 || HITRATE@10 Avg: 0.0627 || NDCG@5 Avg: 0.0225 || NDCG@10 Avg: 0.0309[0m
2023-09-17 09:01:55,222:	[1;34m[Coach] >>> TEST  @Epoch: 240  >>> [0m
2023-09-17 09:01:58,895:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.672636 seconds ...[0m
2023-09-17 09:01:58,936:	[1;34m[Coach] >>> TRAIN @Epoch: 241  >>>  || LOSS Avg: 0.09093[0m
2023-09-17 09:01:58,936:	[1;34m[Coach] >>> VALID @Epoch: 241  >>> [0m
2023-09-17 09:01:58,936:	[1;34m[Coach] >>> TEST  @Epoch: 241  >>> [0m
2023-09-17 09:02:02,522:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.585256 seconds ...[0m
2023-09-17 09:02:02,560:	[1;34m[Coach] >>> TRAIN @Epoch: 242  >>>  || LOSS Avg: 0.09044[0m
2023-09-17 09:02:02,560:	[1;34m[Coach] >>> VALID @Epoch: 242  >>> [0m
2023-09-17 09:02:02,560:	[1;34m[Coach] >>> TEST  @Epoch: 242  >>> [0m
2023-09-17 09:02:06,357:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.797410 seconds ...[0m
2023-09-17 09:02:06,411:	[1;34m[Coach] >>> TRAIN @Epoch: 243  >>>  || LOSS Avg: 0.09212[0m
2023-09-17 09:02:06,411:	[1;34m[Coach] >>> VALID @Epoch: 243  >>> [0m
2023-09-17 09:02:06,411:	[1;34m[Coach] >>> TEST  @Epoch: 243  >>> [0m
2023-09-17 09:02:10,134:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.722767 seconds ...[0m
2023-09-17 09:02:10,175:	[1;34m[Coach] >>> TRAIN @Epoch: 244  >>>  || LOSS Avg: 0.08814[0m
2023-09-17 09:02:10,175:	[1;34m[Coach] >>> VALID @Epoch: 244  >>> [0m
2023-09-17 09:02:10,175:	[1;34m[Coach] >>> TEST  @Epoch: 244  >>> [0m
2023-09-17 09:02:13,804:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.628208 seconds ...[0m
2023-09-17 09:02:15,860:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.008250 seconds ...[0m
2023-09-17 09:02:15,860:	[1;34m[Coach] >>> TRAIN @Epoch: 245  >>>  || LOSS Avg: 0.08796[0m
2023-09-17 09:02:15,860:	[1;34m[Coach] >>> VALID @Epoch: 245  >>>  || HITRATE@1 Avg: 0.0093 || HITRATE@5 Avg: 0.0378 || HITRATE@10 Avg: 0.0634 || NDCG@5 Avg: 0.0236 || NDCG@10 Avg: 0.0319[0m
2023-09-17 09:02:15,860:	[1;34m[Coach] >>> TEST  @Epoch: 245  >>> [0m
2023-09-17 09:02:19,478:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.617413 seconds ...[0m
2023-09-17 09:02:19,525:	[1;34m[Coach] >>> TRAIN @Epoch: 246  >>>  || LOSS Avg: 0.09021[0m
2023-09-17 09:02:19,526:	[1;34m[Coach] >>> VALID @Epoch: 246  >>> [0m
2023-09-17 09:02:19,526:	[1;34m[Coach] >>> TEST  @Epoch: 246  >>> [0m
2023-09-17 09:02:23,109:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.583185 seconds ...[0m
2023-09-17 09:02:23,153:	[1;34m[Coach] >>> TRAIN @Epoch: 247  >>>  || LOSS Avg: 0.09086[0m
2023-09-17 09:02:23,153:	[1;34m[Coach] >>> VALID @Epoch: 247  >>> [0m
2023-09-17 09:02:23,153:	[1;34m[Coach] >>> TEST  @Epoch: 247  >>> [0m
2023-09-17 09:02:26,812:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.659321 seconds ...[0m
2023-09-17 09:02:26,865:	[1;34m[Coach] >>> TRAIN @Epoch: 248  >>>  || LOSS Avg: 0.09023[0m
2023-09-17 09:02:26,865:	[1;34m[Coach] >>> VALID @Epoch: 248  >>> [0m
2023-09-17 09:02:26,865:	[1;34m[Coach] >>> TEST  @Epoch: 248  >>> [0m
2023-09-17 09:02:30,372:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.506409 seconds ...[0m
2023-09-17 09:02:30,415:	[1;34m[Coach] >>> TRAIN @Epoch: 249  >>>  || LOSS Avg: 0.08889[0m
2023-09-17 09:02:30,415:	[1;34m[Coach] >>> VALID @Epoch: 249  >>> [0m
2023-09-17 09:02:30,415:	[1;34m[Coach] >>> TEST  @Epoch: 249  >>> [0m
2023-09-17 09:02:33,811:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.395321 seconds ...[0m
2023-09-17 09:02:35,859:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.003596 seconds ...[0m
2023-09-17 09:02:35,860:	[1;34m[Coach] >>> TRAIN @Epoch: 250  >>>  || LOSS Avg: 0.09041[0m
2023-09-17 09:02:35,860:	[1;34m[Coach] >>> VALID @Epoch: 250  >>>  || HITRATE@1 Avg: 0.0091 || HITRATE@5 Avg: 0.0374 || HITRATE@10 Avg: 0.0618 || NDCG@5 Avg: 0.0232 || NDCG@10 Avg: 0.0310[0m
2023-09-17 09:02:35,860:	[1;34m[Coach] >>> TEST  @Epoch: 250  >>> [0m
2023-09-17 09:02:39,422:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.561992 seconds ...[0m
2023-09-17 09:02:39,462:	[1;34m[Coach] >>> TRAIN @Epoch: 251  >>>  || LOSS Avg: 0.08990[0m
2023-09-17 09:02:39,462:	[1;34m[Coach] >>> VALID @Epoch: 251  >>> [0m
2023-09-17 09:02:39,463:	[1;34m[Coach] >>> TEST  @Epoch: 251  >>> [0m
2023-09-17 09:02:42,792:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.329572 seconds ...[0m
2023-09-17 09:02:42,829:	[1;34m[Coach] >>> TRAIN @Epoch: 252  >>>  || LOSS Avg: 0.09023[0m
2023-09-17 09:02:42,829:	[1;34m[Coach] >>> VALID @Epoch: 252  >>> [0m
2023-09-17 09:02:42,829:	[1;34m[Coach] >>> TEST  @Epoch: 252  >>> [0m
2023-09-17 09:02:46,381:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.552045 seconds ...[0m
2023-09-17 09:02:46,433:	[1;34m[Coach] >>> TRAIN @Epoch: 253  >>>  || LOSS Avg: 0.08958[0m
2023-09-17 09:02:46,434:	[1;34m[Coach] >>> VALID @Epoch: 253  >>> [0m
2023-09-17 09:02:46,434:	[1;34m[Coach] >>> TEST  @Epoch: 253  >>> [0m
2023-09-17 09:02:49,962:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.528302 seconds ...[0m
2023-09-17 09:02:50,004:	[1;34m[Coach] >>> TRAIN @Epoch: 254  >>>  || LOSS Avg: 0.08889[0m
2023-09-17 09:02:50,004:	[1;34m[Coach] >>> VALID @Epoch: 254  >>> [0m
2023-09-17 09:02:50,004:	[1;34m[Coach] >>> TEST  @Epoch: 254  >>> [0m
2023-09-17 09:02:53,437:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.432822 seconds ...[0m
2023-09-17 09:02:55,540:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.060475 seconds ...[0m
2023-09-17 09:02:55,541:	[1;34m[Coach] >>> TRAIN @Epoch: 255  >>>  || LOSS Avg: 0.08994[0m
2023-09-17 09:02:55,541:	[1;34m[Coach] >>> VALID @Epoch: 255  >>>  || HITRATE@1 Avg: 0.0089 || HITRATE@5 Avg: 0.0367 || HITRATE@10 Avg: 0.0592 || NDCG@5 Avg: 0.0228 || NDCG@10 Avg: 0.0301[0m
2023-09-17 09:02:55,541:	[1;34m[Coach] >>> TEST  @Epoch: 255  >>> [0m
2023-09-17 09:02:59,058:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.517124 seconds ...[0m
2023-09-17 09:02:59,116:	[1;34m[Coach] >>> TRAIN @Epoch: 256  >>>  || LOSS Avg: 0.09075[0m
2023-09-17 09:02:59,116:	[1;34m[Coach] >>> VALID @Epoch: 256  >>> [0m
2023-09-17 09:02:59,117:	[1;34m[Coach] >>> TEST  @Epoch: 256  >>> [0m
2023-09-17 09:03:02,827:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.710116 seconds ...[0m
2023-09-17 09:03:02,868:	[1;34m[Coach] >>> TRAIN @Epoch: 257  >>>  || LOSS Avg: 0.08951[0m
2023-09-17 09:03:02,868:	[1;34m[Coach] >>> VALID @Epoch: 257  >>> [0m
2023-09-17 09:03:02,868:	[1;34m[Coach] >>> TEST  @Epoch: 257  >>> [0m
2023-09-17 09:03:06,389:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.520964 seconds ...[0m
2023-09-17 09:03:06,430:	[1;34m[Coach] >>> TRAIN @Epoch: 258  >>>  || LOSS Avg: 0.09115[0m
2023-09-17 09:03:06,430:	[1;34m[Coach] >>> VALID @Epoch: 258  >>> [0m
2023-09-17 09:03:06,430:	[1;34m[Coach] >>> TEST  @Epoch: 258  >>> [0m
2023-09-17 09:03:10,073:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.642522 seconds ...[0m
2023-09-17 09:03:10,114:	[1;34m[Coach] >>> TRAIN @Epoch: 259  >>>  || LOSS Avg: 0.08835[0m
2023-09-17 09:03:10,114:	[1;34m[Coach] >>> VALID @Epoch: 259  >>> [0m
2023-09-17 09:03:10,114:	[1;34m[Coach] >>> TEST  @Epoch: 259  >>> [0m
2023-09-17 09:03:13,876:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.761935 seconds ...[0m
2023-09-17 09:03:15,941:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.018581 seconds ...[0m
2023-09-17 09:03:15,942:	[1;34m[Coach] >>> TRAIN @Epoch: 260  >>>  || LOSS Avg: 0.09024[0m
2023-09-17 09:03:15,942:	[1;34m[Coach] >>> VALID @Epoch: 260  >>>  || HITRATE@1 Avg: 0.0085 || HITRATE@5 Avg: 0.0360 || HITRATE@10 Avg: 0.0623 || NDCG@5 Avg: 0.0223 || NDCG@10 Avg: 0.0308[0m
2023-09-17 09:03:15,942:	[1;34m[Coach] >>> TEST  @Epoch: 260  >>> [0m
2023-09-17 09:03:19,632:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.690009 seconds ...[0m
2023-09-17 09:03:19,680:	[1;34m[Coach] >>> TRAIN @Epoch: 261  >>>  || LOSS Avg: 0.09046[0m
2023-09-17 09:03:19,680:	[1;34m[Coach] >>> VALID @Epoch: 261  >>> [0m
2023-09-17 09:03:19,680:	[1;34m[Coach] >>> TEST  @Epoch: 261  >>> [0m
2023-09-17 09:03:23,320:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.639907 seconds ...[0m
2023-09-17 09:03:23,364:	[1;34m[Coach] >>> TRAIN @Epoch: 262  >>>  || LOSS Avg: 0.08877[0m
2023-09-17 09:03:23,364:	[1;34m[Coach] >>> VALID @Epoch: 262  >>> [0m
2023-09-17 09:03:23,364:	[1;34m[Coach] >>> TEST  @Epoch: 262  >>> [0m
2023-09-17 09:03:26,825:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.460801 seconds ...[0m
2023-09-17 09:03:26,871:	[1;34m[Coach] >>> TRAIN @Epoch: 263  >>>  || LOSS Avg: 0.08825[0m
2023-09-17 09:03:26,871:	[1;34m[Coach] >>> VALID @Epoch: 263  >>> [0m
2023-09-17 09:03:26,872:	[1;34m[Coach] >>> TEST  @Epoch: 263  >>> [0m
2023-09-17 09:03:30,535:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.663508 seconds ...[0m
2023-09-17 09:03:30,575:	[1;34m[Coach] >>> TRAIN @Epoch: 264  >>>  || LOSS Avg: 0.08917[0m
2023-09-17 09:03:30,575:	[1;34m[Coach] >>> VALID @Epoch: 264  >>> [0m
2023-09-17 09:03:30,575:	[1;34m[Coach] >>> TEST  @Epoch: 264  >>> [0m
2023-09-17 09:03:33,987:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.411564 seconds ...[0m
2023-09-17 09:03:36,002:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.973569 seconds ...[0m
2023-09-17 09:03:36,002:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0336*** [0m
2023-09-17 09:03:36,014:	[1;34m[Coach] >>> TRAIN @Epoch: 265  >>>  || LOSS Avg: 0.09042[0m
2023-09-17 09:03:36,014:	[1;34m[Coach] >>> VALID @Epoch: 265  >>>  || HITRATE@1 Avg: 0.0102 || HITRATE@5 Avg: 0.0416 || HITRATE@10 Avg: 0.0663 || NDCG@5 Avg: 0.0256 || NDCG@10 Avg: 0.0336[0m
2023-09-17 09:03:36,014:	[1;34m[Coach] >>> TEST  @Epoch: 265  >>> [0m
2023-09-17 09:03:39,546:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.531665 seconds ...[0m
2023-09-17 09:03:39,593:	[1;34m[Coach] >>> TRAIN @Epoch: 266  >>>  || LOSS Avg: 0.08874[0m
2023-09-17 09:03:39,593:	[1;34m[Coach] >>> VALID @Epoch: 266  >>> [0m
2023-09-17 09:03:39,593:	[1;34m[Coach] >>> TEST  @Epoch: 266  >>> [0m
2023-09-17 09:03:43,033:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.440002 seconds ...[0m
2023-09-17 09:03:43,073:	[1;34m[Coach] >>> TRAIN @Epoch: 267  >>>  || LOSS Avg: 0.08967[0m
2023-09-17 09:03:43,074:	[1;34m[Coach] >>> VALID @Epoch: 267  >>> [0m
2023-09-17 09:03:43,074:	[1;34m[Coach] >>> TEST  @Epoch: 267  >>> [0m
2023-09-17 09:03:46,627:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.553452 seconds ...[0m
2023-09-17 09:03:46,667:	[1;34m[Coach] >>> TRAIN @Epoch: 268  >>>  || LOSS Avg: 0.08893[0m
2023-09-17 09:03:46,667:	[1;34m[Coach] >>> VALID @Epoch: 268  >>> [0m
2023-09-17 09:03:46,667:	[1;34m[Coach] >>> TEST  @Epoch: 268  >>> [0m
2023-09-17 09:03:50,346:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.678724 seconds ...[0m
2023-09-17 09:03:50,387:	[1;34m[Coach] >>> TRAIN @Epoch: 269  >>>  || LOSS Avg: 0.08954[0m
2023-09-17 09:03:50,387:	[1;34m[Coach] >>> VALID @Epoch: 269  >>> [0m
2023-09-17 09:03:50,387:	[1;34m[Coach] >>> TEST  @Epoch: 269  >>> [0m
2023-09-17 09:03:54,107:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.719625 seconds ...[0m
2023-09-17 09:03:56,169:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.019095 seconds ...[0m
2023-09-17 09:03:56,169:	[1;34m[Coach] >>> TRAIN @Epoch: 270  >>>  || LOSS Avg: 0.08854[0m
2023-09-17 09:03:56,169:	[1;34m[Coach] >>> VALID @Epoch: 270  >>>  || HITRATE@1 Avg: 0.0093 || HITRATE@5 Avg: 0.0369 || HITRATE@10 Avg: 0.0616 || NDCG@5 Avg: 0.0232 || NDCG@10 Avg: 0.0311[0m
2023-09-17 09:03:56,169:	[1;34m[Coach] >>> TEST  @Epoch: 270  >>> [0m
2023-09-17 09:03:59,798:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.628010 seconds ...[0m
2023-09-17 09:03:59,843:	[1;34m[Coach] >>> TRAIN @Epoch: 271  >>>  || LOSS Avg: 0.08878[0m
2023-09-17 09:03:59,843:	[1;34m[Coach] >>> VALID @Epoch: 271  >>> [0m
2023-09-17 09:03:59,843:	[1;34m[Coach] >>> TEST  @Epoch: 271  >>> [0m
2023-09-17 09:04:03,361:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.517490 seconds ...[0m
2023-09-17 09:04:03,399:	[1;34m[Coach] >>> TRAIN @Epoch: 272  >>>  || LOSS Avg: 0.08933[0m
2023-09-17 09:04:03,400:	[1;34m[Coach] >>> VALID @Epoch: 272  >>> [0m
2023-09-17 09:04:03,400:	[1;34m[Coach] >>> TEST  @Epoch: 272  >>> [0m
2023-09-17 09:04:06,762:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.362090 seconds ...[0m
2023-09-17 09:04:06,806:	[1;34m[Coach] >>> TRAIN @Epoch: 273  >>>  || LOSS Avg: 0.08954[0m
2023-09-17 09:04:06,806:	[1;34m[Coach] >>> VALID @Epoch: 273  >>> [0m
2023-09-17 09:04:06,806:	[1;34m[Coach] >>> TEST  @Epoch: 273  >>> [0m
2023-09-17 09:04:10,058:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.252183 seconds ...[0m
2023-09-17 09:04:10,102:	[1;34m[Coach] >>> TRAIN @Epoch: 274  >>>  || LOSS Avg: 0.08971[0m
2023-09-17 09:04:10,103:	[1;34m[Coach] >>> VALID @Epoch: 274  >>> [0m
2023-09-17 09:04:10,103:	[1;34m[Coach] >>> TEST  @Epoch: 274  >>> [0m
2023-09-17 09:04:13,584:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.480980 seconds ...[0m
2023-09-17 09:04:15,740:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.101933 seconds ...[0m
2023-09-17 09:04:15,741:	[1;34m[Coach] >>> TRAIN @Epoch: 275  >>>  || LOSS Avg: 0.08900[0m
2023-09-17 09:04:15,741:	[1;34m[Coach] >>> VALID @Epoch: 275  >>>  || HITRATE@1 Avg: 0.0094 || HITRATE@5 Avg: 0.0392 || HITRATE@10 Avg: 0.0643 || NDCG@5 Avg: 0.0244 || NDCG@10 Avg: 0.0324[0m
2023-09-17 09:04:15,741:	[1;34m[Coach] >>> TEST  @Epoch: 275  >>> [0m
2023-09-17 09:04:19,367:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.626021 seconds ...[0m
2023-09-17 09:04:19,410:	[1;34m[Coach] >>> TRAIN @Epoch: 276  >>>  || LOSS Avg: 0.08849[0m
2023-09-17 09:04:19,410:	[1;34m[Coach] >>> VALID @Epoch: 276  >>> [0m
2023-09-17 09:04:19,410:	[1;34m[Coach] >>> TEST  @Epoch: 276  >>> [0m
2023-09-17 09:04:22,852:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.441888 seconds ...[0m
2023-09-17 09:04:22,901:	[1;34m[Coach] >>> TRAIN @Epoch: 277  >>>  || LOSS Avg: 0.08716[0m
2023-09-17 09:04:22,901:	[1;34m[Coach] >>> VALID @Epoch: 277  >>> [0m
2023-09-17 09:04:22,901:	[1;34m[Coach] >>> TEST  @Epoch: 277  >>> [0m
2023-09-17 09:04:26,328:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.426362 seconds ...[0m
2023-09-17 09:04:26,368:	[1;34m[Coach] >>> TRAIN @Epoch: 278  >>>  || LOSS Avg: 0.08923[0m
2023-09-17 09:04:26,368:	[1;34m[Coach] >>> VALID @Epoch: 278  >>> [0m
2023-09-17 09:04:26,368:	[1;34m[Coach] >>> TEST  @Epoch: 278  >>> [0m
2023-09-17 09:04:29,834:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.465894 seconds ...[0m
2023-09-17 09:04:29,875:	[1;34m[Coach] >>> TRAIN @Epoch: 279  >>>  || LOSS Avg: 0.08930[0m
2023-09-17 09:04:29,875:	[1;34m[Coach] >>> VALID @Epoch: 279  >>> [0m
2023-09-17 09:04:29,876:	[1;34m[Coach] >>> TEST  @Epoch: 279  >>> [0m
2023-09-17 09:04:33,560:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.684619 seconds ...[0m
2023-09-17 09:04:35,592:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.991833 seconds ...[0m
2023-09-17 09:04:35,593:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0339*** [0m
2023-09-17 09:04:35,604:	[1;34m[Coach] >>> TRAIN @Epoch: 280  >>>  || LOSS Avg: 0.08860[0m
2023-09-17 09:04:35,604:	[1;34m[Coach] >>> VALID @Epoch: 280  >>>  || HITRATE@1 Avg: 0.0112 || HITRATE@5 Avg: 0.0406 || HITRATE@10 Avg: 0.0661 || NDCG@5 Avg: 0.0257 || NDCG@10 Avg: 0.0339[0m
2023-09-17 09:04:35,604:	[1;34m[Coach] >>> TEST  @Epoch: 280  >>> [0m
2023-09-17 09:04:39,416:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.811560 seconds ...[0m
2023-09-17 09:04:39,457:	[1;34m[Coach] >>> TRAIN @Epoch: 281  >>>  || LOSS Avg: 0.08902[0m
2023-09-17 09:04:39,457:	[1;34m[Coach] >>> VALID @Epoch: 281  >>> [0m
2023-09-17 09:04:39,457:	[1;34m[Coach] >>> TEST  @Epoch: 281  >>> [0m
2023-09-17 09:04:43,218:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.760915 seconds ...[0m
2023-09-17 09:04:43,275:	[1;34m[Coach] >>> TRAIN @Epoch: 282  >>>  || LOSS Avg: 0.08839[0m
2023-09-17 09:04:43,276:	[1;34m[Coach] >>> VALID @Epoch: 282  >>> [0m
2023-09-17 09:04:43,276:	[1;34m[Coach] >>> TEST  @Epoch: 282  >>> [0m
2023-09-17 09:04:46,796:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.520103 seconds ...[0m
2023-09-17 09:04:46,849:	[1;34m[Coach] >>> TRAIN @Epoch: 283  >>>  || LOSS Avg: 0.08841[0m
2023-09-17 09:04:46,849:	[1;34m[Coach] >>> VALID @Epoch: 283  >>> [0m
2023-09-17 09:04:46,849:	[1;34m[Coach] >>> TEST  @Epoch: 283  >>> [0m
2023-09-17 09:04:50,269:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.419597 seconds ...[0m
2023-09-17 09:04:50,313:	[1;34m[Coach] >>> TRAIN @Epoch: 284  >>>  || LOSS Avg: 0.08915[0m
2023-09-17 09:04:50,313:	[1;34m[Coach] >>> VALID @Epoch: 284  >>> [0m
2023-09-17 09:04:50,313:	[1;34m[Coach] >>> TEST  @Epoch: 284  >>> [0m
2023-09-17 09:04:53,854:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.540437 seconds ...[0m
2023-09-17 09:04:56,058:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.163784 seconds ...[0m
2023-09-17 09:04:56,058:	[1;34m[Coach] >>> Better ***NDCG@10*** of ***0.0344*** [0m
2023-09-17 09:04:56,073:	[1;34m[Coach] >>> TRAIN @Epoch: 285  >>>  || LOSS Avg: 0.08695[0m
2023-09-17 09:04:56,073:	[1;34m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0104 || HITRATE@5 Avg: 0.0421 || HITRATE@10 Avg: 0.0672 || NDCG@5 Avg: 0.0263 || NDCG@10 Avg: 0.0344[0m
2023-09-17 09:04:56,073:	[1;34m[Coach] >>> TEST  @Epoch: 285  >>> [0m
2023-09-17 09:04:59,897:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.823772 seconds ...[0m
2023-09-17 09:04:59,949:	[1;34m[Coach] >>> TRAIN @Epoch: 286  >>>  || LOSS Avg: 0.08679[0m
2023-09-17 09:04:59,950:	[1;34m[Coach] >>> VALID @Epoch: 286  >>> [0m
2023-09-17 09:04:59,950:	[1;34m[Coach] >>> TEST  @Epoch: 286  >>> [0m
2023-09-17 09:05:03,518:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.567546 seconds ...[0m
2023-09-17 09:05:03,568:	[1;34m[Coach] >>> TRAIN @Epoch: 287  >>>  || LOSS Avg: 0.08697[0m
2023-09-17 09:05:03,569:	[1;34m[Coach] >>> VALID @Epoch: 287  >>> [0m
2023-09-17 09:05:03,569:	[1;34m[Coach] >>> TEST  @Epoch: 287  >>> [0m
2023-09-17 09:05:07,228:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.659507 seconds ...[0m
2023-09-17 09:05:07,279:	[1;34m[Coach] >>> TRAIN @Epoch: 288  >>>  || LOSS Avg: 0.08742[0m
2023-09-17 09:05:07,279:	[1;34m[Coach] >>> VALID @Epoch: 288  >>> [0m
2023-09-17 09:05:07,280:	[1;34m[Coach] >>> TEST  @Epoch: 288  >>> [0m
2023-09-17 09:05:11,253:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.973324 seconds ...[0m
2023-09-17 09:05:11,294:	[1;34m[Coach] >>> TRAIN @Epoch: 289  >>>  || LOSS Avg: 0.08746[0m
2023-09-17 09:05:11,294:	[1;34m[Coach] >>> VALID @Epoch: 289  >>> [0m
2023-09-17 09:05:11,294:	[1;34m[Coach] >>> TEST  @Epoch: 289  >>> [0m
2023-09-17 09:05:14,846:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.551611 seconds ...[0m
2023-09-17 09:05:16,925:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.029589 seconds ...[0m
2023-09-17 09:05:16,926:	[1;34m[Coach] >>> TRAIN @Epoch: 290  >>>  || LOSS Avg: 0.08799[0m
2023-09-17 09:05:16,926:	[1;34m[Coach] >>> VALID @Epoch: 290  >>>  || HITRATE@1 Avg: 0.0108 || HITRATE@5 Avg: 0.0404 || HITRATE@10 Avg: 0.0666 || NDCG@5 Avg: 0.0256 || NDCG@10 Avg: 0.0340[0m
2023-09-17 09:05:16,926:	[1;34m[Coach] >>> TEST  @Epoch: 290  >>> [0m
2023-09-17 09:05:20,757:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.831186 seconds ...[0m
2023-09-17 09:05:20,799:	[1;34m[Coach] >>> TRAIN @Epoch: 291  >>>  || LOSS Avg: 0.08641[0m
2023-09-17 09:05:20,799:	[1;34m[Coach] >>> VALID @Epoch: 291  >>> [0m
2023-09-17 09:05:20,799:	[1;34m[Coach] >>> TEST  @Epoch: 291  >>> [0m
2023-09-17 09:05:24,397:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.597571 seconds ...[0m
2023-09-17 09:05:24,445:	[1;34m[Coach] >>> TRAIN @Epoch: 292  >>>  || LOSS Avg: 0.08662[0m
2023-09-17 09:05:24,446:	[1;34m[Coach] >>> VALID @Epoch: 292  >>> [0m
2023-09-17 09:05:24,446:	[1;34m[Coach] >>> TEST  @Epoch: 292  >>> [0m
2023-09-17 09:05:27,934:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.487858 seconds ...[0m
2023-09-17 09:05:27,983:	[1;34m[Coach] >>> TRAIN @Epoch: 293  >>>  || LOSS Avg: 0.08735[0m
2023-09-17 09:05:27,984:	[1;34m[Coach] >>> VALID @Epoch: 293  >>> [0m
2023-09-17 09:05:27,984:	[1;34m[Coach] >>> TEST  @Epoch: 293  >>> [0m
2023-09-17 09:05:31,574:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.590420 seconds ...[0m
2023-09-17 09:05:31,613:	[1;34m[Coach] >>> TRAIN @Epoch: 294  >>>  || LOSS Avg: 0.08824[0m
2023-09-17 09:05:31,614:	[1;34m[Coach] >>> VALID @Epoch: 294  >>> [0m
2023-09-17 09:05:31,614:	[1;34m[Coach] >>> TEST  @Epoch: 294  >>> [0m
2023-09-17 09:05:35,006:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.391893 seconds ...[0m
2023-09-17 09:05:36,984:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.921985 seconds ...[0m
2023-09-17 09:05:36,985:	[1;34m[Coach] >>> TRAIN @Epoch: 295  >>>  || LOSS Avg: 0.08614[0m
2023-09-17 09:05:36,985:	[1;34m[Coach] >>> VALID @Epoch: 295  >>>  || HITRATE@1 Avg: 0.0109 || HITRATE@5 Avg: 0.0417 || HITRATE@10 Avg: 0.0642 || NDCG@5 Avg: 0.0264 || NDCG@10 Avg: 0.0336[0m
2023-09-17 09:05:36,985:	[1;34m[Coach] >>> TEST  @Epoch: 295  >>> [0m
2023-09-17 09:05:40,430:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.445035 seconds ...[0m
2023-09-17 09:05:40,472:	[1;34m[Coach] >>> TRAIN @Epoch: 296  >>>  || LOSS Avg: 0.08738[0m
2023-09-17 09:05:40,472:	[1;34m[Coach] >>> VALID @Epoch: 296  >>> [0m
2023-09-17 09:05:40,472:	[1;34m[Coach] >>> TEST  @Epoch: 296  >>> [0m
2023-09-17 09:05:44,266:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.793609 seconds ...[0m
2023-09-17 09:05:44,310:	[1;34m[Coach] >>> TRAIN @Epoch: 297  >>>  || LOSS Avg: 0.08689[0m
2023-09-17 09:05:44,311:	[1;34m[Coach] >>> VALID @Epoch: 297  >>> [0m
2023-09-17 09:05:44,311:	[1;34m[Coach] >>> TEST  @Epoch: 297  >>> [0m
2023-09-17 09:05:47,971:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.659836 seconds ...[0m
2023-09-17 09:05:48,019:	[1;34m[Coach] >>> TRAIN @Epoch: 298  >>>  || LOSS Avg: 0.08699[0m
2023-09-17 09:05:48,020:	[1;34m[Coach] >>> VALID @Epoch: 298  >>> [0m
2023-09-17 09:05:48,020:	[1;34m[Coach] >>> TEST  @Epoch: 298  >>> [0m
2023-09-17 09:05:51,866:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.845699 seconds ...[0m
2023-09-17 09:05:51,906:	[1;34m[Coach] >>> TRAIN @Epoch: 299  >>>  || LOSS Avg: 0.08747[0m
2023-09-17 09:05:51,906:	[1;34m[Coach] >>> VALID @Epoch: 299  >>> [0m
2023-09-17 09:05:51,906:	[1;34m[Coach] >>> TEST  @Epoch: 299  >>> [0m
2023-09-17 09:05:55,318:	[1;34m[Wall TIME] >>> ChiefCoach.train takes 3.411980 seconds ...[0m
2023-09-17 09:05:57,243:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 1.911260 seconds ...[0m
2023-09-17 09:05:59,272:	[1;34m[Wall TIME] >>> ChiefCoach.test takes 2.028392 seconds ...[0m
2023-09-17 09:05:59,272:	[1;34m[Coach] >>> TRAIN @Epoch: 300  >>>  || LOSS Avg: 0.08798[0m
2023-09-17 09:05:59,272:	[1;34m[Coach] >>> VALID @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0106 || HITRATE@5 Avg: 0.0399 || HITRATE@10 Avg: 0.0660 || NDCG@5 Avg: 0.0252 || NDCG@10 Avg: 0.0335[0m
2023-09-17 09:05:59,273:	[1;34m[Coach] >>> TEST  @Epoch: 300  >>>  || HITRATE@1 Avg: 0.0076 || HITRATE@5 Avg: 0.0307 || HITRATE@10 Avg: 0.0500 || NDCG@5 Avg: 0.0189 || NDCG@10 Avg: 0.0251[0m
2023-09-17 09:06:00,988:	[1;34m   Prefix      Metric      Best  @Epoch
0   train        LOSS  0.086144     294
1   valid   HITRATE@1  0.011269     170
2   valid   HITRATE@5  0.042078     285
3   valid  HITRATE@10  0.067165     285
4   valid      NDCG@5  0.026377     295
5   valid     NDCG@10  0.034405     285
6    test   HITRATE@1  0.007647       0
7    test   HITRATE@5  0.030676       0
8    test  HITRATE@10  0.050038       0
9    test      NDCG@5  0.018867       0
10   test     NDCG@10  0.025086       0[0m
2023-09-17 09:06:00,989:	[1;34m[LoG_PaTH] >>> ./logs/Beauty-5/AmazonBeauty_550_Chron/2-0917084531[0m
2023-09-17 09:06:01,078:	[1;34m[Wall TIME] >>> Coach.summary takes 1.805719 seconds ...[0m
2023-09-17 09:06:01,079:	[1;34m[Coach] >>> Load best model @Epoch 285  [0m
2023-09-17 09:06:03,119:	[1;34m[Wall TIME] >>> ChiefCoach.valid takes 2.035467 seconds ...[0m
2023-09-17 09:06:05,119:	[1;34m[Wall TIME] >>> ChiefCoach.test takes 2.000237 seconds ...[0m
2023-09-17 09:06:05,120:	[1;34m[Coach] >>> TRAIN @Epoch: 285  >>> [0m
2023-09-17 09:06:05,120:	[1;34m[Coach] >>> VALID @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0104 || HITRATE@5 Avg: 0.0421 || HITRATE@10 Avg: 0.0672 || NDCG@5 Avg: 0.0263 || NDCG@10 Avg: 0.0344[0m
2023-09-17 09:06:05,120:	[1;34m[Coach] >>> TEST  @Epoch: 285  >>>  || HITRATE@1 Avg: 0.0076 || HITRATE@5 Avg: 0.0311 || HITRATE@10 Avg: 0.0497 || NDCG@5 Avg: 0.0192 || NDCG@10 Avg: 0.0252[0m
2023-09-17 09:06:05,126:	[1;34m[Wall TIME] >>> Coach.fit takes 1225.720206 seconds ...[0m
